From a33aa83679d3fd2dbab7288e66941e99009e8d77 Mon Sep 17 00:00:00 2001 From: lina-lucas Date: Wed, 18 Sep 2024 10:52:45 +0200 Subject: [PATCH 1/4] Changes for geochemical tracers and yearly data --- cmpitool/cmpisetup.py | 12 +- cmpitool/cmpitool.py | 24 +-- cmpitool/loading_models.py | 7 +- cmpitool/loading_obs.py | 7 +- obs/alk_GLODAP_2000m_year.nc | Bin 0 -> 151026 bytes obs/alk_GLODAP_400m_year.nc | Bin 0 -> 151026 bytes obs/alk_GLODAP_50m_year.nc | Bin 0 -> 151026 bytes obs/alk_GLODAP_800m_year.nc | Bin 0 -> 151026 bytes obs/co2_GLODAP_2000m_year.nc | Bin 0 -> 288399 bytes obs/co2_GLODAP_400m_year.nc | Bin 0 -> 288399 bytes obs/co2_GLODAP_50m_year.nc | Bin 0 -> 288399 bytes obs/co2_GLODAP_800m_year.nc | Bin 0 -> 288399 bytes obs/n_WOA23_400m_DJF.nc | Bin 0 -> 107773 bytes obs/n_WOA23_400m_JJA.nc | Bin 0 -> 107773 bytes obs/n_WOA23_400m_MAM.nc | Bin 0 -> 107773 bytes obs/n_WOA23_400m_SON.nc | Bin 0 -> 107771 bytes obs/n_WOA23_50m_DJF.nc | Bin 0 -> 107773 bytes obs/n_WOA23_50m_JJA.nc | Bin 0 -> 107773 bytes obs/n_WOA23_50m_MAM.nc | Bin 0 -> 107773 bytes obs/n_WOA23_50m_SON.nc | Bin 0 -> 107771 bytes obs/n_WOA23_800m_DJF.nc | Bin 0 -> 107773 bytes obs/n_WOA23_800m_JJA.nc | Bin 0 -> 107773 bytes obs/n_WOA23_800m_MAM.nc | Bin 0 -> 107773 bytes obs/n_WOA23_800m_SON.nc | Bin 0 -> 107771 bytes obs/o2_WOA23_1000m_DJF.nc | Bin 0 -> 108097 bytes obs/o2_WOA23_1000m_JJA.nc | Bin 0 -> 108097 bytes obs/o2_WOA23_1000m_MAM.nc | Bin 0 -> 108097 bytes obs/o2_WOA23_1000m_SON.nc | Bin 0 -> 108095 bytes obs/o2_WOA23_400m_DJF.nc | Bin 0 -> 108097 bytes obs/o2_WOA23_400m_JJA.nc | Bin 0 -> 108097 bytes obs/o2_WOA23_400m_MAM.nc | Bin 0 -> 108097 bytes obs/o2_WOA23_400m_SON.nc | Bin 0 -> 108095 bytes obs/o2_WOA23_50m_DJF.nc | Bin 0 -> 108097 bytes obs/o2_WOA23_50m_JJA.nc | Bin 0 -> 108097 bytes obs/o2_WOA23_50m_MAM.nc | Bin 0 -> 108097 bytes obs/o2_WOA23_50m_SON.nc | Bin 0 -> 108095 bytes obs/p_WOA23_400m_DJF.nc | Bin 0 -> 107781 bytes obs/p_WOA23_400m_JJA.nc | Bin 0 -> 107781 bytes obs/p_WOA23_400m_MAM.nc | Bin 0 -> 107781 bytes obs/p_WOA23_400m_SON.nc | Bin 0 -> 107779 bytes obs/p_WOA23_50m_DJF.nc | Bin 0 -> 107781 bytes obs/p_WOA23_50m_JJA.nc | Bin 0 -> 107781 bytes obs/p_WOA23_50m_MAM.nc | Bin 0 -> 107781 bytes obs/p_WOA23_50m_SON.nc | Bin 0 -> 107779 bytes obs/p_WOA23_800m_DJF.nc | Bin 0 -> 107781 bytes obs/p_WOA23_800m_JJA.nc | Bin 0 -> 107781 bytes obs/p_WOA23_800m_MAM.nc | Bin 0 -> 107781 bytes obs/p_WOA23_800m_SON.nc | Bin 0 -> 107779 bytes obs/phy_MOPS_50m_year.nc | Bin 0 -> 134436 bytes obs/zoo_MOPS_50m_year.nc | Bin 0 -> 134536 bytes .../Preprocessing_geochemical.sh | 160 ++++++++++++++++++ 51 files changed, 194 insertions(+), 16 deletions(-) create mode 100644 obs/alk_GLODAP_2000m_year.nc create mode 100644 obs/alk_GLODAP_400m_year.nc create mode 100644 obs/alk_GLODAP_50m_year.nc create mode 100644 obs/alk_GLODAP_800m_year.nc create mode 100644 obs/co2_GLODAP_2000m_year.nc create mode 100644 obs/co2_GLODAP_400m_year.nc create mode 100644 obs/co2_GLODAP_50m_year.nc create mode 100644 obs/co2_GLODAP_800m_year.nc create mode 100644 obs/n_WOA23_400m_DJF.nc create mode 100644 obs/n_WOA23_400m_JJA.nc create mode 100644 obs/n_WOA23_400m_MAM.nc create mode 100644 obs/n_WOA23_400m_SON.nc create mode 100644 obs/n_WOA23_50m_DJF.nc create mode 100644 obs/n_WOA23_50m_JJA.nc create mode 100644 obs/n_WOA23_50m_MAM.nc create mode 100644 obs/n_WOA23_50m_SON.nc create mode 100644 obs/n_WOA23_800m_DJF.nc create mode 100644 obs/n_WOA23_800m_JJA.nc create mode 100644 obs/n_WOA23_800m_MAM.nc create mode 100644 obs/n_WOA23_800m_SON.nc create mode 100644 obs/o2_WOA23_1000m_DJF.nc create mode 100644 obs/o2_WOA23_1000m_JJA.nc create mode 100644 obs/o2_WOA23_1000m_MAM.nc create mode 100644 obs/o2_WOA23_1000m_SON.nc create mode 100644 obs/o2_WOA23_400m_DJF.nc create mode 100644 obs/o2_WOA23_400m_JJA.nc create mode 100644 obs/o2_WOA23_400m_MAM.nc create mode 100644 obs/o2_WOA23_400m_SON.nc create mode 100644 obs/o2_WOA23_50m_DJF.nc create mode 100644 obs/o2_WOA23_50m_JJA.nc create mode 100644 obs/o2_WOA23_50m_MAM.nc create mode 100644 obs/o2_WOA23_50m_SON.nc create mode 100644 obs/p_WOA23_400m_DJF.nc create mode 100644 obs/p_WOA23_400m_JJA.nc create mode 100644 obs/p_WOA23_400m_MAM.nc create mode 100644 obs/p_WOA23_400m_SON.nc create mode 100644 obs/p_WOA23_50m_DJF.nc create mode 100644 obs/p_WOA23_50m_JJA.nc create mode 100644 obs/p_WOA23_50m_MAM.nc create mode 100644 obs/p_WOA23_50m_SON.nc create mode 100644 obs/p_WOA23_800m_DJF.nc create mode 100644 obs/p_WOA23_800m_JJA.nc create mode 100644 obs/p_WOA23_800m_MAM.nc create mode 100644 obs/p_WOA23_800m_SON.nc create mode 100644 obs/phy_MOPS_50m_year.nc create mode 100644 obs/zoo_MOPS_50m_year.nc create mode 100755 preprocessing_examples/Preprocessing_geochemical.sh diff --git a/cmpitool/cmpisetup.py b/cmpitool/cmpisetup.py index d7d1ff6..b91d851 100644 --- a/cmpitool/cmpisetup.py +++ b/cmpitool/cmpisetup.py @@ -29,6 +29,7 @@ def cmpisetup(reanalysis='ERA5'): mlotst Variable object for mixed layer depth thetao Variable object for 3D ocean temperature so Variable object for 3D ocean salinity + o2 Variable object for 3D oxygen in ocean ''' @@ -71,6 +72,13 @@ def __init__ (self, name, variables): mlotst = variable(name='mlotst', obs='C-GLORSv7', depths=['surface'], domain='oce') thetao = variable(name='thetao', obs='EN4', depths=['10m','100m','1000m'], domain='oce') so = variable(name='so', obs='EN4', depths=['10m','100m','1000m'], domain='oce') - - return variable, region, climate_model, siconc, tas, clt, pr, rlut, uas, vas, ua, zg, zos, tos, mlotst, thetao, so + alk = variable(name='alk', obs='GLODAP', depths=['50m','400m','800m','2000m'], domain='oce') + co2 = variable(name='co2', obs='GLODAP', depths=['50m','400m','800m','2000m'], domain='oce') + n = variable(name='n', obs='WOA23', depths=['50m','400m','800m'], domain='oce') + o2 = variable(name='o2', obs='WOA23', depths=['50m','400m','1000m'], domain='oce') + p = variable(name='p', obs='WOA23', depths=['50m','400m','800m'], domain='oce') + zoo = variable(name='zoo', obs='MOPS', depths=['50m'], domain='oce') + phy = variable(name='phy', obs='MOPS', depths=['50m'], domain='oce') + + return variable, region, climate_model, siconc, tas, clt, pr, rlut, uas, vas, ua, zg, zos, tos, mlotst, thetao, so, alk, co2, n, o2, p, zoo, phy diff --git a/cmpitool/cmpitool.py b/cmpitool/cmpitool.py index 4e745e3..76a524d 100644 --- a/cmpitool/cmpitool.py +++ b/cmpitool/cmpitool.py @@ -1,6 +1,6 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path='obs/' , reanalysis='ERA5', - eval_path=None, time='198912-201411', seasons=['MAM', 'JJA', 'SON', 'DJF'], - maskfixes=True, use_for_eval=False, complexity='boxes', verbose=False, biasmaps=False): + eval_path=None, time='198912-201411', seasons=['MAM', 'JJA', 'SON', 'DJF', 'year'], # time changes from time='198912-201411' + maskfixes=True, use_for_eval=False, complexity='boxes', verbose=False): ''' AUTHORS: Jan Streffing 2022-12-01 Split off from main tool @@ -12,7 +12,7 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path= INPUT: model_path Path pointing towards the output of your model, preprocessed to be read in by cmiptool - models List of climate model objects to be evaluated via cmiptool + models List of climate model objects to be evaluated via cmiptool eval_models List of climate model objects used as reference for evaluation By default this is set to None, which results in a set of 30 CMIP6 being used @@ -35,14 +35,13 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path= for simple lat/lon boxes (boxes) or continents & ocean basins (regions) verbose Boolean to activate verbose output - biasmaps Boolean to activate bias map plots RETURN: ''' from cmpitool import (cmpisetup, config_cmip6, add_masks, loading_obs, loading_models, calculate_errors, - write_errors, read_errors, calculate_fractions, write_fractions, plotting_heatmaps, plotting_biasmaps) + write_errors, read_errors, calculate_fractions, write_fractions, plotting_heatmaps) #Setup safe paths obs_path=obs_path+'/' @@ -53,9 +52,9 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path= else: eval_path=eval_path+'/' - variable, region, climate_model, siconc, tas, clt, pr, rlut, uas, vas, ua, zg, zos, tos, mlotst, thetao, so = cmpisetup() + variable, region, climate_model, siconc, tas, clt, pr, rlut, uas, vas, ua, zg, zos, tos, mlotst, thetao, so, alk, co2, n, o2, p, zoo, phy = cmpisetup() - obs = [siconc, tas, clt, pr, rlut, uas, vas, ua, zg, zos, tos, mlotst, thetao, so] + obs = [siconc, tas, clt, pr, rlut, uas, vas, ua, zg, zos, tos, mlotst, thetao, so, alk, co2, n, o2, p, zoo, phy] ''' If you don't add all variables to obs for your analysis, the missing ones will be skipped. @@ -65,7 +64,7 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path= - If you add more variables and generate new .csv files, increase the number 14 accordingly! - If you just skip a variable for your analysis, don't change number_of_implemented_variables! ''' - n_implemented_var = 14 + n_implemented_var = 21 #The CMIP6 models are set up by default in their own function cmip6_models = config_cmip6(climate_model, obs) @@ -122,7 +121,11 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path= ##################################### # End of user config, start of tool # ##################################### - + + if obs in (alk, co2, zoo, phy): + seasons = ['year'] + else: + seasons = ['MAM', 'JJA', 'SON', 'DJF'] #Function to add masks to the selected regions regions = add_masks(regions, verbose) @@ -150,6 +153,3 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path= cmpi = write_fractions(error_fraction, models, regions, seasons, out_path, verbose) plotting_heatmaps(models, regions, seasons, obs, error_fraction, cmpi, out_path, verbose) - - if biasmaps == True: - plotting_biasmaps(ds_model, ds_obs , models, seasons, obs, out_path, verbose) diff --git a/cmpitool/loading_models.py b/cmpitool/loading_models.py index 0f4f234..6e1a389 100644 --- a/cmpitool/loading_models.py +++ b/cmpitool/loading_models.py @@ -28,7 +28,12 @@ def loading_models(models, model_path, seasons, time, verbose): for model in tqdm(models): for var in model.variables: for depth in var.depths: - for seas in seasons: + if var.name in ('alk', 'co2', 'zoo', 'phy'): + season = ['year'] + else: + season = seasons + + for seas in season: if verbose: print('loading '+model_path+var.name+'_'+model.name+'_'+time+'_'+depth+'_'+seas+'.nc') intermediate = xr.open_mfdataset(model_path+var.name+'_'+model.name+'_'+time+'_'+depth+'_'+seas+'.nc') diff --git a/cmpitool/loading_obs.py b/cmpitool/loading_obs.py index 2385ce1..c67568b 100644 --- a/cmpitool/loading_obs.py +++ b/cmpitool/loading_obs.py @@ -32,7 +32,12 @@ def loading_obs(obs, obs_path, seasons, verbose): for var in tqdm(obs): for depth in var.depths: - for seas in seasons: + if var.name in ('alk', 'co2', 'zoo', 'phy'): + season = ['year'] + else: + season = seasons + + for seas in season: if verbose: print('loading '+obs_path+var.name+'_'+var.obs+'_'+depth+'_'+seas+'.nc') diff --git a/obs/alk_GLODAP_2000m_year.nc b/obs/alk_GLODAP_2000m_year.nc new file mode 100644 index 0000000000000000000000000000000000000000..580c1627d3bae915396826e9eeaa029bf65d502c GIT binary patch literal 151026 zcmeFa2b@(!@;%-oh=5>1lB7n0fCG{w3ED^yBuY|2r3dB#BLf37LsCK;Fe@lvz(9*) z#GF^rHersK6D^=(&VJ4O`}R4Pl~Htcb=Up>-h5UL)uFnoy83k8``)l8_vzWYYUSN3 zi{z(bMNwYt6#tt3v57yQ4cI0&rE=P@)4yy52leSWWSc4q>^QQrcA^8IPZH_FeW$?>>F^-@J{n`Pqi(Jvv55{LKEHFC26i z6+~EC@4+1g_2|>DO8XF#V8ITeO0aG8z)b1b{BiAj7ECJ0594+UK}0&pI4dTKt zW)cVlzHQZHkPs^Vnf_7bz%)pStD^_@7+hR5B~x5lkV%b5&SI)^dZxIfplEWpwz-pI zG`qEL)v;Ck+zI*P_U_iERh!nWI-E3o-A^_&uA;EkPQ+S7No-7PM$9F)CblKECw3rq zB6cBmCGJa9#O}oXi9LutiM@!ui3bq-5c?7jB=#frCk`MEBn~1D1{$I`h%!+Op-dD* zDHFvo%0w}oGEt16OcV!GCW=ES6UCvFiDD#Wq8LS)C=R1c6o*qLiX$i!#c0Yzp&=`x zAv&VSV?WUl9Z`&7KhY2!QH*6j(GVR`h>j>S>?azcBZ_hCCmNz7it+3x8loeL 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z_^m7WjppqvJEJ~WM|0QoNq%5iKbqHgd|9cs#qVoV*?i;K^B Date: Wed, 18 Sep 2024 10:58:14 +0200 Subject: [PATCH 2/4] removed unnecessary code --- cmpitool/cmpitool.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/cmpitool/cmpitool.py b/cmpitool/cmpitool.py index 76a524d..6d87892 100644 --- a/cmpitool/cmpitool.py +++ b/cmpitool/cmpitool.py @@ -122,10 +122,6 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path= # End of user config, start of tool # ##################################### - if obs in (alk, co2, zoo, phy): - seasons = ['year'] - else: - seasons = ['MAM', 'JJA', 'SON', 'DJF'] #Function to add masks to the selected regions regions = add_masks(regions, verbose) From dbe95ea7976cc951952b8d5f4225a06512aacbbd Mon Sep 17 00:00:00 2001 From: lina-lucas Date: Wed, 18 Sep 2024 11:09:17 +0200 Subject: [PATCH 3/4] adjust to new version --- cmpitool/cmpitool.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/cmpitool/cmpitool.py b/cmpitool/cmpitool.py index 6d87892..793205f 100644 --- a/cmpitool/cmpitool.py +++ b/cmpitool/cmpitool.py @@ -1,6 +1,6 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path='obs/' , reanalysis='ERA5', eval_path=None, time='198912-201411', seasons=['MAM', 'JJA', 'SON', 'DJF', 'year'], # time changes from time='198912-201411' - maskfixes=True, use_for_eval=False, complexity='boxes', verbose=False): + maskfixes=True, use_for_eval=False, complexity='boxes', verbose=False, biasmaps=False): ''' AUTHORS: Jan Streffing 2022-12-01 Split off from main tool @@ -41,7 +41,7 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path= ''' from cmpitool import (cmpisetup, config_cmip6, add_masks, loading_obs, loading_models, calculate_errors, - write_errors, read_errors, calculate_fractions, write_fractions, plotting_heatmaps) + write_errors, read_errors, calculate_fractions, write_fractions, plotting_heatmaps, plotting_biasmaps) #Setup safe paths obs_path=obs_path+'/' @@ -121,7 +121,7 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path= ##################################### # End of user config, start of tool # ##################################### - + #Function to add masks to the selected regions regions = add_masks(regions, verbose) @@ -149,3 +149,6 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path= cmpi = write_fractions(error_fraction, models, regions, seasons, out_path, verbose) plotting_heatmaps(models, regions, seasons, obs, error_fraction, cmpi, out_path, verbose) + + if biasmaps == True: + plotting_biasmaps(ds_model, ds_obs , models, seasons, obs, out_path, verbose) From 2920c8de4a288c0b305c88841c75dd3138016922 Mon Sep 17 00:00:00 2001 From: Jan Streffing Date: Tue, 8 Oct 2024 20:58:37 +0200 Subject: [PATCH 4/4] adapt tool to work with lina-lucas yearly data and and geochemical tracers --- cmpitool/cmpitool.py | 8 +- cmpitool/read_errors.py | 16 +- eval/ERA5/ACCESS-CM2.csv | 396 +++ eval/ERA5/AWI-CM-1-1-MR.csv | 374 +++ eval/ERA5/BCC-SM2-MR.csv | 396 +++ eval/ERA5/CAMS-CSM1-0.csv | 396 +++ eval/ERA5/CAS-ESM2-0.csv | 396 +++ eval/ERA5/CESM2.csv | 352 +++ eval/ERA5/CIESM.csv | 308 +++ eval/ERA5/CMCC-CM2-SR5.csv | 396 +++ eval/ERA5/CNRM-CM6-1-HR.csv | 396 +++ eval/ERA5/CanESM5.csv | 396 +++ eval/ERA5/E3SM-1-1.csv | 352 +++ eval/ERA5/EC-Earth3.csv | 396 +++ eval/ERA5/FGOALS-f3-L.csv | 396 +++ eval/ERA5/FIO-ESM-2-0.csv | 330 +++ eval/ERA5/GFDL-CM4.csv | 374 +++ eval/ERA5/GISS-E2-1-G.csv | 374 +++ eval/ERA5/HadGEM3MM.csv | 396 +++ eval/ERA5/ICON-ESM-LR.csv | 396 +++ eval/ERA5/IITM-ESM.csv | 176 ++ eval/ERA5/INM-CM5-0.csv | 330 +++ eval/ERA5/IPSL-CM6A-LR.csv | 396 +++ eval/ERA5/KIOST-ESM.csv | 242 ++ eval/ERA5/MCM-UA-1-0.csv | 308 +++ eval/ERA5/MIROC6.csv | 242 ++ eval/ERA5/MPI-ESM1-2-HR.csv | 396 +++ eval/ERA5/MRI-ESM2-0.csv | 352 +++ eval/ERA5/NESM3.csv | 396 +++ eval/ERA5/NorESM2-MM.csv | 352 +++ eval/ERA5/SAM0-UNICON.csv | 330 +++ eval/ERA5/TaiESM1.csv | 330 +++ eval/NCEP2/ACCESS-CM2.csv | 1886 +++++++++++-- eval/NCEP2/AWI-CM-1-1-MR.csv | 1871 +++++++++++++ eval/NCEP2/BCC-SM2-MR.csv | 1952 +++++++++++-- eval/NCEP2/CAMS-CSM1-0.csv | 1981 +++++++++++++ eval/NCEP2/CAS-ESM2-0.csv | 2068 ++++++++++++-- eval/NCEP2/CESM2.csv | 1756 ++++++++++-- eval/NCEP2/CIESM.csv | 1394 +++++++++- eval/NCEP2/CMCC-CM2-SR5.csv | 2224 ++++++++++++--- eval/NCEP2/CNRM-CM6-1-HR.csv | 2004 ++++++++++++-- eval/NCEP2/CanESM5.csv | 2190 ++++++++++++--- eval/NCEP2/E3SM-1-1.csv | 1564 +++++++++-- eval/NCEP2/EC-Earth3.csv | 2260 ++++++++++++--- eval/NCEP2/FGOALS-f3-L.csv | 1994 ++++++++++++-- eval/NCEP2/FIO-ESM-2-0.csv | 1510 ++++++++-- eval/NCEP2/GFDL-CM4.csv | 1871 +++++++++++++ eval/NCEP2/GISS-E2-1-G.csv | 2446 +++++++++++++---- eval/NCEP2/HadGEM3MM.csv | 2098 +++++++++++--- eval/NCEP2/ICON-ESM-LR.csv | 2270 ++++++++++++--- eval/NCEP2/IITM-ESM.csv | 1006 +++++-- eval/NCEP2/INM-CM5-0.csv | 1651 +++++++++++ eval/NCEP2/IPSL-CM6A-LR.csv | 2222 ++++++++++++--- eval/NCEP2/KIOST-ESM.csv | 1344 +++++++-- eval/NCEP2/MCM-UA-1-0.csv | 1541 +++++++++++ eval/NCEP2/MIROC6.csv | 1270 +++++++-- eval/NCEP2/MPI-ESM1-2-HR.csv | 1994 ++++++++++++-- eval/NCEP2/MRI-ESM2-0.csv | 1980 ++++++++++--- eval/NCEP2/NESM3.csv | 2190 ++++++++++++--- eval/NCEP2/NorESM2-MM.csv | 1544 ++++++++++- eval/NCEP2/SAM0-UNICON.csv | 1651 +++++++++++ eval/NCEP2/TaiESM1.csv | 1490 ++++++++-- example.py | 5 +- obs/clt_MODIS_surface_year.nc | Bin 0 -> 68888 bytes obs/mlotst_C-GLORSv7_surface_year.nc | Bin 0 -> 90750 bytes obs/n_WOA23_400m_year.nc | Bin 0 -> 100801 bytes obs/n_WOA23_50m_year.nc | Bin 0 -> 100801 bytes obs/n_WOA23_800m_year.nc | Bin 0 -> 100801 bytes obs/o2_WOA23_1000m_year.nc | Bin 0 -> 100395 bytes obs/o2_WOA23_400m_year.nc | Bin 0 -> 100395 bytes obs/o2_WOA23_50m_year.nc | Bin 0 -> 100395 bytes obs/p_WOA23_400m_year.nc | Bin 0 -> 100809 bytes obs/p_WOA23_50m_year.nc | Bin 0 -> 100809 bytes obs/p_WOA23_800m_year.nc | Bin 0 -> 100809 bytes obs/pr_GPCP_surface_year.nc | Bin 0 -> 96170 bytes obs/rlut_CERES_surface_year.nc | Bin 0 -> 69664 bytes obs/siconc_OSISAF_surface_year.nc | Bin 0 -> 117300 bytes obs/so_EN4_1000m_year.nc | Bin 0 -> 80656 bytes obs/so_EN4_100m_year.nc | Bin 0 -> 80652 bytes obs/so_EN4_10m_year.nc | Bin 0 -> 80644 bytes obs/so_EN4_4000m_year.nc | Bin 0 -> 80656 bytes obs/tas_ERA5_surface_year.nc | Bin 0 -> 36632 bytes obs/tas_NCEP2_surface_year.nc | Bin 0 -> 99311 bytes obs/thetao_EN4_1000m_year.nc | Bin 0 -> 80792 bytes obs/thetao_EN4_100m_year.nc | Bin 0 -> 80784 bytes obs/thetao_EN4_10m_year.nc | Bin 0 -> 80780 bytes obs/thetao_EN4_4000m_year.nc | Bin 0 -> 80792 bytes obs/tos_HadISST2_surface_year.nc | Bin 0 -> 70448 bytes obs/ua_ERA5_300hPa_year.nc | Bin 0 -> 36696 bytes obs/ua_NCEP2_300hPa_year.nc | Bin 0 -> 99193 bytes obs/uas_ERA5_surface_year.nc | Bin 0 -> 36688 bytes obs/uas_NCEP2_surface_year.nc | Bin 0 -> 99306 bytes obs/vas_ERA5_surface_year.nc | Bin 0 -> 36688 bytes obs/vas_NCEP2_surface_year.nc | Bin 0 -> 99306 bytes obs/zg_ERA5_500hPa_year.nc | Bin 0 -> 69632 bytes obs/zg_NCEP2_500hPa_year.nc | Bin 0 -> 98225 bytes obs/zos_NESDIS_surface_year.nc | Bin 0 -> 66367 bytes .../cmip6_subscripts/add_yearly.sh | 17 + .../{ => cmip6_subscripts}/structured.sh | 0 .../unstructured_both.sh | 0 .../unstructured_oce.sh | 0 preprocessing_examples/preprocess_CMIP6.sh | 12 +- 102 files changed, 59049 insertions(+), 6901 deletions(-) create mode 100644 eval/NCEP2/AWI-CM-1-1-MR.csv create mode 100644 eval/NCEP2/CAMS-CSM1-0.csv create mode 100644 eval/NCEP2/GFDL-CM4.csv create mode 100644 eval/NCEP2/INM-CM5-0.csv create mode 100644 eval/NCEP2/MCM-UA-1-0.csv create mode 100644 eval/NCEP2/SAM0-UNICON.csv create mode 100644 obs/clt_MODIS_surface_year.nc create mode 100644 obs/mlotst_C-GLORSv7_surface_year.nc create mode 100644 obs/n_WOA23_400m_year.nc create mode 100644 obs/n_WOA23_50m_year.nc create mode 100644 obs/n_WOA23_800m_year.nc create mode 100644 obs/o2_WOA23_1000m_year.nc create mode 100644 obs/o2_WOA23_400m_year.nc create mode 100644 obs/o2_WOA23_50m_year.nc create mode 100644 obs/p_WOA23_400m_year.nc create mode 100644 obs/p_WOA23_50m_year.nc create mode 100644 obs/p_WOA23_800m_year.nc create mode 100644 obs/pr_GPCP_surface_year.nc create mode 100644 obs/rlut_CERES_surface_year.nc create mode 100644 obs/siconc_OSISAF_surface_year.nc create mode 100644 obs/so_EN4_1000m_year.nc create mode 100644 obs/so_EN4_100m_year.nc create mode 100644 obs/so_EN4_10m_year.nc create mode 100644 obs/so_EN4_4000m_year.nc create mode 100644 obs/tas_ERA5_surface_year.nc create mode 100644 obs/tas_NCEP2_surface_year.nc create mode 100644 obs/thetao_EN4_1000m_year.nc create mode 100644 obs/thetao_EN4_100m_year.nc create mode 100644 obs/thetao_EN4_10m_year.nc create mode 100644 obs/thetao_EN4_4000m_year.nc create mode 100644 obs/tos_HadISST2_surface_year.nc create mode 100644 obs/ua_ERA5_300hPa_year.nc create mode 100644 obs/ua_NCEP2_300hPa_year.nc create mode 100644 obs/uas_ERA5_surface_year.nc create mode 100644 obs/uas_NCEP2_surface_year.nc create mode 100644 obs/vas_ERA5_surface_year.nc create mode 100644 obs/vas_NCEP2_surface_year.nc create mode 100644 obs/zg_ERA5_500hPa_year.nc create mode 100644 obs/zg_NCEP2_500hPa_year.nc create mode 100644 obs/zos_NESDIS_surface_year.nc create mode 100755 preprocessing_examples/cmip6_subscripts/add_yearly.sh rename preprocessing_examples/{ => cmip6_subscripts}/structured.sh (100%) rename preprocessing_examples/{ => cmip6_subscripts}/unstructured_both.sh (100%) rename preprocessing_examples/{ => cmip6_subscripts}/unstructured_oce.sh (100%) diff --git a/cmpitool/cmpitool.py b/cmpitool/cmpitool.py index 793205f..96ee2ad 100644 --- a/cmpitool/cmpitool.py +++ b/cmpitool/cmpitool.py @@ -1,6 +1,6 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path='obs/' , reanalysis='ERA5', eval_path=None, time='198912-201411', seasons=['MAM', 'JJA', 'SON', 'DJF', 'year'], # time changes from time='198912-201411' - maskfixes=True, use_for_eval=False, complexity='boxes', verbose=False, biasmaps=False): + maskfixes=True, use_for_eval=False, complexity='boxes', verbose=False, biasmaps=False, obs=None): ''' AUTHORS: Jan Streffing 2022-12-01 Split off from main tool @@ -12,7 +12,7 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path= INPUT: model_path Path pointing towards the output of your model, preprocessed to be read in by cmiptool - models List of climate model objects to be evaluated via cmiptool + models List of climate model objects to be evaluated via cmiptool eval_models List of climate model objects used as reference for evaluation By default this is set to None, which results in a set of 30 CMIP6 being used @@ -53,8 +53,8 @@ def cmpitool(model_path, models, eval_models=None, out_path='output/', obs_path= eval_path=eval_path+'/' variable, region, climate_model, siconc, tas, clt, pr, rlut, uas, vas, ua, zg, zos, tos, mlotst, thetao, so, alk, co2, n, o2, p, zoo, phy = cmpisetup() - - obs = [siconc, tas, clt, pr, rlut, uas, vas, ua, zg, zos, tos, mlotst, thetao, so, alk, co2, n, o2, p, zoo, phy] + if obs == None: + obs = [siconc, tas, clt, pr, rlut, uas, vas, ua, zg, zos, tos, mlotst, thetao, so, alk, co2, n, o2, p, zoo, phy] ''' If you don't add all variables to obs for your analysis, the missing ones will be skipped. diff --git a/cmpitool/read_errors.py b/cmpitool/read_errors.py index e10783e..54c3b27 100644 --- a/cmpitool/read_errors.py +++ b/cmpitool/read_errors.py @@ -42,7 +42,7 @@ def read_errors(obs, eval_models, regions, seasons, out_path, eval_path, n_imple regions_names = [] for region in regions: regions_names.append(region.name) - + collect = np.empty([len(eval_models),n_implemented_var,len(regions),max_depth,len(seasons)])*np.nan i=0 for eval_model in tqdm(eval_models): @@ -68,18 +68,22 @@ def read_errors(obs, eval_models, regions, seasons, out_path, eval_path, n_imple m=0 for seas in seasons: if any(a): # Check if variable appears in csv. If not, skip it. - if regions_csv[r] not in regions_names: # Check if region from csv part of the analysis. Else advance + if season_csv[r] not in seasons: # Check if region from csv part of the analysis. Else advance while True: + if verbose: + print('skipping season',season_csv[r],r,m,l,k,j,i) r+=1 - if regions_csv[r] in regions_names: + if season_csv[r] in seasons: break - if season_csv[r] not in seasons: # Check if region from csv part of the analysis. Else advance + if regions_csv[r] not in regions_names: # Check if region from csv part of the analysis. Else advance while True: + if verbose: + print('skipping region',regions_csv[r],r,m,l,k,j,i) r+=1 - if season_csv[r] in seasons: + if regions_csv[r] in regions_names: break if verbose: - print(eval_model.name,var.name,region.name,depth,seas,values[r]) + print('reading',r,m,l,k,j,i,eval_model.name,var.name,region.name,depth,seas,values[r]) collect[i,j,k,l,m]=values[r] r+=1 m+=1 diff --git a/eval/ERA5/ACCESS-CM2.csv b/eval/ERA5/ACCESS-CM2.csv index 4f21398..e7a2a92 100644 --- a/eval/ERA5/ACCESS-CM2.csv +++ b/eval/ERA5/ACCESS-CM2.csv @@ -3,1583 +3,1979 @@ siconc Atlantic_Basin surface MAM 15.722127501547531 siconc Atlantic_Basin surface JJA 12.591266159001446 siconc Atlantic_Basin surface SON 12.323673113773072 siconc Atlantic_Basin surface DJF 14.641148317867694 +siconc Atlantic_Basin surface year 10.98373156011184 siconc Pacific_Basin surface MAM 20.180801826630322 siconc Pacific_Basin surface JJA 3.712216106682289 siconc Pacific_Basin surface SON 6.4266404761952645 siconc Pacific_Basin surface DJF 10.79963673472496 +siconc Pacific_Basin surface year 7.309623192379735 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 3.94538291757608 siconc Arctic_Basin surface JJA 8.684663165679854 siconc Arctic_Basin surface SON 7.007514095287656 siconc Arctic_Basin surface DJF 5.169431697843821 +siconc Arctic_Basin surface year 4.362751341556032 siconc Southern_Ocean_Basin surface MAM 23.533141823855434 siconc Southern_Ocean_Basin surface JJA 13.82375166837169 siconc Southern_Ocean_Basin surface SON 14.28072923420218 siconc Southern_Ocean_Basin surface DJF 15.986848443106947 +siconc Southern_Ocean_Basin surface year 14.39102552751199 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 3.929633789062507 siconc Asia surface JJA 11.742867126464844 siconc Asia surface SON 12.612765884399412 siconc Asia surface DJF 1.108888549804682 +siconc Asia surface year 6.792842178344728 siconc North_America surface MAM 13.570860290527335 siconc North_America surface JJA 40.65601348876953 siconc North_America surface SON 13.856513061523437 siconc North_America surface DJF 8.343219604492191 +siconc North_America surface year 19.10915161132813 siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 5.2021460175514225 siconc Antarctica surface JJA 20.376588306427003 siconc Antarctica surface SON 13.462660274505616 siconc Antarctica surface DJF 0.2995819962024689 +siconc Antarctica surface year 9.832744126319886 siconc glob surface MAM 13.108474911207226 siconc glob surface JJA 11.243564156902442 siconc glob surface SON 10.807463739504673 siconc glob surface DJF 10.676068002178656 +siconc glob surface year 9.57574806074393 siconc arctic surface MAM 5.8875949703295545 siconc arctic surface JJA 9.266203316300665 siconc arctic surface SON 7.770013786241739 siconc arctic surface DJF 6.826723183230059 +siconc arctic surface year 5.571095202463136 siconc northmid surface MAM 16.140702448796826 siconc northmid surface JJA 5.975294167897198 siconc northmid surface SON 5.220767245924415 siconc northmid surface DJF 9.923808587729642 +siconc northmid surface year 6.874962041182186 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.003579044115621 siconc southmid surface JJA 13.264296902416778 siconc southmid surface SON 16.807154652307418 siconc southmid surface DJF 6.240344764130255 +siconc southmid surface year 10.158149977603571 siconc antarctic surface MAM 24.956144840589232 siconc antarctic surface JJA 12.478818739636251 siconc antarctic surface SON 12.238727712693564 siconc antarctic surface DJF 17.41566282177915 +siconc antarctic surface year 15.218624987149706 tas Atlantic_Basin surface MAM 1.3199803 tas Atlantic_Basin surface JJA 1.0993465 tas Atlantic_Basin surface SON 1.0827804 tas Atlantic_Basin surface DJF 1.7246377 +tas Atlantic_Basin surface year 1.1870514 tas Pacific_Basin surface MAM 1.0650343 tas Pacific_Basin surface JJA 1.0525054 tas Pacific_Basin surface SON 1.0177158 tas Pacific_Basin surface DJF 1.053352 +tas Pacific_Basin surface year 0.9808709 tas Indian_Basin surface MAM 0.92964506 tas Indian_Basin surface JJA 0.7841089 tas Indian_Basin surface SON 0.6506433 tas Indian_Basin surface DJF 0.829321 +tas Indian_Basin surface year 0.72336197 tas Arctic_Basin surface MAM 5.0412364 tas Arctic_Basin surface JJA 1.6716903 tas Arctic_Basin surface SON 3.8973124 tas Arctic_Basin surface DJF 7.6264586 +tas Arctic_Basin surface year 4.5072074 tas Southern_Ocean_Basin surface MAM 1.9317888 tas Southern_Ocean_Basin surface JJA 1.8673297 tas Southern_Ocean_Basin surface SON 1.44422 tas Southern_Ocean_Basin surface DJF 1.267051 +tas Southern_Ocean_Basin surface year 1.4539576 tas Mediterranean_Basin surface MAM 0.9236228 tas Mediterranean_Basin surface JJA 0.59569275 tas Mediterranean_Basin surface SON 1.106214 tas Mediterranean_Basin surface DJF 1.1043639 +tas Mediterranean_Basin surface year 0.792676 tas Asia surface MAM 2.4465504 tas Asia surface JJA 2.5542595 tas Asia surface SON 2.044762 tas Asia surface DJF 2.3970246 +tas Asia surface year 2.1937068 tas North_America surface MAM 1.8786196 tas North_America surface JJA 1.9383737 tas North_America surface SON 2.3264248 tas North_America surface DJF 3.4438848 +tas North_America surface year 2.0784533 tas Europe surface MAM 2.501863 tas Europe surface JJA 2.636216 tas Europe surface SON 2.2843986 tas Europe surface DJF 3.3700778 +tas Europe surface year 2.6410766 tas Africa surface MAM 1.4781965 tas Africa surface JJA 1.70212 tas Africa surface SON 1.6385498 tas Africa surface DJF 1.3637353 +tas Africa surface year 1.3361084 tas South_America surface MAM 1.766647 tas South_America surface JJA 1.8111758 tas South_America surface SON 1.8218727 tas South_America surface DJF 1.8748914 +tas South_America surface year 1.6307352 tas Oceania surface MAM 2.888375 tas Oceania surface JJA 3.26924 tas Oceania surface SON 2.2465904 tas Oceania surface DJF 2.4119623 +tas Oceania surface year 2.621865 tas Australia surface MAM 0.9645879 tas Australia surface JJA 0.8293229 tas Australia surface SON 0.6399857 tas Australia surface DJF 1.4005213 +tas Australia surface year 0.68903756 tas Antarctica surface MAM 4.151391 tas Antarctica surface JJA 4.766673 tas Antarctica surface SON 2.2847385 tas Antarctica surface DJF 5.243737 +tas Antarctica surface year 2.1193845 tas glob surface MAM 2.049279 tas glob surface JJA 1.7966143 tas glob surface SON 1.6820637 tas glob surface DJF 2.391468 +tas glob surface year 1.6993748 tas arctic surface MAM 3.9452763 tas arctic surface JJA 1.9715157 tas arctic surface SON 3.204774 tas arctic surface DJF 6.2614775 +tas arctic surface year 3.7076159 tas northmid surface MAM 1.7166921 tas northmid surface JJA 1.8747962 tas northmid surface SON 1.6700217 tas northmid surface DJF 1.6169726 +tas northmid surface year 1.56674 tas tropics surface MAM 1.129554 tas tropics surface JJA 1.0818305 tas tropics surface SON 1.0672206 tas tropics surface DJF 1.1438141 +tas tropics surface year 1.0097556 tas innertropics surface MAM 1.1329905 tas innertropics surface JJA 1.1741557 tas innertropics surface SON 1.2537307 tas innertropics surface DJF 1.2471354 +tas innertropics surface year 1.1110458 tas nino34 surface MAM 0.48329797 tas nino34 surface JJA 0.48351416 tas nino34 surface SON 0.6023443 tas nino34 surface DJF 0.84860283 +tas nino34 surface year 0.4660057 tas southmid surface MAM 1.1335455 tas southmid surface JJA 1.017358 tas southmid surface SON 0.9716823 tas southmid surface DJF 1.1343212 +tas southmid surface year 1.0048512 tas antarctic surface MAM 3.4449582 tas antarctic surface JJA 3.7845857 tas antarctic surface SON 2.237545 tas antarctic surface DJF 3.3632517 +tas antarctic surface year 2.008348 clt Atlantic_Basin surface MAM 10.665979 clt Atlantic_Basin surface JJA 9.632542 clt Atlantic_Basin surface SON 7.4045053 clt Atlantic_Basin surface DJF 11.004207 +clt Atlantic_Basin surface year 8.2914505 clt Pacific_Basin surface MAM 8.829194 clt Pacific_Basin surface JJA 9.665555 clt Pacific_Basin surface SON 8.646441 clt Pacific_Basin surface DJF 9.266589 +clt Pacific_Basin surface year 8.127298 clt Indian_Basin surface MAM 8.5870075 clt Indian_Basin surface JJA 13.318166 clt Indian_Basin surface SON 11.480229 clt Indian_Basin surface DJF 9.318753 +clt Indian_Basin surface year 9.393741 clt Arctic_Basin surface MAM 24.46329 clt Arctic_Basin surface JJA 15.84189 clt Arctic_Basin surface SON 21.360497 clt Arctic_Basin surface DJF 27.437351 +clt Arctic_Basin surface year 22.274288 clt Southern_Ocean_Basin surface MAM 5.9582224 clt Southern_Ocean_Basin surface JJA 10.108047 clt Southern_Ocean_Basin surface SON 6.346691 clt Southern_Ocean_Basin surface DJF 3.498188 +clt Southern_Ocean_Basin surface year 5.954068 clt Mediterranean_Basin surface MAM 4.2352977 clt Mediterranean_Basin surface JJA 6.194774 clt Mediterranean_Basin surface SON 4.2953486 clt Mediterranean_Basin surface DJF 5.387745 +clt Mediterranean_Basin surface year 3.7827966 clt Asia surface MAM 17.417723 clt Asia surface JJA 12.039314 clt Asia surface SON 15.165023 clt Asia surface DJF 18.794691 +clt Asia surface year 14.638271 clt North_America surface MAM 22.325035 clt North_America surface JJA 13.960444 clt North_America surface SON 20.099514 clt North_America surface DJF 23.423918 +clt North_America surface year 19.378757 clt Europe surface MAM 19.812336 clt Europe surface JJA 9.372476 clt Europe surface SON 14.420397 clt Europe surface DJF 17.485415 +clt Europe surface year 13.830496 clt Africa surface MAM 7.483228 clt Africa surface JJA 12.719537 clt Africa surface SON 10.236234 clt Africa surface DJF 9.151551 +clt Africa surface year 7.165273 clt South_America surface MAM 12.75361 clt South_America surface JJA 11.58448 clt South_America surface SON 8.375959 clt South_America surface DJF 9.525837 +clt South_America surface year 8.3412695 clt Oceania surface MAM 10.363017 clt Oceania surface JJA 14.226554 clt Oceania surface SON 10.511682 clt Oceania surface DJF 7.834828 +clt Oceania surface year 10.015124 clt Australia surface MAM 6.413345 clt Australia surface JJA 7.2114844 clt Australia surface SON 4.668703 clt Australia surface DJF 7.8082814 +clt Australia surface year 2.9492671 clt Antarctica surface MAM 58.00874 clt Antarctica surface JJA 54.15291 clt Antarctica surface SON 53.97618 clt Antarctica surface DJF 47.570625 +clt Antarctica surface year 53.41783 clt glob surface MAM 15.586578 clt glob surface JJA 14.804704 clt glob surface SON 14.405144 clt glob surface DJF 14.899785 +clt glob surface year 13.985867 clt arctic surface MAM 23.430084 clt arctic surface JJA 15.180449 clt arctic surface SON 20.17542 clt arctic surface DJF 27.093071 +clt arctic surface year 21.400576 clt northmid surface MAM 11.084559 clt northmid surface JJA 8.3032465 clt northmid surface SON 9.627014 clt northmid surface DJF 9.7342615 +clt northmid surface year 8.593142 clt tropics surface MAM 10.046405 clt tropics surface JJA 11.836397 clt tropics surface SON 9.677249 clt tropics surface DJF 10.5757475 +clt tropics surface year 8.701088 clt innertropics surface MAM 10.621252 clt innertropics surface JJA 10.303054 clt innertropics surface SON 8.906948 clt innertropics surface DJF 10.150582 +clt innertropics surface year 7.8536663 clt nino34 surface MAM 20.971935 clt nino34 surface JJA 15.793527 clt nino34 surface SON 17.73696 clt nino34 surface DJF 17.69906 +clt nino34 surface year 17.713274 clt southmid surface MAM 4.4966655 clt southmid surface JJA 4.0767603 clt southmid surface SON 4.2519326 clt southmid surface DJF 4.31569 +clt southmid surface year 3.7813482 clt antarctic surface MAM 36.71581 clt antarctic surface JJA 39.076458 clt antarctic surface SON 34.91678 clt antarctic surface DJF 28.84024 +clt antarctic surface year 34.67181 pr Atlantic_Basin surface MAM 1.0778514e-05 pr Atlantic_Basin surface JJA 1.0966727e-05 pr Atlantic_Basin surface SON 7.3526207e-06 pr Atlantic_Basin surface DJF 9.354295e-06 +pr Atlantic_Basin surface year 7.553121e-06 pr Pacific_Basin surface MAM 1.6599992e-05 pr Pacific_Basin surface JJA 1.603767e-05 pr Pacific_Basin surface SON 1.407657e-05 pr Pacific_Basin surface DJF 1.4921868e-05 +pr Pacific_Basin surface year 1.244477e-05 pr Indian_Basin surface MAM 1.6995877e-05 pr Indian_Basin surface JJA 1.6092376e-05 pr Indian_Basin surface SON 1.39526655e-05 pr Indian_Basin surface DJF 1.3114985e-05 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500hPa JJA 29.87671 zg Southern_Ocean_Basin 500hPa SON 20.077211 zg Southern_Ocean_Basin 500hPa DJF 25.040762 +zg Southern_Ocean_Basin 500hPa year 19.828064 zg Mediterranean_Basin 500hPa MAM 21.220587 zg Mediterranean_Basin 500hPa JJA 9.888672 zg Mediterranean_Basin 500hPa SON 23.214306 zg Mediterranean_Basin 500hPa DJF 6.7026944 +zg Mediterranean_Basin 500hPa year 14.651855 zg Asia 500hPa MAM 11.417264 zg Asia 500hPa JJA 19.672836 zg Asia 500hPa SON 14.82255 zg Asia 500hPa DJF 9.839243 +zg Asia 500hPa year 12.181596 zg North_America 500hPa MAM 13.041306 zg North_America 500hPa JJA 7.86863 zg North_America 500hPa SON 15.16067 zg North_America 500hPa DJF 22.70579 +zg North_America 500hPa year 13.121075 zg Europe 500hPa MAM 17.519693 zg Europe 500hPa JJA 28.946768 zg Europe 500hPa SON 17.534517 zg Europe 500hPa DJF 23.386213 +zg Europe 500hPa year 20.842516 zg Africa 500hPa MAM 9.910838 zg Africa 500hPa JJA 8.150808 zg Africa 500hPa SON 8.689854 zg Africa 500hPa DJF 3.0052745 +zg Africa 500hPa year 6.4222918 zg South_America 500hPa MAM 4.7991366 zg South_America 500hPa JJA 5.7526464 zg South_America 500hPa SON 4.4698763 zg South_America 500hPa DJF 5.0350456 +zg South_America 500hPa year 3.0358598 zg Oceania 500hPa MAM 16.088335 zg Oceania 500hPa JJA 7.7697086 zg Oceania 500hPa SON 8.604492 zg Oceania 500hPa DJF 10.826527 +zg Oceania 500hPa year 8.744629 zg Australia 500hPa MAM 17.26094 zg Australia 500hPa JJA 6.6271067 zg Australia 500hPa SON 5.690695 zg Australia 500hPa DJF 17.425924 +zg Australia 500hPa year 8.133538 zg Antarctica 500hPa MAM 11.908864 zg Antarctica 500hPa JJA 12.655342 zg Antarctica 500hPa SON 23.526453 zg Antarctica 500hPa DJF 44.94144 +zg Antarctica 500hPa year 20.364557 zg glob 500hPa MAM 13.100806 zg glob 500hPa JJA 17.211294 zg glob 500hPa SON 16.032066 zg glob 500hPa DJF 18.029055 +zg glob 500hPa year 14.069018 zg arctic 500hPa MAM 8.066362 zg arctic 500hPa JJA 22.150812 zg arctic 500hPa SON 19.713158 zg arctic 500hPa DJF 15.159682 +zg arctic 500hPa year 14.549408 zg northmid 500hPa MAM 20.72052 zg northmid 500hPa JJA 23.27189 zg northmid 500hPa SON 27.597597 zg northmid 500hPa DJF 22.99409 +zg northmid 500hPa year 22.651112 zg tropics 500hPa MAM 6.9947476 zg tropics 500hPa JJA 6.2907863 zg tropics 500hPa SON 5.7023168 zg tropics 500hPa DJF 7.1722198 +zg tropics 500hPa year 5.463174 zg innertropics 500hPa MAM 4.65035 zg innertropics 500hPa JJA 3.1607876 zg innertropics 500hPa SON 5.6288977 zg innertropics 500hPa DJF 5.76894 +zg innertropics 500hPa year 4.4440465 zg nino34 500hPa MAM 4.6026125 zg nino34 500hPa JJA 2.0703247 zg nino34 500hPa SON 6.1329265 zg nino34 500hPa DJF 9.5668745 +zg nino34 500hPa year 5.593164 zg southmid 500hPa MAM 17.581194 zg southmid 500hPa JJA 24.66718 zg southmid 500hPa SON 11.761545 zg southmid 500hPa DJF 14.749465 +zg southmid 500hPa year 12.914599 zg antarctic 500hPa MAM 17.059118 zg antarctic 500hPa JJA 19.750414 zg antarctic 500hPa SON 26.459808 zg antarctic 500hPa DJF 41.36495 +zg antarctic 500hPa year 23.37389 zos Atlantic_Basin surface MAM 0.030769125 zos Atlantic_Basin surface JJA 0.03185316 zos Atlantic_Basin surface SON 0.03121709 zos Atlantic_Basin surface DJF 0.029854078 +zos Atlantic_Basin surface year 0.029763648 zos Pacific_Basin surface MAM 0.030563235 zos Pacific_Basin surface JJA 0.02892005 zos Pacific_Basin surface SON 0.028939843 zos Pacific_Basin surface DJF 0.026494874 +zos Pacific_Basin surface year 0.027750237 zos Indian_Basin surface MAM 0.04105019 zos Indian_Basin surface JJA 0.041971065 zos Indian_Basin surface SON 0.049140975 zos Indian_Basin surface DJF 0.0463156 +zos Indian_Basin surface year 0.044009537 zos Arctic_Basin surface MAM 0.026561966 zos Arctic_Basin surface JJA 0.036377486 zos Arctic_Basin surface SON 0.037634056 zos Arctic_Basin surface DJF 0.03425961 +zos Arctic_Basin surface year 0.032435667 zos Southern_Ocean_Basin surface MAM 0.039682094 zos Southern_Ocean_Basin surface JJA 0.04142705 zos Southern_Ocean_Basin surface SON 0.04170403 zos Southern_Ocean_Basin surface DJF 0.03854095 +zos Southern_Ocean_Basin surface year 0.037695173 zos Mediterranean_Basin surface MAM 0.015406148 zos Mediterranean_Basin surface JJA 0.015330351 zos Mediterranean_Basin surface SON 0.011432635 zos Mediterranean_Basin surface DJF 0.012063453 +zos Mediterranean_Basin surface year 0.011471433 zos Asia surface MAM 0.012798473 zos Asia surface JJA 0.028014157 zos Asia surface SON 0.048739776 zos Asia surface DJF 0.017930081 +zos Asia surface year 0.03597031 zos North_America surface MAM 0.035478346 zos North_America surface JJA 0.011408657 zos North_America surface SON 0.03464814 zos North_America surface DJF nan +zos North_America surface year 0.043100394 zos Europe surface MAM 0.017536094 zos Europe surface JJA 0.02536827 zos Europe surface SON 0.017127868 zos Europe surface DJF 0.023872137 +zos Europe surface year 0.021001093 zos Africa surface MAM nan zos Africa surface JJA nan zos Africa surface SON nan zos Africa surface DJF nan +zos Africa surface year nan zos South_America surface MAM nan zos South_America surface JJA nan zos South_America surface SON nan zos South_America surface DJF nan +zos South_America surface year nan zos Oceania surface MAM nan zos Oceania surface JJA nan zos Oceania surface SON nan zos Oceania surface DJF nan +zos Oceania surface year nan zos Australia surface MAM 0.037830904 zos Australia surface JJA 0.028051818 zos Australia surface SON 0.02167958 zos Australia surface DJF 0.022021681 +zos Australia surface year 0.027445994 zos Antarctica surface MAM 0.005090326 zos Antarctica surface JJA 0.010818087 zos Antarctica surface SON 0.015549742 zos Antarctica surface DJF 0.003764771 +zos Antarctica surface year 0.008780733 zos glob surface MAM 0.03451009 zos glob surface JJA 0.034745626 zos glob surface SON 0.035578478 zos glob surface DJF 0.033242483 +zos glob surface year 0.033074945 zos arctic surface MAM 0.029281035 zos arctic surface JJA 0.03407842 zos arctic surface SON 0.033910457 zos arctic surface DJF 0.030162174 +zos arctic surface year 0.03073209 zos northmid surface MAM 0.03664131 zos northmid surface JJA 0.038839653 zos northmid surface SON 0.039265018 zos northmid surface DJF 0.03562993 +zos northmid surface year 0.036740903 zos tropics surface MAM 0.027418157 zos tropics surface JJA 0.027061827 zos tropics surface SON 0.028669812 zos tropics surface DJF 0.02547616 +zos tropics surface year 0.026028894 zos innertropics surface MAM 0.025223462 zos innertropics surface JJA 0.024207724 zos innertropics surface SON 0.026467906 zos innertropics surface DJF 0.021997135 +zos innertropics surface year 0.022922846 zos nino34 surface MAM 0.034349672 zos nino34 surface JJA 0.024175623 zos nino34 surface SON 0.03365076 zos nino34 surface DJF 0.020955026 +zos nino34 surface year 0.028248228 zos southmid surface MAM 0.051790785 zos southmid surface JJA 0.048685443 zos southmid surface SON 0.048381306 zos southmid surface DJF 0.050494734 +zos southmid surface year 0.04949762 zos antarctic surface MAM 0.017389022 zos antarctic surface JJA 0.02006349 zos antarctic surface SON 0.023086311 zos antarctic surface DJF 0.017601183 +zos antarctic surface year 0.016587479 tos Atlantic_Basin surface MAM 0.2829091 tos Atlantic_Basin surface JJA 0.29225484 tos Atlantic_Basin surface SON 0.26987436 tos Atlantic_Basin surface DJF 0.258876 +tos Atlantic_Basin surface year 0.23278633 tos Pacific_Basin surface MAM 0.17100118 tos Pacific_Basin surface JJA 0.19944116 tos Pacific_Basin surface SON 0.17307875 tos Pacific_Basin surface DJF 0.17086309 +tos Pacific_Basin surface year 0.14730892 tos Indian_Basin surface MAM 0.12099237 tos Indian_Basin surface JJA 0.14871918 tos Indian_Basin surface SON 0.11225386 tos Indian_Basin surface DJF 0.175937 +tos Indian_Basin surface year 0.100512296 tos Arctic_Basin surface MAM 0.08271768 tos Arctic_Basin surface JJA 0.28324696 tos Arctic_Basin surface SON 0.28681478 tos Arctic_Basin surface DJF 0.08284934 +tos Arctic_Basin surface year 0.16217811 tos Southern_Ocean_Basin surface MAM 0.35093474 tos Southern_Ocean_Basin surface JJA 0.14644006 tos Southern_Ocean_Basin surface SON 0.16622214 tos Southern_Ocean_Basin surface DJF 0.57983404 +tos Southern_Ocean_Basin surface year 0.22948618 tos Mediterranean_Basin surface MAM 0.16591232 tos Mediterranean_Basin surface JJA 0.16617212 tos Mediterranean_Basin surface SON 0.23467979 tos Mediterranean_Basin surface DJF 0.13839407 +tos Mediterranean_Basin surface year 0.13318901 tos Asia surface MAM 0.06340493 tos Asia surface JJA 0.5336478 tos Asia surface SON 0.57540923 tos Asia surface DJF 0.08186003 +tos Asia surface year 0.2719169 tos North_America surface MAM 0.24645527 tos North_America surface JJA 0.47794563 tos North_America surface SON 0.2885749 tos North_America surface DJF 0.12025783 +tos North_America surface year 0.26980475 tos Europe surface MAM 0.07828534 tos Europe surface JJA 0.19465458 tos Europe surface SON 0.2552166 tos Europe surface DJF 0.056405187 +tos Europe surface year 0.10699773 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM 0.11381568 tos South_America surface JJA 0.13459222 tos South_America surface SON 0.10397868 tos South_America surface DJF 0.09333719 +tos South_America surface year 0.058246553 tos Oceania surface MAM nan tos Oceania surface JJA nan tos Oceania surface SON nan tos Oceania surface DJF nan +tos Oceania surface year nan tos Australia surface MAM 0.15243846 tos Australia surface JJA 0.037065953 tos Australia surface SON 0.20964786 tos Australia surface DJF 0.21499741 +tos Australia surface year 0.048852414 tos Antarctica surface MAM 0.2999853 tos Antarctica surface JJA 0.29895294 tos Antarctica surface SON 0.3521338 tos Antarctica surface DJF 0.47807363 +tos Antarctica surface year 0.35728642 tos glob surface MAM 0.22646454 tos glob surface JJA 0.20567238 tos glob surface SON 0.19604397 tos glob surface DJF 0.2909517 +tos glob surface year 0.18270816 tos arctic surface MAM 0.15568094 tos arctic surface JJA 0.346099 tos arctic surface SON 0.31919163 tos arctic surface DJF 0.14379302 +tos arctic surface year 0.20964774 tos northmid surface MAM 0.31715667 tos northmid surface JJA 0.33363634 tos northmid surface SON 0.3803922 tos northmid surface DJF 0.2728537 +tos northmid surface year 0.27843276 tos tropics surface MAM 0.1456789 tos tropics surface JJA 0.16312873 tos tropics surface SON 0.123423114 tos tropics surface DJF 0.15795517 +tos tropics surface year 0.11530069 tos innertropics surface MAM 0.14594343 tos innertropics surface JJA 0.13768505 tos innertropics surface SON 0.10792336 tos innertropics surface DJF 0.13666752 +tos innertropics surface year 0.099474594 tos nino34 surface MAM 0.34367186 tos nino34 surface JJA 0.086225815 tos nino34 surface SON 0.11977409 tos nino34 surface DJF 0.12385457 +tos nino34 surface year 0.14693566 tos southmid surface MAM 0.22803165 tos southmid surface JJA 0.15010867 tos southmid surface SON 0.1659964 tos southmid surface DJF 0.30981532 +tos southmid surface year 0.14298357 tos antarctic surface MAM 0.5205892 tos antarctic surface JJA 0.11716159 tos antarctic surface SON 0.1361879 tos antarctic surface DJF 0.9885516 +tos antarctic surface year 0.3668674 mlotst Atlantic_Basin surface MAM 60.16468 mlotst Atlantic_Basin surface JJA 12.6114025 mlotst Atlantic_Basin surface SON 16.616339 mlotst Atlantic_Basin surface DJF 60.85747 +mlotst Atlantic_Basin surface year 36.940247 mlotst Pacific_Basin surface MAM 18.90089 mlotst Pacific_Basin surface JJA 10.627132 mlotst Pacific_Basin surface SON 11.765463 mlotst Pacific_Basin surface DJF 19.141876 +mlotst Pacific_Basin surface year 14.795352 mlotst Indian_Basin surface MAM 13.904738 mlotst Indian_Basin surface JJA 32.4884 mlotst Indian_Basin surface SON 25.194273 mlotst Indian_Basin surface DJF 12.780829 +mlotst Indian_Basin surface year 20.984512 mlotst Arctic_Basin surface MAM 30.300446 mlotst Arctic_Basin surface JJA 8.906037 mlotst Arctic_Basin surface SON 14.033483 mlotst Arctic_Basin surface DJF 22.458286 +mlotst Arctic_Basin surface year 18.735922 mlotst Southern_Ocean_Basin surface MAM 14.89401 mlotst Southern_Ocean_Basin surface JJA 66.16374 mlotst Southern_Ocean_Basin surface SON 113.36669 mlotst Southern_Ocean_Basin surface DJF 7.0805154 +mlotst Southern_Ocean_Basin surface year 49.437485 mlotst Mediterranean_Basin surface MAM 39.66266 mlotst Mediterranean_Basin surface JJA 4.1589546 mlotst Mediterranean_Basin surface SON 8.544241 mlotst Mediterranean_Basin surface DJF 70.92783 +mlotst Mediterranean_Basin surface year 29.812311 mlotst Asia surface MAM 28.104858 mlotst Asia surface JJA 13.204391 mlotst Asia surface SON 23.680191 mlotst Asia surface DJF 37.39519 +mlotst Asia surface year 25.596159 mlotst North_America surface MAM 43.96686 mlotst North_America surface JJA 16.298674 mlotst North_America surface SON 24.545202 mlotst North_America surface DJF 43.037106 +mlotst North_America surface year 31.961962 mlotst Europe surface MAM 25.340612 mlotst Europe surface JJA 11.302493 mlotst Europe surface SON 27.587896 mlotst Europe surface DJF 42.60371 +mlotst Europe surface year 26.70868 mlotst Africa surface MAM nan mlotst Africa surface JJA nan mlotst Africa surface SON nan mlotst Africa surface DJF nan +mlotst Africa surface year nan mlotst South_America surface MAM 35.294174 mlotst South_America surface JJA 32.550934 mlotst South_America surface SON 31.363634 mlotst South_America surface DJF 36.937424 +mlotst South_America surface year 34.036545 mlotst Oceania surface MAM nan mlotst Oceania surface JJA nan mlotst Oceania surface SON nan mlotst Oceania surface DJF nan +mlotst Oceania surface year nan mlotst Australia surface MAM 55.33117 mlotst Australia surface JJA 75.92743 mlotst Australia surface SON 54.036896 mlotst Australia surface DJF 26.513683 +mlotst Australia surface year 52.952293 mlotst Antarctica surface MAM 33.87753 mlotst Antarctica surface JJA 59.167244 mlotst Antarctica surface SON 54.086143 mlotst Antarctica surface DJF 12.385384 +mlotst Antarctica surface year 39.879074 mlotst glob surface MAM 26.069118 mlotst glob surface JJA 28.342283 mlotst glob surface SON 42.467484 mlotst glob surface DJF 23.204193 +mlotst glob surface year 29.510262 mlotst arctic surface MAM 49.714634 mlotst arctic surface JJA 8.180283 mlotst arctic surface SON 16.368782 mlotst arctic surface DJF 43.897137 +mlotst arctic surface year 29.178257 mlotst northmid surface MAM 64.518265 mlotst northmid surface JJA 5.031062 mlotst northmid surface SON 13.259685 mlotst northmid surface DJF 68.55846 +mlotst northmid surface year 37.577625 mlotst tropics surface MAM 13.448981 mlotst tropics surface JJA 14.133762 mlotst tropics surface SON 12.425704 mlotst tropics surface DJF 14.228459 +mlotst tropics surface year 13.2209425 mlotst innertropics surface MAM 13.045429 mlotst innertropics surface JJA 13.506293 mlotst innertropics surface SON 11.738044 mlotst innertropics surface DJF 13.859647 +mlotst innertropics surface year 12.716687 mlotst nino34 surface MAM 14.900538 mlotst nino34 surface JJA 12.080155 mlotst nino34 surface SON 13.135907 mlotst nino34 surface DJF 13.164994 +mlotst nino34 surface year 13.19519 mlotst southmid surface MAM 13.861736 mlotst southmid surface JJA 52.17078 mlotst southmid surface SON 54.29207 mlotst southmid surface DJF 7.4713707 +mlotst southmid surface year 31.099977 mlotst antarctic surface MAM 17.344763 mlotst antarctic surface JJA 89.25342 mlotst antarctic surface SON 225.64014 mlotst antarctic surface DJF 6.0410004 +mlotst antarctic surface year 83.74857 thetao Atlantic_Basin 10m MAM 1.0667853 thetao Atlantic_Basin 10m JJA 1.1469666 thetao Atlantic_Basin 10m SON 1.0192721 thetao Atlantic_Basin 10m DJF 1.043275 +thetao Atlantic_Basin 10m year 1.0125322 thetao Atlantic_Basin 100m MAM 1.341391 thetao Atlantic_Basin 100m JJA 1.2776041 thetao Atlantic_Basin 100m SON 1.3167003 thetao Atlantic_Basin 100m DJF 1.2321571 +thetao Atlantic_Basin 100m year 1.2483146 thetao Atlantic_Basin 1000m MAM 4.4948616 thetao Atlantic_Basin 1000m JJA 4.500635 thetao Atlantic_Basin 1000m SON 4.502195 thetao Atlantic_Basin 1000m DJF 4.479338 +thetao Atlantic_Basin 1000m year 4.4942575 thetao Pacific_Basin 10m MAM 0.8789259 thetao Pacific_Basin 10m JJA 0.9510975 thetao Pacific_Basin 10m SON 0.9408303 thetao Pacific_Basin 10m DJF 0.9241567 +thetao Pacific_Basin 10m year 0.863958 thetao Pacific_Basin 100m MAM 1.3753171 thetao Pacific_Basin 100m JJA 1.467624 thetao Pacific_Basin 100m SON 1.3580546 thetao Pacific_Basin 100m DJF 1.2782218 +thetao Pacific_Basin 100m year 1.3151457 thetao Pacific_Basin 1000m MAM 2.6065238 thetao Pacific_Basin 1000m JJA 2.6121175 thetao Pacific_Basin 1000m SON 2.6067266 thetao Pacific_Basin 1000m DJF 2.6070852 +thetao Pacific_Basin 1000m year 2.6081135 thetao Indian_Basin 10m MAM 0.46337408 thetao Indian_Basin 10m JJA 0.4565428 thetao Indian_Basin 10m SON 0.46961838 thetao Indian_Basin 10m DJF 0.43835694 +thetao Indian_Basin 10m year 0.3261402 thetao Indian_Basin 100m MAM 1.9160992 thetao Indian_Basin 100m JJA 1.8260382 thetao Indian_Basin 100m SON 2.0706987 thetao Indian_Basin 100m DJF 2.0094917 +thetao Indian_Basin 100m year 1.9050862 thetao Indian_Basin 1000m MAM 2.8874695 thetao Indian_Basin 1000m JJA 2.885033 thetao Indian_Basin 1000m SON 2.8889909 thetao Indian_Basin 1000m DJF 2.868484 +thetao Indian_Basin 1000m year 2.8824947 thetao Arctic_Basin 10m MAM 0.48378593 thetao Arctic_Basin 10m JJA 0.5447304 thetao Arctic_Basin 10m SON 0.5008648 thetao Arctic_Basin 10m DJF 0.54191595 +thetao Arctic_Basin 10m year 0.47706744 thetao Arctic_Basin 100m MAM 0.49636447 thetao Arctic_Basin 100m JJA 0.4914643 thetao Arctic_Basin 100m SON 0.51365584 thetao Arctic_Basin 100m DJF 0.5394607 +thetao Arctic_Basin 100m year 0.50535053 thetao Arctic_Basin 1000m MAM 0.67067564 thetao Arctic_Basin 1000m JJA 0.66163516 thetao Arctic_Basin 1000m SON 0.6679753 thetao Arctic_Basin 1000m DJF 0.6701278 +thetao Arctic_Basin 1000m year 0.6674119 thetao Southern_Ocean_Basin 10m MAM 1.1959797 thetao Southern_Ocean_Basin 10m JJA 0.9206122 thetao Southern_Ocean_Basin 10m SON 0.93339646 thetao Southern_Ocean_Basin 10m DJF 1.4297556 +thetao Southern_Ocean_Basin 10m year 1.0011901 thetao Southern_Ocean_Basin 100m MAM 0.98649013 thetao Southern_Ocean_Basin 100m JJA 0.99046844 thetao Southern_Ocean_Basin 100m SON 0.9740926 thetao Southern_Ocean_Basin 100m DJF 0.957444 +thetao Southern_Ocean_Basin 100m year 0.95068604 thetao Southern_Ocean_Basin 1000m MAM 1.8607552 thetao Southern_Ocean_Basin 1000m JJA 1.8643866 thetao Southern_Ocean_Basin 1000m SON 1.8632795 thetao Southern_Ocean_Basin 1000m DJF 1.860822 +thetao Southern_Ocean_Basin 1000m year 1.8621544 thetao Mediterranean_Basin 10m MAM 0.65554297 thetao Mediterranean_Basin 10m JJA 0.7474157 thetao Mediterranean_Basin 10m SON 1.6193614 thetao Mediterranean_Basin 10m DJF 0.9261094 +thetao Mediterranean_Basin 10m year 0.918837 thetao Mediterranean_Basin 100m MAM 0.62493134 thetao Mediterranean_Basin 100m JJA 0.7554865 thetao Mediterranean_Basin 100m SON 0.9573396 thetao Mediterranean_Basin 100m DJF 0.80710125 +thetao Mediterranean_Basin 100m year 0.7741487 thetao Mediterranean_Basin 1000m MAM 2.2664018 thetao Mediterranean_Basin 1000m JJA 2.271342 thetao Mediterranean_Basin 1000m SON 2.2777963 thetao Mediterranean_Basin 1000m DJF 2.274065 +thetao Mediterranean_Basin 1000m year 2.2724004 thetao Asia 10m MAM 0.90635 thetao Asia 10m JJA 1.4388835 thetao Asia 10m SON 1.4261503 thetao Asia 10m DJF 1.0185231 +thetao Asia 10m year 0.9176776 thetao Asia 100m MAM 1.8005812 thetao Asia 100m JJA 2.2100313 thetao Asia 100m SON 2.1370788 thetao Asia 100m DJF 1.3549707 +thetao Asia 100m year 1.8756728 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.8841339 thetao North_America 10m JJA 1.833731 thetao North_America 10m SON 0.9848736 thetao North_America 10m DJF 1.5159724 +thetao North_America 10m year 1.523538 thetao North_America 100m MAM 1.5716066 thetao North_America 100m JJA 0.81055224 thetao North_America 100m SON 0.6255621 thetao North_America 100m DJF 0.4853634 +thetao North_America 100m year 0.87150705 thetao North_America 1000m MAM nan thetao North_America 1000m JJA nan thetao North_America 1000m SON nan thetao North_America 1000m DJF nan +thetao North_America 1000m year nan thetao Europe 10m MAM 0.271672 thetao Europe 10m JJA 1.203681 thetao Europe 10m SON 0.5749712 thetao Europe 10m DJF 1.3464952 +thetao Europe 10m year 0.24735689 thetao Europe 100m MAM 0.32859707 thetao Europe 100m JJA 0.63084793 thetao Europe 100m SON 0.8652897 thetao Europe 100m DJF 0.5250292 +thetao Europe 100m year 0.5874405 thetao Europe 1000m MAM 3.4722672 thetao Europe 1000m JJA 3.4722786 thetao Europe 1000m SON 3.478693 thetao Europe 1000m DJF 3.4634933 +thetao Europe 1000m year 3.4716988 thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 0.10052872 thetao South_America 10m JJA 0.37428284 thetao South_America 10m SON 0.53188705 thetao South_America 10m DJF 0.071229935 +thetao South_America 10m year 0.26948166 thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 0.30236626 thetao Australia 10m JJA 0.19179869 thetao Australia 10m SON 0.6770129 thetao Australia 10m DJF 0.7334194 +thetao Australia 10m year 0.3518567 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 1.446709 thetao Antarctica 10m JJA 1.0428395 thetao Antarctica 10m SON 0.94703054 thetao Antarctica 10m DJF 2.070229 +thetao Antarctica 10m year 1.3767021 thetao Antarctica 100m MAM nan thetao Antarctica 100m JJA nan thetao Antarctica 100m SON nan thetao Antarctica 100m DJF nan +thetao Antarctica 100m year nan thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 0.91384083 thetao glob 10m JJA 0.8816423 thetao glob 10m SON 0.8568823 thetao glob 10m DJF 0.993589 +thetao glob 10m year 0.83051026 thetao glob 100m MAM 1.2182268 thetao glob 100m JJA 1.2275474 thetao glob 100m SON 1.2220932 thetao glob 100m DJF 1.1727461 +thetao glob 100m year 1.1712124 thetao glob 1000m MAM 2.5641782 thetao glob 1000m JJA 2.5671034 thetao glob 1000m SON 2.5661774 thetao glob 1000m DJF 2.5598109 +thetao glob 1000m year 2.5642543 thetao arctic 10m MAM 0.7075129 thetao arctic 10m JJA 0.7716096 thetao arctic 10m SON 0.6652119 thetao arctic 10m DJF 0.6932649 +thetao arctic 10m year 0.6671993 thetao arctic 100m MAM 0.7877917 thetao arctic 100m JJA 0.6785984 thetao arctic 100m SON 0.6977882 thetao arctic 100m DJF 0.6947601 +thetao arctic 100m year 0.7077671 thetao arctic 1000m MAM 0.85575 thetao arctic 1000m JJA 0.8493691 thetao arctic 1000m SON 0.85684264 thetao arctic 1000m DJF 0.85715127 +thetao arctic 1000m year 0.85461104 thetao northmid 10m MAM 1.1978093 thetao northmid 10m JJA 1.3647181 thetao northmid 10m SON 1.3873817 thetao northmid 10m DJF 1.271804 +thetao northmid 10m year 1.211728 thetao northmid 100m MAM 1.1271331 thetao northmid 100m JJA 1.2369138 thetao northmid 100m SON 1.4165288 thetao northmid 100m DJF 1.2599521 +thetao northmid 100m year 1.2296934 thetao northmid 1000m MAM 3.2174678 thetao northmid 1000m JJA 3.2247088 thetao northmid 1000m SON 3.2219234 thetao northmid 1000m DJF 3.212717 +thetao northmid 1000m year 3.2192047 thetao tropics 10m MAM 0.7585913 thetao tropics 10m JJA 0.76817507 thetao tropics 10m SON 0.73026496 thetao tropics 10m DJF 0.76134896 +thetao tropics 10m year 0.69194645 thetao tropics 100m MAM 1.5850793 thetao tropics 100m JJA 1.6743662 thetao tropics 100m SON 1.6188017 thetao tropics 100m DJF 1.5258503 +thetao tropics 100m year 1.5359722 thetao tropics 1000m MAM 3.1283193 thetao tropics 1000m JJA 3.1335106 thetao tropics 1000m SON 3.1299045 thetao tropics 1000m DJF 3.1232288 +thetao tropics 1000m year 3.1287408 thetao innertropics 10m MAM 0.6538726 thetao innertropics 10m JJA 0.68983847 thetao innertropics 10m SON 0.6586983 thetao innertropics 10m DJF 0.6840006 +thetao innertropics 10m year 0.5873394 thetao innertropics 100m MAM 2.0592096 thetao innertropics 100m JJA 2.2142801 thetao innertropics 100m SON 2.041811 thetao innertropics 100m DJF 1.9180783 +thetao innertropics 100m year 1.946792 thetao innertropics 1000m MAM 3.047191 thetao innertropics 1000m JJA 3.0481367 thetao innertropics 1000m SON 3.0483544 thetao innertropics 1000m DJF 3.0426505 +thetao innertropics 1000m year 3.0465832 thetao nino34 10m MAM 0.80010325 thetao nino34 10m JJA 0.3253527 thetao nino34 10m SON 0.26832777 thetao nino34 10m DJF 0.43660542 +thetao nino34 10m year 0.3238886 thetao nino34 100m MAM 1.2589643 thetao nino34 100m JJA 1.2435044 thetao nino34 100m SON 1.000979 thetao nino34 100m DJF 0.74763364 +thetao nino34 100m year 0.6344653 thetao nino34 1000m MAM 2.5683358 thetao nino34 1000m JJA 2.535207 thetao nino34 1000m SON 2.5768623 thetao nino34 1000m DJF 2.5407567 +thetao nino34 1000m year 2.5552902 thetao southmid 10m MAM 1.1021467 thetao southmid 10m JJA 1.009789 thetao southmid 10m SON 1.0465757 thetao southmid 10m DJF 1.2327002 +thetao southmid 10m year 1.0327723 thetao southmid 100m MAM 1.1983676 thetao southmid 100m JJA 1.1192919 thetao southmid 100m SON 1.1290021 thetao southmid 100m DJF 1.1352168 +thetao southmid 100m year 1.1234623 thetao southmid 1000m MAM 2.839613 thetao southmid 1000m JJA 2.8407319 thetao southmid 1000m SON 2.8363695 thetao southmid 1000m DJF 2.8278143 +thetao southmid 1000m year 2.8361194 thetao antarctic 10m MAM 0.8802873 thetao antarctic 10m JJA 0.49179742 thetao antarctic 10m SON 0.4443806 thetao antarctic 10m DJF 1.2786034 +thetao antarctic 10m year 0.5182738 thetao antarctic 100m MAM 0.5817733 thetao antarctic 100m JJA 0.5312702 thetao antarctic 100m SON 0.43564746 thetao antarctic 100m DJF 0.48296687 +thetao antarctic 100m year 0.46581802 thetao antarctic 1000m MAM 0.41844195 thetao antarctic 1000m JJA 0.4194983 thetao antarctic 1000m SON 0.43781868 thetao antarctic 1000m DJF 0.4359269 +thetao antarctic 1000m year 0.4274934 so Atlantic_Basin 10m MAM 0.8371736 so Atlantic_Basin 10m JJA 0.88148546 so Atlantic_Basin 10m SON 0.88058555 so Atlantic_Basin 10m DJF 0.863901 +so Atlantic_Basin 10m year 0.8528694 so Atlantic_Basin 100m MAM 0.506071 so Atlantic_Basin 100m JJA 0.49895748 so Atlantic_Basin 100m SON 0.50038016 so Atlantic_Basin 100m DJF 0.50000864 +so Atlantic_Basin 100m year 0.49802232 so Atlantic_Basin 1000m MAM 0.53239 so Atlantic_Basin 1000m JJA 0.53154194 so Atlantic_Basin 1000m SON 0.5321067 so Atlantic_Basin 1000m DJF 0.5315075 +so Atlantic_Basin 1000m year 0.5318753 so Pacific_Basin 10m MAM 0.6841648 so Pacific_Basin 10m JJA 0.6905677 so Pacific_Basin 10m SON 0.68243074 so Pacific_Basin 10m DJF 0.68340725 +so Pacific_Basin 10m year 0.6798004 so Pacific_Basin 100m MAM 0.6054621 so Pacific_Basin 100m JJA 0.5865354 so Pacific_Basin 100m SON 0.6009163 so Pacific_Basin 100m DJF 0.60100377 +so Pacific_Basin 100m year 0.59719753 so Pacific_Basin 1000m MAM 0.17223677 so Pacific_Basin 1000m JJA 0.17194968 so Pacific_Basin 1000m SON 0.17177553 so Pacific_Basin 1000m DJF 0.1720092 +so Pacific_Basin 1000m year 0.17198852 so Indian_Basin 10m MAM 0.59232557 so Indian_Basin 10m JJA 0.5835659 so Indian_Basin 10m SON 0.6268167 so Indian_Basin 10m DJF 0.61415285 +so Indian_Basin 10m year 0.59110016 so Indian_Basin 100m MAM 0.460426 so Indian_Basin 100m JJA 0.46046484 so Indian_Basin 100m SON 0.50088483 so Indian_Basin 100m DJF 0.4846409 +so Indian_Basin 100m year 0.47085363 so Indian_Basin 1000m MAM 0.085632645 so Indian_Basin 1000m JJA 0.08473958 so Indian_Basin 1000m SON 0.083778836 so Indian_Basin 1000m DJF 0.08337624 +so Indian_Basin 1000m year 0.08407191 so Arctic_Basin 10m MAM 1.3376982 so Arctic_Basin 10m JJA 1.558918 so Arctic_Basin 10m SON 1.4736099 so Arctic_Basin 10m DJF 1.5218866 +so Arctic_Basin 10m year 1.4190831 so Arctic_Basin 100m MAM 0.69771636 so Arctic_Basin 100m JJA 0.7201795 so Arctic_Basin 100m SON 0.7687119 so Arctic_Basin 100m DJF 0.70685756 +so Arctic_Basin 100m year 0.7207403 so Arctic_Basin 1000m MAM 0.10961593 so Arctic_Basin 1000m JJA 0.10380852 so Arctic_Basin 1000m SON 0.10340816 so Arctic_Basin 1000m DJF 0.1130511 +so Arctic_Basin 1000m year 0.10746908 so Southern_Ocean_Basin 10m MAM 0.31908253 so Southern_Ocean_Basin 10m JJA 0.29330313 so Southern_Ocean_Basin 10m SON 0.27893955 so Southern_Ocean_Basin 10m DJF 0.29900765 +so Southern_Ocean_Basin 10m year 0.2864942 so Southern_Ocean_Basin 100m MAM 0.23140068 so Southern_Ocean_Basin 100m JJA 0.26854163 so Southern_Ocean_Basin 100m SON 0.2680021 so Southern_Ocean_Basin 100m DJF 0.25180435 +so Southern_Ocean_Basin 100m year 0.252789 so Southern_Ocean_Basin 1000m MAM 0.08563854 so Southern_Ocean_Basin 1000m JJA 0.08411008 so Southern_Ocean_Basin 1000m SON 0.08410266 so Southern_Ocean_Basin 1000m DJF 0.08408495 +so Southern_Ocean_Basin 1000m year 0.084408894 so Mediterranean_Basin 10m MAM 8.414684 so Mediterranean_Basin 10m JJA 8.245635 so Mediterranean_Basin 10m SON 8.025846 so Mediterranean_Basin 10m DJF 8.285294 +so Mediterranean_Basin 10m year 8.242359 so Mediterranean_Basin 100m MAM 8.159993 so Mediterranean_Basin 100m JJA 8.212398 so Mediterranean_Basin 100m SON 8.254318 so Mediterranean_Basin 100m DJF 8.201014 +so Mediterranean_Basin 100m year 8.204881 so Mediterranean_Basin 1000m MAM 9.329748 so Mediterranean_Basin 1000m JJA 9.323512 so Mediterranean_Basin 1000m SON 9.332518 so Mediterranean_Basin 1000m DJF 9.336672 +so Mediterranean_Basin 1000m year 9.330614 so Asia 10m MAM 2.0903938 so Asia 10m JJA 1.8281381 so Asia 10m SON 1.8509653 so Asia 10m DJF 2.0259855 +so Asia 10m year 1.9089383 so Asia 100m MAM 0.75987816 so Asia 100m JJA 0.7819748 so Asia 100m SON 0.7642994 so Asia 100m DJF 0.7383623 +so Asia 100m year 0.7611275 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 3.0179372 so North_America 10m JJA 3.0934064 so North_America 10m SON 3.0975134 so North_America 10m DJF 3.583667 +so North_America 10m year 3.0630796 so North_America 100m MAM 0.8608147 so North_America 100m JJA 0.85832673 so North_America 100m SON 0.91889495 so North_America 100m DJF 0.92624587 +so North_America 100m year 0.89107054 so North_America 1000m MAM nan so North_America 1000m JJA nan so North_America 1000m SON nan so North_America 1000m DJF nan +so North_America 1000m year nan so Europe 10m MAM 1.0500884 so Europe 10m JJA 0.9854331 so Europe 10m SON 1.0637717 so Europe 10m DJF 1.4175954 +so Europe 10m year 1.1292219 so Europe 100m MAM 0.36958313 so Europe 100m JJA 0.35479736 so Europe 100m SON 0.34326553 so Europe 100m DJF 0.39456177 +so Europe 100m year 0.3655548 so Europe 1000m MAM 3.6920586 so Europe 1000m JJA 3.6911697 so Europe 1000m SON 3.6952782 so Europe 1000m DJF 3.6889954 +so Europe 1000m year 3.6918755 so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 0.46575928 so South_America 10m JJA 0.21120071 so South_America 10m SON 0.12524796 so South_America 10m DJF 0.08982849 +so South_America 10m year 0.22301102 so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 0.92248535 so Australia 10m JJA 0.8269634 so Australia 10m SON 0.8406868 so Australia 10m DJF 0.93050003 +so Australia 10m year 0.8801594 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.042907715 so Antarctica 10m JJA 0.030384064 so Antarctica 10m SON 0.0037727356 so Antarctica 10m DJF 0.013515472 +so Antarctica 10m year 0.015888214 so Antarctica 100m MAM nan so Antarctica 100m JJA nan so Antarctica 100m SON nan so Antarctica 100m DJF nan +so Antarctica 100m year nan so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.7156849 so glob 10m JJA 0.7425304 so glob 10m SON 0.7297831 so glob 10m DJF 0.7384524 +so glob 10m year 0.71678054 so glob 100m MAM 0.50531685 so glob 100m JJA 0.5111115 so glob 100m SON 0.5250713 so glob 100m DJF 0.5122336 +so glob 100m year 0.51094127 so glob 1000m MAM 0.21393369 so glob 1000m JJA 0.21262741 so glob 1000m SON 0.21253783 so glob 1000m DJF 0.21330844 +so glob 1000m year 0.2130426 so arctic 10m MAM 1.3738176 so arctic 10m JJA 1.5718325 so arctic 10m SON 1.5006951 so arctic 10m DJF 1.5564971 +so arctic 10m year 1.4530753 so arctic 100m MAM 0.6820035 so arctic 100m JJA 0.6921526 so arctic 100m SON 0.73063296 so arctic 100m DJF 0.691649 +so arctic 100m year 0.69659936 so arctic 1000m MAM 0.119784676 so arctic 1000m JJA 0.11444395 so arctic 1000m SON 0.11432904 so arctic 1000m DJF 0.122988656 +so arctic 1000m year 0.11788023 so northmid 10m MAM 1.1347783 so northmid 10m JJA 1.1573793 so northmid 10m SON 1.1481115 so northmid 10m DJF 1.1502199 +so northmid 10m year 1.144395 so northmid 100m MAM 0.8421629 so northmid 100m JJA 0.8395779 so northmid 100m SON 0.841341 so northmid 100m DJF 0.8458219 +so northmid 100m year 0.84064436 so northmid 1000m MAM 0.5432329 so northmid 1000m JJA 0.543461 so northmid 1000m SON 0.5435904 so northmid 1000m DJF 0.5411173 +so northmid 1000m year 0.5428371 so tropics 10m MAM 0.62483555 so tropics 10m JJA 0.6251456 so tropics 10m SON 0.6281852 so tropics 10m DJF 0.62102425 +so tropics 10m year 0.6134739 so tropics 100m MAM 0.5135817 so tropics 100m JJA 0.50309676 so tropics 100m SON 0.52457225 so tropics 100m DJF 0.5136985 +so tropics 100m year 0.5101794 so tropics 1000m MAM 0.25863174 so tropics 1000m JJA 0.25811994 so tropics 1000m SON 0.25781274 so tropics 1000m DJF 0.2581825 +so tropics 1000m year 0.25813368 so innertropics 10m MAM 0.67256117 so innertropics 10m JJA 0.6771859 so innertropics 10m SON 0.6751737 so innertropics 10m DJF 0.66408116 +so innertropics 10m year 0.6568952 so innertropics 100m MAM 0.5329596 so innertropics 100m JJA 0.51726705 so innertropics 100m SON 0.5333985 so innertropics 100m DJF 0.521305 +so innertropics 100m year 0.5214936 so innertropics 1000m MAM 0.24885482 so innertropics 1000m JJA 0.24884826 so innertropics 1000m SON 0.24802843 so innertropics 1000m DJF 0.2474955 +so innertropics 1000m year 0.2482798 so nino34 10m MAM 0.505499 so nino34 10m JJA 0.6230756 so nino34 10m SON 0.45257044 so nino34 10m DJF 0.42555517 +so nino34 10m year 0.50162464 so nino34 100m MAM 0.6195662 so nino34 100m JJA 0.6122838 so nino34 100m SON 0.5601828 so nino34 100m DJF 0.5557477 +so nino34 100m year 0.5869448 so nino34 1000m MAM 0.15574273 so nino34 1000m JJA 0.15763897 so nino34 1000m SON 0.15460503 so nino34 1000m DJF 0.1539029 +so nino34 1000m year 0.15547238 so southmid 10m MAM 0.42657495 so southmid 10m JJA 0.40398905 so southmid 10m SON 0.38990247 so southmid 10m DJF 0.4091517 +so southmid 10m year 0.40526667 so southmid 100m MAM 0.35314313 so southmid 100m JJA 0.38792282 so southmid 100m SON 0.38618097 so southmid 100m DJF 0.37294617 +so southmid 100m year 0.3744151 so southmid 1000m MAM 0.10041815 so southmid 1000m JJA 0.09842389 so southmid 1000m SON 0.09877155 so southmid 1000m DJF 0.09941057 +so southmid 1000m year 0.09914966 so antarctic 10m MAM 0.21911946 so antarctic 10m JJA 0.21961589 so antarctic 10m SON 0.22113818 so antarctic 10m DJF 0.21634814 +so antarctic 10m year 0.18988313 so antarctic 100m MAM 0.15592095 so antarctic 100m JJA 0.15866183 so antarctic 100m SON 0.16271232 so antarctic 100m DJF 0.15224259 +so antarctic 100m year 0.15329812 so antarctic 1000m MAM 0.07695009 so antarctic 1000m JJA 0.076294646 so antarctic 1000m SON 0.075296946 so antarctic 1000m DJF 0.074300766 +so antarctic 1000m year 0.07570611 diff --git a/eval/ERA5/AWI-CM-1-1-MR.csv b/eval/ERA5/AWI-CM-1-1-MR.csv index 4d9afad..6a18831 100644 --- a/eval/ERA5/AWI-CM-1-1-MR.csv +++ b/eval/ERA5/AWI-CM-1-1-MR.csv @@ -3,1495 +3,1869 @@ tas Atlantic_Basin surface MAM 0.89779127 tas Atlantic_Basin surface JJA 0.94730616 tas Atlantic_Basin surface SON 1.167555 tas Atlantic_Basin surface DJF 1.1338726 +tas Atlantic_Basin surface year 0.8856066 tas Pacific_Basin surface MAM 0.8733111 tas Pacific_Basin surface JJA 0.87525797 tas Pacific_Basin surface SON 0.92244005 tas Pacific_Basin surface DJF 0.9022315 +tas Pacific_Basin surface year 0.824395 tas Indian_Basin surface MAM 1.0318296 tas Indian_Basin surface JJA 0.86774445 tas Indian_Basin surface SON 0.7228203 tas Indian_Basin surface DJF 0.7258768 +tas Indian_Basin surface year 0.8009386 tas Arctic_Basin surface MAM 1.5201869 tas Arctic_Basin surface JJA 1.5559009 tas Arctic_Basin surface SON 1.9284227 tas Arctic_Basin surface DJF 1.4826449 +tas Arctic_Basin surface year 0.88391674 tas Southern_Ocean_Basin surface MAM 1.0452554 tas Southern_Ocean_Basin surface JJA 1.2792732 tas Southern_Ocean_Basin surface SON 1.1920745 tas Southern_Ocean_Basin surface DJF 0.96839 +tas Southern_Ocean_Basin surface year 0.9091868 tas Mediterranean_Basin surface MAM 0.40624017 tas Mediterranean_Basin surface JJA 1.5231613 tas Mediterranean_Basin surface SON 1.0679244 tas Mediterranean_Basin surface DJF 0.56984544 +tas Mediterranean_Basin surface year 0.7253056 tas Asia surface MAM 1.6625172 tas Asia surface JJA 1.7401918 tas Asia surface SON 1.9446392 tas Asia surface DJF 2.9587483 +tas Asia surface year 1.7292985 tas North_America surface MAM 1.7914193 tas North_America surface JJA 2.1336272 tas North_America surface SON 2.0563705 tas North_America surface DJF 1.9124335 +tas North_America surface year 1.7692305 tas Europe surface MAM 1.2067734 tas Europe surface JJA 1.3029133 tas Europe surface SON 1.1041025 tas Europe surface DJF 1.0955995 +tas Europe surface year 0.9713366 tas Africa surface MAM 1.389413 tas Africa surface JJA 1.4544889 tas Africa surface SON 0.99382377 tas Africa surface DJF 1.0116392 +tas Africa surface year 1.0370774 tas South_America surface MAM 1.5593929 tas South_America surface JJA 1.8383899 tas South_America surface SON 1.6786021 tas South_America surface DJF 1.5456579 +tas South_America surface year 1.4917166 tas Oceania surface MAM 2.0719354 tas Oceania surface JJA 2.48086 tas Oceania surface SON 1.5896385 tas Oceania surface DJF 1.5242282 +tas Oceania surface year 1.892839 tas Australia surface MAM 1.7466952 tas Australia surface JJA 0.9357335 tas Australia surface SON 0.9475408 tas Australia surface DJF 1.5585881 +tas Australia surface year 1.2282696 tas Antarctica surface MAM 1.4192688 tas Antarctica surface JJA 1.9350382 tas Antarctica surface SON 1.9686325 tas Antarctica surface DJF 0.98261684 +tas Antarctica surface year 1.4464799 tas glob surface MAM 1.1985775 tas glob surface JJA 1.3114973 tas glob surface SON 1.326616 tas glob surface DJF 1.2320746 +tas glob surface year 1.0599444 tas arctic surface MAM 1.5562166 tas arctic surface JJA 1.491425 tas arctic surface SON 1.9635159 tas arctic surface DJF 1.9668878 +tas arctic surface year 1.1761314 tas northmid surface MAM 1.3086538 tas northmid surface JJA 1.5999426 tas northmid surface SON 1.4721968 tas northmid surface DJF 1.6446639 +tas northmid surface year 1.3383509 tas tropics surface MAM 1.0289875 tas tropics surface JJA 1.0549703 tas tropics surface SON 1.0003492 tas tropics surface DJF 0.95612216 +tas tropics surface year 0.92542475 tas innertropics surface MAM 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0.8542522 ua North_America 300hPa MAM 1.7876558 ua North_America 300hPa JJA 1.1871836 ua North_America 300hPa SON 1.3962402 ua North_America 300hPa DJF 1.5567131 +ua North_America 300hPa year 1.0426083 ua Europe 300hPa MAM 1.1011243 ua Europe 300hPa JJA 2.1570206 ua Europe 300hPa SON 1.5698149 ua Europe 300hPa DJF 1.8372214 +ua Europe 300hPa year 1.3886487 ua Africa 300hPa MAM 1.1687686 ua Africa 300hPa JJA 1.7010753 ua Africa 300hPa SON 1.6859648 ua Africa 300hPa DJF 1.8614604 +ua Africa 300hPa year 1.2955765 ua South_America 300hPa MAM 1.4157538 ua South_America 300hPa JJA 3.9790008 ua South_America 300hPa SON 2.0913272 ua South_America 300hPa DJF 1.4659048 +ua South_America 300hPa year 1.705336 ua Oceania 300hPa MAM 1.9283733 ua Oceania 300hPa JJA 1.3258089 ua Oceania 300hPa SON 1.4837512 ua Oceania 300hPa DJF 0.98340553 +ua Oceania 300hPa year 0.91203153 ua Australia 300hPa MAM 2.6470125 ua Australia 300hPa JJA 4.638039 ua Australia 300hPa SON 2.0312846 ua Australia 300hPa DJF 0.71125627 +ua Australia 300hPa year 1.8313243 ua Antarctica 300hPa MAM 0.7719705 ua Antarctica 300hPa JJA 1.4418211 ua Antarctica 300hPa SON 1.4313374 ua Antarctica 300hPa DJF 0.74974513 +ua Antarctica 300hPa year 1.0094419 ua glob 300hPa MAM 1.5507035 ua glob 300hPa JJA 1.9947367 ua glob 300hPa SON 1.6416775 ua glob 300hPa DJF 1.543643 +ua glob 300hPa year 1.326218 ua arctic 300hPa MAM 0.9610854 ua arctic 300hPa JJA 1.3958651 ua arctic 300hPa SON 1.4001544 ua arctic 300hPa DJF 1.2585307 +ua arctic 300hPa year 1.0250798 ua northmid 300hPa MAM 2.1521578 ua northmid 300hPa JJA 2.0025058 ua northmid 300hPa SON 1.5263951 ua northmid 300hPa DJF 2.2931764 +ua northmid 300hPa year 1.4210662 ua tropics 300hPa MAM 1.8278116 ua tropics 300hPa JJA 2.3162453 ua tropics 300hPa SON 1.97287 ua tropics 300hPa DJF 1.6343933 +ua tropics 300hPa year 1.4982164 ua innertropics 300hPa MAM 1.7213683 ua innertropics 300hPa JJA 2.6634517 ua innertropics 300hPa SON 2.1331456 ua innertropics 300hPa DJF 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22.505545 zg North_America 500hPa DJF 23.666502 +zg North_America 500hPa year 19.594152 zg Europe 500hPa MAM 19.85351 zg Europe 500hPa JJA 23.940102 zg Europe 500hPa SON 19.335073 zg Europe 500hPa DJF 11.574954 +zg Europe 500hPa year 10.864692 zg Africa 500hPa MAM 10.5479965 zg Africa 500hPa JJA 15.951642 zg Africa 500hPa SON 16.405048 zg Africa 500hPa DJF 9.751812 +zg Africa 500hPa year 12.717929 zg South_America 500hPa MAM 12.171941 zg South_America 500hPa JJA 10.168988 zg South_America 500hPa SON 13.0984125 zg South_America 500hPa DJF 11.453236 +zg South_America 500hPa year 11.581909 zg Oceania 500hPa MAM 23.35489 zg Oceania 500hPa JJA 23.26092 zg Oceania 500hPa SON 9.9651985 zg Oceania 500hPa DJF 15.121982 +zg Oceania 500hPa year 7.655495 zg Australia 500hPa MAM 19.668379 zg Australia 500hPa JJA 17.086973 zg Australia 500hPa SON 12.151744 zg Australia 500hPa DJF 16.093363 +zg Australia 500hPa year 10.317573 zg Antarctica 500hPa MAM 16.966663 zg Antarctica 500hPa JJA 12.026271 zg 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surface year 0.18283366 tos Indian_Basin surface MAM 0.1875059 tos Indian_Basin surface JJA 0.15881754 tos Indian_Basin surface SON 0.17628789 tos Indian_Basin surface DJF 0.21218233 +tos Indian_Basin surface year 0.1690772 tos Arctic_Basin surface MAM 0.08399354 tos Arctic_Basin surface JJA 0.28158975 tos Arctic_Basin surface SON 0.2178965 tos Arctic_Basin surface DJF 0.08511936 +tos Arctic_Basin surface year 0.14045966 tos Southern_Ocean_Basin surface MAM 0.22729468 tos Southern_Ocean_Basin surface JJA 0.20325994 tos Southern_Ocean_Basin surface SON 0.21354327 tos Southern_Ocean_Basin surface DJF 0.36606225 +tos Southern_Ocean_Basin surface year 0.19389488 tos Mediterranean_Basin surface MAM 0.12942354 tos Mediterranean_Basin surface JJA 0.4252306 tos Mediterranean_Basin surface SON 0.40478784 tos Mediterranean_Basin surface DJF 0.3385671 +tos Mediterranean_Basin surface year 0.31457695 tos Asia surface MAM 0.28181827 tos Asia surface JJA 0.23153165 tos Asia surface SON 0.31752232 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Atlantic_Basin surface year 36.551876 mlotst Pacific_Basin surface MAM 29.037615 mlotst Pacific_Basin surface JJA 17.678986 mlotst Pacific_Basin surface SON 24.485703 mlotst Pacific_Basin surface DJF 24.180956 +mlotst Pacific_Basin surface year 23.766275 mlotst Indian_Basin surface MAM 14.616582 mlotst Indian_Basin surface JJA 37.37457 mlotst Indian_Basin surface SON 44.857563 mlotst Indian_Basin surface DJF 17.060066 +mlotst Indian_Basin surface year 28.468594 mlotst Arctic_Basin surface MAM 14.83021 mlotst Arctic_Basin surface JJA 8.472416 mlotst Arctic_Basin surface SON 13.491605 mlotst Arctic_Basin surface DJF 15.300507 +mlotst Arctic_Basin surface year 12.709839 mlotst Southern_Ocean_Basin surface MAM 41.95075 mlotst Southern_Ocean_Basin surface JJA 100.56938 mlotst Southern_Ocean_Basin surface SON 169.66225 mlotst Southern_Ocean_Basin surface DJF 42.786747 +mlotst Southern_Ocean_Basin surface year 88.49023 mlotst Mediterranean_Basin surface MAM 108.97683 mlotst 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South_America surface JJA 25.8059 mlotst South_America surface SON 20.87326 mlotst South_America surface DJF 17.16552 +mlotst South_America surface year 21.095804 mlotst Oceania surface MAM 51.895084 mlotst Oceania surface JJA 102.67101 mlotst Oceania surface SON 87.254906 mlotst Oceania surface DJF 28.382353 +mlotst Oceania surface year 67.55084 mlotst Australia surface MAM 34.92786 mlotst Australia surface JJA 46.29994 mlotst Australia surface SON 37.158665 mlotst Australia surface DJF 24.644848 +mlotst Australia surface year 35.757828 mlotst Antarctica surface MAM 70.98628 mlotst Antarctica surface JJA 102.41366 mlotst Antarctica surface SON 105.3707 mlotst Antarctica surface DJF 31.83456 +mlotst Antarctica surface year 77.2941 mlotst glob surface MAM 36.16421 mlotst glob surface JJA 39.3444 mlotst glob surface SON 62.160656 mlotst glob surface DJF 32.38271 +mlotst glob surface year 42.234127 mlotst arctic surface MAM 27.691683 mlotst arctic surface JJA 8.531379 mlotst arctic surface SON 16.201796 mlotst arctic surface DJF 24.412125 +mlotst arctic surface year 18.66468 mlotst northmid surface MAM 88.11802 mlotst northmid surface JJA 7.679209 mlotst northmid surface SON 13.83947 mlotst northmid surface DJF 66.71545 +mlotst northmid surface year 43.656284 mlotst tropics surface MAM 19.21744 mlotst tropics surface JJA 19.71661 mlotst tropics surface SON 23.416191 mlotst tropics surface DJF 19.464262 +mlotst tropics surface year 20.325195 mlotst innertropics surface MAM 17.28543 mlotst innertropics surface JJA 19.806067 mlotst innertropics surface SON 20.26544 mlotst innertropics surface DJF 19.788008 +mlotst innertropics surface year 19.099884 mlotst nino34 surface MAM 33.034904 mlotst nino34 surface JJA 37.191456 mlotst nino34 surface SON 35.163277 mlotst nino34 surface DJF 39.884853 +mlotst nino34 surface year 36.318623 mlotst southmid surface MAM 36.9212 mlotst southmid surface JJA 87.771164 mlotst southmid surface SON 140.40437 mlotst southmid surface DJF 39.706406 +mlotst southmid surface year 76.1186 mlotst antarctic surface MAM 41.788647 mlotst antarctic surface JJA 106.8958 mlotst antarctic surface SON 185.59796 mlotst antarctic surface DJF 29.730558 +mlotst antarctic surface year 90.69067 thetao Atlantic_Basin 10m MAM 1.1009513 thetao Atlantic_Basin 10m JJA 1.2262334 thetao Atlantic_Basin 10m SON 1.0436754 thetao Atlantic_Basin 10m DJF 1.1316388 +thetao Atlantic_Basin 10m year 0.985777 thetao Atlantic_Basin 100m MAM 1.6505488 thetao Atlantic_Basin 100m JJA 1.8008901 thetao Atlantic_Basin 100m SON 1.8126861 thetao Atlantic_Basin 100m DJF 1.7617862 +thetao Atlantic_Basin 100m year 1.7327826 thetao Atlantic_Basin 1000m MAM 0.6976982 thetao Atlantic_Basin 1000m JJA 0.6935281 thetao Atlantic_Basin 1000m SON 0.68482816 thetao Atlantic_Basin 1000m DJF 0.68310505 +thetao Atlantic_Basin 1000m year 0.68906695 thetao Pacific_Basin 10m MAM 0.8868179 thetao Pacific_Basin 10m JJA 0.93400925 thetao Pacific_Basin 10m SON 0.89478666 thetao Pacific_Basin 10m DJF 0.80962336 +thetao Pacific_Basin 10m year 0.8238934 thetao Pacific_Basin 100m MAM 1.6612183 thetao Pacific_Basin 100m JJA 1.7553121 thetao Pacific_Basin 100m SON 1.855737 thetao Pacific_Basin 100m DJF 1.7842977 +thetao Pacific_Basin 100m year 1.7368013 thetao Pacific_Basin 1000m MAM 0.45422697 thetao Pacific_Basin 1000m JJA 0.460527 thetao Pacific_Basin 1000m SON 0.45619354 thetao Pacific_Basin 1000m DJF 0.45390856 +thetao Pacific_Basin 1000m year 0.45594695 thetao Indian_Basin 10m MAM 0.32362577 thetao Indian_Basin 10m JJA 0.77884626 thetao Indian_Basin 10m SON 0.6794637 thetao Indian_Basin 10m DJF 0.45187804 +thetao Indian_Basin 10m year 0.52579784 thetao Indian_Basin 100m MAM 0.661546 thetao Indian_Basin 100m JJA 0.72009 thetao Indian_Basin 100m SON 0.79009783 thetao Indian_Basin 100m DJF 0.7603608 +thetao Indian_Basin 100m year 0.6063384 thetao Indian_Basin 1000m MAM 1.3717842 thetao Indian_Basin 1000m JJA 1.3847039 thetao Indian_Basin 1000m SON 1.3920199 thetao Indian_Basin 1000m DJF 1.3795775 +thetao Indian_Basin 1000m year 1.3796114 thetao Arctic_Basin 10m MAM 0.46973258 thetao Arctic_Basin 10m JJA 0.47528285 thetao Arctic_Basin 10m SON 0.37641695 thetao Arctic_Basin 10m DJF 0.5414762 +thetao Arctic_Basin 10m year 0.38649592 thetao Arctic_Basin 100m MAM 0.3827438 thetao Arctic_Basin 100m JJA 0.35548002 thetao Arctic_Basin 100m SON 0.37050828 thetao Arctic_Basin 100m DJF 0.44975218 +thetao Arctic_Basin 100m year 0.3739831 thetao Arctic_Basin 1000m MAM 0.075559415 thetao Arctic_Basin 1000m JJA 0.085348256 thetao Arctic_Basin 1000m SON 0.08227078 thetao Arctic_Basin 1000m DJF 0.072419696 +thetao Arctic_Basin 1000m year 0.0773428 thetao Southern_Ocean_Basin 10m MAM 0.69158417 thetao Southern_Ocean_Basin 10m JJA 0.7619866 thetao Southern_Ocean_Basin 10m SON 0.7410955 thetao Southern_Ocean_Basin 10m DJF 0.69486344 +thetao Southern_Ocean_Basin 10m year 0.6713848 thetao Southern_Ocean_Basin 100m MAM 0.9568807 thetao Southern_Ocean_Basin 100m JJA 0.88866544 thetao Southern_Ocean_Basin 100m SON 0.855431 thetao Southern_Ocean_Basin 100m DJF 0.90593606 +thetao Southern_Ocean_Basin 100m year 0.88278264 thetao Southern_Ocean_Basin 1000m MAM 0.67973334 thetao Southern_Ocean_Basin 1000m JJA 0.68564737 thetao Southern_Ocean_Basin 1000m SON 0.6793947 thetao Southern_Ocean_Basin 1000m DJF 0.6761876 +thetao Southern_Ocean_Basin 1000m year 0.67952305 thetao Mediterranean_Basin 10m MAM 0.7264871 thetao Mediterranean_Basin 10m JJA 0.7098249 thetao Mediterranean_Basin 10m SON 0.64795506 thetao Mediterranean_Basin 10m DJF 0.83171153 +thetao Mediterranean_Basin 10m year 0.5058218 thetao Mediterranean_Basin 100m MAM 0.64145434 thetao Mediterranean_Basin 100m JJA 0.7655212 thetao Mediterranean_Basin 100m SON 0.92038363 thetao Mediterranean_Basin 100m DJF 0.82761586 +thetao Mediterranean_Basin 100m year 0.77863485 thetao Mediterranean_Basin 1000m MAM 0.70445836 thetao Mediterranean_Basin 1000m JJA 0.70731753 thetao Mediterranean_Basin 1000m SON 0.70883954 thetao Mediterranean_Basin 1000m DJF 0.7050793 +thetao Mediterranean_Basin 1000m year 0.70642287 thetao Asia 10m MAM 0.8855305 thetao Asia 10m JJA 1.5407944 thetao Asia 10m SON 1.1088467 thetao Asia 10m DJF 1.0474428 +thetao Asia 10m year 0.8646683 thetao Asia 100m MAM 1.1389316 thetao Asia 100m JJA 1.1677403 thetao Asia 100m SON 1.4706485 thetao Asia 100m DJF 1.5080055 +thetao Asia 100m year 1.0366553 thetao Asia 1000m MAM 0.9492004 thetao Asia 1000m JJA 0.9371632 thetao Asia 1000m SON 0.984053 thetao Asia 1000m DJF 0.98752975 +thetao Asia 1000m year 0.96448445 thetao North_America 10m MAM 1.3661964 thetao North_America 10m JJA 1.8980808 thetao North_America 10m SON 1.4092811 thetao North_America 10m DJF 1.2466866 +thetao North_America 10m year 0.8849706 thetao North_America 100m MAM 1.2051424 thetao North_America 100m JJA 1.0555147 thetao North_America 100m SON 0.8699209 thetao North_America 100m DJF 0.9342677 +thetao North_America 100m year 0.98507947 thetao North_America 1000m MAM 0.3238082 thetao North_America 1000m JJA 0.33908567 thetao North_America 1000m SON 0.26888347 thetao North_America 1000m DJF 0.3351492 +thetao North_America 1000m year 0.31673297 thetao Europe 10m MAM 1.1790602 thetao Europe 10m JJA 0.93340284 thetao Europe 10m SON 0.8385012 thetao Europe 10m DJF 1.2287403 +thetao Europe 10m year 0.7783252 thetao Europe 100m MAM 0.89973617 thetao Europe 100m JJA 0.80662304 thetao Europe 100m SON 0.8092884 thetao Europe 100m DJF 0.99827343 +thetao Europe 100m year 0.855947 thetao Europe 1000m MAM 0.47847724 thetao Europe 1000m JJA 0.47946453 thetao Europe 1000m SON 0.48394024 thetao Europe 1000m DJF 0.4761443 +thetao Europe 1000m year 0.47950935 thetao Africa 10m MAM 2.2809885 thetao Africa 10m JJA 2.7854419 thetao Africa 10m SON 2.61837 thetao Africa 10m DJF 2.3355324 +thetao Africa 10m year 2.2905958 thetao Africa 100m MAM 0.8182805 thetao Africa 100m JJA 1.0118196 thetao Africa 100m SON 1.1723074 thetao Africa 100m DJF 1.0464603 +thetao Africa 100m year 0.9215998 thetao Africa 1000m MAM 1.0254278 thetao Africa 1000m JJA 1.0698268 thetao Africa 1000m SON 1.0749555 thetao Africa 1000m DJF 1.023665 +thetao Africa 1000m year 1.0484688 thetao South_America 10m MAM 1.809254 thetao South_America 10m JJA 1.7337313 thetao South_America 10m SON 1.7561195 thetao South_America 10m DJF 1.7463808 +thetao South_America 10m year 1.6844186 thetao South_America 100m MAM 2.366513 thetao South_America 100m JJA 2.415495 thetao South_America 100m SON 2.332197 thetao South_America 100m DJF 2.5626926 +thetao South_America 100m year 2.419229 thetao South_America 1000m MAM 0.4197327 thetao South_America 1000m JJA 0.5047678 thetao South_America 1000m SON 0.55014026 thetao South_America 1000m DJF 0.572062 +thetao South_America 1000m year 0.51167953 thetao Oceania 10m MAM 0.4684227 thetao Oceania 10m JJA 0.57999194 thetao Oceania 10m SON 0.49491978 thetao Oceania 10m DJF 0.5098438 +thetao Oceania 10m year 0.454187 thetao Oceania 100m MAM 1.3479214 thetao Oceania 100m JJA 1.1444933 thetao Oceania 100m SON 1.0233111 thetao Oceania 100m DJF 1.2161579 +thetao Oceania 100m year 1.1829739 thetao Oceania 1000m MAM 0.31515995 thetao Oceania 1000m JJA 0.36772236 thetao Oceania 1000m SON 0.3699166 thetao Oceania 1000m DJF 0.31073952 +thetao Oceania 1000m year 0.3408769 thetao Australia 10m MAM 0.68734896 thetao Australia 10m JJA 1.240086 thetao Australia 10m SON 0.9149935 thetao Australia 10m DJF 0.80348617 +thetao Australia 10m year 0.59155864 thetao Australia 100m MAM 0.6027336 thetao Australia 100m JJA 0.41600704 thetao Australia 100m SON 0.20657063 thetao Australia 100m DJF 0.3540605 +thetao Australia 100m year 0.3941196 thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 0.32987404 thetao Antarctica 10m JJA 0.1878355 thetao Antarctica 10m SON 0.1527009 thetao Antarctica 10m DJF 1.0753876 +thetao Antarctica 10m year 0.38360825 thetao Antarctica 100m MAM 0.68911475 thetao Antarctica 100m JJA 0.71922255 thetao Antarctica 100m SON 0.5737827 thetao Antarctica 100m DJF 0.71306163 +thetao Antarctica 100m year 0.6079202 thetao Antarctica 1000m MAM 0.7981867 thetao Antarctica 1000m JJA 0.86844045 thetao Antarctica 1000m SON 0.84609026 thetao Antarctica 1000m DJF 0.7690467 +thetao Antarctica 1000m year 0.82045627 thetao glob 10m MAM 0.7819087 thetao glob 10m JJA 0.8947176 thetao glob 10m SON 0.8114615 thetao glob 10m DJF 0.78498816 +thetao glob 10m year 0.73718137 thetao glob 100m MAM 1.224653 thetao glob 100m JJA 1.2653885 thetao glob 100m SON 1.2991737 thetao glob 100m DJF 1.2876706 +thetao glob 100m year 1.2355337 thetao glob 1000m MAM 0.6328295 thetao glob 1000m JJA 0.6382633 thetao glob 1000m SON 0.6340837 thetao glob 1000m DJF 0.62995434 +thetao glob 1000m year 0.63297385 thetao arctic 10m MAM 0.75217104 thetao arctic 10m JJA 0.7088145 thetao arctic 10m SON 0.57532483 thetao arctic 10m DJF 0.73614365 +thetao arctic 10m year 0.52357394 thetao arctic 100m MAM 0.6501679 thetao arctic 100m JJA 0.67262506 thetao arctic 100m SON 0.68955886 thetao arctic 100m DJF 0.7183839 +thetao arctic 100m year 0.64726853 thetao arctic 1000m MAM 0.18581472 thetao arctic 1000m JJA 0.19238567 thetao arctic 1000m SON 0.18448897 thetao arctic 1000m DJF 0.1784059 +thetao arctic 1000m year 0.18378378 thetao northmid 10m MAM 1.1075099 thetao northmid 10m JJA 1.056636 thetao northmid 10m SON 0.96818733 thetao northmid 10m DJF 1.083659 +thetao northmid 10m year 0.9482865 thetao northmid 100m MAM 1.2106299 thetao northmid 100m JJA 1.3555661 thetao northmid 100m SON 1.4995242 thetao northmid 100m DJF 1.3159193 +thetao northmid 100m year 1.3291715 thetao northmid 1000m MAM 0.8237268 thetao northmid 1000m JJA 0.82253605 thetao northmid 1000m SON 0.82940304 thetao northmid 1000m DJF 0.83023685 +thetao northmid 1000m year 0.8257256 thetao tropics 10m MAM 0.7631039 thetao tropics 10m JJA 0.99540204 thetao tropics 10m SON 0.878482 thetao tropics 10m DJF 0.794496 +thetao tropics 10m year 0.7945263 thetao tropics 100m MAM 1.6728822 thetao tropics 100m JJA 1.8145467 thetao tropics 100m SON 1.894945 thetao tropics 100m DJF 1.855355 +thetao tropics 100m year 1.7552576 thetao tropics 1000m MAM 0.6901584 thetao tropics 1000m JJA 0.698625 thetao tropics 1000m SON 0.69463146 thetao tropics 1000m DJF 0.6876243 +thetao tropics 1000m year 0.69228166 thetao innertropics 10m MAM 0.6917563 thetao innertropics 10m JJA 1.023338 thetao innertropics 10m SON 0.8622728 thetao innertropics 10m DJF 0.7713959 +thetao innertropics 10m year 0.7520938 thetao innertropics 100m MAM 1.9192727 thetao innertropics 100m JJA 2.1859467 thetao innertropics 100m SON 2.3331308 thetao innertropics 100m DJF 2.1723645 +thetao innertropics 100m year 2.063914 thetao innertropics 1000m MAM 0.79926175 thetao innertropics 1000m JJA 0.80031866 thetao innertropics 1000m SON 0.80223846 thetao innertropics 1000m DJF 0.7978291 +thetao innertropics 1000m year 0.79964393 thetao nino34 10m MAM 1.4862005 thetao nino34 10m JJA 1.5673305 thetao nino34 10m SON 1.6454716 thetao nino34 10m DJF 1.1977895 +thetao nino34 10m year 1.4710882 thetao nino34 100m MAM 1.6100464 thetao nino34 100m JJA 1.5608321 thetao nino34 100m SON 2.789982 thetao nino34 100m DJF 1.9081826 +thetao nino34 100m year 1.9657441 thetao nino34 1000m MAM 0.31223494 thetao nino34 1000m JJA 0.2879829 thetao nino34 1000m SON 0.32258728 thetao nino34 1000m DJF 0.2820757 +thetao nino34 1000m year 0.30121988 thetao southmid 10m MAM 0.7653236 thetao southmid 10m JJA 0.9005874 thetao southmid 10m SON 0.89133435 thetao southmid 10m DJF 0.7585946 +thetao southmid 10m year 0.80598646 thetao southmid 100m MAM 1.0474278 thetao southmid 100m JJA 0.8949269 thetao southmid 100m SON 0.8574652 thetao southmid 100m DJF 0.9564123 +thetao southmid 100m year 0.9251843 thetao southmid 1000m MAM 0.60929585 thetao southmid 1000m JJA 0.609575 thetao southmid 1000m SON 0.6057668 thetao southmid 1000m DJF 0.60502416 +thetao southmid 1000m year 0.6061109 thetao antarctic 10m MAM 0.46567115 thetao antarctic 10m JJA 0.52875686 thetao antarctic 10m SON 0.45871922 thetao antarctic 10m DJF 0.44861585 +thetao antarctic 10m year 0.36452964 thetao antarctic 100m MAM 0.89458674 thetao antarctic 100m JJA 0.9503421 thetao antarctic 100m SON 0.86603147 thetao antarctic 100m DJF 0.83184546 +thetao antarctic 100m year 0.8563765 thetao antarctic 1000m MAM 0.7184556 thetao antarctic 1000m JJA 0.7382636 thetao antarctic 1000m SON 0.7217746 thetao antarctic 1000m DJF 0.7106066 +thetao antarctic 1000m year 0.7220953 so Atlantic_Basin 10m MAM 0.7189435 so Atlantic_Basin 10m JJA 0.8124471 so Atlantic_Basin 10m SON 0.74092555 so Atlantic_Basin 10m DJF 0.70332634 +so Atlantic_Basin 10m year 0.726758 so Atlantic_Basin 100m MAM 0.4694277 so Atlantic_Basin 100m JJA 0.45389086 so Atlantic_Basin 100m SON 0.44770417 so Atlantic_Basin 100m DJF 0.47201142 +so Atlantic_Basin 100m year 0.4581316 so Atlantic_Basin 1000m MAM 0.09623252 so Atlantic_Basin 1000m JJA 0.096441716 so Atlantic_Basin 1000m SON 0.09597988 so Atlantic_Basin 1000m DJF 0.09559011 +so Atlantic_Basin 1000m year 0.0958686 so Pacific_Basin 10m MAM 0.61902744 so Pacific_Basin 10m JJA 0.63853276 so Pacific_Basin 10m SON 0.65331095 so Pacific_Basin 10m DJF 0.6174874 +so Pacific_Basin 10m year 0.62762296 so Pacific_Basin 100m MAM 0.58781964 so Pacific_Basin 100m JJA 0.5727405 so Pacific_Basin 100m SON 0.56766975 so Pacific_Basin 100m DJF 0.5743677 +so Pacific_Basin 100m year 0.574667 so Pacific_Basin 1000m MAM 0.14289637 so Pacific_Basin 1000m JJA 0.14268497 so Pacific_Basin 1000m SON 0.14315073 so Pacific_Basin 1000m DJF 0.14324374 +so Pacific_Basin 1000m year 0.14297913 so Indian_Basin 10m MAM 0.46671772 so Indian_Basin 10m JJA 0.41818625 so Indian_Basin 10m SON 0.42552662 so Indian_Basin 10m DJF 0.44484407 +so Indian_Basin 10m year 0.43302163 so Indian_Basin 100m MAM 0.35808408 so Indian_Basin 100m JJA 0.38198864 so Indian_Basin 100m SON 0.38332084 so Indian_Basin 100m DJF 0.36828667 +so Indian_Basin 100m year 0.37076807 so Indian_Basin 1000m MAM 0.20587754 so Indian_Basin 1000m JJA 0.20503278 so Indian_Basin 1000m SON 0.20642553 so Indian_Basin 1000m DJF 0.20727335 +so Indian_Basin 1000m year 0.20607184 so Arctic_Basin 10m MAM 1.1603884 so Arctic_Basin 10m JJA 1.5885686 so Arctic_Basin 10m SON 1.4272274 so Arctic_Basin 10m DJF 1.3344651 +so Arctic_Basin 10m year 1.3372806 so Arctic_Basin 100m MAM 1.0594175 so Arctic_Basin 100m JJA 1.0645906 so Arctic_Basin 100m SON 1.1171224 so Arctic_Basin 100m DJF 1.0679955 +so Arctic_Basin 100m year 1.0768183 so Arctic_Basin 1000m MAM 0.04248114 so Arctic_Basin 1000m JJA 0.03732301 so Arctic_Basin 1000m SON 0.036342844 so Arctic_Basin 1000m DJF 0.045745306 +so Arctic_Basin 1000m year 0.0402232 so Southern_Ocean_Basin 10m MAM 0.2097859 so Southern_Ocean_Basin 10m JJA 0.21799867 so Southern_Ocean_Basin 10m SON 0.21904093 so Southern_Ocean_Basin 10m DJF 0.21890408 +so Southern_Ocean_Basin 10m year 0.20703404 so Southern_Ocean_Basin 100m MAM 0.22739887 so Southern_Ocean_Basin 100m JJA 0.23117973 so Southern_Ocean_Basin 100m SON 0.21004719 so Southern_Ocean_Basin 100m DJF 0.21268189 +so Southern_Ocean_Basin 100m year 0.21844469 so Southern_Ocean_Basin 1000m MAM 0.0785028 so Southern_Ocean_Basin 1000m JJA 0.07948731 so Southern_Ocean_Basin 1000m SON 0.080036536 so Southern_Ocean_Basin 1000m DJF 0.08044584 +so Southern_Ocean_Basin 1000m year 0.07955251 so Mediterranean_Basin 10m MAM 7.906817 so Mediterranean_Basin 10m JJA 7.8475347 so Mediterranean_Basin 10m SON 7.925627 so Mediterranean_Basin 10m DJF 7.9828568 +so Mediterranean_Basin 10m year 7.9157095 so Mediterranean_Basin 100m MAM 8.417876 so Mediterranean_Basin 100m JJA 8.447546 so Mediterranean_Basin 100m SON 8.428674 so Mediterranean_Basin 100m DJF 8.436779 +so Mediterranean_Basin 100m year 8.432718 so Mediterranean_Basin 1000m MAM 8.570706 so Mediterranean_Basin 1000m JJA 8.56303 so Mediterranean_Basin 1000m SON 8.573646 so Mediterranean_Basin 1000m DJF 8.572796 +so Mediterranean_Basin 1000m year 8.570045 so Asia 10m MAM 1.9063746 so Asia 10m JJA 2.05716 so Asia 10m SON 2.10411 so Asia 10m DJF 2.0420995 +so Asia 10m year 1.980882 so Asia 100m MAM 1.5515879 so Asia 100m JJA 1.5867423 so Asia 100m SON 1.5875949 so Asia 100m DJF 1.5837054 +so Asia 100m year 1.5717028 so Asia 1000m MAM 0.9607069 so Asia 1000m JJA 0.96360326 so Asia 1000m SON 0.9672075 so Asia 1000m DJF 0.964636 +so Asia 1000m year 0.9640385 so North_America 10m MAM 1.7032546 so North_America 10m JJA 2.1222134 so North_America 10m SON 1.8580348 so North_America 10m DJF 1.7012441 +so North_America 10m year 1.7997717 so North_America 100m MAM 0.66787773 so North_America 100m JJA 0.66794163 so North_America 100m SON 0.68446743 so North_America 100m DJF 0.6860254 +so North_America 100m year 0.66507876 so North_America 1000m MAM 0.06853485 so North_America 1000m JJA 0.071287155 so North_America 1000m SON 0.07072258 so North_America 1000m DJF 0.0704937 +so North_America 1000m year 0.07026037 so Europe 10m MAM 3.826232 so Europe 10m JJA 3.9697633 so Europe 10m SON 4.2220006 so Europe 10m DJF 4.1107783 +so Europe 10m year 4.016678 so Europe 100m MAM 4.3162203 so Europe 100m JJA 4.325453 so Europe 100m SON 4.3161497 so Europe 100m DJF 4.351468 +so Europe 100m year 4.3268247 so Europe 1000m MAM 8.440588 so Europe 1000m JJA 8.434835 so Europe 1000m SON 8.4446125 so Europe 1000m DJF 8.446182 +so Europe 1000m year 8.441555 so Africa 10m MAM 2.1633475 so Africa 10m JJA 1.9273338 so Africa 10m SON 2.03671 so Africa 10m DJF 2.1825893 +so Africa 10m year 2.0765924 so Africa 100m MAM 2.2943408 so Africa 100m JJA 2.284608 so Africa 100m SON 2.2856724 so Africa 100m DJF 2.3107846 +so Africa 100m year 2.2938516 so Africa 1000m MAM 0.13796234 so Africa 1000m JJA 0.12860489 so Africa 1000m SON 0.11710167 so Africa 1000m DJF 0.13876915 +so Africa 1000m year 0.13060951 so South_America 10m MAM 1.0286288 so South_America 10m JJA 0.8922606 so South_America 10m SON 0.8605975 so South_America 10m DJF 1.0231504 +so South_America 10m year 0.9466463 so South_America 100m MAM 0.46798325 so South_America 100m JJA 0.45810127 so South_America 100m SON 0.46486712 so South_America 100m DJF 0.46585703 +so South_America 100m year 0.4642024 so South_America 1000m MAM 0.14745617 so South_America 1000m JJA 0.14406872 so South_America 1000m SON 0.14782143 so South_America 1000m DJF 0.16622639 +so South_America 1000m year 0.15139389 so Oceania 10m MAM 0.47635573 so Oceania 10m JJA 0.45274812 so Oceania 10m SON 0.42988282 so Oceania 10m DJF 0.42963868 +so Oceania 10m year 0.43367463 so Oceania 100m MAM 0.46011257 so Oceania 100m JJA 0.47223282 so Oceania 100m SON 0.54021645 so Oceania 100m DJF 0.4347849 +so Oceania 100m year 0.47683716 so Oceania 1000m MAM 0.18267441 so Oceania 1000m JJA 0.17802429 so Oceania 1000m SON 0.17619069 so Oceania 1000m DJF 0.17819087 +so Oceania 1000m year 0.17876942 so Australia 10m MAM 0.5389057 so Australia 10m JJA 0.46999657 so Australia 10m SON 0.44459978 so Australia 10m DJF 0.50984573 +so Australia 10m year 0.48913956 so Australia 100m MAM 0.5908623 so Australia 100m JJA 0.61375684 so Australia 100m SON 0.60792667 so Australia 100m DJF 0.5876973 +so Australia 100m year 0.6000621 so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 1.2084227 so Antarctica 10m JJA 1.1720142 so Antarctica 10m SON 1.1228199 so Antarctica 10m DJF 1.2647444 +so Antarctica 10m year 1.1770521 so Antarctica 100m MAM 0.17847824 so Antarctica 100m JJA 0.1735204 so Antarctica 100m SON 0.1332194 so Antarctica 100m DJF 0.15507126 +so Antarctica 100m year 0.15741093 so Antarctica 1000m MAM 0.005947113 so Antarctica 1000m JJA 0.015602112 so Antarctica 1000m SON 0.0059013367 so Antarctica 1000m DJF 0.013381958 +so Antarctica 1000m year 0.0005455017 so glob 10m MAM 0.67445487 so glob 10m JJA 0.74693674 so glob 10m SON 0.7201803 so glob 10m DJF 0.69393 +so glob 10m year 0.69591063 so glob 100m MAM 0.5630105 so glob 100m JJA 0.5593578 so glob 100m SON 0.5561372 so glob 100m DJF 0.55736303 +so glob 100m year 0.5572817 so glob 1000m MAM 0.16744447 so glob 1000m JJA 0.16714136 so glob 1000m SON 0.16749999 so glob 1000m DJF 0.16847873 +so glob 1000m year 0.16755344 so arctic 10m MAM 1.1866062 so arctic 10m JJA 1.6012982 so arctic 10m SON 1.4147054 so arctic 10m DJF 1.3393006 +so arctic 10m year 1.3425022 so arctic 100m MAM 0.9183168 so arctic 100m JJA 0.9051254 so arctic 100m SON 0.94350725 so arctic 100m DJF 0.9192447 +so arctic 100m year 0.9191397 so arctic 1000m MAM 0.05301644 so arctic 1000m JJA 0.048884943 so arctic 1000m SON 0.047866404 so arctic 1000m DJF 0.054896656 +so arctic 1000m year 0.05092846 so northmid 10m MAM 1.1726552 so northmid 10m JJA 1.2417477 so northmid 10m SON 1.2057923 so northmid 10m DJF 1.158834 +so northmid 10m year 1.1897305 so northmid 100m MAM 0.8638309 so northmid 100m JJA 0.84179544 so northmid 100m SON 0.83178616 so northmid 100m DJF 0.8544123 +so northmid 100m year 0.84479743 so northmid 1000m MAM 0.5608334 so northmid 1000m JJA 0.5607129 so northmid 1000m SON 0.5623411 so northmid 1000m DJF 0.56076217 +so northmid 1000m year 0.5609903 so tropics 10m MAM 0.65959543 so tropics 10m JJA 0.6471646 so tropics 10m SON 0.66562635 so tropics 10m DJF 0.64547735 +so tropics 10m year 0.64692193 so tropics 100m MAM 0.6119515 so tropics 100m JJA 0.6131458 so tropics 100m SON 0.6100706 so tropics 100m DJF 0.61326206 +so tropics 100m year 0.6110357 so tropics 1000m MAM 0.16260919 so tropics 1000m JJA 0.16199696 so tropics 1000m SON 0.16269474 so tropics 1000m DJF 0.16306147 +so tropics 1000m year 0.16254272 so innertropics 10m MAM 0.57817453 so innertropics 10m JJA 0.5713908 so innertropics 10m SON 0.59296286 so innertropics 10m DJF 0.5638212 +so innertropics 10m year 0.56419283 so innertropics 100m MAM 0.54408807 so innertropics 100m JJA 0.547306 so innertropics 100m SON 0.54270124 so innertropics 100m DJF 0.54079616 +so innertropics 100m year 0.54200613 so innertropics 1000m MAM 0.19729151 so innertropics 1000m JJA 0.19607416 so innertropics 1000m SON 0.19738744 so innertropics 1000m DJF 0.19727844 +so innertropics 1000m year 0.19698036 so nino34 10m MAM 0.54911906 so nino34 10m JJA 0.5038604 so nino34 10m SON 0.5502028 so nino34 10m DJF 0.56976616 +so nino34 10m year 0.54323703 so nino34 100m MAM 0.6824539 so nino34 100m JJA 0.6565749 so nino34 100m SON 0.64907837 so nino34 100m DJF 0.64954656 +so nino34 100m year 0.6594133 so nino34 1000m MAM 0.18324137 so nino34 1000m JJA 0.18687966 so nino34 1000m SON 0.18608567 so nino34 1000m DJF 0.1811225 +so nino34 1000m year 0.18433234 so southmid 10m MAM 0.30914894 so southmid 10m JJA 0.30387816 so southmid 10m SON 0.3061931 so southmid 10m DJF 0.3082652 +so southmid 10m year 0.3047646 so southmid 100m MAM 0.289158 so southmid 100m JJA 0.29441345 so southmid 100m SON 0.2895338 so southmid 100m DJF 0.28479105 +so southmid 100m year 0.28809935 so southmid 1000m MAM 0.097237475 so southmid 1000m JJA 0.098672085 so southmid 1000m SON 0.09804318 so southmid 1000m DJF 0.098440066 +so southmid 1000m year 0.098017186 so antarctic 10m MAM 0.15603082 so antarctic 10m JJA 0.19350527 so antarctic 10m SON 0.19225098 so antarctic 10m DJF 0.18667243 +so antarctic 10m year 0.15899284 so antarctic 100m MAM 0.21711046 so antarctic 100m JJA 0.21621011 so antarctic 100m SON 0.1708513 so antarctic 100m DJF 0.1810308 +so antarctic 100m year 0.19437629 so antarctic 1000m MAM 0.044026654 so antarctic 1000m JJA 0.044170864 so antarctic 1000m SON 0.045874417 so antarctic 1000m DJF 0.047104426 +so antarctic 1000m year 0.045269318 diff --git a/eval/ERA5/BCC-SM2-MR.csv b/eval/ERA5/BCC-SM2-MR.csv index 08cb038..c9b5f75 100644 --- a/eval/ERA5/BCC-SM2-MR.csv +++ b/eval/ERA5/BCC-SM2-MR.csv @@ -3,1583 +3,1979 @@ siconc Atlantic_Basin surface MAM 23.97846060475598 siconc Atlantic_Basin surface JJA 14.905289012764632 siconc Atlantic_Basin surface SON 16.415774178781003 siconc Atlantic_Basin surface DJF 25.556295333285526 +siconc Atlantic_Basin surface year 18.40649005355072 siconc Pacific_Basin surface MAM 18.507832738179534 siconc Pacific_Basin surface JJA 3.061484039577053 siconc Pacific_Basin surface SON 4.46805151204067 siconc Pacific_Basin surface DJF 16.4158363347188 +siconc Pacific_Basin surface year 7.116297120484143 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 6.443423201617071 siconc Arctic_Basin surface JJA 10.8322236651466 siconc Arctic_Basin surface SON 11.054352217360979 siconc Arctic_Basin surface DJF 7.6929269523314865 +siconc Arctic_Basin surface year 7.789909073350692 siconc Southern_Ocean_Basin surface MAM 25.19722053966896 siconc Southern_Ocean_Basin surface JJA 17.872379531830617 siconc Southern_Ocean_Basin surface SON 17.891812522830993 siconc Southern_Ocean_Basin surface DJF 22.291654289326964 +siconc Southern_Ocean_Basin surface year 17.451540579935028 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 0.7480166625976494 siconc Asia surface JJA 3.5305178833007815 siconc Asia surface SON 10.935800781249995 siconc Asia surface DJF 1.7345068359374949 +siconc Asia surface year 1.2281860351562557 siconc North_America surface MAM 14.149481201171866 siconc North_America surface JJA 56.62220764160156 siconc North_America surface SON 27.349860229492187 siconc North_America surface DJF 8.585773315429691 +siconc North_America surface year 26.679326782226568 siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 5.3029924720525745 siconc Antarctica surface JJA 20.914103708267213 siconc Antarctica surface SON 14.139545402526856 siconc Antarctica surface DJF 0.44154515586793425 +siconc Antarctica surface year 10.197046642303468 siconc glob surface MAM 15.708306573143782 siconc glob surface JJA 14.232502780031215 siconc glob surface SON 14.563099289008353 siconc glob surface DJF 15.685449814384462 +siconc glob surface year 13.067265750204074 siconc arctic surface MAM 9.552134265461227 siconc arctic surface JJA 11.405333106213522 siconc arctic surface SON 11.755091235863304 siconc arctic surface DJF 10.886442525350398 +siconc arctic surface year 9.792768543476898 siconc northmid surface MAM 16.28401829873994 siconc northmid surface JJA 6.162230209736435 siconc northmid surface SON 5.629276279400704 siconc northmid surface DJF 15.564831953227655 +siconc northmid surface year 7.54220882532154 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.002574930103868 siconc southmid surface JJA 13.484926243859041 siconc southmid surface SON 17.73689162734356 siconc southmid surface DJF 6.309940397104096 +siconc southmid surface year 10.382968435263729 siconc antarctic surface MAM 26.818577122269783 siconc antarctic surface JJA 17.28511884853149 siconc antarctic surface SON 15.603917442676064 siconc antarctic surface DJF 24.92877601003671 +siconc antarctic surface year 19.09162556833515 tas Atlantic_Basin surface MAM 2.0701325 tas Atlantic_Basin surface JJA 1.7736801 tas Atlantic_Basin surface SON 1.8092201 tas Atlantic_Basin surface DJF 2.8404686 +tas Atlantic_Basin surface year 2.0008492 tas Pacific_Basin surface MAM 1.9290059 tas Pacific_Basin surface JJA 2.1715474 tas Pacific_Basin surface SON 1.9585496 tas Pacific_Basin surface DJF 2.091583 +tas Pacific_Basin surface year 1.9303178 tas Indian_Basin surface MAM 2.3771465 tas Indian_Basin surface JJA 2.1535325 tas Indian_Basin surface SON 1.9086181 tas Indian_Basin surface DJF 2.143105 +tas Indian_Basin surface year 2.1167204 tas Arctic_Basin surface MAM 1.6884352 tas Arctic_Basin surface JJA 1.7453295 tas Arctic_Basin surface SON 2.6028235 tas Arctic_Basin surface DJF 5.0240703 +tas Arctic_Basin surface year 2.5828202 tas Southern_Ocean_Basin surface MAM 2.447546 tas Southern_Ocean_Basin surface JJA 2.7296 tas Southern_Ocean_Basin surface SON 1.9451349 tas Southern_Ocean_Basin surface DJF 1.3230605 +tas Southern_Ocean_Basin surface year 1.9466443 tas Mediterranean_Basin surface MAM 0.95510143 tas Mediterranean_Basin surface JJA 1.1644338 tas Mediterranean_Basin surface SON 0.75861526 tas Mediterranean_Basin surface DJF 1.2518368 +tas Mediterranean_Basin surface year 0.63117075 tas Asia surface MAM 2.7723885 tas Asia surface JJA 2.6418874 tas Asia surface SON 2.1880832 tas Asia surface DJF 2.4861417 +tas Asia surface year 2.0119362 tas North_America surface MAM 2.3126519 tas North_America surface JJA 2.7961507 tas North_America surface SON 1.8416374 tas North_America surface DJF 2.1685882 +tas North_America surface year 1.6318309 tas Europe surface MAM 2.012376 tas Europe surface JJA 2.003139 tas Europe surface SON 1.5797827 tas Europe surface DJF 3.1026025 +tas Europe surface year 1.8948382 tas Africa surface MAM 1.2694983 tas Africa surface JJA 1.36469 tas Africa surface SON 1.2776651 tas Africa surface DJF 1.1325485 +tas Africa surface year 1.0541844 tas South_America surface MAM 1.8204955 tas South_America surface JJA 1.7380943 tas South_America surface SON 1.9840865 tas South_America surface DJF 2.1369767 +tas South_America surface year 1.8114045 tas Oceania surface MAM 4.4022384 tas Oceania surface JJA 5.162212 tas Oceania surface SON 3.3182485 tas Oceania surface DJF 3.274639 +tas Oceania surface year 4.0392594 tas Australia surface MAM 1.3531648 tas Australia surface JJA 1.3064233 tas Australia surface SON 0.75435406 tas Australia surface DJF 1.3512607 +tas Australia surface year 0.9741277 tas Antarctica surface MAM 1.825589 tas Antarctica surface JJA 1.9891406 tas Antarctica surface SON 2.7608922 tas Antarctica surface DJF 3.128751 +tas Antarctica surface year 2.116012 tas glob surface MAM 2.0992248 tas glob surface JJA 2.1948338 tas glob surface SON 2.0128143 tas glob surface DJF 2.3869414 +tas glob surface year 1.9632279 tas arctic surface MAM 2.0874946 tas arctic surface JJA 2.3965611 tas arctic surface SON 2.3525403 tas arctic surface DJF 4.3245673 +tas arctic surface year 2.3564656 tas northmid surface MAM 2.1260884 tas northmid surface JJA 2.021351 tas northmid surface SON 1.7230307 tas northmid surface DJF 2.3303347 +tas northmid surface year 1.7467463 tas tropics surface MAM 1.8815606 tas tropics surface JJA 1.9000818 tas tropics surface SON 1.9115164 tas tropics surface DJF 1.9556271 +tas tropics surface year 1.8460685 tas innertropics surface MAM 1.903205 tas innertropics surface JJA 2.032792 tas innertropics surface SON 2.075936 tas innertropics surface DJF 2.0308633 +tas innertropics surface year 1.9601496 tas nino34 surface MAM 0.99124986 tas nino34 surface JJA 0.9703219 tas nino34 surface SON 1.0455396 tas nino34 surface DJF 1.4245224 +tas nino34 surface year 0.99261194 tas southmid surface MAM 1.800292 tas southmid surface JJA 1.9997209 tas southmid surface SON 1.6285539 tas southmid surface DJF 1.4836684 +tas southmid surface year 1.7085108 tas antarctic surface MAM 2.866967 tas antarctic surface JJA 2.8776588 tas antarctic surface SON 2.5659869 tas antarctic surface DJF 2.4352155 +tas antarctic surface year 2.301842 clt Atlantic_Basin surface MAM 12.084044 clt Atlantic_Basin surface JJA 10.98325 clt Atlantic_Basin surface SON 10.19193 clt Atlantic_Basin surface DJF 10.66267 +clt Atlantic_Basin surface year 9.59113 clt Pacific_Basin surface MAM 12.026297 clt Pacific_Basin surface JJA 10.5037775 clt Pacific_Basin surface SON 11.296654 clt Pacific_Basin surface DJF 11.874874 +clt Pacific_Basin surface year 10.313822 clt Indian_Basin surface MAM 17.140076 clt Indian_Basin surface JJA 17.81054 clt Indian_Basin surface SON 16.668404 clt Indian_Basin surface DJF 13.023143 +clt Indian_Basin surface year 14.7375765 clt Arctic_Basin surface MAM 6.5222936 clt Arctic_Basin surface JJA 5.8103 clt Arctic_Basin surface SON 6.0234222 clt Arctic_Basin surface DJF 7.0341945 +clt Arctic_Basin surface year 5.064281 clt Southern_Ocean_Basin surface MAM 15.170018 clt Southern_Ocean_Basin surface JJA 15.086185 clt Southern_Ocean_Basin surface SON 15.992438 clt Southern_Ocean_Basin surface DJF 14.971282 +clt Southern_Ocean_Basin surface year 14.415381 clt Mediterranean_Basin surface MAM 3.661892 clt Mediterranean_Basin surface JJA 22.631372 clt Mediterranean_Basin surface SON 5.964813 clt Mediterranean_Basin surface DJF 12.593522 +clt Mediterranean_Basin surface year 4.2576327 clt Asia surface MAM 6.9405155 clt Asia surface JJA 8.987116 clt Asia surface SON 6.2570133 clt Asia surface DJF 11.78911 +clt Asia surface year 6.433879 clt North_America surface MAM 8.007587 clt North_America surface JJA 7.8391604 clt North_America surface SON 6.5174193 clt North_America surface DJF 7.529585 +clt North_America surface year 6.1591187 clt Europe surface MAM 4.478144 clt Europe surface JJA 11.832826 clt Europe surface SON 6.4328356 clt Europe surface DJF 5.628236 +clt Europe surface year 6.490958 clt Africa surface MAM 10.386702 clt Africa surface JJA 9.524793 clt Africa surface SON 10.513472 clt Africa surface DJF 15.791341 +clt Africa surface year 9.08295 clt South_America surface MAM 14.800085 clt South_America surface JJA 12.8736105 clt South_America surface SON 10.722401 clt South_America surface DJF 13.270162 +clt South_America surface year 11.826844 clt Oceania surface MAM 9.354605 clt Oceania surface JJA 10.924367 clt Oceania surface SON 9.499943 clt Oceania surface DJF 11.202067 +clt Oceania surface year 10.078597 clt Australia surface MAM 8.684862 clt Australia surface JJA 11.832026 clt Australia surface SON 10.013903 clt Australia surface DJF 6.4637046 +clt Australia surface year 6.60601 clt Antarctica surface MAM 30.604427 clt Antarctica surface JJA 39.87304 clt Antarctica surface SON 29.817049 clt Antarctica surface DJF 15.778438 +clt Antarctica surface year 28.504307 clt glob surface MAM 13.096515 clt glob surface JJA 13.727161 clt glob surface SON 12.560499 clt glob surface DJF 12.180028 +clt glob surface year 11.632009 clt arctic surface MAM 7.9542994 clt arctic surface JJA 6.455171 clt arctic surface SON 5.812728 clt arctic surface DJF 7.783342 +clt arctic surface year 5.5438313 clt northmid surface MAM 8.677782 clt northmid surface JJA 8.1091795 clt northmid surface SON 9.052369 clt northmid surface DJF 11.917993 +clt northmid surface year 8.208347 clt tropics surface MAM 11.792577 clt tropics surface JJA 11.840346 clt tropics surface SON 10.860478 clt tropics surface DJF 11.461151 +clt tropics surface year 9.791794 clt innertropics surface MAM 12.757651 clt innertropics surface JJA 11.171888 clt innertropics surface SON 11.4907055 clt innertropics surface DJF 11.716913 +clt innertropics surface year 9.9759035 clt nino34 surface MAM 18.258604 clt nino34 surface JJA 19.838078 clt nino34 surface SON 22.645426 clt nino34 surface DJF 21.424822 +clt nino34 surface year 20.27026 clt southmid surface MAM 17.959557 clt southmid surface JJA 20.000805 clt southmid surface SON 18.08288 clt southmid surface DJF 14.067563 +clt southmid surface year 17.466965 clt antarctic surface MAM 20.74088 clt antarctic surface JJA 24.711674 clt antarctic surface SON 21.157156 clt antarctic surface DJF 16.36643 +clt antarctic surface year 19.382017 pr Atlantic_Basin surface MAM 9.427411e-06 pr Atlantic_Basin surface JJA 7.886002e-06 pr Atlantic_Basin surface SON 7.463852e-06 pr Atlantic_Basin surface DJF 8.651806e-06 +pr Atlantic_Basin surface year 6.968317e-06 pr Pacific_Basin surface MAM 1.6545293e-05 pr Pacific_Basin surface JJA 1.5159903e-05 pr Pacific_Basin surface SON 1.441002e-05 pr Pacific_Basin surface DJF 1.6106806e-05 +pr Pacific_Basin surface year 1.2613289e-05 pr Indian_Basin surface MAM 1.13302085e-05 pr Indian_Basin surface JJA 1.2709334e-05 pr Indian_Basin surface SON 1.6525008e-05 pr Indian_Basin surface DJF 1.4405127e-05 +pr Indian_Basin surface year 1.0000375e-05 pr Arctic_Basin surface MAM 2.469105e-06 pr Arctic_Basin surface JJA 1.3723325e-06 pr Arctic_Basin surface SON 2.0400303e-06 pr Arctic_Basin surface DJF 2.3868483e-06 +pr Arctic_Basin surface year 1.5051268e-06 pr Southern_Ocean_Basin surface MAM 5.231573e-06 pr Southern_Ocean_Basin surface JJA 6.5756262e-06 pr Southern_Ocean_Basin surface SON 4.600766e-06 pr Southern_Ocean_Basin surface DJF 3.497609e-06 +pr Southern_Ocean_Basin surface year 3.9118063e-06 pr Mediterranean_Basin surface MAM 5.16128e-06 pr Mediterranean_Basin surface JJA 2.8038653e-06 pr Mediterranean_Basin surface SON 6.0343928e-06 pr Mediterranean_Basin surface DJF 5.7864445e-06 +pr Mediterranean_Basin surface year 4.0226428e-06 pr Asia surface MAM 6.4185033e-06 pr Asia surface JJA 8.228895e-06 pr Asia surface SON 5.543903e-06 pr Asia surface DJF 5.1481256e-06 +pr Asia surface year 4.996751e-06 pr North_America surface MAM 5.4912434e-06 pr North_America surface JJA 7.4265836e-06 pr North_America surface SON 5.893418e-06 pr North_America surface DJF 6.0944426e-06 +pr North_America surface year 5.3480917e-06 pr Europe surface MAM 3.1912514e-06 pr Europe surface JJA 6.6009225e-06 pr Europe surface SON 5.8893884e-06 pr Europe surface DJF 6.3589773e-06 +pr Europe surface year 4.8792544e-06 pr Africa surface MAM 9.727232e-06 pr Africa surface JJA 1.0061631e-05 pr Africa surface SON 1.1132928e-05 pr Africa surface DJF 8.816391e-06 +pr Africa surface year 8.925651e-06 pr South_America surface MAM 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500hPa MAM 19.905098 zg North_America 500hPa JJA 29.997368 zg North_America 500hPa SON 23.278685 zg North_America 500hPa DJF 15.562913 +zg North_America 500hPa year 16.953014 zg Europe 500hPa MAM 19.284142 zg Europe 500hPa JJA 16.326456 zg Europe 500hPa SON 16.72632 zg Europe 500hPa DJF 24.845016 +zg Europe 500hPa year 14.922192 zg Africa 500hPa MAM 19.496626 zg Africa 500hPa JJA 24.680445 zg Africa 500hPa SON 20.945768 zg Africa 500hPa DJF 18.129688 +zg Africa 500hPa year 20.54078 zg South_America 500hPa MAM 25.396383 zg South_America 500hPa JJA 19.668596 zg South_America 500hPa SON 21.31514 zg South_America 500hPa DJF 23.969036 +zg South_America 500hPa year 22.419065 zg Oceania 500hPa MAM 42.738815 zg Oceania 500hPa JJA 11.148615 zg Oceania 500hPa SON 18.369408 zg Oceania 500hPa DJF 35.199352 +zg Oceania 500hPa year 24.042791 zg Australia 500hPa MAM 38.94437 zg Australia 500hPa JJA 14.269236 zg Australia 500hPa SON 16.331837 zg Australia 500hPa DJF 30.115679 +zg Australia 500hPa year 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nino34 500hPa MAM 18.11486 zg nino34 500hPa JJA 22.049349 zg nino34 500hPa SON 20.224695 zg nino34 500hPa DJF 23.148613 +zg nino34 500hPa year 20.884356 zg southmid 500hPa MAM 35.3904 zg southmid 500hPa JJA 24.128948 zg southmid 500hPa SON 22.278465 zg southmid 500hPa DJF 27.435318 +zg southmid 500hPa year 23.418528 zg antarctic 500hPa MAM 46.41528 zg antarctic 500hPa JJA 61.735043 zg antarctic 500hPa SON 36.249004 zg antarctic 500hPa DJF 15.111977 +zg antarctic 500hPa year 38.8488 zos Atlantic_Basin surface MAM 0.036665 zos Atlantic_Basin surface JJA 0.03856635 zos Atlantic_Basin surface SON 0.038172193 zos Atlantic_Basin surface DJF 0.038423456 +zos Atlantic_Basin surface year 0.037487924 zos Pacific_Basin surface MAM 0.034385853 zos Pacific_Basin surface JJA 0.032886412 zos Pacific_Basin surface SON 0.03401176 zos Pacific_Basin surface DJF 0.029980525 +zos Pacific_Basin surface year 0.031891663 zos Indian_Basin surface MAM 0.04737116 zos Indian_Basin surface JJA 0.044447724 zos Indian_Basin surface SON 0.051570274 zos Indian_Basin surface DJF 0.05074675 +zos Indian_Basin surface year 0.04778654 zos Arctic_Basin surface MAM 0.025500609 zos Arctic_Basin surface JJA 0.02523064 zos Arctic_Basin surface SON 0.031650756 zos Arctic_Basin surface DJF 0.035153158 +zos Arctic_Basin surface year 0.026932934 zos Southern_Ocean_Basin surface MAM 0.04398655 zos Southern_Ocean_Basin surface JJA 0.045826662 zos Southern_Ocean_Basin surface SON 0.04758851 zos Southern_Ocean_Basin surface DJF 0.04195931 +zos Southern_Ocean_Basin surface year 0.042702373 zos Mediterranean_Basin surface MAM 0.010173676 zos Mediterranean_Basin surface JJA 0.01968711 zos Mediterranean_Basin surface SON 0.010706103 zos Mediterranean_Basin surface DJF 0.011456827 +zos Mediterranean_Basin surface year 0.011131273 zos Asia surface MAM 0.015469627 zos Asia surface JJA 0.042546872 zos Asia surface SON 0.062731646 zos Asia surface DJF 0.017659774 +zos Asia surface year 0.048215207 zos North_America surface MAM 0.012136436 zos North_America surface JJA 0.011662573 zos North_America surface SON 0.012198437 zos North_America surface DJF nan +zos North_America surface year 0.004246358 zos Europe surface MAM 0.00011393055 zos Europe surface JJA 0.033607744 zos Europe surface SON 0.0051590316 zos Europe surface DJF 0.0071699284 +zos Europe surface year 0.01153766 zos Africa surface MAM nan zos Africa surface JJA nan zos Africa surface SON nan zos Africa surface DJF nan +zos Africa surface year nan zos South_America surface MAM nan zos South_America surface JJA nan zos South_America surface SON nan zos South_America surface DJF nan +zos South_America surface year nan zos Oceania surface MAM nan zos Oceania surface JJA nan zos Oceania surface SON nan zos Oceania surface DJF nan +zos Oceania surface year nan zos Australia surface MAM 0.04058811 zos Australia surface JJA 0.035814352 zos Australia surface SON 0.025462013 zos Australia surface DJF 0.026333487 +zos Australia surface year 0.03209949 zos Antarctica surface MAM 0.017727565 zos Antarctica surface JJA 0.027469333 zos Antarctica surface SON 0.02741683 zos Antarctica surface DJF 0.018411174 +zos Antarctica surface year 0.022731226 zos glob surface MAM 0.039004367 zos glob surface JJA 0.038232047 zos glob surface SON 0.040128972 zos glob surface DJF 0.037712537 +zos glob surface year 0.037426744 zos arctic surface MAM 0.024706047 zos arctic surface JJA 0.02480844 zos arctic surface SON 0.029379483 zos arctic surface DJF 0.029194258 +zos arctic surface year 0.025985627 zos northmid surface MAM 0.044165414 zos northmid surface JJA 0.04789095 zos northmid surface SON 0.047459137 zos northmid surface DJF 0.044082556 +zos northmid surface year 0.045429777 zos tropics surface MAM 0.03157728 zos tropics surface JJA 0.03064792 zos tropics surface SON 0.033054586 zos tropics surface DJF 0.0300423 +zos tropics surface year 0.030318666 zos innertropics surface MAM 0.026164437 zos innertropics surface JJA 0.023370674 zos innertropics surface SON 0.027806284 zos innertropics surface DJF 0.024301883 +zos innertropics surface year 0.023692353 zos nino34 surface MAM 0.029878613 zos nino34 surface JJA 0.029043896 zos nino34 surface SON 0.03891368 zos nino34 surface DJF 0.031098465 +zos nino34 surface year 0.032234453 zos southmid surface MAM 0.05640198 zos southmid surface JJA 0.05241832 zos southmid surface SON 0.05466332 zos southmid surface DJF 0.053532694 +zos southmid surface year 0.054122135 zos antarctic surface MAM 0.021369416 zos antarctic surface JJA 0.025357319 zos antarctic surface SON 0.025037346 zos antarctic surface DJF 0.02050401 +zos antarctic surface year 0.021386802 tos Atlantic_Basin surface MAM 0.22064683 tos Atlantic_Basin surface JJA 0.21216185 tos Atlantic_Basin surface SON 0.20009373 tos Atlantic_Basin surface DJF 0.1979782 +tos Atlantic_Basin surface year 0.15940274 tos Pacific_Basin surface MAM 0.16923563 tos Pacific_Basin surface JJA 0.23900226 tos Pacific_Basin surface SON 0.22955643 tos Pacific_Basin surface DJF 0.16677605 +tos Pacific_Basin surface year 0.16962937 tos Indian_Basin surface MAM 0.11925383 tos Indian_Basin surface JJA 0.13439384 tos Indian_Basin surface SON 0.13401848 tos Indian_Basin surface DJF 0.12823132 +tos Indian_Basin surface year 0.095450945 tos Arctic_Basin surface MAM 0.08353183 tos Arctic_Basin surface JJA 0.31703502 tos Arctic_Basin surface SON 0.311718 tos Arctic_Basin surface DJF 0.08868649 +tos Arctic_Basin surface year 0.1938152 tos Southern_Ocean_Basin surface MAM 0.18086644 tos Southern_Ocean_Basin surface JJA 0.16932727 tos Southern_Ocean_Basin surface SON 0.1926855 tos Southern_Ocean_Basin surface DJF 0.31672737 +tos Southern_Ocean_Basin surface year 0.14561594 tos Mediterranean_Basin surface MAM 0.21146579 tos Mediterranean_Basin surface JJA 0.3227169 tos Mediterranean_Basin surface SON 0.21300198 tos Mediterranean_Basin surface DJF 0.16951057 +tos Mediterranean_Basin surface year 0.13076654 tos Asia surface MAM 0.12916502 tos Asia surface JJA 0.24606226 tos Asia surface SON 0.39017463 tos Asia surface DJF 0.053416684 +tos Asia surface year 0.19597815 tos North_America surface MAM 0.23750854 tos North_America surface JJA 0.83914584 tos North_America surface SON 0.50312024 tos North_America surface DJF 0.15113081 +tos North_America surface year 0.422284 tos Europe surface MAM 0.22021179 tos Europe surface JJA 0.48126101 tos Europe surface SON 0.30254015 tos Europe surface DJF 0.48169717 +tos Europe surface year 0.26352632 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM 0.17411649 tos South_America surface JJA 0.12746665 tos South_America surface SON 0.084707975 tos South_America surface DJF 0.083894074 +tos South_America surface year 0.11754632 tos Oceania surface MAM nan tos Oceania surface JJA nan tos Oceania surface SON nan tos Oceania surface DJF nan +tos Oceania surface year nan tos Australia surface MAM 0.2573161 tos Australia surface JJA 0.28395942 tos Australia surface SON 0.059773922 tos Australia surface DJF 0.48079062 +tos Australia surface year 0.27046 tos Antarctica surface MAM 0.015972733 tos Antarctica surface JJA 0.18425673 tos Antarctica surface SON 0.21042061 tos Antarctica surface DJF 0.3137156 +tos Antarctica surface year 0.1810914 tos glob surface MAM 0.16741553 tos glob surface JJA 0.21354602 tos glob surface SON 0.21340881 tos glob surface DJF 0.20135877 +tos glob surface year 0.15605226 tos arctic surface MAM 0.14383857 tos arctic surface JJA 0.32464865 tos arctic surface SON 0.30546165 tos arctic surface DJF 0.14165422 +tos arctic surface year 0.21716614 tos northmid surface MAM 0.2540316 tos northmid surface JJA 0.4147501 tos northmid surface SON 0.41825026 tos northmid surface DJF 0.19474879 +tos northmid surface year 0.2588144 tos tropics surface MAM 0.1390835 tos tropics surface JJA 0.16099904 tos tropics surface SON 0.14728096 tos tropics surface DJF 0.14686236 +tos tropics surface year 0.11658507 tos innertropics surface MAM 0.16129605 tos innertropics surface JJA 0.16517127 tos innertropics surface SON 0.17140268 tos innertropics surface DJF 0.1497469 +tos innertropics surface year 0.12735799 tos nino34 surface MAM 0.32623407 tos nino34 surface JJA 0.33560687 tos nino34 surface SON 0.3526549 tos nino34 surface DJF 0.26311827 +tos nino34 surface year 0.2898702 tos southmid surface MAM 0.15427466 tos southmid surface JJA 0.15705651 tos southmid surface SON 0.1686875 tos southmid surface DJF 0.1813899 +tos southmid surface year 0.10838451 tos antarctic surface MAM 0.24660815 tos antarctic surface JJA 0.16767427 tos antarctic surface SON 0.20723937 tos antarctic surface DJF 0.5866341 +tos antarctic surface year 0.23004952 mlotst Atlantic_Basin surface MAM 86.02661 mlotst Atlantic_Basin surface JJA 10.655327 mlotst Atlantic_Basin surface SON 20.770916 mlotst Atlantic_Basin surface DJF 91.60502 +mlotst Atlantic_Basin surface year 51.801704 mlotst Pacific_Basin surface MAM 21.091833 mlotst Pacific_Basin surface JJA 9.385309 mlotst Pacific_Basin surface SON 11.331427 mlotst Pacific_Basin surface DJF 22.330526 +mlotst Pacific_Basin surface year 15.722326 mlotst Indian_Basin surface MAM 9.040808 mlotst Indian_Basin surface JJA 31.449635 mlotst Indian_Basin surface SON 23.119793 mlotst Indian_Basin surface DJF 9.693033 +mlotst Indian_Basin surface year 18.203787 mlotst Arctic_Basin surface MAM 31.33477 mlotst Arctic_Basin surface JJA 10.951948 mlotst Arctic_Basin surface SON 20.727715 mlotst Arctic_Basin surface DJF 28.832014 +mlotst Arctic_Basin surface year 22.773052 mlotst Southern_Ocean_Basin surface MAM 29.6441 mlotst Southern_Ocean_Basin surface JJA 145.16504 mlotst Southern_Ocean_Basin surface SON 165.98186 mlotst Southern_Ocean_Basin surface DJF 14.004968 +mlotst Southern_Ocean_Basin surface year 88.35267 mlotst Mediterranean_Basin surface MAM 17.13729 mlotst Mediterranean_Basin surface JJA 3.9280186 mlotst Mediterranean_Basin surface SON 6.711179 mlotst Mediterranean_Basin surface DJF 30.635473 +mlotst Mediterranean_Basin surface year 13.207106 mlotst Asia surface MAM 25.77938 mlotst Asia surface JJA 16.393984 mlotst Asia surface SON 21.92263 mlotst Asia surface DJF 35.795006 +mlotst Asia surface year 24.97275 mlotst North_America surface MAM 50.2042 mlotst North_America surface JJA 16.114414 mlotst North_America surface SON 27.31364 mlotst North_America surface DJF 45.028267 +mlotst North_America surface year 34.665134 mlotst Europe surface MAM 27.962364 mlotst Europe surface JJA 10.447307 mlotst Europe surface SON 20.924028 mlotst Europe surface DJF 40.42395 +mlotst Europe surface year 24.939415 mlotst Africa surface MAM nan mlotst Africa surface JJA nan mlotst Africa surface SON nan mlotst Africa surface DJF nan +mlotst Africa surface year nan mlotst South_America surface MAM 32.90509 mlotst South_America surface JJA 26.006268 mlotst South_America surface SON 23.956367 mlotst South_America surface DJF 39.89829 +mlotst South_America surface year 30.691505 mlotst Oceania surface MAM nan mlotst Oceania surface JJA nan mlotst Oceania surface SON nan mlotst Oceania surface DJF nan +mlotst Oceania surface year nan mlotst Australia surface MAM 41.2023 mlotst Australia surface JJA 64.77348 mlotst Australia surface SON 45.86197 mlotst Australia surface DJF 20.301142 +mlotst Australia surface year 43.034725 mlotst Antarctica surface MAM 35.895325 mlotst Antarctica surface JJA 78.30221 mlotst Antarctica surface SON 74.94156 mlotst Antarctica surface DJF 18.069765 +mlotst Antarctica surface year 51.80221 mlotst glob surface MAM 35.179066 mlotst glob surface JJA 49.998886 mlotst glob surface SON 58.50087 mlotst glob surface DJF 32.074284 +mlotst glob surface year 43.62256 mlotst arctic surface MAM 52.04995 mlotst arctic surface JJA 10.241611 mlotst arctic surface SON 24.6634 mlotst arctic surface DJF 51.27675 +mlotst arctic surface year 34.228886 mlotst northmid surface MAM 113.44395 mlotst northmid surface JJA 6.248043 mlotst northmid surface SON 17.974762 mlotst northmid surface DJF 119.68044 +mlotst northmid surface year 64.143715 mlotst tropics surface MAM 10.374902 mlotst tropics surface JJA 11.358908 mlotst tropics surface SON 10.088473 mlotst tropics surface DJF 12.354899 +mlotst tropics surface year 10.726362 mlotst innertropics surface MAM 10.690275 mlotst innertropics surface JJA 9.980998 mlotst innertropics surface SON 9.686332 mlotst innertropics surface DJF 12.134113 +mlotst innertropics surface year 10.261745 mlotst nino34 surface MAM 17.217094 mlotst nino34 surface JJA 18.255352 mlotst nino34 surface SON 19.042646 mlotst nino34 surface DJF 15.259257 +mlotst nino34 surface year 17.443586 mlotst southmid surface MAM 21.568327 mlotst southmid surface JJA 96.183075 mlotst southmid surface SON 109.281715 mlotst southmid surface DJF 11.529201 +mlotst southmid surface year 59.25097 mlotst antarctic surface MAM 37.334908 mlotst antarctic surface JJA 204.46756 mlotst antarctic surface SON 215.70961 mlotst antarctic surface DJF 12.754906 +mlotst antarctic surface year 117.414474 thetao Atlantic_Basin 10m MAM 1.2643652 thetao Atlantic_Basin 10m JJA 1.2320824 thetao Atlantic_Basin 10m SON 1.1154652 thetao Atlantic_Basin 10m DJF 1.3328879 +thetao Atlantic_Basin 10m year 1.1713778 thetao Atlantic_Basin 100m MAM 1.4925691 thetao Atlantic_Basin 100m JJA 1.402194 thetao Atlantic_Basin 100m SON 1.3449725 thetao Atlantic_Basin 100m DJF 1.367781 +thetao Atlantic_Basin 100m year 1.3621737 thetao Atlantic_Basin 1000m MAM 3.0477996 thetao Atlantic_Basin 1000m JJA 3.0552318 thetao Atlantic_Basin 1000m SON 3.0564983 thetao Atlantic_Basin 1000m DJF 3.0334938 +thetao Atlantic_Basin 1000m year 3.0482557 thetao Pacific_Basin 10m MAM 0.952479 thetao Pacific_Basin 10m JJA 1.0169885 thetao Pacific_Basin 10m SON 1.1003728 thetao Pacific_Basin 10m DJF 1.0245651 +thetao Pacific_Basin 10m year 0.9430198 thetao Pacific_Basin 100m MAM 1.2272063 thetao Pacific_Basin 100m JJA 1.2847781 thetao Pacific_Basin 100m SON 1.2547735 thetao Pacific_Basin 100m DJF 1.1215119 +thetao Pacific_Basin 100m year 1.1435665 thetao Pacific_Basin 1000m MAM 1.9898378 thetao Pacific_Basin 1000m JJA 1.9966885 thetao Pacific_Basin 1000m SON 1.990615 thetao Pacific_Basin 1000m DJF 1.9898254 +thetao Pacific_Basin 1000m year 1.9917418 thetao Indian_Basin 10m MAM 0.9522971 thetao Indian_Basin 10m JJA 0.6916219 thetao Indian_Basin 10m SON 0.7106468 thetao Indian_Basin 10m DJF 0.94519275 +thetao Indian_Basin 10m year 0.75773513 thetao Indian_Basin 100m MAM 1.6245487 thetao Indian_Basin 100m JJA 1.6773475 thetao Indian_Basin 100m SON 2.1020706 thetao Indian_Basin 100m DJF 1.9473675 +thetao Indian_Basin 100m year 1.746125 thetao Indian_Basin 1000m MAM 1.4798414 thetao Indian_Basin 1000m JJA 1.4858773 thetao Indian_Basin 1000m SON 1.4817547 thetao Indian_Basin 1000m DJF 1.4654197 +thetao Indian_Basin 1000m year 1.4778967 thetao Arctic_Basin 10m MAM 0.48432213 thetao Arctic_Basin 10m JJA 0.7249128 thetao Arctic_Basin 10m SON 0.6693273 thetao Arctic_Basin 10m DJF 0.5724846 +thetao Arctic_Basin 10m year 0.5818802 thetao Arctic_Basin 100m MAM 0.53066105 thetao Arctic_Basin 100m JJA 0.57591754 thetao Arctic_Basin 100m SON 0.62222517 thetao Arctic_Basin 100m DJF 0.5813006 +thetao Arctic_Basin 100m year 0.5596287 thetao Arctic_Basin 1000m MAM 2.0743835 thetao Arctic_Basin 1000m JJA 2.0901213 thetao Arctic_Basin 1000m SON 2.0821295 thetao Arctic_Basin 1000m DJF 2.0704825 +thetao Arctic_Basin 1000m year 2.0792792 thetao Southern_Ocean_Basin 10m MAM 0.8910178 thetao Southern_Ocean_Basin 10m JJA 0.9039656 thetao Southern_Ocean_Basin 10m SON 0.9222622 thetao Southern_Ocean_Basin 10m DJF 1.0660887 +thetao Southern_Ocean_Basin 10m year 0.8695484 thetao Southern_Ocean_Basin 100m MAM 0.99049824 thetao Southern_Ocean_Basin 100m JJA 0.974259 thetao Southern_Ocean_Basin 100m SON 0.9956745 thetao Southern_Ocean_Basin 100m DJF 0.9832677 +thetao Southern_Ocean_Basin 100m year 0.96778345 thetao Southern_Ocean_Basin 1000m MAM 1.2957869 thetao Southern_Ocean_Basin 1000m JJA 1.2952299 thetao Southern_Ocean_Basin 1000m SON 1.2927592 thetao Southern_Ocean_Basin 1000m DJF 1.2911413 +thetao Southern_Ocean_Basin 1000m year 1.293405 thetao Mediterranean_Basin 10m MAM 1.2408698 thetao Mediterranean_Basin 10m JJA 1.1532217 thetao Mediterranean_Basin 10m SON 1.5574163 thetao Mediterranean_Basin 10m DJF 1.1040405 +thetao Mediterranean_Basin 10m year 1.2592822 thetao Mediterranean_Basin 100m MAM 0.77593577 thetao Mediterranean_Basin 100m JJA 0.8664498 thetao Mediterranean_Basin 100m SON 0.9621987 thetao Mediterranean_Basin 100m DJF 0.8218975 +thetao Mediterranean_Basin 100m year 0.8432156 thetao Mediterranean_Basin 1000m MAM 1.9018873 thetao Mediterranean_Basin 1000m JJA 1.901277 thetao Mediterranean_Basin 1000m SON 1.8967204 thetao Mediterranean_Basin 1000m DJF 1.8934792 +thetao Mediterranean_Basin 1000m year 1.8983417 thetao Asia 10m MAM 1.1222318 thetao Asia 10m JJA 1.4693993 thetao Asia 10m SON 1.5980694 thetao Asia 10m DJF 1.0411257 +thetao Asia 10m year 1.2536103 thetao Asia 100m MAM 0.7387166 thetao Asia 100m JJA 1.0547358 thetao Asia 100m SON 1.200677 thetao Asia 100m DJF 0.8828478 +thetao Asia 100m year 0.92575675 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.2787087 thetao North_America 10m JJA 1.7380612 thetao North_America 10m SON 0.9389291 thetao North_America 10m DJF 1.2066686 +thetao North_America 10m year 1.2546294 thetao North_America 100m MAM 0.40068087 thetao North_America 100m JJA 0.43560478 thetao North_America 100m SON 0.5233895 thetao North_America 100m DJF 0.44760287 +thetao North_America 100m year 0.44784495 thetao North_America 1000m MAM nan thetao North_America 1000m JJA nan thetao North_America 1000m SON nan thetao North_America 1000m DJF nan +thetao North_America 1000m year nan thetao Europe 10m MAM 2.1074202 thetao Europe 10m JJA 1.1859709 thetao Europe 10m SON 1.3020878 thetao Europe 10m DJF 1.6792103 +thetao Europe 10m year 1.568669 thetao Europe 100m MAM 0.89822674 thetao Europe 100m JJA 0.9775934 thetao Europe 100m SON 1.1049004 thetao Europe 100m DJF 1.1215534 +thetao Europe 100m year 1.025568 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 1.5226784 thetao South_America 10m JJA 1.2464695 thetao South_America 10m SON 1.4945393 thetao South_America 10m DJF 1.8079128 +thetao South_America 10m year 1.5179005 thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 1.0627689 thetao Australia 10m JJA 0.76562023 thetao Australia 10m SON 1.0410714 thetao Australia 10m DJF 0.3597479 +thetao Australia 10m year 0.26012135 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 1.16344 thetao Antarctica 10m JJA 1.3806778 thetao Antarctica 10m SON 1.2955618 thetao Antarctica 10m DJF 1.5539279 +thetao Antarctica 10m year 1.3484019 thetao Antarctica 100m MAM 1.35189 thetao Antarctica 100m JJA 1.7178881 thetao Antarctica 100m SON 1.4234939 thetao Antarctica 100m DJF 1.1687124 +thetao Antarctica 100m year 1.4154809 thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 0.93944097 thetao glob 10m JJA 0.95647484 thetao glob 10m SON 0.9641664 thetao glob 10m DJF 1.0315714 +thetao glob 10m year 0.9037333 thetao glob 100m MAM 1.1721377 thetao glob 100m JJA 1.1811255 thetao glob 100m SON 1.2159888 thetao glob 100m DJF 1.1523415 +thetao glob 100m year 1.1313252 thetao glob 1000m MAM 1.9099171 thetao glob 1000m JJA 1.91522 thetao glob 1000m SON 1.9115281 thetao glob 1000m DJF 1.9043132 +thetao glob 1000m year 1.9101121 thetao arctic 10m MAM 0.83940285 thetao arctic 10m JJA 1.1725962 thetao arctic 10m SON 1.0284286 thetao arctic 10m DJF 0.84271336 +thetao arctic 10m year 0.9407118 thetao arctic 100m MAM 0.9289976 thetao arctic 100m JJA 0.88703066 thetao arctic 100m SON 0.9194441 thetao arctic 100m DJF 0.8638842 +thetao arctic 100m year 0.8837662 thetao arctic 1000m MAM 2.1373901 thetao arctic 1000m JJA 2.154866 thetao arctic 1000m SON 2.148628 thetao arctic 1000m DJF 2.134492 +thetao arctic 1000m year 2.1438441 thetao northmid 10m MAM 1.3288335 thetao northmid 10m JJA 1.5670002 thetao northmid 10m SON 1.7205079 thetao northmid 10m DJF 1.3787515 +thetao northmid 10m year 1.3991618 thetao northmid 100m MAM 1.2287927 thetao northmid 100m JJA 1.316716 thetao northmid 100m SON 1.5332421 thetao northmid 100m DJF 1.3033795 +thetao northmid 100m year 1.3264539 thetao northmid 1000m MAM 2.6544027 thetao northmid 1000m JJA 2.663961 thetao northmid 1000m SON 2.6613832 thetao northmid 1000m DJF 2.654271 +thetao northmid 1000m year 2.6585045 thetao tropics 10m MAM 0.8814989 thetao tropics 10m JJA 0.7479015 thetao tropics 10m SON 0.78249174 thetao tropics 10m DJF 0.9351277 +thetao tropics 10m year 0.7655835 thetao tropics 100m MAM 1.4324641 thetao tropics 100m JJA 1.4395572 thetao tropics 100m SON 1.4568349 thetao tropics 100m DJF 1.3940667 +thetao tropics 100m year 1.3323195 thetao tropics 1000m MAM 2.0683491 thetao tropics 1000m JJA 2.0738435 thetao tropics 1000m SON 2.0685318 thetao tropics 1000m DJF 2.0634418 +thetao tropics 1000m year 2.0684977 thetao innertropics 10m MAM 0.879589 thetao innertropics 10m JJA 0.7947312 thetao innertropics 10m SON 0.84555686 thetao innertropics 10m DJF 0.977587 +thetao innertropics 10m year 0.7777671 thetao innertropics 100m MAM 1.8479307 thetao innertropics 100m JJA 1.800934 thetao innertropics 100m SON 1.7654766 thetao innertropics 100m DJF 1.7162771 +thetao innertropics 100m year 1.6185021 thetao innertropics 1000m MAM 1.9489963 thetao innertropics 1000m JJA 1.9497272 thetao innertropics 1000m SON 1.9511073 thetao innertropics 1000m DJF 1.9477376 +thetao innertropics 1000m year 1.9493334 thetao nino34 10m MAM 0.8782234 thetao nino34 10m JJA 0.7321151 thetao nino34 10m SON 0.75163895 thetao nino34 10m DJF 0.65138346 +thetao nino34 10m year 0.47912177 thetao nino34 100m MAM 1.5160964 thetao nino34 100m JJA 1.5938051 thetao nino34 100m SON 0.611106 thetao nino34 100m DJF 0.5563065 +thetao nino34 100m year 0.7299175 thetao nino34 1000m MAM 1.9197246 thetao nino34 1000m JJA 1.8764535 thetao nino34 1000m SON 1.935492 thetao nino34 1000m DJF 1.8985783 +thetao nino34 1000m year 1.9075618 thetao southmid 10m MAM 1.0224245 thetao southmid 10m JJA 1.0206237 thetao southmid 10m SON 1.0502635 thetao southmid 10m DJF 1.1609366 +thetao southmid 10m year 1.0155014 thetao southmid 100m MAM 1.163142 thetao southmid 100m JJA 1.1684513 thetao southmid 100m SON 1.1805968 thetao southmid 100m DJF 1.1542332 +thetao southmid 100m year 1.1459574 thetao southmid 1000m MAM 1.7011089 thetao southmid 1000m JJA 1.7037327 thetao southmid 1000m SON 1.6993576 thetao southmid 1000m DJF 1.6891592 +thetao southmid 1000m year 1.6979927 thetao antarctic 10m MAM 0.58383983 thetao antarctic 10m JJA 0.49229255 thetao antarctic 10m SON 0.40969342 thetao antarctic 10m DJF 0.8976084 +thetao antarctic 10m year 0.43400368 thetao antarctic 100m MAM 0.53911006 thetao antarctic 100m JJA 0.48508686 thetao antarctic 100m SON 0.42229557 thetao antarctic 100m DJF 0.45489126 +thetao antarctic 100m year 0.45558134 thetao antarctic 1000m MAM 0.72903687 thetao antarctic 1000m JJA 0.71778524 thetao antarctic 1000m SON 0.7262196 thetao antarctic 1000m DJF 0.7291977 +thetao antarctic 1000m year 0.7253038 so Atlantic_Basin 10m MAM 0.49238634 so Atlantic_Basin 10m JJA 0.5453775 so Atlantic_Basin 10m SON 0.5354768 so Atlantic_Basin 10m DJF 0.49356604 +so Atlantic_Basin 10m year 0.50033784 so Atlantic_Basin 100m MAM 0.451106 so Atlantic_Basin 100m JJA 0.43705308 so Atlantic_Basin 100m SON 0.4351602 so Atlantic_Basin 100m DJF 0.446602 +so Atlantic_Basin 100m year 0.43948865 so Atlantic_Basin 1000m MAM 0.306771 so Atlantic_Basin 1000m JJA 0.30621335 so Atlantic_Basin 1000m SON 0.307006 so Atlantic_Basin 1000m DJF 0.30567864 +so Atlantic_Basin 1000m year 0.30640832 so Pacific_Basin 10m MAM 0.4379864 so Pacific_Basin 10m JJA 0.42910174 so Pacific_Basin 10m SON 0.41132072 so Pacific_Basin 10m DJF 0.41157258 +so Pacific_Basin 10m year 0.41473174 so Pacific_Basin 100m MAM 0.43434408 so Pacific_Basin 100m JJA 0.42441502 so Pacific_Basin 100m SON 0.43084875 so Pacific_Basin 100m DJF 0.4320628 +so Pacific_Basin 100m year 0.4290573 so Pacific_Basin 1000m MAM 0.12499017 so Pacific_Basin 1000m JJA 0.12465624 so Pacific_Basin 1000m SON 0.12443752 so Pacific_Basin 1000m DJF 0.12458916 +so Pacific_Basin 1000m year 0.12464562 so Indian_Basin 10m MAM 0.38930628 so Indian_Basin 10m JJA 0.3654338 so Indian_Basin 10m SON 0.42355812 so Indian_Basin 10m DJF 0.41503486 +so Indian_Basin 10m year 0.38484308 so Indian_Basin 100m MAM 0.31754646 so Indian_Basin 100m JJA 0.31938443 so Indian_Basin 100m SON 0.31355068 so Indian_Basin 100m DJF 0.31111544 +so Indian_Basin 100m year 0.30705658 so Indian_Basin 1000m MAM 0.08830869 so Indian_Basin 1000m JJA 0.08735091 so Indian_Basin 1000m SON 0.086906075 so Indian_Basin 1000m DJF 0.08701087 +so Indian_Basin 1000m year 0.08711775 so Arctic_Basin 10m MAM 1.0260315 so Arctic_Basin 10m JJA 1.301669 so Arctic_Basin 10m SON 1.1873444 so Arctic_Basin 10m DJF 1.1984919 +so Arctic_Basin 10m year 1.1487662 so Arctic_Basin 100m MAM 1.9877726 so Arctic_Basin 100m JJA 2.0019763 so Arctic_Basin 100m SON 2.0318832 so Arctic_Basin 100m DJF 1.9610285 +so Arctic_Basin 100m year 1.9956651 so Arctic_Basin 1000m MAM 0.15749957 so Arctic_Basin 1000m JJA 0.16319485 so Arctic_Basin 1000m SON 0.16329998 so Arctic_Basin 1000m DJF 0.15369779 +so Arctic_Basin 1000m year 0.15942308 so Southern_Ocean_Basin 10m MAM 0.18521735 so Southern_Ocean_Basin 10m JJA 0.1689401 so Southern_Ocean_Basin 10m SON 0.17272636 so Southern_Ocean_Basin 10m DJF 0.20153992 +so Southern_Ocean_Basin 10m year 0.17282817 so Southern_Ocean_Basin 100m MAM 0.18845285 so Southern_Ocean_Basin 100m JJA 0.19966924 so Southern_Ocean_Basin 100m SON 0.20214172 so Southern_Ocean_Basin 100m DJF 0.19586962 +so Southern_Ocean_Basin 100m year 0.1949033 so Southern_Ocean_Basin 1000m MAM 0.14926332 so Southern_Ocean_Basin 1000m JJA 0.1491097 so Southern_Ocean_Basin 1000m SON 0.14858267 so Southern_Ocean_Basin 1000m DJF 0.14707881 +so Southern_Ocean_Basin 1000m year 0.14843915 so Mediterranean_Basin 10m MAM 1.2607473 so Mediterranean_Basin 10m JJA 1.3117387 so Mediterranean_Basin 10m SON 1.2895292 so Mediterranean_Basin 10m DJF 1.2257069 +so Mediterranean_Basin 10m year 1.2666888 so Mediterranean_Basin 100m MAM 0.6799256 so Mediterranean_Basin 100m JJA 0.64126927 so Mediterranean_Basin 100m SON 0.618426 so Mediterranean_Basin 100m DJF 0.6444804 +so Mediterranean_Basin 100m year 0.6445231 so Mediterranean_Basin 1000m MAM 0.47547066 so Mediterranean_Basin 1000m JJA 0.4677745 so Mediterranean_Basin 1000m SON 0.47320768 so Mediterranean_Basin 1000m DJF 0.48237884 +so Mediterranean_Basin 1000m year 0.47470814 so Asia 10m MAM 1.2964025 so Asia 10m JJA 1.5752885 so Asia 10m SON 1.4034301 so Asia 10m DJF 1.2386193 +so Asia 10m year 1.3423953 so Asia 100m MAM 2.0747852 so Asia 100m JJA 2.1173394 so Asia 100m SON 2.1300354 so Asia 100m DJF 2.1172237 +so Asia 100m year 2.109845 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 1.3433187 so North_America 10m JJA 1.4025402 so North_America 10m SON 1.3034201 so North_America 10m DJF 1.3990889 +so North_America 10m year 1.3337091 so North_America 100m MAM 1.2591063 so North_America 100m JJA 1.1519419 so North_America 100m SON 1.2159106 so North_America 100m DJF 1.3435364 +so North_America 100m year 1.2426249 so North_America 1000m MAM nan so North_America 1000m JJA nan so North_America 1000m SON nan so North_America 1000m DJF nan +so North_America 1000m year nan so Europe 10m MAM 1.3779411 so Europe 10m JJA 1.6238047 so Europe 10m SON 1.6617292 so Europe 10m DJF 1.3136024 +so Europe 10m year 1.4942703 so Europe 100m MAM 0.5656204 so Europe 100m JJA 0.51057816 so Europe 100m SON 0.4553604 so Europe 100m DJF 0.47672272 +so Europe 100m year 0.50206757 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 0.51332474 so South_America 10m JJA 0.3145752 so South_America 10m SON 0.047958374 so South_America 10m DJF 0.14261627 +so South_America 10m year 0.15933228 so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 0.6626587 so Australia 10m JJA 0.64305496 so Australia 10m SON 0.7273445 so Australia 10m DJF 0.7392063 +so Australia 10m year 0.69306755 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.15952682 so Antarctica 10m JJA 0.1055336 so Antarctica 10m SON 0.11687851 so Antarctica 10m DJF 0.1317482 +so Antarctica 10m year 0.1284256 so Antarctica 100m MAM 0.012363434 so Antarctica 100m JJA 0.042022705 so Antarctica 100m SON 0.070812225 so Antarctica 100m DJF 0.044128418 +so Antarctica 100m year 0.03614807 so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.44546095 so glob 10m JJA 0.4764873 so glob 10m SON 0.4626618 so glob 10m DJF 0.46380654 +so glob 10m year 0.44932213 so glob 100m MAM 0.51207066 so glob 100m JJA 0.51110595 so glob 100m SON 0.5160282 so glob 100m DJF 0.50923973 +so glob 100m year 0.50980794 so glob 1000m MAM 0.1638908 so glob 1000m JJA 0.16398641 so glob 1000m SON 0.16385192 so glob 1000m DJF 0.16248511 +so glob 1000m year 0.16349356 so arctic 10m MAM 0.9839973 so arctic 10m JJA 1.2250913 so arctic 10m SON 1.1210033 so arctic 10m DJF 1.123716 +so arctic 10m year 1.0839926 so arctic 100m MAM 1.7726743 so arctic 100m JJA 1.7790484 so arctic 100m SON 1.7989609 so arctic 100m DJF 1.7488426 +so arctic 100m year 1.7741421 so arctic 1000m MAM 0.15712962 so arctic 1000m JJA 0.16252503 so arctic 1000m SON 0.1627831 so arctic 1000m DJF 0.15349126 +so arctic 1000m year 0.15898229 so northmid 10m MAM 0.4888782 so northmid 10m JJA 0.49800304 so northmid 10m SON 0.49401876 so northmid 10m DJF 0.4864234 +so northmid 10m year 0.48491296 so northmid 100m MAM 0.35143635 so northmid 100m JJA 0.3415726 so northmid 100m SON 0.34448075 so northmid 100m DJF 0.355622 +so northmid 100m year 0.3450616 so northmid 1000m MAM 0.24317968 so northmid 1000m JJA 0.24275449 so northmid 1000m SON 0.24241954 so northmid 1000m DJF 0.24022752 +so northmid 1000m year 0.24209934 so tropics 10m MAM 0.43849835 so tropics 10m JJA 0.43699986 so tropics 10m SON 0.43329582 so tropics 10m DJF 0.41960755 +so tropics 10m year 0.41866332 so tropics 100m MAM 0.41407207 so tropics 100m JJA 0.40691358 so tropics 100m SON 0.40941647 so tropics 100m DJF 0.40941957 +so tropics 100m year 0.406487 so tropics 1000m MAM 0.17447117 so tropics 1000m JJA 0.17401418 so tropics 1000m SON 0.1739011 so tropics 1000m DJF 0.17447568 +so tropics 1000m year 0.17416981 so innertropics 10m MAM 0.4782343 so innertropics 10m JJA 0.46843958 so innertropics 10m SON 0.46338513 so innertropics 10m DJF 0.4505051 +so innertropics 10m year 0.4437585 so innertropics 100m MAM 0.44776323 so innertropics 100m JJA 0.4397872 so innertropics 100m SON 0.43710673 so innertropics 100m DJF 0.43463585 +so innertropics 100m year 0.43511656 so innertropics 1000m MAM 0.16462739 so innertropics 1000m JJA 0.16460639 so innertropics 1000m SON 0.16407058 so innertropics 1000m DJF 0.16425869 +so innertropics 1000m year 0.16436967 so nino34 10m MAM 0.30517977 so nino34 10m JJA 0.34265444 so nino34 10m SON 0.24973294 so nino34 10m DJF 0.25682542 +so nino34 10m year 0.2873627 so nino34 100m MAM 0.47449377 so nino34 100m JJA 0.46499947 so nino34 100m SON 0.4433111 so nino34 100m DJF 0.4501619 +so nino34 100m year 0.45824146 so nino34 1000m MAM 0.10255577 so nino34 1000m JJA 0.1042745 so nino34 1000m SON 0.10176635 so nino34 1000m DJF 0.10154308 +so nino34 1000m year 0.10253496 so southmid 10m MAM 0.27131385 so southmid 10m JJA 0.25676644 so southmid 10m SON 0.26490828 so southmid 10m DJF 0.27394465 +so southmid 10m year 0.26338145 so southmid 100m MAM 0.24427144 so southmid 100m JJA 0.24998745 so southmid 100m SON 0.2546976 so southmid 100m DJF 0.25038955 +so southmid 100m year 0.24851246 so southmid 1000m MAM 0.11775307 so southmid 1000m JJA 0.11698312 so southmid 1000m SON 0.117418006 so southmid 1000m DJF 0.11624654 +so southmid 1000m year 0.116976276 so antarctic 10m MAM 0.12298405 so antarctic 10m JJA 0.11643236 so antarctic 10m SON 0.11561977 so antarctic 10m DJF 0.17467423 +so antarctic 10m year 0.113551565 so antarctic 100m MAM 0.20609042 so antarctic 100m JJA 0.2152634 so antarctic 100m SON 0.21533537 so antarctic 100m DJF 0.2052581 +so antarctic 100m year 0.20887822 so antarctic 1000m MAM 0.16936621 so antarctic 1000m JJA 0.16897883 so antarctic 1000m SON 0.16737358 so antarctic 1000m DJF 0.16621844 +so antarctic 1000m year 0.16798411 diff --git a/eval/ERA5/CAMS-CSM1-0.csv b/eval/ERA5/CAMS-CSM1-0.csv index ac754db..e32b59d 100644 --- a/eval/ERA5/CAMS-CSM1-0.csv +++ b/eval/ERA5/CAMS-CSM1-0.csv @@ -3,1583 +3,1979 @@ siconc Atlantic_Basin surface MAM 26.62384585445093 siconc Atlantic_Basin surface JJA 14.456224347970496 siconc Atlantic_Basin surface SON 15.072270441425541 siconc Atlantic_Basin surface DJF 28.19800645627552 +siconc Atlantic_Basin surface year 18.788535380089613 siconc Pacific_Basin surface MAM 17.029078224256 siconc Pacific_Basin surface JJA 2.1296323674201654 siconc Pacific_Basin surface SON 6.479158851573419 siconc Pacific_Basin surface DJF 22.482267936617262 +siconc Pacific_Basin surface year 7.4866519662942475 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 5.636054199914153 siconc Arctic_Basin surface JJA 7.695444350200492 siconc Arctic_Basin surface SON 10.275639055679143 siconc Arctic_Basin surface DJF 7.4570749972956385 +siconc Arctic_Basin surface year 7.519501603533337 siconc Southern_Ocean_Basin surface MAM 36.33066632228239 siconc Southern_Ocean_Basin surface JJA 19.466922313832438 siconc Southern_Ocean_Basin surface SON 18.9530541453748 siconc Southern_Ocean_Basin surface DJF 29.597445763165748 +siconc Southern_Ocean_Basin surface year 22.016994169222446 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 0.24483459472656932 siconc Asia surface JJA 17.570579833984375 siconc Asia surface SON 8.700696716308599 siconc Asia surface DJF 1.7185842895507761 +siconc Asia surface year 6.938760375976557 siconc North_America surface MAM 13.837362670898429 siconc North_America surface JJA 58.535552978515625 siconc North_America surface SON 40.33673767089844 siconc North_America surface DJF 8.383426513671878 +siconc North_America surface year 30.2757699584961 siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 5.393272562976927 siconc Antarctica surface JJA 14.74568744659424 siconc Antarctica surface SON 8.220956764221192 siconc Antarctica surface DJF 0.3620623192191124 +siconc Antarctica surface year 7.177994613647462 siconc glob surface MAM 19.691406099626484 siconc glob surface JJA 13.508241425707716 siconc glob surface SON 14.66503233710488 siconc glob surface DJF 19.092381802602727 +siconc glob surface year 15.07619447599588 siconc arctic surface MAM 8.998955937972326 siconc arctic surface JJA 8.748030051721317 siconc arctic surface SON 11.083094455985194 siconc arctic surface DJF 11.194922625372081 +siconc arctic surface year 9.66551907811054 siconc northmid surface MAM 18.587623891094694 siconc northmid surface JJA 6.941504989174563 siconc northmid surface SON 4.96075885731134 siconc northmid surface DJF 18.857443780165994 +siconc northmid surface year 8.696629449457683 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.0036 siconc southmid surface JJA 13.017435481084808 siconc southmid surface SON 16.53278955401703 siconc southmid surface DJF 6.377141478909553 +siconc southmid surface year 10.094322745990329 siconc antarctic surface MAM 39.005752037750504 siconc antarctic surface JJA 19.780806173151568 siconc antarctic surface SON 18.158670352397085 siconc antarctic surface DJF 33.66551861719642 +siconc antarctic surface year 25.81314098124794 tas Atlantic_Basin surface MAM 1.7360231 tas Atlantic_Basin surface JJA 1.7714732 tas Atlantic_Basin surface SON 1.8687593 tas Atlantic_Basin surface DJF 2.8627484 +tas Atlantic_Basin surface year 1.985583 tas Pacific_Basin surface MAM 1.2380488 tas Pacific_Basin surface JJA 1.0923173 tas Pacific_Basin surface SON 1.0544417 tas Pacific_Basin surface DJF 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surface DJF 0.717968 +tos Australia surface year 0.39386928 tos Antarctica surface MAM 0.47439498 tos Antarctica surface JJA 0.27872688 tos Antarctica surface SON 0.45755458 tos Antarctica surface DJF 0.573573 +tos Antarctica surface year 0.44606236 tos glob surface MAM 0.27737972 tos glob surface JJA 0.21283667 tos glob surface SON 0.21498641 tos glob surface DJF 0.30053434 +tos glob surface year 0.21343951 tos arctic surface MAM 0.16573855 tos arctic surface JJA 0.34400123 tos arctic surface SON 0.33147955 tos arctic surface DJF 0.17372985 +tos arctic surface year 0.2324465 tos northmid surface MAM 0.37695345 tos northmid surface JJA 0.48598897 tos northmid surface SON 0.38105556 tos northmid surface DJF 0.34397137 +tos northmid surface year 0.34465024 tos tropics surface MAM 0.19029799 tos tropics surface JJA 0.14944032 tos tropics surface SON 0.1464805 tos tropics surface DJF 0.17077273 +tos tropics surface year 0.13929433 tos innertropics surface MAM 0.18984625 tos innertropics surface JJA 0.14467898 tos innertropics surface SON 0.15777192 tos innertropics surface DJF 0.14967154 +tos innertropics surface year 0.13126826 tos nino34 surface MAM 0.37532058 tos nino34 surface JJA 0.16797811 tos nino34 surface SON 0.15478902 tos nino34 surface DJF 0.14391603 +tos nino34 surface year 0.18208566 tos southmid surface MAM 0.2736505 tos southmid surface JJA 0.12978692 tos southmid surface SON 0.1670165 tos southmid surface DJF 0.35805637 +tos southmid surface year 0.16751468 tos antarctic surface MAM 0.7059689 tos antarctic surface JJA 0.1471404 tos antarctic surface SON 0.20843877 tos antarctic surface DJF 0.8343072 +tos antarctic surface year 0.4396315 mlotst Atlantic_Basin surface MAM 57.592297 mlotst Atlantic_Basin surface JJA 9.634005 mlotst Atlantic_Basin surface SON 13.738613 mlotst Atlantic_Basin surface DJF 60.70374 +mlotst Atlantic_Basin surface year 34.82395 mlotst Pacific_Basin surface MAM 15.011464 mlotst Pacific_Basin surface JJA 9.231797 mlotst Pacific_Basin surface SON 9.483556 mlotst Pacific_Basin surface DJF 16.893345 +mlotst Pacific_Basin surface year 12.193457 mlotst Indian_Basin surface MAM 5.605136 mlotst Indian_Basin surface JJA 35.022614 mlotst Indian_Basin surface SON 24.37367 mlotst Indian_Basin surface DJF 4.811574 +mlotst Indian_Basin surface year 17.110344 mlotst Arctic_Basin surface MAM 15.559642 mlotst Arctic_Basin surface JJA 4.680239 mlotst Arctic_Basin surface SON 10.189684 mlotst Arctic_Basin surface DJF 16.858894 +mlotst Arctic_Basin surface year 11.123381 mlotst Southern_Ocean_Basin surface MAM 10.789665 mlotst Southern_Ocean_Basin surface JJA 63.04423 mlotst Southern_Ocean_Basin surface SON 78.96708 mlotst Southern_Ocean_Basin surface DJF 4.8275533 +mlotst Southern_Ocean_Basin surface year 36.889996 mlotst Mediterranean_Basin surface MAM 13.218443 mlotst Mediterranean_Basin surface JJA 3.9480057 mlotst Mediterranean_Basin surface SON 5.595776 mlotst Mediterranean_Basin surface DJF 27.878479 +mlotst Mediterranean_Basin surface year 11.534475 mlotst Asia surface MAM 20.076982 mlotst Asia surface JJA 15.102643 mlotst Asia surface SON 17.020344 mlotst Asia surface DJF 30.22 +mlotst Asia surface year 20.604992 mlotst North_America surface MAM 24.981865 mlotst North_America surface JJA 13.523829 mlotst North_America surface SON 21.943762 mlotst North_America surface DJF 31.964401 +mlotst North_America surface year 23.066032 mlotst Europe surface MAM 24.872034 mlotst Europe surface JJA 10.84125 mlotst Europe surface SON 21.646902 mlotst Europe surface DJF 43.093433 +mlotst Europe surface year 25.113405 mlotst Africa surface MAM nan mlotst Africa surface JJA nan mlotst Africa surface SON nan mlotst Africa surface DJF nan +mlotst Africa surface year nan mlotst South_America surface MAM 19.303602 mlotst South_America surface JJA 16.784399 mlotst South_America surface SON 14.392762 mlotst South_America surface DJF 19.140621 +mlotst South_America surface year 17.405346 mlotst Oceania surface MAM 26.364285 mlotst Oceania surface JJA 58.567562 mlotst Oceania surface SON 45.446873 mlotst Oceania surface DJF 18.89662 +mlotst Oceania surface year 37.318836 mlotst Australia surface MAM 33.937927 mlotst Australia surface JJA 67.68459 mlotst Australia surface SON 50.042976 mlotst Australia surface DJF 16.941631 +mlotst Australia surface year 42.15178 mlotst Antarctica surface MAM 33.427143 mlotst Antarctica surface JJA 90.82215 mlotst Antarctica surface SON 95.71871 mlotst Antarctica surface DJF 9.882725 +mlotst Antarctica surface year 57.46268 mlotst glob surface MAM 20.886917 mlotst glob surface JJA 26.216722 mlotst glob surface SON 31.076027 mlotst glob surface DJF 20.656301 +mlotst glob surface year 23.638796 mlotst arctic surface MAM 26.146135 mlotst arctic surface JJA 4.624209 mlotst arctic surface SON 11.324565 mlotst arctic surface DJF 26.686737 +mlotst arctic surface year 16.346457 mlotst northmid surface MAM 80.77852 mlotst northmid surface JJA 4.428036 mlotst northmid surface SON 11.460455 mlotst northmid surface DJF 92.480804 +mlotst northmid surface year 47.020092 mlotst tropics surface MAM 8.584419 mlotst tropics surface JJA 11.40251 mlotst tropics surface SON 8.40968 mlotst tropics surface DJF 8.778721 +mlotst tropics surface year 8.824961 mlotst innertropics surface MAM 9.627635 mlotst innertropics surface JJA 11.061488 mlotst innertropics surface SON 7.519144 mlotst innertropics surface DJF 8.776181 +mlotst innertropics surface year 8.835258 mlotst nino34 surface MAM 17.238565 mlotst nino34 surface JJA 15.456746 mlotst nino34 surface SON 8.948851 mlotst nino34 surface DJF 14.9334955 +mlotst nino34 surface year 14.140278 mlotst southmid surface MAM 7.5706005 mlotst southmid surface JJA 55.95515 mlotst southmid surface SON 71.60722 mlotst southmid surface DJF 4.3359933 +mlotst southmid surface year 32.38494 mlotst antarctic surface MAM 15.338947 mlotst antarctic surface JJA 74.95888 mlotst antarctic surface SON 75.85357 mlotst antarctic surface DJF 3.7563014 +mlotst antarctic surface year 41.55119 thetao Atlantic_Basin 10m MAM 1.4862142 thetao Atlantic_Basin 10m JJA 1.8068259 thetao Atlantic_Basin 10m SON 1.7714576 thetao Atlantic_Basin 10m DJF 1.6836776 +thetao Atlantic_Basin 10m year 1.6048274 thetao Atlantic_Basin 100m MAM 1.900675 thetao Atlantic_Basin 100m JJA 1.8566065 thetao Atlantic_Basin 100m SON 1.751103 thetao Atlantic_Basin 100m DJF 1.7022619 +thetao Atlantic_Basin 100m year 1.7478427 thetao Atlantic_Basin 1000m MAM 3.9864554 thetao Atlantic_Basin 1000m JJA 3.9942894 thetao Atlantic_Basin 1000m SON 3.9932697 thetao Atlantic_Basin 1000m DJF 3.9714496 +thetao Atlantic_Basin 1000m year 3.986366 thetao Pacific_Basin 10m MAM 0.91400826 thetao Pacific_Basin 10m JJA 0.90564656 thetao Pacific_Basin 10m SON 1.0855831 thetao Pacific_Basin 10m DJF 1.0669056 +thetao Pacific_Basin 10m year 0.89009905 thetao Pacific_Basin 100m MAM 1.3582627 thetao Pacific_Basin 100m JJA 1.3903874 thetao Pacific_Basin 100m SON 1.3460625 thetao Pacific_Basin 100m DJF 1.2951784 +thetao Pacific_Basin 100m year 1.3040018 thetao Pacific_Basin 1000m MAM 2.3841045 thetao Pacific_Basin 1000m JJA 2.3892143 thetao Pacific_Basin 1000m SON 2.384016 thetao Pacific_Basin 1000m DJF 2.3845944 +thetao Pacific_Basin 1000m year 2.3854682 thetao Indian_Basin 10m MAM 0.7910365 thetao Indian_Basin 10m JJA 0.54395485 thetao Indian_Basin 10m SON 0.45714262 thetao Indian_Basin 10m DJF 0.72129804 +thetao Indian_Basin 10m year 0.38796437 thetao Indian_Basin 100m MAM 1.0028923 thetao Indian_Basin 100m JJA 0.9428316 thetao Indian_Basin 100m SON 1.340828 thetao Indian_Basin 100m DJF 1.1777202 +thetao Indian_Basin 100m year 1.0310702 thetao Indian_Basin 1000m MAM 2.3088017 thetao Indian_Basin 1000m JJA 2.3157916 thetao Indian_Basin 1000m SON 2.3257625 thetao Indian_Basin 1000m DJF 2.3013852 +thetao Indian_Basin 1000m year 2.312764 thetao Arctic_Basin 10m MAM 0.45201644 thetao Arctic_Basin 10m JJA 0.66469043 thetao Arctic_Basin 10m SON 0.63783056 thetao Arctic_Basin 10m DJF 0.57294405 +thetao Arctic_Basin 10m year 0.5366325 thetao Arctic_Basin 100m MAM 0.5606298 thetao Arctic_Basin 100m JJA 0.62504077 thetao Arctic_Basin 100m SON 0.65701026 thetao Arctic_Basin 100m DJF 0.5942641 +thetao Arctic_Basin 100m year 0.5820646 thetao Arctic_Basin 1000m MAM 1.623702 thetao Arctic_Basin 1000m JJA 1.6385723 thetao Arctic_Basin 1000m SON 1.6297357 thetao Arctic_Basin 1000m DJF 1.620875 +thetao Arctic_Basin 1000m year 1.6282213 thetao Southern_Ocean_Basin 10m MAM 1.505853 thetao Southern_Ocean_Basin 10m JJA 0.90449595 thetao Southern_Ocean_Basin 10m SON 0.9181839 thetao Southern_Ocean_Basin 10m DJF 2.2560294 +thetao Southern_Ocean_Basin 10m year 1.2793115 thetao Southern_Ocean_Basin 100m MAM 0.929124 thetao Southern_Ocean_Basin 100m JJA 0.99605185 thetao Southern_Ocean_Basin 100m SON 0.9472753 thetao Southern_Ocean_Basin 100m DJF 0.9278755 +thetao Southern_Ocean_Basin 100m year 0.9230381 thetao Southern_Ocean_Basin 1000m MAM 1.7461386 thetao Southern_Ocean_Basin 1000m JJA 1.7467754 thetao Southern_Ocean_Basin 1000m SON 1.7429618 thetao Southern_Ocean_Basin 1000m DJF 1.7407451 +thetao Southern_Ocean_Basin 1000m year 1.7440791 thetao Mediterranean_Basin 10m MAM 1.6141958 thetao Mediterranean_Basin 10m JJA 1.9342808 thetao Mediterranean_Basin 10m SON 2.4250364 thetao Mediterranean_Basin 10m DJF 1.6129359 +thetao Mediterranean_Basin 10m year 1.8815988 thetao Mediterranean_Basin 100m MAM 1.0711743 thetao Mediterranean_Basin 100m JJA 1.2365303 thetao Mediterranean_Basin 100m SON 1.3626889 thetao Mediterranean_Basin 100m DJF 1.1767939 +thetao Mediterranean_Basin 100m year 1.2117034 thetao Mediterranean_Basin 1000m MAM 0.651149 thetao Mediterranean_Basin 1000m JJA 0.6543867 thetao Mediterranean_Basin 1000m SON 0.6537094 thetao Mediterranean_Basin 1000m DJF 0.6621325 +thetao Mediterranean_Basin 1000m year 0.65534335 thetao Asia 10m MAM 0.6318812 thetao Asia 10m JJA 1.1393229 thetao Asia 10m SON 0.88949066 thetao Asia 10m DJF 0.49747342 +thetao Asia 10m year 0.48747072 thetao Asia 100m MAM 1.051867 thetao Asia 100m JJA 0.8192363 thetao Asia 100m SON 1.5038152 thetao Asia 100m DJF 1.297011 +thetao Asia 100m year 1.16799 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.1160483 thetao North_America 10m JJA 1.1649047 thetao North_America 10m SON 0.6923361 thetao North_America 10m DJF 1.0522932 +thetao North_America 10m year 0.85874194 thetao North_America 100m MAM 1.110646 thetao North_America 100m JJA 1.2839535 thetao North_America 100m SON 1.5260298 thetao North_America 100m DJF 1.5634354 +thetao North_America 100m year 1.298303 thetao North_America 1000m MAM nan thetao North_America 1000m JJA nan thetao North_America 1000m SON nan thetao North_America 1000m DJF nan +thetao North_America 1000m year nan thetao Europe 10m MAM 1.531815 thetao Europe 10m JJA 1.5679283 thetao Europe 10m SON 1.7643663 thetao Europe 10m DJF 1.4296793 +thetao Europe 10m year 1.5734438 thetao Europe 100m MAM 0.9056153 thetao Europe 100m JJA 1.0338252 thetao Europe 100m SON 1.0623741 thetao Europe 100m DJF 0.89094996 +thetao Europe 100m year 0.97318745 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 1.8521156 thetao South_America 10m JJA 1.9123745 thetao South_America 10m SON 1.5579891 thetao South_America 10m DJF 1.9400673 +thetao South_America 10m year 1.8156357 thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM 0.034132004 thetao Oceania 10m JJA 1.0333099 thetao Oceania 10m SON 1.3659248 thetao Oceania 10m DJF 0.093860626 +thetao Oceania 10m year 0.56781006 thetao Oceania 100m MAM 1.2435341 thetao Oceania 100m JJA 1.5021 thetao Oceania 100m SON 0.7743492 thetao Oceania 100m DJF 0.7219219 +thetao Oceania 100m year 1.0604763 thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 0.9743433 thetao Australia 10m JJA 0.62611246 thetao Australia 10m SON 0.8557792 thetao Australia 10m DJF 0.9734335 +thetao Australia 10m year 0.296216 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 1.8143725 thetao Antarctica 10m JJA 1.1023747 thetao Antarctica 10m SON 1.0618436 thetao Antarctica 10m DJF 3.0572197 +thetao Antarctica 10m year 1.7589526 thetao Antarctica 100m MAM 1.1146238 thetao Antarctica 100m JJA 1.055641 thetao Antarctica 100m SON 0.6006123 thetao Antarctica 100m DJF 0.73154885 +thetao Antarctica 100m year 0.8755912 thetao Antarctica 1000m MAM 1.0809834 thetao Antarctica 1000m JJA 0.9432479 thetao Antarctica 1000m SON 0.8873502 thetao Antarctica 1000m DJF 1.0673571 +thetao Antarctica 1000m year 0.9947194 thetao glob 10m MAM 1.1189004 thetao glob 10m JJA 1.0111456 thetao glob 10m SON 1.0549268 thetao glob 10m DJF 1.4162009 +thetao glob 10m year 1.0403744 thetao glob 100m MAM 1.2105896 thetao glob 100m JJA 1.2342536 thetao glob 100m SON 1.2323512 thetao glob 100m DJF 1.1773885 +thetao glob 100m year 1.1704922 thetao glob 1000m MAM 2.3857596 thetao glob 1000m JJA 2.3909187 thetao glob 1000m SON 2.3881774 thetao glob 1000m DJF 2.3808692 +thetao glob 1000m year 2.3863852 thetao arctic 10m MAM 0.9155097 thetao arctic 10m JJA 1.1417816 thetao arctic 10m SON 1.0650768 thetao arctic 10m DJF 0.9618998 +thetao arctic 10m year 0.9815445 thetao arctic 100m MAM 1.0172509 thetao arctic 100m JJA 1.00431 thetao arctic 100m SON 1.0736579 thetao arctic 100m DJF 0.97132295 +thetao arctic 100m year 0.973028 thetao arctic 1000m MAM 1.7377702 thetao arctic 1000m JJA 1.7533519 thetao arctic 1000m SON 1.7454534 thetao arctic 1000m DJF 1.7360755 +thetao arctic 1000m year 1.7431629 thetao northmid 10m MAM 1.4519545 thetao northmid 10m JJA 1.7777765 thetao northmid 10m SON 2.2510018 thetao northmid 10m DJF 1.6484919 +thetao northmid 10m year 1.7194028 thetao northmid 100m MAM 1.2547091 thetao northmid 100m JJA 1.3567861 thetao northmid 100m SON 1.5449449 thetao northmid 100m DJF 1.31815 +thetao northmid 100m year 1.3463156 thetao northmid 1000m MAM 2.952172 thetao northmid 1000m JJA 2.9620275 thetao northmid 1000m SON 2.9619064 thetao northmid 1000m DJF 2.9502347 +thetao northmid 1000m year 2.9565854 thetao tropics 10m MAM 0.8559505 thetao tropics 10m JJA 0.8274303 thetao tropics 10m SON 0.8215932 thetao tropics 10m DJF 0.97247195 +thetao tropics 10m year 0.7398587 thetao tropics 100m MAM 1.5120333 thetao tropics 100m JJA 1.5248638 thetao tropics 100m SON 1.4845405 thetao tropics 100m DJF 1.4506717 +thetao tropics 100m year 1.4245884 thetao tropics 1000m MAM 2.7406843 thetao tropics 1000m JJA 2.745969 thetao tropics 1000m SON 2.7430868 thetao tropics 1000m DJF 2.7375135 +thetao tropics 1000m year 2.7418013 thetao innertropics 10m MAM 0.79921585 thetao innertropics 10m JJA 0.8093584 thetao innertropics 10m SON 0.77335066 thetao innertropics 10m DJF 0.9512602 +thetao innertropics 10m year 0.6836511 thetao innertropics 100m MAM 1.979647 thetao innertropics 100m JJA 1.9584783 thetao innertropics 100m SON 1.8984257 thetao innertropics 100m DJF 1.8363707 +thetao innertropics 100m year 1.8096997 thetao innertropics 1000m MAM 2.602786 thetao innertropics 1000m JJA 2.6032634 thetao innertropics 1000m SON 2.6047754 thetao innertropics 1000m DJF 2.6004012 +thetao innertropics 1000m year 2.6027842 thetao nino34 10m MAM 1.1420571 thetao nino34 10m JJA 0.7312519 thetao nino34 10m SON 0.3098008 thetao nino34 10m DJF 0.71674675 +thetao nino34 10m year 0.4678508 thetao nino34 100m MAM 1.595505 thetao nino34 100m JJA 1.018195 thetao nino34 100m SON 0.72074354 thetao nino34 100m DJF 0.85462165 +thetao nino34 100m year 0.7703153 thetao nino34 1000m MAM 2.197248 thetao nino34 1000m JJA 2.1318853 thetao nino34 1000m SON 2.1697185 thetao nino34 1000m DJF 2.1685126 +thetao nino34 1000m year 2.1668408 thetao southmid 10m MAM 1.2845542 thetao southmid 10m JJA 1.0093442 thetao southmid 10m SON 1.0278667 thetao southmid 10m DJF 1.5592276 +thetao southmid 10m year 1.1072861 thetao southmid 100m MAM 1.0748727 thetao southmid 100m JJA 1.1005055 thetao southmid 100m SON 1.095813 thetao southmid 100m DJF 1.0647556 +thetao southmid 100m year 1.0629473 thetao southmid 1000m MAM 2.38022 thetao southmid 1000m JJA 2.3840268 thetao southmid 1000m SON 2.3788142 thetao southmid 1000m DJF 2.3676121 +thetao southmid 1000m year 2.3775785 thetao antarctic 10m MAM 1.5415162 thetao antarctic 10m JJA 0.49804667 thetao antarctic 10m SON 0.42405987 thetao antarctic 10m DJF 3.0987172 +thetao antarctic 10m year 1.1752155 thetao antarctic 100m MAM 0.6012701 thetao antarctic 100m JJA 0.596809 thetao antarctic 100m SON 0.41880023 thetao antarctic 100m DJF 0.49190882 +thetao antarctic 100m year 0.4878386 thetao antarctic 1000m MAM 0.8022096 thetao antarctic 1000m JJA 0.78993285 thetao antarctic 1000m SON 0.79883057 thetao antarctic 1000m DJF 0.80447644 +thetao antarctic 1000m year 0.79865104 so Atlantic_Basin 10m MAM 0.6887593 so Atlantic_Basin 10m JJA 0.77651715 so Atlantic_Basin 10m SON 0.7332644 so Atlantic_Basin 10m DJF 0.6589568 +so Atlantic_Basin 10m year 0.6991674 so Atlantic_Basin 100m MAM 0.5698859 so Atlantic_Basin 100m JJA 0.55441487 so Atlantic_Basin 100m SON 0.5381742 so Atlantic_Basin 100m DJF 0.5564927 +so Atlantic_Basin 100m year 0.5506659 so Atlantic_Basin 1000m MAM 0.49285477 so Atlantic_Basin 1000m JJA 0.49237615 so Atlantic_Basin 1000m SON 0.49233222 so Atlantic_Basin 1000m DJF 0.49138147 +so Atlantic_Basin 1000m year 0.4922262 so Pacific_Basin 10m MAM 0.31203493 so Pacific_Basin 10m JJA 0.3194635 so Pacific_Basin 10m SON 0.30798504 so Pacific_Basin 10m DJF 0.30064616 +so Pacific_Basin 10m year 0.297784 so Pacific_Basin 100m MAM 0.26065338 so Pacific_Basin 100m JJA 0.2531544 so Pacific_Basin 100m SON 0.24202847 so Pacific_Basin 100m DJF 0.23980987 +so Pacific_Basin 100m year 0.24607237 so Pacific_Basin 1000m MAM 0.0683883 so Pacific_Basin 1000m JJA 0.068289205 so Pacific_Basin 1000m SON 0.06813129 so Pacific_Basin 1000m DJF 0.06776117 +so Pacific_Basin 1000m year 0.06808167 so Indian_Basin 10m MAM 0.2310299 so Indian_Basin 10m JJA 0.2011587 so Indian_Basin 10m SON 0.2309239 so Indian_Basin 10m DJF 0.21885957 +so Indian_Basin 10m year 0.19340195 so Indian_Basin 100m MAM 0.18471573 so Indian_Basin 100m JJA 0.19211827 so Indian_Basin 100m SON 0.20957747 so Indian_Basin 100m DJF 0.19271888 +so Indian_Basin 100m year 0.18664442 so Indian_Basin 1000m MAM 0.09289786 so Indian_Basin 1000m JJA 0.089938484 so Indian_Basin 1000m SON 0.09083358 so Indian_Basin 1000m DJF 0.091381356 +so Indian_Basin 1000m year 0.09109981 so Arctic_Basin 10m MAM 2.5359929 so Arctic_Basin 10m JJA 2.8498735 so Arctic_Basin 10m SON 2.8799632 so Arctic_Basin 10m DJF 2.7554054 +so Arctic_Basin 10m year 2.7363663 so Arctic_Basin 100m MAM 2.501884 so Arctic_Basin 100m JJA 2.5138261 so Arctic_Basin 100m SON 2.5617504 so Arctic_Basin 100m DJF 2.4934647 +so Arctic_Basin 100m year 2.517731 so Arctic_Basin 1000m MAM 0.050410002 so Arctic_Basin 1000m JJA 0.046095278 so Arctic_Basin 1000m SON 0.044996306 so Arctic_Basin 1000m DJF 0.054070167 +so Arctic_Basin 1000m year 0.04856223 so Southern_Ocean_Basin 10m MAM 0.1897072 so Southern_Ocean_Basin 10m JJA 0.15419862 so Southern_Ocean_Basin 10m SON 0.14759095 so Southern_Ocean_Basin 10m DJF 0.19316871 +so Southern_Ocean_Basin 10m year 0.15901214 so Southern_Ocean_Basin 100m MAM 0.13237727 so Southern_Ocean_Basin 100m JJA 0.15308098 so Southern_Ocean_Basin 100m SON 0.15902291 so Southern_Ocean_Basin 100m DJF 0.14542104 +so Southern_Ocean_Basin 100m year 0.14290676 so Southern_Ocean_Basin 1000m MAM 0.12885545 so Southern_Ocean_Basin 1000m JJA 0.12757567 so Southern_Ocean_Basin 1000m SON 0.12662235 so Southern_Ocean_Basin 1000m DJF 0.12639222 +so Southern_Ocean_Basin 1000m year 0.12728864 so Mediterranean_Basin 10m MAM 1.3942977 so Mediterranean_Basin 10m JJA 1.3826132 so Mediterranean_Basin 10m SON 1.336793 so Mediterranean_Basin 10m DJF 1.354637 +so Mediterranean_Basin 10m year 1.3641189 so Mediterranean_Basin 100m MAM 0.9911671 so Mediterranean_Basin 100m JJA 1.025159 so Mediterranean_Basin 100m SON 1.0296153 so Mediterranean_Basin 100m DJF 1.0201523 +so Mediterranean_Basin 100m year 1.0165232 so Mediterranean_Basin 1000m MAM 5.5289173 so Mediterranean_Basin 1000m JJA 5.519065 so Mediterranean_Basin 1000m SON 5.527438 so Mediterranean_Basin 1000m DJF 5.538034 +so Mediterranean_Basin 1000m year 5.5283637 so Asia 10m MAM 2.2775426 so Asia 10m JJA 2.4408054 so Asia 10m SON 2.5904772 so Asia 10m DJF 2.4341524 +so Asia 10m year 2.417872 so Asia 100m MAM 0.4772606 so Asia 100m JJA 0.4198494 so Asia 100m SON 0.42588425 so Asia 100m DJF 0.4794159 +so Asia 100m year 0.4506035 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 1.6542758 so North_America 10m JJA 1.8186947 so North_America 10m SON 1.5534806 so North_America 10m DJF 1.355829 +so North_America 10m year 1.5550959 so North_America 100m MAM 1.1449735 so North_America 100m JJA 1.1160997 so North_America 100m SON 1.0890688 so North_America 100m DJF 1.1490103 +so North_America 100m year 1.1247883 so North_America 1000m MAM nan so North_America 1000m JJA nan so North_America 1000m SON nan so North_America 1000m DJF nan +so North_America 1000m year nan so Europe 10m MAM 2.3026474 so Europe 10m JJA 2.4215605 so Europe 10m SON 2.309616 so Europe 10m DJF 2.1708202 +so Europe 10m year 2.3011615 so Europe 100m MAM 0.7817764 so Europe 100m JJA 0.80186176 so Europe 100m SON 0.80942345 so Europe 100m DJF 0.8381796 +so Europe 100m year 0.8078108 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 0.00017547607 so South_America 10m JJA 0.15584564 so South_America 10m SON 0.32019043 so South_America 10m DJF 0.50823975 +so South_America 10m year 0.24611282 so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM 0.36364365 so Oceania 10m JJA 0.38520432 so Oceania 10m SON 0.37179565 so Oceania 10m DJF 0.30339813 +so Oceania 10m year 0.35601044 so Oceania 100m MAM 0.1694336 so Oceania 100m JJA 0.094242096 so Oceania 100m SON 0.40719986 so Oceania 100m DJF 0.3141098 +so Oceania 100m year 0.24624634 so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 0.59596825 so Australia 10m JJA 0.54698753 so Australia 10m SON 0.57517815 so Australia 10m DJF 0.6297302 +so Australia 10m year 0.58696556 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.12897491 so Antarctica 10m JJA 0.07347107 so Antarctica 10m SON 0.05298233 so Antarctica 10m DJF 0.17178345 +so Antarctica 10m year 0.106803894 so Antarctica 100m MAM 0.06298065 so Antarctica 100m JJA 0.065711975 so Antarctica 100m SON 0.072841644 so Antarctica 100m DJF 0.011165619 +so Antarctica 100m year 0.02168274 so Antarctica 1000m MAM 0.12541199 so Antarctica 1000m JJA 0.152565 so Antarctica 1000m SON 0.14753342 so Antarctica 1000m DJF 0.121147156 +so Antarctica 1000m year 0.13666534 so glob 10m MAM 0.60361886 so glob 10m JJA 0.64547616 so glob 10m SON 0.6379054 so glob 10m DJF 0.61900234 +so glob 10m year 0.61146396 so glob 100m MAM 0.5030342 so glob 100m JJA 0.50605047 so glob 100m SON 0.5077954 so glob 100m DJF 0.49765134 +so glob 100m year 0.4998208 so glob 1000m MAM 0.17586072 so glob 1000m JJA 0.17466505 so glob 1000m SON 0.17434506 so glob 1000m DJF 0.17483799 +so glob 1000m year 0.17483763 so arctic 10m MAM 2.280877 so arctic 10m JJA 2.5725281 so arctic 10m SON 2.5372689 so arctic 10m DJF 2.4185646 +so arctic 10m year 2.4348307 so arctic 100m MAM 2.263834 so arctic 100m JJA 2.2651496 so arctic 100m SON 2.2928367 so arctic 100m DJF 2.2529252 +so arctic 100m year 2.2686865 so arctic 1000m MAM 0.055770326 so arctic 1000m JJA 0.052492265 so arctic 1000m SON 0.05158285 so arctic 1000m DJF 0.05887871 +so arctic 1000m year 0.054390572 so northmid 10m MAM 0.49601778 so northmid 10m JJA 0.542665 so northmid 10m SON 0.53307575 so northmid 10m DJF 0.49388766 +so northmid 10m year 0.50629413 so northmid 100m MAM 0.35532692 so northmid 100m JJA 0.34832323 so northmid 100m SON 0.3486805 so northmid 100m DJF 0.34458667 +so northmid 100m year 0.34412804 so northmid 1000m MAM 0.3691612 so northmid 1000m JJA 0.36889932 so northmid 1000m SON 0.36865726 so northmid 1000m DJF 0.3665605 +so northmid 1000m year 0.3682796 so tropics 10m MAM 0.35162246 so tropics 10m JJA 0.35629144 so tropics 10m SON 0.35770208 so tropics 10m DJF 0.3332336 +so tropics 10m year 0.33000258 so tropics 100m MAM 0.2937572 so tropics 100m JJA 0.28845638 so tropics 100m SON 0.2811478 so tropics 100m DJF 0.27780563 +so tropics 100m year 0.28064436 so tropics 1000m MAM 0.18723018 so tropics 1000m JJA 0.18638259 so tropics 1000m SON 0.18624108 so tropics 1000m DJF 0.18690841 +so tropics 1000m year 0.18661639 so innertropics 10m MAM 0.402471 so innertropics 10m JJA 0.40737692 so innertropics 10m SON 0.40182552 so innertropics 10m DJF 0.37676924 +so innertropics 10m year 0.3687544 so innertropics 100m MAM 0.33434138 so innertropics 100m JJA 0.3262823 so innertropics 100m SON 0.30876514 so innertropics 100m DJF 0.30450398 +so innertropics 100m year 0.31288305 so innertropics 1000m MAM 0.1742487 so innertropics 1000m JJA 0.17371978 so innertropics 1000m SON 0.17349474 so innertropics 1000m DJF 0.17376134 +so innertropics 1000m year 0.17370477 so nino34 10m MAM 0.098406725 so nino34 10m JJA 0.12747355 so nino34 10m SON 0.11809022 so nino34 10m DJF 0.08695186 +so nino34 10m year 0.08782517 so nino34 100m MAM 0.28882238 so nino34 100m JJA 0.28100762 so nino34 100m SON 0.1952946 so nino34 100m DJF 0.2087562 +so nino34 100m year 0.24293055 so nino34 1000m MAM 0.0477376 so nino34 1000m JJA 0.049883716 so nino34 1000m SON 0.046540704 so nino34 1000m DJF 0.046420734 +so nino34 1000m year 0.047645535 so southmid 10m MAM 0.20598812 so southmid 10m JJA 0.1838744 so southmid 10m SON 0.1752858 so southmid 10m DJF 0.20058185 +so southmid 10m year 0.18462664 so southmid 100m MAM 0.1475268 so southmid 100m JJA 0.1630068 so southmid 100m SON 0.16199583 so southmid 100m DJF 0.15629965 +so southmid 100m year 0.15322135 so southmid 1000m MAM 0.13105257 so southmid 1000m JJA 0.12902427 so southmid 1000m SON 0.1291039 so southmid 1000m DJF 0.12887104 +so southmid 1000m year 0.12941875 so antarctic 10m MAM 0.18196657 so antarctic 10m JJA 0.13458538 so antarctic 10m SON 0.13692087 so antarctic 10m DJF 0.2183964 +so antarctic 10m year 0.14470933 so antarctic 100m MAM 0.15378313 so antarctic 100m JJA 0.17267644 so antarctic 100m SON 0.19015552 so antarctic 100m DJF 0.16608606 +so antarctic 100m year 0.16726436 so antarctic 1000m MAM 0.15625156 so antarctic 1000m JJA 0.1559499 so antarctic 1000m SON 0.15441988 so antarctic 1000m DJF 0.15337351 +so antarctic 1000m year 0.15499867 diff --git a/eval/ERA5/CAS-ESM2-0.csv b/eval/ERA5/CAS-ESM2-0.csv index 5ad2e70..5aae990 100644 --- a/eval/ERA5/CAS-ESM2-0.csv +++ b/eval/ERA5/CAS-ESM2-0.csv @@ -3,1583 +3,1979 @@ siconc Atlantic_Basin surface MAM 29.49540846522763 siconc Atlantic_Basin surface JJA 21.11168315685668 siconc Atlantic_Basin surface SON 25.336459647416156 siconc Atlantic_Basin surface DJF 30.8419086468752 +siconc Atlantic_Basin surface year 24.596583649417905 siconc Pacific_Basin surface MAM 25.177400689653798 siconc Pacific_Basin surface JJA 2.265992871616568 siconc Pacific_Basin surface SON 3.9846111434884364 siconc Pacific_Basin surface DJF 22.59341923968398 +siconc Pacific_Basin surface year 9.995952375095372 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 6.608662535155183 siconc Arctic_Basin surface JJA 23.207156170526446 siconc Arctic_Basin surface SON 23.805959146642106 siconc Arctic_Basin surface DJF 7.70991979146655 +siconc Arctic_Basin surface year 14.038490790780005 siconc Southern_Ocean_Basin surface MAM 26.808903050223964 siconc Southern_Ocean_Basin surface JJA 16.46209534152319 siconc Southern_Ocean_Basin surface SON 16.598364967368408 siconc Southern_Ocean_Basin surface DJF 18.609927639773524 +siconc Southern_Ocean_Basin surface year 15.829615405644546 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 3.019302062988288 siconc Asia surface JJA 31.361257247924804 siconc Asia surface SON 30.008909454345698 siconc Asia surface DJF 0.8278219604492136 +siconc Asia surface year 15.887915039062506 siconc North_America surface MAM 32.06 siconc North_America surface JJA 20.31 siconc North_America surface SON nan siconc North_America surface DJF 11.91 +siconc North_America surface year 21.43 siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 5.39552964232862 siconc Antarctica surface JJA 26.213297882080077 siconc Antarctica surface SON 37.513236083984374 siconc Antarctica surface DJF 0.34064858317375185 +siconc Antarctica surface year 14.500088806152343 siconc glob surface MAM 18.13875383716233 siconc glob surface JJA 19.204371257526862 siconc glob surface SON 19.85220110575362 siconc glob surface DJF 15.421067076836362 +siconc glob surface year 15.623126840173894 siconc arctic surface MAM 10.811534577880378 siconc arctic surface JJA 22.907821944944754 siconc arctic surface SON 23.802981848667056 siconc arctic surface DJF 12.027662714057856 +siconc arctic surface year 16.27551040898479 siconc northmid surface MAM 19.928371018748557 siconc northmid surface JJA 1.7186009190149643 siconc northmid surface SON 1.1544726026058196 siconc northmid surface DJF 19.701115509677482 +siconc northmid surface year 9.12897200487317 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.00358069271598 siconc southmid surface JJA 10.270465688819687 siconc southmid surface SON 17.19213921702652 siconc southmid surface DJF 5.651818272256266 +siconc southmid surface year 7.955760748815564 siconc antarctic surface MAM 28.53921481122107 siconc antarctic surface JJA 17.60365504564908 siconc antarctic surface SON 15.34384281530045 siconc antarctic surface DJF 20.701241344755946 +siconc antarctic surface year 18.168489019973013 tas Atlantic_Basin surface MAM 1.8069352 tas Atlantic_Basin surface JJA 1.7755222 tas Atlantic_Basin surface SON 1.7860924 tas Atlantic_Basin surface DJF 2.9479954 +tas Atlantic_Basin surface year 1.728307 tas Pacific_Basin surface MAM 1.131677 tas Pacific_Basin surface JJA 1.0286264 tas Pacific_Basin surface SON 1.0534575 tas Pacific_Basin surface DJF 1.2719033 +tas Pacific_Basin surface year 1.0307611 tas Indian_Basin surface MAM 0.7616969 tas Indian_Basin surface JJA 0.85834676 tas Indian_Basin surface SON 0.9220698 tas Indian_Basin surface DJF 0.7730577 +tas Indian_Basin surface year 0.7552404 tas Arctic_Basin surface MAM 5.55179 tas Arctic_Basin surface JJA 1.0558192 tas Arctic_Basin surface SON 2.4140952 tas Arctic_Basin surface DJF 10.035487 +tas Arctic_Basin surface year 4.1335716 tas Southern_Ocean_Basin surface MAM 3.0151901 tas Southern_Ocean_Basin surface JJA 1.7019264 tas Southern_Ocean_Basin surface SON 1.8139768 tas Southern_Ocean_Basin surface DJF 2.5637841 +tas Southern_Ocean_Basin surface year 1.645756 tas Mediterranean_Basin surface MAM 0.5862913 tas Mediterranean_Basin surface JJA 2.1269867 tas Mediterranean_Basin surface SON 0.8305545 tas Mediterranean_Basin surface DJF 1.1738943 +tas Mediterranean_Basin surface year 0.71692103 tas Asia surface MAM 1.7933197 tas Asia surface JJA 2.0283048 tas Asia surface SON 2.5654337 tas Asia surface DJF 3.5623507 +tas Asia surface year 2.0676324 tas North_America surface MAM 2.357349 tas North_America surface JJA 2.7609398 tas North_America surface SON 1.6130524 tas North_America surface DJF 3.8176973 +tas North_America surface year 1.2606193 tas Europe surface MAM 3.0918026 tas Europe surface JJA 3.0412352 tas Europe surface SON 3.6458151 tas Europe surface DJF 7.588483 +tas Europe surface year 3.6947625 tas Africa surface MAM 1.0867388 tas Africa surface JJA 1.5086817 tas Africa surface SON 1.0203066 tas Africa surface DJF 1.117378 +tas Africa surface year 0.9887612 tas South_America surface MAM 1.2941192 tas South_America surface JJA 1.7093629 tas South_America surface SON 1.8320117 tas South_America surface DJF 1.4299557 +tas South_America surface year 1.3567541 tas Oceania surface MAM 1.5515442 tas Oceania surface JJA 1.7439159 tas Oceania surface SON 1.695393 tas Oceania surface DJF 1.7845931 +tas Oceania surface year 1.566187 tas Australia surface MAM 1.2314352 tas Australia surface JJA 1.0838596 tas Australia surface SON 0.7917782 tas Australia surface DJF 1.342973 +tas Australia surface year 0.8290107 tas Antarctica surface MAM 2.751723 tas Antarctica surface JJA 6.170855 tas Antarctica surface SON 2.6454313 tas Antarctica surface DJF 12.016405 +tas Antarctica surface year 2.3444228 tas glob surface MAM 2.1794434 tas glob surface JJA 1.8994427 tas glob surface SON 1.7530403 tas glob surface DJF 3.8221297 +tas glob surface year 1.7450966 tas arctic surface MAM 4.53428 tas arctic surface JJA 1.8710023 tas arctic surface SON 2.9221516 tas arctic surface DJF 8.937242 +tas arctic surface year 3.7314851 tas northmid surface MAM 1.7467988 tas northmid surface JJA 2.0988722 tas northmid surface SON 1.4101933 tas northmid surface DJF 2.3577752 +tas northmid surface year 1.3938326 tas tropics surface MAM 0.99721736 tas tropics surface JJA 1.1279861 tas tropics surface SON 1.1333387 tas tropics surface DJF 1.0391152 +tas tropics surface year 0.96875924 tas innertropics surface MAM 1.0204334 tas innertropics surface JJA 1.1835092 tas innertropics surface SON 1.214529 tas innertropics surface DJF 1.0985962 +tas innertropics surface year 1.0470656 tas nino34 surface MAM 0.9811404 tas nino34 surface JJA 0.43325323 tas nino34 surface SON 0.7682345 tas nino34 surface DJF 0.95836514 +tas nino34 surface year 0.6129929 tas southmid surface MAM 1.5976261 tas southmid surface JJA 1.0068967 tas southmid surface SON 1.2502204 tas southmid surface DJF 1.7476399 +tas southmid surface year 1.1486706 tas antarctic surface MAM 3.2992365 tas antarctic surface JJA 4.259592 tas antarctic surface SON 2.6408565 tas antarctic surface DJF 8.2331295 +tas antarctic surface year 2.3045616 clt Atlantic_Basin surface MAM 8.677074 clt Atlantic_Basin surface JJA 10.3659115 clt Atlantic_Basin surface SON 9.138259 clt Atlantic_Basin surface DJF 9.632324 +clt Atlantic_Basin surface year 7.2042093 clt Pacific_Basin surface MAM 9.831494 clt Pacific_Basin surface JJA 9.901646 clt Pacific_Basin surface SON 10.328174 clt Pacific_Basin surface DJF 10.1106 +clt Pacific_Basin surface year 8.818516 clt Indian_Basin surface MAM 9.268992 clt Indian_Basin surface JJA 10.163389 clt Indian_Basin surface SON 8.453207 clt Indian_Basin surface DJF 8.678126 +clt Indian_Basin surface year 7.202776 clt Arctic_Basin surface MAM 19.215452 clt Arctic_Basin surface JJA 11.193122 clt Arctic_Basin surface SON 14.960541 clt Arctic_Basin surface DJF 25.453562 +clt Arctic_Basin surface year 17.174784 clt Southern_Ocean_Basin surface MAM 10.687139 clt Southern_Ocean_Basin surface JJA 8.5528755 clt Southern_Ocean_Basin surface SON 6.552302 clt Southern_Ocean_Basin surface DJF 11.641492 +clt Southern_Ocean_Basin surface year 7.940946 clt Mediterranean_Basin surface MAM 7.437582 clt Mediterranean_Basin surface JJA 10.269915 clt Mediterranean_Basin surface SON 7.404179 clt Mediterranean_Basin surface DJF 7.559023 +clt Mediterranean_Basin surface year 7.4245825 clt Asia surface MAM 10.73206 clt Asia surface JJA 11.584188 clt Asia surface SON 10.835643 clt Asia surface DJF 18.50349 +clt Asia surface year 10.662225 clt North_America surface MAM 11.361195 clt North_America surface JJA 11.784007 clt North_America surface SON 9.992474 clt North_America surface DJF 15.002312 +clt North_America surface year 9.000073 clt Europe surface MAM 6.54378 clt Europe surface JJA 12.547298 clt Europe surface SON 7.263131 clt Europe surface DJF 11.947086 +clt Europe surface year 6.697779 clt Africa surface MAM 13.4113455 clt Africa surface JJA 14.022837 clt Africa surface SON 11.4764805 clt Africa surface DJF 15.92294 +clt Africa surface year 11.219653 clt South_America surface MAM 14.837453 clt South_America surface JJA 19.073044 clt South_America surface SON 13.559375 clt South_America surface DJF 13.56495 +clt South_America surface year 13.655202 clt Oceania surface MAM 7.189757 clt Oceania surface JJA 7.7190914 clt Oceania surface SON 6.7429614 clt Oceania surface DJF 5.5107613 +clt Oceania surface year 6.636388 clt Australia surface MAM 10.736678 clt Australia surface JJA 20.06779 clt Australia surface SON 15.531546 clt Australia surface DJF 9.272735 +clt Australia surface year 12.330603 clt Antarctica surface MAM 49.15381 clt Antarctica surface JJA 43.196 clt Antarctica surface SON 37.733997 clt Antarctica surface DJF 30.212381 +clt Antarctica surface year 39.759007 clt glob surface MAM 14.403324 clt glob surface JJA 13.590127 clt glob surface SON 12.514534 clt glob surface DJF 14.827098 +clt glob surface year 12.2483015 clt arctic surface MAM 16.359148 clt arctic surface JJA 10.277956 clt arctic surface SON 13.369753 clt arctic surface DJF 22.826965 +clt arctic surface year 14.581375 clt northmid surface MAM 6.697886 clt northmid surface JJA 11.226415 clt northmid surface SON 8.1322 clt northmid surface DJF 9.632644 +clt northmid surface year 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Indian_Basin 500hPa MAM 14.484543 zg Indian_Basin 500hPa JJA 22.824892 zg Indian_Basin 500hPa SON 18.191364 zg Indian_Basin 500hPa DJF 17.90196 +zg Indian_Basin 500hPa year 16.826746 zg Arctic_Basin 500hPa MAM 20.202818 zg Arctic_Basin 500hPa JJA 65.20131 zg Arctic_Basin 500hPa SON 20.362476 zg Arctic_Basin 500hPa DJF 47.950314 +zg Arctic_Basin 500hPa year 17.353825 zg Southern_Ocean_Basin 500hPa MAM 71.403175 zg Southern_Ocean_Basin 500hPa JJA 39.963654 zg Southern_Ocean_Basin 500hPa SON 46.65263 zg Southern_Ocean_Basin 500hPa DJF 103.05742 +zg Southern_Ocean_Basin 500hPa year 59.95772 zg Mediterranean_Basin 500hPa MAM 11.315065 zg Mediterranean_Basin 500hPa JJA 9.274778 zg Mediterranean_Basin 500hPa SON 6.227754 zg Mediterranean_Basin 500hPa DJF 6.122964 +zg Mediterranean_Basin 500hPa year 5.65529 zg Asia 500hPa MAM 10.156979 zg Asia 500hPa JJA 25.157734 zg Asia 500hPa SON 12.024631 zg Asia 500hPa DJF 32.554836 +zg Asia 500hPa year 10.002922 zg North_America 500hPa MAM 23.981806 zg North_America 500hPa JJA 43.538857 zg North_America 500hPa SON 26.755747 zg North_America 500hPa DJF 32.69454 +zg North_America 500hPa year 24.103144 zg Europe 500hPa MAM 10.557785 zg Europe 500hPa JJA 24.775917 zg Europe 500hPa SON 27.210363 zg Europe 500hPa DJF 44.17743 +zg Europe 500hPa year 17.32161 zg Africa 500hPa MAM 7.2254095 zg Africa 500hPa JJA 15.474646 zg Africa 500hPa SON 8.244112 zg Africa 500hPa DJF 9.048942 +zg Africa 500hPa year 6.962364 zg South_America 500hPa MAM 16.58249 zg South_America 500hPa JJA 20.899565 zg South_America 500hPa SON 19.61185 zg South_America 500hPa DJF 13.923789 +zg South_America 500hPa year 16.551844 zg Oceania 500hPa MAM 62.55087 zg Oceania 500hPa JJA 34.560726 zg Oceania 500hPa SON 27.970392 zg Oceania 500hPa DJF 84.040436 +zg Oceania 500hPa year 51.950417 zg Australia 500hPa MAM 12.175639 zg Australia 500hPa JJA 11.852433 zg Australia 500hPa SON 6.0515065 zg Australia 500hPa DJF 21.317028 +zg Australia 500hPa year 11.117411 zg Antarctica 500hPa MAM 96.50838 zg Antarctica 500hPa JJA 13.404049 zg Antarctica 500hPa SON 15.840216 zg Antarctica 500hPa DJF 173.42505 +zg Antarctica 500hPa year 71.01421 zg glob 500hPa MAM 34.689053 zg glob 500hPa JJA 29.278404 zg glob 500hPa SON 23.681898 zg glob 500hPa DJF 55.1261 +zg glob 500hPa year 30.277096 zg arctic 500hPa MAM 19.721443 zg arctic 500hPa JJA 54.561928 zg arctic 500hPa SON 24.31479 zg arctic 500hPa DJF 38.594498 +zg arctic 500hPa year 20.215532 zg northmid 500hPa MAM 22.791756 zg northmid 500hPa JJA 24.978685 zg northmid 500hPa SON 22.191017 zg northmid 500hPa DJF 39.994583 +zg northmid 500hPa year 20.348679 zg tropics 500hPa MAM 9.403194 zg tropics 500hPa JJA 14.182101 zg tropics 500hPa SON 10.052063 zg tropics 500hPa DJF 12.643877 +zg tropics 500hPa year 9.469741 zg innertropics 500hPa MAM 9.373699 zg innertropics 500hPa JJA 9.985527 zg innertropics 500hPa SON 7.578067 zg innertropics 500hPa DJF 6.6642303 +zg innertropics 500hPa year 7.3578053 zg nino34 500hPa MAM 10.629769 zg nino34 500hPa JJA 7.046183 zg nino34 500hPa SON 2.7389364 zg nino34 500hPa DJF 7.198157 +zg nino34 500hPa year 6.903251 zg southmid 500hPa MAM 53.836746 zg southmid 500hPa JJA 51.78291 zg southmid 500hPa SON 53.352886 zg southmid 500hPa DJF 67.95065 +zg southmid 500hPa year 53.83507 zg antarctic 500hPa MAM 97.5467 zg antarctic 500hPa JJA 17.639156 zg antarctic 500hPa SON 23.025957 zg antarctic 500hPa DJF 164.50378 +zg antarctic 500hPa year 71.59982 zos Atlantic_Basin surface MAM 0.03182563 zos Atlantic_Basin surface JJA 0.032315254 zos Atlantic_Basin surface SON 0.033597812 zos Atlantic_Basin surface DJF 0.031733528 +zos Atlantic_Basin surface year 0.031723294 zos Pacific_Basin surface MAM 0.032485727 zos Pacific_Basin surface JJA 0.033045657 zos Pacific_Basin surface SON 0.033575434 zos Pacific_Basin surface DJF 0.03232439 +zos Pacific_Basin surface year 0.03164259 zos Indian_Basin surface MAM 0.04349129 zos Indian_Basin surface JJA 0.042113062 zos Indian_Basin surface SON 0.045534052 zos Indian_Basin surface DJF 0.043244783 +zos Indian_Basin surface year 0.042041667 zos Arctic_Basin surface MAM 0.03190495 zos Arctic_Basin surface JJA 0.02734523 zos Arctic_Basin surface SON 0.036123008 zos Arctic_Basin surface DJF 0.041950487 +zos Arctic_Basin surface year 0.031084055 zos Southern_Ocean_Basin surface MAM 0.04288331 zos Southern_Ocean_Basin surface JJA 0.046171147 zos Southern_Ocean_Basin surface SON 0.046554264 zos Southern_Ocean_Basin surface DJF 0.04132657 +zos Southern_Ocean_Basin surface year 0.04172788 zos Mediterranean_Basin surface MAM 0.034344066 zos Mediterranean_Basin surface JJA 0.017786933 zos Mediterranean_Basin surface SON 0.019961577 zos Mediterranean_Basin surface DJF 0.03241942 +zos Mediterranean_Basin surface year 0.025879387 zos Asia surface MAM 0.007323063 zos Asia surface JJA 0.03567328 zos Asia surface SON 0.04793532 zos Asia surface DJF 0.012610872 +zos Asia surface year 0.04065953 zos North_America surface MAM 0.01675097 zos North_America surface JJA nan zos North_America surface SON nan zos North_America surface DJF nan +zos North_America surface year 0.016606065 zos Europe surface MAM 0.022123175 zos Europe surface JJA 0.024181414 zos Europe surface SON 0.015258687 zos Europe surface DJF 0.03490168 +zos Europe surface year 0.024141237 zos Africa surface MAM nan zos Africa surface JJA nan zos Africa surface SON nan zos Africa surface DJF nan +zos Africa surface year nan zos South_America surface MAM nan zos South_America surface JJA nan zos South_America surface SON nan zos South_America surface DJF nan +zos South_America surface year nan zos Oceania surface MAM nan zos Oceania surface JJA nan zos Oceania surface SON nan zos Oceania surface DJF nan +zos Oceania surface year nan zos Australia surface MAM 0.042585358 zos Australia surface JJA 0.037279215 zos Australia surface SON 0.03139037 zos Australia surface DJF 0.02153431 +zos Australia surface year 0.03324731 zos Antarctica surface MAM 0.0036156625 zos Antarctica surface JJA 0.018055474 zos Antarctica surface SON 0.019003343 zos Antarctica surface DJF 0.008164961 +zos Antarctica surface year 0.012184862 zos glob surface MAM 0.036885444 zos glob surface JJA 0.03709583 zos glob surface SON 0.03851754 zos glob surface DJF 0.036508277 +zos glob surface year 0.035741862 zos arctic surface MAM 0.03129455 zos arctic surface JJA 0.025297645 zos arctic surface SON 0.03511986 zos arctic surface DJF 0.034921058 +zos arctic surface year 0.030025292 zos northmid surface MAM 0.0453232 zos northmid surface JJA 0.047888376 zos northmid surface SON 0.04945061 zos northmid surface DJF 0.044441238 +zos northmid surface year 0.046418358 zos tropics surface MAM 0.027643492 zos tropics surface JJA 0.02862164 zos tropics surface SON 0.02914674 zos tropics surface DJF 0.028241036 +zos tropics surface year 0.026859844 zos innertropics surface MAM 0.021872787 zos innertropics surface JJA 0.022946408 zos innertropics surface SON 0.024073917 zos innertropics surface DJF 0.023699217 +zos innertropics surface year 0.020732556 zos nino34 surface MAM 0.012977635 zos nino34 surface JJA 0.01795532 zos nino34 surface SON 0.01930712 zos nino34 surface DJF 0.019408602 +zos nino34 surface year 0.013317784 zos southmid surface MAM 0.055083912 zos southmid surface JJA 0.05220711 zos southmid surface SON 0.052368257 zos southmid surface DJF 0.052991092 +zos southmid surface year 0.05298566 zos antarctic surface MAM 0.017341169 zos antarctic surface JJA 0.02394264 zos antarctic surface SON 0.023406792 zos antarctic surface DJF 0.016935073 +zos antarctic surface year 0.017536458 tos Atlantic_Basin surface MAM 0.18166488 tos Atlantic_Basin surface JJA 0.31138152 tos Atlantic_Basin surface SON 0.32714427 tos Atlantic_Basin surface DJF 0.19461817 +tos Atlantic_Basin surface year 0.19905806 tos Pacific_Basin surface MAM 0.23257066 tos Pacific_Basin surface JJA 0.23450235 tos Pacific_Basin surface SON 0.30642387 tos Pacific_Basin surface DJF 0.29326737 +tos Pacific_Basin surface year 0.23205434 tos Indian_Basin surface MAM 0.16550979 tos Indian_Basin surface JJA 0.12735915 tos Indian_Basin surface SON 0.15114452 tos Indian_Basin surface DJF 0.20229283 +tos Indian_Basin surface year 0.12357807 tos Arctic_Basin surface MAM 0.10211135 tos Arctic_Basin surface JJA 0.27774808 tos Arctic_Basin surface SON 0.25114867 tos Arctic_Basin surface DJF 0.10238526 +tos Arctic_Basin surface year 0.16757059 tos Southern_Ocean_Basin surface MAM 0.8102844 tos Southern_Ocean_Basin surface JJA 0.26891845 tos Southern_Ocean_Basin surface SON 0.21680398 tos Southern_Ocean_Basin surface DJF 1.0331708 +tos Southern_Ocean_Basin surface year 0.5403787 tos Mediterranean_Basin surface MAM 0.20770362 tos Mediterranean_Basin surface JJA 0.6343356 tos Mediterranean_Basin surface SON 0.46372244 tos Mediterranean_Basin surface DJF 0.14624879 +tos Mediterranean_Basin surface year 0.27810186 tos Asia surface MAM 0.29816076 tos Asia surface JJA 0.14882982 tos Asia surface SON 0.21410435 tos Asia surface DJF 0.29332027 +tos Asia surface year 0.17743614 tos North_America surface MAM 0.2879011 tos North_America surface JJA 0.5836304 tos North_America surface SON 0.45203286 tos North_America surface DJF 0.25534812 +tos North_America surface year 0.29792547 tos Europe surface MAM 0.31189582 tos Europe surface JJA 0.74269056 tos Europe surface SON 0.47245362 tos Europe surface DJF 0.26872277 +tos Europe surface year 0.372216 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM 0.83883303 tos South_America surface JJA 0.58706456 tos South_America surface SON 0.32654154 tos South_America surface DJF 0.9587409 +tos South_America surface year 0.67779493 tos Oceania surface MAM nan tos Oceania surface JJA nan tos Oceania surface SON nan tos Oceania surface DJF nan +tos Oceania surface year nan tos Australia surface MAM 0.058774024 tos Australia surface JJA 0.028433174 tos Australia surface SON 0.012344956 tos Australia surface DJF 0.10739422 +tos Australia surface year 0.01271984 tos Antarctica surface MAM 1.2904544 tos Antarctica surface JJA 0.32005835 tos Antarctica surface SON 0.15613317 tos Antarctica surface DJF 1.7149717 +tos Antarctica surface year 0.87040436 tos glob surface MAM 0.3697073 tos glob surface JJA 0.2532462 tos glob surface SON 0.2639777 tos glob surface DJF 0.4589962 +tos glob surface year 0.29769143 tos arctic surface MAM 0.15936434 tos arctic surface JJA 0.36700708 tos arctic surface SON 0.36567685 tos arctic surface DJF 0.15682364 +tos arctic surface year 0.21207894 tos northmid surface MAM 0.32488546 tos northmid surface JJA 0.35610983 tos northmid surface SON 0.4251163 tos northmid surface DJF 0.29732364 +tos northmid surface year 0.3005498 tos tropics surface MAM 0.15860486 tos tropics surface JJA 0.19073625 tos tropics surface SON 0.22522616 tos tropics surface DJF 0.24047159 +tos tropics surface year 0.175009 tos innertropics surface MAM 0.18123107 tos innertropics surface JJA 0.22198686 tos innertropics surface SON 0.310708 tos innertropics surface DJF 0.2808216 +tos innertropics surface year 0.22352612 tos nino34 surface MAM 0.29689103 tos nino34 surface JJA 1.0181139 tos nino34 surface SON 1.2739772 tos nino34 surface DJF 1.0229733 +tos nino34 surface year 0.8832815 tos southmid surface MAM 0.535864 tos southmid surface JJA 0.21386304 tos southmid surface SON 0.22351813 tos southmid surface DJF 0.64495414 +tos southmid surface year 0.36165088 tos antarctic surface MAM 1.1054481 tos antarctic surface JJA 0.28959298 tos antarctic surface SON 0.15040864 tos antarctic surface DJF 1.4368424 +tos antarctic surface year 0.703721 mlotst Atlantic_Basin surface MAM 21.748604 mlotst Atlantic_Basin surface JJA 7.8170347 mlotst Atlantic_Basin surface SON 10.951082 mlotst Atlantic_Basin surface DJF 25.027136 +mlotst Atlantic_Basin surface year 14.181934 mlotst Pacific_Basin surface MAM 7.1188445 mlotst Pacific_Basin surface JJA 8.977222 mlotst Pacific_Basin surface SON 7.8511105 mlotst Pacific_Basin surface DJF 8.739388 +mlotst Pacific_Basin surface year 7.035921 mlotst Indian_Basin surface MAM 4.497177 mlotst Indian_Basin surface JJA 12.740708 mlotst Indian_Basin surface SON 9.30797 mlotst Indian_Basin surface DJF 3.930842 +mlotst Indian_Basin surface year 6.098206 mlotst Arctic_Basin surface MAM 12.647619 mlotst Arctic_Basin surface JJA 24.710688 mlotst Arctic_Basin surface SON 9.138706 mlotst Arctic_Basin surface DJF 12.7258005 +mlotst Arctic_Basin surface year 11.267222 mlotst Southern_Ocean_Basin surface MAM 26.812037 mlotst Southern_Ocean_Basin surface JJA 49.994427 mlotst Southern_Ocean_Basin surface SON 34.767605 mlotst Southern_Ocean_Basin surface DJF 13.946082 +mlotst Southern_Ocean_Basin surface year 29.944675 mlotst Mediterranean_Basin surface MAM 18.60142 mlotst Mediterranean_Basin surface JJA 1.0178483 mlotst Mediterranean_Basin surface SON 4.4732647 mlotst Mediterranean_Basin surface DJF 32.672813 +mlotst Mediterranean_Basin surface year 12.53262 mlotst Asia surface MAM 11.941649 mlotst Asia surface JJA 15.158664 mlotst Asia surface SON 13.545324 mlotst Asia surface DJF 12.06351 +mlotst Asia surface year 13.053528 mlotst North_America surface MAM 42.361927 mlotst North_America surface JJA 13.366574 mlotst North_America surface SON 13.762624 mlotst North_America surface DJF 46.214355 +mlotst North_America surface year 28.92637 mlotst Europe surface MAM 50.897923 mlotst Europe surface JJA 9.587821 mlotst Europe surface SON 20.056654 mlotst Europe surface DJF 77.978966 +mlotst Europe surface year 39.63034 mlotst Africa surface MAM 5.5203404 mlotst Africa surface JJA 7.511781 mlotst Africa surface SON 6.4395833 mlotst Africa surface DJF 6.148262 +mlotst Africa surface year 6.404992 mlotst South_America surface MAM 15.006515 mlotst South_America surface JJA 21.412615 mlotst South_America surface SON 19.288857 mlotst South_America surface DJF 12.898915 +mlotst South_America surface year 17.151726 mlotst Oceania surface MAM nan mlotst Oceania surface JJA nan mlotst Oceania surface SON nan mlotst Oceania surface DJF nan +mlotst Oceania surface year nan mlotst Australia surface MAM 24.780045 mlotst Australia surface JJA 49.081905 mlotst Australia surface SON 29.636217 mlotst Australia surface DJF 16.186451 +mlotst Australia surface year 29.921154 mlotst Antarctica surface MAM 13.891715 mlotst Antarctica surface JJA 18.0124 mlotst Antarctica surface SON 17.675112 mlotst Antarctica surface DJF 9.146534 +mlotst Antarctica surface year 14.681439 mlotst glob surface MAM 15.715098 mlotst glob surface JJA 22.359201 mlotst glob surface SON 16.372944 mlotst glob surface DJF 13.173381 +mlotst glob surface year 15.229997 mlotst arctic surface MAM 20.45203 mlotst arctic surface JJA 21.53032 mlotst arctic surface SON 11.139345 mlotst arctic surface DJF 23.0572 +mlotst arctic surface year 15.282848 mlotst northmid surface MAM 20.91428 mlotst northmid surface JJA 2.2404249 mlotst northmid surface SON 9.880714 mlotst northmid surface DJF 28.635494 +mlotst northmid surface year 14.003368 mlotst tropics surface MAM 5.403389 mlotst tropics surface JJA 7.8659353 mlotst tropics surface SON 6.232647 mlotst tropics surface DJF 5.890773 +mlotst tropics surface year 5.020459 mlotst innertropics surface MAM 4.909616 mlotst innertropics surface JJA 6.9539757 mlotst innertropics surface SON 6.5694923 mlotst innertropics surface DJF 5.9659724 +mlotst innertropics surface year 4.6763835 mlotst nino34 surface MAM 3.9173822 mlotst nino34 surface JJA 13.980236 mlotst nino34 surface SON 9.400632 mlotst nino34 surface DJF 8.848154 +mlotst nino34 surface year 8.29234 mlotst southmid surface MAM 23.554104 mlotst southmid surface JJA 48.761646 mlotst southmid surface SON 33.168507 mlotst southmid surface DJF 12.184565 +mlotst southmid surface year 28.255661 mlotst antarctic surface MAM 20.296486 mlotst antarctic surface JJA 35.071335 mlotst antarctic surface SON 25.27971 mlotst antarctic surface DJF 9.69472 +mlotst antarctic surface year 20.378637 thetao Atlantic_Basin 10m MAM 1.2594278 thetao Atlantic_Basin 10m JJA 1.6987401 thetao Atlantic_Basin 10m SON 1.5724937 thetao Atlantic_Basin 10m DJF 1.1583482 +thetao Atlantic_Basin 10m year 1.30646 thetao Atlantic_Basin 100m MAM 1.7967782 thetao Atlantic_Basin 100m JJA 1.7981364 thetao Atlantic_Basin 100m SON 1.8306549 thetao Atlantic_Basin 100m DJF 1.7690545 +thetao Atlantic_Basin 100m year 1.7560111 thetao Atlantic_Basin 1000m MAM 0.93743044 thetao Atlantic_Basin 1000m JJA 0.9407238 thetao Atlantic_Basin 1000m SON 0.9370264 thetao Atlantic_Basin 1000m DJF 0.9278941 +thetao Atlantic_Basin 1000m year 0.9353152 thetao Pacific_Basin 10m MAM 1.1798755 thetao Pacific_Basin 10m JJA 1.1141707 thetao Pacific_Basin 10m SON 1.1199965 thetao Pacific_Basin 10m DJF 1.1058398 +thetao Pacific_Basin 10m year 1.0376246 thetao Pacific_Basin 100m MAM 2.3660874 thetao Pacific_Basin 100m JJA 2.539383 thetao Pacific_Basin 100m SON 2.3507547 thetao Pacific_Basin 100m DJF 2.2475014 +thetao Pacific_Basin 100m year 2.350347 thetao Pacific_Basin 1000m MAM 0.44653565 thetao Pacific_Basin 1000m JJA 0.4512506 thetao Pacific_Basin 1000m SON 0.45639238 thetao Pacific_Basin 1000m DJF 0.4489442 +thetao Pacific_Basin 1000m year 0.4496521 thetao Indian_Basin 10m MAM 0.67463094 thetao Indian_Basin 10m JJA 0.8771284 thetao Indian_Basin 10m SON 0.92425156 thetao Indian_Basin 10m DJF 0.70325005 +thetao Indian_Basin 10m year 0.73136157 thetao Indian_Basin 100m MAM 2.091027 thetao Indian_Basin 100m JJA 2.0672586 thetao Indian_Basin 100m SON 2.0208662 thetao Indian_Basin 100m DJF 2.0359445 +thetao Indian_Basin 100m year 2.0315387 thetao Indian_Basin 1000m MAM 1.6748383 thetao Indian_Basin 1000m JJA 1.6713936 thetao Indian_Basin 1000m SON 1.6668496 thetao Indian_Basin 1000m DJF 1.6865846 +thetao Indian_Basin 1000m year 1.6748205 thetao Arctic_Basin 10m MAM 0.56639004 thetao Arctic_Basin 10m JJA 0.7971012 thetao Arctic_Basin 10m SON 0.6797475 thetao Arctic_Basin 10m DJF 0.6917326 +thetao Arctic_Basin 10m year 0.57532334 thetao Arctic_Basin 100m MAM 0.7330276 thetao Arctic_Basin 100m JJA 0.7769786 thetao Arctic_Basin 100m SON 0.8476416 thetao Arctic_Basin 100m DJF 0.82707775 +thetao Arctic_Basin 100m year 0.7904022 thetao Arctic_Basin 1000m MAM 0.89024377 thetao Arctic_Basin 1000m JJA 0.9028993 thetao Arctic_Basin 1000m SON 0.8995234 thetao Arctic_Basin 1000m DJF 0.8881178 +thetao Arctic_Basin 1000m year 0.8951961 thetao Southern_Ocean_Basin 10m MAM 2.3294787 thetao Southern_Ocean_Basin 10m JJA 0.8914083 thetao Southern_Ocean_Basin 10m SON 0.9120732 thetao Southern_Ocean_Basin 10m DJF 2.4314363 +thetao Southern_Ocean_Basin 10m year 1.4759029 thetao Southern_Ocean_Basin 100m MAM 1.4862841 thetao Southern_Ocean_Basin 100m JJA 1.6441534 thetao Southern_Ocean_Basin 100m SON 1.7091814 thetao Southern_Ocean_Basin 100m DJF 1.5988902 +thetao Southern_Ocean_Basin 100m year 1.5845207 thetao Southern_Ocean_Basin 1000m MAM 1.1178253 thetao Southern_Ocean_Basin 1000m JJA 1.1159822 thetao Southern_Ocean_Basin 1000m SON 1.115235 thetao Southern_Ocean_Basin 1000m DJF 1.1190711 +thetao Southern_Ocean_Basin 1000m year 1.116624 thetao Mediterranean_Basin 10m MAM 0.7531705 thetao Mediterranean_Basin 10m JJA 2.0859592 thetao Mediterranean_Basin 10m SON 1.1620994 thetao Mediterranean_Basin 10m DJF 0.8994436 +thetao Mediterranean_Basin 10m year 1.204577 thetao Mediterranean_Basin 100m MAM 1.3587835 thetao Mediterranean_Basin 100m JJA 1.298896 thetao Mediterranean_Basin 100m SON 1.2299106 thetao Mediterranean_Basin 100m DJF 1.259713 +thetao Mediterranean_Basin 100m year 1.2809485 thetao Mediterranean_Basin 1000m MAM 0.74193615 thetao Mediterranean_Basin 1000m JJA 0.7424032 thetao Mediterranean_Basin 1000m SON 0.7275644 thetao Mediterranean_Basin 1000m DJF 0.7339109 +thetao Mediterranean_Basin 1000m year 0.7364526 thetao Asia 10m MAM 0.748883 thetao Asia 10m JJA 1.2644963 thetao Asia 10m SON 0.9707464 thetao Asia 10m DJF 1.0403713 +thetao Asia 10m year 0.76964915 thetao Asia 100m MAM 2.5667658 thetao Asia 100m JJA 2.3192756 thetao Asia 100m SON 2.2753172 thetao Asia 100m DJF 2.2562428 +thetao Asia 100m year 2.222597 thetao Asia 1000m MAM 0.6106791 thetao Asia 1000m JJA 0.6118012 thetao Asia 1000m SON 0.6142913 thetao Asia 1000m DJF 0.5969067 +thetao Asia 1000m year 0.6084242 thetao North_America 10m MAM 2.3083851 thetao North_America 10m JJA 2.880817 thetao North_America 10m SON 2.0237632 thetao North_America 10m DJF 2.0734973 +thetao North_America 10m year 1.8333397 thetao North_America 100m MAM 1.3959388 thetao North_America 100m JJA 1.2545674 thetao North_America 100m SON 0.98348415 thetao North_America 100m DJF 1.115856 +thetao North_America 100m year 1.1764224 thetao North_America 1000m MAM 0.52203417 thetao North_America 1000m JJA 0.52407527 thetao North_America 1000m SON 0.4829588 thetao North_America 1000m DJF 0.46238565 +thetao North_America 1000m year 0.49787116 thetao Europe 10m MAM 1.4254344 thetao Europe 10m JJA 2.851645 thetao Europe 10m SON 2.6072752 thetao Europe 10m DJF 1.8693911 +thetao Europe 10m year 2.1884403 thetao Europe 100m MAM 1.2206775 thetao Europe 100m JJA 1.2292613 thetao Europe 100m SON 1.364584 thetao Europe 100m DJF 1.414153 +thetao Europe 100m year 1.3071666 thetao Europe 1000m MAM 0.8320077 thetao Europe 1000m JJA 0.8435752 thetao Europe 1000m SON 0.83705044 thetao Europe 1000m DJF 0.8154847 +thetao Europe 1000m year 0.83203477 thetao Africa 10m MAM 1.5538435 thetao Africa 10m JJA 0.46720886 thetao Africa 10m SON 0.84910107 thetao Africa 10m DJF 1.2573185 +thetao Africa 10m year 0.39126968 thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 1.9147476 thetao South_America 10m JJA 0.77294797 thetao South_America 10m SON 1.1173368 thetao South_America 10m DJF 1.484457 +thetao South_America 10m year 0.5196397 thetao South_America 100m MAM 1.4293604 thetao South_America 100m JJA 1.5285006 thetao South_America 100m SON 0.97004414 thetao South_America 100m DJF 1.4758644 +thetao South_America 100m year 1.3509502 thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 1.5272646 thetao Australia 10m JJA 1.4946342 thetao Australia 10m SON 1.6863012 thetao Australia 10m DJF 1.5974798 +thetao Australia 10m year 1.5764217 thetao Australia 100m MAM 1.8358727 thetao Australia 100m JJA 1.6002722 thetao Australia 100m SON 1.2736292 thetao Australia 100m DJF 1.5188246 +thetao Australia 100m year 1.5571575 thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 2.9431674 thetao Antarctica 10m JJA 0.1837039 thetao Antarctica 10m SON 0.1729546 thetao Antarctica 10m DJF 2.8230684 +thetao Antarctica 10m year 1.5258927 thetao Antarctica 100m MAM 1.7793556 thetao Antarctica 100m JJA 2.5914333 thetao Antarctica 100m SON 2.6814308 thetao Antarctica 100m DJF 1.9787143 +thetao Antarctica 100m year 2.2577336 thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 1.41076 thetao glob 10m JJA 1.1067328 thetao glob 10m SON 1.0821015 thetao glob 10m DJF 1.4119542 +thetao glob 10m year 1.1365407 thetao glob 100m MAM 1.8370659 thetao glob 100m JJA 1.941521 thetao glob 100m SON 1.904268 thetao glob 100m DJF 1.827577 +thetao glob 100m year 1.85108 thetao glob 1000m MAM 0.8963725 thetao glob 1000m JJA 0.8983946 thetao glob 1000m SON 0.89858323 thetao glob 1000m DJF 0.89709824 +thetao glob 1000m year 0.8970075 thetao arctic 10m MAM 0.9773342 thetao arctic 10m JJA 1.2680954 thetao arctic 10m SON 1.137965 thetao arctic 10m DJF 1.0095588 +thetao arctic 10m year 0.946184 thetao arctic 100m MAM 1.2001679 thetao arctic 100m JJA 1.2277493 thetao arctic 100m SON 1.3208553 thetao arctic 100m DJF 1.2134001 +thetao arctic 100m year 1.2182143 thetao arctic 1000m MAM 1.1129134 thetao arctic 1000m JJA 1.1246098 thetao arctic 1000m SON 1.1222827 thetao arctic 1000m DJF 1.1109318 +thetao arctic 1000m year 1.1176844 thetao northmid 10m MAM 1.4123253 thetao northmid 10m JJA 1.5348268 thetao northmid 10m SON 1.3563029 thetao northmid 10m DJF 1.3421483 +thetao northmid 10m year 1.2691791 thetao northmid 100m MAM 1.7084287 thetao northmid 100m JJA 1.7693862 thetao northmid 100m SON 1.7889162 thetao northmid 100m DJF 1.6943313 +thetao northmid 100m year 1.7267127 thetao northmid 1000m MAM 0.8602333 thetao northmid 1000m JJA 0.86415654 thetao northmid 1000m SON 0.8671347 thetao northmid 1000m DJF 0.86046284 +thetao northmid 1000m year 0.8627266 thetao tropics 10m MAM 0.9122521 thetao tropics 10m JJA 0.98229605 thetao tropics 10m SON 1.0174193 thetao tropics 10m DJF 0.8877771 +thetao tropics 10m year 0.8742994 thetao tropics 100m MAM 2.3763738 thetao tropics 100m JJA 2.529044 thetao tropics 100m SON 2.3773801 thetao tropics 100m DJF 2.294729 +thetao tropics 100m year 2.3584988 thetao tropics 1000m MAM 0.7759414 thetao tropics 1000m JJA 0.776746 thetao tropics 1000m SON 0.7814526 thetao tropics 1000m DJF 0.7779173 +thetao tropics 1000m year 0.77705 thetao innertropics 10m MAM 0.7647961 thetao innertropics 10m JJA 0.7694313 thetao innertropics 10m SON 0.8233303 thetao innertropics 10m DJF 0.80123824 +thetao innertropics 10m year 0.6907842 thetao innertropics 100m MAM 3.1426387 thetao innertropics 100m JJA 3.4823987 thetao innertropics 100m SON 3.265343 thetao innertropics 100m DJF 2.9738984 +thetao innertropics 100m year 3.1617856 thetao innertropics 1000m MAM 0.9182299 thetao innertropics 1000m JJA 0.91719854 thetao innertropics 1000m SON 0.91885746 thetao innertropics 1000m DJF 0.9144908 +thetao innertropics 1000m year 0.91628146 thetao nino34 10m MAM 1.4212162 thetao nino34 10m JJA 0.6339093 thetao nino34 10m SON 1.3800752 thetao nino34 10m DJF 0.83165264 +thetao nino34 10m year 0.59945107 thetao nino34 100m MAM 5.0477805 thetao nino34 100m JJA 6.6135764 thetao nino34 100m SON 6.8167777 thetao nino34 100m DJF 4.9979706 +thetao nino34 100m year 5.8661985 thetao nino34 1000m MAM 0.35500303 thetao nino34 1000m JJA 0.34300193 thetao nino34 1000m SON 0.35407847 thetao nino34 1000m DJF 0.4018244 +thetao nino34 1000m year 0.3634773 thetao southmid 10m MAM 1.7607876 thetao southmid 10m JJA 1.1961546 thetao southmid 10m SON 1.232136 thetao southmid 10m DJF 1.7661393 +thetao southmid 10m year 1.3725144 thetao southmid 100m MAM 1.4450598 thetao southmid 100m JJA 1.4083045 thetao southmid 100m SON 1.4317478 thetao southmid 100m DJF 1.4502983 +thetao southmid 100m year 1.4057589 thetao southmid 1000m MAM 0.7331883 thetao southmid 1000m JJA 0.73805034 thetao southmid 1000m SON 0.7283933 thetao southmid 1000m DJF 0.73287207 +thetao southmid 1000m year 0.732479 thetao antarctic 10m MAM 2.810874 thetao antarctic 10m JJA 0.42566574 thetao antarctic 10m SON 0.34382552 thetao antarctic 10m DJF 2.9761777 +thetao antarctic 10m year 1.4195703 thetao antarctic 100m MAM 1.6159025 thetao antarctic 100m JJA 2.0059745 thetao antarctic 100m SON 2.0661972 thetao antarctic 100m DJF 1.7981639 +thetao antarctic 100m year 1.859489 thetao antarctic 1000m MAM 1.8398354 thetao antarctic 1000m JJA 1.8258706 thetao antarctic 1000m SON 1.8353225 thetao antarctic 1000m DJF 1.8426952 +thetao antarctic 1000m year 1.8359317 so Atlantic_Basin 10m MAM 0.5499528 so Atlantic_Basin 10m JJA 0.5816806 so Atlantic_Basin 10m SON 0.5824866 so Atlantic_Basin 10m DJF 0.5497787 +so Atlantic_Basin 10m year 0.5309445 so Atlantic_Basin 100m MAM 0.47340295 so Atlantic_Basin 100m JJA 0.4690724 so Atlantic_Basin 100m SON 0.47369683 so Atlantic_Basin 100m DJF 0.47464973 +so Atlantic_Basin 100m year 0.46934137 so Atlantic_Basin 1000m MAM 0.38531384 so Atlantic_Basin 1000m JJA 0.38495213 so Atlantic_Basin 1000m SON 0.38478312 so Atlantic_Basin 1000m DJF 0.38363886 +so Atlantic_Basin 1000m year 0.38467202 so Pacific_Basin 10m MAM 0.48290306 so Pacific_Basin 10m JJA 0.45699203 so Pacific_Basin 10m SON 0.44738442 so Pacific_Basin 10m DJF 0.45962438 +so Pacific_Basin 10m year 0.43014494 so Pacific_Basin 100m MAM 0.3509101 so Pacific_Basin 100m JJA 0.34080923 so Pacific_Basin 100m SON 0.33505958 so Pacific_Basin 100m DJF 0.34190196 +so Pacific_Basin 100m year 0.34068447 so Pacific_Basin 1000m MAM 0.061799966 so Pacific_Basin 1000m JJA 0.062283583 so Pacific_Basin 1000m SON 0.06320048 so Pacific_Basin 1000m DJF 0.06275655 +so Pacific_Basin 1000m year 0.062404327 so Indian_Basin 10m MAM 0.91141707 so Indian_Basin 10m JJA 0.87041825 so Indian_Basin 10m SON 0.9177197 so Indian_Basin 10m DJF 0.88468236 +so Indian_Basin 10m year 0.89061964 so Indian_Basin 100m MAM 0.53555083 so Indian_Basin 100m JJA 0.5284041 so Indian_Basin 100m SON 0.53209865 so Indian_Basin 100m DJF 0.52841514 +so Indian_Basin 100m year 0.5298003 so Indian_Basin 1000m MAM 0.21306719 so Indian_Basin 1000m JJA 0.21503001 so Indian_Basin 1000m SON 0.21455015 so Indian_Basin 1000m DJF 0.21470433 +so Indian_Basin 1000m year 0.21423773 so Arctic_Basin 10m MAM 0.79271895 so Arctic_Basin 10m JJA 1.1042981 so Arctic_Basin 10m SON 0.79288894 so Arctic_Basin 10m DJF 0.7766679 +so Arctic_Basin 10m year 0.7760805 so Arctic_Basin 100m MAM 0.59382904 so Arctic_Basin 100m JJA 0.6093113 so Arctic_Basin 100m SON 0.6698684 so Arctic_Basin 100m DJF 0.61781585 +so Arctic_Basin 100m year 0.62187594 so Arctic_Basin 1000m MAM 0.16552362 so Arctic_Basin 1000m JJA 0.17196336 so Arctic_Basin 1000m SON 0.17134991 so Arctic_Basin 1000m DJF 0.16253598 +so Arctic_Basin 1000m year 0.1678431 so Southern_Ocean_Basin 10m MAM 0.6478733 so Southern_Ocean_Basin 10m JJA 0.51209545 so Southern_Ocean_Basin 10m SON 0.4703301 so Southern_Ocean_Basin 10m DJF 0.6143903 +so Southern_Ocean_Basin 10m year 0.558739 so Southern_Ocean_Basin 100m MAM 0.35728905 so Southern_Ocean_Basin 100m JJA 0.36864108 so Southern_Ocean_Basin 100m SON 0.39194933 so Southern_Ocean_Basin 100m DJF 0.37958226 +so Southern_Ocean_Basin 100m year 0.37336326 so Southern_Ocean_Basin 1000m MAM 0.24663556 so Southern_Ocean_Basin 1000m JJA 0.2462307 so Southern_Ocean_Basin 1000m SON 0.24671711 so Southern_Ocean_Basin 1000m DJF 0.24769306 +so Southern_Ocean_Basin 1000m year 0.24681911 so Mediterranean_Basin 10m MAM 1.755668 so Mediterranean_Basin 10m JJA 1.7764175 so Mediterranean_Basin 10m SON 1.7021888 so Mediterranean_Basin 10m DJF 1.6291349 +so Mediterranean_Basin 10m year 1.7158525 so Mediterranean_Basin 100m MAM 1.3312471 so Mediterranean_Basin 100m JJA 1.3148056 so Mediterranean_Basin 100m SON 1.3300874 so Mediterranean_Basin 100m DJF 1.3117887 +so Mediterranean_Basin 100m year 1.3219826 so Mediterranean_Basin 1000m MAM 0.62172675 so Mediterranean_Basin 1000m JJA 0.6291566 so Mediterranean_Basin 1000m SON 0.62256503 so Mediterranean_Basin 1000m DJF 0.6164227 +so Mediterranean_Basin 1000m year 0.6224681 so Asia 10m MAM 1.8951815 so Asia 10m JJA 1.8443952 so Asia 10m SON 1.3829434 so Asia 10m DJF 1.8704534 +so Asia 10m year 1.3749084 so Asia 100m MAM 0.6832803 so Asia 100m JJA 0.59579086 so Asia 100m SON 0.5602328 so Asia 100m DJF 0.63366574 +so Asia 100m year 0.6182435 so Asia 1000m MAM 0.093609616 so Asia 1000m JJA 0.09692383 so Asia 1000m SON 0.10293503 so Asia 1000m DJF 0.10241623 +so Asia 1000m year 0.09897232 so North_America 10m MAM 0.91725236 so North_America 10m JJA 0.7934135 so North_America 10m SON 0.87555563 so North_America 10m DJF 1.016093 +so North_America 10m year 0.8866037 so North_America 100m MAM 0.66123104 so North_America 100m JJA 0.57228184 so North_America 100m SON 0.5937605 so North_America 100m DJF 0.649065 +so North_America 100m year 0.6086278 so North_America 1000m MAM 0.392231 so North_America 1000m JJA 0.38968468 so North_America 1000m SON 0.38721466 so North_America 1000m DJF 0.38928795 +so North_America 1000m year 0.38960648 so Europe 10m MAM 0.5639057 so Europe 10m JJA 0.55657053 so Europe 10m SON 0.54248095 so Europe 10m DJF 0.5485892 +so Europe 10m year 0.53452444 so Europe 100m MAM 0.6575279 so Europe 100m JJA 0.67310524 so Europe 100m SON 0.7022336 so Europe 100m DJF 0.652462 +so Europe 100m year 0.67133206 so Europe 1000m MAM 0.55340195 so Europe 1000m JJA 0.5595665 so Europe 1000m SON 0.54812115 so Europe 1000m DJF 0.54344684 +so Europe 1000m year 0.55113477 so Africa 10m MAM 0.17222595 so Africa 10m JJA 0.54818153 so Africa 10m SON 0.59287834 so Africa 10m DJF 0.42499733 +so Africa 10m year 0.4345703 so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 1.2919832 so South_America 10m JJA 1.2801088 so South_America 10m SON 1.2723045 so South_America 10m DJF 1.3489151 +so South_America 10m year 1.2983284 so South_America 100m MAM 0.15350342 so South_America 100m JJA 0.100379944 so South_America 100m SON 0.19775009 so South_America 100m DJF 0.25471878 +so South_America 100m year 0.17658997 so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 1.5266476 so Australia 10m JJA 1.4454136 so Australia 10m SON 1.4113464 so Australia 10m DJF 1.4552135 +so Australia 10m year 1.4596558 so Australia 100m MAM 1.3186951 so Australia 100m JJA 1.3721962 so Australia 100m SON 1.3425217 so Australia 100m DJF 1.3072586 +so Australia 100m year 1.3351669 so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.99382657 so Antarctica 10m JJA 0.8029111 so Antarctica 10m SON 0.7013423 so Antarctica 10m DJF 1.1222979 +so Antarctica 10m year 0.9050929 so Antarctica 100m MAM 0.114756264 so Antarctica 100m JJA 0.10057958 so Antarctica 100m SON 0.12635548 so Antarctica 100m DJF 0.12988155 +so Antarctica 100m year 0.11727142 so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.62319285 so glob 10m JJA 0.60627246 so glob 10m SON 0.5664143 so glob 10m DJF 0.6012181 +so glob 10m year 0.5725844 so glob 100m MAM 0.41911638 so glob 100m JJA 0.41864172 so glob 100m SON 0.42990518 so glob 100m DJF 0.4239863 +so glob 100m year 0.4213047 so glob 1000m MAM 0.19772968 so glob 1000m JJA 0.19837631 so glob 1000m SON 0.19868058 so glob 1000m DJF 0.19807105 +so glob 1000m year 0.19816586 so arctic 10m MAM 0.72845453 so arctic 10m JJA 1.0070765 so arctic 10m SON 0.7735609 so arctic 10m DJF 0.7458198 +so arctic 10m year 0.73486614 so arctic 100m MAM 0.5685747 so arctic 100m JJA 0.5873155 so arctic 100m SON 0.64337796 so arctic 100m DJF 0.5906919 +so arctic 100m year 0.59636754 so arctic 1000m MAM 0.19546835 so arctic 1000m JJA 0.20100072 so arctic 1000m SON 0.20058782 so arctic 1000m DJF 0.19257891 +so arctic 1000m year 0.19740792 so northmid 10m MAM 0.41948166 so northmid 10m JJA 0.45750657 so northmid 10m SON 0.45907408 so northmid 10m DJF 0.4264839 +so northmid 10m year 0.43123388 so northmid 100m MAM 0.5342295 so northmid 100m JJA 0.52834874 so northmid 100m SON 0.5200766 so northmid 100m DJF 0.53955126 +so northmid 100m year 0.52979684 so northmid 1000m MAM 0.19197237 so northmid 1000m JJA 0.19277902 so northmid 1000m SON 0.19285461 so northmid 1000m DJF 0.1923033 +so northmid 1000m year 0.19247407 so tropics 10m MAM 0.61895365 so tropics 10m JJA 0.5779906 so tropics 10m SON 0.58050364 so tropics 10m DJF 0.58525765 +so tropics 10m year 0.55279726 so tropics 100m MAM 0.3466233 so tropics 100m JJA 0.33136654 so tropics 100m SON 0.32818294 so tropics 100m DJF 0.33389932 +so tropics 100m year 0.33232647 so tropics 1000m MAM 0.174509 so tropics 1000m JJA 0.17527398 so tropics 1000m SON 0.17540677 so tropics 1000m DJF 0.17504744 +so tropics 1000m year 0.1749723 so innertropics 10m MAM 0.72363454 so innertropics 10m JJA 0.66588306 so innertropics 10m SON 0.661485 so innertropics 10m DJF 0.67389375 +so innertropics 10m year 0.6247414 so innertropics 100m MAM 0.30725497 so innertropics 100m JJA 0.29279336 so innertropics 100m SON 0.2896078 so innertropics 100m DJF 0.29287958 +so innertropics 100m year 0.29194653 so innertropics 1000m MAM 0.18318573 so innertropics 1000m JJA 0.18384394 so innertropics 1000m SON 0.18366139 so innertropics 1000m DJF 0.18357119 +so innertropics 1000m year 0.18347181 so nino34 10m MAM 0.2378301 so nino34 10m JJA 0.22299875 so nino34 10m SON 0.11018603 so nino34 10m DJF 0.24025042 +so nino34 10m year 0.14263092 so nino34 100m MAM 0.19912618 so nino34 100m JJA 0.2170503 so nino34 100m SON 0.20147702 so nino34 100m DJF 0.1581336 +so nino34 100m year 0.1888191 so nino34 1000m MAM 0.044018585 so nino34 1000m JJA 0.043640994 so nino34 1000m SON 0.04085862 so nino34 1000m DJF 0.04360485 +so nino34 1000m year 0.04303074 so southmid 10m MAM 0.67189974 so southmid 10m JJA 0.5991737 so southmid 10m SON 0.58474755 so southmid 10m DJF 0.63195 +so southmid 10m year 0.6187798 so southmid 100m MAM 0.48153389 so southmid 100m JJA 0.49287018 so southmid 100m SON 0.5194461 so southmid 100m DJF 0.5058242 +so southmid 100m year 0.49896953 so southmid 1000m MAM 0.23114878 so southmid 1000m JJA 0.23048988 so southmid 1000m SON 0.2304703 so southmid 1000m DJF 0.23111935 +so southmid 1000m year 0.23076586 so antarctic 10m MAM 0.71437055 so antarctic 10m JJA 0.45728248 so antarctic 10m SON 0.34416756 so antarctic 10m DJF 0.67654943 +so antarctic 10m year 0.54630965 so antarctic 100m MAM 0.21684042 so antarctic 100m JJA 0.22463836 so antarctic 100m SON 0.23369257 so antarctic 100m DJF 0.22233862 +so antarctic 100m year 0.22329806 so antarctic 1000m MAM 0.20976917 so antarctic 1000m JJA 0.21007012 so antarctic 1000m SON 0.21196602 so antarctic 1000m DJF 0.21282092 +so antarctic 1000m year 0.2111566 diff --git a/eval/ERA5/CESM2.csv b/eval/ERA5/CESM2.csv index fae736c..8b8fdc6 100644 --- a/eval/ERA5/CESM2.csv +++ b/eval/ERA5/CESM2.csv @@ -3,1407 +3,1759 @@ siconc Atlantic_Basin surface MAM 14.302921356823814 siconc Atlantic_Basin surface JJA 12.608672449730028 siconc Atlantic_Basin surface SON 11.287434303529903 siconc Atlantic_Basin surface DJF 13.562814386521802 +siconc Atlantic_Basin surface year 10.954111721490305 siconc Pacific_Basin surface MAM 13.134025468392279 siconc Pacific_Basin surface JJA 2.743821072548699 siconc Pacific_Basin surface SON 6.298909099089629 siconc Pacific_Basin surface DJF 13.462881974481823 +siconc Pacific_Basin surface year 11.177971263420853 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 3.3413947998696534 siconc Arctic_Basin surface JJA 11.819041381610534 siconc Arctic_Basin surface SON 15.474368576134752 siconc Arctic_Basin surface DJF 4.518309917926371 +siconc Arctic_Basin surface year 6.708528785659877 siconc Southern_Ocean_Basin surface MAM 13.95617377944698 siconc Southern_Ocean_Basin surface JJA 13.119664060857104 siconc Southern_Ocean_Basin surface SON 13.474663757922455 siconc Southern_Ocean_Basin surface DJF 11.574595275219641 +siconc Southern_Ocean_Basin surface year 11.335469936882197 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 1.2288586425781318 siconc Asia surface JJA 21.476730041503906 siconc Asia surface SON 43.04750083923339 siconc Asia surface DJF 1.7275183105468699 +siconc Asia surface year 16.003889465332037 siconc North_America surface MAM nan siconc North_America surface JJA nan siconc North_America surface SON nan siconc North_America surface DJF nan +siconc North_America surface year nan siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia 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300hPa JJA 1.7639914 ua Asia 300hPa SON 1.8128561 ua Asia 300hPa DJF 1.7041126 +ua Asia 300hPa year 0.87712944 ua North_America 300hPa MAM 1.0465882 ua North_America 300hPa JJA 2.1847196 ua North_America 300hPa SON 1.1458204 ua North_America 300hPa DJF 1.3508837 +ua North_America 300hPa year 0.85165554 ua Europe 300hPa MAM 1.1207213 ua Europe 300hPa JJA 1.5787826 ua Europe 300hPa SON 1.0762058 ua Europe 300hPa DJF 1.3688405 +ua Europe 300hPa year 0.59499425 ua Africa 300hPa MAM 2.658755 ua Africa 300hPa JJA 2.7728834 ua Africa 300hPa SON 1.7619443 ua Africa 300hPa DJF 2.763413 +ua Africa 300hPa year 2.0061545 ua South_America 300hPa MAM 2.0945709 ua South_America 300hPa JJA 2.9832172 ua South_America 300hPa SON 2.353928 ua South_America 300hPa DJF 1.349956 +ua South_America 300hPa year 2.1344352 ua Oceania 300hPa MAM 3.0604615 ua Oceania 300hPa JJA 3.4000702 ua Oceania 300hPa SON 2.740048 ua Oceania 300hPa DJF 2.3578706 +ua Oceania 300hPa year 2.613274 ua Australia 300hPa MAM 1.55062 ua Australia 300hPa JJA 4.0445037 ua Australia 300hPa SON 1.5104426 ua Australia 300hPa DJF 1.330749 +ua Australia 300hPa year 1.9635789 ua Antarctica 300hPa MAM 1.1541632 ua Antarctica 300hPa JJA 1.162273 ua Antarctica 300hPa SON 1.2460588 ua Antarctica 300hPa DJF 1.65114 +ua Antarctica 300hPa year 1.1449118 ua glob 300hPa MAM 2.056333 ua glob 300hPa JJA 2.3941417 ua glob 300hPa SON 1.9846787 ua glob 300hPa DJF 1.8782378 +ua glob 300hPa year 1.6884551 ua arctic 300hPa MAM 0.87448037 ua arctic 300hPa JJA 1.8324882 ua arctic 300hPa SON 1.0736779 ua arctic 300hPa DJF 1.031637 +ua arctic 300hPa year 0.57833797 ua northmid 300hPa MAM 1.859783 ua northmid 300hPa JJA 2.4650033 ua northmid 300hPa SON 1.458055 ua northmid 300hPa DJF 1.6464883 +ua northmid 300hPa year 1.0319022 ua tropics 300hPa MAM 2.926559 ua tropics 300hPa JJA 2.9970107 ua tropics 300hPa SON 2.3821747 ua tropics 300hPa DJF 2.1511314 +ua tropics 300hPa year 2.356382 ua innertropics 300hPa MAM 2.977026 ua innertropics 300hPa JJA 3.2616453 ua innertropics 300hPa SON 2.7212532 ua innertropics 300hPa DJF 2.1595984 +ua innertropics 300hPa year 2.6619117 ua nino34 300hPa MAM 2.0071654 ua nino34 300hPa JJA 2.3178475 ua nino34 300hPa SON 0.9425659 ua nino34 300hPa DJF 1.643296 +ua nino34 300hPa year 0.9353226 ua southmid 300hPa MAM 2.505021 ua southmid 300hPa JJA 2.5953429 ua southmid 300hPa SON 2.8195796 ua southmid 300hPa DJF 2.3957763 +ua southmid 300hPa year 2.3889315 ua antarctic 300hPa MAM 1.2198579 ua antarctic 300hPa JJA 1.3928837 ua antarctic 300hPa SON 1.6329136 ua antarctic 300hPa DJF 1.7408386 +ua antarctic 300hPa year 1.3004713 zg Atlantic_Basin 500hPa MAM 28.810553 zg Atlantic_Basin 500hPa JJA 34.98253 zg Atlantic_Basin 500hPa SON 34.0807 zg Atlantic_Basin 500hPa DJF 27.392979 +zg Atlantic_Basin 500hPa year 30.098848 zg Pacific_Basin 500hPa MAM 30.90698 zg Pacific_Basin 500hPa JJA 39.00695 zg Pacific_Basin 500hPa SON 32.56885 zg Pacific_Basin 500hPa DJF 29.926722 +zg Pacific_Basin 500hPa year 32.859116 zg Indian_Basin 500hPa MAM 35.741047 zg Indian_Basin 500hPa JJA 35.127197 zg Indian_Basin 500hPa SON 36.044685 zg Indian_Basin 500hPa DJF 32.675858 +zg Indian_Basin 500hPa year 34.622696 zg Arctic_Basin 500hPa MAM 13.966107 zg Arctic_Basin 500hPa JJA 41.58415 zg Arctic_Basin 500hPa SON 33.177143 zg Arctic_Basin 500hPa DJF 7.8270893 +zg Arctic_Basin 500hPa year 22.738705 zg Southern_Ocean_Basin 500hPa MAM 34.165676 zg Southern_Ocean_Basin 500hPa JJA 35.651165 zg Southern_Ocean_Basin 500hPa SON 45.169266 zg Southern_Ocean_Basin 500hPa DJF 31.626572 +zg Southern_Ocean_Basin 500hPa year 34.199112 zg Mediterranean_Basin 500hPa MAM 21.438427 zg Mediterranean_Basin 500hPa JJA 40.20526 zg Mediterranean_Basin 500hPa SON 45.654736 zg Mediterranean_Basin 500hPa DJF 46.941433 +zg Mediterranean_Basin 500hPa year 38.559967 zg Asia 500hPa MAM 17.688673 zg Asia 500hPa JJA 23.692675 zg Asia 500hPa SON 34.922123 zg Asia 500hPa DJF 21.740282 +zg Asia 500hPa year 23.564848 zg North_America 500hPa MAM 23.816324 zg North_America 500hPa JJA 31.044466 zg North_America 500hPa SON 32.279404 zg North_America 500hPa DJF 23.78524 +zg North_America 500hPa year 24.927721 zg Europe 500hPa MAM 30.076347 zg Europe 500hPa JJA 21.389814 zg Europe 500hPa SON 30.991398 zg Europe 500hPa DJF 25.433634 +zg Europe 500hPa year 25.96796 zg Africa 500hPa MAM 20.462923 zg Africa 500hPa JJA 28.991037 zg Africa 500hPa SON 27.73286 zg Africa 500hPa DJF 21.68036 +zg Africa 500hPa year 24.645885 zg South_America 500hPa MAM 26.90284 zg South_America 500hPa JJA 30.692802 zg South_America 500hPa SON 25.410952 zg South_America 500hPa DJF 26.559137 +zg South_America 500hPa year 27.149353 zg Oceania 500hPa MAM 37.30402 zg Oceania 500hPa JJA 19.16899 zg Oceania 500hPa SON 42.874157 zg Oceania 500hPa DJF 42.805843 +zg Oceania 500hPa year 32.670456 zg Australia 500hPa MAM 29.40577 zg Australia 500hPa JJA 22.115053 zg Australia 500hPa SON 24.625185 zg Australia 500hPa DJF 26.905857 +zg Australia 500hPa year 25.07616 zg Antarctica 500hPa MAM 44.342903 zg Antarctica 500hPa JJA 49.048973 zg Antarctica 500hPa SON 78.82031 zg Antarctica 500hPa DJF 17.128653 +zg Antarctica 500hPa year 47.269806 zg glob 500hPa MAM 29.393387 zg glob 500hPa JJA 35.984222 zg glob 500hPa SON 39.338516 zg glob 500hPa DJF 25.725222 +zg glob 500hPa year 31.540644 zg arctic 500hPa MAM 16.724205 zg arctic 500hPa JJA 27.068243 zg arctic 500hPa SON 29.611324 zg arctic 500hPa DJF 14.046113 +zg arctic 500hPa year 19.27815 zg northmid 500hPa MAM 26.787361 zg northmid 500hPa JJA 42.727493 zg northmid 500hPa SON 37.612743 zg northmid 500hPa DJF 22.724571 +zg northmid 500hPa year 31.736177 zg tropics 500hPa MAM 29.53448 zg tropics 500hPa JJA 37.20751 zg tropics 500hPa SON 33.16854 zg tropics 500hPa DJF 30.519186 +zg tropics 500hPa year 32.60148 zg innertropics 500hPa MAM 33.300056 zg innertropics 500hPa JJA 41.420315 zg innertropics 500hPa SON 34.830223 zg innertropics 500hPa DJF 32.16915 +zg innertropics 500hPa year 35.42994 zg nino34 500hPa MAM 35.289932 zg nino34 500hPa JJA 44.78966 zg nino34 500hPa SON 38.025288 zg nino34 500hPa DJF 36.68926 +zg nino34 500hPa year 38.698513 zg southmid 500hPa MAM 30.792255 zg southmid 500hPa JJA 26.27933 zg southmid 500hPa SON 28.396368 zg southmid 500hPa DJF 32.3908 +zg southmid 500hPa year 26.82105 zg antarctic 500hPa MAM 43.991264 zg antarctic 500hPa JJA 47.228466 zg antarctic 500hPa SON 76.409065 zg antarctic 500hPa DJF 24.270327 +zg antarctic 500hPa year 47.555603 zos Atlantic_Basin surface MAM 0.034154017 zos Atlantic_Basin surface JJA 0.03250863 zos Atlantic_Basin surface SON 0.03604823 zos Atlantic_Basin surface DJF 0.03309759 +zos Atlantic_Basin surface year 0.033435516 zos Pacific_Basin surface MAM 0.028853241 zos Pacific_Basin surface JJA 0.028079096 zos Pacific_Basin surface SON 0.027885232 zos Pacific_Basin surface DJF 0.025892584 +zos Pacific_Basin surface year 0.026476588 zos Indian_Basin surface MAM 0.045363422 zos Indian_Basin surface JJA 0.04330865 zos Indian_Basin surface SON 0.04823874 zos Indian_Basin surface DJF 0.046641883 +zos Indian_Basin surface year 0.045625467 zos Arctic_Basin surface MAM 0.02322431 zos Arctic_Basin surface JJA 0.018130388 zos Arctic_Basin surface SON 0.02896924 zos Arctic_Basin surface DJF 0.032093007 +zos Arctic_Basin surface year 0.023002578 zos Southern_Ocean_Basin surface MAM 0.041356854 zos Southern_Ocean_Basin surface JJA 0.04084842 zos Southern_Ocean_Basin surface SON 0.043540135 zos Southern_Ocean_Basin surface DJF 0.039431967 +zos Southern_Ocean_Basin surface year 0.03875837 zos Mediterranean_Basin surface MAM 0.019403469 zos Mediterranean_Basin surface JJA 0.021222493 zos Mediterranean_Basin surface SON 0.01779517 zos Mediterranean_Basin surface DJF 0.011040135 +zos Mediterranean_Basin surface year 0.016295545 zos Asia surface MAM 0.013832947 zos Asia surface JJA 0.028363286 zos Asia surface SON 0.04787596 zos Asia surface DJF 0.0153104765 +zos Asia surface year 0.034835707 zos North_America surface MAM 0.0047553293 zos North_America surface JJA nan zos North_America surface SON nan zos North_America surface DJF nan +zos North_America surface year 0.0031149723 zos Europe surface MAM 0.010924618 zos Europe surface JJA 0.020511005 zos Europe surface SON 0.014175467 zos Europe surface DJF 0.014089556 +zos Europe surface year 0.012711063 zos Africa surface MAM nan zos Africa surface JJA nan zos Africa surface SON nan zos Africa surface DJF nan +zos Africa surface year nan zos South_America surface MAM nan zos South_America surface JJA nan zos South_America surface SON nan zos South_America surface DJF nan +zos South_America surface year nan zos Oceania surface MAM nan zos Oceania surface JJA nan zos Oceania surface SON nan zos Oceania surface DJF nan +zos Oceania surface year nan zos Australia surface MAM 0.031858735 zos Australia surface JJA 0.013565809 zos Australia surface SON 0.02158917 zos Australia surface DJF 0.020378588 +zos Australia surface year 0.021898072 zos Antarctica surface MAM 0.010873482 zos Antarctica surface JJA 0.014999567 zos Antarctica surface SON 0.019280497 zos Antarctica surface DJF 0.007749021 +zos Antarctica surface year 0.013200643 zos glob surface MAM 0.035532232 zos glob surface JJA 0.033418365 zos glob surface SON 0.035969824 zos glob surface DJF 0.03393837 +zos glob surface year 0.033227105 zos arctic surface MAM 0.02396645 zos arctic surface JJA 0.018090881 zos arctic surface SON 0.02793566 zos arctic surface DJF 0.026703516 +zos arctic surface year 0.022699755 zos northmid surface MAM 0.041769423 zos northmid surface JJA 0.043179825 zos northmid surface SON 0.045693934 zos northmid surface DJF 0.04005622 +zos northmid surface year 0.042230714 zos tropics surface MAM 0.027005339 zos tropics surface JJA 0.026391841 zos tropics surface SON 0.027000815 zos tropics surface DJF 0.025397569 +zos tropics surface year 0.025380164 zos innertropics surface MAM 0.02026092 zos innertropics surface JJA 0.019030508 zos innertropics surface SON 0.019884488 zos innertropics surface DJF 0.018639328 +zos innertropics surface year 0.017785728 zos nino34 surface MAM 0.025873534 zos nino34 surface JJA 0.0145590445 zos nino34 surface SON 0.013463816 zos nino34 surface DJF 0.017490165 +zos nino34 surface year 0.01711632 zos southmid surface MAM 0.053528722 zos southmid surface JJA 0.04868853 zos southmid surface SON 0.05109494 zos southmid surface DJF 0.051728982 +zos southmid surface year 0.050990146 zos antarctic surface MAM 0.019410444 zos antarctic surface JJA 0.018909018 zos antarctic surface SON 0.02288236 zos antarctic surface DJF 0.0169424 +zos antarctic surface year 0.016796172 tos Atlantic_Basin surface MAM 0.1645459 tos Atlantic_Basin surface JJA 0.19750641 tos Atlantic_Basin surface SON 0.22590196 tos Atlantic_Basin surface DJF 0.14462051 +tos Atlantic_Basin surface year 0.14099725 tos Pacific_Basin surface MAM 0.21373063 tos Pacific_Basin surface JJA 0.2618711 tos Pacific_Basin surface SON 0.2489117 tos Pacific_Basin surface DJF 0.23209019 +tos Pacific_Basin surface year 0.20158146 tos Indian_Basin surface MAM 0.11288663 tos Indian_Basin surface JJA 0.15342455 tos Indian_Basin surface SON 0.12910068 tos Indian_Basin surface DJF 0.14843968 +tos Indian_Basin surface year 0.097564854 tos Arctic_Basin surface MAM 0.07166741 tos Arctic_Basin surface JJA 0.2186701 tos Arctic_Basin surface SON 0.18828139 tos Arctic_Basin surface DJF 0.072410025 +tos Arctic_Basin surface year 0.12401658 tos Southern_Ocean_Basin surface MAM 0.16151233 tos Southern_Ocean_Basin surface JJA 0.13652131 tos Southern_Ocean_Basin surface SON 0.14191872 tos Southern_Ocean_Basin surface DJF 0.28930604 +tos Southern_Ocean_Basin surface year 0.11925078 tos Mediterranean_Basin surface MAM 0.24713834 tos Mediterranean_Basin surface JJA 0.2080586 tos Mediterranean_Basin surface SON 0.44782376 tos Mediterranean_Basin surface DJF 0.11719521 +tos Mediterranean_Basin surface year 0.19337323 tos Asia surface MAM 0.17949285 tos Asia surface JJA 0.25116184 tos Asia surface SON 0.37428737 tos Asia surface DJF 0.22627926 +tos Asia surface year 0.11727533 tos North_America surface MAM 0.2725597 tos North_America surface JJA 0.334619 tos North_America surface SON 0.23917326 tos North_America surface DJF 0.18916892 +tos North_America surface year 0.09918902 tos Europe surface MAM 0.26282108 tos Europe surface JJA 0.13208717 tos Europe surface SON 0.4062047 tos Europe surface DJF 0.28475574 +tos Europe surface year 0.19404936 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM 0.03589946 tos South_America surface JJA 0.05447924 tos South_America surface SON 0.05420129 tos South_America surface DJF 0.047820985 +tos South_America surface year 0.022576272 tos Oceania surface MAM nan tos Oceania surface JJA nan tos Oceania surface SON nan tos Oceania surface DJF nan +tos Oceania surface year nan tos Australia surface MAM 0.09005952 tos Australia surface JJA 0.09664154 tos Australia surface SON 0.078564316 tos Australia surface DJF 0.18544632 +tos Australia surface year 0.10051587 tos Antarctica surface MAM 0.44612283 tos Antarctica surface JJA 0.32612348 tos Antarctica surface SON 0.33762765 tos Antarctica surface DJF 0.79985726 +tos Antarctica surface year 0.47743276 tos glob surface MAM 0.1651797 tos glob surface JJA 0.19949071 tos glob surface SON 0.19803573 tos glob surface DJF 0.20535916 +tos glob surface year 0.14898808 tos arctic surface MAM 0.10621201 tos arctic surface JJA 0.23093595 tos arctic surface SON 0.2029085 tos arctic surface DJF 0.099096045 +tos arctic surface year 0.13373688 tos northmid surface MAM 0.20929414 tos northmid surface JJA 0.39946097 tos northmid surface SON 0.32928243 tos northmid surface DJF 0.14507818 +tos northmid surface year 0.18349694 tos tropics surface MAM 0.1837863 tos tropics surface JJA 0.18927234 tos tropics surface SON 0.21094652 tos tropics surface DJF 0.21500549 +tos tropics surface year 0.1771412 tos innertropics surface MAM 0.2373786 tos innertropics surface JJA 0.22445737 tos innertropics surface SON 0.2692877 tos innertropics surface DJF 0.2613591 +tos innertropics surface year 0.23151027 tos nino34 surface MAM 0.61586094 tos nino34 surface JJA 0.5574802 tos nino34 surface SON 0.72932255 tos nino34 surface DJF 0.8312031 +tos nino34 surface year 0.68346673 tos southmid surface MAM 0.13724744 tos southmid surface JJA 0.13620311 tos southmid surface SON 0.13588995 tos southmid surface DJF 0.18928167 +tos southmid surface year 0.10936787 tos antarctic surface MAM 0.20559324 tos antarctic surface JJA 0.111712836 tos antarctic surface SON 0.13455611 tos antarctic surface DJF 0.4476207 +tos antarctic surface year 0.13130182 mlotst Atlantic_Basin surface MAM 36.641407 mlotst Atlantic_Basin surface JJA 13.756828 mlotst Atlantic_Basin surface SON 17.104658 mlotst Atlantic_Basin surface DJF 37.194344 +mlotst Atlantic_Basin surface year 25.17673 mlotst Pacific_Basin surface MAM 14.332711 mlotst Pacific_Basin surface JJA 12.023188 mlotst Pacific_Basin surface SON 12.486249 mlotst Pacific_Basin surface DJF 17.55874 +mlotst Pacific_Basin surface year 13.953306 mlotst Indian_Basin surface MAM 13.6935 mlotst Indian_Basin surface JJA 26.706367 mlotst Indian_Basin surface SON 16.715948 mlotst Indian_Basin surface DJF 11.12374 +mlotst Indian_Basin surface year 16.78087 mlotst Arctic_Basin surface MAM 41.056305 mlotst Arctic_Basin surface JJA 1.3159243 mlotst Arctic_Basin surface SON 16.697117 mlotst Arctic_Basin surface DJF 34.395287 +mlotst Arctic_Basin surface year 22.850657 mlotst Southern_Ocean_Basin surface MAM 31.506369 mlotst Southern_Ocean_Basin surface JJA 53.039783 mlotst Southern_Ocean_Basin surface SON 53.179775 mlotst Southern_Ocean_Basin surface DJF 13.787704 +mlotst Southern_Ocean_Basin surface year 36.15234 mlotst Mediterranean_Basin surface MAM 13.248485 mlotst Mediterranean_Basin surface JJA 3.151054 mlotst Mediterranean_Basin surface SON 16.841696 mlotst Mediterranean_Basin surface DJF 33.012356 +mlotst Mediterranean_Basin surface year 14.767491 mlotst Asia surface MAM 14.031844 mlotst Asia surface JJA 8.545271 mlotst Asia surface SON 15.284962 mlotst Asia surface DJF 20.17963 +mlotst Asia surface year 14.041359 mlotst North_America surface MAM 38.103554 mlotst North_America surface JJA 7.0625625 mlotst North_America surface SON 19.545895 mlotst North_America surface DJF 37.07731 +mlotst North_America surface year 25.44733 mlotst Europe surface MAM 13.991562 mlotst Europe surface JJA 7.5741353 mlotst Europe surface SON 29.674366 mlotst Europe surface DJF 54.58518 +mlotst Europe surface year 26.45631 mlotst Africa surface MAM nan mlotst Africa surface JJA nan mlotst Africa surface SON nan mlotst Africa surface DJF nan +mlotst Africa surface year nan mlotst South_America surface MAM 28.113941 mlotst South_America surface JJA 34.10835 mlotst South_America surface SON 20.627186 mlotst South_America surface DJF 22.717524 +mlotst South_America surface year 26.39175 mlotst Oceania surface MAM nan mlotst Oceania surface JJA nan mlotst Oceania surface SON nan mlotst Oceania surface DJF nan +mlotst Oceania surface year nan mlotst Australia surface MAM 24.04678 mlotst Australia surface JJA 18.790386 mlotst Australia surface SON 16.017033 mlotst Australia surface DJF 19.363907 +mlotst Australia surface year 19.554525 mlotst Antarctica surface MAM 46.77039 mlotst Antarctica surface JJA 71.10933 mlotst Antarctica surface SON 56.671196 mlotst Antarctica surface DJF 20.0199 +mlotst Antarctica surface year 48.642704 mlotst glob surface MAM 26.139647 mlotst glob surface JJA 23.857132 mlotst glob surface SON 25.564535 mlotst glob surface DJF 21.52331 +mlotst glob surface year 23.468426 mlotst arctic surface MAM 50.56935 mlotst arctic surface JJA 1.8255616 mlotst arctic surface SON 17.390905 mlotst arctic surface DJF 44.0192 +mlotst arctic surface year 27.501335 mlotst northmid surface MAM 31.046387 mlotst northmid surface JJA 4.7235293 mlotst northmid surface SON 18.629797 mlotst northmid surface DJF 46.26278 +mlotst northmid surface year 24.32671 mlotst tropics surface MAM 12.296569 mlotst tropics surface JJA 15.768407 mlotst tropics surface SON 12.458102 mlotst tropics surface DJF 12.73022 +mlotst tropics surface year 13.220182 mlotst innertropics surface MAM 11.123928 mlotst innertropics surface JJA 14.932197 mlotst innertropics surface SON 11.296918 mlotst innertropics surface DJF 12.093355 +mlotst innertropics surface year 12.25596 mlotst nino34 surface MAM 12.789603 mlotst nino34 surface JJA 20.199001 mlotst nino34 surface SON 13.053691 mlotst nino34 surface DJF 12.992389 +mlotst nino34 surface year 14.758671 mlotst southmid surface MAM 29.195871 mlotst southmid surface JJA 51.454895 mlotst southmid surface SON 42.9406 mlotst southmid surface DJF 13.721131 +mlotst southmid surface year 32.498455 mlotst antarctic surface MAM 25.84313 mlotst antarctic surface JJA 43.167614 mlotst antarctic surface SON 53.281464 mlotst antarctic surface DJF 7.483333 +mlotst antarctic surface year 31.778736 thetao Atlantic_Basin 10m MAM 1.3218881 thetao Atlantic_Basin 10m JJA 1.172577 thetao Atlantic_Basin 10m SON 0.9789195 thetao Atlantic_Basin 10m DJF 1.2274203 +thetao Atlantic_Basin 10m year 1.1296191 thetao Atlantic_Basin 100m MAM 1.4313121 thetao Atlantic_Basin 100m JJA 1.2873671 thetao Atlantic_Basin 100m SON 1.3034517 thetao Atlantic_Basin 100m DJF 1.4084529 +thetao Atlantic_Basin 100m year 1.3024192 thetao Atlantic_Basin 1000m MAM 2.1059313 thetao Atlantic_Basin 1000m JJA 2.1140454 thetao Atlantic_Basin 1000m SON 2.1174376 thetao Atlantic_Basin 1000m DJF 2.1013827 +thetao Atlantic_Basin 1000m year 2.1095383 thetao Pacific_Basin 10m MAM 0.783356 thetao Pacific_Basin 10m JJA 0.7960832 thetao Pacific_Basin 10m SON 0.6787954 thetao Pacific_Basin 10m DJF 0.7233456 +thetao Pacific_Basin 10m year 0.68699217 thetao Pacific_Basin 100m MAM 1.0892564 thetao Pacific_Basin 100m JJA 1.1417372 thetao Pacific_Basin 100m SON 1.0725693 thetao Pacific_Basin 100m DJF 1.0901245 +thetao Pacific_Basin 100m year 1.0547318 thetao Pacific_Basin 1000m MAM 0.42288938 thetao Pacific_Basin 1000m JJA 0.4241483 thetao Pacific_Basin 1000m SON 0.41839883 thetao Pacific_Basin 1000m DJF 0.42029342 +thetao Pacific_Basin 1000m year 0.42038837 thetao Indian_Basin 10m MAM 0.6463408 thetao Indian_Basin 10m JJA 0.6586426 thetao Indian_Basin 10m SON 0.60084385 thetao Indian_Basin 10m DJF 0.6546281 +thetao Indian_Basin 10m year 0.58440906 thetao Indian_Basin 100m MAM 1.6338936 thetao Indian_Basin 100m JJA 1.9067798 thetao Indian_Basin 100m SON 1.9418292 thetao Indian_Basin 100m DJF 1.8352462 +thetao Indian_Basin 100m year 1.7869028 thetao Indian_Basin 1000m MAM 0.76779693 thetao Indian_Basin 1000m JJA 0.76483357 thetao Indian_Basin 1000m SON 0.763531 thetao Indian_Basin 1000m DJF 0.7840765 +thetao Indian_Basin 1000m year 0.7696541 thetao Arctic_Basin 10m MAM 0.49670726 thetao Arctic_Basin 10m JJA 0.47549847 thetao Arctic_Basin 10m SON 0.38429466 thetao Arctic_Basin 10m DJF 0.5286196 +thetao Arctic_Basin 10m year 0.41133454 thetao Arctic_Basin 100m MAM 0.2916492 thetao Arctic_Basin 100m JJA 0.33704436 thetao Arctic_Basin 100m SON 0.34189856 thetao Arctic_Basin 100m DJF 0.33227426 +thetao Arctic_Basin 100m year 0.3047653 thetao Arctic_Basin 1000m MAM 1.8235396 thetao Arctic_Basin 1000m JJA 1.8399795 thetao Arctic_Basin 1000m SON 1.8316272 thetao Arctic_Basin 1000m DJF 1.8191233 +thetao Arctic_Basin 1000m year 1.8285676 thetao Southern_Ocean_Basin 10m MAM 0.92301923 thetao Southern_Ocean_Basin 10m JJA 0.9316076 thetao Southern_Ocean_Basin 10m SON 0.9444012 thetao Southern_Ocean_Basin 10m DJF 0.9770865 +thetao Southern_Ocean_Basin 10m year 0.89396536 thetao Southern_Ocean_Basin 100m MAM 1.0355257 thetao Southern_Ocean_Basin 100m JJA 0.9352483 thetao Southern_Ocean_Basin 100m SON 0.968727 thetao Southern_Ocean_Basin 100m DJF 1.0186628 +thetao Southern_Ocean_Basin 100m year 0.96371037 thetao Southern_Ocean_Basin 1000m MAM 0.8249569 thetao Southern_Ocean_Basin 1000m JJA 0.8185065 thetao Southern_Ocean_Basin 1000m SON 0.8230274 thetao Southern_Ocean_Basin 1000m DJF 0.8273873 +thetao Southern_Ocean_Basin 1000m year 0.82299006 thetao Mediterranean_Basin 10m MAM 0.8369267 thetao Mediterranean_Basin 10m JJA 0.5120707 thetao Mediterranean_Basin 10m SON 0.6804219 thetao Mediterranean_Basin 10m DJF 1.1384151 +thetao Mediterranean_Basin 10m year 0.66102654 thetao Mediterranean_Basin 100m MAM 1.2711269 thetao Mediterranean_Basin 100m JJA 1.2627063 thetao Mediterranean_Basin 100m SON 1.3967059 thetao Mediterranean_Basin 100m DJF 1.5381476 +thetao Mediterranean_Basin 100m year 1.3560598 thetao Mediterranean_Basin 1000m MAM 1.1679199 thetao Mediterranean_Basin 1000m JJA 1.1705291 thetao Mediterranean_Basin 1000m SON 1.1723678 thetao Mediterranean_Basin 1000m DJF 1.1723765 +thetao Mediterranean_Basin 1000m year 1.170797 thetao Asia 10m MAM 0.9407936 thetao Asia 10m JJA 1.0704195 thetao Asia 10m SON 1.0996647 thetao Asia 10m DJF 1.1912562 +thetao Asia 10m year 0.9329213 thetao Asia 100m MAM 0.70917594 thetao Asia 100m JJA 1.0798247 thetao Asia 100m SON 1.009793 thetao Asia 100m DJF 0.58705145 +thetao Asia 100m year 0.47076845 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.2343682 thetao North_America 10m JJA 1.2626083 thetao North_America 10m SON 0.68376887 thetao North_America 10m DJF 1.3749287 +thetao North_America 10m year 1.0277814 thetao North_America 100m MAM 0.7893605 thetao North_America 100m JJA 0.7944773 thetao North_America 100m SON 0.7135215 thetao North_America 100m DJF 0.76274353 +thetao North_America 100m year 0.7650359 thetao North_America 1000m MAM nan thetao North_America 1000m JJA nan thetao North_America 1000m SON nan thetao North_America 1000m DJF nan +thetao North_America 1000m year nan thetao Europe 10m MAM 0.68806314 thetao Europe 10m JJA 0.59943485 thetao Europe 10m SON 0.26707935 thetao Europe 10m DJF 0.90902424 +thetao Europe 10m year 0.61590385 thetao Europe 100m MAM 1.3781691 thetao Europe 100m JJA 1.4441457 thetao Europe 100m SON 1.6711011 thetao Europe 100m DJF 1.4002538 +thetao Europe 100m year 1.4734097 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 0.51409864 thetao South_America 10m JJA 0.52381134 thetao South_America 10m SON 0.5602598 thetao South_America 10m DJF 0.36937284 +thetao South_America 10m year 0.4918852 thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 1.0978827 thetao Australia 10m JJA 1.8133187 thetao Australia 10m SON 2.0520978 thetao Australia 10m DJF 1.2476401 +thetao Australia 10m year 1.5527363 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 1.0171789 thetao Antarctica 10m JJA 0.35944498 thetao Antarctica 10m SON 0.19760871 thetao Antarctica 10m DJF 1.0302186 +thetao Antarctica 10m year 0.6511128 thetao Antarctica 100m MAM 0.609187 thetao Antarctica 100m JJA 0.4626752 thetao Antarctica 100m SON 0.21633303 thetao Antarctica 100m DJF 0.41870564 +thetao Antarctica 100m year 0.42670995 thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 0.8755139 thetao glob 10m JJA 0.8490447 thetao glob 10m SON 0.76433235 thetao glob 10m DJF 0.86006135 +thetao glob 10m year 0.78340507 thetao glob 100m MAM 1.1111209 thetao glob 100m JJA 1.1054343 thetao glob 100m SON 1.1019965 thetao glob 100m DJF 1.1296809 +thetao glob 100m year 1.0741065 thetao glob 1000m MAM 0.9783739 thetao glob 1000m JJA 0.97924435 thetao glob 1000m SON 0.97843593 thetao glob 1000m DJF 0.9789929 +thetao glob 1000m year 0.9781899 thetao arctic 10m MAM 0.7412674 thetao arctic 10m JJA 0.69889027 thetao arctic 10m SON 0.5360572 thetao arctic 10m DJF 0.69922763 +thetao arctic 10m year 0.6120132 thetao arctic 100m MAM 0.5985616 thetao arctic 100m JJA 0.5368933 thetao arctic 100m SON 0.5179111 thetao arctic 100m DJF 0.49777645 +thetao arctic 100m year 0.5047317 thetao arctic 1000m MAM 1.9906257 thetao arctic 1000m JJA 2.0084372 thetao arctic 1000m SON 2.0033631 thetao arctic 1000m DJF 1.990149 +thetao arctic 1000m year 1.9981436 thetao northmid 10m MAM 1.4761977 thetao northmid 10m JJA 1.1733598 thetao northmid 10m SON 0.88707197 thetao northmid 10m DJF 1.315482 +thetao northmid 10m year 1.162354 thetao northmid 100m MAM 1.4682136 thetao northmid 100m JJA 1.5357503 thetao northmid 100m SON 1.6349046 thetao northmid 100m DJF 1.6357065 +thetao northmid 100m year 1.5492043 thetao northmid 1000m MAM 1.2776997 thetao northmid 1000m JJA 1.2874767 thetao northmid 1000m SON 1.2912083 thetao northmid 1000m DJF 1.2860153 +thetao northmid 1000m year 1.2854019 thetao tropics 10m MAM 0.7431168 thetao tropics 10m JJA 0.78914976 thetao tropics 10m SON 0.71498746 thetao tropics 10m DJF 0.71542805 +thetao tropics 10m year 0.6895945 thetao tropics 100m MAM 1.2800498 thetao tropics 100m JJA 1.3828769 thetao tropics 100m SON 1.335944 thetao tropics 100m DJF 1.336372 +thetao tropics 100m year 1.2825674 thetao tropics 1000m MAM 0.8097256 thetao tropics 1000m JJA 0.80872816 thetao tropics 1000m SON 0.8043008 thetao tropics 1000m DJF 0.80561894 +thetao tropics 1000m year 0.8062282 thetao innertropics 10m MAM 0.8253093 thetao innertropics 10m JJA 0.9071748 thetao innertropics 10m SON 0.8059497 thetao innertropics 10m DJF 0.90342015 +thetao innertropics 10m year 0.8055842 thetao innertropics 100m MAM 1.7044098 thetao innertropics 100m JJA 1.9179147 thetao innertropics 100m SON 1.8572828 thetao innertropics 100m DJF 1.7300142 +thetao innertropics 100m year 1.7446629 thetao innertropics 1000m MAM 0.72912335 thetao innertropics 1000m JJA 0.7268389 thetao innertropics 1000m SON 0.72527486 thetao innertropics 1000m DJF 0.7221373 +thetao innertropics 1000m year 0.7244734 thetao nino34 10m MAM 0.71195567 thetao nino34 10m JJA 0.49621117 thetao nino34 10m SON 0.1972658 thetao nino34 10m DJF 0.7744663 +thetao nino34 10m year 0.473682 thetao nino34 100m MAM 1.5224526 thetao nino34 100m JJA 2.584615 thetao nino34 100m SON 0.8783684 thetao nino34 100m DJF 1.3680655 +thetao nino34 100m year 1.547665 thetao nino34 1000m MAM 0.159493 thetao nino34 1000m JJA 0.115755945 thetao nino34 1000m SON 0.11621942 thetao nino34 1000m DJF 0.12467049 +thetao nino34 1000m year 0.1286547 thetao southmid 10m MAM 1.0235429 thetao southmid 10m JJA 1.020633 thetao southmid 10m SON 1.0727842 thetao southmid 10m DJF 1.1228294 +thetao southmid 10m year 1.0156453 thetao southmid 100m MAM 1.2585917 thetao southmid 100m JJA 1.1080328 thetao southmid 100m SON 1.1291057 thetao southmid 100m DJF 1.241802 +thetao southmid 100m year 1.1608517 thetao southmid 1000m MAM 0.68993163 thetao southmid 1000m JJA 0.6880254 thetao southmid 1000m SON 0.68703264 thetao southmid 1000m DJF 0.69274974 +thetao southmid 1000m year 0.68870384 thetao antarctic 10m MAM 0.47084248 thetao antarctic 10m JJA 0.48472023 thetao antarctic 10m SON 0.38826698 thetao antarctic 10m DJF 0.42845413 +thetao antarctic 10m year 0.35103986 thetao antarctic 100m MAM 0.43869305 thetao antarctic 100m JJA 0.3736479 thetao antarctic 100m SON 0.38184714 thetao antarctic 100m DJF 0.36375 +thetao antarctic 100m year 0.33995447 thetao antarctic 1000m MAM 1.1268897 thetao antarctic 1000m JJA 1.1122092 thetao antarctic 1000m SON 1.1221387 thetao antarctic 1000m DJF 1.130109 +thetao antarctic 1000m year 1.1228373 so Atlantic_Basin 10m MAM 0.5315236 so Atlantic_Basin 10m JJA 0.62833416 so Atlantic_Basin 10m SON 0.6190692 so Atlantic_Basin 10m DJF 0.5628719 +so Atlantic_Basin 10m year 0.57503766 so Atlantic_Basin 100m MAM 0.4167957 so Atlantic_Basin 100m JJA 0.40224075 so Atlantic_Basin 100m SON 0.40179554 so Atlantic_Basin 100m DJF 0.41008216 +so Atlantic_Basin 100m year 0.4043463 so Atlantic_Basin 1000m MAM 0.35154206 so Atlantic_Basin 1000m JJA 0.3506689 so Atlantic_Basin 1000m SON 0.35111615 so Atlantic_Basin 1000m DJF 0.35140812 +so Atlantic_Basin 1000m year 0.3511055 so Pacific_Basin 10m MAM 0.52557653 so Pacific_Basin 10m JJA 0.5361359 so Pacific_Basin 10m SON 0.5284379 so Pacific_Basin 10m DJF 0.52583855 +so Pacific_Basin 10m year 0.5265628 so Pacific_Basin 100m MAM 0.50960934 so Pacific_Basin 100m JJA 0.5061797 so Pacific_Basin 100m SON 0.5081246 so Pacific_Basin 100m DJF 0.5139156 +so Pacific_Basin 100m year 0.5085964 so Pacific_Basin 1000m MAM 0.19121417 so Pacific_Basin 1000m JJA 0.19094788 so Pacific_Basin 1000m SON 0.19122739 so Pacific_Basin 1000m DJF 0.19141364 +so Pacific_Basin 1000m year 0.19119722 so Indian_Basin 10m MAM 0.48360628 so Indian_Basin 10m JJA 0.49690667 so Indian_Basin 10m SON 0.5101409 so Indian_Basin 10m DJF 0.5092077 +so Indian_Basin 10m year 0.4934579 so Indian_Basin 100m MAM 0.4899892 so Indian_Basin 100m JJA 0.49312833 so Indian_Basin 100m SON 0.48725787 so Indian_Basin 100m DJF 0.49724352 +so Indian_Basin 100m year 0.48868945 so Indian_Basin 1000m MAM 0.28791535 so Indian_Basin 1000m JJA 0.29082945 so Indian_Basin 1000m SON 0.29050067 so Indian_Basin 1000m DJF 0.2910539 +so Indian_Basin 1000m year 0.29007488 so Arctic_Basin 10m MAM 1.099777 so Arctic_Basin 10m JJA 1.3324699 so Arctic_Basin 10m SON 1.1551425 so Arctic_Basin 10m DJF 1.2361455 +so Arctic_Basin 10m year 1.142659 so Arctic_Basin 100m MAM 0.9600441 so Arctic_Basin 100m JJA 0.96099865 so Arctic_Basin 100m SON 0.993508 so Arctic_Basin 100m DJF 0.9037467 +so Arctic_Basin 100m year 0.95418763 so Arctic_Basin 1000m MAM 0.073598914 so Arctic_Basin 1000m JJA 0.07941261 so Arctic_Basin 1000m SON 0.07958104 so Arctic_Basin 1000m DJF 0.0700448 +so Arctic_Basin 1000m year 0.07565931 so Southern_Ocean_Basin 10m MAM 0.48174992 so Southern_Ocean_Basin 10m JJA 0.4148625 so Southern_Ocean_Basin 10m SON 0.3926275 so Southern_Ocean_Basin 10m DJF 0.49966154 +so Southern_Ocean_Basin 10m year 0.44569468 so Southern_Ocean_Basin 100m MAM 0.43718 so Southern_Ocean_Basin 100m JJA 0.45854393 so Southern_Ocean_Basin 100m SON 0.46312827 so Southern_Ocean_Basin 100m DJF 0.4416594 +so Southern_Ocean_Basin 100m year 0.44955862 so Southern_Ocean_Basin 1000m MAM 0.12935404 so Southern_Ocean_Basin 1000m JJA 0.1297514 so Southern_Ocean_Basin 1000m SON 0.12977536 so Southern_Ocean_Basin 1000m DJF 0.12967916 +so Southern_Ocean_Basin 1000m year 0.12956132 so Mediterranean_Basin 10m MAM 2.0315 so Mediterranean_Basin 10m JJA 1.8782692 so Mediterranean_Basin 10m SON 1.95802 so Mediterranean_Basin 10m DJF 2.119221 +so Mediterranean_Basin 10m year 1.9854721 so Mediterranean_Basin 100m MAM 2.1315024 so Mediterranean_Basin 100m JJA 2.1654577 so Mediterranean_Basin 100m SON 2.1771345 so Mediterranean_Basin 100m DJF 2.1475074 +so Mediterranean_Basin 100m year 2.1554005 so Mediterranean_Basin 1000m MAM 2.7345693 so Mediterranean_Basin 1000m JJA 2.7262962 so Mediterranean_Basin 1000m SON 2.7353182 so Mediterranean_Basin 1000m DJF 2.7416544 +so Mediterranean_Basin 1000m year 2.7344596 so Asia 10m MAM 2.6222765 so Asia 10m JJA 2.504266 so Asia 10m SON 2.0996337 so Asia 10m DJF 2.41529 +so Asia 10m year 2.410366 so Asia 100m MAM 0.7287102 so Asia 100m JJA 0.7936497 so Asia 100m SON 0.75538254 so Asia 100m DJF 0.7161617 +so Asia 100m year 0.748476 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 1.460037 so North_America 10m JJA 1.5486991 so North_America 10m SON 1.4549298 so North_America 10m DJF 1.5970201 +so North_America 10m year 1.5151715 so North_America 100m MAM 0.32793427 so North_America 100m JJA 0.25839996 so North_America 100m SON 0.3346583 so North_America 100m DJF 0.26264444 +so North_America 100m year 0.2959086 so North_America 1000m MAM nan so North_America 1000m JJA nan so North_America 1000m SON nan so North_America 1000m DJF nan +so North_America 1000m year nan so Europe 10m MAM 1.6431694 so Europe 10m JJA 1.409298 so Europe 10m SON 1.8578606 so Europe 10m DJF 1.966322 +so Europe 10m year 1.719162 so Europe 100m MAM 1.5387383 so Europe 100m JJA 1.5599327 so Europe 100m SON 1.5211697 so Europe 100m DJF 1.5481071 +so Europe 100m year 1.5419884 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 0.5157814 so South_America 10m JJA 0.5580635 so South_America 10m SON 0.50857353 so South_America 10m DJF 0.20450401 +so South_America 10m year 0.44673157 so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 1.0946026 so Australia 10m JJA 1.0980873 so Australia 10m SON 1.1238613 so Australia 10m DJF 1.1303558 +so Australia 10m year 1.1117287 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.7986984 so Antarctica 10m JJA 0.66119766 so Antarctica 10m SON 0.67100143 so Antarctica 10m DJF 0.9018097 +so Antarctica 10m year 0.7581787 so Antarctica 100m MAM 0.33912277 so Antarctica 100m JJA 0.53497696 so Antarctica 100m SON 0.54571915 so Antarctica 100m DJF 0.46593857 +so Antarctica 100m year 0.47143936 so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.5882299 so glob 10m JJA 0.617393 so glob 10m SON 0.5884745 so glob 10m DJF 0.61771363 +so glob 10m year 0.59193134 so glob 100m MAM 0.5243391 so glob 100m JJA 0.52722156 so glob 100m SON 0.5318606 so glob 100m DJF 0.5207997 +so glob 100m year 0.5246439 so glob 1000m MAM 0.20750698 so glob 1000m JJA 0.20816505 so glob 1000m SON 0.20832993 so glob 1000m DJF 0.2077053 +so glob 1000m year 0.20788926 so arctic 10m MAM 1.0400891 so arctic 10m JJA 1.284558 so arctic 10m SON 1.1139145 so arctic 10m DJF 1.1698588 +so arctic 10m year 1.0990089 so arctic 100m MAM 0.8649765 so arctic 100m JJA 0.8579949 so arctic 100m SON 0.87983876 so arctic 100m DJF 0.8140388 +so arctic 100m year 0.85272896 so arctic 1000m MAM 0.09877551 so arctic 1000m JJA 0.1042267 so arctic 1000m SON 0.104677185 so arctic 1000m DJF 0.09579067 +so arctic 1000m year 0.10086748 so northmid 10m MAM 0.64353883 so northmid 10m JJA 0.6835399 so northmid 10m SON 0.6552366 so northmid 10m DJF 0.6483713 +so northmid 10m year 0.6554766 so northmid 100m MAM 0.59376174 so northmid 100m JJA 0.58074015 so northmid 100m SON 0.5774647 so northmid 100m DJF 0.6192221 +so northmid 100m year 0.5918503 so northmid 1000m MAM 0.26535705 so northmid 1000m JJA 0.26479116 so northmid 1000m SON 0.26519278 so northmid 1000m DJF 0.26424643 +so northmid 1000m year 0.2648554 so tropics 10m MAM 0.4848652 so tropics 10m JJA 0.4988307 so tropics 10m SON 0.5143094 so tropics 10m DJF 0.49911284 +so tropics 10m year 0.49278772 so tropics 100m MAM 0.4417276 so tropics 100m JJA 0.445644 so tropics 100m SON 0.44490886 so tropics 100m DJF 0.44056612 +so tropics 100m year 0.4407609 so tropics 1000m MAM 0.27414766 so tropics 1000m JJA 0.27440882 so tropics 1000m SON 0.2744032 so tropics 1000m DJF 0.27495217 +so tropics 1000m year 0.27447796 so innertropics 10m MAM 0.514805 so innertropics 10m JJA 0.523457 so innertropics 10m SON 0.52791405 so innertropics 10m DJF 0.5275701 +so innertropics 10m year 0.51321226 so innertropics 100m MAM 0.43978083 so innertropics 100m JJA 0.45569867 so innertropics 100m SON 0.44962364 so innertropics 100m DJF 0.43422067 +so innertropics 100m year 0.4412647 so innertropics 1000m MAM 0.27992958 so innertropics 1000m JJA 0.28023943 so innertropics 1000m SON 0.2797401 so innertropics 1000m DJF 0.2798591 +so innertropics 1000m year 0.279942 so nino34 10m MAM 0.49636316 so nino34 10m JJA 0.47702596 so nino34 10m SON 0.44901153 so nino34 10m DJF 0.4643526 +so nino34 10m year 0.4716886 so nino34 100m MAM 0.41941425 so nino34 100m JJA 0.49699494 so nino34 100m SON 0.51514614 so nino34 100m DJF 0.460143 +so nino34 100m year 0.4729247 so nino34 1000m MAM 0.22886515 so nino34 1000m JJA 0.23034343 so nino34 1000m SON 0.22754784 so nino34 1000m DJF 0.22785324 +so nino34 1000m year 0.2286522 so southmid 10m MAM 0.46223623 so southmid 10m JJA 0.46416265 so southmid 10m SON 0.45803225 so southmid 10m DJF 0.45309412 +so southmid 10m year 0.45813364 so southmid 100m MAM 0.48058176 so southmid 100m JJA 0.47290185 so southmid 100m SON 0.477087 so southmid 100m DJF 0.4735963 +so southmid 100m year 0.47582877 so southmid 1000m MAM 0.14150807 so southmid 1000m JJA 0.1418521 so southmid 1000m SON 0.14109367 so southmid 1000m DJF 0.14101931 +so southmid 1000m year 0.14125006 so antarctic 10m MAM 0.5806142 so antarctic 10m JJA 0.38214815 so antarctic 10m SON 0.3245675 so antarctic 10m DJF 0.6484244 +so antarctic 10m year 0.48098657 so antarctic 100m MAM 0.4055129 so antarctic 100m JJA 0.46764714 so antarctic 100m SON 0.48539275 so antarctic 100m DJF 0.4384451 +so antarctic 100m year 0.4479195 so antarctic 1000m MAM 0.14691757 so antarctic 1000m JJA 0.14708583 so antarctic 1000m SON 0.14870837 so antarctic 1000m DJF 0.1499455 +so antarctic 1000m year 0.14816448 diff --git a/eval/ERA5/CIESM.csv b/eval/ERA5/CIESM.csv index be65826..669c421 100644 --- a/eval/ERA5/CIESM.csv +++ b/eval/ERA5/CIESM.csv @@ -3,1231 +3,1539 @@ tas Atlantic_Basin surface MAM 1.104453 tas Atlantic_Basin surface JJA 1.2154601 tas Atlantic_Basin surface SON 1.4043772 tas Atlantic_Basin surface DJF 1.1747959 +tas Atlantic_Basin surface year 0.99498093 tas Pacific_Basin surface MAM 1.0701994 tas Pacific_Basin surface JJA 1.2605271 tas Pacific_Basin surface SON 1.1550161 tas Pacific_Basin surface DJF 1.101844 +tas Pacific_Basin surface year 1.108979 tas Indian_Basin surface MAM 0.8696504 tas Indian_Basin surface JJA 1.0141263 tas Indian_Basin surface SON 0.64147145 tas Indian_Basin surface DJF 0.72966933 +tas Indian_Basin surface year 0.7700816 tas Arctic_Basin surface MAM 1.3906754 tas Arctic_Basin surface JJA 0.8991413 tas Arctic_Basin surface SON 8.606031 tas Arctic_Basin surface DJF 3.8625848 +tas Arctic_Basin surface year 3.0359228 tas Southern_Ocean_Basin surface MAM 2.374112 tas Southern_Ocean_Basin surface JJA 1.9419115 tas Southern_Ocean_Basin surface SON 1.5032443 tas Southern_Ocean_Basin surface DJF 1.6373825 +tas Southern_Ocean_Basin surface year 1.6844022 tas Mediterranean_Basin surface MAM 0.82896036 tas Mediterranean_Basin surface JJA 2.2800531 tas Mediterranean_Basin surface SON 1.0419999 tas Mediterranean_Basin surface DJF 0.8690191 +tas Mediterranean_Basin surface year 1.1260148 tas Asia surface MAM 1.7271435 tas Asia surface JJA 2.5818775 tas Asia surface SON 2.1146662 tas Asia surface DJF 2.3019762 +tas Asia surface year 1.7663007 tas North_America surface MAM 1.8552526 tas North_America surface JJA 2.6971717 tas North_America surface SON 3.1580229 tas North_America surface DJF 1.9080973 +tas North_America surface year 2.099122 tas Europe surface MAM 1.593906 tas Europe surface JJA 2.2193518 tas Europe surface SON 1.8355417 tas Europe surface DJF 2.479936 +tas Europe surface year 1.6066673 tas Africa surface MAM 1.1360725 tas Africa surface JJA 1.7693466 tas Africa surface SON 1.4476626 tas Africa surface DJF 1.3087883 +tas Africa surface year 1.3214157 tas South_America surface MAM 1.4044431 tas South_America surface JJA 1.5478337 tas South_America surface SON 1.7191244 tas South_America surface DJF 1.5477732 +tas South_America surface year 1.459968 tas Oceania surface MAM 3.7318032 tas Oceania surface JJA 3.8445296 tas Oceania surface SON 2.6623952 tas Oceania surface DJF 2.9832153 +tas Oceania surface year 3.3054087 tas Australia surface MAM 1.7300497 tas Australia surface JJA 1.403188 tas Australia surface SON 1.6938698 tas Australia surface DJF 1.4130753 +tas Australia surface year 1.5286232 tas Antarctica surface MAM 2.3270473 tas Antarctica surface JJA 2.2119362 tas Antarctica surface SON 2.018132 tas Antarctica surface DJF 1.3819108 +tas Antarctica surface year 1.6132189 tas glob surface MAM 1.5783094 tas glob surface JJA 1.6635716 tas glob surface SON 2.1447234 tas glob surface DJF 1.6397687 +tas glob surface year 1.5374241 tas arctic surface MAM 1.473995 tas arctic surface JJA 1.6456602 tas arctic surface SON 6.0126567 tas arctic surface DJF 3.2103558 +tas arctic surface year 2.3975565 tas northmid surface MAM 1.6252071 tas northmid surface JJA 2.1800315 tas northmid surface SON 1.9433619 tas northmid surface DJF 1.6951997 +tas northmid surface year 1.6953712 tas tropics surface MAM 0.9671361 tas tropics surface JJA 1.2082874 tas tropics surface SON 1.0355498 tas tropics surface DJF 0.96991223 +tas tropics surface year 0.9909595 tas innertropics surface MAM 0.97430134 tas innertropics surface JJA 1.2885871 tas innertropics surface SON 1.0384203 tas innertropics surface DJF 1.0505215 +tas innertropics surface year 1.049176 tas nino34 surface MAM 0.9812126 tas nino34 surface JJA 1.2289586 tas nino34 surface SON 0.37662658 tas nino34 surface DJF 0.90732956 +tas nino34 surface year 0.87353134 tas southmid surface MAM 1.622109 tas southmid surface JJA 1.1694727 tas southmid surface SON 1.0858467 tas southmid surface DJF 1.589634 +tas southmid surface year 1.3418205 tas antarctic surface MAM 2.8718033 tas antarctic surface JJA 2.5423913 tas antarctic surface SON 2.0264428 tas antarctic surface DJF 1.4316183 +tas antarctic surface year 1.8708973 clt Atlantic_Basin surface MAM 7.375827 clt Atlantic_Basin surface JJA 8.820554 clt Atlantic_Basin surface SON 7.7491107 clt Atlantic_Basin surface DJF 8.919632 +clt Atlantic_Basin surface year 6.822904 clt Pacific_Basin surface MAM 9.227322 clt Pacific_Basin surface JJA 9.100158 clt Pacific_Basin surface SON 8.429493 clt Pacific_Basin surface DJF 8.010195 +clt Pacific_Basin surface year 7.3697 clt Indian_Basin surface MAM 9.768658 clt Indian_Basin surface JJA 10.849542 clt Indian_Basin surface SON 12.270498 clt Indian_Basin surface DJF 12.712251 +clt Indian_Basin surface year 10.240916 clt Arctic_Basin surface MAM 15.782327 clt Arctic_Basin surface JJA 8.083436 clt Arctic_Basin surface SON 19.83277 clt Arctic_Basin surface DJF 21.16124 +clt Arctic_Basin surface year 15.741547 clt Southern_Ocean_Basin surface MAM 5.170797 clt Southern_Ocean_Basin surface JJA 7.8487825 clt Southern_Ocean_Basin surface SON 5.0393453 clt Southern_Ocean_Basin surface DJF 4.1479287 +clt Southern_Ocean_Basin surface year 4.8142047 clt Mediterranean_Basin surface MAM 4.953065 clt Mediterranean_Basin surface JJA 8.579582 clt Mediterranean_Basin surface SON 4.205083 clt Mediterranean_Basin surface DJF 3.6267114 +clt Mediterranean_Basin surface year 5.0954075 clt Asia surface MAM 9.664158 clt Asia surface JJA 6.2231455 clt Asia surface SON 8.189199 clt Asia surface DJF 13.778663 +clt Asia surface year 7.0789604 clt North_America surface MAM 11.530866 clt North_America surface JJA 6.357857 clt North_America surface SON 10.00041 clt North_America surface DJF 14.208504 +clt North_America surface year 9.470886 clt Europe surface MAM 5.4327426 clt Europe surface JJA 7.621666 clt Europe surface SON 5.8256116 clt Europe surface DJF 11.034744 +clt Europe surface year 5.0941377 clt Africa surface MAM 16.174328 clt Africa surface JJA 8.503488 clt Africa surface SON 12.371703 clt Africa surface DJF 13.452054 +clt Africa surface year 11.667704 clt South_America surface MAM 6.3988414 clt South_America surface JJA 11.823482 clt South_America surface SON 9.104989 clt South_America surface DJF 5.6512055 +clt South_America surface year 6.7793913 clt Oceania surface MAM 6.3292174 clt Oceania surface JJA 9.700835 clt Oceania surface SON 5.804151 clt Oceania surface DJF 5.9981265 +clt Oceania surface year 5.4324784 clt Australia surface MAM 5.177816 clt Australia surface JJA 6.8486705 clt Australia surface SON 4.779312 clt Australia surface DJF 4.9642496 +clt Australia surface year 4.469579 clt Antarctica surface MAM 43.71978 clt Antarctica surface JJA 43.833725 clt Antarctica surface SON 38.874626 clt Antarctica surface DJF 25.387114 +clt Antarctica surface year 37.746845 clt glob surface MAM 11.794593 clt glob surface JJA 11.297808 clt glob surface SON 11.493065 clt glob surface DJF 11.23937 +clt glob surface year 10.335769 clt arctic surface MAM 13.828396 clt arctic surface JJA 7.358644 clt arctic surface SON 16.015062 clt arctic surface DJF 19.63602 +clt arctic surface year 13.228877 clt northmid surface MAM 5.094992 clt northmid surface JJA 5.888252 clt northmid surface SON 5.3192587 clt northmid surface DJF 6.9488688 +clt northmid surface year 4.241454 clt tropics surface MAM 10.2137 clt tropics surface JJA 10.448103 clt tropics surface SON 9.547504 clt tropics surface DJF 9.545219 +clt tropics surface year 8.393723 clt innertropics surface MAM 9.928214 clt innertropics surface JJA 9.029733 clt innertropics surface SON 8.908624 clt innertropics surface DJF 9.237382 +clt innertropics surface year 7.635905 clt nino34 surface MAM 14.391496 clt nino34 surface JJA 18.250008 clt nino34 surface SON 13.2544 clt nino34 surface DJF 9.539262 +clt nino34 surface year 12.9163065 clt southmid surface MAM 6.0553894 clt southmid surface JJA 4.3125305 clt southmid surface SON 5.7970595 clt southmid surface DJF 7.0640893 +clt southmid surface year 5.288676 clt antarctic surface MAM 26.764185 clt antarctic surface JJA 30.261984 clt antarctic surface SON 24.004568 clt antarctic surface DJF 15.632751 +clt antarctic surface year 23.629374 pr Atlantic_Basin surface MAM 6.306871e-06 pr Atlantic_Basin surface JJA 9.0341055e-06 pr Atlantic_Basin surface SON 6.2854588e-06 pr Atlantic_Basin surface DJF 7.111909e-06 +pr Atlantic_Basin surface year 5.5172623e-06 pr Pacific_Basin surface MAM 1.2629228e-05 pr Pacific_Basin surface JJA 1.2734577e-05 pr Pacific_Basin surface SON 1.0930499e-05 pr Pacific_Basin surface DJF 1.1836255e-05 +pr Pacific_Basin surface year 9.167923e-06 pr Indian_Basin surface MAM 1.2975592e-05 pr Indian_Basin surface JJA 1.2075359e-05 pr Indian_Basin surface SON 1.3810442e-05 pr Indian_Basin surface DJF 1.6470376e-05 +pr Indian_Basin surface year 1.0445543e-05 pr Arctic_Basin surface MAM 2.4967578e-06 pr Arctic_Basin surface JJA 2.0131627e-06 pr Arctic_Basin surface SON 3.693148e-06 pr Arctic_Basin surface DJF 2.517991e-06 +pr Arctic_Basin surface year 2.4818462e-06 pr Southern_Ocean_Basin surface MAM 5.1624866e-06 pr Southern_Ocean_Basin surface JJA 6.1243504e-06 pr Southern_Ocean_Basin surface SON 4.4755734e-06 pr Southern_Ocean_Basin surface DJF 2.7138044e-06 +pr Southern_Ocean_Basin surface year 3.7168888e-06 pr Mediterranean_Basin surface MAM 5.3400336e-06 pr Mediterranean_Basin surface JJA 4.941431e-06 pr Mediterranean_Basin surface SON 5.0640815e-06 pr Mediterranean_Basin surface DJF 5.501026e-06 +pr Mediterranean_Basin surface year 4.5951583e-06 pr Asia surface MAM 7.754079e-06 pr Asia surface JJA 1.1482347e-05 pr Asia surface SON 6.7959704e-06 pr Asia surface DJF 5.6030544e-06 +pr Asia surface year 7.0026804e-06 pr North_America surface MAM 4.854614e-06 pr North_America surface JJA 6.696259e-06 pr North_America surface SON 6.2887957e-06 pr North_America surface DJF 5.5782025e-06 +pr North_America surface year 5.10222e-06 pr Europe surface MAM 3.1793763e-06 pr Europe surface JJA 6.441961e-06 pr Europe surface SON 4.5064066e-06 pr Europe surface DJF 4.9282294e-06 +pr Europe surface year 4.2540305e-06 pr Africa surface MAM 8.554483e-06 pr Africa surface JJA 7.001187e-06 pr Africa surface SON 7.2003622e-06 pr Africa surface DJF 8.704702e-06 +pr Africa surface year 5.9212216e-06 pr South_America surface MAM 1.8401019e-05 pr South_America surface JJA 1.5037922e-05 pr South_America surface SON 1.4464578e-05 pr South_America surface DJF 2.0974436e-05 +pr South_America surface year 1.454814e-05 pr Oceania surface MAM 3.486371e-06 pr Oceania surface JJA 8.9619925e-06 pr Oceania surface SON 7.614208e-06 pr Oceania surface DJF 4.5116813e-06 +pr Oceania surface year 4.4743733e-06 pr Australia surface MAM 6.5936642e-06 pr Australia surface JJA 2.85313e-06 pr Australia surface SON 2.8366755e-06 pr Australia surface DJF 1.12929365e-05 +pr Australia surface year 5.303073e-06 pr Antarctica surface MAM 1.8646194e-06 pr Antarctica surface JJA 2.6469995e-06 pr Antarctica surface SON 2.1794995e-06 pr Antarctica surface DJF 1.0669233e-06 +pr Antarctica surface year 1.6281112e-06 pr glob surface MAM 7.5437874e-06 pr glob surface JJA 8.336143e-06 pr glob surface SON 7.0586775e-06 pr glob surface DJF 7.1810077e-06 +pr glob surface year 6.002132e-06 pr arctic surface MAM 2.8397856e-06 pr arctic surface JJA 3.3448498e-06 pr arctic surface SON 4.6165933e-06 pr arctic surface DJF 3.6363465e-06 +pr arctic surface year 3.3197314e-06 pr northmid surface MAM 4.947844e-06 pr northmid surface JJA 6.2788476e-06 pr northmid surface SON 4.613503e-06 pr northmid surface DJF 6.488698e-06 +pr northmid surface year 4.3357936e-06 pr tropics surface MAM 1.41893015e-05 pr tropics surface JJA 1.4488728e-05 pr tropics surface SON 1.2667953e-05 pr tropics surface DJF 1.3769715e-05 +pr tropics surface year 1.0843273e-05 pr innertropics surface MAM 1.9903591e-05 pr innertropics surface JJA 2.002931e-05 pr innertropics surface SON 1.7887187e-05 pr innertropics surface DJF 1.9025789e-05 +pr innertropics surface year 1.50605865e-05 pr nino34 surface MAM 1.841928e-05 pr nino34 surface JJA 2.5387302e-05 pr nino34 surface SON 5.5723963e-06 pr nino34 surface DJF 8.056571e-06 +pr nino34 surface year 1.0327174e-05 pr southmid surface MAM 5.235346e-06 pr southmid surface JJA 6.911045e-06 pr southmid surface SON 4.307226e-06 pr southmid surface DJF 3.5939404e-06 +pr southmid surface year 3.7012687e-06 pr antarctic surface MAM 3.7528441e-06 pr antarctic surface JJA 4.705701e-06 pr antarctic surface SON 3.6679473e-06 pr antarctic surface DJF 1.7450733e-06 +pr antarctic surface year 3.0352192e-06 rlut Atlantic_Basin surface MAM 4.5116973 rlut Atlantic_Basin surface JJA 4.128487 rlut Atlantic_Basin surface SON 4.068441 rlut Atlantic_Basin surface DJF 5.2631283 +rlut Atlantic_Basin surface year 2.948211 rlut Pacific_Basin surface MAM 6.8166656 rlut Pacific_Basin surface JJA 5.759999 rlut Pacific_Basin surface SON 4.336772 rlut Pacific_Basin surface DJF 5.1913958 +rlut Pacific_Basin surface year 3.495758 rlut Indian_Basin surface MAM 9.127412 rlut Indian_Basin surface JJA 8.072303 rlut Indian_Basin surface SON 7.719922 rlut Indian_Basin surface DJF 10.644675 +rlut Indian_Basin surface year 6.2519484 rlut Arctic_Basin surface MAM 4.015132 rlut Arctic_Basin surface JJA 3.0306396 rlut Arctic_Basin surface SON 11.413018 rlut Arctic_Basin surface DJF 3.3241816 +rlut Arctic_Basin surface year 3.225899 rlut Southern_Ocean_Basin surface MAM 3.245729 rlut Southern_Ocean_Basin surface JJA 7.5812063 rlut Southern_Ocean_Basin surface SON 4.3190336 rlut Southern_Ocean_Basin surface DJF 3.537117 +rlut Southern_Ocean_Basin surface year 3.0607607 rlut Mediterranean_Basin surface MAM 1.9686956 rlut Mediterranean_Basin surface JJA 2.8053536 rlut Mediterranean_Basin surface SON 2.3489978 rlut Mediterranean_Basin surface DJF 1.1875033 +rlut Mediterranean_Basin surface year 1.8723866 rlut Asia surface MAM 6.0700955 rlut Asia surface JJA 5.8552966 rlut Asia surface SON 3.6477225 rlut Asia surface DJF 4.19621 +rlut Asia surface year 2.563259 rlut North_America surface MAM 3.6237571 rlut North_America surface JJA 4.6258106 rlut North_America surface SON 4.8306017 rlut North_America surface DJF 2.2849197 +rlut North_America surface year 2.3942425 rlut Europe surface MAM 2.3126268 rlut Europe surface JJA 2.7597117 rlut Europe surface SON 2.4414139 rlut Europe surface DJF 4.259333 +rlut Europe surface year 2.0508816 rlut Africa surface MAM 7.1964645 rlut Africa surface JJA 6.9998503 rlut Africa surface SON 4.3594456 rlut Africa surface DJF 7.661624 +rlut Africa surface year 4.046838 rlut South_America surface MAM 7.24628 rlut South_America surface JJA 10.651649 rlut South_America surface SON 11.442309 rlut South_America surface DJF 9.1023655 +rlut South_America surface year 7.469642 rlut Oceania surface MAM 2.2868333 rlut Oceania surface JJA 5.3861613 rlut Oceania surface SON 3.589232 rlut Oceania surface DJF 6.4651017 +rlut Oceania surface year 2.547817 rlut Australia surface MAM 4.3460875 rlut Australia surface JJA 2.9758167 rlut Australia surface SON 4.6779933 rlut Australia surface DJF 5.7716455 +rlut Australia surface year 3.7419703 rlut Antarctica surface MAM 3.2281327 rlut Antarctica surface JJA 3.762124 rlut Antarctica surface SON 7.9756737 rlut Antarctica surface DJF 5.4192357 +rlut Antarctica surface year 2.7819135 rlut glob surface MAM 5.09461 rlut glob surface JJA 5.641102 rlut glob surface SON 5.5487504 rlut glob surface DJF 5.0033555 +rlut glob surface year 3.4207718 rlut arctic surface MAM 3.806788 rlut arctic surface JJA 2.7763813 rlut arctic surface SON 8.479689 rlut arctic surface DJF 3.609861 +rlut arctic surface year 2.602982 rlut northmid surface MAM 3.0890203 rlut northmid surface JJA 3.3727212 rlut northmid surface SON 2.7803407 rlut northmid surface DJF 3.9583771 +rlut northmid surface year 2.3113034 rlut tropics surface MAM 8.621935 rlut tropics surface JJA 7.8777556 rlut tropics surface SON 5.960504 rlut tropics surface DJF 7.2700634 +rlut tropics surface year 4.839313 rlut innertropics surface MAM 11.354449 rlut innertropics surface JJA 9.484536 rlut innertropics surface SON 7.779037 rlut innertropics surface DJF 9.415788 +rlut innertropics surface year 6.392538 rlut nino34 surface MAM 11.546496 rlut nino34 surface JJA 15.310525 rlut nino34 surface SON 5.689889 rlut nino34 surface DJF 3.0956712 +rlut nino34 surface year 7.0324025 rlut southmid surface MAM 2.724671 rlut southmid surface JJA 8.480895 rlut southmid surface SON 3.9047186 rlut southmid surface DJF 3.3582678 +rlut southmid surface year 3.1298926 rlut antarctic surface MAM 3.813989 rlut antarctic surface JJA 3.5784671 rlut antarctic surface SON 6.6200423 rlut antarctic surface DJF 4.72341 +rlut antarctic surface year 2.8226728 ua Atlantic_Basin 300hPa MAM 1.689401 ua Atlantic_Basin 300hPa JJA 2.0822818 ua Atlantic_Basin 300hPa SON 1.6800165 ua Atlantic_Basin 300hPa DJF 1.9980127 +ua Atlantic_Basin 300hPa year 1.4606414 ua Pacific_Basin 300hPa MAM 2.9995549 ua Pacific_Basin 300hPa JJA 3.1084793 ua Pacific_Basin 300hPa SON 2.1880047 ua Pacific_Basin 300hPa DJF 2.165443 +ua Pacific_Basin 300hPa year 2.2891078 ua Indian_Basin 300hPa MAM 3.6186538 ua Indian_Basin 300hPa JJA 3.5504565 ua Indian_Basin 300hPa SON 2.2146235 ua Indian_Basin 300hPa DJF 1.8711338 +ua Indian_Basin 300hPa year 2.5471954 ua Arctic_Basin 300hPa MAM 0.48865488 ua Arctic_Basin 300hPa JJA 1.5038918 ua Arctic_Basin 300hPa SON 1.978854 ua Arctic_Basin 300hPa DJF 1.0440122 +ua Arctic_Basin 300hPa year 0.9616574 ua Southern_Ocean_Basin 300hPa MAM 1.7951273 ua Southern_Ocean_Basin 300hPa JJA 1.5918282 ua Southern_Ocean_Basin 300hPa SON 1.7966686 ua Southern_Ocean_Basin 300hPa DJF 1.8479896 +ua Southern_Ocean_Basin 300hPa year 1.4647894 ua Mediterranean_Basin 300hPa MAM 2.2971563 ua Mediterranean_Basin 300hPa JJA 1.1249493 ua Mediterranean_Basin 300hPa SON 1.5173588 ua Mediterranean_Basin 300hPa DJF 2.3230326 +ua Mediterranean_Basin 300hPa year 1.4749011 ua Asia 300hPa MAM 2.0744455 ua Asia 300hPa JJA 1.5425662 ua Asia 300hPa SON 1.5978862 ua Asia 300hPa DJF 1.6434275 +ua Asia 300hPa year 1.2883799 ua North_America 300hPa MAM 1.2571838 ua North_America 300hPa JJA 1.7854316 ua North_America 300hPa SON 2.009598 ua North_America 300hPa DJF 2.2279556 +ua North_America 300hPa year 1.5568397 ua Europe 300hPa MAM 0.6913916 ua Europe 300hPa JJA 1.1795706 ua Europe 300hPa SON 0.89526814 ua Europe 300hPa DJF 1.7550592 +ua Europe 300hPa year 0.867752 ua Africa 300hPa MAM 2.8298776 ua Africa 300hPa JJA 2.6908975 ua Africa 300hPa SON 1.140211 ua Africa 300hPa DJF 2.5058863 +ua Africa 300hPa year 1.9773259 ua South_America 300hPa MAM 1.4558234 ua South_America 300hPa JJA 2.81154 ua South_America 300hPa SON 1.2583777 ua South_America 300hPa DJF 0.79019606 +ua South_America 300hPa year 1.33075 ua Oceania 300hPa MAM 2.530765 ua Oceania 300hPa JJA 2.3557475 ua Oceania 300hPa SON 3.2580054 ua Oceania 300hPa DJF 1.9952492 +ua Oceania 300hPa year 2.4572628 ua Australia 300hPa MAM 1.124996 ua Australia 300hPa JJA 2.6250412 ua Australia 300hPa SON 1.6231163 ua Australia 300hPa DJF 0.6457866 +ua Australia 300hPa year 0.80226874 ua Antarctica 300hPa MAM 1.1029875 ua Antarctica 300hPa JJA 1.061786 ua Antarctica 300hPa SON 1.1008593 ua Antarctica 300hPa DJF 1.0877045 +ua Antarctica 300hPa year 0.82990295 ua glob 300hPa MAM 2.0031455 ua glob 300hPa JJA 2.1272366 ua glob 300hPa SON 1.7758338 ua glob 300hPa DJF 1.7989159 +ua glob 300hPa year 1.6007704 ua arctic 300hPa MAM 0.6232945 ua arctic 300hPa JJA 1.5433112 ua arctic 300hPa SON 2.0567794 ua arctic 300hPa DJF 1.2498089 +ua arctic 300hPa year 1.1239531 ua northmid 300hPa MAM 1.8535362 ua northmid 300hPa JJA 1.8406223 ua northmid 300hPa SON 1.6068114 ua northmid 300hPa DJF 2.4082665 +ua northmid 300hPa year 1.5480813 ua tropics 300hPa MAM 3.1171408 ua tropics 300hPa JJA 3.1696434 ua tropics 300hPa SON 1.7953538 ua tropics 300hPa DJF 1.8831887 +ua tropics 300hPa year 2.1318932 ua innertropics 300hPa MAM 3.2269924 ua innertropics 300hPa JJA 3.1036425 ua innertropics 300hPa SON 1.6691401 ua innertropics 300hPa DJF 1.9234033 +ua innertropics 300hPa year 2.1759708 ua nino34 300hPa MAM 1.7963436 ua nino34 300hPa JJA 1.8428662 ua nino34 300hPa SON 0.8743994 ua nino34 300hPa DJF 1.8841106 +ua nino34 300hPa year 0.6899946 ua southmid 300hPa MAM 1.8639987 ua southmid 300hPa JJA 1.7247524 ua southmid 300hPa SON 2.2045925 ua southmid 300hPa DJF 2.0102758 +ua southmid 300hPa year 1.6641802 ua antarctic 300hPa MAM 1.451396 ua antarctic 300hPa JJA 1.3127571 ua antarctic 300hPa SON 1.1737093 ua antarctic 300hPa DJF 1.2794305 +ua antarctic 300hPa year 1.0059968 zg Atlantic_Basin 500hPa MAM 44.205704 zg Atlantic_Basin 500hPa JJA 62.193417 zg Atlantic_Basin 500hPa SON 55.524532 zg Atlantic_Basin 500hPa DJF 47.711044 +zg Atlantic_Basin 500hPa year 52.40657 zg Pacific_Basin 500hPa MAM 43.263336 zg Pacific_Basin 500hPa JJA 54.08068 zg Pacific_Basin 500hPa SON 49.410397 zg Pacific_Basin 500hPa DJF 43.66329 +zg Pacific_Basin 500hPa year 47.549244 zg Indian_Basin 500hPa MAM 44.158516 zg Indian_Basin 500hPa JJA 49.802338 zg Indian_Basin 500hPa SON 50.470615 zg Indian_Basin 500hPa DJF 44.507454 +zg Indian_Basin 500hPa year 47.234734 zg Arctic_Basin 500hPa MAM 73.76174 zg Arctic_Basin 500hPa JJA 124.13267 zg Arctic_Basin 500hPa SON 124.95885 zg Arctic_Basin 500hPa DJF 86.41486 +zg Arctic_Basin 500hPa year 102.31703 zg Southern_Ocean_Basin 500hPa MAM 47.58539 zg Southern_Ocean_Basin 500hPa JJA 35.97066 zg Southern_Ocean_Basin 500hPa SON 24.487652 zg Southern_Ocean_Basin 500hPa DJF 42.402218 +zg Southern_Ocean_Basin 500hPa year 35.67413 zg Mediterranean_Basin 500hPa MAM 43.52425 zg Mediterranean_Basin 500hPa JJA 73.70265 zg Mediterranean_Basin 500hPa SON 57.278236 zg Mediterranean_Basin 500hPa DJF 63.864986 +zg Mediterranean_Basin 500hPa year 59.592518 zg Asia 500hPa MAM 52.094837 zg Asia 500hPa JJA 64.50075 zg Asia 500hPa SON 62.95893 zg Asia 500hPa DJF 52.62819 +zg Asia 500hPa year 58.04567 zg North_America 500hPa MAM 51.953022 zg North_America 500hPa JJA 83.70267 zg North_America 500hPa SON 73.639 zg North_America 500hPa DJF 54.53549 +zg North_America 500hPa year 65.95755 zg Europe 500hPa MAM 58.642284 zg Europe 500hPa JJA 70.81598 zg Europe 500hPa SON 64.567314 zg Europe 500hPa DJF 37.567253 +zg Europe 500hPa year 57.84758 zg Africa 500hPa MAM 29.525555 zg Africa 500hPa JJA 46.13347 zg Africa 500hPa SON 41.01942 zg Africa 500hPa DJF 34.403645 +zg Africa 500hPa year 37.768696 zg South_America 500hPa MAM 35.726692 zg South_America 500hPa JJA 40.32509 zg South_America 500hPa SON 41.917168 zg South_America 500hPa DJF 37.137928 +zg South_America 500hPa year 38.729637 zg Oceania 500hPa MAM 54.798473 zg Oceania 500hPa JJA 48.484375 zg Oceania 500hPa SON 63.484997 zg Oceania 500hPa DJF 63.409313 +zg Oceania 500hPa year 57.544212 zg Australia 500hPa MAM 39.460327 zg Australia 500hPa JJA 37.29474 zg Australia 500hPa SON 52.96306 zg Australia 500hPa DJF 39.069115 +zg Australia 500hPa year 42.196842 zg Antarctica 500hPa MAM 48.271954 zg Antarctica 500hPa JJA 32.87153 zg Antarctica 500hPa SON 20.47454 zg Antarctica 500hPa DJF 14.524453 +zg Antarctica 500hPa year 19.878115 zg glob 500hPa MAM 47.87237 zg glob 500hPa JJA 57.23066 zg glob 500hPa SON 51.18802 zg glob 500hPa DJF 45.497765 +zg glob 500hPa year 49.314796 zg arctic 500hPa MAM 69.99642 zg arctic 500hPa JJA 109.52801 zg arctic 500hPa SON 107.36961 zg arctic 500hPa DJF 79.085045 +zg arctic 500hPa year 91.49096 zg northmid 500hPa MAM 46.756184 zg northmid 500hPa JJA 65.98112 zg northmid 500hPa SON 54.555054 zg northmid 500hPa DJF 41.408443 +zg northmid 500hPa year 52.11241 zg tropics 500hPa MAM 38.857708 zg tropics 500hPa JJA 51.174534 zg tropics 500hPa SON 47.25915 zg tropics 500hPa DJF 40.797264 +zg tropics 500hPa year 44.52216 zg innertropics 500hPa MAM 43.20003 zg innertropics 500hPa JJA 55.125244 zg innertropics 500hPa SON 48.956577 zg innertropics 500hPa DJF 42.198975 +zg innertropics 500hPa year 47.37021 zg nino34 500hPa MAM 46.218967 zg nino34 500hPa JJA 58.00499 zg nino34 500hPa SON 50.869934 zg nino34 500hPa DJF 47.808456 +zg nino34 500hPa year 50.72558 zg southmid 500hPa MAM 46.464592 zg southmid 500hPa JJA 30.297077 zg southmid 500hPa SON 36.76045 zg southmid 500hPa DJF 54.33235 +zg southmid 500hPa year 40.672707 zg antarctic 500hPa MAM 48.287468 zg antarctic 500hPa JJA 38.031185 zg antarctic 500hPa SON 15.846473 zg antarctic 500hPa DJF 17.657152 +zg antarctic 500hPa year 24.341717 zos Atlantic_Basin surface MAM 0.034616422 zos Atlantic_Basin surface JJA 0.033958923 zos Atlantic_Basin surface SON 0.035476193 zos Atlantic_Basin surface DJF 0.033630583 +zos Atlantic_Basin surface year 0.03355271 zos Pacific_Basin surface MAM 0.03276091 zos Pacific_Basin surface JJA 0.03103751 zos Pacific_Basin surface SON 0.030262543 zos Pacific_Basin surface DJF 0.029598564 +zos Pacific_Basin surface year 0.030210365 zos Indian_Basin surface MAM 0.04946834 zos Indian_Basin surface JJA 0.04727945 zos Indian_Basin surface SON 0.05163179 zos Indian_Basin surface DJF 0.048886597 +zos Indian_Basin surface year 0.04898742 zos Arctic_Basin surface MAM 0.01913695 zos Arctic_Basin surface JJA 0.018709952 zos Arctic_Basin surface SON 0.022384083 zos Arctic_Basin surface DJF 0.02350782 +zos Arctic_Basin surface year 0.019947141 zos Southern_Ocean_Basin surface MAM 0.040566497 zos Southern_Ocean_Basin surface JJA 0.040960602 zos Southern_Ocean_Basin surface SON 0.042299934 zos Southern_Ocean_Basin surface DJF 0.0397802 +zos Southern_Ocean_Basin surface year 0.03811848 zos Mediterranean_Basin surface MAM 0.024856579 zos Mediterranean_Basin surface JJA 0.01519804 zos Mediterranean_Basin surface SON 0.01133172 zos Mediterranean_Basin surface DJF 0.010438025 +zos Mediterranean_Basin surface year 0.013301027 zos Asia surface MAM 0.0060508503 zos Asia surface JJA 0.02093179 zos Asia surface SON 0.03378054 zos Asia surface DJF 0.0113404235 +zos Asia surface year 0.027623584 zos North_America surface MAM 0.0023096502 zos North_America surface JJA nan zos North_America surface SON nan zos North_America surface DJF nan +zos North_America surface year 2.9038638e-05 zos Europe surface MAM 0.020336969 zos Europe surface JJA 0.012677267 zos Europe surface SON 0.005305318 zos Europe surface DJF 0.012648726 +zos Europe surface year 0.010346213 zos Africa surface MAM nan zos Africa surface JJA nan zos Africa surface SON nan zos Africa surface DJF nan +zos Africa surface year nan zos South_America surface MAM nan zos South_America surface JJA nan zos South_America surface SON nan zos South_America surface DJF nan +zos South_America surface year nan zos Oceania surface MAM nan zos Oceania surface JJA nan zos Oceania surface SON nan zos Oceania surface DJF nan +zos Oceania surface year nan zos Australia surface MAM 0.034811303 zos Australia surface JJA 0.02012673 zos Australia surface SON 0.020384144 zos Australia surface DJF 0.021124776 +zos Australia surface year 0.024161737 zos Antarctica surface MAM 0.00073909014 zos Antarctica surface JJA 0.011238981 zos Antarctica surface SON 0.016202029 zos Antarctica surface DJF 0.008360039 +zos Antarctica surface year 0.009110035 zos glob surface MAM 0.037214857 zos glob surface JJA 0.035233263 zos glob surface SON 0.036280952 zos glob surface DJF 0.03551887 +zos glob surface year 0.034487184 zos arctic surface MAM 0.019758234 zos arctic surface JJA 0.017970327 zos arctic surface SON 0.021677004 zos arctic surface DJF 0.019921599 +zos arctic surface year 0.019216802 zos northmid surface MAM 0.043154944 zos northmid surface JJA 0.04353518 zos northmid surface SON 0.04627398 zos northmid surface DJF 0.04035662 +zos northmid surface year 0.04278898 zos tropics surface MAM 0.031092983 zos tropics surface JJA 0.030018076 zos tropics surface SON 0.029658271 zos tropics surface DJF 0.029277459 +zos tropics surface year 0.029275246 zos innertropics surface MAM 0.024733288 zos innertropics surface JJA 0.023278639 zos innertropics surface SON 0.022363523 zos innertropics surface DJF 0.02300131 +zos innertropics surface year 0.02214515 zos nino34 surface MAM 0.03938322 zos nino34 surface JJA 0.028298358 zos nino34 surface SON 0.023814706 zos nino34 surface DJF 0.03487656 +zos nino34 surface year 0.031600084 zos southmid surface MAM 0.054619186 zos southmid surface JJA 0.049466856 zos southmid surface SON 0.05029194 zos southmid surface DJF 0.052696772 +zos southmid surface year 0.051459078 zos antarctic surface MAM 0.015316147 zos antarctic surface JJA 0.018922027 zos antarctic surface SON 0.021539174 zos antarctic surface DJF 0.015981758 +zos antarctic surface year 0.01454477 tos Atlantic_Basin surface MAM 0.19507332 tos Atlantic_Basin surface JJA 0.3513809 tos Atlantic_Basin surface SON 0.2667172 tos Atlantic_Basin surface DJF 0.18035069 +tos Atlantic_Basin surface year 0.20170747 tos Pacific_Basin surface MAM 0.13904963 tos Pacific_Basin surface JJA 0.14668521 tos Pacific_Basin surface SON 0.13879877 tos Pacific_Basin surface DJF 0.14737058 +tos Pacific_Basin surface year 0.1102464 tos Indian_Basin surface MAM 0.14012434 tos Indian_Basin surface JJA 0.15033393 tos Indian_Basin surface SON 0.17630486 tos Indian_Basin surface DJF 0.119308025 +tos Indian_Basin surface year 0.11005271 tos Arctic_Basin surface MAM 0.069113605 tos Arctic_Basin surface JJA 1.2230369 tos Arctic_Basin surface SON 0.8448042 tos Arctic_Basin surface DJF 0.12168434 +tos Arctic_Basin surface year 0.5273409 tos Southern_Ocean_Basin surface MAM 0.31787175 tos Southern_Ocean_Basin surface JJA 0.16215338 tos Southern_Ocean_Basin surface SON 0.15715516 tos Southern_Ocean_Basin surface DJF 0.508957 +tos Southern_Ocean_Basin surface year 0.23357122 tos Mediterranean_Basin surface MAM 0.10109103 tos Mediterranean_Basin surface JJA 0.1755032 tos Mediterranean_Basin surface SON 0.1522287 tos Mediterranean_Basin surface DJF 0.2669472 +tos Mediterranean_Basin surface year 0.13045391 tos Asia surface MAM 0.29297447 tos Asia surface JJA 0.34271666 tos Asia surface SON 0.23105355 tos Asia surface DJF 0.65296906 +tos Asia surface year 0.27894968 tos North_America surface MAM 0.31759182 tos North_America surface JJA 0.81670153 tos North_America surface SON 0.5014491 tos North_America surface DJF 0.50322086 +tos North_America surface year 0.4907342 tos Europe surface MAM 0.9670539 tos Europe surface JJA 0.5018587 tos Europe surface SON 0.4080886 tos Europe surface DJF 0.71683294 +tos Europe surface year 0.25893793 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM 0.19301 tos South_America surface JJA 0.013904721 tos South_America surface SON 0.13634989 tos South_America surface DJF 0.05556169 +tos South_America surface year 0.09970656 tos Oceania surface MAM nan tos Oceania surface JJA nan tos Oceania surface SON nan tos Oceania surface DJF nan +tos Oceania surface year nan tos Australia surface MAM 0.16543937 tos Australia surface JJA 0.15879166 tos Australia surface SON 0.033662826 tos Australia surface DJF 0.4118907 +tos Australia surface year 0.18256634 tos Antarctica surface MAM 0.532136 tos Antarctica surface JJA 0.5603028 tos Antarctica surface SON 0.6898862 tos Antarctica surface DJF 0.66020954 +tos Antarctica surface year 0.6106336 tos glob surface MAM 0.19149837 tos glob surface JJA 0.31114632 tos glob surface SON 0.25114912 tos glob surface DJF 0.24933453 +tos glob surface year 0.20895417 tos arctic surface MAM 0.11369298 tos arctic surface JJA 1.1983917 tos arctic surface SON 0.8176879 tos arctic surface DJF 0.15031742 +tos arctic surface year 0.5198395 tos northmid surface MAM 0.17502624 tos northmid surface JJA 0.26550514 tos northmid surface SON 0.26343465 tos northmid surface DJF 0.1816275 +tos northmid surface year 0.16979176 tos tropics surface MAM 0.14282753 tos tropics surface JJA 0.1340941 tos tropics surface SON 0.12652048 tos tropics surface DJF 0.138054 +tos tropics surface year 0.1043749 tos innertropics surface MAM 0.15713216 tos innertropics surface JJA 0.15509894 tos innertropics surface SON 0.13671651 tos innertropics surface DJF 0.14575063 +tos innertropics surface year 0.11671778 tos nino34 surface MAM 0.3564609 tos nino34 surface JJA 0.3158727 tos nino34 surface SON 0.14580843 tos nino34 surface DJF 0.2292998 +tos nino34 surface year 0.2581474 tos southmid surface MAM 0.19994463 tos southmid surface JJA 0.1545951 tos southmid surface SON 0.15546022 tos southmid surface DJF 0.243983 +tos southmid surface year 0.14072601 tos antarctic surface MAM 0.53895724 tos antarctic surface JJA 0.16113111 tos antarctic surface SON 0.13477305 tos antarctic surface DJF 0.9906881 +tos antarctic surface year 0.41441286 thetao Atlantic_Basin 10m MAM 1.0803066 thetao Atlantic_Basin 10m JJA 0.919583 thetao Atlantic_Basin 10m SON 0.8958523 thetao Atlantic_Basin 10m DJF 0.92383987 +thetao Atlantic_Basin 10m year 0.77395886 thetao Atlantic_Basin 100m MAM 1.2100418 thetao Atlantic_Basin 100m JJA 1.1824692 thetao Atlantic_Basin 100m SON 1.1561557 thetao Atlantic_Basin 100m DJF 1.1630918 +thetao Atlantic_Basin 100m year 1.1206218 thetao Atlantic_Basin 1000m MAM 3.2833085 thetao Atlantic_Basin 1000m JJA 3.2937448 thetao Atlantic_Basin 1000m SON 3.2991664 thetao Atlantic_Basin 1000m DJF 3.271816 +thetao Atlantic_Basin 1000m year 3.2868397 thetao Pacific_Basin 10m MAM 0.8268226 thetao Pacific_Basin 10m JJA 0.98278034 thetao Pacific_Basin 10m SON 0.87183505 thetao Pacific_Basin 10m DJF 0.8358266 +thetao Pacific_Basin 10m year 0.8293877 thetao Pacific_Basin 100m MAM 1.1363698 thetao Pacific_Basin 100m JJA 1.2525706 thetao Pacific_Basin 100m SON 1.1511655 thetao Pacific_Basin 100m DJF 1.0774132 +thetao Pacific_Basin 100m year 1.1095581 thetao Pacific_Basin 1000m MAM 1.8803574 thetao Pacific_Basin 1000m JJA 1.8881764 thetao Pacific_Basin 1000m SON 1.8855098 thetao Pacific_Basin 1000m DJF 1.880426 +thetao Pacific_Basin 1000m year 1.8836178 thetao Indian_Basin 10m MAM 0.6434468 thetao Indian_Basin 10m JJA 0.6538121 thetao Indian_Basin 10m SON 0.6184679 thetao Indian_Basin 10m DJF 0.6811651 +thetao Indian_Basin 10m year 0.5712523 thetao Indian_Basin 100m MAM 1.422375 thetao Indian_Basin 100m JJA 1.7937744 thetao Indian_Basin 100m SON 1.9541298 thetao Indian_Basin 100m DJF 1.569322 +thetao Indian_Basin 100m year 1.638126 thetao Indian_Basin 1000m MAM 1.1882468 thetao Indian_Basin 1000m JJA 1.1905296 thetao Indian_Basin 1000m SON 1.1972519 thetao Indian_Basin 1000m DJF 1.178492 +thetao Indian_Basin 1000m year 1.1874405 thetao Arctic_Basin 10m MAM 0.49671087 thetao Arctic_Basin 10m JJA 1.1583178 thetao Arctic_Basin 10m SON 1.6348903 thetao Arctic_Basin 10m DJF 0.51436806 +thetao Arctic_Basin 10m year 0.6953708 thetao Arctic_Basin 100m MAM 0.469672 thetao Arctic_Basin 100m JJA 0.4922882 thetao Arctic_Basin 100m SON 0.5061869 thetao Arctic_Basin 100m DJF 0.54678386 +thetao Arctic_Basin 100m year 0.45749825 thetao Arctic_Basin 1000m MAM 2.8562598 thetao Arctic_Basin 1000m JJA 2.8726015 thetao Arctic_Basin 1000m SON 2.8642304 thetao Arctic_Basin 1000m DJF 2.8513114 +thetao Arctic_Basin 1000m year 2.861101 thetao Southern_Ocean_Basin 10m MAM 1.7240299 thetao Southern_Ocean_Basin 10m JJA 1.1080424 thetao Southern_Ocean_Basin 10m SON 1.0771314 thetao Southern_Ocean_Basin 10m DJF 1.9441122 +thetao Southern_Ocean_Basin 10m year 1.37241 thetao Southern_Ocean_Basin 100m MAM 1.1972102 thetao Southern_Ocean_Basin 100m JJA 1.2900646 thetao Southern_Ocean_Basin 100m SON 1.161787 thetao Southern_Ocean_Basin 100m DJF 1.213842 +thetao Southern_Ocean_Basin 100m year 1.1928097 thetao Southern_Ocean_Basin 1000m MAM 1.1025602 thetao Southern_Ocean_Basin 1000m JJA 1.1039908 thetao Southern_Ocean_Basin 1000m SON 1.095183 thetao Southern_Ocean_Basin 1000m DJF 1.0935607 +thetao Southern_Ocean_Basin 1000m year 1.098681 thetao Mediterranean_Basin 10m MAM 0.43936673 thetao Mediterranean_Basin 10m JJA 1.2016511 thetao Mediterranean_Basin 10m SON 0.67885906 thetao Mediterranean_Basin 10m DJF 0.4775748 +thetao Mediterranean_Basin 10m year 0.65780497 thetao Mediterranean_Basin 100m MAM 0.50774646 thetao Mediterranean_Basin 100m JJA 0.38469172 thetao Mediterranean_Basin 100m SON 0.4068459 thetao Mediterranean_Basin 100m DJF 0.48209503 +thetao Mediterranean_Basin 100m year 0.41662765 thetao Mediterranean_Basin 1000m MAM 0.49993363 thetao Mediterranean_Basin 1000m JJA 0.5037203 thetao Mediterranean_Basin 1000m SON 0.5066665 thetao Mediterranean_Basin 1000m DJF 0.50397044 +thetao Mediterranean_Basin 1000m year 0.50357133 thetao Asia 10m MAM 1.794295 thetao Asia 10m JJA 1.9823698 thetao Asia 10m SON 3.0724828 thetao Asia 10m DJF 2.3050754 +thetao Asia 10m year 1.4260838 thetao Asia 100m MAM 0.9178359 thetao Asia 100m JJA 1.3238308 thetao Asia 100m SON 1.0349196 thetao Asia 100m DJF 0.6590185 +thetao Asia 100m year 0.64928406 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.1883986 thetao North_America 10m JJA 1.3065428 thetao North_America 10m SON 1.4989028 thetao North_America 10m DJF 1.0731385 +thetao North_America 10m year 0.80273557 thetao North_America 100m MAM 0.45964167 thetao North_America 100m JJA 0.40435347 thetao North_America 100m SON 0.47243991 thetao North_America 100m DJF 0.58554244 +thetao North_America 100m year 0.48050472 thetao North_America 1000m MAM nan thetao North_America 1000m JJA nan thetao North_America 1000m SON nan thetao North_America 1000m DJF nan +thetao North_America 1000m year nan thetao Europe 10m MAM 1.0311606 thetao Europe 10m JJA 1.6958895 thetao Europe 10m SON 1.6656251 thetao Europe 10m DJF 2.1921449 +thetao Europe 10m year 0.88101864 thetao Europe 100m MAM 0.72890806 thetao Europe 100m JJA 0.76499414 thetao Europe 100m SON 0.91682005 thetao Europe 100m DJF 0.6904731 +thetao Europe 100m year 0.77529144 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 0.7160487 thetao South_America 10m JJA 0.6246748 thetao South_America 10m SON 0.6205926 thetao South_America 10m DJF 1.019454 +thetao South_America 10m year 0.54315853 thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 0.22427177 thetao Australia 10m JJA 0.7074261 thetao Australia 10m SON 1.1039495 thetao Australia 10m DJF 0.21612167 +thetao Australia 10m year 0.34754372 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 3.0853865 thetao Antarctica 10m JJA 1.3392656 thetao Antarctica 10m SON 1.2459706 thetao Antarctica 10m DJF 3.7428555 +thetao Antarctica 10m year 2.3533697 thetao Antarctica 100m MAM 0.6254094 thetao Antarctica 100m JJA 1.2707345 thetao Antarctica 100m SON 0.9398385 thetao Antarctica 100m DJF 0.98608303 +thetao Antarctica 100m year 0.9555011 thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 1.0664945 thetao glob 10m JJA 0.9960998 thetao glob 10m SON 0.99801207 thetao glob 10m DJF 1.1090984 +thetao glob 10m year 0.9287487 thetao glob 100m MAM 1.123958 thetao glob 100m JJA 1.2222853 thetao glob 100m SON 1.1673106 thetao glob 100m DJF 1.1245017 +thetao glob 100m year 1.1183287 thetao glob 1000m MAM 1.8863065 thetao glob 1000m JJA 1.8927205 thetao glob 1000m SON 1.8901246 thetao glob 1000m DJF 1.8803395 +thetao glob 1000m year 1.8871733 thetao arctic 10m MAM 0.69197357 thetao arctic 10m JJA 1.1465956 thetao arctic 10m SON 1.5994092 thetao arctic 10m DJF 0.61127377 +thetao arctic 10m year 0.71312577 thetao arctic 100m MAM 0.7032219 thetao arctic 100m JJA 0.61728543 thetao arctic 100m SON 0.6120117 thetao arctic 100m DJF 0.6622932 +thetao arctic 100m year 0.5880454 thetao arctic 1000m MAM 2.9677434 thetao arctic 1000m JJA 2.984832 thetao arctic 1000m SON 2.9779825 thetao arctic 1000m DJF 2.9650257 +thetao arctic 1000m year 2.9738958 thetao northmid 10m MAM 1.4719296 thetao northmid 10m JJA 1.7228646 thetao northmid 10m SON 1.4981396 thetao northmid 10m DJF 1.365306 +thetao northmid 10m year 1.4110055 thetao northmid 100m MAM 1.4071817 thetao northmid 100m JJA 1.5077235 thetao northmid 100m SON 1.5984403 thetao northmid 100m DJF 1.4925141 +thetao northmid 100m year 1.4797227 thetao northmid 1000m MAM 2.4296744 thetao northmid 1000m JJA 2.4412696 thetao northmid 1000m SON 2.4441097 thetao northmid 1000m DJF 2.4319196 +thetao northmid 1000m year 2.4364815 thetao tropics 10m MAM 0.62669164 thetao tropics 10m JJA 0.71061194 thetao tropics 10m SON 0.6307231 thetao tropics 10m DJF 0.6281054 +thetao tropics 10m year 0.5845036 thetao tropics 100m MAM 1.1959633 thetao tropics 100m JJA 1.3993607 thetao tropics 100m SON 1.354414 thetao tropics 100m DJF 1.1970621 +thetao tropics 100m year 1.2319871 thetao tropics 1000m MAM 2.0882452 thetao tropics 1000m JJA 2.096387 thetao tropics 1000m SON 2.09462 thetao tropics 1000m DJF 2.0835648 +thetao tropics 1000m year 2.090611 thetao innertropics 10m MAM 0.6581018 thetao innertropics 10m JJA 0.78412116 thetao innertropics 10m SON 0.66579473 thetao innertropics 10m DJF 0.70942914 +thetao innertropics 10m year 0.63924366 thetao innertropics 100m MAM 1.592689 thetao innertropics 100m JJA 1.8834709 thetao innertropics 100m SON 1.8468319 thetao innertropics 100m DJF 1.588809 +thetao innertropics 100m year 1.6525066 thetao innertropics 1000m MAM 2.0220826 thetao innertropics 1000m JJA 2.0245132 thetao innertropics 1000m SON 2.0250895 thetao innertropics 1000m DJF 2.0191522 +thetao innertropics 1000m year 2.0226529 thetao nino34 10m MAM 0.7279855 thetao nino34 10m JJA 0.8683368 thetao nino34 10m SON 0.1727335 thetao nino34 10m DJF 0.5530637 +thetao nino34 10m year 0.5259093 thetao nino34 100m MAM 1.8170698 thetao nino34 100m JJA 1.5953326 thetao nino34 100m SON 0.3907554 thetao nino34 100m DJF 0.9937013 +thetao nino34 100m year 1.137382 thetao nino34 1000m MAM 1.8908833 thetao nino34 1000m JJA 1.8775235 thetao nino34 1000m SON 1.8642019 thetao nino34 1000m DJF 1.8617767 +thetao nino34 1000m year 1.8735961 thetao southmid 10m MAM 1.4574456 thetao southmid 10m JJA 1.0848368 thetao southmid 10m SON 1.1279571 thetao southmid 10m DJF 1.5922612 +thetao southmid 10m year 1.2498798 thetao southmid 100m MAM 1.230074 thetao southmid 100m JJA 1.2372141 thetao southmid 100m SON 1.1910044 thetao southmid 100m DJF 1.2421255 +thetao southmid 100m year 1.2018908 thetao southmid 1000m MAM 1.3108003 thetao southmid 1000m JJA 1.3140295 thetao southmid 1000m SON 1.3042411 thetao southmid 1000m DJF 1.2944163 +thetao southmid 1000m year 1.3053783 thetao antarctic 10m MAM 1.8010367 thetao antarctic 10m JJA 0.69362223 thetao antarctic 10m SON 0.54002714 thetao antarctic 10m DJF 2.1864414 +thetao antarctic 10m year 1.1496508 thetao antarctic 100m MAM 0.8783593 thetao antarctic 100m JJA 0.99755883 thetao antarctic 100m SON 0.65136117 thetao antarctic 100m DJF 0.77038026 +thetao antarctic 100m year 0.7849775 thetao antarctic 1000m MAM 0.9162196 thetao antarctic 1000m JJA 0.9022932 thetao antarctic 1000m SON 0.91260177 thetao antarctic 1000m DJF 0.9191457 +thetao antarctic 1000m year 0.91253895 so Atlantic_Basin 10m MAM 0.63208336 so Atlantic_Basin 10m JJA 0.77168864 so Atlantic_Basin 10m SON 0.7219087 so Atlantic_Basin 10m DJF 0.6565072 +so Atlantic_Basin 10m year 0.6816196 so Atlantic_Basin 100m MAM 0.42741644 so Atlantic_Basin 100m JJA 0.40516204 so Atlantic_Basin 100m SON 0.38977426 so Atlantic_Basin 100m DJF 0.40430823 +so Atlantic_Basin 100m year 0.40200832 so Atlantic_Basin 1000m MAM 0.36975572 so Atlantic_Basin 1000m JJA 0.3694379 so Atlantic_Basin 1000m SON 0.3706258 so Atlantic_Basin 1000m DJF 0.369532 +so Atlantic_Basin 1000m year 0.3698231 so Pacific_Basin 10m MAM 0.31438804 so Pacific_Basin 10m JJA 0.31631097 so Pacific_Basin 10m SON 0.30925086 so Pacific_Basin 10m DJF 0.31011683 +so Pacific_Basin 10m year 0.30159622 so Pacific_Basin 100m MAM 0.22832637 so Pacific_Basin 100m JJA 0.22733238 so Pacific_Basin 100m SON 0.22347866 so Pacific_Basin 100m DJF 0.22596894 +so Pacific_Basin 100m year 0.22397205 so Pacific_Basin 1000m MAM 0.0628599 so Pacific_Basin 1000m JJA 0.06252648 so Pacific_Basin 1000m SON 0.06240313 so Pacific_Basin 1000m DJF 0.0626992 +so Pacific_Basin 1000m year 0.06257007 so Indian_Basin 10m MAM 0.2980275 so Indian_Basin 10m JJA 0.3077281 so Indian_Basin 10m SON 0.34110692 so Indian_Basin 10m DJF 0.3146856 +so Indian_Basin 10m year 0.29837233 so Indian_Basin 100m MAM 0.23398708 so Indian_Basin 100m JJA 0.2415046 so Indian_Basin 100m SON 0.2518856 so Indian_Basin 100m DJF 0.24413213 +so Indian_Basin 100m year 0.23764603 so Indian_Basin 1000m MAM 0.09183764 so Indian_Basin 1000m JJA 0.094202176 so Indian_Basin 1000m SON 0.09337372 so Indian_Basin 1000m DJF 0.09418923 +so Indian_Basin 1000m year 0.09338157 so Arctic_Basin 10m MAM 1.0193526 so Arctic_Basin 10m JJA 1.6197662 so Arctic_Basin 10m SON 1.5278336 so Arctic_Basin 10m DJF 1.2626408 +so Arctic_Basin 10m year 1.3070128 so Arctic_Basin 100m MAM 1.4996488 so Arctic_Basin 100m JJA 1.4823943 so Arctic_Basin 100m SON 1.4876014 so Arctic_Basin 100m DJF 1.3952177 +so Arctic_Basin 100m year 1.466141 so Arctic_Basin 1000m MAM 0.0423652 so Arctic_Basin 1000m JJA 0.048016146 so Arctic_Basin 1000m SON 0.048016816 so Arctic_Basin 1000m DJF 0.039017953 +so Arctic_Basin 1000m year 0.044344936 so Southern_Ocean_Basin 10m MAM 0.3347792 so Southern_Ocean_Basin 10m JJA 0.27063802 so Southern_Ocean_Basin 10m SON 0.24191351 so Southern_Ocean_Basin 10m DJF 0.34372407 +so Southern_Ocean_Basin 10m year 0.2949275 so Southern_Ocean_Basin 100m MAM 0.22455218 so Southern_Ocean_Basin 100m JJA 0.26330903 so Southern_Ocean_Basin 100m SON 0.28292763 so Southern_Ocean_Basin 100m DJF 0.25407213 +so Southern_Ocean_Basin 100m year 0.2533266 so Southern_Ocean_Basin 1000m MAM 0.053989816 so Southern_Ocean_Basin 1000m JJA 0.05311744 so Southern_Ocean_Basin 1000m SON 0.053279124 so Southern_Ocean_Basin 1000m DJF 0.05296504 +so Southern_Ocean_Basin 1000m year 0.05321389 so Mediterranean_Basin 10m MAM 2.5951715 so Mediterranean_Basin 10m JJA 2.463434 so Mediterranean_Basin 10m SON 2.4668562 so Mediterranean_Basin 10m DJF 2.6493897 +so Mediterranean_Basin 10m year 2.541728 so Mediterranean_Basin 100m MAM 2.7505429 so Mediterranean_Basin 100m JJA 2.7791975 so Mediterranean_Basin 100m SON 2.789099 so Mediterranean_Basin 100m DJF 2.7774394 +so Mediterranean_Basin 100m year 2.7740695 so Mediterranean_Basin 1000m MAM 3.1598232 so Mediterranean_Basin 1000m JJA 3.152186 so Mediterranean_Basin 1000m SON 3.1618786 so Mediterranean_Basin 1000m DJF 3.1664333 +so Mediterranean_Basin 1000m year 3.16008 so Asia 10m MAM 11.760731 so Asia 10m JJA 12.113522 so Asia 10m SON 11.761934 so Asia 10m DJF 11.494689 +so Asia 10m year 11.782719 so Asia 100m MAM 0.3817253 so Asia 100m JJA 0.4212227 so Asia 100m SON 0.38824463 so Asia 100m DJF 0.35226822 +so Asia 100m year 0.38586426 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 1.5253022 so North_America 10m JJA 1.7029438 so North_America 10m SON 1.4722297 so North_America 10m DJF 1.5864213 +so North_America 10m year 1.4041977 so North_America 100m MAM 0.59130985 so North_America 100m JJA 0.6593895 so North_America 100m SON 0.5020892 so North_America 100m DJF 0.52399826 +so North_America 100m year 0.5691967 so North_America 1000m MAM nan so North_America 1000m JJA nan so North_America 1000m SON nan so North_America 1000m DJF nan +so North_America 1000m year nan so Europe 10m MAM 11.214489 so Europe 10m JJA 11.959559 so Europe 10m SON 11.879566 so Europe 10m DJF 11.22086 +so Europe 10m year 11.56862 so Europe 100m MAM 2.4336243 so Europe 100m JJA 2.40617 so Europe 100m SON 2.3575 so Europe 100m DJF 2.46657 +so Europe 100m year 2.415966 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 0.2945156 so South_America 10m JJA 0.38365936 so South_America 10m SON 0.36561775 so South_America 10m DJF 0.036790848 +so South_America 10m year 0.25175095 so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 0.73145294 so Australia 10m JJA 0.7344971 so Australia 10m SON 0.80426407 so Australia 10m DJF 0.79162216 +so Australia 10m year 0.76545906 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.5534363 so Antarctica 10m JJA 0.5131798 so Antarctica 10m SON 0.4762802 so Antarctica 10m DJF 0.50915146 +so Antarctica 10m year 0.51301575 so Antarctica 100m MAM 0.104595184 so Antarctica 100m JJA 0.21939087 so Antarctica 100m SON 0.33392715 so Antarctica 100m DJF 0.22393417 +so Antarctica 100m year 0.22045898 so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.49471 so glob 10m JJA 0.5722788 so glob 10m SON 0.5452816 so glob 10m DJF 0.5296609 +so glob 10m year 0.5210655 so glob 100m MAM 0.40456632 so glob 100m JJA 0.41055122 so glob 100m SON 0.4136727 so glob 100m DJF 0.39860108 +so glob 100m year 0.40388373 so glob 1000m MAM 0.12144152 so glob 1000m JJA 0.12172632 so glob 1000m SON 0.121855155 so glob 1000m DJF 0.1210385 +so glob 1000m year 0.121455275 so arctic 10m MAM 1.0365782 so arctic 10m JJA 1.5825896 so arctic 10m SON 1.4689049 so arctic 10m DJF 1.2556813 +so arctic 10m year 1.2917266 so arctic 100m MAM 1.3390008 so arctic 100m JJA 1.3127866 so arctic 100m SON 1.3075638 so arctic 100m DJF 1.2466058 +so arctic 100m year 1.3010613 so arctic 1000m MAM 0.055903196 so arctic 1000m JJA 0.06104149 so arctic 1000m SON 0.06123803 so arctic 1000m DJF 0.05313537 +so arctic 1000m year 0.057821576 so northmid 10m MAM 0.9638791 so northmid 10m JJA 1.0485145 so northmid 10m SON 1.029362 so northmid 10m DJF 0.9752049 +so northmid 10m year 1.0014255 so northmid 100m MAM 0.5843858 so northmid 100m JJA 0.5521808 so northmid 100m SON 0.5393662 so northmid 100m DJF 0.568042 +so northmid 100m year 0.5591363 so northmid 1000m MAM 0.261478 so northmid 1000m JJA 0.26123887 so northmid 1000m SON 0.26178017 so northmid 1000m DJF 0.25993156 +so northmid 1000m year 0.26106283 so tropics 10m MAM 0.28783098 so tropics 10m JJA 0.30075905 so tropics 10m SON 0.2988239 so tropics 10m DJF 0.2808515 +so tropics 10m year 0.27431616 so tropics 100m MAM 0.1861084 so tropics 100m JJA 0.19473806 so tropics 100m SON 0.19600445 so tropics 100m DJF 0.18750516 +so tropics 100m year 0.18647474 so tropics 1000m MAM 0.15329683 so tropics 1000m JJA 0.15367587 so tropics 1000m SON 0.15359856 so tropics 1000m DJF 0.15381162 +so tropics 1000m year 0.15356529 so innertropics 10m MAM 0.33340237 so innertropics 10m JJA 0.34838685 so innertropics 10m SON 0.3396193 so innertropics 10m DJF 0.31896165 +so innertropics 10m year 0.30771565 so innertropics 100m MAM 0.1895303 so innertropics 100m JJA 0.19630349 so innertropics 100m SON 0.20117408 so innertropics 100m DJF 0.18873687 +so innertropics 100m year 0.18787198 so innertropics 1000m MAM 0.14090253 so innertropics 1000m JJA 0.141449 so innertropics 1000m SON 0.14110932 so innertropics 1000m DJF 0.14081204 +so innertropics 1000m year 0.14103895 so nino34 10m MAM 0.057344373 so nino34 10m JJA 0.078968875 so nino34 10m SON 0.06335681 so nino34 10m DJF 0.032206025 +so nino34 10m year 0.047261048 so nino34 100m MAM 0.073638186 so nino34 100m JJA 0.0852547 so nino34 100m SON 0.06607844 so nino34 100m DJF 0.06701349 +so nino34 100m year 0.066848055 so nino34 1000m MAM 0.049396865 so nino34 1000m JJA 0.04971517 so nino34 1000m SON 0.048216566 so nino34 1000m DJF 0.04976457 +so nino34 1000m year 0.049273457 so southmid 10m MAM 0.29141116 so southmid 10m JJA 0.27918312 so southmid 10m SON 0.2659167 so southmid 10m DJF 0.2784672 +so southmid 10m year 0.27639532 so southmid 100m MAM 0.2508159 so southmid 100m JJA 0.26924324 so southmid 100m SON 0.26611188 so southmid 100m DJF 0.25903368 +so southmid 100m year 0.25910205 so southmid 1000m MAM 0.069531046 so southmid 1000m JJA 0.06832689 so southmid 1000m SON 0.06830298 so southmid 1000m DJF 0.06936524 +so southmid 1000m year 0.06878389 so antarctic 10m MAM 0.4613014 so antarctic 10m JJA 0.2909541 so antarctic 10m SON 0.24291676 so antarctic 10m DJF 0.5394264 +so antarctic 10m year 0.37996367 so antarctic 100m MAM 0.24073637 so antarctic 100m JJA 0.2924253 so antarctic 100m SON 0.35022473 so antarctic 100m DJF 0.2947643 +so antarctic 100m year 0.29143372 so antarctic 1000m MAM 0.029734645 so antarctic 1000m JJA 0.029805964 so antarctic 1000m SON 0.030059049 so antarctic 1000m DJF 0.028754162 +so antarctic 1000m year 0.029432619 diff --git a/eval/ERA5/CMCC-CM2-SR5.csv b/eval/ERA5/CMCC-CM2-SR5.csv index f7bd19a..092e450 100644 --- a/eval/ERA5/CMCC-CM2-SR5.csv +++ b/eval/ERA5/CMCC-CM2-SR5.csv @@ -3,1583 +3,1979 @@ siconc Atlantic_Basin surface MAM 7.379721990502819 siconc Atlantic_Basin surface JJA 21.98178276887671 siconc Atlantic_Basin surface SON 30.49102175122821 siconc Atlantic_Basin surface DJF 12.206840811602882 +siconc Atlantic_Basin surface year 14.27979975872138 siconc Pacific_Basin surface MAM 20.429955103604268 siconc Pacific_Basin surface JJA 2.860616396095973 siconc Pacific_Basin surface SON 6.533358472987567 siconc Pacific_Basin surface DJF 20.68560628078094 +siconc Pacific_Basin surface year 15.71101682179807 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 8.732823766935999 siconc Arctic_Basin surface JJA 51.79449442278977 siconc Arctic_Basin surface SON 75.91709205013409 siconc Arctic_Basin surface DJF 18.66301393333999 +siconc Arctic_Basin surface year 38.11830125011182 siconc Southern_Ocean_Basin surface MAM 23.09265425567277 siconc Southern_Ocean_Basin surface JJA 14.485852613759667 siconc Southern_Ocean_Basin surface SON 13.801077475621906 siconc Southern_Ocean_Basin surface DJF 17.086085517878484 +siconc Southern_Ocean_Basin surface year 14.788006526903713 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 30.960240786291678 siconc Asia surface JJA 34.48975914001465 siconc Asia surface SON 23.80797276814779 siconc Asia surface DJF 41.84239287703611 +siconc Asia surface year 33.14525418507714 siconc North_America surface MAM 11.899122619628898 siconc North_America surface JJA 1.1686058044433594 siconc North_America surface SON 33.58237930297852 siconc North_America surface DJF 7.539028015136722 +siconc North_America surface year 3.8257086181640574 siconc Europe surface MAM 2.3699999998296795 siconc Europe surface JJA nan siconc Europe surface SON 1.32 siconc Europe surface DJF 9.0491046480136 +siconc Europe surface year 4.249776161959744 siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 4.474304103851319 siconc Antarctica surface JJA 22.48108200073242 siconc Antarctica surface SON 18.557169952392577 siconc Antarctica surface DJF 4.130456962585449 +siconc Antarctica surface year 10.176100845336913 siconc glob surface MAM 14.43737098641623 siconc glob surface JJA 31.15089490756142 siconc glob surface SON 42.02963410429187 siconc glob surface DJF 17.452504609600226 +siconc glob surface year 24.20637261787304 siconc arctic surface MAM 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MAM 0.7393787 tos Europe surface JJA 0.37580657 tos Europe surface SON 0.38368937 tos Europe surface DJF 0.47705007 +tos Europe surface year 0.26023725 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM 0.35104498 tos South_America surface JJA 0.08646735 tos South_America surface SON 0.1747855 tos South_America surface DJF 0.15379006 +tos South_America surface year 0.17230017 tos Oceania surface MAM 0.20552838 tos Oceania surface JJA 0.2593425 tos Oceania surface SON 0.49931276 tos Oceania surface DJF 0.0768733 +tos Oceania surface year 0.26026416 tos Australia surface MAM 0.13812041 tos Australia surface JJA 0.17824733 tos Australia surface SON 0.13384551 tos Australia surface DJF 0.3279044 +tos Australia surface year 0.19452941 tos Antarctica surface MAM 0.16402692 tos Antarctica surface JJA 0.00327605 tos Antarctica surface SON 0.25303215 tos Antarctica surface DJF 0.2435408 +tos Antarctica surface year 0.16596898 tos glob surface MAM 0.19093572 tos glob surface JJA 0.3166156 tos glob surface SON 0.2683863 tos glob surface DJF 0.20756535 +tos glob surface year 0.2111729 tos arctic surface MAM 0.14504382 tos arctic surface JJA 1.1548878 tos arctic surface SON 0.6709458 tos arctic surface DJF 0.2157469 +tos arctic surface year 0.52309984 tos northmid surface MAM 0.22703017 tos northmid surface JJA 0.22061348 tos northmid surface SON 0.28184107 tos northmid surface DJF 0.18735364 +tos northmid surface year 0.15121591 tos tropics surface MAM 0.2405392 tos tropics surface JJA 0.21040839 tos tropics surface SON 0.2384701 tos tropics surface DJF 0.22697833 +tos tropics surface year 0.21308966 tos innertropics surface MAM 0.26747632 tos innertropics surface JJA 0.24848656 tos innertropics surface SON 0.27525753 tos innertropics surface DJF 0.2622971 +tos innertropics surface year 0.24744429 tos nino34 surface MAM 0.4865303 tos nino34 surface JJA 0.5196447 tos nino34 surface SON 0.57197446 tos nino34 surface DJF 0.5210583 +tos nino34 surface year 0.52480197 tos southmid surface MAM 0.13115594 tos southmid surface JJA 0.12817854 tos southmid surface SON 0.14534158 tos southmid surface DJF 0.12870632 +tos southmid surface year 0.09737767 tos antarctic surface MAM 0.17690216 tos antarctic surface JJA 0.1222571 tos antarctic surface SON 0.109594785 tos antarctic surface DJF 0.37338635 +tos antarctic surface year 0.13310798 mlotst Atlantic_Basin surface MAM 31.214743 mlotst Atlantic_Basin surface JJA 6.964383 mlotst Atlantic_Basin surface SON 8.594027 mlotst Atlantic_Basin surface DJF 28.24169 +mlotst Atlantic_Basin surface year 16.183218 mlotst Pacific_Basin surface MAM 10.242865 mlotst Pacific_Basin surface JJA 8.050962 mlotst Pacific_Basin surface SON 6.9199333 mlotst Pacific_Basin surface DJF 12.872285 +mlotst Pacific_Basin surface year 8.150985 mlotst Indian_Basin surface MAM 6.0332537 mlotst Indian_Basin surface JJA 10.41279 mlotst Indian_Basin surface SON 6.8582892 mlotst Indian_Basin surface DJF 4.786294 +mlotst Indian_Basin surface year 5.4447026 mlotst Arctic_Basin surface MAM 51.954548 mlotst Arctic_Basin surface JJA 2.0299802 mlotst Arctic_Basin surface SON 24.374538 mlotst Arctic_Basin surface DJF 50.25427 +mlotst Arctic_Basin surface year 31.36775 mlotst Southern_Ocean_Basin surface MAM 34.2846 mlotst Southern_Ocean_Basin surface JJA 54.228397 mlotst Southern_Ocean_Basin surface SON 62.61734 mlotst Southern_Ocean_Basin surface DJF 17.596767 +mlotst Southern_Ocean_Basin surface year 41.0124 mlotst Mediterranean_Basin surface MAM 25.76846 mlotst Mediterranean_Basin surface JJA 6.911206 mlotst Mediterranean_Basin surface SON 5.4950395 mlotst Mediterranean_Basin surface DJF 42.761806 +mlotst Mediterranean_Basin surface year 17.695757 mlotst Asia surface MAM 17.831438 mlotst Asia surface JJA 4.1248145 mlotst Asia surface SON 20.406992 mlotst Asia surface DJF 27.846338 +mlotst Asia surface year 17.411749 mlotst North_America surface MAM 43.018856 mlotst North_America surface JJA 4.3353424 mlotst North_America surface SON 23.02581 mlotst North_America surface DJF 48.9963 +mlotst North_America surface year 29.52118 mlotst Europe surface MAM 25.952286 mlotst Europe surface JJA 4.417903 mlotst Europe surface SON 24.308891 mlotst Europe surface DJF 48.853294 +mlotst Europe surface year 25.468807 mlotst Africa surface MAM nan mlotst Africa surface JJA nan mlotst Africa surface SON nan mlotst Africa surface DJF nan +mlotst Africa surface year nan mlotst South_America surface MAM 14.846278 mlotst South_America surface JJA 9.960926 mlotst South_America surface SON 12.852618 mlotst South_America surface DJF 20.354576 +mlotst South_America surface year 14.503598 mlotst Oceania surface MAM 39.85649 mlotst Oceania surface JJA 88.881714 mlotst Oceania surface SON 38.82376 mlotst Oceania surface DJF 10.777494 +mlotst Oceania surface year 44.584866 mlotst Australia surface MAM 44.942947 mlotst Australia surface JJA 69.33782 mlotst Australia surface SON 40.17386 mlotst Australia surface DJF 16.989367 +mlotst Australia surface year 42.861 mlotst Antarctica surface MAM 69.95454 mlotst Antarctica surface JJA 198.42809 mlotst Antarctica surface SON 153.2316 mlotst Antarctica surface DJF 8.543709 +mlotst Antarctica surface year 106.99103 mlotst glob surface MAM 25.24018 mlotst glob surface JJA 20.276749 mlotst glob surface SON 24.794607 mlotst glob surface DJF 20.809656 +mlotst glob surface year 21.291746 mlotst arctic surface MAM 58.683315 mlotst arctic surface JJA 2.532145 mlotst arctic surface SON 22.571226 mlotst arctic surface DJF 54.33653 +mlotst arctic surface year 33.145134 mlotst northmid surface MAM 31.687946 mlotst northmid surface JJA 4.204612 mlotst northmid surface SON 9.025266 mlotst northmid surface DJF 35.965687 +mlotst northmid surface year 17.575148 mlotst tropics surface MAM 6.2808423 mlotst tropics surface JJA 7.766127 mlotst tropics surface SON 6.0327325 mlotst tropics surface DJF 7.6202145 +mlotst tropics surface year 5.84859 mlotst innertropics surface MAM 7.516216 mlotst innertropics surface JJA 7.8844285 mlotst innertropics surface SON 6.317108 mlotst innertropics surface DJF 7.991064 +mlotst innertropics surface year 6.520501 mlotst nino34 surface MAM 7.4508147 mlotst nino34 surface JJA 5.2949862 mlotst nino34 surface SON 5.503028 mlotst nino34 surface DJF 8.573252 +mlotst nino34 surface year 5.8997407 mlotst southmid surface MAM 24.427933 mlotst southmid surface JJA 42.429302 mlotst southmid surface SON 44.658268 mlotst southmid surface DJF 13.493648 +mlotst southmid surface year 29.389446 mlotst antarctic surface MAM 37.867657 mlotst antarctic surface JJA 59.94253 mlotst antarctic surface SON 68.185036 mlotst antarctic surface DJF 15.331049 +mlotst antarctic surface year 44.801647 thetao Atlantic_Basin 10m MAM 1.0618546 thetao Atlantic_Basin 10m JJA 0.9372142 thetao Atlantic_Basin 10m SON 0.88707155 thetao Atlantic_Basin 10m DJF 1.0414796 +thetao Atlantic_Basin 10m year 0.83711094 thetao Atlantic_Basin 100m MAM 1.1979622 thetao Atlantic_Basin 100m JJA 1.1194777 thetao Atlantic_Basin 100m SON 0.99236894 thetao Atlantic_Basin 100m DJF 1.0227718 +thetao Atlantic_Basin 100m year 1.054161 thetao Atlantic_Basin 1000m MAM 2.0253992 thetao Atlantic_Basin 1000m JJA 2.030414 thetao Atlantic_Basin 1000m SON 2.0233026 thetao Atlantic_Basin 1000m DJF 2.0052974 +thetao Atlantic_Basin 1000m year 2.021039 thetao Pacific_Basin 10m MAM 0.75060713 thetao Pacific_Basin 10m JJA 0.7054483 thetao Pacific_Basin 10m SON 0.66967136 thetao Pacific_Basin 10m DJF 0.77633935 +thetao Pacific_Basin 10m year 0.6287766 thetao Pacific_Basin 100m MAM 1.2130598 thetao Pacific_Basin 100m JJA 1.2539141 thetao Pacific_Basin 100m SON 1.3245867 thetao Pacific_Basin 100m DJF 1.2133377 +thetao Pacific_Basin 100m year 1.1818849 thetao Pacific_Basin 1000m MAM 0.31195274 thetao Pacific_Basin 1000m JJA 0.31062114 thetao Pacific_Basin 1000m SON 0.3129087 thetao Pacific_Basin 1000m DJF 0.31262267 +thetao Pacific_Basin 1000m year 0.31091043 thetao Indian_Basin 10m MAM 0.58166903 thetao Indian_Basin 10m JJA 0.52220947 thetao Indian_Basin 10m SON 0.48676753 thetao Indian_Basin 10m DJF 0.5261953 +thetao Indian_Basin 10m year 0.4861941 thetao Indian_Basin 100m MAM 0.7236213 thetao Indian_Basin 100m JJA 0.82628137 thetao Indian_Basin 100m SON 0.85612184 thetao Indian_Basin 100m DJF 0.72751683 +thetao Indian_Basin 100m year 0.67410225 thetao Indian_Basin 1000m MAM 1.0100595 thetao Indian_Basin 1000m JJA 1.0115935 thetao Indian_Basin 1000m SON 1.0094774 thetao Indian_Basin 1000m DJF 1.0252728 +thetao Indian_Basin 1000m year 1.0138791 thetao Arctic_Basin 10m MAM 0.48764202 thetao Arctic_Basin 10m JJA 2.1143925 thetao Arctic_Basin 10m SON 1.8930359 thetao Arctic_Basin 10m DJF 0.54323155 +thetao Arctic_Basin 10m year 0.99426293 thetao Arctic_Basin 100m MAM 0.4455898 thetao Arctic_Basin 100m JJA 0.51953757 thetao Arctic_Basin 100m SON 0.48817208 thetao Arctic_Basin 100m DJF 0.41087136 +thetao Arctic_Basin 100m year 0.4395208 thetao Arctic_Basin 1000m MAM 0.3780034 thetao Arctic_Basin 1000m JJA 0.39932674 thetao Arctic_Basin 1000m SON 0.39704853 thetao Arctic_Basin 1000m DJF 0.36730963 +thetao Arctic_Basin 1000m year 0.38538334 thetao Southern_Ocean_Basin 10m MAM 0.69736224 thetao Southern_Ocean_Basin 10m JJA 0.7092133 thetao Southern_Ocean_Basin 10m SON 0.6682837 thetao Southern_Ocean_Basin 10m DJF 0.74289715 +thetao Southern_Ocean_Basin 10m year 0.6395692 thetao Southern_Ocean_Basin 100m MAM 0.9632866 thetao Southern_Ocean_Basin 100m JJA 0.78196096 thetao Southern_Ocean_Basin 100m SON 0.7440207 thetao Southern_Ocean_Basin 100m DJF 0.8701519 +thetao Southern_Ocean_Basin 100m year 0.8142938 thetao Southern_Ocean_Basin 1000m MAM 0.45649 thetao Southern_Ocean_Basin 1000m JJA 0.4551209 thetao Southern_Ocean_Basin 1000m SON 0.45692927 thetao Southern_Ocean_Basin 1000m DJF 0.4564891 +thetao Southern_Ocean_Basin 1000m year 0.4549249 thetao Mediterranean_Basin 10m MAM 0.5000863 thetao Mediterranean_Basin 10m JJA 0.72098315 thetao Mediterranean_Basin 10m SON 0.6997647 thetao Mediterranean_Basin 10m DJF 0.6044142 +thetao Mediterranean_Basin 10m year 0.5604516 thetao Mediterranean_Basin 100m MAM 0.7911923 thetao Mediterranean_Basin 100m JJA 0.81805515 thetao Mediterranean_Basin 100m SON 0.9186269 thetao Mediterranean_Basin 100m DJF 0.9182208 +thetao Mediterranean_Basin 100m year 0.85687554 thetao Mediterranean_Basin 1000m MAM 0.5538482 thetao Mediterranean_Basin 1000m JJA 0.5589875 thetao Mediterranean_Basin 1000m SON 0.5626393 thetao Mediterranean_Basin 1000m DJF 0.5574939 +thetao Mediterranean_Basin 1000m year 0.5582411 thetao Asia 10m MAM 2.6179214 thetao Asia 10m JJA 1.900666 thetao Asia 10m SON 3.3528707 thetao Asia 10m DJF 1.867127 +thetao Asia 10m year 1.1727995 thetao Asia 100m MAM 0.2108078 thetao Asia 100m JJA 0.39494556 thetao Asia 100m SON 0.2770896 thetao Asia 100m DJF 0.5303459 +thetao Asia 100m year 0.3532896 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.2956551 thetao North_America 10m JJA 0.93198746 thetao North_America 10m SON 0.8652221 thetao North_America 10m DJF 1.0209147 +thetao North_America 10m year 0.62911963 thetao North_America 100m MAM 1.4002218 thetao North_America 100m JJA 0.5334498 thetao North_America 100m SON 0.3228913 thetao North_America 100m DJF 0.35510838 +thetao North_America 100m year 0.6439647 thetao North_America 1000m MAM 3.551589 thetao North_America 1000m JJA 3.6079435 thetao North_America 1000m SON 3.5213938 thetao North_America 1000m DJF 3.5178661 +thetao North_America 1000m year 3.5497055 thetao Europe 10m MAM 1.097899 thetao Europe 10m JJA 2.0242317 thetao Europe 10m SON 1.5259888 thetao Europe 10m DJF 1.6614647 +thetao Europe 10m year 0.62722945 thetao Europe 100m MAM 1.2651277 thetao Europe 100m JJA 1.3326325 thetao Europe 100m SON 1.639575 thetao Europe 100m DJF 1.5929618 +thetao Europe 100m year 1.4575739 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 1.1155783 thetao South_America 10m JJA 1.6794395 thetao South_America 10m SON 1.3380154 thetao South_America 10m DJF 0.99256545 +thetao South_America 10m year 1.2553033 thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM 0.68678284 thetao Oceania 10m JJA 0.5312767 thetao Oceania 10m SON 0.29713917 thetao Oceania 10m DJF 0.91405106 +thetao Oceania 10m year 0.26345825 thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 0.6236048 thetao Australia 10m JJA 0.4239521 thetao Australia 10m SON 0.76521015 thetao Australia 10m DJF 0.55862045 +thetao Australia 10m year 0.18851471 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 0.008462995 thetao Antarctica 10m JJA 0.040767908 thetao Antarctica 10m SON 0.27563787 thetao Antarctica 10m DJF 0.2635243 +thetao Antarctica 10m year 0.12248281 thetao Antarctica 100m MAM 1.3427767 thetao Antarctica 100m JJA 1.7072663 thetao Antarctica 100m SON 1.5991066 thetao Antarctica 100m DJF 1.358959 +thetao Antarctica 100m year 1.5020118 thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 0.7503368 thetao glob 10m JJA 0.89459765 thetao glob 10m SON 0.8352903 thetao glob 10m DJF 0.7680148 +thetao glob 10m year 0.6980192 thetao glob 100m MAM 1.0103488 thetao glob 100m JJA 0.9742757 thetao glob 100m SON 0.9638733 thetao glob 100m DJF 0.9491678 +thetao glob 100m year 0.9255857 thetao glob 1000m MAM 0.72426707 thetao glob 1000m JJA 0.72609866 thetao glob 1000m SON 0.7258453 thetao glob 1000m DJF 0.72194654 +thetao glob 1000m year 0.72371626 thetao arctic 10m MAM 0.685141 thetao arctic 10m JJA 1.8856068 thetao arctic 10m SON 1.685772 thetao arctic 10m DJF 0.6732479 +thetao arctic 10m year 0.957934 thetao arctic 100m MAM 0.6961722 thetao arctic 100m JJA 0.61504984 thetao arctic 100m SON 0.5455602 thetao arctic 100m DJF 0.50834394 +thetao arctic 100m year 0.5650923 thetao arctic 1000m MAM 0.5376699 thetao arctic 1000m JJA 0.55881417 thetao arctic 1000m SON 0.55564624 thetao arctic 1000m DJF 0.52782685 +thetao arctic 1000m year 0.54495513 thetao northmid 10m MAM 1.2574588 thetao northmid 10m JJA 1.0932003 thetao northmid 10m SON 0.90921193 thetao northmid 10m DJF 1.2177689 +thetao northmid 10m year 1.0039263 thetao northmid 100m MAM 1.3126496 thetao northmid 100m JJA 1.4440775 thetao northmid 100m SON 1.6487062 thetao northmid 100m DJF 1.4284673 +thetao northmid 100m year 1.4443803 thetao northmid 1000m MAM 1.2759739 thetao northmid 1000m JJA 1.2810751 thetao northmid 1000m SON 1.2746996 thetao northmid 1000m DJF 1.2727263 +thetao northmid 1000m year 1.2760817 thetao tropics 10m MAM 0.6886382 thetao tropics 10m JJA 0.6726582 thetao tropics 10m SON 0.6853438 thetao tropics 10m DJF 0.6780736 +thetao tropics 10m year 0.58616287 thetao tropics 100m MAM 1.1534333 thetao tropics 100m JJA 1.2093968 thetao tropics 100m SON 1.1884512 thetao tropics 100m DJF 1.1103351 +thetao tropics 100m year 1.073923 thetao tropics 1000m MAM 0.8100762 thetao tropics 1000m JJA 0.80849063 thetao tropics 1000m SON 0.8103985 thetao tropics 1000m DJF 0.8066185 +thetao tropics 1000m year 0.80794936 thetao innertropics 10m MAM 0.7473686 thetao innertropics 10m JJA 0.7035789 thetao innertropics 10m SON 0.7355688 thetao innertropics 10m DJF 0.6961461 +thetao innertropics 10m year 0.62686914 thetao innertropics 100m MAM 1.4855945 thetao innertropics 100m JJA 1.5792615 thetao innertropics 100m SON 1.5989139 thetao innertropics 100m DJF 1.4315372 +thetao innertropics 100m year 1.3776963 thetao innertropics 1000m MAM 0.7346784 thetao innertropics 1000m JJA 0.73271805 thetao innertropics 1000m SON 0.733894 thetao innertropics 1000m DJF 0.7280919 +thetao innertropics 1000m year 0.73168594 thetao nino34 10m MAM 0.42792466 thetao nino34 10m JJA 0.54687124 thetao nino34 10m SON 1.2005419 thetao nino34 10m DJF 0.6160782 +thetao nino34 10m year 0.6154279 thetao nino34 100m MAM 0.95581806 thetao nino34 100m JJA 0.7704595 thetao nino34 100m SON 2.146016 thetao nino34 100m DJF 1.2757934 +thetao nino34 100m year 0.78561145 thetao nino34 1000m MAM 0.1739346 thetao nino34 1000m JJA 0.19111115 thetao nino34 1000m SON 0.22014898 thetao nino34 1000m DJF 0.21580283 +thetao nino34 1000m year 0.2002497 thetao southmid 10m MAM 0.71819097 thetao southmid 10m JJA 0.7400506 thetao southmid 10m SON 0.7448857 thetao southmid 10m DJF 0.81423086 +thetao southmid 10m year 0.70839363 thetao southmid 100m MAM 1.0184468 thetao southmid 100m JJA 0.8565088 thetao southmid 100m SON 0.82232565 thetao southmid 100m DJF 0.949876 +thetao southmid 100m year 0.894909 thetao southmid 1000m MAM 0.53066105 thetao southmid 1000m JJA 0.5294877 thetao southmid 1000m SON 0.5275053 thetao southmid 1000m DJF 0.532326 +thetao southmid 1000m year 0.52877927 thetao antarctic 10m MAM 0.5517321 thetao antarctic 10m JJA 0.44328502 thetao antarctic 10m SON 0.34822357 thetao antarctic 10m DJF 0.6146479 +thetao antarctic 10m year 0.3639042 thetao antarctic 100m MAM 0.6100302 thetao antarctic 100m JJA 0.4487909 thetao antarctic 100m SON 0.39082685 thetao antarctic 100m DJF 0.45376042 +thetao antarctic 100m year 0.42739868 thetao antarctic 1000m MAM 0.35619366 thetao antarctic 1000m JJA 0.35668683 thetao antarctic 1000m SON 0.3592875 thetao antarctic 1000m DJF 0.35286584 +thetao antarctic 1000m year 0.35506567 so Atlantic_Basin 10m MAM 0.5546491 so Atlantic_Basin 10m JJA 0.59380263 so Atlantic_Basin 10m SON 0.5698433 so Atlantic_Basin 10m DJF 0.53433853 +so Atlantic_Basin 10m year 0.53313136 so Atlantic_Basin 100m MAM 0.4225869 so Atlantic_Basin 100m JJA 0.39911768 so Atlantic_Basin 100m SON 0.38279864 so Atlantic_Basin 100m DJF 0.40320796 +so Atlantic_Basin 100m year 0.3959921 so Atlantic_Basin 1000m MAM 0.48015037 so Atlantic_Basin 1000m JJA 0.47894073 so Atlantic_Basin 1000m SON 0.47790596 so Atlantic_Basin 1000m DJF 0.47758806 +so Atlantic_Basin 1000m year 0.4786463 so Pacific_Basin 10m MAM 0.5780396 so Pacific_Basin 10m JJA 0.5703378 so Pacific_Basin 10m SON 0.5970844 so Pacific_Basin 10m DJF 0.58793664 +so Pacific_Basin 10m year 0.5757001 so Pacific_Basin 100m MAM 0.5103392 so Pacific_Basin 100m JJA 0.49911675 so Pacific_Basin 100m SON 0.49309632 so Pacific_Basin 100m DJF 0.49756956 +so Pacific_Basin 100m year 0.4994876 so Pacific_Basin 1000m MAM 0.061935246 so Pacific_Basin 1000m JJA 0.06192769 so Pacific_Basin 1000m SON 0.06213616 so Pacific_Basin 1000m DJF 0.06217391 +so Pacific_Basin 1000m year 0.06199976 so Indian_Basin 10m MAM 0.82614785 so Indian_Basin 10m JJA 0.7989533 so Indian_Basin 10m SON 0.7670517 so Indian_Basin 10m DJF 0.7411182 +so Indian_Basin 10m year 0.7813883 so Indian_Basin 100m MAM 0.46398094 so Indian_Basin 100m JJA 0.46446875 so Indian_Basin 100m SON 0.487414 so Indian_Basin 100m DJF 0.48444283 +so Indian_Basin 100m year 0.4700709 so Indian_Basin 1000m MAM 0.14487211 so Indian_Basin 1000m JJA 0.14858155 so Indian_Basin 1000m SON 0.14904033 so Indian_Basin 1000m DJF 0.14847565 +so Indian_Basin 1000m year 0.14768149 so Arctic_Basin 10m MAM 1.2562314 so Arctic_Basin 10m JJA 1.4095149 so Arctic_Basin 10m SON 1.1809258 so Arctic_Basin 10m DJF 1.1882324 +so Arctic_Basin 10m year 1.203754 so Arctic_Basin 100m MAM 1.1569608 so Arctic_Basin 100m JJA 1.1365892 so Arctic_Basin 100m SON 1.2114056 so Arctic_Basin 100m DJF 1.2014983 +so Arctic_Basin 100m year 1.1758881 so Arctic_Basin 1000m MAM 0.09414072 so Arctic_Basin 1000m JJA 0.10029902 so Arctic_Basin 1000m SON 0.100822516 so Arctic_Basin 1000m DJF 0.090420954 +so Arctic_Basin 1000m year 0.096420765 so Southern_Ocean_Basin 10m MAM 0.27903888 so Southern_Ocean_Basin 10m JJA 0.26658258 so Southern_Ocean_Basin 10m SON 0.26759106 so Southern_Ocean_Basin 10m DJF 0.2856649 +so Southern_Ocean_Basin 10m year 0.26502916 so Southern_Ocean_Basin 100m MAM 0.28519472 so Southern_Ocean_Basin 100m JJA 0.2862805 so Southern_Ocean_Basin 100m SON 0.2867979 so Southern_Ocean_Basin 100m DJF 0.2828383 +so Southern_Ocean_Basin 100m year 0.2838678 so Southern_Ocean_Basin 1000m MAM 0.052139964 so Southern_Ocean_Basin 1000m JJA 0.053116743 so Southern_Ocean_Basin 1000m SON 0.053943917 so Southern_Ocean_Basin 1000m DJF 0.053236898 +so Southern_Ocean_Basin 1000m year 0.0528536 so Mediterranean_Basin 10m MAM 0.6773191 so Mediterranean_Basin 10m JJA 0.7607205 so Mediterranean_Basin 10m SON 0.8024501 so Mediterranean_Basin 10m DJF 0.6659914 +so Mediterranean_Basin 10m year 0.72101915 so Mediterranean_Basin 100m MAM 0.34916064 so Mediterranean_Basin 100m JJA 0.3141258 so Mediterranean_Basin 100m SON 0.28631723 so Mediterranean_Basin 100m DJF 0.32433504 +so Mediterranean_Basin 100m year 0.31818828 so Mediterranean_Basin 1000m MAM 0.081033185 so Mediterranean_Basin 1000m JJA 0.08680222 so Mediterranean_Basin 1000m SON 0.08182352 so Mediterranean_Basin 1000m DJF 0.082369894 +so Mediterranean_Basin 1000m year 0.082709916 so Asia 10m MAM 2.3322988 so Asia 10m JJA 1.7624159 so Asia 10m SON 1.9182961 so Asia 10m DJF 2.377213 +so Asia 10m year 2.0268407 so Asia 100m MAM 0.22677612 so Asia 100m JJA 0.20054626 so Asia 100m SON 0.21015167 so Asia 100m DJF 0.200634 +so Asia 100m year 0.20952606 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 1.1403809 so North_America 10m JJA 1.3929489 so North_America 10m SON 1.2534324 so North_America 10m DJF 1.3272251 +so North_America 10m year 1.2531571 so North_America 100m MAM 0.82747173 so North_America 100m JJA 0.73835254 so North_America 100m SON 0.6893351 so North_America 100m DJF 0.8492768 +so North_America 100m year 0.7670381 so North_America 1000m MAM 0.80270004 so North_America 1000m JJA 0.808033 so North_America 1000m SON 0.7871094 so North_America 1000m DJF 0.7927475 +so North_America 1000m year 0.7976494 so Europe 10m MAM 1.2820227 so Europe 10m JJA 1.0066047 so Europe 10m SON 1.0507467 so Europe 10m DJF 1.2857971 +so Europe 10m year 1.1495231 so Europe 100m MAM 0.31393814 so Europe 100m JJA 0.31442833 so Europe 100m SON 0.28051376 so Europe 100m DJF 0.28227806 +so Europe 100m year 0.2977867 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 0.6281064 so South_America 10m JJA 0.534565 so South_America 10m SON 0.7696088 so South_America 10m DJF 0.9366048 +so South_America 10m year 0.7062709 so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM 0.7699566 so Oceania 10m JJA 0.7990303 so Oceania 10m SON 0.83576965 so Oceania 10m DJF 0.8583374 +so Oceania 10m year 0.815773 so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 0.7898731 so Australia 10m JJA 0.82001877 so Australia 10m SON 0.87376976 so Australia 10m DJF 0.8025284 +so Australia 10m year 0.82154846 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.97023773 so Antarctica 10m JJA 0.65813065 so Antarctica 10m SON 0.61800003 so Antarctica 10m DJF 0.9620743 +so Antarctica 10m year 0.8021126 so Antarctica 100m MAM 0.008369446 so Antarctica 100m JJA 0.051029205 so Antarctica 100m SON 0.071243286 so Antarctica 100m DJF 0.027477264 +so Antarctica 100m year 0.03534317 so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.6051247 so glob 10m JJA 0.6207875 so glob 10m SON 0.5968104 so glob 10m DJF 0.5911633 +so glob 10m year 0.586206 so glob 100m MAM 0.4939052 so glob 100m JJA 0.48424596 so glob 100m SON 0.48903587 so glob 100m DJF 0.4918853 +so glob 100m year 0.48753977 so glob 1000m MAM 0.14319968 so glob 1000m JJA 0.14419873 so glob 1000m SON 0.1444159 so glob 1000m DJF 0.14327714 +so glob 1000m year 0.14367378 so arctic 10m MAM 1.1136277 so arctic 10m JJA 1.2605951 so arctic 10m SON 1.0797507 so arctic 10m DJF 1.077366 +so arctic 10m year 1.0807317 so arctic 100m MAM 1.0002073 so arctic 100m JJA 0.97684056 so arctic 100m SON 1.031219 so arctic 100m DJF 1.0320913 +so arctic 100m year 1.0084727 so arctic 1000m MAM 0.115724534 so arctic 1000m JJA 0.12126813 so arctic 1000m SON 0.121696636 so arctic 1000m DJF 0.112238824 +so arctic 1000m year 0.117731966 so northmid 10m MAM 0.58759576 so northmid 10m JJA 0.57763535 so northmid 10m SON 0.5736823 so northmid 10m DJF 0.5919067 +so northmid 10m year 0.56715584 so northmid 100m MAM 0.42160755 so northmid 100m JJA 0.39884612 so northmid 100m SON 0.3970753 so northmid 100m DJF 0.41597894 +so northmid 100m year 0.40244433 so northmid 1000m MAM 0.26653853 so northmid 1000m JJA 0.26591042 so northmid 1000m SON 0.265209 so northmid 1000m DJF 0.26628274 +so northmid 1000m year 0.2659781 so tropics 10m MAM 0.671972 so tropics 10m JJA 0.665745 so tropics 10m SON 0.6714316 so tropics 10m DJF 0.6432461 +so tropics 10m year 0.6502355 so tropics 100m MAM 0.49381992 so tropics 100m JJA 0.4865713 so tropics 100m SON 0.48109585 so tropics 100m DJF 0.483893 +so tropics 100m year 0.4839805 so tropics 1000m MAM 0.17951609 so tropics 1000m JJA 0.1804462 so tropics 1000m SON 0.18041517 so tropics 1000m DJF 0.17979002 +so tropics 1000m year 0.1800094 so innertropics 10m MAM 0.6980805 so innertropics 10m JJA 0.6906417 so innertropics 10m SON 0.6717917 so innertropics 10m DJF 0.6406245 +so innertropics 10m year 0.654212 so innertropics 100m MAM 0.43850887 so innertropics 100m JJA 0.43215996 so innertropics 100m SON 0.42521927 so innertropics 100m DJF 0.42622402 +so innertropics 100m year 0.4270297 so innertropics 1000m MAM 0.16397634 so innertropics 1000m JJA 0.1647824 so innertropics 1000m SON 0.16466446 so innertropics 1000m DJF 0.16395758 +so innertropics 1000m year 0.16434518 so nino34 10m MAM 0.26975325 so nino34 10m JJA 0.31450427 so nino34 10m SON 0.28279048 so nino34 10m DJF 0.28627107 +so nino34 10m year 0.2852458 so nino34 100m MAM 0.5140207 so nino34 100m JJA 0.50196815 so nino34 100m SON 0.5164502 so nino34 100m DJF 0.488309 +so nino34 100m year 0.5051869 so nino34 1000m MAM 0.06141488 so nino34 1000m JJA 0.06444801 so nino34 1000m SON 0.059438642 so nino34 1000m DJF 0.059312534 +so nino34 1000m year 0.061153572 so southmid 10m MAM 0.3864137 so southmid 10m JJA 0.396359 so southmid 10m SON 0.40440568 so southmid 10m DJF 0.39045835 +so southmid 10m year 0.39219922 so southmid 100m MAM 0.4042995 so southmid 100m JJA 0.40120772 so southmid 100m SON 0.40914527 so southmid 100m DJF 0.4055221 +so southmid 100m year 0.40445656 so southmid 1000m MAM 0.08129323 so southmid 1000m JJA 0.08181741 so southmid 1000m SON 0.08182831 so southmid 1000m DJF 0.08166179 +so southmid 1000m year 0.08143588 so antarctic 10m MAM 0.20430945 so antarctic 10m JJA 0.15330343 so antarctic 10m SON 0.1367011 so antarctic 10m DJF 0.21434997 +so antarctic 10m year 0.15205348 so antarctic 100m MAM 0.17883101 so antarctic 100m JJA 0.18157332 so antarctic 100m SON 0.16710441 so antarctic 100m DJF 0.16584656 +so antarctic 100m year 0.1707741 so antarctic 1000m MAM 0.022952486 so antarctic 1000m JJA 0.023204148 so antarctic 1000m SON 0.025794387 so antarctic 1000m DJF 0.025269473 +so antarctic 1000m year 0.024028111 diff --git a/eval/ERA5/CNRM-CM6-1-HR.csv b/eval/ERA5/CNRM-CM6-1-HR.csv index 244a0fe..559588a 100644 --- a/eval/ERA5/CNRM-CM6-1-HR.csv +++ b/eval/ERA5/CNRM-CM6-1-HR.csv @@ -3,1583 +3,1979 @@ siconc Atlantic_Basin surface MAM 13.387969704653377 siconc Atlantic_Basin surface JJA 11.523175645207365 siconc Atlantic_Basin surface SON 12.01240284065184 siconc Atlantic_Basin surface DJF 12.089112110020352 +siconc Atlantic_Basin surface year 10.215668534920693 siconc Pacific_Basin surface MAM 12.847913803532384 siconc Pacific_Basin surface JJA 3.2469551964575185 siconc Pacific_Basin surface SON 7.577778093397673 siconc Pacific_Basin surface DJF 12.23122701411003 +siconc Pacific_Basin surface year 10.794273149977684 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 4.248044946444447 siconc Arctic_Basin surface JJA 6.167830960294238 siconc Arctic_Basin surface SON 6.075656904899137 siconc Arctic_Basin surface DJF 4.653562378331714 +siconc Arctic_Basin surface year 4.268050180460954 siconc Southern_Ocean_Basin surface MAM 29.723953519359966 siconc Southern_Ocean_Basin surface JJA 21.130611927040235 siconc Southern_Ocean_Basin surface SON 17.450754255788056 siconc Southern_Ocean_Basin surface DJF 15.36466354701801 +siconc Southern_Ocean_Basin surface year 16.587681262685745 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 3.233222656250007 siconc Asia surface JJA 0.3258605957031264 siconc Asia surface SON 9.479855499267579 siconc Asia surface DJF 2.683335876464838 +siconc Asia surface year 2.588901672363278 siconc North_America surface MAM nan siconc North_America surface JJA nan siconc North_America surface SON nan siconc North_America surface DJF nan +siconc North_America surface year nan siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM nan siconc Antarctica surface JJA nan siconc Antarctica surface SON nan siconc Antarctica surface DJF nan +siconc Antarctica surface year nan siconc glob surface MAM 14.891461127284911 siconc glob surface JJA 13.294818316959079 siconc glob surface SON 11.90049007408283 siconc glob surface DJF 10.023235681821722 +siconc glob surface year 10.569516252834802 siconc arctic surface MAM 6.053008520432313 siconc arctic surface JJA 6.999606995598796 siconc arctic surface SON 7.083333132726797 siconc arctic surface DJF 6.056636607624011 +siconc arctic surface year 5.3822499327329 siconc northmid surface MAM 11.274463362690378 siconc northmid surface JJA 6.837546906807215 siconc northmid surface SON 5.8003040412519855 siconc northmid surface DJF 11.840534452971633 +siconc northmid surface year 10.32901387975253 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.003595184561624 siconc southmid surface JJA 12.127741189186908 siconc southmid surface SON 17.323826685524995 siconc southmid surface DJF 5.120057707947355 +siconc southmid surface year 8.717910096647374 siconc antarctic surface MAM 31.7453509628893 siconc antarctic surface JJA 21.890057497627133 siconc antarctic surface SON 15.491710634579062 siconc antarctic surface DJF 17.12409841023306 +siconc antarctic surface year 18.435959465723307 tas Atlantic_Basin surface MAM 1.7975923 tas Atlantic_Basin surface JJA 1.3185571 tas Atlantic_Basin surface SON 1.3131547 tas Atlantic_Basin surface DJF 1.8269936 +tas Atlantic_Basin surface year 1.4693623 tas Pacific_Basin surface MAM 1.0955093 tas Pacific_Basin surface JJA 1.3278737 tas Pacific_Basin surface SON 1.2156655 tas Pacific_Basin surface DJF 1.0581098 +tas Pacific_Basin surface year 1.1305007 tas Indian_Basin surface MAM 0.96286184 tas Indian_Basin surface JJA 0.82356024 tas Indian_Basin surface SON 0.9407961 tas Indian_Basin surface DJF 1.0347341 +tas Indian_Basin surface year 0.9060211 tas Arctic_Basin surface MAM 5.544788 tas Arctic_Basin surface JJA 3.4153574 tas Arctic_Basin surface SON 1.7694168 tas Arctic_Basin surface DJF 4.7781816 +tas Arctic_Basin surface year 3.7288535 tas Southern_Ocean_Basin surface MAM 1.9169046 tas Southern_Ocean_Basin surface JJA 1.898661 tas Southern_Ocean_Basin surface SON 1.8021742 tas Southern_Ocean_Basin surface DJF 1.3747554 +tas Southern_Ocean_Basin surface year 1.3629186 tas Mediterranean_Basin surface MAM 1.1700201 tas Mediterranean_Basin surface JJA 0.62029976 tas Mediterranean_Basin surface SON 1.3188746 tas Mediterranean_Basin surface DJF 1.4148498 +tas Mediterranean_Basin surface year 1.1033739 tas Asia surface MAM 2.9635518 tas Asia surface JJA 1.8926655 tas Asia surface SON 2.0632043 tas Asia surface DJF 3.1051059 +tas Asia surface year 2.1850326 tas North_America surface MAM 1.9982817 tas North_America surface JJA 1.6981409 tas North_America surface SON 1.7012404 tas North_America surface DJF 2.7855167 +tas North_America surface year 1.6992761 tas Europe surface MAM 2.2097166 tas Europe surface JJA 1.1639459 tas Europe surface SON 0.90789896 tas Europe surface DJF 2.5947948 +tas Europe surface year 1.593129 tas Africa surface MAM 1.771279 tas Africa surface JJA 1.504775 tas Africa surface SON 1.8035463 tas Africa surface DJF 1.5609224 +tas Africa surface year 1.5608809 tas South_America surface MAM 1.7263252 tas South_America surface JJA 1.7404839 tas South_America surface SON 1.7478544 tas South_America surface DJF 2.0186272 +tas South_America surface year 1.7428962 tas Oceania surface MAM 1.1627724 tas Oceania surface JJA 0.9547119 tas Oceania surface SON 1.1022422 tas Oceania surface DJF 1.4419667 +tas Oceania surface year 1.1565219 tas Australia surface MAM 0.5658603 tas Australia surface JJA 0.7818379 tas Australia surface SON 0.76331526 tas Australia surface DJF 0.63748586 +tas Australia surface year 0.6223005 tas Antarctica surface MAM 1.2510676 tas Antarctica surface JJA 1.2389681 tas Antarctica surface SON 0.97233063 tas Antarctica surface DJF 2.5880013 +tas Antarctica surface year 0.98977214 tas glob surface MAM 1.9795251 tas glob surface JJA 1.6491876 tas glob surface SON 1.4762676 tas glob surface DJF 2.0023875 +tas glob surface year 1.5686381 tas arctic surface MAM 4.1024303 tas arctic surface JJA 2.4104705 tas arctic surface SON 1.6270505 tas arctic surface DJF 3.9358552 +tas arctic surface year 2.753066 tas northmid surface MAM 2.1568367 tas northmid surface JJA 1.8657417 tas northmid surface SON 1.5488039 tas northmid surface DJF 2.2166734 +tas northmid surface year 1.7982391 tas tropics surface MAM 1.263592 tas tropics surface JJA 1.2148349 tas tropics surface SON 1.3064536 tas tropics surface DJF 1.2707524 +tas tropics surface year 1.2210597 tas innertropics surface MAM 1.0408663 tas innertropics surface JJA 1.0681591 tas innertropics surface SON 1.1309524 tas innertropics surface DJF 1.090966 +tas innertropics surface year 1.0441885 tas nino34 surface MAM 0.7996061 tas nino34 surface JJA 1.2838104 tas nino34 surface SON 1.2229495 tas nino34 surface DJF 0.52510273 +tas nino34 surface year 0.95786643 tas southmid surface MAM 0.9317002 tas southmid surface JJA 0.9886577 tas southmid surface SON 1.0176755 tas southmid surface DJF 1.0670029 +tas southmid surface year 0.960782 tas antarctic surface MAM 2.2760212 tas antarctic surface JJA 2.157598 tas antarctic surface SON 1.936274 tas antarctic surface DJF 2.334784 +tas antarctic surface year 1.4561803 clt Atlantic_Basin surface MAM 9.930162 clt Atlantic_Basin surface JJA 10.507915 clt Atlantic_Basin surface SON 10.237136 clt Atlantic_Basin surface DJF 11.837327 +clt Atlantic_Basin surface year 8.604257 clt Pacific_Basin surface MAM 10.648415 clt Pacific_Basin surface JJA 11.163462 clt Pacific_Basin surface SON 11.813219 clt Pacific_Basin surface DJF 11.342039 +clt Pacific_Basin surface year 9.745955 clt Indian_Basin surface MAM 10.854621 clt Indian_Basin surface JJA 11.365782 clt Indian_Basin surface SON 12.985712 clt Indian_Basin surface DJF 12.527007 +clt Indian_Basin surface year 10.350606 clt Arctic_Basin surface MAM 19.22203 clt Arctic_Basin surface JJA 11.3152275 clt Arctic_Basin surface SON 18.143213 clt Arctic_Basin surface DJF 22.207644 +clt Arctic_Basin surface year 17.104404 clt Southern_Ocean_Basin surface MAM 10.997036 clt Southern_Ocean_Basin surface JJA 13.760348 clt Southern_Ocean_Basin surface SON 10.027074 clt Southern_Ocean_Basin surface DJF 9.411786 +clt Southern_Ocean_Basin surface year 9.81226 clt Mediterranean_Basin surface MAM 1.948769 clt Mediterranean_Basin surface JJA 6.357883 clt Mediterranean_Basin surface SON 3.5689948 clt Mediterranean_Basin surface DJF 10.142121 +clt Mediterranean_Basin surface year 1.8206202 clt Asia surface MAM 7.927567 clt Asia surface JJA 7.334143 clt Asia surface SON 7.434403 clt Asia surface DJF 13.787139 +clt Asia surface year 6.5524507 clt North_America surface MAM 10.051673 clt North_America surface JJA 8.374442 clt North_America surface SON 8.929995 clt North_America surface DJF 13.3766575 +clt North_America surface year 7.9907336 clt Europe surface MAM 2.907043 clt Europe surface JJA 6.4187536 clt Europe surface SON 4.744653 clt Europe surface DJF 7.626098 +clt Europe surface year 3.9204054 clt Africa surface MAM 16.109482 clt Africa surface JJA 14.209478 clt Africa surface SON 20.175196 clt Africa surface DJF 17.296999 +clt Africa surface year 16.486143 clt South_America surface MAM 6.611484 clt South_America surface JJA 7.603143 clt South_America surface SON 7.3979173 clt South_America surface DJF 6.7065015 +clt South_America surface year 5.7267895 clt Oceania surface MAM 6.1879606 clt Oceania surface JJA 5.2289844 clt Oceania surface SON 4.785902 clt Oceania surface DJF 5.526488 +clt Oceania surface year 5.215293 clt Australia surface MAM 9.278072 clt Australia surface JJA 10.280464 clt Australia surface SON 7.7157717 clt Australia surface DJF 6.3038783 +clt Australia surface year 7.9182096 clt Antarctica surface MAM 42.6527 clt Antarctica surface JJA 41.57467 clt Antarctica surface SON 35.11067 clt Antarctica surface DJF 29.32492 +clt Antarctica surface year 36.5918 clt glob surface MAM 13.575963 clt glob surface JJA 13.45925 clt glob surface SON 13.223309 clt glob surface DJF 13.823295 +clt glob surface year 12.072504 clt arctic surface MAM 15.093807 clt arctic surface JJA 9.859605 clt arctic surface SON 14.33552 clt arctic surface DJF 19.815716 +clt arctic surface year 13.450607 clt northmid surface MAM 7.475152 clt northmid surface JJA 7.947401 clt northmid surface SON 7.9271555 clt northmid surface DJF 11.8740835 +clt northmid surface year 6.996901 clt tropics surface MAM 11.063906 clt tropics surface JJA 11.4110365 clt tropics surface SON 12.486229 clt tropics surface DJF 11.386991 +clt tropics surface year 9.777282 clt innertropics surface MAM 11.695471 clt innertropics surface JJA 9.84906 clt innertropics surface SON 12.539442 clt innertropics surface DJF 11.011089 +clt innertropics surface year 9.714583 clt nino34 surface MAM 20.041105 clt nino34 surface JJA 18.175009 clt nino34 surface SON 18.277943 clt nino34 surface DJF 15.312962 +clt nino34 surface year 17.907784 clt southmid surface MAM 11.526389 clt southmid surface JJA 13.722352 clt southmid surface SON 12.019487 clt southmid surface DJF 9.086271 +clt southmid surface year 11.487498 clt antarctic surface MAM 26.442457 clt antarctic surface JJA 27.144611 clt antarctic surface SON 21.122375 clt antarctic surface DJF 20.397707 +clt antarctic surface year 21.989826 pr Atlantic_Basin surface MAM 1.0039864e-05 pr Atlantic_Basin surface JJA 1.0140452e-05 pr Atlantic_Basin surface SON 8.676545e-06 pr Atlantic_Basin surface DJF 1.0858098e-05 +pr Atlantic_Basin surface year 8.983676e-06 pr Pacific_Basin surface MAM 1.233055e-05 pr Pacific_Basin surface JJA 1.1883821e-05 pr Pacific_Basin surface SON 1.2426371e-05 pr Pacific_Basin surface DJF 1.2190982e-05 +pr Pacific_Basin 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500hPa JJA 18.159914 zg Arctic_Basin 500hPa SON 13.93975 zg Arctic_Basin 500hPa DJF 71.02272 +zg Arctic_Basin 500hPa year 40.308575 zg Southern_Ocean_Basin 500hPa MAM 50.17252 zg Southern_Ocean_Basin 500hPa JJA 54.222958 zg Southern_Ocean_Basin 500hPa SON 46.606342 zg Southern_Ocean_Basin 500hPa DJF 54.99852 +zg Southern_Ocean_Basin 500hPa year 49.92164 zg Mediterranean_Basin 500hPa MAM 64.2932 zg Mediterranean_Basin 500hPa JJA 71.181854 zg Mediterranean_Basin 500hPa SON 62.877136 zg Mediterranean_Basin 500hPa DJF 60.212578 +zg Mediterranean_Basin 500hPa year 64.6412 zg Asia 500hPa MAM 61.498516 zg Asia 500hPa JJA 47.53724 zg Asia 500hPa SON 43.458393 zg Asia 500hPa DJF 58.07582 +zg Asia 500hPa year 52.504604 zg North_America 500hPa MAM 50.57111 zg North_America 500hPa JJA 38.20636 zg North_America 500hPa SON 34.544994 zg North_America 500hPa DJF 54.17316 +zg North_America 500hPa year 42.362736 zg Europe 500hPa MAM 58.17795 zg Europe 500hPa JJA 41.601162 zg Europe 500hPa SON 46.385624 zg Europe 500hPa DJF 76.29245 +zg Europe 500hPa year 55.60803 zg Africa 500hPa MAM 56.659122 zg Africa 500hPa JJA 57.985756 zg Africa 500hPa SON 58.183617 zg Africa 500hPa DJF 55.777893 +zg Africa 500hPa year 57.151585 zg South_America 500hPa MAM 50.74899 zg South_America 500hPa JJA 61.50127 zg South_America 500hPa SON 57.180874 zg South_America 500hPa DJF 52.278843 +zg South_America 500hPa year 55.427513 zg Oceania 500hPa MAM 75.75235 zg Oceania 500hPa JJA 71.42085 zg Oceania 500hPa SON 82.183685 zg Oceania 500hPa DJF 86.31179 +zg Oceania 500hPa year 78.91721 zg Australia 500hPa MAM 37.40997 zg Australia 500hPa JJA 56.92085 zg Australia 500hPa SON 38.724335 zg Australia 500hPa DJF 42.768677 +zg Australia 500hPa year 43.95595 zg Antarctica 500hPa MAM 59.28124 zg Antarctica 500hPa JJA 67.34581 zg Antarctica 500hPa SON 32.33454 zg Antarctica 500hPa DJF 75.36648 +zg Antarctica 500hPa year 58.52288 zg glob 500hPa MAM 56.051315 zg glob 500hPa JJA 54.187572 zg glob 500hPa SON 47.156532 zg glob 500hPa DJF 58.761627 +zg glob 500hPa year 53.387985 zg arctic 500hPa MAM 55.634647 zg arctic 500hPa JJA 19.601646 zg arctic 500hPa SON 16.870478 zg arctic 500hPa DJF 57.272198 +zg arctic 500hPa year 35.293053 zg northmid 500hPa MAM 70.4996 zg northmid 500hPa JJA 62.94979 zg northmid 500hPa SON 59.63288 zg northmid 500hPa DJF 65.9118 +zg northmid 500hPa year 64.690796 zg tropics 500hPa MAM 52.37855 zg tropics 500hPa JJA 58.6832 zg tropics 500hPa SON 56.326244 zg tropics 500hPa DJF 54.24015 +zg tropics 500hPa year 55.40704 zg innertropics 500hPa MAM 51.929947 zg innertropics 500hPa JJA 54.33178 zg innertropics 500hPa SON 54.390347 zg innertropics 500hPa DJF 53.0681 +zg innertropics 500hPa year 53.430046 zg nino34 500hPa MAM 50.324608 zg nino34 500hPa JJA 53.737587 zg nino34 500hPa SON 53.832703 zg nino34 500hPa DJF 48.771133 +zg nino34 500hPa year 51.666523 zg southmid 500hPa MAM 56.811428 zg southmid 500hPa JJA 66.4284 zg southmid 500hPa SON 64.16539 zg southmid 500hPa DJF 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0.030270174 +zos Arctic_Basin surface year 0.029521855 zos Southern_Ocean_Basin surface MAM 0.030622676 zos Southern_Ocean_Basin surface JJA 0.031528056 zos Southern_Ocean_Basin surface SON 0.033456057 zos Southern_Ocean_Basin surface DJF 0.029921958 +zos Southern_Ocean_Basin surface year 0.0292819 zos Mediterranean_Basin surface MAM 0.016361026 zos Mediterranean_Basin surface JJA 0.0180257 zos Mediterranean_Basin surface SON 0.011269294 zos Mediterranean_Basin surface DJF 0.012072545 +zos Mediterranean_Basin surface year 0.013704322 zos Asia surface MAM 0.017623115 zos Asia surface JJA 0.046930563 zos Asia surface SON 0.04076772 zos Asia surface DJF 0.020726994 +zos Asia surface year 0.034616794 zos North_America surface MAM nan zos North_America surface JJA nan zos North_America surface SON nan zos North_America surface DJF nan +zos North_America surface year nan zos Europe surface MAM nan zos Europe surface JJA nan zos Europe surface SON nan zos Europe surface DJF nan +zos Europe 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0.02586319 zos arctic surface SON 0.029097037 zos arctic surface DJF 0.022371346 +zos arctic surface year 0.026661964 zos northmid surface MAM 0.030837007 zos northmid surface JJA 0.032686483 zos northmid surface SON 0.032247555 zos northmid surface DJF 0.030216344 +zos northmid surface year 0.030469282 zos tropics surface MAM 0.029578768 zos tropics surface JJA 0.028869368 zos tropics surface SON 0.030675016 zos tropics surface DJF 0.02683738 +zos tropics surface year 0.02836756 zos innertropics surface MAM 0.03007177 zos innertropics surface JJA 0.028283015 zos innertropics surface SON 0.031923108 zos innertropics surface DJF 0.025608536 +zos innertropics surface year 0.028263707 zos nino34 surface MAM 0.044016108 zos nino34 surface JJA 0.043812428 zos nino34 surface SON 0.052467756 zos nino34 surface DJF 0.03734259 +zos nino34 surface year 0.044416595 zos southmid surface MAM 0.035294767 zos southmid surface JJA 0.033912174 zos southmid surface SON 0.03456915 zos southmid surface 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surface DJF 0.07312147 +tos Arctic_Basin surface year 0.12794042 tos Southern_Ocean_Basin surface MAM 0.25641236 tos Southern_Ocean_Basin surface JJA 0.15808156 tos Southern_Ocean_Basin surface SON 0.18319653 tos Southern_Ocean_Basin surface DJF 0.5343023 +tos Southern_Ocean_Basin surface year 0.23586963 tos Mediterranean_Basin surface MAM 0.26061434 tos Mediterranean_Basin surface JJA 0.14014545 tos Mediterranean_Basin surface SON 0.3341729 tos Mediterranean_Basin surface DJF 0.14091676 +tos Mediterranean_Basin surface year 0.17908533 tos Asia surface MAM 0.08886933 tos Asia surface JJA 0.07894668 tos Asia surface SON 0.11565566 tos Asia surface DJF 0.25703573 +tos Asia surface year 0.006608963 tos North_America surface MAM nan tos North_America surface JJA nan tos North_America surface SON nan tos North_America surface DJF nan +tos North_America surface year nan tos Europe surface MAM nan tos Europe surface JJA nan tos Europe surface SON nan tos Europe surface DJF nan +tos Europe 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southmid surface year 0.15814199 tos antarctic surface MAM 0.41667104 tos antarctic surface JJA 0.1691788 tos antarctic surface SON 0.17089503 tos antarctic surface DJF 0.9477308 +tos antarctic surface year 0.36037418 mlotst Atlantic_Basin surface MAM 41.37136 mlotst Atlantic_Basin surface JJA 7.3146124 mlotst Atlantic_Basin surface SON 10.6712055 mlotst Atlantic_Basin surface DJF 32.43656 +mlotst Atlantic_Basin surface year 22.048697 mlotst Pacific_Basin surface MAM 16.973665 mlotst Pacific_Basin surface JJA 8.206327 mlotst Pacific_Basin surface SON 9.710663 mlotst Pacific_Basin surface DJF 17.032465 +mlotst Pacific_Basin surface year 12.09084 mlotst Indian_Basin surface MAM 6.565474 mlotst Indian_Basin surface JJA 24.269455 mlotst Indian_Basin surface SON 21.283533 mlotst Indian_Basin surface DJF 6.2610545 +mlotst Indian_Basin surface year 14.204286 mlotst Arctic_Basin surface MAM 23.585972 mlotst Arctic_Basin surface JJA 3.797136 mlotst Arctic_Basin surface SON 12.461017 mlotst 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MAM 21.924402 mlotst glob surface JJA 19.657 mlotst glob surface SON 22.053926 mlotst glob surface DJF 16.83311 +mlotst glob surface year 19.15019 mlotst arctic surface MAM 39.239517 mlotst arctic surface JJA 3.2808418 mlotst arctic surface SON 12.675993 mlotst arctic surface DJF 31.867912 +mlotst arctic surface year 21.38224 mlotst northmid surface MAM 54.218483 mlotst northmid surface JJA 1.8299161 mlotst northmid surface SON 8.26066 mlotst northmid surface DJF 51.00634 +mlotst northmid surface year 28.441507 mlotst tropics surface MAM 5.986274 mlotst tropics surface JJA 7.1774864 mlotst tropics surface SON 6.3351927 mlotst tropics surface DJF 6.2831697 +mlotst tropics surface year 5.4126563 mlotst innertropics surface MAM 4.7948747 mlotst innertropics surface JJA 4.881798 mlotst innertropics surface SON 4.7933745 mlotst innertropics surface DJF 4.9136953 +mlotst innertropics surface year 3.5700824 mlotst nino34 surface MAM 1.759891 mlotst nino34 surface JJA 4.871815 mlotst nino34 surface SON 2.3184888 mlotst nino34 surface DJF 3.1646576 +mlotst nino34 surface year 2.2227285 mlotst southmid surface MAM 15.83225 mlotst southmid surface JJA 42.997498 mlotst southmid surface SON 43.634415 mlotst southmid surface DJF 8.208697 +mlotst southmid surface year 25.857737 mlotst antarctic surface MAM 24.81335 mlotst antarctic surface JJA 58.479767 mlotst antarctic surface SON 62.50479 mlotst antarctic surface DJF 6.612561 +mlotst antarctic surface year 37.83718 thetao Atlantic_Basin 10m MAM 1.539434 thetao Atlantic_Basin 10m JJA 1.3091047 thetao Atlantic_Basin 10m SON 1.337988 thetao Atlantic_Basin 10m DJF 1.5125368 +thetao Atlantic_Basin 10m year 1.3386337 thetao Atlantic_Basin 100m MAM 1.7340415 thetao Atlantic_Basin 100m JJA 1.6576643 thetao Atlantic_Basin 100m SON 1.5849656 thetao Atlantic_Basin 100m DJF 1.6339018 +thetao Atlantic_Basin 100m year 1.6281701 thetao Atlantic_Basin 1000m MAM 1.0461118 thetao Atlantic_Basin 1000m JJA 1.0434494 thetao Atlantic_Basin 1000m 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Mediterranean_Basin 100m DJF 1.2913455 +thetao Mediterranean_Basin 100m year 1.2711252 thetao Mediterranean_Basin 1000m MAM 0.18138994 thetao Mediterranean_Basin 1000m JJA 0.18225744 thetao Mediterranean_Basin 1000m SON 0.18389603 thetao Mediterranean_Basin 1000m DJF 0.18284832 +thetao Mediterranean_Basin 1000m year 0.18259685 thetao Asia 10m MAM 0.8442631 thetao Asia 10m JJA 1.2101479 thetao Asia 10m SON 0.6222534 thetao Asia 10m DJF 0.3149109 +thetao Asia 10m year 0.7478943 thetao Asia 100m MAM nan thetao Asia 100m JJA nan thetao Asia 100m SON nan thetao Asia 100m DJF nan +thetao Asia 100m year nan thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM nan thetao North_America 10m JJA nan thetao North_America 10m SON nan thetao North_America 10m DJF nan +thetao North_America 10m year nan thetao North_America 100m MAM nan thetao North_America 100m JJA nan thetao North_America 100m SON nan thetao North_America 100m DJF nan +thetao North_America 100m year nan thetao North_America 1000m MAM nan thetao North_America 1000m JJA nan thetao North_America 1000m SON nan thetao North_America 1000m DJF nan +thetao North_America 1000m year nan thetao Europe 10m MAM nan thetao Europe 10m JJA nan thetao Europe 10m SON nan thetao Europe 10m DJF nan +thetao Europe 10m year nan thetao Europe 100m MAM nan thetao Europe 100m JJA nan thetao Europe 100m SON nan thetao Europe 100m DJF nan +thetao Europe 100m year nan thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM nan thetao South_America 10m JJA nan thetao South_America 10m SON nan thetao South_America 10m DJF nan +thetao South_America 10m year nan thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM nan thetao Australia 10m JJA nan thetao Australia 10m SON nan thetao Australia 10m DJF nan +thetao Australia 10m year nan thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM nan thetao Antarctica 10m JJA nan thetao Antarctica 10m SON nan thetao Antarctica 10m DJF nan +thetao Antarctica 10m year nan thetao Antarctica 100m MAM nan thetao Antarctica 100m JJA nan thetao Antarctica 100m SON nan thetao Antarctica 100m DJF nan +thetao Antarctica 100m year nan thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 1.1731638 thetao glob 10m JJA 1.0880064 thetao glob 10m SON 1.0700583 thetao glob 10m DJF 1.2104003 +thetao glob 10m year 1.070758 thetao glob 100m MAM 1.2629067 thetao glob 100m JJA 1.2611781 thetao glob 100m SON 1.26423 thetao glob 100m DJF 1.2743556 +thetao glob 100m year 1.2411107 thetao glob 1000m MAM 0.768847 thetao glob 1000m JJA 0.76878667 thetao glob 1000m SON 0.76922286 thetao glob 1000m DJF 0.76869076 +thetao glob 1000m year 0.7678378 thetao arctic 10m MAM 0.8061124 thetao arctic 10m JJA 0.60113835 thetao arctic 10m SON 0.57399845 thetao arctic 10m DJF 0.7681476 +thetao arctic 10m year 0.6197008 thetao arctic 100m MAM 0.71264815 thetao arctic 100m JJA 0.59471416 thetao arctic 100m SON 0.5680937 thetao arctic 100m DJF 0.5699382 +thetao arctic 100m year 0.5918425 thetao arctic 1000m MAM 0.2516343 thetao arctic 1000m JJA 0.25035626 thetao arctic 1000m SON 0.2552695 thetao arctic 1000m DJF 0.2510843 +thetao arctic 1000m year 0.2516792 thetao northmid 10m MAM 1.5988213 thetao northmid 10m JJA 1.7233742 thetao northmid 10m SON 1.5786257 thetao northmid 10m DJF 1.5471212 +thetao northmid 10m year 1.537247 thetao northmid 100m MAM 1.4751428 thetao northmid 100m JJA 1.5640695 thetao northmid 100m SON 1.6789892 thetao northmid 100m DJF 1.5990177 +thetao northmid 100m year 1.5689355 thetao northmid 1000m MAM 1.0306953 thetao northmid 1000m JJA 1.0192037 thetao northmid 1000m SON 1.0206568 thetao northmid 1000m DJF 1.0297433 +thetao northmid 1000m year 1.0238553 thetao tropics 10m MAM 1.1501322 thetao tropics 10m JJA 1.15485 thetao tropics 10m SON 1.1718966 thetao tropics 10m DJF 1.1674378 +thetao tropics 10m year 1.1092762 thetao tropics 100m MAM 1.6295686 thetao tropics 100m JJA 1.6875333 thetao tropics 100m SON 1.6898401 thetao tropics 100m DJF 1.7156774 +thetao tropics 100m year 1.645741 thetao tropics 1000m MAM 0.8088402 thetao tropics 1000m JJA 0.8194991 thetao tropics 1000m SON 0.8203183 thetao tropics 1000m DJF 0.8131827 +thetao tropics 1000m year 0.81421965 thetao innertropics 10m MAM 0.93202126 thetao innertropics 10m JJA 0.9942572 thetao innertropics 10m SON 1.0171685 thetao innertropics 10m DJF 0.99731284 +thetao innertropics 10m year 0.93105936 thetao innertropics 100m MAM 1.7648985 thetao innertropics 100m JJA 1.8773845 thetao innertropics 100m SON 1.8453683 thetao innertropics 100m DJF 1.8635219 +thetao innertropics 100m year 1.7828985 thetao innertropics 1000m MAM 0.65028244 thetao innertropics 1000m JJA 0.6562944 thetao innertropics 1000m SON 0.6682323 thetao innertropics 1000m DJF 0.661759 +thetao innertropics 1000m year 0.6569046 thetao nino34 10m MAM 0.7335821 thetao nino34 10m JJA 1.0379298 thetao nino34 10m SON 0.9818587 thetao nino34 10m DJF 0.44179568 +thetao nino34 10m year 0.7689832 thetao nino34 100m MAM 1.3466619 thetao nino34 100m JJA 1.5429778 thetao nino34 100m SON 1.3195362 thetao nino34 100m DJF 1.1769061 +thetao nino34 100m year 1.2819667 thetao nino34 1000m MAM 0.8400066 thetao nino34 1000m JJA 0.8264612 thetao nino34 1000m SON 0.7839085 thetao nino34 1000m DJF 0.7123768 +thetao nino34 1000m year 0.790688 thetao southmid 10m MAM 1.1723108 thetao southmid 10m JJA 1.1070952 thetao southmid 10m SON 1.1190413 thetao southmid 10m DJF 1.2370853 +thetao southmid 10m year 1.1272908 thetao southmid 100m MAM 1.057687 thetao southmid 100m JJA 1.017305 thetao southmid 100m SON 1.0244876 thetao southmid 100m DJF 1.0373757 +thetao southmid 100m year 1.0167816 thetao southmid 1000m MAM 0.7756225 thetao southmid 1000m JJA 0.7675131 thetao southmid 1000m SON 0.7611583 thetao southmid 1000m DJF 0.7678235 +thetao southmid 1000m year 0.76684684 thetao antarctic 10m MAM 1.1061857 thetao antarctic 10m JJA 0.5254835 thetao antarctic 10m SON 0.4437982 thetao antarctic 10m DJF 1.362372 +thetao antarctic 10m year 0.6786845 thetao antarctic 100m MAM 0.7473132 thetao antarctic 100m JJA 0.6831321 thetao antarctic 100m SON 0.59492064 thetao antarctic 100m DJF 0.6361021 +thetao antarctic 100m year 0.6306406 thetao antarctic 1000m MAM 0.68292063 thetao antarctic 1000m JJA 0.67164063 thetao antarctic 1000m SON 0.6903981 thetao antarctic 1000m DJF 0.69006306 +thetao antarctic 1000m year 0.6835689 so Atlantic_Basin 10m MAM 0.5916193 so Atlantic_Basin 10m JJA 0.6066188 so Atlantic_Basin 10m SON 0.5962652 so Atlantic_Basin 10m DJF 0.60000217 +so Atlantic_Basin 10m year 0.58206725 so Atlantic_Basin 100m MAM 0.36538735 so Atlantic_Basin 100m JJA 0.37507513 so Atlantic_Basin 100m SON 0.37600377 so Atlantic_Basin 100m DJF 0.3703956 +so Atlantic_Basin 100m year 0.36870617 so Atlantic_Basin 1000m MAM 0.1979436 so Atlantic_Basin 1000m JJA 0.19733632 so Atlantic_Basin 1000m SON 0.19786137 so Atlantic_Basin 1000m DJF 0.1988006 +so Atlantic_Basin 1000m year 0.19794029 so Pacific_Basin 10m MAM 0.5526961 so Pacific_Basin 10m JJA 0.5335346 so Pacific_Basin 10m SON 0.5287134 so Pacific_Basin 10m DJF 0.53120196 +so Pacific_Basin 10m year 0.5285094 so Pacific_Basin 100m MAM 0.44631281 so Pacific_Basin 100m JJA 0.45292142 so Pacific_Basin 100m SON 0.45513773 so Pacific_Basin 100m DJF 0.45414823 +so Pacific_Basin 100m year 0.4506519 so Pacific_Basin 1000m MAM 0.09814108 so Pacific_Basin 1000m JJA 0.09808237 so Pacific_Basin 1000m SON 0.09947881 so Pacific_Basin 1000m DJF 0.098619364 +so Pacific_Basin 1000m year 0.098456174 so Indian_Basin 10m MAM 0.4823469 so Indian_Basin 10m JJA 0.44725856 so Indian_Basin 10m SON 0.50291353 so Indian_Basin 10m DJF 0.514086 +so Indian_Basin 10m year 0.46734565 so Indian_Basin 100m MAM 0.36894834 so Indian_Basin 100m JJA 0.39248124 so Indian_Basin 100m SON 0.38361132 so Indian_Basin 100m DJF 0.3804277 +so Indian_Basin 100m year 0.37898517 so Indian_Basin 1000m MAM 0.11068236 so Indian_Basin 1000m JJA 0.110250086 so Indian_Basin 1000m SON 0.11069233 so Indian_Basin 1000m DJF 0.109784834 +so Indian_Basin 1000m year 0.110007435 so Arctic_Basin 10m MAM 1.6967052 so Arctic_Basin 10m JJA 1.5983546 so Arctic_Basin 10m SON 1.4929187 so Arctic_Basin 10m DJF 1.7180716 +so Arctic_Basin 10m year 1.5784252 so Arctic_Basin 100m MAM 0.302883 so Arctic_Basin 100m JJA 0.31292596 so Arctic_Basin 100m SON 0.36243722 so Arctic_Basin 100m DJF 0.3161038 +so Arctic_Basin 100m year 0.31925616 so Arctic_Basin 1000m MAM 0.2709663 so Arctic_Basin 1000m JJA 0.2649829 so Arctic_Basin 1000m SON 0.26444685 so Arctic_Basin 1000m DJF 0.2747868 +so Arctic_Basin 1000m year 0.2687957 so Southern_Ocean_Basin 10m MAM 0.22235245 so Southern_Ocean_Basin 10m JJA 0.19047089 so Southern_Ocean_Basin 10m SON 0.19296452 so Southern_Ocean_Basin 10m DJF 0.2415406 +so Southern_Ocean_Basin 10m year 0.20819546 so Southern_Ocean_Basin 100m MAM 0.1964402 so Southern_Ocean_Basin 100m JJA 0.19075048 so Southern_Ocean_Basin 100m SON 0.18626413 so Southern_Ocean_Basin 100m DJF 0.1893175 +so Southern_Ocean_Basin 100m year 0.18791692 so Southern_Ocean_Basin 1000m MAM 0.080050156 so Southern_Ocean_Basin 1000m JJA 0.07917668 so Southern_Ocean_Basin 1000m SON 0.07879919 so Southern_Ocean_Basin 1000m DJF 0.07800587 +so Southern_Ocean_Basin 1000m year 0.07886467 so Mediterranean_Basin 10m MAM 2.1880856 so Mediterranean_Basin 10m JJA 2.231123 so Mediterranean_Basin 10m SON 2.2093143 so Mediterranean_Basin 10m DJF 2.1734428 +so Mediterranean_Basin 10m year 2.200492 so Mediterranean_Basin 100m MAM 2.2143567 so Mediterranean_Basin 100m JJA 2.2090054 so Mediterranean_Basin 100m SON 2.2202363 so Mediterranean_Basin 100m DJF 2.193437 +so Mediterranean_Basin 100m year 2.209259 so Mediterranean_Basin 1000m MAM 0.8447173 so Mediterranean_Basin 1000m JJA 0.853802 so Mediterranean_Basin 1000m SON 0.8413439 so Mediterranean_Basin 1000m DJF 0.83328235 +so Mediterranean_Basin 1000m year 0.8432862 so Asia 10m MAM 0.22194672 so Asia 10m JJA 0.3475418 so Asia 10m SON 0.10406113 so Asia 10m DJF 0.08716965 +so Asia 10m year 0.146595 so Asia 100m MAM nan so Asia 100m JJA nan so Asia 100m SON nan so Asia 100m DJF nan +so Asia 100m year nan so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM nan so North_America 10m JJA nan so North_America 10m SON nan so North_America 10m DJF nan +so North_America 10m year nan so North_America 100m MAM nan so North_America 100m JJA nan so North_America 100m SON nan so North_America 100m DJF nan +so North_America 100m year nan so North_America 1000m MAM nan so North_America 1000m JJA nan so North_America 1000m SON nan so North_America 1000m DJF nan +so North_America 1000m year nan so Europe 10m MAM nan so Europe 10m JJA nan so Europe 10m SON nan so Europe 10m DJF nan +so Europe 10m year nan so Europe 100m MAM nan so Europe 100m JJA nan so Europe 100m SON nan so Europe 100m DJF nan +so Europe 100m year nan so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM nan so South_America 10m JJA nan so South_America 10m SON nan so South_America 10m DJF nan +so South_America 10m year nan so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM nan so Australia 10m JJA nan so Australia 10m SON nan so Australia 10m DJF nan +so Australia 10m year nan so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM nan so Antarctica 10m JJA nan so Antarctica 10m SON nan so Antarctica 10m DJF nan +so Antarctica 10m year nan so Antarctica 100m MAM nan so Antarctica 100m JJA nan so Antarctica 100m SON nan so Antarctica 100m DJF nan +so Antarctica 100m year nan so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.61071926 so glob 10m JJA 0.5844569 so glob 10m SON 0.5747848 so glob 10m DJF 0.6161909 +so glob 10m year 0.58254063 so glob 100m MAM 0.35193506 so glob 100m JJA 0.35758173 so glob 100m SON 0.3613416 so glob 100m DJF 0.355651 +so glob 100m year 0.3541249 so glob 1000m MAM 0.13288188 so glob 1000m JJA 0.13197775 so glob 1000m SON 0.13239704 so glob 1000m DJF 0.13278772 +so glob 1000m year 0.13238128 so arctic 10m MAM 1.4902774 so arctic 10m JJA 1.419466 so arctic 10m SON 1.3531613 so arctic 10m DJF 1.5342687 +so arctic 10m year 1.4058118 so arctic 100m MAM 0.32217896 so arctic 100m JJA 0.33005816 so arctic 100m SON 0.36847353 so arctic 100m DJF 0.33096498 +so arctic 100m year 0.33388218 so arctic 1000m MAM 0.25644207 so arctic 1000m JJA 0.2510461 so arctic 1000m SON 0.25046644 so arctic 1000m DJF 0.26008606 +so arctic 1000m year 0.2545102 so northmid 10m MAM 0.8931835 so northmid 10m JJA 0.9120756 so northmid 10m SON 0.9258952 so northmid 10m DJF 0.89362085 +so northmid 10m year 0.901659 so northmid 100m MAM 0.71089095 so northmid 100m JJA 0.7186711 so northmid 100m SON 0.7122514 so northmid 100m DJF 0.69860065 +so northmid 100m year 0.7095075 so northmid 1000m MAM 0.30246362 so northmid 1000m JJA 0.3024754 so northmid 1000m SON 0.30169767 so northmid 1000m DJF 0.30144683 +so northmid 1000m year 0.30196288 so tropics 10m MAM 0.5250003 so tropics 10m JJA 0.50528735 so tropics 10m SON 0.49873838 so tropics 10m DJF 0.5092619 +so tropics 10m year 0.49476445 so tropics 100m MAM 0.4056476 so tropics 100m JJA 0.4194296 so tropics 100m SON 0.42366087 so tropics 100m DJF 0.4222898 +so tropics 100m year 0.41550812 so tropics 1000m MAM 0.08438007 so tropics 1000m JJA 0.08465545 so tropics 1000m SON 0.08619279 so tropics 1000m DJF 0.085658155 +so tropics 1000m year 0.08502049 so innertropics 10m MAM 0.5104712 so innertropics 10m JJA 0.4818877 so innertropics 10m SON 0.48740667 so innertropics 10m DJF 0.49392202 +so innertropics 10m year 0.47303063 so innertropics 100m MAM 0.35907093 so innertropics 100m JJA 0.36286867 so innertropics 100m SON 0.36728805 so innertropics 100m DJF 0.37632796 +so innertropics 100m year 0.36336568 so innertropics 1000m MAM 0.06583054 so innertropics 1000m JJA 0.066170074 so innertropics 1000m SON 0.06743247 so innertropics 1000m DJF 0.06681445 +so innertropics 1000m year 0.06628905 so nino34 10m MAM 0.41291046 so nino34 10m JJA 0.39558756 so nino34 10m SON 0.46392944 so nino34 10m DJF 0.45492843 +so nino34 10m year 0.43136877 so nino34 100m MAM 0.30777058 so nino34 100m JJA 0.309833 so nino34 100m SON 0.31481987 so nino34 100m DJF 0.3388689 +so nino34 100m year 0.3177621 so nino34 1000m MAM 0.02125419 so nino34 1000m JJA 0.0195309 so nino34 1000m SON 0.019582113 so nino34 1000m DJF 0.019021606 +so nino34 1000m year 0.0194355 so southmid 10m MAM 0.19254328 so southmid 10m JJA 0.17996392 so southmid 10m SON 0.18293287 so southmid 10m DJF 0.19295047 +so southmid 10m year 0.18327035 so southmid 100m MAM 0.1725099 so southmid 100m JJA 0.16392933 so southmid 100m SON 0.15733758 so southmid 100m DJF 0.16306196 +so southmid 100m year 0.1606229 so southmid 1000m MAM 0.10547203 so southmid 1000m JJA 0.10332393 so southmid 1000m SON 0.103511535 so southmid 1000m DJF 0.10325699 +so southmid 1000m year 0.10377517 so antarctic 10m MAM 0.29418322 so antarctic 10m JJA 0.22076936 so antarctic 10m SON 0.22077899 so antarctic 10m DJF 0.35293916 +so antarctic 10m year 0.26650006 so antarctic 100m MAM 0.26074874 so antarctic 100m JJA 0.26479462 so antarctic 100m SON 0.26223105 so antarctic 100m DJF 0.25765413 +so antarctic 100m year 0.2600865 so antarctic 1000m MAM 0.08008556 so antarctic 1000m JJA 0.081090316 so antarctic 1000m SON 0.080414616 so antarctic 1000m DJF 0.07843464 +so antarctic 1000m year 0.07989437 diff --git a/eval/ERA5/CanESM5.csv b/eval/ERA5/CanESM5.csv index 8910f5b..a2319b3 100644 --- a/eval/ERA5/CanESM5.csv +++ b/eval/ERA5/CanESM5.csv @@ -3,1583 +3,1979 @@ siconc Atlantic_Basin surface MAM 19.058794449728197 siconc Atlantic_Basin surface JJA 14.623554102585441 siconc Atlantic_Basin surface SON 13.529182213978041 siconc Atlantic_Basin surface DJF 18.59399989330052 +siconc Atlantic_Basin surface year 14.261520394803329 siconc Pacific_Basin surface MAM 11.326672114164035 siconc Pacific_Basin surface JJA 2.395738966680447 siconc Pacific_Basin surface SON 5.941721446362701 siconc Pacific_Basin surface DJF 13.46673811986003 +siconc Pacific_Basin surface year 11.18730725166638 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 2.9042132618570045 siconc Arctic_Basin surface JJA 5.769076906620084 siconc Arctic_Basin surface SON 6.8944603077422455 siconc Arctic_Basin surface DJF 3.7583438542796683 +siconc Arctic_Basin surface year 3.8296018480306406 siconc Southern_Ocean_Basin surface MAM 9.48499647152172 siconc Southern_Ocean_Basin surface JJA 8.461727001460105 siconc Southern_Ocean_Basin surface SON 9.196585303893574 siconc Southern_Ocean_Basin surface DJF 11.343366293421912 +siconc Southern_Ocean_Basin surface year 8.017613202185766 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 30.05845839800934 siconc Asia surface JJA 17.807567291259765 siconc Asia surface SON 15.62901896158854 siconc Asia surface DJF 41.6364297914505 +siconc Asia surface year 29.498147223504883 siconc North_America surface MAM 11.769911193847648 siconc North_America surface JJA 44.46954345703125 siconc North_America surface SON 31.083739318847655 siconc North_America surface DJF 7.23145660400391 +siconc North_America surface year 23.641164550781255 siconc Europe surface MAM 2.37 siconc Europe surface JJA nan siconc Europe surface SON 1.32 siconc Europe surface DJF 9.05 +siconc Europe surface year 4.25 siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 2.738582515716553 siconc Antarctica surface JJA 33.80942443847656 siconc Antarctica surface SON 36.242342987060546 siconc Antarctica surface DJF 1.0947569990158081 +siconc Antarctica surface year 17.1044856262207 siconc glob surface MAM 7.6094116584719895 siconc glob surface JJA 7.756749213524065 siconc glob surface SON 8.513282949981706 siconc glob surface DJF 8.887335316761249 +siconc glob surface year 7.12756508190762 siconc arctic surface MAM 5.029434549870872 siconc arctic surface JJA 6.914582053106866 siconc arctic surface SON 7.900478301059072 siconc arctic surface DJF 5.837242414918237 +siconc arctic surface year 5.41359318993244 siconc northmid surface MAM 16.458634168652768 siconc northmid surface JJA 10.163873850529583 siconc northmid surface SON 5.213065971731495 siconc northmid surface DJF 16.03678449581948 +siconc northmid surface year 12.646746503503465 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 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surface DJF 0.30106977 +tos North_America surface year 0.30502173 tos Europe surface MAM 0.6529233 tos Europe surface JJA 0.6818243 tos Europe surface SON 0.42384252 tos Europe surface DJF 0.37357634 +tos Europe surface year 0.23264164 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM 0.16055109 tos South_America surface JJA 0.11189387 tos South_America surface SON 0.24631286 tos South_America surface DJF 0.12292383 +tos South_America surface year 0.08917457 tos Oceania surface MAM 0.22646022 tos Oceania surface JJA 0.20377237 tos Oceania surface SON 0.15744865 tos Oceania surface DJF 0.4847461 +tos Oceania surface year 0.26810682 tos Australia surface MAM 0.22664642 tos Australia surface JJA 0.0680331 tos Australia surface SON 0.0843555 tos Australia surface DJF 0.38437814 +tos Australia surface year 0.13275439 tos Antarctica surface MAM 0.13246584 tos Antarctica surface JJA 0.044026643 tos Antarctica surface SON 0.047717452 tos Antarctica surface DJF 0.49411097 +tos Antarctica surface year 0.17958024 tos glob surface MAM 0.18363398 tos glob surface JJA 0.19706014 tos glob surface SON 0.21368994 tos glob surface DJF 0.17376561 +tos glob surface year 0.15059076 tos arctic surface MAM 0.14630665 tos arctic surface JJA 0.29291046 tos arctic surface SON 0.2563265 tos arctic surface DJF 0.14064594 +tos arctic surface year 0.17213774 tos northmid surface MAM 0.29661041 tos northmid surface JJA 0.4105833 tos northmid surface SON 0.44560656 tos northmid surface DJF 0.24544989 +tos northmid surface year 0.28840753 tos tropics surface MAM 0.18462272 tos tropics surface JJA 0.15353617 tos tropics surface SON 0.16359726 tos tropics surface DJF 0.15840855 +tos tropics surface year 0.13429978 tos innertropics surface MAM 0.21532598 tos innertropics surface JJA 0.1413372 tos innertropics surface SON 0.16340882 tos innertropics surface DJF 0.15731776 +tos innertropics surface year 0.14085104 tos nino34 surface MAM 0.38339582 tos nino34 surface JJA 0.23955256 tos nino34 surface SON 0.11114977 tos nino34 surface DJF 0.12518254 +tos nino34 surface year 0.18102859 tos southmid surface MAM 0.14683416 tos southmid surface JJA 0.13532235 tos southmid surface SON 0.18472461 tos southmid surface DJF 0.13549607 +tos southmid surface year 0.11520662 tos antarctic surface MAM 0.18337111 tos antarctic surface JJA 0.11960724 tos antarctic surface SON 0.13635251 tos antarctic surface DJF 0.27543822 +tos antarctic surface year 0.10677684 mlotst Atlantic_Basin surface MAM 32.81232 mlotst Atlantic_Basin surface JJA 8.984289 mlotst Atlantic_Basin surface SON 12.251366 mlotst Atlantic_Basin surface DJF 35.28963 +mlotst Atlantic_Basin surface year 20.881508 mlotst Pacific_Basin surface MAM 13.329058 mlotst Pacific_Basin surface JJA 8.77491 mlotst Pacific_Basin surface SON 10.24517 mlotst Pacific_Basin surface DJF 13.264286 +mlotst Pacific_Basin surface year 10.1593685 mlotst Indian_Basin surface MAM 6.4500804 mlotst Indian_Basin surface JJA 15.482622 mlotst Indian_Basin surface SON 12.499241 mlotst Indian_Basin surface DJF 4.283103 +mlotst Indian_Basin surface year 8.597498 mlotst Arctic_Basin surface MAM 21.595367 mlotst Arctic_Basin surface JJA 5.4200697 mlotst Arctic_Basin surface SON 11.956707 mlotst Arctic_Basin surface DJF 18.368137 +mlotst Arctic_Basin surface year 13.522795 mlotst Southern_Ocean_Basin surface MAM 35.724564 mlotst Southern_Ocean_Basin surface JJA 54.774277 mlotst Southern_Ocean_Basin surface SON 72.56449 mlotst Southern_Ocean_Basin surface DJF 19.957966 +mlotst Southern_Ocean_Basin surface year 44.81559 mlotst Mediterranean_Basin surface MAM 21.453053 mlotst Mediterranean_Basin surface JJA 4.423343 mlotst Mediterranean_Basin surface SON 5.263841 mlotst Mediterranean_Basin surface DJF 31.14132 +mlotst Mediterranean_Basin surface year 13.117492 mlotst Asia surface MAM 9.513818 mlotst Asia surface JJA 4.8524365 mlotst Asia surface SON 5.179662 mlotst Asia surface DJF 7.642466 +mlotst Asia surface year 6.7970953 mlotst North_America surface MAM 30.336222 mlotst North_America surface JJA 7.800498 mlotst North_America surface SON 14.306937 mlotst North_America surface DJF 26.163021 +mlotst North_America surface year 19.65167 mlotst Europe surface MAM 17.383732 mlotst Europe surface JJA 5.5674534 mlotst Europe surface SON 14.391208 mlotst Europe surface DJF 26.11227 +mlotst Europe surface year 15.863666 mlotst Africa surface MAM nan mlotst Africa surface JJA nan mlotst Africa surface SON nan mlotst Africa surface DJF nan +mlotst Africa surface year nan mlotst South_America surface MAM 13.355545 mlotst South_America surface JJA 6.4981713 mlotst South_America surface SON 9.279151 mlotst South_America surface DJF 18.162104 +mlotst South_America surface year 11.823742 mlotst Oceania surface MAM 37.83786 mlotst Oceania surface JJA 36.882805 mlotst Oceania surface SON 28.152182 mlotst Oceania surface DJF 12.993368 +mlotst Oceania surface year 28.966553 mlotst Australia surface MAM 16.85647 mlotst Australia surface JJA 2.4780996 mlotst Australia surface SON 10.01998 mlotst Australia surface DJF 13.428282 +mlotst Australia surface year 10.695707 mlotst Antarctica surface MAM 53.110134 mlotst Antarctica surface JJA 74.01284 mlotst Antarctica surface SON 68.8927 mlotst Antarctica surface DJF 21.967876 +mlotst Antarctica surface year 54.495888 mlotst glob surface MAM 23.36132 mlotst glob surface JJA 21.846035 mlotst glob surface SON 28.3302 mlotst glob surface DJF 18.921291 +mlotst glob surface year 21.978611 mlotst arctic surface MAM 35.65061 mlotst arctic surface JJA 5.2062845 mlotst arctic surface SON 13.536819 mlotst arctic surface DJF 33.145947 +mlotst arctic surface year 20.76192 mlotst northmid surface MAM 38.878536 mlotst northmid surface JJA 3.0137324 mlotst northmid surface SON 10.343074 mlotst northmid surface DJF 43.55783 +mlotst northmid surface year 22.288963 mlotst tropics surface MAM 6.325689 mlotst tropics surface JJA 8.35903 mlotst tropics surface SON 6.6406503 mlotst tropics surface DJF 6.666418 +mlotst tropics surface year 5.8956904 mlotst innertropics surface MAM 6.39058 mlotst innertropics surface JJA 7.6199813 mlotst innertropics surface SON 6.0452547 mlotst innertropics surface DJF 7.1166286 +mlotst innertropics surface year 5.7226152 mlotst nino34 surface MAM 3.8429847 mlotst nino34 surface JJA 4.2686596 mlotst nino34 surface SON 3.5091522 mlotst nino34 surface DJF 6.9332833 +mlotst nino34 surface year 3.8559682 mlotst southmid surface MAM 28.292824 mlotst southmid surface JJA 51.643448 mlotst southmid surface SON 70.06999 mlotst southmid surface DJF 16.651098 +mlotst southmid surface year 40.789387 mlotst antarctic surface MAM 37.0701 mlotst antarctic surface JJA 50.105392 mlotst antarctic surface SON 55.80381 mlotst antarctic surface DJF 15.876953 +mlotst antarctic surface year 38.562023 thetao Atlantic_Basin 10m MAM 1.3702234 thetao Atlantic_Basin 10m JJA 1.5340521 thetao Atlantic_Basin 10m SON 1.3179377 thetao Atlantic_Basin 10m DJF 1.2388523 +thetao Atlantic_Basin 10m year 1.3001415 thetao Atlantic_Basin 100m MAM 1.4109734 thetao Atlantic_Basin 100m JJA 1.3377427 thetao Atlantic_Basin 100m SON 1.3006315 thetao Atlantic_Basin 100m DJF 1.3169866 +thetao Atlantic_Basin 100m year 1.3088732 thetao Atlantic_Basin 1000m MAM 2.0028982 thetao Atlantic_Basin 1000m JJA 2.004818 thetao Atlantic_Basin 1000m SON 1.9984534 thetao Atlantic_Basin 1000m DJF 1.983456 +thetao Atlantic_Basin 1000m year 1.99732 thetao Pacific_Basin 10m MAM 0.98159367 thetao Pacific_Basin 10m JJA 0.88264537 thetao Pacific_Basin 10m SON 0.93402153 thetao Pacific_Basin 10m DJF 0.95727473 +thetao Pacific_Basin 10m year 0.8473577 thetao Pacific_Basin 100m MAM 1.3697652 thetao Pacific_Basin 100m JJA 1.4700617 thetao Pacific_Basin 100m SON 1.4584744 thetao Pacific_Basin 100m DJF 1.4090896 +thetao Pacific_Basin 100m year 1.3910319 thetao Pacific_Basin 1000m MAM 1.2433766 thetao Pacific_Basin 1000m JJA 1.2503601 thetao Pacific_Basin 1000m SON 1.2451533 thetao Pacific_Basin 1000m DJF 1.2438936 +thetao Pacific_Basin 1000m year 1.2456961 thetao Indian_Basin 10m MAM 0.60418713 thetao Indian_Basin 10m JJA 0.4990034 thetao Indian_Basin 10m SON 0.6099877 thetao Indian_Basin 10m DJF 0.6404709 +thetao Indian_Basin 10m year 0.49665377 thetao Indian_Basin 100m MAM 0.81221974 thetao Indian_Basin 100m JJA 0.8801519 thetao Indian_Basin 100m SON 0.9248917 thetao Indian_Basin 100m DJF 0.88241315 +thetao Indian_Basin 100m year 0.7919838 thetao Indian_Basin 1000m MAM 1.0741057 thetao Indian_Basin 1000m JJA 1.071169 thetao Indian_Basin 1000m SON 1.0758361 thetao Indian_Basin 1000m DJF 1.0590042 +thetao Indian_Basin 1000m year 1.0696486 thetao Arctic_Basin 10m MAM 0.40133592 thetao Arctic_Basin 10m JJA 0.41362956 thetao Arctic_Basin 10m SON 0.29719555 thetao Arctic_Basin 10m DJF 0.4501645 +thetao Arctic_Basin 10m year 0.32347307 thetao Arctic_Basin 100m MAM 0.42098758 thetao Arctic_Basin 100m JJA 0.43488243 thetao Arctic_Basin 100m SON 0.46108624 thetao Arctic_Basin 100m DJF 0.474652 +thetao Arctic_Basin 100m year 0.44280967 thetao Arctic_Basin 1000m MAM 0.7057796 thetao Arctic_Basin 1000m JJA 0.6921084 thetao Arctic_Basin 1000m SON 0.69786036 thetao Arctic_Basin 1000m DJF 0.70872253 +thetao Arctic_Basin 1000m year 0.7010942 thetao Southern_Ocean_Basin 10m MAM 0.7102216 thetao Southern_Ocean_Basin 10m JJA 0.66447437 thetao Southern_Ocean_Basin 10m SON 0.63987035 thetao Southern_Ocean_Basin 10m DJF 0.802233 +thetao Southern_Ocean_Basin 10m year 0.66583836 thetao Southern_Ocean_Basin 100m MAM 0.8663872 thetao Southern_Ocean_Basin 100m JJA 0.7555133 thetao Southern_Ocean_Basin 100m SON 0.7587272 thetao Southern_Ocean_Basin 100m DJF 0.8236303 +thetao Southern_Ocean_Basin 100m year 0.7758221 thetao Southern_Ocean_Basin 1000m MAM 0.68055546 thetao Southern_Ocean_Basin 1000m JJA 0.6821089 thetao Southern_Ocean_Basin 1000m SON 0.675773 thetao Southern_Ocean_Basin 1000m DJF 0.6706828 +thetao Southern_Ocean_Basin 1000m year 0.67665285 thetao Mediterranean_Basin 10m MAM 1.2001806 thetao Mediterranean_Basin 10m JJA 1.1004059 thetao Mediterranean_Basin 10m SON 1.1879281 thetao Mediterranean_Basin 10m DJF 0.9402279 +thetao Mediterranean_Basin 10m year 1.088067 thetao Mediterranean_Basin 100m MAM 0.6631262 thetao Mediterranean_Basin 100m JJA 0.6964504 thetao Mediterranean_Basin 100m SON 0.68521756 thetao Mediterranean_Basin 100m DJF 0.6348311 +thetao Mediterranean_Basin 100m year 0.666053 thetao Mediterranean_Basin 1000m MAM 0.41767648 thetao Mediterranean_Basin 1000m JJA 0.41256577 thetao Mediterranean_Basin 1000m SON 0.40868995 thetao Mediterranean_Basin 1000m DJF 0.41748506 +thetao Mediterranean_Basin 1000m year 0.4141056 thetao Asia 10m MAM 3.2736328 thetao Asia 10m JJA 2.028747 thetao Asia 10m SON 2.6571999 thetao Asia 10m DJF 1.8236216 +thetao Asia 10m year 1.0842896 thetao Asia 100m MAM 1.0892572 thetao Asia 100m JJA 1.2039796 thetao Asia 100m SON 0.8105571 thetao Asia 100m DJF 1.0959773 +thetao Asia 100m year 1.0499352 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.3888452 thetao North_America 10m JJA 1.144543 thetao North_America 10m SON 0.47029683 thetao North_America 10m DJF 1.2116029 +thetao North_America 10m year 1.0184639 thetao North_America 100m MAM 1.4997051 thetao North_America 100m JJA 0.57292396 thetao North_America 100m SON 0.3514154 thetao North_America 100m DJF 0.43417704 +thetao North_America 100m year 0.7131554 thetao North_America 1000m MAM 2.5312634 thetao North_America 1000m JJA 2.5609417 thetao North_America 1000m SON 2.5607262 thetao North_America 1000m DJF 2.5366144 +thetao North_America 1000m year 2.5473938 thetao Europe 10m MAM 1.8198831 thetao Europe 10m JJA 1.6922749 thetao Europe 10m SON 1.2283623 thetao Europe 10m DJF 1.728373 +thetao Europe 10m year 0.6974067 thetao Europe 100m MAM 0.51928234 thetao Europe 100m JJA 0.60603285 thetao Europe 100m SON 0.5883789 thetao Europe 100m DJF 0.4793377 +thetao Europe 100m year 0.5482578 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 1.6194682 thetao South_America 10m JJA 1.549017 thetao South_America 10m SON 1.4355454 thetao South_America 10m DJF 1.2602972 +thetao South_America 10m year 1.4660872 thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM 0.49432278 thetao Oceania 10m JJA 0.5426421 thetao Oceania 10m SON 0.7584677 thetao Oceania 10m DJF 0.5479088 +thetao Oceania 10m year 0.34784698 thetao Oceania 100m MAM 0.54088974 thetao Oceania 100m JJA 0.31777954 thetao Oceania 100m SON 0.21373463 thetao Oceania 100m DJF 0.35336018 +thetao Oceania 100m year 0.3564415 thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 0.72600746 thetao Australia 10m JJA 1.3120947 thetao Australia 10m SON 1.758759 thetao Australia 10m DJF 1.4222026 +thetao Australia 10m year 1.3047681 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 0.09491873 thetao Antarctica 10m JJA 0.013847947 thetao Antarctica 10m SON 0.19542432 thetao Antarctica 10m DJF 0.101579726 +thetao Antarctica 10m year 0.003193438 thetao Antarctica 100m MAM 1.0992427 thetao Antarctica 100m JJA 0.9033581 thetao Antarctica 100m SON 0.88800764 thetao Antarctica 100m DJF 0.917537 +thetao Antarctica 100m year 0.9520211 thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 0.88227934 thetao glob 10m JJA 0.85325086 thetao glob 10m SON 0.822207 thetao glob 10m DJF 0.8817378 +thetao glob 10m year 0.78812146 thetao glob 100m MAM 1.0765101 thetao glob 100m JJA 1.0711037 thetao glob 100m SON 1.0686424 thetao glob 100m DJF 1.0714781 +thetao glob 100m year 1.0382288 thetao glob 1000m MAM 1.137843 thetao glob 1000m JJA 1.1395581 thetao glob 1000m SON 1.1357621 thetao glob 1000m DJF 1.1304984 +thetao glob 1000m year 1.1356694 thetao arctic 10m MAM 0.6448429 thetao arctic 10m JJA 0.7565059 thetao arctic 10m SON 0.52503514 thetao arctic 10m DJF 0.60679525 +thetao arctic 10m year 0.570319 thetao arctic 100m MAM 0.6883011 thetao arctic 100m JJA 0.5879393 thetao arctic 100m SON 0.5919059 thetao arctic 100m DJF 0.5995641 +thetao arctic 100m year 0.6110214 thetao arctic 1000m MAM 0.81712323 thetao arctic 1000m JJA 0.8068875 thetao arctic 1000m SON 0.8109699 thetao arctic 1000m DJF 0.8188355 +thetao arctic 1000m year 0.81333756 thetao northmid 10m MAM 1.6685896 thetao northmid 10m JJA 1.5815641 thetao northmid 10m SON 1.4228444 thetao northmid 10m DJF 1.5379044 +thetao northmid 10m year 1.3778695 thetao northmid 100m MAM 1.6484758 thetao northmid 100m JJA 1.7617483 thetao northmid 100m SON 1.9964179 thetao northmid 100m DJF 1.7475288 +thetao northmid 100m year 1.7718524 thetao northmid 1000m MAM 1.7745479 thetao northmid 1000m JJA 1.7755514 thetao northmid 1000m SON 1.7676692 thetao northmid 1000m DJF 1.7685134 +thetao northmid 1000m year 1.771519 thetao tropics 10m MAM 0.8439478 thetao tropics 10m JJA 0.7906569 thetao tropics 10m SON 0.8480667 thetao tropics 10m DJF 0.82404065 +thetao tropics 10m year 0.7480739 thetao tropics 100m MAM 1.2640605 thetao tropics 100m JJA 1.362119 thetao tropics 100m SON 1.2810578 thetao tropics 100m DJF 1.2890134 +thetao tropics 100m year 1.240471 thetao tropics 1000m MAM 1.3750803 thetao tropics 1000m JJA 1.3817345 thetao tropics 1000m SON 1.3762255 thetao tropics 1000m DJF 1.3699092 +thetao tropics 1000m year 1.375706 thetao innertropics 10m MAM 0.81031084 thetao innertropics 10m JJA 0.7368543 thetao innertropics 10m SON 0.8151563 thetao innertropics 10m DJF 0.8327617 +thetao innertropics 10m year 0.6960615 thetao innertropics 100m MAM 1.5260926 thetao innertropics 100m JJA 1.720369 thetao innertropics 100m SON 1.6188637 thetao innertropics 100m DJF 1.5666076 +thetao innertropics 100m year 1.5257194 thetao innertropics 1000m MAM 1.3252739 thetao innertropics 1000m JJA 1.3279308 thetao innertropics 1000m SON 1.3252093 thetao innertropics 1000m DJF 1.3228732 +thetao innertropics 1000m year 1.3253219 thetao nino34 10m MAM 0.5881573 thetao nino34 10m JJA 0.3720751 thetao nino34 10m SON 0.49406746 thetao nino34 10m DJF 0.5285296 +thetao nino34 10m year 0.39149812 thetao nino34 100m MAM 0.84684056 thetao nino34 100m JJA 1.4346278 thetao nino34 100m SON 0.5877769 thetao nino34 100m DJF 0.6852465 +thetao nino34 100m year 0.6757777 thetao nino34 1000m MAM 0.886263 thetao nino34 1000m JJA 0.83812207 thetao nino34 1000m SON 0.8531179 thetao nino34 1000m DJF 0.8390116 +thetao nino34 1000m year 0.8541284 thetao southmid 10m MAM 0.7950089 thetao southmid 10m JJA 0.7537812 thetao southmid 10m SON 0.79054284 thetao southmid 10m DJF 0.8488957 +thetao southmid 10m year 0.7630415 thetao southmid 100m MAM 0.9871932 thetao southmid 100m JJA 0.8039282 thetao southmid 100m SON 0.7915365 thetao southmid 100m DJF 0.91281426 +thetao southmid 100m year 0.8501226 thetao southmid 1000m MAM 0.7510602 thetao southmid 1000m JJA 0.7443753 thetao southmid 1000m SON 0.74422395 thetao southmid 1000m DJF 0.7351669 +thetao southmid 1000m year 0.7429242 thetao antarctic 10m MAM 0.56633013 thetao antarctic 10m JJA 0.4505258 thetao antarctic 10m SON 0.3821567 thetao antarctic 10m DJF 0.7142565 +thetao antarctic 10m year 0.48556563 thetao antarctic 100m MAM 0.5840203 thetao antarctic 100m JJA 0.61970776 thetao antarctic 100m SON 0.64882326 thetao antarctic 100m DJF 0.61433065 +thetao antarctic 100m year 0.59482837 thetao antarctic 1000m MAM 0.72945464 thetao antarctic 1000m JJA 0.74691254 thetao antarctic 1000m SON 0.7355867 thetao antarctic 1000m DJF 0.7244587 +thetao antarctic 1000m year 0.7340285 so Atlantic_Basin 10m MAM 0.67177737 so Atlantic_Basin 10m JJA 0.73919135 so Atlantic_Basin 10m SON 0.7004488 so Atlantic_Basin 10m DJF 0.65818554 +so Atlantic_Basin 10m year 0.66407895 so Atlantic_Basin 100m MAM 0.479813 so Atlantic_Basin 100m JJA 0.45864838 so Atlantic_Basin 100m SON 0.45411804 so Atlantic_Basin 100m DJF 0.48221305 +so Atlantic_Basin 100m year 0.46603122 so Atlantic_Basin 1000m MAM 0.2885312 so Atlantic_Basin 1000m JJA 0.2871118 so Atlantic_Basin 1000m SON 0.2865541 so Atlantic_Basin 1000m DJF 0.28700128 +so Atlantic_Basin 1000m year 0.28728595 so Pacific_Basin 10m MAM 0.3963602 so Pacific_Basin 10m JJA 0.3906402 so Pacific_Basin 10m SON 0.4046908 so Pacific_Basin 10m DJF 0.38290063 +so Pacific_Basin 10m year 0.37849018 so Pacific_Basin 100m MAM 0.20619784 so Pacific_Basin 100m JJA 0.20204437 so Pacific_Basin 100m SON 0.19993104 so Pacific_Basin 100m DJF 0.19577457 +so Pacific_Basin 100m year 0.19762872 so Pacific_Basin 1000m MAM 0.15476888 so Pacific_Basin 1000m JJA 0.15453845 so Pacific_Basin 1000m SON 0.1547366 so Pacific_Basin 1000m DJF 0.1548358 +so Pacific_Basin 1000m year 0.15470427 so Indian_Basin 10m MAM 0.5660352 so Indian_Basin 10m JJA 0.5085601 so Indian_Basin 10m SON 0.50582224 so Indian_Basin 10m DJF 0.520844 +so Indian_Basin 10m year 0.51686794 so Indian_Basin 100m MAM 0.34620818 so Indian_Basin 100m JJA 0.33400896 so Indian_Basin 100m SON 0.36008242 so Indian_Basin 100m DJF 0.3528051 +so Indian_Basin 100m year 0.34454423 so Indian_Basin 1000m MAM 0.12513931 so Indian_Basin 1000m JJA 0.12711668 so Indian_Basin 1000m SON 0.12551521 so Indian_Basin 1000m DJF 0.12766142 +so Indian_Basin 1000m year 0.12621172 so Arctic_Basin 10m MAM 1.1266385 so Arctic_Basin 10m JJA 1.3154507 so Arctic_Basin 10m SON 1.1810393 so Arctic_Basin 10m DJF 1.2242814 +so Arctic_Basin 10m year 1.151384 so Arctic_Basin 100m MAM 0.95893604 so Arctic_Basin 100m JJA 0.9725928 so Arctic_Basin 100m SON 1.0273366 so Arctic_Basin 100m DJF 0.95712626 +so Arctic_Basin 100m year 0.978268 so Arctic_Basin 1000m MAM 0.3325562 so Arctic_Basin 1000m JJA 0.32644773 so Arctic_Basin 1000m SON 0.3258506 so Arctic_Basin 1000m DJF 0.33616388 +so Arctic_Basin 1000m year 0.33025464 so Southern_Ocean_Basin 10m MAM 0.20195203 so Southern_Ocean_Basin 10m JJA 0.20208678 so Southern_Ocean_Basin 10m SON 0.19573355 so Southern_Ocean_Basin 10m DJF 0.19687055 +so Southern_Ocean_Basin 10m year 0.19085933 so Southern_Ocean_Basin 100m MAM 0.21008836 so Southern_Ocean_Basin 100m JJA 0.20586994 so Southern_Ocean_Basin 100m SON 0.20496485 so Southern_Ocean_Basin 100m DJF 0.20369114 +so Southern_Ocean_Basin 100m year 0.20443611 so Southern_Ocean_Basin 1000m MAM 0.08004735 so Southern_Ocean_Basin 1000m JJA 0.07941346 so Southern_Ocean_Basin 1000m SON 0.07956267 so Southern_Ocean_Basin 1000m DJF 0.07831673 +so Southern_Ocean_Basin 1000m year 0.079193324 so Mediterranean_Basin 10m MAM 0.4038859 so Mediterranean_Basin 10m JJA 0.43388912 so Mediterranean_Basin 10m SON 0.53763735 so Mediterranean_Basin 10m DJF 0.44540095 +so Mediterranean_Basin 10m year 0.45218307 so Mediterranean_Basin 100m MAM 0.20524615 so Mediterranean_Basin 100m JJA 0.19362575 so Mediterranean_Basin 100m SON 0.1947123 so Mediterranean_Basin 100m DJF 0.19316193 +so Mediterranean_Basin 100m year 0.19421098 so Mediterranean_Basin 1000m MAM 0.13332053 so Mediterranean_Basin 1000m JJA 0.12593377 so Mediterranean_Basin 1000m SON 0.13727437 so Mediterranean_Basin 1000m DJF 0.13679604 +so Mediterranean_Basin 1000m year 0.13333163 so Asia 10m MAM 1.4338262 so Asia 10m JJA 1.5393782 so Asia 10m SON 1.3236438 so Asia 10m DJF 1.3195444 +so Asia 10m year 1.2486186 so Asia 100m MAM 0.27069473 so Asia 100m JJA 0.26917267 so Asia 100m SON 0.2715454 so Asia 100m DJF 0.25179672 +so Asia 100m year 0.2658043 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 1.2245046 so North_America 10m JJA 1.7784313 so North_America 10m SON 1.4355468 so North_America 10m DJF 1.3800371 +so North_America 10m year 1.4410713 so North_America 100m MAM 0.59290546 so North_America 100m JJA 0.5573139 so North_America 100m SON 0.5432584 so North_America 100m DJF 0.64541435 +so North_America 100m year 0.5847232 so North_America 1000m MAM 0.42787933 so North_America 1000m JJA 0.42949677 so North_America 1000m SON 0.4173584 so North_America 1000m DJF 0.42230988 +so North_America 1000m year 0.424263 so Europe 10m MAM 0.70464367 so Europe 10m JJA 1.016556 so Europe 10m SON 1.0685452 so Europe 10m DJF 0.7480382 +so Europe 10m year 0.8718815 so Europe 100m MAM 0.2883911 so Europe 100m JJA 0.2794819 so Europe 100m SON 0.23692703 so Europe 100m DJF 0.20865822 +so Europe 100m year 0.25336266 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 0.6630618 so South_America 10m JJA 0.52552414 so South_America 10m SON 0.5289205 so South_America 10m DJF 0.95322037 +so South_America 10m year 0.5986379 so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM 0.29190636 so Oceania 10m JJA 0.3373623 so Oceania 10m SON 0.39522552 so Oceania 10m DJF 0.38805962 +so Oceania 10m year 0.35313797 so Oceania 100m MAM 0.19245148 so Oceania 100m JJA 0.15202713 so Oceania 100m SON 0.18027115 so Oceania 100m DJF 0.17903137 +so Oceania 100m year 0.17594528 so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 0.68535423 so Australia 10m JJA 0.73088646 so Australia 10m SON 0.75517845 so Australia 10m DJF 0.7372322 +so Australia 10m year 0.7271652 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.39376068 so Antarctica 10m JJA 0.3182907 so Antarctica 10m SON 0.37812042 so Antarctica 10m DJF 0.5748863 +so Antarctica 10m year 0.4162674 so Antarctica 100m MAM 0.049743652 so Antarctica 100m JJA 0.13262558 so Antarctica 100m SON 0.0995903 so Antarctica 100m DJF 0.050697327 +so Antarctica 100m year 0.083164215 so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.5057719 so glob 10m JJA 0.533461 so glob 10m SON 0.5135986 so glob 10m DJF 0.50493735 +so glob 10m year 0.4941309 so glob 100m MAM 0.3533389 so glob 100m JJA 0.34715047 so glob 100m SON 0.35339776 so glob 100m DJF 0.34890965 +so glob 100m year 0.34816536 so glob 1000m MAM 0.17320047 so glob 1000m JJA 0.17237645 so glob 1000m SON 0.17220812 so glob 1000m DJF 0.17303336 +so glob 1000m year 0.1726385 so arctic 10m MAM 1.0504963 so arctic 10m JJA 1.234255 so arctic 10m SON 1.1089921 so arctic 10m DJF 1.1406829 +so arctic 10m year 1.0783297 so arctic 100m MAM 0.8706962 so arctic 100m JJA 0.87397146 so arctic 100m SON 0.9168313 so arctic 100m DJF 0.87206256 +so arctic 100m year 0.8827139 so arctic 1000m MAM 0.3039836 so arctic 1000m JJA 0.29875672 so arctic 1000m SON 0.29804605 so arctic 1000m DJF 0.30722973 +so arctic 1000m year 0.30200407 so northmid 10m MAM 0.6543895 so northmid 10m JJA 0.71278787 so northmid 10m SON 0.71581745 so northmid 10m DJF 0.66208035 +so northmid 10m year 0.6757107 so northmid 100m MAM 0.47980747 so northmid 100m JJA 0.46421963 so northmid 100m SON 0.46224654 so northmid 100m DJF 0.4734022 +so northmid 100m year 0.4665963 so northmid 1000m MAM 0.16465116 so northmid 1000m JJA 0.16374446 so northmid 1000m SON 0.16366173 so northmid 1000m DJF 0.16262843 +so northmid 1000m year 0.16361894 so tropics 10m MAM 0.49607953 so tropics 10m JJA 0.47546417 so tropics 10m SON 0.4715395 so tropics 10m DJF 0.45849034 +so tropics 10m year 0.4531096 so tropics 100m MAM 0.24350728 so tropics 100m JJA 0.23623198 so tropics 100m SON 0.23761256 so tropics 100m DJF 0.23794004 +so tropics 100m year 0.23473889 so tropics 1000m MAM 0.21757647 so tropics 1000m JJA 0.21765828 so tropics 1000m SON 0.21726438 so tropics 1000m DJF 0.21803628 +so tropics 1000m year 0.21759304 so innertropics 10m MAM 0.6029483 so innertropics 10m JJA 0.5614174 so innertropics 10m SON 0.5444681 so innertropics 10m DJF 0.53445524 +so innertropics 10m year 0.5259006 so innertropics 100m MAM 0.19755965 so innertropics 100m JJA 0.19017671 so innertropics 100m SON 0.19121514 so innertropics 100m DJF 0.18947396 +so innertropics 100m year 0.18664017 so innertropics 1000m MAM 0.22894834 so innertropics 1000m JJA 0.22925913 so innertropics 1000m SON 0.22807583 so innertropics 1000m DJF 0.22875965 +so innertropics 1000m year 0.22871435 so nino34 10m MAM 0.07259683 so nino34 10m JJA 0.09128122 so nino34 10m SON 0.09801909 so nino34 10m DJF 0.07397025 +so nino34 10m year 0.07624839 so nino34 100m MAM 0.10466455 so nino34 100m JJA 0.10978279 so nino34 100m SON 0.09635099 so nino34 100m DJF 0.08752178 +so nino34 100m year 0.09503457 so nino34 1000m MAM 0.22387384 so nino34 1000m JJA 0.22544473 so nino34 1000m SON 0.22312672 so nino34 1000m DJF 0.22269042 +so nino34 1000m year 0.22378375 so southmid 10m MAM 0.2904622 so southmid 10m JJA 0.28837764 so southmid 10m SON 0.28777477 so southmid 10m DJF 0.2840093 +so southmid 10m year 0.28577885 so southmid 100m MAM 0.29574296 so southmid 100m JJA 0.29119012 so southmid 100m SON 0.2917347 so southmid 100m DJF 0.2891764 +so southmid 100m year 0.29119003 so southmid 1000m MAM 0.111277744 so southmid 1000m JJA 0.11047844 so southmid 1000m SON 0.11109011 so southmid 1000m DJF 0.110805616 +so southmid 1000m year 0.110800795 so antarctic 10m MAM 0.12370835 so antarctic 10m JJA 0.13125312 so antarctic 10m SON 0.11806663 so antarctic 10m DJF 0.12321667 +so antarctic 10m year 0.103984736 so antarctic 100m MAM 0.11122808 so antarctic 100m JJA 0.10870616 so antarctic 100m SON 0.11041553 so antarctic 100m DJF 0.10842308 +so antarctic 100m year 0.10655654 so antarctic 1000m MAM 0.053159628 so antarctic 1000m JJA 0.052705813 so antarctic 1000m SON 0.051510815 so antarctic 1000m DJF 0.05030158 +so antarctic 1000m year 0.051821318 diff --git a/eval/ERA5/E3SM-1-1.csv b/eval/ERA5/E3SM-1-1.csv index 184b87b..ee034c5 100644 --- a/eval/ERA5/E3SM-1-1.csv +++ b/eval/ERA5/E3SM-1-1.csv @@ -3,1407 +3,1759 @@ siconc Atlantic_Basin surface MAM 19.942543698539176 siconc Atlantic_Basin surface JJA 18.324293232494224 siconc Atlantic_Basin surface SON 11.988745408654594 siconc Atlantic_Basin surface DJF 19.13167836413916 +siconc Atlantic_Basin surface year 14.415442707185331 siconc Pacific_Basin surface MAM 17.927725866786915 siconc Pacific_Basin surface JJA 5.092607461186343 siconc Pacific_Basin surface SON 6.986234904120365 siconc Pacific_Basin surface DJF 13.863882322988069 +siconc Pacific_Basin surface year 7.972754071652185 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 2.7827215727123034 siconc Arctic_Basin surface JJA 8.577433388488787 siconc Arctic_Basin surface SON 9.09027191724009 siconc Arctic_Basin surface DJF 3.9498758115185533 +siconc Arctic_Basin surface year 4.523011075890672 siconc Southern_Ocean_Basin surface MAM 19.16033738726404 siconc Southern_Ocean_Basin surface JJA 11.836609516416827 siconc Southern_Ocean_Basin surface SON 11.507983611836165 siconc Southern_Ocean_Basin surface DJF 15.15656525579113 +siconc Southern_Ocean_Basin surface year 11.93441881154393 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 9.888286285400397 siconc Asia surface JJA 20.03808511734009 siconc Asia surface SON 23.987261390686033 siconc Asia surface DJF 0.6525822448730523 +siconc Asia surface year 13.64030387878418 siconc North_America surface MAM 20.542734069824217 siconc North_America surface JJA 30.760746790568035 siconc North_America surface SON 17.33514678955078 siconc North_America surface DJF 26.920018513997395 +siconc North_America surface year 19.339789886474613 siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 4.697573208808899 siconc Antarctica surface JJA 0.696774444580079 siconc Antarctica surface SON 2.59550193786621 siconc Antarctica surface DJF 0.3011650824546814 +siconc Antarctica surface year 0.621920471191407 siconc glob surface MAM 11.507184687511497 siconc glob surface JJA 10.886245804693548 siconc glob surface SON 10.419925327318138 siconc glob surface DJF 10.558922907775287 +siconc glob surface year 9.003860009383363 siconc arctic surface MAM 5.087364719785923 siconc arctic surface JJA 10.078059448870055 siconc arctic surface SON 9.584293569249537 siconc arctic surface DJF 6.026265408019104 +siconc arctic surface year 6.063410196826542 siconc northmid surface MAM 22.65309593462632 siconc northmid surface JJA 11.706858660988685 siconc northmid surface SON 5.616668986383677 siconc northmid surface DJF 17.984548462962685 +siconc northmid surface year 10.262580642015022 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.003096215111084 siconc southmid surface JJA 12.80500029143931 siconc southmid surface SON 15.399548703258574 siconc southmid surface DJF 5.932988377909845 +siconc southmid surface year 9.670488287216527 siconc antarctic surface MAM 20.227962667880075 siconc antarctic surface JJA 10.059761186396173 siconc antarctic surface SON 9.210752049874882 siconc antarctic surface DJF 16.46718513984658 +siconc antarctic surface year 12.048394438400614 tas Atlantic_Basin surface MAM 1.6818445 tas Atlantic_Basin surface JJA 1.354357 tas Atlantic_Basin surface SON 1.2334205 tas Atlantic_Basin surface DJF 1.823071 +tas Atlantic_Basin surface year 1.4129901 tas Pacific_Basin surface MAM 0.9725181 tas Pacific_Basin surface JJA 0.7226889 tas Pacific_Basin surface SON 0.7124251 tas Pacific_Basin surface DJF 0.91668594 +tas Pacific_Basin surface year 0.74453026 tas Indian_Basin surface MAM 0.5319138 tas Indian_Basin surface JJA 0.6059778 tas Indian_Basin surface SON 0.68693626 tas Indian_Basin surface DJF 0.5681656 +tas Indian_Basin surface year 0.51177835 tas Arctic_Basin surface MAM 1.2207907 tas Arctic_Basin surface JJA 0.8549364 tas Arctic_Basin surface SON 3.899957 tas Arctic_Basin surface DJF 1.8757957 +tas Arctic_Basin surface year 1.4244504 tas Southern_Ocean_Basin surface MAM 1.9002659 tas Southern_Ocean_Basin surface JJA 1.6636707 tas Southern_Ocean_Basin surface SON 1.3484806 tas Southern_Ocean_Basin surface DJF 1.6788933 +tas Southern_Ocean_Basin surface year 1.4424291 tas Mediterranean_Basin surface MAM 2.8744326 tas Mediterranean_Basin surface JJA 1.2768301 tas Mediterranean_Basin surface SON 1.7895048 tas Mediterranean_Basin surface DJF 3.130935 +tas Mediterranean_Basin surface year 2.2375927 tas Asia surface MAM 3.4752955 tas Asia surface JJA 2.9012332 tas Asia surface SON 2.5616102 tas Asia surface DJF 3.6971583 +tas Asia surface year 2.2897897 tas North_America surface MAM 2.2552536 tas North_America surface JJA 2.5491564 tas North_America surface SON 2.5151079 tas North_America surface DJF 2.5573425 +tas North_America surface year 1.5676743 tas Europe surface MAM 2.1639743 tas Europe surface JJA 2.0073647 tas Europe surface SON 1.2978891 tas Europe surface DJF 1.7987005 +tas Europe surface year 1.0621103 tas Africa surface MAM 2.1717737 tas Africa surface JJA 1.5662787 tas Africa surface SON 1.5104146 tas Africa surface DJF 2.0468528 +tas Africa surface year 1.7069054 tas South_America surface MAM 1.5570921 tas South_America surface JJA 1.6620257 tas South_America surface SON 1.5510106 tas South_America surface DJF 1.6330817 +tas South_America surface year 1.4385118 tas Oceania surface MAM 3.2973244 tas Oceania surface JJA 3.9314132 tas Oceania surface SON 2.1882408 tas Oceania surface DJF 2.1742194 +tas Oceania surface year 2.8912466 tas Australia surface MAM 0.94935614 tas Australia surface JJA 0.9470836 tas Australia surface SON 1.7265815 tas Australia surface DJF 0.9966129 +tas Australia surface year 1.0599813 tas Antarctica surface MAM 1.9833463 tas Antarctica surface JJA 2.5218825 tas Antarctica surface SON 1.5233136 tas Antarctica surface DJF 6.106839 +tas Antarctica surface year 1.6837425 tas glob surface MAM 1.6908176 tas glob surface JJA 1.512173 tas glob surface SON 1.5551004 tas glob surface DJF 2.093571 +tas glob surface year 1.3330599 tas arctic surface MAM 1.5930296 tas arctic surface JJA 1.6278948 tas arctic surface SON 3.4117174 tas arctic surface DJF 2.7212145 +tas arctic surface year 1.527252 tas northmid surface MAM 2.7093163 tas northmid surface JJA 2.1668773 tas northmid surface SON 1.6077391 tas northmid surface DJF 2.1838067 +tas northmid surface year 1.8415381 tas tropics surface MAM 1.0764862 tas tropics surface JJA 0.8797878 tas tropics surface SON 0.87263113 tas tropics surface DJF 1.0244948 +tas tropics surface year 0.86117697 tas innertropics surface MAM 0.7795542 tas innertropics surface JJA 0.7729345 tas innertropics surface SON 0.7198332 tas innertropics surface DJF 0.7930982 +tas innertropics surface year 0.6718819 tas nino34 surface MAM 0.7342232 tas nino34 surface JJA 1.0989822 tas nino34 surface SON 1.208873 tas nino34 surface DJF 0.5480499 +tas nino34 surface year 0.8975324 tas southmid surface MAM 1.3424234 tas southmid surface JJA 1.1423918 tas southmid surface SON 1.0995845 tas southmid surface DJF 1.3372723 +tas southmid surface year 1.1857753 tas antarctic surface MAM 2.32102 tas antarctic surface JJA 2.353092 tas antarctic surface SON 1.5630585 tas antarctic surface DJF 4.3474855 +tas antarctic surface year 1.7234695 clt Atlantic_Basin surface MAM 10.544936 clt Atlantic_Basin surface JJA 11.499274 clt Atlantic_Basin surface SON 8.050169 clt Atlantic_Basin surface DJF 10.065302 +clt Atlantic_Basin surface year 9.180194 clt Pacific_Basin surface MAM 8.621362 clt Pacific_Basin surface JJA 9.131424 clt Pacific_Basin surface SON 7.5899134 clt Pacific_Basin surface DJF 7.9568443 +clt Pacific_Basin surface year 7.3713903 clt Indian_Basin surface MAM 6.2643743 clt Indian_Basin surface JJA 8.52203 clt Indian_Basin surface SON 5.7881823 clt Indian_Basin surface DJF 9.911226 +clt Indian_Basin surface year 5.77055 clt Arctic_Basin surface MAM 23.814072 clt Arctic_Basin surface JJA 16.760908 clt Arctic_Basin surface SON 21.576073 clt Arctic_Basin surface DJF 23.161848 +clt Arctic_Basin surface year 21.280903 clt Southern_Ocean_Basin surface MAM 3.68002 clt Southern_Ocean_Basin surface JJA 5.802212 clt Southern_Ocean_Basin surface SON 3.2978578 clt Southern_Ocean_Basin surface DJF 3.3245714 +clt Southern_Ocean_Basin surface year 3.095455 clt Mediterranean_Basin surface MAM 5.8410807 clt Mediterranean_Basin surface JJA 3.676902 clt Mediterranean_Basin surface SON 3.865492 clt Mediterranean_Basin surface DJF 7.402541 +clt Mediterranean_Basin surface year 3.0338778 clt Asia surface MAM 16.457983 clt Asia surface JJA 9.837984 clt Asia surface SON 10.976285 clt Asia surface DJF 17.657644 +clt Asia surface year 12.214943 clt North_America surface MAM 19.69206 clt North_America surface JJA 15.130343 clt North_America surface SON 14.6789255 clt North_America surface DJF 18.247606 +clt North_America surface year 16.688513 clt Europe surface MAM 15.847289 clt Europe surface JJA 7.258003 clt Europe surface SON 7.337224 clt Europe surface DJF 13.660747 +clt Europe surface year 10.494805 clt Africa surface MAM 12.110001 clt Africa surface JJA 7.4742937 clt Africa surface SON 9.550103 clt Africa surface DJF 11.775749 +clt Africa surface year 9.382567 clt South_America surface MAM 11.374409 clt South_America surface JJA 11.993322 clt South_America surface SON 9.102411 clt South_America surface DJF 8.764087 +clt South_America surface year 8.961993 clt Oceania surface MAM 8.086757 clt Oceania surface JJA 12.168438 clt Oceania surface SON 9.300885 clt Oceania surface DJF 5.6487994 +clt Oceania surface year 7.4611387 clt Australia surface MAM 7.7204533 clt Australia surface JJA 15.75085 clt Australia surface SON 4.898352 clt Australia surface DJF 4.286836 +clt Australia surface year 6.0174303 clt Antarctica surface MAM 44.50797 clt Antarctica surface JJA 41.592327 clt Antarctica surface SON 35.37997 clt Antarctica surface DJF 30.701258 +clt Antarctica surface year 37.301376 clt glob surface MAM 13.58587 clt glob surface JJA 12.448337 clt glob surface SON 10.854672 clt glob surface DJF 12.361171 +clt glob surface year 11.371718 clt arctic surface MAM 22.201126 clt arctic surface JJA 16.168993 clt arctic surface SON 18.752129 clt arctic surface DJF 22.403053 +clt arctic surface year 19.69555 clt northmid surface MAM 9.272189 clt northmid surface JJA 6.6622024 clt northmid surface SON 6.424295 clt northmid surface DJF 8.733785 +clt northmid surface year 6.8307133 clt tropics surface MAM 10.564023 clt tropics surface JJA 11.151046 clt tropics surface SON 8.238371 clt tropics surface DJF 9.947925 +clt tropics surface year 8.567707 clt innertropics surface MAM 10.446743 clt innertropics surface JJA 10.547695 clt innertropics surface SON 7.413327 clt innertropics surface DJF 9.655369 +clt innertropics surface year 7.825539 clt nino34 surface MAM 12.646395 clt nino34 surface JJA 13.284491 clt nino34 surface SON 11.450469 clt nino34 surface DJF 9.060279 +clt nino34 surface year 10.790141 clt southmid surface MAM 4.153741 clt southmid surface JJA 4.2408347 clt southmid surface SON 4.101052 clt southmid surface DJF 4.620842 +clt southmid surface year 3.708113 clt antarctic surface MAM 26.344845 clt antarctic surface JJA 26.415459 clt antarctic surface SON 20.521898 clt antarctic surface DJF 19.739819 +clt antarctic surface year 22.053837 pr Atlantic_Basin surface MAM 9.4031275e-06 pr Atlantic_Basin surface JJA 1.15581415e-05 pr Atlantic_Basin surface SON 7.2835105e-06 pr Atlantic_Basin surface DJF 7.956194e-06 +pr Atlantic_Basin surface year 7.6199935e-06 pr Pacific_Basin surface MAM 1.6281856e-05 pr Pacific_Basin surface JJA 1.4798286e-05 pr Pacific_Basin surface SON 1.4068422e-05 pr Pacific_Basin surface DJF 1.4579024e-05 +pr Pacific_Basin surface year 1.2851523e-05 pr Indian_Basin surface MAM 1.18169055e-05 pr Indian_Basin surface JJA 1.4388031e-05 pr Indian_Basin surface SON 1.0655763e-05 pr Indian_Basin surface DJF 1.0869859e-05 +pr Indian_Basin surface year 8.4269695e-06 pr Arctic_Basin surface MAM 2.6426783e-06 pr Arctic_Basin surface JJA 1.684224e-06 pr Arctic_Basin surface SON 2.5881338e-06 pr Arctic_Basin surface DJF 2.1227472e-06 +pr Arctic_Basin surface year 2.0816133e-06 pr Southern_Ocean_Basin surface MAM 4.367052e-06 pr Southern_Ocean_Basin surface JJA 7.761492e-06 pr Southern_Ocean_Basin surface SON 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4.521012 rlut Arctic_Basin surface MAM 6.0907135 rlut Arctic_Basin surface JJA 10.775215 rlut Arctic_Basin surface SON 3.4612355 rlut Arctic_Basin surface DJF 3.21855 +rlut Arctic_Basin surface year 5.8358397 rlut Southern_Ocean_Basin surface MAM 3.4885182 rlut Southern_Ocean_Basin surface JJA 4.7488112 rlut Southern_Ocean_Basin surface SON 3.2326856 rlut Southern_Ocean_Basin surface DJF 2.3488324 +rlut Southern_Ocean_Basin surface year 3.1596143 rlut Mediterranean_Basin surface MAM 8.129787 rlut Mediterranean_Basin surface JJA 10.943848 rlut Mediterranean_Basin surface SON 3.9484158 rlut Mediterranean_Basin surface DJF 7.6746407 +rlut Mediterranean_Basin surface year 7.6251364 rlut Asia surface MAM 10.285259 rlut Asia surface JJA 10.231118 rlut Asia surface SON 4.0324497 rlut Asia surface DJF 3.8559744 +rlut Asia surface year 5.5862217 rlut North_America surface MAM 6.2454915 rlut North_America surface JJA 10.77739 rlut North_America surface SON 4.1320176 rlut North_America surface DJF 2.7192543 +rlut North_America surface year 5.542647 rlut Europe surface MAM 8.05377 rlut Europe surface JJA 8.822093 rlut Europe surface SON 2.7253382 rlut Europe surface DJF 2.3601704 +rlut Europe surface year 5.32094 rlut Africa surface MAM 9.814117 rlut Africa surface JJA 7.337139 rlut Africa surface SON 7.171681 rlut Africa surface DJF 6.2908597 +rlut Africa surface year 5.749999 rlut South_America surface MAM 12.964031 rlut South_America surface JJA 8.047391 rlut South_America surface SON 10.385192 rlut South_America surface DJF 10.429896 +rlut South_America surface year 8.390747 rlut Oceania surface MAM 2.8890326 rlut Oceania surface JJA 6.296625 rlut Oceania surface SON 7.217822 rlut Oceania surface DJF 3.0192094 +rlut Oceania surface year 3.595717 rlut Australia surface MAM 4.870805 rlut Australia surface JJA 9.909152 rlut Australia surface SON 6.305503 rlut Australia surface DJF 4.694958 +rlut Australia surface year 4.756536 rlut Antarctica surface MAM 2.8273327 rlut 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innertropics surface year 8.850932 rlut nino34 surface MAM 11.979206 rlut nino34 surface JJA 5.2439365 rlut nino34 surface SON 4.6536407 rlut nino34 surface DJF 7.334578 +rlut nino34 surface year 6.8838453 rlut southmid surface MAM 3.5877972 rlut southmid surface JJA 6.0717926 rlut southmid surface SON 3.9597793 rlut southmid surface DJF 2.6087487 +rlut southmid surface year 3.6074917 rlut antarctic surface MAM 2.7214592 rlut antarctic surface JJA 4.095963 rlut antarctic surface SON 2.20955 rlut antarctic surface DJF 2.7837098 +rlut antarctic surface year 2.5806148 ua Atlantic_Basin 300hPa MAM 2.6150746 ua Atlantic_Basin 300hPa JJA 1.8978933 ua Atlantic_Basin 300hPa SON 2.1266527 ua Atlantic_Basin 300hPa DJF 2.2925112 +ua Atlantic_Basin 300hPa year 1.6150674 ua Pacific_Basin 300hPa MAM 2.7882729 ua Pacific_Basin 300hPa JJA 2.6704376 ua Pacific_Basin 300hPa SON 2.0515478 ua Pacific_Basin 300hPa DJF 2.1051037 +ua Pacific_Basin 300hPa year 1.6713014 ua Indian_Basin 300hPa MAM 2.111671 ua Indian_Basin 300hPa JJA 2.8280108 ua Indian_Basin 300hPa SON 2.5500388 ua Indian_Basin 300hPa DJF 1.9150679 +ua Indian_Basin 300hPa year 1.6438769 ua Arctic_Basin 300hPa MAM 0.85786235 ua Arctic_Basin 300hPa JJA 2.118502 ua Arctic_Basin 300hPa SON 1.2225741 ua Arctic_Basin 300hPa DJF 0.7653533 +ua Arctic_Basin 300hPa year 0.9301701 ua Southern_Ocean_Basin 300hPa MAM 2.6082666 ua Southern_Ocean_Basin 300hPa JJA 1.6455613 ua Southern_Ocean_Basin 300hPa SON 1.4934132 ua Southern_Ocean_Basin 300hPa DJF 2.3324325 +ua Southern_Ocean_Basin 300hPa year 1.469291 ua Mediterranean_Basin 300hPa MAM 1.2589285 ua Mediterranean_Basin 300hPa JJA 1.4139307 ua Mediterranean_Basin 300hPa SON 1.4082687 ua Mediterranean_Basin 300hPa DJF 1.8967406 +ua Mediterranean_Basin 300hPa year 0.59820765 ua Asia 300hPa MAM 2.7841318 ua Asia 300hPa JJA 2.2247033 ua Asia 300hPa SON 1.4195756 ua Asia 300hPa DJF 2.4360588 +ua Asia 300hPa year 1.69057 ua North_America 300hPa MAM 1.7306938 ua North_America 300hPa JJA 1.7773598 ua North_America 300hPa SON 1.110321 ua North_America 300hPa DJF 1.327883 +ua North_America 300hPa year 0.84756786 ua Europe 300hPa MAM 1.2741295 ua Europe 300hPa JJA 1.868793 ua Europe 300hPa SON 1.1452758 ua Europe 300hPa DJF 1.9654124 +ua Europe 300hPa year 0.8643975 ua Africa 300hPa MAM 2.7017467 ua Africa 300hPa JJA 3.5562046 ua Africa 300hPa SON 1.9505931 ua Africa 300hPa DJF 2.2885504 +ua Africa 300hPa year 1.960979 ua South_America 300hPa MAM 2.162096 ua South_America 300hPa JJA 3.1421914 ua South_America 300hPa SON 2.7515202 ua South_America 300hPa DJF 1.8646637 +ua South_America 300hPa year 1.8443156 ua Oceania 300hPa MAM 3.905434 ua Oceania 300hPa JJA 1.4026817 ua Oceania 300hPa SON 2.1392999 ua Oceania 300hPa DJF 4.535405 +ua Oceania 300hPa year 2.4442227 ua Australia 300hPa MAM 3.0273905 ua Australia 300hPa JJA 3.834101 ua Australia 300hPa SON 4.122991 ua Australia 300hPa DJF 1.9131778 +ua Australia 300hPa year 1.2388804 ua Antarctica 300hPa MAM 1.3353287 ua Antarctica 300hPa JJA 1.8386701 ua Antarctica 300hPa SON 1.5488803 ua Antarctica 300hPa DJF 0.92749894 +ua Antarctica 300hPa year 1.2224709 ua glob 300hPa MAM 2.3069463 ua glob 300hPa JJA 2.2193954 ua glob 300hPa SON 1.7752007 ua glob 300hPa DJF 1.9380554 +ua glob 300hPa year 1.4738222 ua arctic 300hPa MAM 1.278419 ua arctic 300hPa JJA 1.7428477 ua arctic 300hPa SON 1.2848668 ua arctic 300hPa DJF 1.097278 +ua arctic 300hPa year 1.0166405 ua northmid 300hPa MAM 2.2047327 ua northmid 300hPa JJA 2.3108747 ua northmid 300hPa SON 1.9223869 ua northmid 300hPa DJF 2.3322363 +ua northmid 300hPa year 1.4262114 ua tropics 300hPa MAM 2.9314063 ua tropics 300hPa JJA 2.8861635 ua tropics 300hPa SON 2.1156292 ua tropics 300hPa DJF 2.1438637 +ua tropics 300hPa year 1.7455041 ua innertropics 300hPa MAM 1.9052038 ua innertropics 300hPa JJA 3.226705 ua innertropics 300hPa SON 2.2381823 ua innertropics 300hPa DJF 1.9270492 +ua innertropics 300hPa year 1.8589902 ua nino34 300hPa MAM 1.8923846 ua nino34 300hPa JJA 3.6321094 ua nino34 300hPa SON 1.3360773 ua nino34 300hPa DJF 1.196075 +ua nino34 300hPa year 1.1762699 ua southmid 300hPa MAM 2.536709 ua southmid 300hPa JJA 1.6950585 ua southmid 300hPa SON 1.8322202 ua southmid 300hPa DJF 2.4323967 +ua southmid 300hPa year 1.6854972 ua antarctic 300hPa MAM 1.7802302 ua antarctic 300hPa JJA 1.7204357 ua antarctic 300hPa SON 1.3865569 ua antarctic 300hPa DJF 1.3631834 +ua antarctic 300hPa year 1.1759628 zg Atlantic_Basin 500hPa MAM 27.42734 zg Atlantic_Basin 500hPa JJA 20.444437 zg Atlantic_Basin 500hPa SON 16.092897 zg Atlantic_Basin 500hPa DJF 20.829134 +zg Atlantic_Basin 500hPa year 17.888714 zg Pacific_Basin 500hPa MAM 19.733973 zg Pacific_Basin 500hPa JJA 11.009822 zg Pacific_Basin 500hPa SON 12.937072 zg Pacific_Basin 500hPa DJF 16.256289 +zg Pacific_Basin 500hPa year 10.994882 zg Indian_Basin 500hPa MAM 7.917294 zg Indian_Basin 500hPa JJA 10.760572 zg Indian_Basin 500hPa SON 10.8159275 zg Indian_Basin 500hPa DJF 4.377823 +zg Indian_Basin 500hPa year 3.669988 zg Arctic_Basin 500hPa MAM 31.253584 zg Arctic_Basin 500hPa JJA 26.912771 zg Arctic_Basin 500hPa SON 12.823005 zg Arctic_Basin 500hPa DJF 11.880712 +zg Arctic_Basin 500hPa year 17.725794 zg Southern_Ocean_Basin 500hPa MAM 34.94759 zg Southern_Ocean_Basin 500hPa JJA 45.96862 zg Southern_Ocean_Basin 500hPa SON 38.38442 zg Southern_Ocean_Basin 500hPa DJF 23.326014 +zg Southern_Ocean_Basin 500hPa year 31.853926 zg Mediterranean_Basin 500hPa MAM 54.080856 zg Mediterranean_Basin 500hPa JJA 15.538417 zg Mediterranean_Basin 500hPa SON 7.686548 zg Mediterranean_Basin 500hPa DJF 26.195107 +zg Mediterranean_Basin 500hPa year 22.524563 zg Asia 500hPa MAM 51.199963 zg Asia 500hPa JJA 35.778397 zg Asia 500hPa SON 17.530214 zg Asia 500hPa DJF 31.145714 +zg Asia 500hPa year 31.04754 zg North_America 500hPa MAM 44.171654 zg North_America 500hPa JJA 34.470524 zg North_America 500hPa SON 14.399547 zg North_America 500hPa DJF 20.29695 +zg North_America 500hPa year 27.42681 zg Europe 500hPa MAM 44.57709 zg Europe 500hPa JJA 41.786354 zg Europe 500hPa SON 9.704543 zg Europe 500hPa DJF 44.218746 +zg Europe 500hPa year 33.70754 zg Africa 500hPa MAM 13.719461 zg Africa 500hPa JJA 7.694383 zg Africa 500hPa SON 5.875403 zg Africa 500hPa DJF 9.982845 +zg Africa 500hPa year 6.0905113 zg South_America 500hPa MAM 5.7598286 zg South_America 500hPa JJA 4.1592727 zg South_America 500hPa SON 5.1982055 zg South_America 500hPa DJF 6.8483067 +zg South_America 500hPa year 2.689321 zg Oceania 500hPa MAM 26.855114 zg Oceania 500hPa JJA 6.4406962 zg Oceania 500hPa SON 21.864347 zg Oceania 500hPa DJF 15.904652 +zg Oceania 500hPa year 10.564364 zg Australia 500hPa MAM 11.273061 zg Australia 500hPa JJA 20.419922 zg Australia 500hPa SON 18.930756 zg Australia 500hPa DJF 4.7060018 +zg Australia 500hPa year 7.4759293 zg Antarctica 500hPa MAM 73.31909 zg Antarctica 500hPa JJA 92.23013 zg Antarctica 500hPa SON 74.44632 zg Antarctica 500hPa DJF 9.154363 +zg Antarctica 500hPa year 61.811096 zg glob 500hPa MAM 32.403053 zg glob 500hPa JJA 30.924278 zg glob 500hPa SON 23.30303 zg glob 500hPa DJF 17.96528 +zg glob 500hPa year 22.981833 zg arctic 500hPa MAM 36.446274 zg arctic 500hPa JJA 38.650585 zg arctic 500hPa SON 16.169346 zg arctic 500hPa DJF 18.01545 +zg arctic 500hPa year 25.165714 zg northmid 500hPa MAM 57.074398 zg northmid 500hPa JJA 26.161337 zg northmid 500hPa SON 19.550198 zg northmid 500hPa DJF 39.44099 +zg northmid 500hPa year 34.330296 zg tropics 500hPa MAM 7.299317 zg tropics 500hPa JJA 6.2386637 zg tropics 500hPa SON 6.84073 zg tropics 500hPa DJF 7.3983164 +zg tropics 500hPa year 2.8023798 zg innertropics 500hPa MAM 3.214565 zg innertropics 500hPa JJA 5.053896 zg innertropics 500hPa SON 6.024444 zg innertropics 500hPa DJF 5.1016803 +zg innertropics 500hPa year 1.4802152 zg nino34 500hPa MAM 2.8400471 zg nino34 500hPa JJA 7.2224894 zg nino34 500hPa SON 7.6013227 zg nino34 500hPa DJF 2.9075685 +zg nino34 500hPa year 2.2690268 zg southmid 500hPa MAM 24.4577 zg southmid 500hPa JJA 30.247932 zg southmid 500hPa SON 29.92242 zg southmid 500hPa DJF 21.379507 +zg southmid 500hPa year 19.952127 zg antarctic 500hPa MAM 62.33696 zg antarctic 500hPa JJA 79.180626 zg antarctic 500hPa SON 61.945015 zg antarctic 500hPa DJF 13.112205 +zg antarctic 500hPa year 53.52239 zos Atlantic_Basin surface MAM 0.032501634 zos Atlantic_Basin surface JJA 0.033066683 zos Atlantic_Basin surface SON 0.031798676 zos Atlantic_Basin surface DJF 0.031521257 +zos Atlantic_Basin surface year 0.030664014 zos Pacific_Basin surface MAM 0.0314584 zos Pacific_Basin surface JJA 0.030458184 zos Pacific_Basin surface SON 0.029635886 zos Pacific_Basin surface DJF 0.028812295 +zos Pacific_Basin surface year 0.028944222 zos Indian_Basin surface MAM 0.03952414 zos Indian_Basin surface JJA 0.04200995 zos Indian_Basin surface SON 0.045180447 zos Indian_Basin surface DJF 0.04421582 +zos Indian_Basin surface year 0.042240724 zos Arctic_Basin surface MAM 0.045086175 zos Arctic_Basin surface JJA 0.043528274 zos Arctic_Basin surface SON 0.03868521 zos Arctic_Basin surface DJF 0.051337183 +zos Arctic_Basin surface year 0.043243907 zos Southern_Ocean_Basin surface MAM 0.035336163 zos Southern_Ocean_Basin surface JJA 0.03534381 zos Southern_Ocean_Basin surface SON 0.03743979 zos Southern_Ocean_Basin surface DJF 0.03520648 +zos Southern_Ocean_Basin surface year 0.034626443 zos Mediterranean_Basin surface MAM 0.016466482 zos Mediterranean_Basin surface JJA 0.021751964 zos Mediterranean_Basin surface SON 0.012065998 zos Mediterranean_Basin surface DJF 0.015618833 +zos Mediterranean_Basin surface year 0.014357114 zos Asia surface MAM 0.022662612 zos Asia surface JJA 0.04746465 zos Asia surface SON 0.05203303 zos Asia surface DJF 0.019821173 +zos Asia surface year 0.038494725 zos North_America surface MAM 0.069140464 zos North_America surface JJA 0.031914517 zos North_America surface SON 0.044380505 zos North_America surface DJF 0.0017954521 +zos North_America 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0.0059850644 +zos Antarctica surface year 0.016801588 zos glob surface MAM 0.034047652 zos glob surface JJA 0.03443549 zos glob surface SON 0.034471408 zos glob surface DJF 0.033564705 +zos glob surface year 0.033305578 zos arctic surface MAM 0.04260199 zos arctic surface JJA 0.040610872 zos arctic surface SON 0.035791688 zos arctic surface DJF 0.04096283 +zos arctic surface year 0.039462857 zos northmid surface MAM 0.037206847 zos northmid surface JJA 0.040169314 zos northmid surface SON 0.038980257 zos northmid surface DJF 0.040970605 +zos northmid surface year 0.037475433 zos tropics surface MAM 0.028692339 zos tropics surface JJA 0.029677317 zos tropics surface SON 0.029691879 zos tropics surface DJF 0.026961183 +zos tropics surface year 0.027834492 zos innertropics surface MAM 0.0263774 zos innertropics surface JJA 0.02556472 zos innertropics surface SON 0.02712173 zos innertropics surface DJF 0.022269206 +zos innertropics surface year 0.024119169 zos nino34 surface MAM 0.033051036 zos nino34 surface JJA 0.026315963 zos nino34 surface SON 0.025609726 zos nino34 surface DJF 0.026555646 +zos nino34 surface year 0.027138514 zos southmid surface MAM 0.04421244 zos southmid surface JJA 0.03941972 zos southmid surface SON 0.040501967 zos southmid surface DJF 0.042529013 +zos southmid surface year 0.040612154 zos antarctic surface MAM 0.021881213 zos antarctic surface JJA 0.024694346 zos antarctic surface SON 0.031168722 zos antarctic surface DJF 0.024841072 +zos antarctic surface year 0.026117923 tos Atlantic_Basin surface MAM 0.34650132 tos Atlantic_Basin surface JJA 0.36895835 tos Atlantic_Basin surface SON 0.27797803 tos Atlantic_Basin surface DJF 0.36026502 +tos Atlantic_Basin surface year 0.28290066 tos Pacific_Basin surface MAM 0.26800618 tos Pacific_Basin surface JJA 0.2938816 tos Pacific_Basin surface SON 0.24730913 tos Pacific_Basin surface DJF 0.2845867 +tos Pacific_Basin surface year 0.25167206 tos Indian_Basin surface MAM 0.21973176 tos Indian_Basin surface JJA 0.18484971 tos Indian_Basin surface SON 0.13167438 tos Indian_Basin surface DJF 0.26704666 +tos Indian_Basin surface year 0.1735238 tos Arctic_Basin surface MAM 0.09094861 tos Arctic_Basin surface JJA 0.2542098 tos Arctic_Basin surface SON 0.26204547 tos Arctic_Basin surface DJF 0.092840165 +tos Arctic_Basin surface year 0.15941215 tos Southern_Ocean_Basin surface MAM 0.3591923 tos Southern_Ocean_Basin surface JJA 0.15087174 tos Southern_Ocean_Basin surface SON 0.16512424 tos Southern_Ocean_Basin surface DJF 0.588859 +tos Southern_Ocean_Basin surface year 0.26316288 tos Mediterranean_Basin surface MAM 0.1603219 tos Mediterranean_Basin surface JJA 0.42410186 tos Mediterranean_Basin surface SON 0.20325825 tos Mediterranean_Basin surface DJF 0.3915214 +tos Mediterranean_Basin surface year 0.21300018 tos Asia surface MAM 0.1339129 tos Asia surface JJA 0.22796427 tos Asia surface SON 0.2431572 tos Asia surface DJF 0.2513259 +tos Asia surface year 0.16163453 tos North_America surface MAM 0.20095578 tos North_America surface JJA 0.4575224 tos North_America surface SON 0.30919623 tos North_America surface DJF 0.30219117 +tos North_America surface year 0.25923422 tos Europe surface MAM 0.354055 tos Europe surface JJA 0.37795198 tos Europe surface SON 0.34733385 tos Europe surface DJF 0.575108 +tos Europe surface year 0.30535287 tos Africa surface MAM 0.23848766 tos Africa surface JJA 0.085611045 tos Africa surface SON 0.23257464 tos Africa surface DJF 0.25234038 +tos Africa surface year 0.10149735 tos South_America surface MAM 0.15588775 tos South_America surface JJA 0.3657777 tos South_America surface SON 0.31058365 tos South_America surface DJF 0.26031575 +tos South_America surface year 0.19519731 tos Oceania surface MAM 0.16719393 tos Oceania surface JJA 0.32671133 tos Oceania surface SON 0.21057086 tos Oceania surface DJF 0.30313826 +tos Oceania surface year 0.2447722 tos Australia surface MAM 0.6590669 tos Australia surface JJA 0.1456407 tos Australia surface SON 0.04755661 tos Australia surface DJF 0.75940645 +tos Australia surface year 0.3394451 tos Antarctica surface MAM 1.080303 tos Antarctica surface JJA 0.2793044 tos Antarctica surface SON 0.3774668 tos Antarctica surface DJF 1.305492 +tos Antarctica surface year 0.754318 tos glob surface MAM 0.28139842 tos glob surface JJA 0.2536563 tos glob surface SON 0.22006764 tos glob surface DJF 0.35896984 +tos glob surface year 0.24175642 tos arctic surface MAM 0.21750641 tos arctic surface JJA 0.328115 tos arctic surface SON 0.31566843 tos arctic surface DJF 0.21261361 +tos arctic surface year 0.23951524 tos northmid surface MAM 0.33579576 tos northmid surface JJA 0.3576716 tos northmid surface SON 0.28458813 tos northmid surface DJF 0.32567018 +tos northmid surface year 0.25406054 tos tropics surface MAM 0.21976578 tos tropics surface JJA 0.27754062 tos tropics surface SON 0.20867859 tos tropics surface DJF 0.2541986 +tos tropics surface year 0.2221411 tos innertropics surface MAM 0.20636989 tos innertropics surface JJA 0.25972158 tos innertropics surface SON 0.19522035 tos innertropics surface DJF 0.2445168 +tos innertropics surface year 0.20482758 tos nino34 surface MAM 0.2973142 tos nino34 surface JJA 0.28057355 tos nino34 surface SON 0.2288351 tos nino34 surface DJF 0.24810892 +tos nino34 surface year 0.253257 tos southmid surface MAM 0.27443236 tos southmid surface JJA 0.15217291 tos southmid surface SON 0.17688881 tos southmid surface DJF 0.39965135 +tos southmid surface year 0.20748211 tos antarctic surface MAM 0.5281511 tos antarctic surface JJA 0.13581611 tos antarctic surface SON 0.1279049 tos antarctic surface DJF 0.8791103 +tos antarctic surface year 0.3474629 mlotst Atlantic_Basin surface MAM 23.636503 mlotst Atlantic_Basin surface JJA 6.8573027 mlotst Atlantic_Basin surface SON 8.295353 mlotst Atlantic_Basin surface DJF 30.147205 +mlotst Atlantic_Basin surface year 16.053736 mlotst Pacific_Basin surface MAM 11.753165 mlotst Pacific_Basin surface JJA 6.975799 mlotst Pacific_Basin surface SON 6.260391 mlotst Pacific_Basin surface DJF 12.052693 +mlotst Pacific_Basin surface year 8.192534 mlotst Indian_Basin surface MAM 4.752253 mlotst Indian_Basin surface JJA 20.0984 mlotst Indian_Basin surface SON 15.022949 mlotst Indian_Basin surface DJF 4.7794647 +mlotst Indian_Basin surface year 10.604248 mlotst Arctic_Basin surface MAM 19.416178 mlotst Arctic_Basin surface JJA 3.8859 mlotst Arctic_Basin surface SON 15.574326 mlotst Arctic_Basin surface DJF 20.493166 +mlotst Arctic_Basin surface year 14.506402 mlotst Southern_Ocean_Basin surface MAM 21.415878 mlotst Southern_Ocean_Basin surface JJA 40.62776 mlotst Southern_Ocean_Basin surface SON 40.870934 mlotst Southern_Ocean_Basin surface DJF 7.7866426 +mlotst Southern_Ocean_Basin surface year 25.633886 mlotst Mediterranean_Basin surface MAM 12.308324 mlotst Mediterranean_Basin surface JJA 1.2539085 mlotst Mediterranean_Basin surface SON 4.770555 mlotst Mediterranean_Basin surface DJF 21.78556 +mlotst Mediterranean_Basin surface year 8.943994 mlotst Asia surface MAM 13.437421 mlotst Asia surface JJA 11.346304 mlotst Asia surface SON 13.413415 mlotst Asia surface DJF 18.432327 +mlotst Asia surface year 13.931532 mlotst North_America surface MAM 25.020605 mlotst North_America surface JJA 8.183249 mlotst North_America surface SON 20.326397 mlotst North_America surface DJF 29.623695 +mlotst North_America surface year 20.496231 mlotst Europe surface MAM 31.44939 mlotst Europe surface JJA 9.377174 mlotst Europe surface SON 25.056751 mlotst Europe surface DJF 42.936996 +mlotst Europe surface year 27.205078 mlotst Africa surface MAM 31.554104 mlotst Africa surface JJA 12.275193 mlotst Africa surface SON 30.95002 mlotst Africa surface DJF 75.1716 +mlotst Africa surface year 37.487732 mlotst South_America surface MAM 25.06752 mlotst South_America surface JJA 25.13296 mlotst South_America surface SON 17.79335 mlotst South_America surface DJF 21.536926 +mlotst South_America surface year 22.38269 mlotst Oceania surface MAM 23.172375 mlotst Oceania surface JJA 44.40115 mlotst Oceania surface SON 24.905237 mlotst Oceania surface DJF 11.376285 +mlotst Oceania surface year 25.963764 mlotst Australia surface MAM 34.295483 mlotst Australia surface JJA 69.0972 mlotst Australia surface SON 40.485294 mlotst Australia surface DJF 14.62418 +mlotst Australia surface year 39.625538 mlotst Antarctica surface MAM 35.888264 mlotst Antarctica surface JJA 47.971416 mlotst Antarctica surface SON 55.185863 mlotst Antarctica surface DJF 14.812286 +mlotst Antarctica surface year 35.80876 mlotst glob surface MAM 16.824957 mlotst glob surface JJA 17.101183 mlotst glob surface SON 18.105162 mlotst glob surface DJF 14.637142 +mlotst glob surface year 15.453011 mlotst arctic surface MAM 25.649902 mlotst arctic surface JJA 3.6642056 mlotst arctic surface SON 14.86654 mlotst arctic surface DJF 27.266779 +mlotst arctic surface year 17.217539 mlotst northmid surface MAM 30.00425 mlotst northmid surface JJA 2.0478733 mlotst northmid surface SON 7.7364783 mlotst northmid surface DJF 38.07301 +mlotst northmid surface year 18.496262 mlotst tropics surface MAM 6.231723 mlotst tropics surface JJA 7.9524283 mlotst tropics surface SON 5.4803085 mlotst tropics surface DJF 7.6823516 +mlotst tropics surface year 5.827311 mlotst innertropics surface MAM 6.8389964 mlotst innertropics surface JJA 7.417783 mlotst innertropics surface SON 5.519129 mlotst innertropics surface DJF 7.6966157 +mlotst innertropics surface year 5.693732 mlotst nino34 surface MAM 10.751895 mlotst nino34 surface JJA 16.0671 mlotst nino34 surface SON 11.920133 mlotst nino34 surface DJF 10.668313 +mlotst nino34 surface year 12.311595 mlotst southmid surface MAM 20.69845 mlotst southmid surface JJA 43.33061 mlotst southmid surface SON 38.977203 mlotst southmid surface DJF 8.266913 +mlotst southmid surface year 25.683794 mlotst antarctic surface MAM 14.224658 mlotst antarctic surface JJA 29.377394 mlotst antarctic surface SON 35.403095 mlotst antarctic surface DJF 3.0805557 +mlotst antarctic surface year 19.591314 thetao Atlantic_Basin 10m MAM 1.735263 thetao Atlantic_Basin 10m JJA 1.6245072 thetao Atlantic_Basin 10m SON 1.2891767 thetao Atlantic_Basin 10m DJF 1.538771 +thetao Atlantic_Basin 10m year 1.455963 thetao Atlantic_Basin 100m MAM 1.5367116 thetao Atlantic_Basin 100m JJA 1.5686413 thetao Atlantic_Basin 100m SON 1.3996359 thetao Atlantic_Basin 100m DJF 1.4505323 +thetao Atlantic_Basin 100m year 1.463461 thetao Atlantic_Basin 1000m MAM 1.4400834 thetao Atlantic_Basin 1000m JJA 1.4400505 thetao Atlantic_Basin 1000m SON 1.4362308 thetao Atlantic_Basin 1000m DJF 1.4293287 +thetao Atlantic_Basin 1000m year 1.4362359 thetao Pacific_Basin 10m MAM 1.0813663 thetao Pacific_Basin 10m JJA 0.8247422 thetao Pacific_Basin 10m SON 0.867772 thetao Pacific_Basin 10m DJF 0.9928206 +thetao Pacific_Basin 10m year 0.82474047 thetao Pacific_Basin 100m MAM 1.6301998 thetao Pacific_Basin 100m JJA 1.6761973 thetao Pacific_Basin 100m SON 1.603377 thetao Pacific_Basin 100m DJF 1.4787799 +thetao Pacific_Basin 100m year 1.5563741 thetao Pacific_Basin 1000m MAM 0.5787196 thetao Pacific_Basin 1000m JJA 0.57615924 thetao Pacific_Basin 1000m SON 0.58022875 thetao Pacific_Basin 1000m DJF 0.5836654 +thetao Pacific_Basin 1000m year 0.57919174 thetao Indian_Basin 10m MAM 0.65609634 thetao Indian_Basin 10m JJA 0.8052244 thetao Indian_Basin 10m SON 0.9066006 thetao Indian_Basin 10m DJF 0.6642764 +thetao Indian_Basin 10m year 0.6811858 thetao Indian_Basin 100m MAM 1.6003684 thetao Indian_Basin 100m JJA 1.5684289 thetao Indian_Basin 100m SON 1.7578223 thetao Indian_Basin 100m DJF 1.7867854 +thetao Indian_Basin 100m year 1.5809973 thetao Indian_Basin 1000m MAM 0.85469013 thetao Indian_Basin 1000m JJA 0.8536541 thetao Indian_Basin 1000m SON 0.8660976 thetao Indian_Basin 1000m DJF 0.8660706 +thetao Indian_Basin 1000m year 0.85749936 thetao Arctic_Basin 10m MAM 0.47314695 thetao Arctic_Basin 10m JJA 0.4315296 thetao Arctic_Basin 10m SON 0.38120955 thetao Arctic_Basin 10m DJF 0.53347373 +thetao Arctic_Basin 10m year 0.39940426 thetao Arctic_Basin 100m MAM 1.9533224 thetao Arctic_Basin 100m JJA 1.9747213 thetao Arctic_Basin 100m SON 1.9448546 thetao Arctic_Basin 100m DJF 1.9270703 +thetao Arctic_Basin 100m year 1.9470954 thetao Arctic_Basin 1000m MAM 1.203403 thetao Arctic_Basin 1000m JJA 1.221188 thetao Arctic_Basin 1000m SON 1.2140797 thetao Arctic_Basin 1000m DJF 1.1990228 +thetao Arctic_Basin 1000m year 1.2094234 thetao Southern_Ocean_Basin 10m MAM 1.0323837 thetao Southern_Ocean_Basin 10m JJA 0.8832824 thetao Southern_Ocean_Basin 10m SON 0.8769471 thetao Southern_Ocean_Basin 10m DJF 1.2464983 +thetao Southern_Ocean_Basin 10m year 0.9062763 thetao Southern_Ocean_Basin 100m MAM 1.3209599 thetao Southern_Ocean_Basin 100m JJA 1.3447574 thetao Southern_Ocean_Basin 100m SON 1.2925797 thetao Southern_Ocean_Basin 100m DJF 1.2374983 +thetao Southern_Ocean_Basin 100m year 1.2754315 thetao Southern_Ocean_Basin 1000m MAM 0.91119915 thetao Southern_Ocean_Basin 1000m JJA 0.91000634 thetao Southern_Ocean_Basin 1000m SON 0.90758634 thetao Southern_Ocean_Basin 1000m DJF 0.90835875 +thetao Southern_Ocean_Basin 1000m year 0.90887254 thetao Mediterranean_Basin 10m MAM 3.1821928 thetao Mediterranean_Basin 10m JJA 2.247875 thetao Mediterranean_Basin 10m SON 1.9303876 thetao Mediterranean_Basin 10m DJF 2.759611 +thetao Mediterranean_Basin 10m year 2.5293703 thetao Mediterranean_Basin 100m MAM 2.4122777 thetao Mediterranean_Basin 100m JJA 2.5722182 thetao Mediterranean_Basin 100m SON 2.7373624 thetao Mediterranean_Basin 100m DJF 2.5800478 +thetao Mediterranean_Basin 100m year 2.5754764 thetao Mediterranean_Basin 1000m MAM 0.2964733 thetao Mediterranean_Basin 1000m JJA 0.29626897 thetao Mediterranean_Basin 1000m SON 0.29492402 thetao Mediterranean_Basin 1000m DJF 0.29438403 +thetao Mediterranean_Basin 1000m year 0.29551384 thetao Asia 10m MAM 1.2262937 thetao Asia 10m JJA 0.9346959 thetao Asia 10m SON 0.8914744 thetao Asia 10m DJF 1.2449939 +thetao Asia 10m year 0.94499564 thetao Asia 100m MAM 1.9544594 thetao Asia 100m JJA 2.1651416 thetao Asia 100m SON 2.3777156 thetao Asia 100m DJF 1.9863919 +thetao Asia 100m year 2.12093 thetao Asia 1000m MAM 1.2549344 thetao Asia 1000m JJA 1.2278218 thetao Asia 1000m SON 1.1882448 thetao Asia 1000m DJF 1.2496967 +thetao Asia 1000m year 1.2301706 thetao North_America 10m MAM 1.6390574 thetao North_America 10m JJA 1.2703077 thetao North_America 10m SON 0.7173522 thetao North_America 10m DJF 1.5213897 +thetao North_America 10m year 1.2252637 thetao North_America 100m MAM 1.710813 thetao North_America 100m JJA 1.5092058 thetao North_America 100m SON 1.4963834 thetao North_America 100m DJF 1.2684838 +thetao North_America 100m year 1.4962187 thetao North_America 1000m MAM 0.39821076 thetao North_America 1000m JJA 0.37777114 thetao North_America 1000m SON 0.39082885 thetao North_America 1000m DJF 0.3879366 +thetao North_America 1000m year 0.3882761 thetao Europe 10m MAM 2.2736936 thetao Europe 10m JJA 1.355471 thetao Europe 10m SON 1.1363021 thetao Europe 10m DJF 2.112561 +thetao Europe 10m year 1.6274983 thetao Europe 100m MAM 2.3583221 thetao Europe 100m JJA 2.8077118 thetao Europe 100m SON 3.1020951 thetao Europe 100m DJF 2.2917447 +thetao Europe 100m year 2.639963 thetao Europe 1000m MAM 0.29065228 thetao Europe 1000m JJA 0.29680505 thetao Europe 1000m SON 0.28883266 thetao Europe 1000m DJF 0.29382005 +thetao Europe 1000m year 0.29252243 thetao Africa 10m MAM 1.914115 thetao Africa 10m JJA 2.521244 thetao Africa 10m SON 2.472416 thetao Africa 10m DJF 1.8035469 +thetao Africa 10m year 2.1778374 thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 2.4657218 thetao South_America 10m JJA 1.8396412 thetao South_America 10m SON 1.3250542 thetao South_America 10m DJF 2.3664913 +thetao South_America 10m year 1.8525038 thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM 0.8457713 thetao Oceania 10m JJA 0.34487128 thetao Oceania 10m SON 0.4137838 thetao Oceania 10m DJF 0.6890745 +thetao Oceania 10m year 0.35821867 thetao Oceania 100m MAM 1.1125793 thetao Oceania 100m JJA 1.2173662 thetao Oceania 100m SON 1.089777 thetao Oceania 100m DJF 1.3149309 +thetao Oceania 100m year 1.1836653 thetao Oceania 1000m MAM 0.4314432 thetao Oceania 1000m JJA 0.40700555 thetao Oceania 1000m SON 0.38090324 thetao Oceania 1000m DJF 0.44138122 +thetao Oceania 1000m year 0.41519856 thetao Australia 10m MAM 0.46306992 thetao Australia 10m JJA 0.8205592 thetao Australia 10m SON 0.96860504 thetao Australia 10m DJF 0.5735772 +thetao Australia 10m year 0.3772615 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 1.0895861 thetao Antarctica 10m JJA 0.36335582 thetao Antarctica 10m SON 0.30720073 thetao Antarctica 10m DJF 2.0094283 +thetao Antarctica 10m year 0.7985223 thetao Antarctica 100m MAM 0.6735617 thetao Antarctica 100m JJA 0.883205 thetao Antarctica 100m SON 0.6295671 thetao Antarctica 100m DJF 0.64386034 +thetao Antarctica 100m year 0.6569887 thetao Antarctica 1000m MAM 1.4026713 thetao Antarctica 1000m JJA 1.3119524 thetao Antarctica 1000m SON 1.3451805 thetao Antarctica 1000m DJF 1.4406476 +thetao Antarctica 1000m year 1.3750978 thetao glob 10m MAM 1.0950298 thetao glob 10m JJA 0.9516905 thetao glob 10m SON 0.9029393 thetao glob 10m DJF 1.0941811 +thetao glob 10m year 0.91429996 thetao glob 100m MAM 1.5597066 thetao glob 100m JJA 1.5871344 thetao glob 100m SON 1.5359762 thetao glob 100m DJF 1.4879097 +thetao glob 100m year 1.5080448 thetao glob 1000m MAM 0.8982015 thetao glob 1000m JJA 0.89821213 thetao glob 1000m SON 0.8989829 thetao glob 1000m DJF 0.8981964 +thetao glob 1000m year 0.8977877 thetao arctic 10m MAM 0.789228 thetao arctic 10m JJA 0.7116047 thetao arctic 10m SON 0.5672552 thetao arctic 10m DJF 0.76720077 +thetao arctic 10m year 0.6582119 thetao arctic 100m MAM 1.9591713 thetao arctic 100m JJA 1.8588233 thetao arctic 100m SON 1.8344635 thetao arctic 100m DJF 1.8307675 +thetao arctic 100m year 1.8646615 thetao arctic 1000m MAM 1.4091792 thetao arctic 1000m JJA 1.4271697 thetao arctic 1000m SON 1.4204834 thetao arctic 1000m DJF 1.402726 +thetao arctic 1000m year 1.4148895 thetao northmid 10m MAM 2.1600928 thetao northmid 10m JJA 1.9795457 thetao northmid 10m SON 1.8831904 thetao northmid 10m DJF 1.9674706 +thetao northmid 10m year 1.9410113 thetao northmid 100m MAM 1.5571786 thetao northmid 100m JJA 1.6012485 thetao northmid 100m SON 1.7645763 thetao northmid 100m DJF 1.6164691 +thetao northmid 100m year 1.6125897 thetao northmid 1000m MAM 0.90265435 thetao northmid 1000m JJA 0.8986333 thetao northmid 1000m SON 0.90129405 thetao northmid 1000m DJF 0.9083748 +thetao northmid 1000m year 0.9025116 thetao tropics 10m MAM 0.9529692 thetao tropics 10m JJA 0.8182003 thetao tropics 10m SON 0.79397434 thetao tropics 10m DJF 0.82707304 +thetao tropics 10m year 0.741065 thetao tropics 100m MAM 1.6757994 thetao tropics 100m JJA 1.7979904 thetao tropics 100m SON 1.6873642 thetao tropics 100m DJF 1.617107 +thetao tropics 100m year 1.6348311 thetao tropics 1000m MAM 0.740976 thetao tropics 1000m JJA 0.73729914 thetao tropics 1000m SON 0.7434342 thetao tropics 1000m DJF 0.74542713 +thetao tropics 1000m year 0.74108654 thetao innertropics 10m MAM 0.904041 thetao innertropics 10m JJA 0.8170147 thetao innertropics 10m SON 0.78025335 thetao innertropics 10m DJF 0.7360759 +thetao innertropics 10m year 0.6990328 thetao innertropics 100m MAM 1.994311 thetao innertropics 100m JJA 2.230653 thetao innertropics 100m SON 2.1251268 thetao innertropics 100m DJF 1.9538318 +thetao innertropics 100m year 1.9848944 thetao innertropics 1000m MAM 0.65458316 thetao innertropics 1000m JJA 0.6471086 thetao innertropics 1000m SON 0.655332 thetao innertropics 1000m DJF 0.65551186 +thetao innertropics 1000m year 0.65229815 thetao nino34 10m MAM 1.2724708 thetao nino34 10m JJA 1.4737735 thetao nino34 10m SON 1.5682118 thetao nino34 10m DJF 0.9864224 +thetao nino34 10m year 1.3252193 thetao nino34 100m MAM 1.1831245 thetao nino34 100m JJA 0.9629842 thetao nino34 100m SON 1.3493861 thetao nino34 100m DJF 0.6301696 +thetao nino34 100m year 0.7389098 thetao nino34 1000m MAM 0.24264608 thetao nino34 1000m JJA 0.25003633 thetao nino34 1000m SON 0.24185672 thetao nino34 1000m DJF 0.25630808 +thetao nino34 1000m year 0.24748012 thetao southmid 10m MAM 1.0669624 thetao southmid 10m JJA 1.0055093 thetao southmid 10m SON 1.0231667 thetao southmid 10m DJF 1.2143031 +thetao southmid 10m year 1.0048269 thetao southmid 100m MAM 1.3524221 thetao southmid 100m JJA 1.2097981 thetao southmid 100m SON 1.1805421 thetao southmid 100m DJF 1.2269793 +thetao southmid 100m year 1.2205012 thetao southmid 1000m MAM 1.0279537 thetao southmid 1000m JJA 1.0325681 thetao southmid 1000m SON 1.0257353 thetao southmid 1000m DJF 1.018114 +thetao southmid 1000m year 1.0250739 thetao antarctic 10m MAM 0.7544199 thetao antarctic 10m JJA 0.42374974 thetao antarctic 10m SON 0.35742277 thetao antarctic 10m DJF 1.0783848 +thetao antarctic 10m year 0.42811128 thetao antarctic 100m MAM 1.2524163 thetao antarctic 100m JJA 1.526901 thetao antarctic 100m SON 1.4047121 thetao antarctic 100m DJF 1.2045519 +thetao antarctic 100m year 1.3189396 thetao antarctic 1000m MAM 0.6975349 thetao antarctic 1000m JJA 0.68098223 thetao antarctic 1000m SON 0.6913495 thetao antarctic 1000m DJF 0.7064801 +thetao antarctic 1000m year 0.69380075 so Atlantic_Basin 10m MAM 1.4537945 so Atlantic_Basin 10m JJA 1.6641316 so Atlantic_Basin 10m SON 1.6200656 so Atlantic_Basin 10m DJF 1.4596304 +so Atlantic_Basin 10m year 1.5386354 so Atlantic_Basin 100m MAM 0.67841035 so Atlantic_Basin 100m JJA 0.6504962 so Atlantic_Basin 100m SON 0.6359272 so Atlantic_Basin 100m DJF 0.66298646 +so Atlantic_Basin 100m year 0.6527739 so Atlantic_Basin 1000m MAM 0.2828709 so Atlantic_Basin 1000m JJA 0.28239983 so Atlantic_Basin 1000m SON 0.28231177 so Atlantic_Basin 1000m DJF 0.28311267 +so Atlantic_Basin 1000m year 0.28264338 so Pacific_Basin 10m MAM 0.6825498 so Pacific_Basin 10m JJA 0.7072898 so Pacific_Basin 10m SON 0.6776812 so Pacific_Basin 10m DJF 0.6455916 +so Pacific_Basin 10m year 0.6702532 so Pacific_Basin 100m MAM 0.49920642 so Pacific_Basin 100m JJA 0.4818414 so Pacific_Basin 100m SON 0.48938286 so Pacific_Basin 100m DJF 0.49768934 +so Pacific_Basin 100m year 0.4892322 so Pacific_Basin 1000m MAM 0.1271093 so Pacific_Basin 1000m JJA 0.12744053 so Pacific_Basin 1000m SON 0.1280148 so Pacific_Basin 1000m DJF 0.12695512 +so Pacific_Basin 1000m year 0.12733138 so Indian_Basin 10m MAM 0.5878037 so Indian_Basin 10m JJA 0.5821749 so Indian_Basin 10m SON 0.60344905 so Indian_Basin 10m DJF 0.5770261 +so Indian_Basin 10m year 0.57882744 so Indian_Basin 100m MAM 0.5072615 so Indian_Basin 100m JJA 0.5055256 so Indian_Basin 100m SON 0.5167609 so Indian_Basin 100m DJF 0.5169705 +so Indian_Basin 100m year 0.5073164 so Indian_Basin 1000m MAM 0.20187429 so Indian_Basin 1000m JJA 0.20034611 so Indian_Basin 1000m SON 0.2006744 so Indian_Basin 1000m DJF 0.20049435 +so Indian_Basin 1000m year 0.20071578 so Arctic_Basin 10m MAM 1.7176797 so Arctic_Basin 10m JJA 2.1140058 so Arctic_Basin 10m SON 2.1915658 so Arctic_Basin 10m DJF 1.9466227 +so Arctic_Basin 10m year 1.9600033 so Arctic_Basin 100m MAM 0.707033 so Arctic_Basin 100m JJA 0.6982653 so Arctic_Basin 100m SON 0.7522309 so Arctic_Basin 100m DJF 0.70420915 +so Arctic_Basin 100m year 0.71015096 so Arctic_Basin 1000m MAM 0.29059884 so Arctic_Basin 1000m JJA 0.28423488 so Arctic_Basin 1000m SON 0.2832987 so Arctic_Basin 1000m DJF 0.29435718 +so Arctic_Basin 1000m year 0.28812218 so Southern_Ocean_Basin 10m MAM 0.74209344 so Southern_Ocean_Basin 10m JJA 0.6308901 so Southern_Ocean_Basin 10m SON 0.58895177 so Southern_Ocean_Basin 10m DJF 0.7358857 +so Southern_Ocean_Basin 10m year 0.6710653 so Southern_Ocean_Basin 100m MAM 0.5153705 so Southern_Ocean_Basin 100m JJA 0.5482371 so Southern_Ocean_Basin 100m SON 0.54453576 so Southern_Ocean_Basin 100m DJF 0.53062725 +so Southern_Ocean_Basin 100m year 0.5329536 so Southern_Ocean_Basin 1000m MAM 0.22309336 so Southern_Ocean_Basin 1000m JJA 0.22227436 so Southern_Ocean_Basin 1000m SON 0.22281729 so Southern_Ocean_Basin 1000m DJF 0.2232837 +so Southern_Ocean_Basin 1000m year 0.22272341 so Mediterranean_Basin 10m MAM 3.0612516 so Mediterranean_Basin 10m JJA 3.293563 so Mediterranean_Basin 10m SON 3.2782114 so Mediterranean_Basin 10m DJF 3.0499725 +so Mediterranean_Basin 10m year 3.17075 so Mediterranean_Basin 100m MAM 2.6973128 so Mediterranean_Basin 100m JJA 2.6324165 so Mediterranean_Basin 100m SON 2.614176 so Mediterranean_Basin 100m DJF 2.6515415 +so Mediterranean_Basin 100m year 2.648862 so Mediterranean_Basin 1000m MAM 0.3166291 so Mediterranean_Basin 1000m JJA 0.32499632 so Mediterranean_Basin 1000m SON 0.31635123 so Mediterranean_Basin 1000m DJF 0.31071275 +so Mediterranean_Basin 1000m year 0.31717238 so Asia 10m MAM 1.1046674 so Asia 10m JJA 1.3048028 so Asia 10m SON 1.2068294 so Asia 10m DJF 1.1161277 +so Asia 10m year 1.182932 so Asia 100m MAM 0.40927267 so Asia 100m JJA 0.37351465 so Asia 100m SON 0.3198352 so Asia 100m DJF 0.3306384 +so Asia 100m year 0.34770393 so Asia 1000m MAM 0.17500782 so Asia 1000m JJA 0.17882252 so Asia 1000m SON 0.17930031 so Asia 1000m DJF 0.16900635 +so Asia 1000m year 0.17553425 so North_America 10m MAM 2.5927274 so North_America 10m JJA 2.8913279 so North_America 10m SON 2.778652 so North_America 10m DJF 2.5278156 +so North_America 10m year 2.6801643 so North_America 100m MAM 0.6750273 so North_America 100m JJA 0.64323264 so North_America 100m SON 0.617733 so North_America 100m DJF 0.6704762 +so North_America 100m year 0.6433957 so North_America 1000m MAM 0.031143188 so North_America 1000m JJA 0.029109955 so North_America 1000m SON 0.04169655 so North_America 1000m DJF 0.0370636 +so North_America 1000m year 0.034751892 so Europe 10m MAM 1.8133857 so Europe 10m JJA 1.9299674 so Europe 10m SON 2.0809143 so Europe 10m DJF 2.2110267 +so Europe 10m year 1.9935757 so Europe 100m MAM 1.4251595 so Europe 100m JJA 1.3793976 so Europe 100m SON 1.3765507 so Europe 100m DJF 1.4420792 +so Europe 100m year 1.4027615 so Europe 1000m MAM 0.32927957 so Europe 1000m JJA 0.334273 so Europe 1000m SON 0.3218778 so Europe 1000m DJF 0.318395 +so Europe 1000m year 0.32595572 so Africa 10m MAM 1.9908943 so Africa 10m JJA 2.1328812 so Africa 10m SON 2.2279549 so Africa 10m DJF 2.005104 +so Africa 10m year 2.0892105 so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 0.39043173 so South_America 10m JJA 0.38315582 so South_America 10m SON 0.34630713 so South_America 10m DJF 0.47349167 +so South_America 10m year 0.37680689 so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM 1.3029661 so Oceania 10m JJA 1.1823864 so Oceania 10m SON 1.1498241 so Oceania 10m DJF 1.2040491 +so Oceania 10m year 1.2098064 so Oceania 100m MAM 0.32614708 so Oceania 100m JJA 0.2728424 so Oceania 100m SON 0.40005493 so Oceania 100m DJF 0.3568573 +so Oceania 100m year 0.3389759 so Oceania 1000m MAM 0.062431335 so Oceania 1000m JJA 0.058834076 so Oceania 1000m SON 0.06554413 so Oceania 1000m DJF 0.061035156 +so Oceania 1000m year 0.061958313 so Australia 10m MAM 1.1698608 so Australia 10m JJA 1.1987547 so Australia 10m SON 1.1952883 so Australia 10m DJF 1.2091827 +so Australia 10m year 1.1932716 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 1.7429283 so Antarctica 10m JJA 1.4498208 so Antarctica 10m SON 1.1016525 so Antarctica 10m DJF 1.355986 +so Antarctica 10m year 1.4125973 so Antarctica 100m MAM 0.7423172 so Antarctica 100m JJA 0.76971817 so Antarctica 100m SON 0.859581 so Antarctica 100m DJF 0.83117867 +so Antarctica 100m year 0.80069923 so Antarctica 1000m MAM 0.024215698 so Antarctica 1000m JJA 0.0029296875 so Antarctica 1000m SON 0.011993408 so Antarctica 1000m DJF 0.031528473 +so Antarctica 1000m year 0.017665863 so glob 10m MAM 0.9718154 so glob 10m JJA 1.0349145 so glob 10m SON 1.016496 so glob 10m DJF 0.9846916 +so glob 10m year 0.9918104 so glob 100m MAM 0.5711531 so glob 100m JJA 0.5685777 so glob 100m SON 0.5737691 so glob 100m DJF 0.57272065 +so glob 100m year 0.56842303 so glob 1000m MAM 0.20367323 so glob 1000m JJA 0.20279603 so glob 1000m SON 0.20305368 so glob 1000m DJF 0.20386387 +so glob 1000m year 0.20326863 so arctic 10m MAM 1.7887294 so arctic 10m JJA 2.1940339 so arctic 10m SON 2.230657 so arctic 10m DJF 1.9729569 +so arctic 10m year 2.017921 so arctic 100m MAM 0.715424 so arctic 100m JJA 0.6994417 so arctic 100m SON 0.7355203 so arctic 100m DJF 0.7118048 +so arctic 100m year 0.7104525 so arctic 1000m MAM 0.25992572 so arctic 1000m JJA 0.2547533 so arctic 1000m SON 0.25417274 so arctic 1000m DJF 0.26259297 +so arctic 1000m year 0.25784147 so northmid 10m MAM 1.5366465 so northmid 10m JJA 1.7509485 so northmid 10m SON 1.6988896 so northmid 10m DJF 1.5448718 +so northmid 10m year 1.6228579 so northmid 100m MAM 0.73513937 so northmid 100m JJA 0.68222946 so northmid 100m SON 0.6787661 so northmid 100m DJF 0.715168 +so northmid 100m year 0.6970091 so northmid 1000m MAM 0.18478209 so northmid 1000m JJA 0.18510148 so northmid 1000m SON 0.18404926 so northmid 1000m DJF 0.18398556 +so northmid 1000m year 0.18445028 so tropics 10m MAM 0.65632665 so tropics 10m JJA 0.6702243 so tropics 10m SON 0.650301 so tropics 10m DJF 0.61234045 +so tropics 10m year 0.63821936 so tropics 100m MAM 0.4914287 so tropics 100m JJA 0.48209208 so tropics 100m SON 0.49094403 so tropics 100m DJF 0.494857 +so tropics 100m year 0.48708025 so tropics 1000m MAM 0.15056342 so tropics 1000m JJA 0.15056726 so tropics 1000m SON 0.15099639 so tropics 1000m DJF 0.15091735 +so tropics 1000m year 0.15068436 so innertropics 10m MAM 0.6421728 so innertropics 10m JJA 0.6413624 so innertropics 10m SON 0.5900086 so innertropics 10m DJF 0.56013405 +so innertropics 10m year 0.5951616 so innertropics 100m MAM 0.41756418 so innertropics 100m JJA 0.40967053 so innertropics 100m SON 0.42222983 so innertropics 100m DJF 0.4189198 +so innertropics 100m year 0.41405025 so innertropics 1000m MAM 0.1312433 so innertropics 1000m JJA 0.13147573 so innertropics 1000m SON 0.13160829 so innertropics 1000m DJF 0.13136415 +so innertropics 1000m year 0.13131632 so nino34 10m MAM 0.15325743 so nino34 10m JJA 0.21016315 so nino34 10m SON 0.17322235 so nino34 10m DJF 0.122228816 +so nino34 10m year 0.1585549 so nino34 100m MAM 0.34190187 so nino34 100m JJA 0.31485453 so nino34 100m SON 0.28678468 so nino34 100m DJF 0.24002656 +so nino34 100m year 0.29513443 so nino34 1000m MAM 0.04096314 so nino34 1000m JJA 0.04406535 so nino34 1000m SON 0.042730298 so nino34 1000m DJF 0.04157556 +so nino34 1000m year 0.042191885 so southmid 10m MAM 0.7275704 so southmid 10m JJA 0.6918014 so southmid 10m SON 0.67890245 so southmid 10m DJF 0.7209991 +so southmid 10m year 0.7030791 so southmid 100m MAM 0.6410837 so southmid 100m JJA 0.6692115 so southmid 100m SON 0.6525371 so southmid 100m DJF 0.64242566 +so southmid 100m year 0.6500387 so southmid 1000m MAM 0.32672855 so southmid 1000m JJA 0.32548675 so southmid 1000m SON 0.32588682 so southmid 1000m DJF 0.32621655 +so southmid 1000m year 0.3260169 so antarctic 10m MAM 0.8543678 so antarctic 10m JJA 0.58718544 so antarctic 10m SON 0.5004354 so antarctic 10m DJF 0.86709064 +so antarctic 10m year 0.6949714 so antarctic 100m MAM 0.32748234 so antarctic 100m JJA 0.347816 so antarctic 100m SON 0.36408117 so antarctic 100m DJF 0.3522079 +so antarctic 100m year 0.34399316 so antarctic 1000m MAM 0.048981845 so antarctic 1000m JJA 0.048778858 so antarctic 1000m SON 0.050698385 so antarctic 1000m DJF 0.050567523 +so antarctic 1000m year 0.049477514 diff --git a/eval/ERA5/EC-Earth3.csv b/eval/ERA5/EC-Earth3.csv index be161e7..be4638c 100644 --- a/eval/ERA5/EC-Earth3.csv +++ b/eval/ERA5/EC-Earth3.csv @@ -3,1583 +3,1979 @@ siconc Atlantic_Basin surface MAM 13.887097165959885 siconc Atlantic_Basin surface JJA 10.796193976182604 siconc Atlantic_Basin surface SON 12.38256579960935 siconc Atlantic_Basin surface DJF 13.496111897372723 +siconc Atlantic_Basin surface year 10.369085411136796 siconc Pacific_Basin surface MAM 15.70054090182039 siconc Pacific_Basin surface JJA 2.872703816378922 siconc Pacific_Basin surface SON 6.298059768998599 siconc Pacific_Basin surface DJF 15.029248704867495 +siconc Pacific_Basin surface year 12.05966736142205 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 2.443156553073829 siconc Arctic_Basin surface JJA 7.473422614759083 siconc Arctic_Basin surface SON 7.23812347031334 siconc Arctic_Basin surface DJF 3.645873333851152 +siconc Arctic_Basin surface year 3.688532753276584 siconc Southern_Ocean_Basin surface MAM 34.09005673548214 siconc Southern_Ocean_Basin surface JJA 31.264813169598558 siconc Southern_Ocean_Basin surface SON 25.425859145580326 siconc Southern_Ocean_Basin surface DJF 25.07454629264846 +siconc Southern_Ocean_Basin surface year 25.658015072461783 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 0.15821807861328807 siconc Asia surface JJA 0.9941104125976565 siconc Asia surface SON 14.624765624999995 siconc Asia surface DJF 0.9779531860351511 +siconc Asia surface year 3.2002319335937557 siconc North_America surface MAM 13.287306213378898 siconc North_America surface JJA 32.53247833251953 siconc North_America surface SON 28.257620849609374 siconc North_America surface DJF 8.14136871337891 +siconc North_America surface year 20.557195434570318 siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 1.672540092468262 siconc Antarctica surface JJA 34.06548599243164 siconc Antarctica surface SON 5.545241394042968 siconc Antarctica surface DJF 0.2976968801021576 +siconc Antarctica surface year 9.41262351989746 siconc glob surface MAM 15.901551295738656 siconc glob surface JJA 18.52982179635087 siconc glob surface SON 16.15941892356538 siconc glob surface DJF 13.64393466628035 +siconc glob surface year 14.438499318751505 siconc arctic surface MAM 4.520112350518146 siconc arctic surface JJA 7.870891293158193 siconc arctic surface SON 8.051134427255647 siconc arctic surface DJF 5.558973655060903 +siconc arctic surface year 5.047084712924086 siconc northmid surface MAM 11.146287420232385 siconc northmid surface JJA 6.667580303475604 siconc northmid surface SON 4.571424539792538 siconc northmid surface DJF 10.396451161269606 +siconc northmid surface year 8.842575683403828 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.000946320112592 siconc southmid surface JJA 12.491653116402318 siconc southmid surface SON 15.382148996850477 siconc southmid surface DJF 6.312748504677731 +siconc southmid surface year 9.541628767646667 siconc antarctic surface MAM 36.50026914231124 siconc antarctic surface JJA 35.89679186717719 siconc antarctic surface SON 27.421239983790368 siconc antarctic surface DJF 28.175265663124954 +siconc antarctic surface year 31.081675602937192 tas Atlantic_Basin surface MAM 1.3379749 tas Atlantic_Basin surface JJA 1.0074258 tas Atlantic_Basin surface SON 0.95686054 tas Atlantic_Basin surface DJF 1.5021763 +tas Atlantic_Basin surface year 1.1352652 tas Pacific_Basin surface MAM 0.9017996 tas Pacific_Basin surface JJA 0.6675369 tas Pacific_Basin surface SON 0.6494843 tas Pacific_Basin surface DJF 0.8937757 +tas Pacific_Basin surface year 0.71085966 tas Indian_Basin surface MAM 0.8358703 tas Indian_Basin surface JJA 0.56178087 tas Indian_Basin surface SON 0.49633428 tas Indian_Basin surface DJF 0.6892826 +tas Indian_Basin surface year 0.5670694 tas Arctic_Basin surface MAM 2.7755527 tas Arctic_Basin surface JJA 1.3000389 tas Arctic_Basin surface SON 2.4417088 tas Arctic_Basin surface DJF 2.7652 +tas Arctic_Basin surface year 2.213139 tas Southern_Ocean_Basin surface MAM 4.234533 tas Southern_Ocean_Basin surface JJA 3.68286 tas Southern_Ocean_Basin surface SON 2.561671 tas Southern_Ocean_Basin surface DJF 3.0096982 +tas Southern_Ocean_Basin surface year 3.3550975 tas Mediterranean_Basin surface MAM 0.6609078 tas Mediterranean_Basin surface JJA 0.54765606 tas Mediterranean_Basin surface SON 0.58802974 tas Mediterranean_Basin surface DJF 1.0081679 +tas Mediterranean_Basin surface year 0.47529525 tas Asia surface MAM 3.065875 tas Asia surface JJA 2.2104664 tas Asia surface SON 1.3060725 tas Asia surface DJF 1.8471248 +tas Asia surface year 1.77775 tas North_America surface MAM 2.1281905 tas North_America surface JJA 1.6112945 tas North_America surface SON 1.1983924 tas North_America surface DJF 2.1798882 +tas North_America surface year 1.3770863 tas Europe surface MAM 2.3642192 tas Europe surface JJA 1.3422067 tas Europe surface SON 0.9462792 tas Europe surface DJF 1.6886564 +tas Europe surface year 1.3975818 tas Africa surface MAM 1.7131749 tas Africa surface JJA 1.0583855 tas Africa surface SON 1.3550227 tas Africa surface DJF 2.2956274 +tas Africa surface year 1.3654741 tas South_America surface MAM 1.7892954 tas South_America surface JJA 1.1309232 tas South_America surface SON 1.4348079 tas South_America surface DJF 1.6162798 +tas South_America surface year 1.2378418 tas Oceania surface MAM 1.9550643 tas Oceania surface JJA 1.6226085 tas Oceania surface SON 1.4417031 tas Oceania surface DJF 1.7589943 +tas Oceania surface year 1.694508 tas Australia surface MAM 1.7317035 tas Australia surface JJA 0.9903528 tas Australia surface SON 1.5298582 tas Australia surface DJF 1.5069926 +tas Australia surface year 1.364124 tas Antarctica surface MAM 6.8219237 tas Antarctica surface JJA 6.043443 tas Antarctica surface SON 4.7282214 tas Antarctica surface DJF 4.176389 +tas Antarctica surface year 5.431326 tas glob surface MAM 2.5878928 tas glob surface JJA 2.0047288 tas glob surface SON 1.6837502 tas glob surface DJF 2.0364435 +tas glob surface year 1.9670155 tas arctic surface MAM 2.5548792 tas arctic surface JJA 1.5265515 tas arctic surface SON 1.939354 tas arctic surface DJF 2.5492337 +tas arctic surface year 1.8783388 tas northmid surface MAM 2.0004418 tas northmid surface JJA 1.4416323 tas northmid surface SON 0.9962394 tas northmid surface DJF 1.5190644 +tas northmid surface year 1.3212405 tas tropics surface MAM 1.0189413 tas tropics surface JJA 0.7159181 tas tropics surface SON 0.7526404 tas tropics surface DJF 1.0206413 +tas tropics surface year 0.7706414 tas innertropics surface MAM 0.71279305 tas innertropics surface JJA 0.6301681 tas innertropics surface SON 0.628504 tas innertropics surface DJF 0.8035087 +tas innertropics surface year 0.57622695 tas nino34 surface MAM 0.18536885 tas nino34 surface JJA 0.20971172 tas nino34 surface SON 0.13722 tas nino34 surface DJF 0.58417994 +tas nino34 surface year 0.22254562 tas southmid surface MAM 2.646796 tas southmid surface JJA 1.9530416 tas southmid surface SON 1.8696363 tas southmid surface DJF 2.5401602 +tas southmid surface year 2.2461529 tas antarctic surface MAM 6.429972 tas antarctic surface JJA 5.7995663 tas antarctic surface SON 3.910599 tas antarctic surface DJF 3.6271386 +tas antarctic surface year 4.9174004 clt Atlantic_Basin surface MAM 9.304879 clt Atlantic_Basin surface JJA 8.274892 clt Atlantic_Basin surface SON 7.519603 clt Atlantic_Basin surface DJF 10.957467 +clt Atlantic_Basin surface year 7.7852383 clt Pacific_Basin surface MAM 9.629162 clt Pacific_Basin surface JJA 8.352673 clt Pacific_Basin surface SON 7.6677046 clt Pacific_Basin surface DJF 8.396098 +clt Pacific_Basin surface year 7.3205953 clt Indian_Basin surface MAM 8.0981045 clt Indian_Basin surface JJA 13.345716 clt Indian_Basin surface SON 10.465694 clt Indian_Basin surface DJF 8.848392 +clt Indian_Basin surface year 8.503726 clt Arctic_Basin surface MAM 16.515005 clt Arctic_Basin surface JJA 12.679304 clt Arctic_Basin surface 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year 1.3688273 ua Southern_Ocean_Basin 300hPa MAM 1.516298 ua Southern_Ocean_Basin 300hPa JJA 2.4839816 ua Southern_Ocean_Basin 300hPa SON 2.5128603 ua Southern_Ocean_Basin 300hPa DJF 1.3560548 +ua Southern_Ocean_Basin 300hPa year 1.7315607 ua Mediterranean_Basin 300hPa MAM 1.7788545 ua Mediterranean_Basin 300hPa JJA 2.1077368 ua Mediterranean_Basin 300hPa SON 2.2221322 ua Mediterranean_Basin 300hPa DJF 1.5742484 +ua Mediterranean_Basin 300hPa year 1.6281887 ua Asia 300hPa MAM 2.3313038 ua Asia 300hPa JJA 2.0892816 ua Asia 300hPa SON 1.1245139 ua Asia 300hPa DJF 1.6146444 +ua Asia 300hPa year 1.4121375 ua North_America 300hPa MAM 1.6009464 ua North_America 300hPa JJA 1.2002271 ua North_America 300hPa SON 1.2071283 ua North_America 300hPa DJF 1.6470476 +ua North_America 300hPa year 1.042572 ua Europe 300hPa MAM 1.243845 ua Europe 300hPa JJA 1.8177696 ua Europe 300hPa SON 1.0574548 ua Europe 300hPa DJF 1.2139426 +ua Europe 300hPa year 0.7056472 ua Africa 300hPa MAM 2.386667 ua Africa 300hPa JJA 3.7603803 ua Africa 300hPa SON 1.7347456 ua Africa 300hPa DJF 2.432674 +ua Africa 300hPa year 1.9624286 ua South_America 300hPa MAM 3.0944283 ua South_America 300hPa JJA 2.4163635 ua South_America 300hPa SON 2.31255 ua South_America 300hPa DJF 2.6509378 +ua South_America 300hPa year 2.0460258 ua Oceania 300hPa MAM 1.126929 ua Oceania 300hPa JJA 4.4102306 ua Oceania 300hPa SON 0.86332685 ua Oceania 300hPa DJF 1.0692244 +ua Oceania 300hPa year 1.247498 ua Australia 300hPa MAM 4.4699855 ua Australia 300hPa JJA 2.1204507 ua Australia 300hPa SON 2.0420647 ua Australia 300hPa DJF 3.130842 +ua Australia 300hPa year 2.0348907 ua Antarctica 300hPa MAM 0.9291578 ua Antarctica 300hPa JJA 0.75157905 ua Antarctica 300hPa SON 1.0016172 ua Antarctica 300hPa DJF 0.7537294 +ua Antarctica 300hPa year 0.6269085 ua glob 300hPa MAM 2.0805335 ua glob 300hPa JJA 2.1970344 ua glob 300hPa SON 1.7921144 ua glob 300hPa DJF 1.7816344 +ua glob 300hPa year 1.5155963 ua arctic 300hPa MAM 1.6068805 ua arctic 300hPa JJA 1.9559011 ua arctic 300hPa SON 1.2279445 ua arctic 300hPa DJF 1.0324161 +ua arctic 300hPa year 1.2571621 ua northmid 300hPa MAM 1.9667065 ua northmid 300hPa JJA 1.8008964 ua northmid 300hPa SON 1.1526319 ua northmid 300hPa DJF 2.1602037 +ua northmid 300hPa year 1.1160375 ua tropics 300hPa MAM 2.9647417 ua tropics 300hPa JJA 2.7251735 ua tropics 300hPa SON 2.1734643 ua tropics 300hPa DJF 2.3294215 +ua tropics 300hPa year 1.8906397 ua innertropics 300hPa MAM 2.0159867 ua innertropics 300hPa JJA 2.67908 ua innertropics 300hPa SON 2.040291 ua innertropics 300hPa DJF 2.1435244 +ua innertropics 300hPa year 1.6717968 ua nino34 300hPa MAM 2.313942 ua nino34 300hPa JJA 1.9828696 ua nino34 300hPa SON 2.1513507 ua nino34 300hPa DJF 3.4037602 +ua nino34 300hPa year 1.742502 ua southmid 300hPa MAM 1.5148904 ua southmid 300hPa JJA 2.7832954 ua southmid 300hPa SON 2.5778153 ua southmid 300hPa DJF 1.7909551 +ua southmid 300hPa year 1.8993112 ua antarctic 300hPa MAM 1.2956941 ua antarctic 300hPa JJA 1.1757405 ua antarctic 300hPa SON 1.336067 ua antarctic 300hPa DJF 0.80868757 +ua antarctic 300hPa year 0.9031029 zg Atlantic_Basin 500hPa MAM 14.227746 zg Atlantic_Basin 500hPa JJA 11.154217 zg Atlantic_Basin 500hPa SON 6.2303195 zg Atlantic_Basin 500hPa DJF 13.714371 +zg Atlantic_Basin 500hPa year 8.027748 zg Pacific_Basin 500hPa MAM 16.991869 zg Pacific_Basin 500hPa JJA 11.51389 zg Pacific_Basin 500hPa SON 6.770423 zg Pacific_Basin 500hPa DJF 12.70259 +zg Pacific_Basin 500hPa year 10.335594 zg Indian_Basin 500hPa MAM 12.649461 zg Indian_Basin 500hPa JJA 4.7222233 zg Indian_Basin 500hPa SON 4.0591927 zg Indian_Basin 500hPa DJF 9.957453 +zg Indian_Basin 500hPa year 6.8653173 zg Arctic_Basin 500hPa MAM 28.88712 zg Arctic_Basin 500hPa JJA 21.87955 zg Arctic_Basin 500hPa SON 29.348175 zg Arctic_Basin 500hPa DJF 25.28926 +zg Arctic_Basin 500hPa year 24.843979 zg Southern_Ocean_Basin 500hPa MAM 56.599365 zg Southern_Ocean_Basin 500hPa JJA 42.688324 zg Southern_Ocean_Basin 500hPa SON 35.368484 zg Southern_Ocean_Basin 500hPa DJF 53.685 +zg Southern_Ocean_Basin 500hPa year 46.288013 zg Mediterranean_Basin 500hPa MAM 12.043954 zg Mediterranean_Basin 500hPa JJA 3.3648703 zg Mediterranean_Basin 500hPa SON 8.419161 zg Mediterranean_Basin 500hPa DJF 10.212146 +zg Mediterranean_Basin 500hPa year 1.5802767 zg Asia 500hPa MAM 22.763208 zg Asia 500hPa JJA 20.023758 zg Asia 500hPa SON 6.13996 zg Asia 500hPa DJF 12.90285 +zg Asia 500hPa year 11.513995 zg North_America 500hPa MAM 17.832245 zg North_America 500hPa JJA 11.095164 zg North_America 500hPa SON 14.482262 zg North_America 500hPa DJF 18.559881 +zg North_America 500hPa year 9.316806 zg Europe 500hPa MAM 15.901584 zg Europe 500hPa JJA 17.6267 zg Europe 500hPa SON 11.491972 zg Europe 500hPa DJF 8.628761 +zg Europe 500hPa year 6.2442217 zg Africa 500hPa MAM 11.596261 zg Africa 500hPa JJA 5.304051 zg Africa 500hPa SON 3.3381743 zg Africa 500hPa DJF 8.867223 +zg Africa 500hPa year 6.018529 zg South_America 500hPa MAM 11.75387 zg South_America 500hPa JJA 3.571425 zg South_America 500hPa SON 2.8173978 zg South_America 500hPa DJF 10.30345 +zg South_America 500hPa year 6.4046316 zg Oceania 500hPa MAM 21.261364 zg Oceania 500hPa JJA 7.8839664 zg Oceania 500hPa SON 3.8829901 zg Oceania 500hPa DJF 19.481401 +zg Oceania 500hPa year 9.846991 zg Australia 500hPa MAM 17.770443 zg Australia 500hPa JJA 7.860003 zg Australia 500hPa SON 11.397575 zg Australia 500hPa DJF 10.373387 +zg Australia 500hPa year 8.814688 zg Antarctica 500hPa MAM 84.81272 zg Antarctica 500hPa JJA 90.92783 zg Antarctica 500hPa SON 58.231552 zg Antarctica 500hPa DJF 73.58143 +zg Antarctica 500hPa year 76.8884 zg glob 500hPa MAM 31.021166 zg glob 500hPa JJA 25.108488 zg glob 500hPa SON 18.708286 zg glob 500hPa DJF 26.774897 +zg glob 500hPa year 23.371384 zg arctic 500hPa MAM 21.218046 zg arctic 500hPa JJA 22.0905 zg arctic 500hPa SON 22.26251 zg arctic 500hPa DJF 20.575384 +zg arctic 500hPa year 17.93548 zg northmid 500hPa MAM 28.335627 zg northmid 500hPa JJA 15.551292 zg northmid 500hPa SON 8.236971 zg northmid 500hPa DJF 18.30772 +zg northmid 500hPa year 13.12389 zg tropics 500hPa MAM 8.844686 zg tropics 500hPa JJA 6.009331 zg tropics 500hPa SON 3.7551847 zg tropics 500hPa DJF 8.12365 +zg tropics 500hPa year 5.96578 zg innertropics 500hPa MAM 6.8995085 zg innertropics 500hPa JJA 2.3221815 zg innertropics 500hPa SON 1.5803424 zg innertropics 500hPa DJF 7.4597054 +zg innertropics 500hPa year 4.276254 zg nino34 500hPa MAM 6.1570516 zg nino34 500hPa JJA 2.1250327 zg nino34 500hPa SON 1.1168498 zg nino34 500hPa DJF 3.9689739 +zg nino34 500hPa year 3.3419962 zg southmid 500hPa MAM 40.968903 zg southmid 500hPa JJA 19.009949 zg southmid 500hPa SON 14.1519575 zg southmid 500hPa DJF 34.462395 +zg southmid 500hPa year 24.717518 zg antarctic 500hPa MAM 79.43243 zg antarctic 500hPa JJA 82.88355 zg antarctic 500hPa SON 61.143024 zg antarctic 500hPa DJF 72.246925 +zg antarctic 500hPa year 73.92649 zos Atlantic_Basin surface MAM 0.030969163 zos Atlantic_Basin surface JJA 0.03176463 zos Atlantic_Basin surface SON 0.032851037 zos Atlantic_Basin surface DJF 0.031532757 +zos Atlantic_Basin surface year 0.030735439 zos Pacific_Basin surface MAM 0.031163974 zos Pacific_Basin surface JJA 0.031039847 zos Pacific_Basin surface SON 0.032243136 zos Pacific_Basin surface DJF 0.028411273 +zos Pacific_Basin surface year 0.030142793 zos Indian_Basin surface MAM 0.04561427 zos Indian_Basin surface JJA 0.046291493 zos Indian_Basin surface SON 0.05011774 zos Indian_Basin surface DJF 0.04698836 +zos Indian_Basin surface year 0.04684092 zos Arctic_Basin surface MAM 0.019940406 zos Arctic_Basin surface JJA 0.03061304 zos Arctic_Basin surface SON 0.034590688 zos Arctic_Basin surface DJF 0.027492413 +zos Arctic_Basin surface year 0.03045907 zos Southern_Ocean_Basin surface MAM 0.040577993 zos Southern_Ocean_Basin surface JJA 0.040716305 zos Southern_Ocean_Basin surface SON 0.042705193 zos Southern_Ocean_Basin surface DJF 0.037641693 +zos Southern_Ocean_Basin surface year 0.038046118 zos Mediterranean_Basin surface MAM 0.027582899 zos Mediterranean_Basin surface JJA 0.024866277 zos Mediterranean_Basin surface SON 0.018291933 zos Mediterranean_Basin surface DJF 0.027175318 +zos Mediterranean_Basin surface year 0.024463994 zos Asia surface MAM 0.015896808 zos Asia surface JJA 0.033065002 zos Asia surface SON 0.031869456 zos Asia surface DJF 0.01691569 +zos Asia surface year 0.03128915 zos North_America surface MAM 0.013323057 zos North_America surface JJA 0.036161315 zos North_America surface SON 0.025677294 zos North_America surface DJF nan +zos North_America surface year 0.016632859 zos Europe surface MAM 0.013555914 zos Europe surface JJA 0.015684294 zos Europe surface SON 0.008191235 zos Europe surface DJF 0.015163895 +zos Europe surface year 0.0131738335 zos Africa surface MAM nan zos Africa surface JJA nan zos Africa surface SON nan zos Africa surface DJF nan +zos Africa surface year nan zos South_America surface MAM nan zos South_America surface JJA nan zos South_America surface SON nan zos South_America surface DJF nan +zos South_America surface year nan zos Oceania surface MAM nan zos Oceania surface JJA nan zos Oceania surface SON nan zos Oceania surface DJF nan +zos Oceania surface year nan zos Australia surface MAM 0.015095092 zos Australia surface JJA 0.014938768 zos Australia surface SON 0.010914359 zos Australia surface DJF 0.019857768 +zos Australia surface year 0.015251495 zos Antarctica surface MAM 0.012778426 zos Antarctica surface JJA 0.012936717 zos Antarctica surface SON 0.018603072 zos Antarctica surface DJF 0.010790175 +zos Antarctica surface year 0.013752099 zos glob surface MAM 0.03542538 zos glob surface JJA 0.035352092 zos glob surface SON 0.037144635 zos glob surface DJF 0.033891365 +zos glob surface year 0.034319595 zos arctic surface MAM 0.019124921 zos arctic surface JJA 0.026862634 zos arctic surface SON 0.030052276 zos arctic surface DJF 0.021183623 +zos arctic surface year 0.026512409 zos northmid surface MAM 0.03878282 zos northmid surface JJA 0.041183654 zos northmid surface SON 0.04174154 zos northmid surface DJF 0.03733877 +zos northmid surface year 0.038976874 zos tropics surface MAM 0.028863218 zos tropics surface JJA 0.029631898 zos tropics surface SON 0.031403426 zos tropics surface DJF 0.027839884 +zos tropics surface year 0.028796548 zos innertropics surface MAM 0.023133675 zos innertropics surface JJA 0.024413714 zos innertropics surface SON 0.027485037 zos innertropics surface DJF 0.02146616 +zos innertropics surface year 0.023099214 zos nino34 surface MAM 0.03142621 zos nino34 surface JJA 0.03957707 zos nino34 surface SON 0.042775985 zos nino34 surface DJF 0.028194504 +zos nino34 surface year 0.035500314 zos southmid surface MAM 0.051363748 zos southmid surface JJA 0.047578305 zos southmid surface SON 0.049163338 zos southmid surface DJF 0.048875485 +zos southmid surface year 0.048892103 zos antarctic surface MAM 0.022385018 zos antarctic surface JJA 0.02106458 zos antarctic surface SON 0.025644293 zos antarctic surface DJF 0.019581748 +zos antarctic surface year 0.019728102 tos Atlantic_Basin surface MAM 0.34661773 tos Atlantic_Basin surface JJA 0.45020348 tos Atlantic_Basin surface SON 0.3266526 tos Atlantic_Basin surface DJF 0.3446393 +tos Atlantic_Basin surface year 0.31063443 tos Pacific_Basin surface MAM 0.2459951 tos Pacific_Basin surface JJA 0.26566848 tos Pacific_Basin surface SON 0.217153 tos Pacific_Basin surface DJF 0.23938857 +tos Pacific_Basin surface year 0.2111328 tos Indian_Basin surface MAM 0.1794328 tos Indian_Basin surface JJA 0.14516829 tos Indian_Basin surface SON 0.17931914 tos Indian_Basin surface DJF 0.23128243 +tos Indian_Basin surface year 0.15332718 tos Arctic_Basin surface MAM 0.120381646 tos Arctic_Basin surface JJA 0.41735825 tos Arctic_Basin surface SON 0.342734 tos Arctic_Basin surface DJF 0.14860722 +tos Arctic_Basin surface year 0.22697379 tos Southern_Ocean_Basin surface MAM 0.45662612 tos Southern_Ocean_Basin surface JJA 0.23295026 tos Southern_Ocean_Basin surface SON 0.22085464 tos Southern_Ocean_Basin surface DJF 0.7344869 +tos Southern_Ocean_Basin surface year 0.3693678 tos Mediterranean_Basin surface MAM 0.20676243 tos Mediterranean_Basin surface JJA 0.2867285 tos Mediterranean_Basin surface SON 0.3725796 tos Mediterranean_Basin surface DJF 0.14947222 +tos Mediterranean_Basin surface year 0.2222111 tos Asia surface MAM 0.21210448 tos Asia surface JJA 0.615947 tos Asia surface SON 0.4136837 tos Asia surface DJF 0.26373735 +tos Asia surface year 0.2919523 tos North_America surface MAM 0.41836897 tos North_America surface JJA 0.65211886 tos North_America surface SON 0.41585788 tos North_America surface DJF 0.18040268 +tos North_America surface year 0.32364917 tos Europe surface MAM 0.28397408 tos Europe surface JJA 0.6760044 tos Europe surface SON 0.60126126 tos Europe surface DJF 0.29751855 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southmid surface MAM 0.28111798 tos southmid surface JJA 0.18072757 tos southmid surface SON 0.19867122 tos southmid surface DJF 0.42136684 +tos southmid surface year 0.21868156 tos antarctic surface MAM 0.7747428 tos antarctic surface JJA 0.30627823 tos antarctic surface SON 0.25014782 tos antarctic surface DJF 1.2735322 +tos antarctic surface year 0.64032656 mlotst Atlantic_Basin surface MAM 45.527233 mlotst Atlantic_Basin surface JJA 9.42837 mlotst Atlantic_Basin surface SON 13.542002 mlotst Atlantic_Basin surface DJF 40.68521 +mlotst Atlantic_Basin surface year 25.437695 mlotst Pacific_Basin surface MAM 14.97517 mlotst Pacific_Basin surface JJA 6.614164 mlotst Pacific_Basin surface SON 8.8579 mlotst Pacific_Basin surface DJF 11.175652 +mlotst Pacific_Basin surface year 9.21739 mlotst Indian_Basin surface MAM 5.0344768 mlotst Indian_Basin surface JJA 14.583355 mlotst Indian_Basin surface SON 18.990234 mlotst Indian_Basin surface DJF 9.621611 +mlotst Indian_Basin surface year 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Australia surface year 49.324432 mlotst Antarctica surface MAM 26.584465 mlotst Antarctica surface JJA 30.12384 mlotst Antarctica surface SON 60.159863 mlotst Antarctica surface DJF 20.776478 +mlotst Antarctica surface year 34.411156 mlotst glob surface MAM 17.565027 mlotst glob surface JJA 15.706615 mlotst glob surface SON 21.806759 mlotst glob surface DJF 15.599158 +mlotst glob surface year 16.318089 mlotst arctic surface MAM 34.106796 mlotst arctic surface JJA 4.9942327 mlotst arctic surface SON 5.1240635 mlotst arctic surface DJF 30.710352 +mlotst arctic surface year 17.061182 mlotst northmid surface MAM 46.300415 mlotst northmid surface JJA 4.2558026 mlotst northmid surface SON 5.944331 mlotst northmid surface DJF 38.41085 +mlotst northmid surface year 22.701174 mlotst tropics surface MAM 9.460049 mlotst tropics surface JJA 7.5311265 mlotst tropics surface SON 9.380069 mlotst tropics surface DJF 8.919582 +mlotst tropics surface year 7.4032664 mlotst innertropics surface MAM 9.686667 mlotst innertropics surface JJA 7.774563 mlotst innertropics surface SON 9.63181 mlotst innertropics surface DJF 9.669196 +mlotst innertropics surface year 8.040152 mlotst nino34 surface MAM 7.273435 mlotst nino34 surface JJA 9.386085 mlotst nino34 surface SON 7.7201285 mlotst nino34 surface DJF 10.725089 +mlotst nino34 surface year 8.734115 mlotst southmid surface MAM 7.370253 mlotst southmid surface JJA 32.311676 mlotst southmid surface SON 41.81972 mlotst southmid surface DJF 7.611439 +mlotst southmid surface year 20.946497 mlotst antarctic surface MAM 10.565644 mlotst antarctic surface JJA 38.908424 mlotst antarctic surface SON 68.37229 mlotst antarctic surface DJF 8.89633 +mlotst antarctic surface year 30.90953 thetao Atlantic_Basin 10m MAM 1.4553549 thetao Atlantic_Basin 10m JJA 1.0524454 thetao Atlantic_Basin 10m SON 0.8512156 thetao Atlantic_Basin 10m DJF 1.320436 +thetao Atlantic_Basin 10m year 1.1000397 thetao Atlantic_Basin 100m MAM 1.403967 thetao Atlantic_Basin 100m JJA 1.333363 thetao Atlantic_Basin 100m SON 1.2772356 thetao Atlantic_Basin 100m DJF 1.2996633 +thetao Atlantic_Basin 100m year 1.3026345 thetao Atlantic_Basin 1000m MAM 2.6070342 thetao Atlantic_Basin 1000m JJA 2.60833 thetao Atlantic_Basin 1000m SON 2.597718 thetao Atlantic_Basin 1000m DJF 2.5927463 +thetao Atlantic_Basin 1000m year 2.6014454 thetao Pacific_Basin 10m MAM 1.0802529 thetao Pacific_Basin 10m JJA 0.7910362 thetao Pacific_Basin 10m SON 0.8019819 thetao Pacific_Basin 10m DJF 1.0562046 +thetao Pacific_Basin 10m year 0.84132063 thetao Pacific_Basin 100m MAM 1.2537997 thetao Pacific_Basin 100m JJA 1.3225121 thetao Pacific_Basin 100m SON 1.3320544 thetao Pacific_Basin 100m DJF 1.2998842 +thetao Pacific_Basin 100m year 1.2608324 thetao Pacific_Basin 1000m MAM 0.70081425 thetao Pacific_Basin 1000m JJA 0.70669293 thetao Pacific_Basin 1000m SON 0.70210403 thetao Pacific_Basin 1000m DJF 0.69985855 +thetao Pacific_Basin 1000m year 0.70235544 thetao Indian_Basin 10m MAM 0.8886656 thetao Indian_Basin 10m JJA 0.5512799 thetao Indian_Basin 10m SON 0.55651313 thetao Indian_Basin 10m DJF 0.7794626 +thetao Indian_Basin 10m year 0.593077 thetao Indian_Basin 100m MAM 1.341487 thetao Indian_Basin 100m JJA 1.3444957 thetao Indian_Basin 100m SON 1.6456935 thetao Indian_Basin 100m DJF 1.5551485 +thetao Indian_Basin 100m year 1.4184222 thetao Indian_Basin 1000m MAM 0.54000276 thetao Indian_Basin 1000m JJA 0.5540596 thetao Indian_Basin 1000m SON 0.571391 thetao Indian_Basin 1000m DJF 0.54682165 +thetao Indian_Basin 1000m year 0.5520801 thetao Arctic_Basin 10m MAM 0.40435356 thetao Arctic_Basin 10m JJA 0.35711798 thetao Arctic_Basin 10m SON 0.26981062 thetao Arctic_Basin 10m DJF 0.44546774 +thetao Arctic_Basin 10m year 0.26564154 thetao Arctic_Basin 100m MAM 0.4425322 thetao Arctic_Basin 100m JJA 0.4931348 thetao Arctic_Basin 100m SON 0.504118 thetao Arctic_Basin 100m DJF 0.47146314 +thetao Arctic_Basin 100m year 0.4509547 thetao Arctic_Basin 1000m MAM 0.68320835 thetao Arctic_Basin 1000m JJA 0.69796574 thetao Arctic_Basin 1000m SON 0.6880836 thetao Arctic_Basin 1000m DJF 0.6813992 +thetao Arctic_Basin 1000m year 0.6876643 thetao Southern_Ocean_Basin 10m MAM 2.94522 thetao Southern_Ocean_Basin 10m JJA 1.8045729 thetao Southern_Ocean_Basin 10m SON 1.698554 thetao Southern_Ocean_Basin 10m DJF 3.1259136 +thetao Southern_Ocean_Basin 10m year 2.361326 thetao Southern_Ocean_Basin 100m MAM 2.0821187 thetao Southern_Ocean_Basin 100m JJA 2.2727776 thetao Southern_Ocean_Basin 100m SON 2.1514008 thetao Southern_Ocean_Basin 100m DJF 2.1170938 +thetao Southern_Ocean_Basin 100m year 2.1477437 thetao Southern_Ocean_Basin 1000m MAM 1.09479 thetao Southern_Ocean_Basin 1000m JJA 1.0923407 thetao Southern_Ocean_Basin 1000m SON 1.0894312 thetao Southern_Ocean_Basin 1000m DJF 1.090643 +thetao Southern_Ocean_Basin 1000m year 1.0915334 thetao Mediterranean_Basin 10m MAM 0.63400394 thetao Mediterranean_Basin 10m JJA 0.618496 thetao Mediterranean_Basin 10m SON 0.76460904 thetao Mediterranean_Basin 10m DJF 0.89855176 +thetao Mediterranean_Basin 10m year 0.55501425 thetao Mediterranean_Basin 100m MAM 0.4907641 thetao Mediterranean_Basin 100m JJA 0.46190596 thetao Mediterranean_Basin 100m SON 0.50112706 thetao Mediterranean_Basin 100m DJF 0.570902 +thetao Mediterranean_Basin 100m year 0.48991856 thetao Mediterranean_Basin 1000m MAM 0.24496959 thetao Mediterranean_Basin 1000m JJA 0.24250203 thetao Mediterranean_Basin 1000m SON 0.24107794 thetao Mediterranean_Basin 1000m DJF 0.24034725 +thetao Mediterranean_Basin 1000m year 0.24222526 thetao Asia 10m MAM 0.90674835 thetao Asia 10m JJA 1.7102652 thetao Asia 10m SON 1.4122748 thetao Asia 10m DJF 0.9700046 +thetao Asia 10m year 0.90848976 thetao Asia 100m MAM 0.23402183 thetao Asia 100m JJA 0.5376205 thetao Asia 100m SON 1.0696621 thetao Asia 100m DJF 0.5424687 +thetao Asia 100m year 0.59595096 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.2331604 thetao North_America 10m JJA 1.2640973 thetao North_America 10m SON 0.600044 thetao North_America 10m DJF 0.89297384 +thetao North_America 10m year 0.83290535 thetao North_America 100m MAM 1.3777541 thetao North_America 100m JJA 0.5759158 thetao North_America 100m SON 0.43398583 thetao North_America 100m DJF 0.36639816 +thetao North_America 100m year 0.66141814 thetao North_America 1000m MAM 3.9596663 thetao North_America 1000m JJA 4.0054836 thetao North_America 1000m SON 3.940279 thetao North_America 1000m DJF 3.957303 +thetao North_America 1000m year 3.9656906 thetao Europe 10m MAM 1.1606237 thetao Europe 10m JJA 0.76500636 thetao Europe 10m SON 0.728864 thetao Europe 10m DJF 1.2865955 +thetao Europe 10m year 0.78416014 thetao Europe 100m MAM 0.28406572 thetao Europe 100m JJA 0.22704601 thetao Europe 100m SON 0.37393236 thetao Europe 100m DJF 0.2310834 +thetao Europe 100m year 0.23412657 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 2.0238602 thetao South_America 10m JJA 1.1790527 thetao South_America 10m SON 1.4471308 thetao South_America 10m DJF 2.1434796 +thetao South_America 10m year 1.6983811 thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM 1.1990738 thetao Oceania 10m JJA 0.69508934 thetao Oceania 10m SON 0.5788536 thetao Oceania 10m DJF 0.9291725 +thetao Oceania 10m year 0.81066036 thetao Oceania 100m MAM 2.161665 thetao Oceania 100m JJA 1.5728798 thetao Oceania 100m SON 1.4981842 thetao Oceania 100m DJF 1.5718632 +thetao Oceania 100m year 1.701149 thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 2.156104 thetao Australia 10m JJA 1.1590924 thetao Australia 10m SON 0.6410365 thetao Australia 10m DJF 1.2373066 +thetao Australia 10m year 1.2983828 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 1.9949782 thetao Antarctica 10m JJA 0.0047426224 thetao Antarctica 10m SON 0.15443444 thetao Antarctica 10m DJF 2.3327713 +thetao Antarctica 10m year 1.1193603 thetao Antarctica 100m MAM 0.7358971 thetao Antarctica 100m JJA 0.05118549 thetao Antarctica 100m SON 0.24165583 thetao Antarctica 100m DJF 0.70314825 +thetao Antarctica 100m year 0.43298697 thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 1.5673423 thetao glob 10m JJA 1.0459024 thetao glob 10m SON 0.9730632 thetao glob 10m DJF 1.5810319 +thetao glob 10m year 1.2177709 thetao glob 100m MAM 1.4441705 thetao glob 100m JJA 1.51435 thetao glob 100m SON 1.503474 thetao glob 100m DJF 1.4748653 +thetao glob 100m year 1.4556692 thetao glob 1000m MAM 1.1166067 thetao glob 1000m JJA 1.1207113 thetao glob 1000m SON 1.1174574 thetao glob 1000m DJF 1.1132624 +thetao glob 1000m year 1.116819 thetao arctic 10m MAM 0.58229554 thetao arctic 10m JJA 0.50347465 thetao arctic 10m SON 0.35687006 thetao arctic 10m DJF 0.5404206 +thetao arctic 10m year 0.39084053 thetao arctic 100m MAM 0.6762248 thetao arctic 100m JJA 0.58178884 thetao arctic 100m SON 0.5772875 thetao arctic 100m DJF 0.5618003 +thetao arctic 100m year 0.57312405 thetao arctic 1000m MAM 0.88303065 thetao arctic 1000m JJA 0.89820606 thetao arctic 1000m SON 0.8895865 thetao arctic 1000m DJF 0.8823433 +thetao arctic 1000m year 0.88829154 thetao northmid 10m MAM 1.2331291 thetao northmid 10m JJA 1.2185552 thetao northmid 10m SON 0.99139804 thetao northmid 10m DJF 1.2088246 +thetao northmid 10m year 1.0863043 thetao northmid 100m MAM 1.3487096 thetao northmid 100m JJA 1.4474062 thetao northmid 100m SON 1.5877624 thetao northmid 100m DJF 1.4552081 +thetao northmid 100m year 1.4415606 thetao northmid 1000m MAM 1.252437 thetao northmid 1000m JJA 1.2529448 thetao northmid 1000m SON 1.2451032 thetao northmid 1000m DJF 1.2519403 +thetao northmid 1000m year 1.2505888 thetao tropics 10m MAM 1.0197998 thetao tropics 10m JJA 0.67868817 thetao tropics 10m SON 0.7020684 thetao tropics 10m DJF 0.92369413 +thetao tropics 10m year 0.7296267 thetao tropics 100m MAM 1.3496279 thetao tropics 100m JJA 1.3858743 thetao tropics 100m SON 1.3913733 thetao tropics 100m DJF 1.3822725 +thetao tropics 100m year 1.324962 thetao tropics 1000m MAM 1.1450015 thetao tropics 1000m JJA 1.1549702 thetao tropics 1000m SON 1.1521565 thetao tropics 1000m DJF 1.1448426 +thetao tropics 1000m year 1.1490489 thetao innertropics 10m MAM 0.8170111 thetao innertropics 10m JJA 0.67302674 thetao innertropics 10m SON 0.6816034 thetao innertropics 10m DJF 0.7453893 +thetao innertropics 10m year 0.6210438 thetao innertropics 100m MAM 1.7138504 thetao innertropics 100m JJA 1.7568432 thetao innertropics 100m SON 1.6859969 thetao innertropics 100m DJF 1.672622 +thetao innertropics 100m year 1.6284034 thetao innertropics 1000m MAM 0.983535 thetao innertropics 1000m JJA 0.9893708 thetao innertropics 1000m SON 0.9932709 thetao innertropics 1000m DJF 0.98547655 +thetao innertropics 1000m year 0.9876427 thetao nino34 10m MAM 0.44827524 thetao nino34 10m JJA 0.31175625 thetao nino34 10m SON 0.28756657 thetao nino34 10m DJF 0.67863303 +thetao nino34 10m year 0.32928774 thetao nino34 100m MAM 1.3493724 thetao nino34 100m JJA 1.6999949 thetao nino34 100m SON 0.8082722 thetao nino34 100m DJF 1.4408114 +thetao nino34 100m year 1.2851901 thetao nino34 1000m MAM 0.39145213 thetao nino34 1000m JJA 0.3386467 thetao nino34 1000m SON 0.36501515 thetao nino34 1000m DJF 0.35783786 +thetao nino34 1000m year 0.36323765 thetao southmid 10m MAM 2.6843562 thetao southmid 10m JJA 1.8793489 thetao southmid 10m SON 1.8032457 thetao southmid 10m DJF 2.7103674 +thetao southmid 10m year 2.2624485 thetao southmid 100m MAM 1.8921429 thetao southmid 100m JJA 2.0292366 thetao southmid 100m SON 1.9718113 thetao southmid 100m DJF 1.9539407 +thetao southmid 100m year 1.9547285 thetao southmid 1000m MAM 1.1840998 thetao southmid 1000m JJA 1.1823504 thetao southmid 1000m SON 1.1795461 thetao southmid 1000m DJF 1.1720889 +thetao southmid 1000m year 1.1791642 thetao antarctic 10m MAM 2.6573482 thetao antarctic 10m JJA 0.9578697 thetao antarctic 10m SON 0.81530374 thetao antarctic 10m DJF 3.170011 +thetao antarctic 10m year 1.8081594 thetao antarctic 100m MAM 1.8831174 thetao antarctic 100m JJA 2.0725584 thetao antarctic 100m SON 1.9190055 thetao antarctic 100m DJF 1.8831624 +thetao antarctic 100m year 1.9258153 thetao antarctic 1000m MAM 0.8810651 thetao antarctic 1000m JJA 0.8654245 thetao antarctic 1000m SON 0.87323594 thetao antarctic 1000m DJF 0.88449895 +thetao antarctic 1000m year 0.87605685 so Atlantic_Basin 10m MAM 0.512603 so Atlantic_Basin 10m JJA 0.57026654 so Atlantic_Basin 10m SON 0.60001296 so Atlantic_Basin 10m DJF 0.5338564 +so Atlantic_Basin 10m year 0.52990454 so Atlantic_Basin 100m MAM 0.31121686 so Atlantic_Basin 100m JJA 0.3016504 so Atlantic_Basin 100m SON 0.28941205 so Atlantic_Basin 100m DJF 0.30903634 +so Atlantic_Basin 100m year 0.29906285 so Atlantic_Basin 1000m MAM 0.44354117 so Atlantic_Basin 1000m JJA 0.44209144 so Atlantic_Basin 1000m SON 0.44081458 so Atlantic_Basin 1000m DJF 0.44235316 +so Atlantic_Basin 1000m year 0.44218433 so Pacific_Basin 10m MAM 0.44177768 so Pacific_Basin 10m JJA 0.44780618 so Pacific_Basin 10m SON 0.47813156 so Pacific_Basin 10m DJF 0.44950762 +so Pacific_Basin 10m year 0.44488955 so Pacific_Basin 100m MAM 0.41704482 so Pacific_Basin 100m JJA 0.4060195 so Pacific_Basin 100m SON 0.3951797 so Pacific_Basin 100m DJF 0.3964042 +so Pacific_Basin 100m year 0.40263304 so Pacific_Basin 1000m MAM 0.08106481 so Pacific_Basin 1000m JJA 0.08086901 so Pacific_Basin 1000m SON 0.08106624 so Pacific_Basin 1000m DJF 0.08086081 +so Pacific_Basin 1000m year 0.08085075 so Indian_Basin 10m MAM 0.34714082 so Indian_Basin 10m JJA 0.3363861 so Indian_Basin 10m SON 0.35560614 so Indian_Basin 10m DJF 0.34883928 +so Indian_Basin 10m year 0.336609 so Indian_Basin 100m MAM 0.2671848 so Indian_Basin 100m JJA 0.2541979 so Indian_Basin 100m SON 0.2763163 so Indian_Basin 100m DJF 0.28280076 +so Indian_Basin 100m year 0.26527068 so Indian_Basin 1000m MAM 0.11510289 so Indian_Basin 1000m JJA 0.11657328 so Indian_Basin 1000m SON 0.11652914 so Indian_Basin 1000m DJF 0.116570584 +so Indian_Basin 1000m year 0.116062425 so Arctic_Basin 10m MAM 1.0866826 so Arctic_Basin 10m JJA 1.4054697 so Arctic_Basin 10m SON 1.2056054 so Arctic_Basin 10m DJF 1.1443205 +so Arctic_Basin 10m year 1.1314939 so Arctic_Basin 100m MAM 0.3198979 so Arctic_Basin 100m JJA 0.344935 so Arctic_Basin 100m SON 0.4163538 so Arctic_Basin 100m DJF 0.33017802 +so Arctic_Basin 100m year 0.34902516 so Arctic_Basin 1000m MAM 0.15315114 so Arctic_Basin 1000m JJA 0.14695579 so Arctic_Basin 1000m SON 0.14623936 so Arctic_Basin 1000m DJF 0.157048 +so Arctic_Basin 1000m year 0.15084621 so Southern_Ocean_Basin 10m MAM 0.30000693 so Southern_Ocean_Basin 10m JJA 0.24509902 so Southern_Ocean_Basin 10m SON 0.22901762 so Southern_Ocean_Basin 10m DJF 0.29683593 +so Southern_Ocean_Basin 10m year 0.2631587 so Southern_Ocean_Basin 100m MAM 0.21748261 so Southern_Ocean_Basin 100m JJA 0.23512945 so Southern_Ocean_Basin 100m SON 0.23760693 so Southern_Ocean_Basin 100m DJF 0.22728348 +so Southern_Ocean_Basin 100m year 0.22701459 so Southern_Ocean_Basin 1000m MAM 0.10271066 so Southern_Ocean_Basin 1000m JJA 0.10182881 so Southern_Ocean_Basin 1000m SON 0.1027104 so Southern_Ocean_Basin 1000m DJF 0.10388913 +so Southern_Ocean_Basin 1000m year 0.10265357 so Mediterranean_Basin 10m MAM 0.30233586 so Mediterranean_Basin 10m JJA 0.30011097 so Mediterranean_Basin 10m SON 0.33886197 so Mediterranean_Basin 10m DJF 0.322852 +so Mediterranean_Basin 10m year 0.31021118 so Mediterranean_Basin 100m MAM 0.41718385 so Mediterranean_Basin 100m JJA 0.4029769 so Mediterranean_Basin 100m SON 0.41740316 so Mediterranean_Basin 100m DJF 0.40958852 +so Mediterranean_Basin 100m year 0.4117881 so Mediterranean_Basin 1000m MAM 0.1826888 so Mediterranean_Basin 1000m JJA 0.17305738 so Mediterranean_Basin 1000m SON 0.1832858 so Mediterranean_Basin 1000m DJF 0.1878584 +so Mediterranean_Basin 1000m year 0.18172282 so Asia 10m MAM 2.2627141 so Asia 10m JJA 1.8480448 so Asia 10m SON 1.5208479 so Asia 10m DJF 1.7261333 +so Asia 10m year 1.765535 so Asia 100m MAM 0.07545471 so Asia 100m JJA 0.14316177 so Asia 100m SON 0.14097595 so Asia 100m DJF 0.040447235 +so Asia 100m year 0.10000992 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 1.5558506 so North_America 10m JJA 1.9778297 so North_America 10m SON 1.9318173 so North_America 10m DJF 1.7716043 +so North_America 10m year 1.7777344 so North_America 100m MAM 0.33535004 so North_America 100m JJA 0.3531723 so North_America 100m SON 0.3376646 so North_America 100m DJF 0.34491825 +so North_America 100m year 0.3419385 so North_America 1000m MAM 0.7331085 so North_America 1000m JJA 0.7361107 so North_America 1000m SON 0.7158623 so North_America 1000m DJF 0.727314 +so North_America 1000m year 0.7280998 so Europe 10m MAM 0.5162991 so Europe 10m JJA 0.4640146 so Europe 10m SON 0.44540352 so Europe 10m DJF 0.5266729 +so Europe 10m year 0.48005676 so Europe 100m MAM 0.31620216 so Europe 100m JJA 0.28622818 so Europe 100m SON 0.33789825 so Europe 100m DJF 0.33645248 +so Europe 100m year 0.3191948 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 0.47452798 so South_America 10m JJA 0.276062 so South_America 10m SON 0.23883438 so South_America 10m DJF 0.44576135 +so South_America 10m year 0.33561072 so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM 0.5893154 so Oceania 10m JJA 0.5840988 so Oceania 10m SON 0.6436291 so Oceania 10m DJF 0.7186909 +so Oceania 10m year 0.633934 so Oceania 100m MAM 0.465168 so Oceania 100m JJA 0.4048462 so Oceania 100m SON 0.4289322 so Oceania 100m DJF 0.44265747 +so Oceania 100m year 0.43540192 so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 0.65922165 so Australia 10m JJA 0.6518307 so Australia 10m SON 0.7346058 so Australia 10m DJF 0.7562294 +so Australia 10m year 0.7004738 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.7311249 so Antarctica 10m JJA 0.71583176 so Antarctica 10m SON 0.41589737 so Antarctica 10m DJF 0.46258926 +so Antarctica 10m year 0.5813637 so Antarctica 100m MAM 0.0932312 so Antarctica 100m JJA 0.08065796 so Antarctica 100m SON 0.14996338 so Antarctica 100m DJF 0.14759064 +so Antarctica 100m year 0.11785889 so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.49369034 so glob 10m JJA 0.52745783 so glob 10m SON 0.516385 so glob 10m DJF 0.50628173 +so glob 10m year 0.49200946 so glob 100m MAM 0.32432428 so glob 100m JJA 0.32545897 so glob 100m SON 0.32998213 so glob 100m DJF 0.3226798 +so glob 100m year 0.3230515 so glob 1000m MAM 0.16200171 so glob 1000m JJA 0.16103286 so glob 1000m SON 0.16110362 so glob 1000m DJF 0.16257766 +so glob 1000m year 0.16158368 so arctic 10m MAM 1.0178003 so arctic 10m JJA 1.3166195 so arctic 10m SON 1.1818334 so arctic 10m DJF 1.0959053 +so arctic 10m year 1.08741 so arctic 100m MAM 0.30605018 so arctic 100m JJA 0.31666967 so arctic 100m SON 0.36862373 so arctic 100m DJF 0.3124555 +so arctic 100m year 0.3221662 so arctic 1000m MAM 0.14904818 so arctic 1000m JJA 0.14360619 so arctic 1000m SON 0.14314906 so arctic 1000m DJF 0.15242097 +so arctic 1000m year 0.14705405 so northmid 10m MAM 0.5353695 so northmid 10m JJA 0.5476214 so northmid 10m SON 0.5609319 so northmid 10m DJF 0.547157 +so northmid 10m year 0.5381638 so northmid 100m MAM 0.33400568 so northmid 100m JJA 0.30998904 so northmid 100m SON 0.30235764 so northmid 100m DJF 0.32531044 +so northmid 100m year 0.31291518 so northmid 1000m MAM 0.14817734 so northmid 1000m JJA 0.1473216 so northmid 1000m SON 0.14743964 so northmid 1000m DJF 0.1476699 +so northmid 1000m year 0.14739451 so tropics 10m MAM 0.4561761 so tropics 10m JJA 0.45733637 so tropics 10m SON 0.48201078 so tropics 10m DJF 0.45168 +so tropics 10m year 0.44492656 so tropics 100m MAM 0.40353137 so tropics 100m JJA 0.39956653 so tropics 100m SON 0.394479 so tropics 100m DJF 0.39409423 +so tropics 100m year 0.39586917 so tropics 1000m MAM 0.21757126 so tropics 1000m JJA 0.21762641 so tropics 1000m SON 0.21681206 so tropics 1000m DJF 0.21739778 +so tropics 1000m year 0.21731244 so innertropics 10m MAM 0.46070632 so innertropics 10m JJA 0.46243605 so innertropics 10m SON 0.48508763 so innertropics 10m DJF 0.4590086 +so innertropics 10m year 0.4421054 so innertropics 100m MAM 0.42127895 so innertropics 100m JJA 0.4146221 so innertropics 100m SON 0.41094872 so innertropics 100m DJF 0.405784 +so innertropics 100m year 0.41065282 so innertropics 1000m MAM 0.2267198 so innertropics 1000m JJA 0.22735205 so innertropics 1000m SON 0.22659059 so innertropics 1000m DJF 0.2264232 +so innertropics 1000m year 0.22676846 so nino34 10m MAM 0.29406068 so nino34 10m JJA 0.31013998 so nino34 10m SON 0.27986526 so nino34 10m DJF 0.27215302 +so nino34 10m year 0.2886657 so nino34 100m MAM 0.4526512 so nino34 100m JJA 0.42952588 so nino34 100m SON 0.42680767 so nino34 100m DJF 0.39404923 +so nino34 100m year 0.42575854 so nino34 1000m MAM 0.12973315 so nino34 1000m JJA 0.1312871 so nino34 1000m SON 0.13038428 so nino34 1000m DJF 0.12657937 +so nino34 1000m year 0.12949601 so southmid 10m MAM 0.31423938 so southmid 10m JJA 0.3061287 so southmid 10m SON 0.30135992 so southmid 10m DJF 0.31064194 +so southmid 10m year 0.30573478 so southmid 100m MAM 0.26584053 so southmid 100m JJA 0.27714092 so southmid 100m SON 0.28941184 so southmid 100m DJF 0.27841237 +so southmid 100m year 0.27535307 so southmid 1000m MAM 0.13319774 so southmid 1000m JJA 0.1324756 so southmid 1000m SON 0.13369703 so southmid 1000m DJF 0.13469297 +so southmid 1000m year 0.13341443 so antarctic 10m MAM 0.29011935 so antarctic 10m JJA 0.16778035 so antarctic 10m SON 0.1466441 so antarctic 10m DJF 0.31278798 +so antarctic 10m year 0.22104542 so antarctic 100m MAM 0.19752656 so antarctic 100m JJA 0.21075782 so antarctic 100m SON 0.19646864 so antarctic 100m DJF 0.19074415 +so antarctic 100m year 0.19751452 so antarctic 1000m MAM 0.037926525 so antarctic 1000m JJA 0.037212636 so antarctic 1000m SON 0.03767959 so antarctic 1000m DJF 0.03875928 +so antarctic 1000m year 0.03764937 diff --git a/eval/ERA5/FGOALS-f3-L.csv b/eval/ERA5/FGOALS-f3-L.csv index 5f601d2..8975ea5 100644 --- a/eval/ERA5/FGOALS-f3-L.csv +++ b/eval/ERA5/FGOALS-f3-L.csv @@ -3,1583 +3,1979 @@ siconc Atlantic_Basin surface MAM 21.840727578279665 siconc Atlantic_Basin surface JJA 15.035143381211224 siconc Atlantic_Basin surface SON 11.328534182284493 siconc Atlantic_Basin surface DJF 22.729328183779057 +siconc Atlantic_Basin surface year 14.898057204080544 siconc Pacific_Basin surface MAM 14.453327213050725 siconc Pacific_Basin surface JJA 3.4445602445429704 siconc Pacific_Basin surface SON 5.528927140380781 siconc Pacific_Basin surface DJF 15.612963159303657 +siconc Pacific_Basin surface year 11.570230589160966 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 4.092219644169897 siconc Arctic_Basin surface JJA 10.603985794195342 siconc Arctic_Basin surface SON 9.409522077331378 siconc Arctic_Basin surface DJF 6.288223832674146 +siconc Arctic_Basin surface year 6.362882052833386 siconc Southern_Ocean_Basin surface MAM 33.2084928480818 siconc Southern_Ocean_Basin surface JJA 20.779445467540786 siconc Southern_Ocean_Basin surface SON 21.101116229850266 siconc Southern_Ocean_Basin surface DJF 24.729295096990956 +siconc Southern_Ocean_Basin surface year 21.042947653787632 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM nan siconc Asia surface JJA nan siconc Asia surface SON nan siconc Asia surface DJF nan +siconc Asia surface year nan siconc North_America surface MAM nan siconc North_America surface JJA nan siconc North_America surface SON nan siconc North_America surface DJF nan +siconc North_America surface year nan siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 4.860748612880707 siconc Antarctica surface JJA 32.013426818847655 siconc Antarctica surface SON 16.93029312133789 siconc Antarctica surface DJF 0.05317815303802492 +siconc Antarctica surface year 11.00994789123535 siconc glob surface MAM 17.48666457841616 siconc glob surface JJA 15.59414245431209 siconc glob surface SON 15.154941945067414 siconc glob surface DJF 15.886143479575798 +siconc glob surface year 14.095145804328734 siconc arctic surface MAM 6.687861554609672 siconc arctic surface JJA 11.203101437453661 siconc arctic surface SON 9.65179192356633 siconc arctic surface DJF 8.975789073295717 +siconc arctic surface year 7.843722672039308 siconc northmid surface MAM 15.141241835601946 siconc northmid surface JJA 8.42362974357605 siconc northmid surface SON 5.6238672742561215 siconc northmid surface DJF 14.192297182135109 +siconc northmid surface year 10.572423964130554 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.0036 siconc southmid surface JJA 11.9791450104875 siconc southmid surface SON 15.591885561948372 siconc southmid surface DJF 6.220492107147773 +siconc southmid surface year 8.959292579502248 siconc antarctic surface MAM 35.529549389030606 siconc antarctic surface JJA 22.516159395339816 siconc antarctic surface SON 21.959913437713325 siconc antarctic surface DJF 27.79668769149334 +siconc antarctic surface year 25.272578478359033 tas Atlantic_Basin surface MAM 1.7962698 tas Atlantic_Basin surface JJA 1.6666999 tas Atlantic_Basin surface SON 1.6620802 tas Atlantic_Basin surface DJF 2.5606654 +tas Atlantic_Basin surface year 1.8399969 tas Pacific_Basin surface MAM 0.87022805 tas Pacific_Basin surface JJA 1.011744 tas Pacific_Basin surface SON 0.916524 tas Pacific_Basin surface DJF 0.93070585 +tas Pacific_Basin surface year 0.8575043 tas Indian_Basin surface MAM 0.8934382 tas Indian_Basin surface JJA 0.7020782 tas Indian_Basin surface SON 0.81227124 tas Indian_Basin surface DJF 0.97535866 +tas Indian_Basin surface year 0.78142315 tas Arctic_Basin surface MAM 5.242115 tas Arctic_Basin surface JJA 1.3182108 tas Arctic_Basin surface SON 2.3661692 tas Arctic_Basin surface DJF 6.776712 +tas Arctic_Basin surface year 3.755994 tas Southern_Ocean_Basin surface MAM 2.9128327 tas Southern_Ocean_Basin surface JJA 1.9114324 tas Southern_Ocean_Basin surface SON 1.562576 tas Southern_Ocean_Basin surface DJF 1.9177274 +tas Southern_Ocean_Basin surface year 1.8214186 tas Mediterranean_Basin surface MAM 1.1607035 tas Mediterranean_Basin surface JJA 2.2875314 tas Mediterranean_Basin surface SON 1.7681177 tas Mediterranean_Basin surface DJF 1.4652684 +tas Mediterranean_Basin surface year 1.5105741 tas Asia surface MAM 3.3633027 tas Asia surface JJA 1.7637947 tas Asia surface SON 2.2812667 tas Asia surface DJF 2.805133 +tas Asia surface year 2.2722974 tas North_America surface MAM 1.9981664 tas North_America surface JJA 1.8398297 tas North_America surface SON 1.9368578 tas North_America surface DJF 3.099403 +tas North_America surface year 1.8504457 tas Europe surface MAM 2.0386531 tas Europe surface JJA 1.6555136 tas Europe surface SON 1.7957072 tas Europe surface DJF 3.391024 +tas Europe surface year 1.9615389 tas Africa surface MAM 1.6011429 tas Africa surface JJA 1.5068947 tas Africa surface SON 1.3456115 tas Africa surface DJF 1.3815185 +tas Africa surface year 1.2791691 tas South_America surface MAM 1.7370807 tas South_America surface JJA 1.6006145 tas South_America surface SON 1.9981108 tas South_America surface DJF 1.6955189 +tas South_America surface year 1.6777828 tas Oceania surface MAM 2.4933527 tas Oceania surface JJA 2.9741988 tas Oceania surface SON 1.7346025 tas Oceania surface DJF 1.5852966 +tas Oceania surface year 2.1265175 tas Australia surface MAM 0.82825124 tas Australia surface JJA 0.8379993 tas Australia surface SON 0.8064146 tas Australia surface DJF 0.6810163 +tas Australia surface year 0.6655481 tas Antarctica surface MAM 2.3507116 tas Antarctica surface JJA 4.9945126 tas Antarctica surface SON 4.940335 tas Antarctica surface DJF 2.876804 +tas Antarctica surface year 2.5632262 tas glob surface MAM 2.2133377 tas glob surface JJA 1.7716669 tas glob surface SON 1.8089696 tas glob surface DJF 2.3607972 +tas glob surface year 1.76773 tas arctic surface MAM 4.4310894 tas arctic surface JJA 1.5818526 tas arctic surface SON 2.482657 tas arctic surface DJF 6.0780187 +tas arctic surface year 3.4144573 tas northmid surface MAM 2.0066862 tas northmid surface JJA 1.9816335 tas northmid surface SON 1.7431777 tas northmid surface DJF 1.9978638 +tas northmid surface year 1.7001582 tas tropics surface MAM 1.031484 tas tropics surface JJA 0.99288946 tas tropics surface SON 1.001856 tas tropics surface DJF 0.9968818 +tas tropics surface year 0.92738354 tas innertropics surface MAM 0.7134585 tas innertropics surface JJA 0.6796638 tas innertropics surface SON 0.6570431 tas innertropics surface DJF 0.67740905 +tas innertropics surface year 0.5823692 tas nino34 surface MAM 0.31174928 tas nino34 surface JJA 0.39191207 tas nino34 surface SON 0.34540075 tas nino34 surface DJF 0.23056641 +tas nino34 surface year 0.22788772 tas southmid surface MAM 1.4682567 tas southmid surface JJA 0.94369763 tas southmid surface SON 0.88438195 tas southmid surface DJF 1.4887741 +tas southmid surface year 1.1276013 tas antarctic surface MAM 3.4105651 tas antarctic surface JJA 4.192911 tas antarctic surface SON 3.8225465 tas antarctic surface DJF 2.7327614 +tas antarctic surface year 2.556019 clt Atlantic_Basin surface MAM 12.241811 clt Atlantic_Basin surface JJA 12.609061 clt Atlantic_Basin surface SON 11.292756 clt Atlantic_Basin surface DJF 12.300881 +clt Atlantic_Basin surface year 11.26809 clt Pacific_Basin surface MAM 13.74672 clt Pacific_Basin surface JJA 12.396321 clt Pacific_Basin surface SON 13.05007 clt Pacific_Basin surface DJF 13.988011 +clt Pacific_Basin surface year 12.779549 clt Indian_Basin surface MAM 14.868145 clt Indian_Basin surface JJA 19.584127 clt Indian_Basin surface SON 17.796478 clt Indian_Basin surface DJF 15.175869 +clt Indian_Basin surface year 16.301651 clt Arctic_Basin surface MAM 30.286383 clt Arctic_Basin surface JJA 12.84725 clt Arctic_Basin surface SON 22.930908 clt Arctic_Basin surface DJF 31.658918 +clt Arctic_Basin surface year 24.390339 clt Southern_Ocean_Basin surface MAM 13.448409 clt Southern_Ocean_Basin surface JJA 14.230487 clt Southern_Ocean_Basin surface SON 11.683401 clt Southern_Ocean_Basin surface DJF 13.3404045 +clt Southern_Ocean_Basin surface year 11.60021 clt Mediterranean_Basin surface MAM 4.5213156 clt Mediterranean_Basin surface JJA 4.128982 clt Mediterranean_Basin surface SON 6.5315924 clt Mediterranean_Basin surface DJF 10.263953 +clt Mediterranean_Basin surface year 4.553329 clt Asia surface MAM 14.791096 clt Asia surface JJA 7.0264153 clt Asia surface SON 10.516355 clt Asia surface DJF 20.768337 +clt Asia surface year 11.838745 clt North_America surface MAM 17.356201 clt North_America surface JJA 9.475532 clt North_America surface SON 13.792336 clt North_America surface DJF 20.456745 +clt North_America surface year 14.734842 clt Europe surface MAM 7.918449 clt Europe surface JJA 5.3571644 clt Europe surface SON 6.586179 clt Europe surface DJF 12.584583 +clt Europe surface year 6.3116007 clt Africa surface MAM 13.067349 clt Africa surface JJA 10.736066 clt Africa surface SON 9.140643 clt Africa surface DJF 13.104702 +clt Africa surface year 9.530771 clt South_America surface MAM 8.643807 clt South_America surface JJA 8.855374 clt South_America surface SON 9.980596 clt South_America surface DJF 8.34963 +clt South_America surface year 8.086621 clt Oceania surface MAM 8.290748 clt Oceania surface JJA 6.886209 clt Oceania surface SON 7.2610474 clt Oceania surface DJF 9.766273 +clt Oceania surface year 7.566684 clt Australia surface MAM 5.743036 clt Australia surface JJA 13.870544 clt Australia surface SON 5.5978103 clt Australia surface DJF 6.4025197 +clt Australia surface year 6.2450223 clt Antarctica surface MAM 38.37458 clt Antarctica surface JJA 31.566513 clt Antarctica surface SON 26.827229 clt Antarctica surface DJF 24.736338 +clt Antarctica surface year 30.17114 clt glob surface MAM 16.83928 clt glob surface JJA 13.900358 clt glob surface SON 14.159901 clt glob surface DJF 16.703533 +clt glob surface year 14.508697 clt arctic surface MAM 26.075388 clt arctic surface JJA 11.175945 clt arctic surface SON 19.274277 clt arctic surface DJF 28.853935 +clt arctic surface year 21.075455 clt northmid surface MAM 8.159246 clt northmid surface JJA 6.621178 clt northmid surface SON 7.028497 clt northmid surface DJF 10.692767 +clt northmid surface year 7.0011635 clt tropics surface MAM 13.669119 clt tropics surface JJA 14.629756 clt tropics surface SON 13.586495 clt tropics surface DJF 14.19951 +clt tropics surface year 13.018348 clt innertropics surface MAM 14.284963 clt innertropics surface JJA 14.896194 clt innertropics surface SON 14.87933 clt innertropics surface DJF 15.05513 +clt innertropics surface year 13.724552 clt nino34 surface MAM 7.195687 clt nino34 surface JJA 4.2207947 clt nino34 surface SON 6.535541 clt nino34 surface DJF 6.9896545 +clt nino34 surface year 5.247924 clt southmid surface MAM 14.285434 clt southmid surface JJA 11.999657 clt southmid surface SON 13.722263 clt southmid surface DJF 14.507158 +clt southmid surface year 13.551494 clt antarctic surface MAM 26.938513 clt antarctic surface JJA 25.512838 clt antarctic surface SON 19.142212 clt antarctic surface DJF 18.730524 +clt antarctic surface year 20.769075 pr Atlantic_Basin surface MAM 7.4778804e-06 pr Atlantic_Basin surface JJA 9.6015165e-06 pr Atlantic_Basin surface SON 8.545158e-06 pr Atlantic_Basin surface DJF 8.409853e-06 +pr Atlantic_Basin surface year 7.2132016e-06 pr Pacific_Basin surface MAM 1.3354147e-05 pr Pacific_Basin surface JJA 1.4731662e-05 pr Pacific_Basin surface SON 1.2472867e-05 pr Pacific_Basin surface DJF 1.27449175e-05 +pr Pacific_Basin surface year 1.1473641e-05 pr Indian_Basin surface MAM 1.1019016e-05 pr Indian_Basin surface JJA 1.1709547e-05 pr Indian_Basin surface SON 1.03154025e-05 pr Indian_Basin surface DJF 1.1840583e-05 +pr Indian_Basin surface year 8.280165e-06 pr Arctic_Basin surface MAM 2.2508757e-06 pr Arctic_Basin surface JJA 2.7275194e-06 pr Arctic_Basin surface SON 2.6781554e-06 pr Arctic_Basin surface DJF 1.983219e-06 +pr Arctic_Basin surface year 2.1332976e-06 pr Southern_Ocean_Basin surface MAM 5.675863e-06 pr Southern_Ocean_Basin surface JJA 7.1910795e-06 pr Southern_Ocean_Basin surface SON 5.7796365e-06 pr Southern_Ocean_Basin surface DJF 3.374937e-06 +pr Southern_Ocean_Basin surface year 4.8616603e-06 pr Mediterranean_Basin surface MAM 5.53183e-06 pr Mediterranean_Basin surface JJA 4.9349787e-06 pr Mediterranean_Basin surface SON 9.504113e-06 pr Mediterranean_Basin surface DJF 8.370228e-06 +pr Mediterranean_Basin surface year 7.081432e-06 pr Asia surface MAM 7.16892e-06 pr Asia surface JJA 1.2834432e-05 pr Asia surface SON 5.6065264e-06 pr Asia surface DJF 5.2158457e-06 +pr Asia surface year 6.0879433e-06 pr North_America surface MAM 5.251666e-06 pr North_America surface JJA 1.0108536e-05 pr North_America surface SON 6.9011107e-06 pr North_America surface DJF 6.5918225e-06 +pr North_America surface year 5.6373397e-06 pr Europe surface MAM 3.745754e-06 pr Europe surface JJA 1.6348136e-05 pr Europe surface SON 5.7701322e-06 pr Europe surface DJF 6.375582e-06 +pr Europe surface year 6.7975457e-06 pr Africa surface MAM 8.256061e-06 pr Africa surface JJA 1.3475555e-05 pr Africa surface SON 1.0029637e-05 pr Africa surface DJF 9.632906e-06 +pr Africa surface year 9.404325e-06 pr South_America surface MAM 3.469131e-05 pr South_America surface JJA 2.29498e-05 pr South_America surface SON 2.7869744e-05 pr South_America surface DJF 3.6250043e-05 +pr South_America surface year 3.0090121e-05 pr Oceania surface MAM 1.069721e-05 pr Oceania surface JJA 9.74029e-06 pr Oceania surface SON 7.880184e-06 pr Oceania surface DJF 8.29267e-06 +pr Oceania surface year 7.0303427e-06 pr Australia surface MAM 4.1285202e-06 pr Australia surface JJA 3.6442107e-06 pr Australia surface SON 4.039482e-06 pr Australia surface DJF 1.0709289e-05 +pr Australia surface year 3.6591152e-06 pr Antarctica surface MAM 2.3535295e-06 pr Antarctica surface JJA 3.3716938e-06 pr Antarctica surface SON 2.6248474e-06 pr Antarctica surface DJF 1.5643042e-06 +pr Antarctica surface year 1.9977915e-06 pr glob surface MAM 8.182158e-06 pr glob surface JJA 1.0119939e-05 pr glob surface SON 8.060025e-06 pr glob surface DJF 7.826872e-06 +pr glob surface year 7.294017e-06 pr arctic surface MAM 2.8791303e-06 pr arctic surface JJA 4.662543e-06 pr arctic surface SON 4.069148e-06 pr arctic surface DJF 3.4411325e-06 +pr arctic surface year 3.287821e-06 pr northmid surface MAM 5.919302e-06 pr northmid surface JJA 9.594849e-06 pr northmid surface SON 5.871453e-06 pr northmid surface DJF 6.9377006e-06 +pr northmid surface year 5.4289167e-06 pr tropics surface MAM 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MAM 0.04209269 zos Southern_Ocean_Basin surface JJA 0.041803535 zos Southern_Ocean_Basin surface SON 0.042428028 zos Southern_Ocean_Basin surface DJF 0.038215328 +zos Southern_Ocean_Basin surface year 0.03899148 zos Mediterranean_Basin surface MAM 0.026729386 zos Mediterranean_Basin surface JJA 0.015405864 zos Mediterranean_Basin surface SON 0.038578495 zos Mediterranean_Basin surface DJF 0.026643096 +zos Mediterranean_Basin surface year 0.02001978 zos Asia surface MAM 0.011163055 zos Asia surface JJA 0.015646592 zos Asia surface SON 0.007956514 zos Asia surface DJF 0.017344713 +zos Asia surface year 0.013027719 zos North_America surface MAM 0.10769266 zos North_America surface JJA 0.0071295723 zos North_America surface SON 0.052005984 zos North_America surface DJF 0.00071885437 +zos North_America surface year 0.04188677 zos Europe surface MAM 0.03359635 zos Europe surface JJA 0.020119406 zos Europe surface SON 0.05151812 zos Europe surface DJF 0.03608372 +zos Europe surface year 0.025244696 zos Africa surface MAM nan zos Africa surface JJA nan zos Africa surface SON nan zos Africa surface DJF nan +zos Africa surface year nan zos South_America surface MAM nan zos South_America surface JJA nan zos South_America surface SON nan zos South_America surface DJF nan +zos South_America surface year nan zos Oceania surface MAM nan zos Oceania surface JJA nan zos Oceania surface SON nan zos Oceania surface DJF nan +zos Oceania surface year nan zos Australia surface MAM 0.043361314 zos Australia surface JJA 0.031038944 zos Australia surface SON 0.020078313 zos Australia surface DJF 0.018593045 +zos Australia surface year 0.028317902 zos Antarctica surface MAM 0.016713189 zos Antarctica surface JJA 0.016293015 zos Antarctica surface SON 0.02515467 zos Antarctica surface DJF 0.014950751 +zos Antarctica surface year 0.018252907 zos glob surface MAM 0.035804335 zos glob surface JJA 0.03437933 zos glob surface SON 0.03514218 zos glob surface DJF 0.033188548 +zos glob surface year 0.033221994 zos arctic surface MAM 0.022753641 zos arctic surface JJA 0.020077629 zos arctic surface SON 0.024960373 zos arctic surface DJF 0.02667404 +zos arctic surface year 0.02259046 zos northmid surface MAM 0.041151524 zos northmid surface JJA 0.042966865 zos northmid surface SON 0.044990648 zos northmid surface DJF 0.041095465 +zos northmid surface year 0.041774914 zos tropics surface MAM 0.027627124 zos tropics surface JJA 0.027846966 zos tropics surface SON 0.027159663 zos tropics surface DJF 0.024591528 +zos tropics surface year 0.025660384 zos innertropics surface MAM 0.0221925 zos innertropics surface JJA 0.022300804 zos innertropics surface SON 0.02122003 zos innertropics surface DJF 0.017745962 +zos innertropics surface year 0.019234564 zos nino34 surface MAM 0.028136065 zos nino34 surface JJA 0.018100897 zos nino34 surface SON 0.009703931 zos nino34 surface DJF 0.014192032 +zos nino34 surface year 0.01663411 zos southmid surface MAM 0.051938668 zos southmid surface JJA 0.047710422 zos southmid surface SON 0.048686396 zos southmid surface DJF 0.04854232 +zos southmid surface year 0.048899803 zos antarctic surface MAM 0.024303064 zos antarctic surface JJA 0.023621053 zos antarctic surface SON 0.024367329 zos antarctic surface DJF 0.020555355 +zos antarctic surface year 0.02135301 tos Atlantic_Basin surface MAM 0.27170238 tos Atlantic_Basin surface JJA 0.23712897 tos Atlantic_Basin surface SON 0.27695197 tos Atlantic_Basin surface DJF 0.25193453 +tos Atlantic_Basin surface year 0.21715662 tos Pacific_Basin surface MAM 0.20168148 tos Pacific_Basin surface JJA 0.2994776 tos Pacific_Basin surface SON 0.2720706 tos Pacific_Basin surface DJF 0.20417316 +tos Pacific_Basin surface year 0.19221495 tos Indian_Basin surface MAM 0.124232225 tos Indian_Basin surface JJA 0.14823051 tos Indian_Basin surface SON 0.16225983 tos Indian_Basin surface DJF 0.1439861 +tos Indian_Basin surface year 0.1016375 tos Arctic_Basin surface MAM 0.07103892 tos Arctic_Basin surface JJA 0.2753736 tos Arctic_Basin surface SON 0.26269943 tos Arctic_Basin surface DJF 0.08616213 +tos Arctic_Basin surface year 0.16382289 tos Southern_Ocean_Basin surface MAM 0.44274384 tos Southern_Ocean_Basin surface JJA 0.23607898 tos Southern_Ocean_Basin surface SON 0.20769584 tos Southern_Ocean_Basin surface DJF 0.56105334 +tos Southern_Ocean_Basin surface year 0.3257279 tos Mediterranean_Basin surface MAM 0.4986541 tos Mediterranean_Basin surface JJA 0.2800907 tos Mediterranean_Basin surface SON 0.75094247 tos Mediterranean_Basin surface DJF 0.16019888 +tos Mediterranean_Basin surface year 0.32831118 tos Asia surface MAM 0.24764034 tos Asia surface JJA 0.22411887 tos Asia surface SON 0.2448163 tos Asia surface DJF 0.18220067 +tos Asia surface year 0.07380493 tos North_America surface MAM 0.12209164 tos North_America surface JJA 0.48747227 tos North_America surface SON 0.61266935 tos North_America surface DJF 0.26809844 +tos North_America surface year 0.19911504 tos Europe surface MAM 0.5076936 tos Europe surface JJA 0.32760778 tos Europe surface SON 0.6993908 tos Europe surface DJF 0.32156965 +tos Europe surface year 0.32283416 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM nan tos South_America surface JJA nan tos South_America surface SON nan tos South_America surface DJF nan +tos South_America surface year nan tos Oceania surface MAM 0.1413821 tos Oceania surface JJA 0.14131504 tos Oceania surface SON 0.06844187 tos Oceania surface DJF 0.3394667 +tos Oceania surface year 0.17265147 tos Australia surface MAM 0.010142565 tos Australia surface JJA 0.095273316 tos Australia surface SON 0.14527762 tos Australia surface DJF 0.0917089 +tos Australia surface year 0.034674883 tos Antarctica surface MAM 0.67826945 tos Antarctica surface JJA 0.13604686 tos Antarctica surface SON 0.39129835 tos Antarctica surface DJF 0.58115005 +tos Antarctica surface year 0.4466912 tos glob surface MAM 0.26083317 tos glob surface JJA 0.25267437 tos glob surface SON 0.24474964 tos glob surface DJF 0.29329625 +tos glob surface year 0.22231294 tos arctic surface MAM 0.12467604 tos arctic surface JJA 0.2968413 tos arctic surface SON 0.27525172 tos arctic surface DJF 0.14403567 +tos arctic surface year 0.19401915 tos northmid surface MAM 0.33129007 tos northmid surface JJA 0.6017676 tos northmid surface SON 0.59962493 tos northmid surface DJF 0.26766208 +tos northmid surface year 0.34894562 tos tropics surface MAM 0.17780057 tos tropics surface JJA 0.1663962 tos tropics surface SON 0.17084032 tos tropics surface DJF 0.1958445 +tos tropics surface year 0.14532243 tos innertropics surface MAM 0.19699949 tos innertropics surface JJA 0.17724065 tos innertropics surface SON 0.2026942 tos innertropics surface DJF 0.22211625 +tos innertropics surface year 0.17696871 tos nino34 surface MAM 0.7243567 tos nino34 surface JJA 0.671653 tos nino34 surface SON 0.6962434 tos nino34 surface DJF 0.8333449 +tos nino34 surface year 0.73139954 tos southmid surface MAM 0.27817318 tos southmid surface JJA 0.19396423 tos southmid surface SON 0.16955297 tos southmid surface DJF 0.3414365 +tos southmid surface year 0.20209712 tos antarctic surface MAM 0.6413922 tos antarctic surface JJA 0.26095656 tos antarctic surface SON 0.24551184 tos antarctic surface DJF 0.8050242 +tos antarctic surface year 0.46357587 mlotst Atlantic_Basin surface MAM 43.1814 mlotst Atlantic_Basin surface JJA 14.188981 mlotst Atlantic_Basin surface SON 16.724098 mlotst Atlantic_Basin surface DJF 44.453556 +mlotst Atlantic_Basin surface year 28.21537 mlotst Pacific_Basin surface MAM 14.714532 mlotst Pacific_Basin surface JJA 11.826061 mlotst Pacific_Basin surface SON 13.882961 mlotst Pacific_Basin surface DJF 15.19657 +mlotst Pacific_Basin surface year 13.3797245 mlotst Indian_Basin surface MAM 11.647995 mlotst Indian_Basin surface JJA 17.833122 mlotst Indian_Basin surface SON 18.307068 mlotst Indian_Basin surface DJF 14.368588 +mlotst Indian_Basin surface year 15.119573 mlotst Arctic_Basin surface MAM 27.608227 mlotst Arctic_Basin surface JJA 52.017128 mlotst Arctic_Basin surface SON 25.981945 mlotst Arctic_Basin surface DJF 23.264011 +mlotst Arctic_Basin surface year 31.604225 mlotst Southern_Ocean_Basin surface MAM 14.519573 mlotst Southern_Ocean_Basin surface JJA 37.344643 mlotst Southern_Ocean_Basin surface SON 34.143154 mlotst Southern_Ocean_Basin surface DJF 10.4517355 +mlotst Southern_Ocean_Basin surface year 21.177017 mlotst Mediterranean_Basin surface MAM 82.260056 mlotst Mediterranean_Basin surface JJA 8.417472 mlotst Mediterranean_Basin surface SON 9.823893 mlotst Mediterranean_Basin surface DJF 89.587036 +mlotst Mediterranean_Basin surface year 45.542526 mlotst Asia surface MAM 44.28135 mlotst Asia surface JJA 20.585981 mlotst Asia surface SON 34.86156 mlotst Asia surface DJF 67.97029 +mlotst Asia surface year 41.924797 mlotst North_America surface MAM 55.816917 mlotst North_America surface JJA 43.87666 mlotst North_America surface SON 33.32743 mlotst North_America surface DJF 51.983517 +mlotst North_America surface year 46.251137 mlotst Europe surface MAM 75.012566 mlotst Europe surface JJA 18.707533 mlotst Europe surface SON 31.075356 mlotst Europe surface DJF 109.36008 +mlotst Europe surface year 58.538883 mlotst Africa surface MAM 27.51332 mlotst Africa surface JJA 31.609898 mlotst Africa surface SON 33.53428 mlotst Africa surface DJF 36.924038 +mlotst Africa surface year 32.395386 mlotst South_America surface MAM nan mlotst South_America surface JJA nan mlotst South_America surface SON nan mlotst South_America surface DJF nan +mlotst South_America surface year nan mlotst Oceania surface MAM 31.495636 mlotst Oceania surface JJA 68.0956 mlotst Oceania surface SON 53.592815 mlotst Oceania surface DJF 25.85052 +mlotst Oceania surface year 44.75864 mlotst Australia surface MAM 48.330505 mlotst Australia surface JJA 48.483963 mlotst Australia surface SON 47.52194 mlotst Australia surface DJF 45.19387 +mlotst Australia surface year 47.38257 mlotst Antarctica surface MAM 67.473885 mlotst Antarctica surface JJA 175.05647 mlotst Antarctica surface SON 196.67957 mlotst Antarctica surface DJF 26.642645 +mlotst Antarctica surface year 115.70114 mlotst glob surface MAM 21.329597 mlotst glob surface JJA 24.701658 mlotst glob surface SON 22.09476 mlotst glob surface DJF 20.371202 +mlotst glob surface year 20.755442 mlotst arctic surface MAM 42.345078 mlotst arctic surface JJA 45.977253 mlotst arctic surface SON 25.06419 mlotst arctic surface DJF 37.38021 +mlotst arctic surface year 36.791542 mlotst northmid surface MAM 38.37807 mlotst northmid surface JJA 8.238935 mlotst northmid surface SON 10.638035 mlotst northmid surface DJF 42.169968 +mlotst northmid surface year 22.820747 mlotst tropics surface MAM 14.144525 mlotst tropics surface JJA 13.165171 mlotst tropics surface SON 15.592481 mlotst tropics surface DJF 15.055886 +mlotst tropics surface year 14.325876 mlotst innertropics surface MAM 12.913269 mlotst innertropics surface JJA 10.533149 mlotst innertropics surface SON 13.391781 mlotst innertropics surface DJF 12.657349 +mlotst innertropics surface year 12.235074 mlotst nino34 surface MAM 12.316778 mlotst nino34 surface JJA 8.716313 mlotst nino34 surface SON 11.126315 mlotst nino34 surface DJF 9.622453 +mlotst nino34 surface year 10.281226 mlotst southmid surface MAM 13.307242 mlotst southmid surface JJA 34.382725 mlotst southmid surface SON 29.604698 mlotst southmid surface DJF 9.847418 +mlotst southmid surface year 19.166243 mlotst antarctic surface MAM 11.463236 mlotst antarctic surface JJA 32.270927 mlotst antarctic surface SON 38.22198 mlotst antarctic surface DJF 11.566702 +mlotst antarctic surface year 20.147215 thetao Atlantic_Basin 10m MAM 1.1898232 thetao Atlantic_Basin 10m JJA 1.6019903 thetao Atlantic_Basin 10m SON 1.3721576 thetao Atlantic_Basin 10m DJF 1.2146993 +thetao Atlantic_Basin 10m year 1.2667786 thetao Atlantic_Basin 100m MAM 1.281592 thetao Atlantic_Basin 100m JJA 1.2680993 thetao Atlantic_Basin 100m SON 1.2769576 thetao Atlantic_Basin 100m DJF 1.2216377 +thetao Atlantic_Basin 100m year 1.2369857 thetao Atlantic_Basin 1000m MAM 2.3405912 thetao Atlantic_Basin 1000m JJA 2.3486996 thetao Atlantic_Basin 1000m SON 2.3485632 thetao Atlantic_Basin 1000m DJF 2.3292947 +thetao Atlantic_Basin 1000m year 2.3417747 thetao Pacific_Basin 10m MAM 0.94471335 thetao Pacific_Basin 10m JJA 1.0315337 thetao Pacific_Basin 10m SON 0.9613623 thetao Pacific_Basin 10m DJF 0.93136525 +thetao Pacific_Basin 10m year 0.9171038 thetao Pacific_Basin 100m MAM 1.4260241 thetao Pacific_Basin 100m JJA 1.4752913 thetao Pacific_Basin 100m SON 1.4603695 thetao Pacific_Basin 100m DJF 1.4549892 +thetao Pacific_Basin 100m year 1.4347864 thetao Pacific_Basin 1000m MAM 0.43229792 thetao Pacific_Basin 1000m JJA 0.4361299 thetao Pacific_Basin 1000m SON 0.43479624 thetao Pacific_Basin 1000m DJF 0.43997985 +thetao Pacific_Basin 1000m year 0.43448833 thetao Indian_Basin 10m MAM 0.91412306 thetao Indian_Basin 10m JJA 0.75152797 thetao Indian_Basin 10m SON 0.8461332 thetao Indian_Basin 10m DJF 0.93213964 +thetao Indian_Basin 10m year 0.80344343 thetao Indian_Basin 100m MAM 1.1666856 thetao Indian_Basin 100m JJA 1.0709044 thetao Indian_Basin 100m SON 1.0820937 thetao Indian_Basin 100m DJF 1.1213301 +thetao Indian_Basin 100m year 1.0669712 thetao Indian_Basin 1000m MAM 0.5641008 thetao Indian_Basin 1000m JJA 0.5593824 thetao Indian_Basin 1000m SON 0.5591477 thetao Indian_Basin 1000m DJF 0.57560515 +thetao Indian_Basin 1000m year 0.5626002 thetao Arctic_Basin 10m MAM 0.4818415 thetao Arctic_Basin 10m JJA 0.5530791 thetao Arctic_Basin 10m SON 0.5344214 thetao Arctic_Basin 10m DJF 0.537201 +thetao Arctic_Basin 10m year 0.4866012 thetao Arctic_Basin 100m MAM 0.31291386 thetao Arctic_Basin 100m JJA 0.3809267 thetao Arctic_Basin 100m SON 0.41747943 thetao Arctic_Basin 100m DJF 0.3697466 +thetao Arctic_Basin 100m year 0.36313444 thetao Arctic_Basin 1000m MAM 0.09485945 thetao Arctic_Basin 1000m JJA 0.10986149 thetao Arctic_Basin 1000m SON 0.09849339 thetao Arctic_Basin 1000m DJF 0.089583084 +thetao Arctic_Basin 1000m year 0.09750867 thetao Southern_Ocean_Basin 10m MAM 1.8777121 thetao Southern_Ocean_Basin 10m JJA 0.8124344 thetao Southern_Ocean_Basin 10m SON 0.71991503 thetao Southern_Ocean_Basin 10m DJF 1.884052 +thetao Southern_Ocean_Basin 10m year 1.1878033 thetao Southern_Ocean_Basin 100m MAM 0.9715295 thetao Southern_Ocean_Basin 100m JJA 1.165497 thetao Southern_Ocean_Basin 100m SON 1.1166917 thetao Southern_Ocean_Basin 100m DJF 1.0167031 +thetao Southern_Ocean_Basin 100m year 1.0376778 thetao Southern_Ocean_Basin 1000m MAM 0.58502907 thetao Southern_Ocean_Basin 1000m JJA 0.58739233 thetao Southern_Ocean_Basin 1000m SON 0.5874945 thetao Southern_Ocean_Basin 1000m DJF 0.58555555 +thetao Southern_Ocean_Basin 1000m year 0.58543164 thetao Mediterranean_Basin 10m MAM 1.1685666 thetao Mediterranean_Basin 10m JJA 2.9368763 thetao Mediterranean_Basin 10m SON 1.7794465 thetao Mediterranean_Basin 10m DJF 0.586932 +thetao Mediterranean_Basin 10m year 1.6087443 thetao Mediterranean_Basin 100m MAM 0.6165884 thetao Mediterranean_Basin 100m JJA 0.7336837 thetao Mediterranean_Basin 100m SON 0.6842264 thetao Mediterranean_Basin 100m DJF 0.60405445 +thetao Mediterranean_Basin 100m year 0.63741213 thetao Mediterranean_Basin 1000m MAM 0.956356 thetao Mediterranean_Basin 1000m JJA 0.9642518 thetao Mediterranean_Basin 1000m SON 0.96418273 thetao Mediterranean_Basin 1000m DJF 0.96149224 +thetao Mediterranean_Basin 1000m year 0.96156883 thetao Asia 10m MAM 1.2055563 thetao Asia 10m JJA 1.1863596 thetao Asia 10m SON 1.0577093 thetao Asia 10m DJF 0.9734158 +thetao Asia 10m year 1.0509444 thetao Asia 100m MAM 1.2140958 thetao Asia 100m JJA 2.3454962 thetao Asia 100m SON 2.7451751 thetao Asia 100m DJF 1.0791992 +thetao Asia 100m year 1.7244911 thetao Asia 1000m MAM 0.01842022 thetao Asia 1000m JJA 0.026812792 thetao Asia 1000m SON 0.13699889 thetao Asia 1000m DJF 0.058120012 +thetao Asia 1000m year 0.06009555 thetao North_America 10m MAM 1.2233508 thetao North_America 10m JJA 1.599694 thetao North_America 10m SON 0.90458256 thetao North_America 10m DJF 1.3271639 +thetao North_America 10m year 1.1293609 thetao North_America 100m MAM 0.35655105 thetao North_America 100m JJA 0.24684803 thetao North_America 100m SON 0.5026659 thetao North_America 100m DJF 0.29253188 +thetao North_America 100m year 0.3496494 thetao North_America 1000m MAM 4.0142584 thetao North_America 1000m JJA 3.9901857 thetao North_America 1000m SON 3.91265 thetao North_America 1000m DJF 3.9551268 +thetao North_America 1000m year 3.9680634 thetao Europe 10m MAM 1.6788973 thetao Europe 10m JJA 2.6128726 thetao Europe 10m SON 1.6964384 thetao Europe 10m DJF 1.4612238 +thetao Europe 10m year 1.8623543 thetao Europe 100m MAM 1.0745573 thetao Europe 100m JJA 0.86530477 thetao Europe 100m SON 0.94807184 thetao Europe 100m DJF 1.5151595 +thetao Europe 100m year 1.1007769 thetao Europe 1000m MAM 0.34264946 thetao Europe 1000m JJA 0.34421253 thetao Europe 1000m SON 0.36467838 thetao Europe 1000m DJF 0.35532475 +thetao Europe 1000m year 0.35170078 thetao Africa 10m MAM 3.8568 thetao Africa 10m JJA 0.02762413 thetao Africa 10m SON 0.07030487 thetao Africa 10m DJF 1.7145042 +thetao Africa 10m year 1.4034996 thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM nan thetao South_America 10m JJA nan thetao South_America 10m SON nan thetao South_America 10m DJF nan +thetao South_America 10m year nan thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM 1.8451557 thetao Oceania 10m JJA 2.1586075 thetao Oceania 10m SON 2.4614449 thetao Oceania 10m DJF 2.2329254 +thetao Oceania 10m year 2.1745338 thetao Oceania 100m MAM 1.2568645 thetao Oceania 100m JJA 1.5395031 thetao Oceania 100m SON 1.4849014 thetao Oceania 100m DJF 1.343874 +thetao Oceania 100m year 1.4062862 thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 0.5065708 thetao Australia 10m JJA 0.14456844 thetao Australia 10m SON 0.08844566 thetao Australia 10m DJF 0.38208008 +thetao Australia 10m year 0.02714634 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 1.7752194 thetao Antarctica 10m JJA 0.009029269 thetao Antarctica 10m SON 0.2245282 thetao Antarctica 10m DJF 2.0139687 +thetao Antarctica 10m year 1.0011718 thetao Antarctica 100m MAM 1.0420246 thetao Antarctica 100m JJA 1.8179313 thetao Antarctica 100m SON 1.4141226 thetao Antarctica 100m DJF 0.80505484 +thetao Antarctica 100m year 1.269768 thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 1.2018598 thetao glob 10m JJA 1.0011197 thetao glob 10m SON 0.9127103 thetao glob 10m DJF 1.2084693 +thetao glob 10m year 1.0022194 thetao glob 100m MAM 1.127733 thetao glob 100m JJA 1.1960694 thetao glob 100m SON 1.1835492 thetao glob 100m DJF 1.1413214 +thetao glob 100m year 1.1374384 thetao glob 1000m MAM 0.780341 thetao glob 1000m JJA 0.7843753 thetao glob 1000m SON 0.7830013 thetao glob 1000m DJF 0.7821595 +thetao glob 1000m year 0.7814651 thetao arctic 10m MAM 0.7190585 thetao arctic 10m JJA 0.87076074 thetao arctic 10m SON 0.7514805 thetao arctic 10m DJF 0.7370162 +thetao arctic 10m year 0.7322083 thetao arctic 100m MAM 0.57136375 thetao arctic 100m JJA 0.5372848 thetao arctic 100m SON 0.5585437 thetao arctic 100m DJF 0.50328076 +thetao arctic 100m year 0.5337409 thetao arctic 1000m MAM 0.41726553 thetao arctic 1000m JJA 0.4349653 thetao arctic 1000m SON 0.4277368 thetao arctic 1000m DJF 0.41457513 +thetao arctic 1000m year 0.4230307 thetao northmid 10m MAM 1.4834269 thetao northmid 10m JJA 1.9447209 thetao northmid 10m SON 1.5830485 thetao northmid 10m DJF 1.3814843 +thetao northmid 10m year 1.4883862 thetao northmid 100m MAM 1.4508679 thetao northmid 100m JJA 1.5991291 thetao northmid 100m SON 1.7446083 thetao northmid 100m DJF 1.5136657 +thetao northmid 100m year 1.563598 thetao northmid 1000m MAM 1.0574028 thetao northmid 1000m JJA 1.0648745 thetao northmid 1000m SON 1.06134 thetao northmid 1000m DJF 1.0561633 +thetao northmid 1000m year 1.0599085 thetao tropics 10m MAM 0.85494095 thetao tropics 10m JJA 0.9021115 thetao tropics 10m SON 0.87998366 thetao tropics 10m DJF 0.85108197 +thetao tropics 10m year 0.825859 thetao tropics 100m MAM 1.3452021 thetao tropics 100m JJA 1.3840789 thetao tropics 100m SON 1.3457783 thetao tropics 100m DJF 1.3713264 +thetao tropics 100m year 1.3300756 thetao tropics 1000m MAM 0.9321266 thetao tropics 1000m JJA 0.9332544 thetao tropics 1000m SON 0.9340741 thetao tropics 1000m DJF 0.9377045 +thetao tropics 1000m year 0.93291545 thetao innertropics 10m MAM 0.6294426 thetao innertropics 10m JJA 0.6172133 thetao innertropics 10m SON 0.58881646 thetao innertropics 10m DJF 0.588478 +thetao innertropics 10m year 0.539738 thetao innertropics 100m MAM 1.6496842 thetao innertropics 100m JJA 1.744609 thetao innertropics 100m SON 1.6060407 thetao innertropics 100m DJF 1.6447746 +thetao innertropics 100m year 1.6179556 thetao innertropics 1000m MAM 0.8952771 thetao innertropics 1000m JJA 0.8956444 thetao innertropics 1000m SON 0.89848983 thetao innertropics 1000m DJF 0.90198773 +thetao innertropics 1000m year 0.89596635 thetao nino34 10m MAM 0.3767901 thetao nino34 10m JJA 0.346511 thetao nino34 10m SON 0.30479088 thetao nino34 10m DJF 0.45525652 +thetao nino34 10m year 0.2550005 thetao nino34 100m MAM 1.3633798 thetao nino34 100m JJA 1.365221 thetao nino34 100m SON 0.9404457 thetao nino34 100m DJF 0.9184059 +thetao nino34 100m year 1.0411183 thetao nino34 1000m MAM 0.073604316 thetao nino34 1000m JJA 0.089228585 thetao nino34 1000m SON 0.078760184 thetao nino34 1000m DJF 0.09148271 +thetao nino34 1000m year 0.07954964 thetao southmid 10m MAM 1.4701402 thetao southmid 10m JJA 0.9421121 thetao southmid 10m SON 0.88284457 thetao southmid 10m DJF 1.4722347 +thetao southmid 10m year 1.0940022 thetao southmid 100m MAM 1.0517306 thetao southmid 100m JJA 1.0716214 thetao southmid 100m SON 1.024091 thetao southmid 100m DJF 1.0356327 +thetao southmid 100m year 1.0181894 thetao southmid 1000m MAM 0.7339179 thetao southmid 1000m JJA 0.7366394 thetao southmid 1000m SON 0.7283003 thetao southmid 1000m DJF 0.7290435 +thetao southmid 1000m year 0.73097533 thetao antarctic 10m MAM 2.0622196 thetao antarctic 10m JJA 0.4838768 thetao antarctic 10m SON 0.4373412 thetao antarctic 10m DJF 2.1901948 +thetao antarctic 10m year 1.117762 thetao antarctic 100m MAM 0.8797382 thetao antarctic 100m JJA 1.1756661 thetao antarctic 100m SON 1.095165 thetao antarctic 100m DJF 0.93397814 +thetao antarctic 100m year 0.99305004 thetao antarctic 1000m MAM 0.2999556 thetao antarctic 1000m JJA 0.30336758 thetao antarctic 1000m SON 0.32086462 thetao antarctic 1000m DJF 0.31315824 +thetao antarctic 1000m year 0.30841017 so Atlantic_Basin 10m MAM 1.3154474 so Atlantic_Basin 10m JJA 1.4017509 so Atlantic_Basin 10m SON 1.3904489 so Atlantic_Basin 10m DJF 1.3230361 +so Atlantic_Basin 10m year 1.3455682 so Atlantic_Basin 100m MAM 0.82718205 so Atlantic_Basin 100m JJA 0.81500024 so Atlantic_Basin 100m SON 0.813059 so Atlantic_Basin 100m DJF 0.8278624 +so Atlantic_Basin 100m year 0.8193886 so Atlantic_Basin 1000m MAM 0.46367177 so Atlantic_Basin 1000m JJA 0.4628135 so Atlantic_Basin 1000m SON 0.46266258 so Atlantic_Basin 1000m DJF 0.4624667 +so Atlantic_Basin 1000m year 0.46289024 so Pacific_Basin 10m MAM 0.90113086 so Pacific_Basin 10m JJA 0.91750073 so Pacific_Basin 10m SON 0.9188458 so Pacific_Basin 10m DJF 0.9124939 +so Pacific_Basin 10m year 0.9089662 so Pacific_Basin 100m MAM 0.8250194 so Pacific_Basin 100m JJA 0.8162632 so Pacific_Basin 100m SON 0.81133044 so Pacific_Basin 100m DJF 0.80632156 +so Pacific_Basin 100m year 0.81405747 so Pacific_Basin 1000m MAM 0.20020065 so Pacific_Basin 1000m JJA 0.20000722 so Pacific_Basin 1000m SON 0.20011923 so Pacific_Basin 1000m DJF 0.20018828 +so Pacific_Basin 1000m year 0.2001288 so Indian_Basin 10m MAM 0.9410488 so Indian_Basin 10m JJA 0.92810434 so Indian_Basin 10m SON 0.9386578 so Indian_Basin 10m DJF 0.9581666 +so Indian_Basin 10m year 0.9376892 so Indian_Basin 100m MAM 0.89846826 so Indian_Basin 100m JJA 0.88025963 so Indian_Basin 100m SON 0.87334436 so Indian_Basin 100m DJF 0.8855602 +so Indian_Basin 100m year 0.8833074 so Indian_Basin 1000m MAM 0.14222902 so Indian_Basin 1000m JJA 0.14432009 so Indian_Basin 1000m SON 0.14450413 so Indian_Basin 1000m DJF 0.14400959 +so Indian_Basin 1000m year 0.1436261 so Arctic_Basin 10m MAM 1.3667984 so Arctic_Basin 10m JJA 1.4202499 so Arctic_Basin 10m SON 1.2363243 so Arctic_Basin 10m DJF 1.3499762 +so Arctic_Basin 10m year 1.2783583 so Arctic_Basin 100m MAM 0.62635374 so Arctic_Basin 100m JJA 0.63788533 so Arctic_Basin 100m SON 0.68798906 so Arctic_Basin 100m DJF 0.62779766 +so Arctic_Basin 100m year 0.64337796 so Arctic_Basin 1000m MAM 0.11294765 so Arctic_Basin 1000m JJA 0.11856887 so Arctic_Basin 1000m SON 0.11909151 so Arctic_Basin 1000m DJF 0.10931316 +so Arctic_Basin 1000m year 0.11498023 so Southern_Ocean_Basin 10m MAM 0.6334615 so Southern_Ocean_Basin 10m JJA 0.5959909 so Southern_Ocean_Basin 10m SON 0.5863918 so Southern_Ocean_Basin 10m DJF 0.6381955 +so Southern_Ocean_Basin 10m year 0.6030865 so Southern_Ocean_Basin 100m MAM 0.5222179 so Southern_Ocean_Basin 100m JJA 0.5440734 so Southern_Ocean_Basin 100m SON 0.5573264 so Southern_Ocean_Basin 100m DJF 0.54037356 +so Southern_Ocean_Basin 100m year 0.54031134 so Southern_Ocean_Basin 1000m MAM 0.124267474 so Southern_Ocean_Basin 1000m JJA 0.12463127 so Southern_Ocean_Basin 1000m SON 0.124723025 so Southern_Ocean_Basin 1000m DJF 0.12577182 +so Southern_Ocean_Basin 1000m year 0.12480056 so Mediterranean_Basin 10m MAM 9.113636 so Mediterranean_Basin 10m JJA 9.021847 so Mediterranean_Basin 10m SON 9.040319 so Mediterranean_Basin 10m DJF 9.158453 +so Mediterranean_Basin 10m year 9.083564 so Mediterranean_Basin 100m MAM 9.413336 so Mediterranean_Basin 100m JJA 9.426018 so Mediterranean_Basin 100m SON 9.41657 so Mediterranean_Basin 100m DJF 9.447884 +so Mediterranean_Basin 100m year 9.425952 so Mediterranean_Basin 1000m MAM 9.510759 so Mediterranean_Basin 1000m JJA 9.502824 so Mediterranean_Basin 1000m SON 9.513951 so Mediterranean_Basin 1000m DJF 9.514224 +so Mediterranean_Basin 1000m year 9.51044 so Asia 10m MAM 0.58143914 so Asia 10m JJA 0.80134666 so Asia 10m SON 0.7560289 so Asia 10m DJF 0.64845467 +so Asia 10m year 0.6921039 so Asia 100m MAM 0.58097583 so Asia 100m JJA 0.5933965 so Asia 100m SON 0.59471387 so Asia 100m DJF 0.5322304 +so Asia 100m year 0.5753314 so Asia 1000m MAM 0.20486832 so Asia 1000m JJA 0.21152496 so Asia 1000m SON 0.222126 so Asia 1000m DJF 0.21337128 +so Asia 1000m year 0.21297073 so North_America 10m MAM 2.8510265 so North_America 10m JJA 2.7115698 so North_America 10m SON 2.848999 so North_America 10m DJF 2.9652963 +so North_America 10m year 2.8205822 so North_America 100m MAM 0.34492493 so North_America 100m JJA 0.30137888 so North_America 100m SON 0.30057907 so North_America 100m DJF 0.38056818 +so North_America 100m year 0.33186087 so North_America 1000m MAM 0.7128029 so North_America 1000m JJA 0.70780945 so North_America 1000m SON 0.71061325 so North_America 1000m DJF 0.71439743 +so North_America 1000m year 0.7114067 so Europe 10m MAM 6.8087726 so Europe 10m JJA 6.9641247 so Europe 10m SON 6.8087907 so Europe 10m DJF 7.030349 +so Europe 10m year 6.7758737 so Europe 100m MAM 6.8165503 so Europe 100m JJA 6.8080034 so Europe 100m SON 6.7860565 so Europe 100m DJF 6.846446 +so Europe 100m year 6.8142633 so Europe 1000m MAM 9.626247 so Europe 1000m JJA 9.623291 so Europe 1000m SON 9.639198 so Europe 1000m DJF 9.637154 +so Europe 1000m year 9.631474 so Africa 10m MAM 0.08998871 so Africa 10m JJA 0.34866333 so Africa 10m SON 0.98286057 so Africa 10m DJF 0.6247444 +so Africa 10m year 0.51156235 so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM nan so South_America 10m JJA nan so South_America 10m SON nan so South_America 10m DJF nan +so South_America 10m year nan so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM 0.80846405 so Oceania 10m JJA 0.881752 so Oceania 10m SON 1.0035934 so Oceania 10m DJF 0.8689728 +so Oceania 10m year 0.8906975 so Oceania 100m MAM 1.2989388 so Oceania 100m JJA 1.1493721 so Oceania 100m SON 1.1957741 so Oceania 100m DJF 1.2068596 +so Oceania 100m year 1.2127342 so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 2.775837 so Australia 10m JJA 2.7419395 so Australia 10m SON 2.7389832 so Australia 10m DJF 2.704342 +so Australia 10m year 2.7402763 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 1.7688446 so Antarctica 10m JJA 1.3974762 so Antarctica 10m SON 0.9990158 so Antarctica 10m DJF 1.1956596 +so Antarctica 10m year 1.3402519 so Antarctica 100m MAM 0.047130585 so Antarctica 100m JJA 0.058872223 so Antarctica 100m SON 0.10998535 so Antarctica 100m DJF 0.10070419 +so Antarctica 100m year 0.07917023 so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.9923818 so glob 10m JJA 1.0074276 so glob 10m SON 0.9829863 so glob 10m DJF 0.99901026 +so glob 10m year 0.9814319 so glob 100m MAM 0.7504489 so glob 100m JJA 0.7512584 so glob 100m SON 0.75742805 so glob 100m DJF 0.7487467 +so glob 100m year 0.7510265 so glob 1000m MAM 0.22640257 so glob 1000m JJA 0.22696619 so glob 1000m SON 0.22707142 so glob 1000m DJF 0.22655444 +so glob 1000m year 0.22671685 so arctic 10m MAM 1.5715283 so arctic 10m JJA 1.6434517 so arctic 10m SON 1.5024217 so arctic 10m DJF 1.5689461 +so arctic 10m year 1.5158836 so arctic 100m MAM 0.7299242 so arctic 100m JJA 0.72874457 so arctic 100m SON 0.7687336 so arctic 100m DJF 0.73327404 +so arctic 100m year 0.73861444 so arctic 1000m MAM 0.14532217 so arctic 1000m JJA 0.15056254 so arctic 1000m SON 0.15131521 so arctic 1000m DJF 0.14193468 +so arctic 1000m year 0.14728358 so northmid 10m MAM 1.1452777 so northmid 10m JJA 1.1654952 so northmid 10m SON 1.1366154 so northmid 10m DJF 1.1346148 +so northmid 10m year 1.1384877 so northmid 100m MAM 0.645783 so northmid 100m JJA 0.6470169 so northmid 100m SON 0.65537506 so northmid 100m DJF 0.6457012 +so northmid 100m year 0.6458548 so northmid 1000m MAM 0.4572778 so northmid 1000m JJA 0.45758635 so northmid 1000m SON 0.45742568 so northmid 1000m DJF 0.4556785 +so northmid 1000m year 0.45697802 so tropics 10m MAM 0.85116065 so tropics 10m JJA 0.88781667 so tropics 10m SON 0.8922803 so tropics 10m DJF 0.87164885 +so tropics 10m year 0.86930645 so tropics 100m MAM 0.82676375 so tropics 100m JJA 0.81124175 so tropics 100m SON 0.7995693 so tropics 100m DJF 0.8068382 +so tropics 100m year 0.81043565 so tropics 1000m MAM 0.27271247 so tropics 1000m JJA 0.2729372 so tropics 1000m SON 0.27296233 so tropics 1000m DJF 0.2730214 +so tropics 1000m year 0.2728727 so innertropics 10m MAM 0.83905965 so innertropics 10m JJA 0.8873047 so innertropics 10m SON 0.8834631 so innertropics 10m DJF 0.8675812 +so innertropics 10m year 0.8599882 so innertropics 100m MAM 0.79489934 so innertropics 100m JJA 0.7885987 so innertropics 100m SON 0.7692789 so innertropics 100m DJF 0.77098924 +so innertropics 100m year 0.780285 so innertropics 1000m MAM 0.28616983 so innertropics 1000m JJA 0.28651774 so innertropics 1000m SON 0.28623176 so innertropics 1000m DJF 0.2859744 +so innertropics 1000m year 0.2862128 so nino34 10m MAM 0.9421867 so nino34 10m JJA 0.94478047 so nino34 10m SON 0.8587317 so nino34 10m DJF 1.01121 +so nino34 10m year 0.9392273 so nino34 100m MAM 0.86025804 so nino34 100m JJA 0.8516144 so nino34 100m SON 0.83432794 so nino34 100m DJF 0.8099608 +so nino34 100m year 0.8390401 so nino34 1000m MAM 0.23197177 so nino34 1000m JJA 0.23546012 so nino34 1000m SON 0.23383982 so nino34 1000m DJF 0.23113826 +so nino34 1000m year 0.23310226 so southmid 10m MAM 1.0178486 so southmid 10m JJA 0.9810235 so southmid 10m SON 0.97274905 so southmid 10m DJF 1.0069768 +so southmid 10m year 0.9942435 so southmid 100m MAM 0.8364461 so southmid 100m JJA 0.8541666 so southmid 100m SON 0.8835829 so southmid 100m DJF 0.8616347 +so southmid 100m year 0.8588204 so southmid 1000m MAM 0.13613448 so southmid 1000m JJA 0.13591932 so southmid 1000m SON 0.13523015 so southmid 1000m DJF 0.13681237 +so southmid 1000m year 0.13596453 so antarctic 10m MAM 0.32007307 so antarctic 10m JJA 0.2720523 so antarctic 10m SON 0.25113934 so antarctic 10m DJF 0.33789286 +so antarctic 10m year 0.2658431 so antarctic 100m MAM 0.28287488 so antarctic 100m JJA 0.30464467 so antarctic 100m SON 0.2799775 so antarctic 100m DJF 0.27203742 +so antarctic 100m year 0.2833768 so antarctic 1000m MAM 0.10229609 so antarctic 1000m JJA 0.10259614 so antarctic 1000m SON 0.10391777 so antarctic 1000m DJF 0.10509503 +so antarctic 1000m year 0.10347629 diff --git a/eval/ERA5/FIO-ESM-2-0.csv b/eval/ERA5/FIO-ESM-2-0.csv index ffa0f2d..7bdc465 100644 --- a/eval/ERA5/FIO-ESM-2-0.csv +++ b/eval/ERA5/FIO-ESM-2-0.csv @@ -3,1319 +3,1649 @@ siconc Atlantic_Basin surface MAM 9.370563182394584 siconc Atlantic_Basin surface JJA 10.10022293417957 siconc Atlantic_Basin surface SON 13.648994472507892 siconc Atlantic_Basin surface DJF 10.467283023674323 +siconc Atlantic_Basin surface year 8.563722323642118 siconc Pacific_Basin surface MAM 10.745954259882168 siconc Pacific_Basin surface JJA 2.722690177611911 siconc Pacific_Basin surface SON 6.291762684440571 siconc Pacific_Basin surface DJF 11.838584892481956 +siconc Pacific_Basin surface year 9.614352848290588 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 2.3501584370604287 siconc Arctic_Basin surface JJA 17.586760405964846 siconc Arctic_Basin surface SON 24.405003875533808 siconc Arctic_Basin surface DJF 3.451831404949551 +siconc Arctic_Basin surface year 10.33101418490207 siconc Southern_Ocean_Basin surface MAM 12.697640728690736 siconc Southern_Ocean_Basin surface JJA 9.27537135655696 siconc Southern_Ocean_Basin surface SON 9.834314958735343 siconc Southern_Ocean_Basin surface DJF 10.82632731739539 +siconc Southern_Ocean_Basin surface year 8.92311776818005 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 30.09184305826823 siconc Asia surface JJA 23.142682723999023 siconc Asia surface SON 20.46835662841797 siconc Asia surface DJF 41.91031158447266 +siconc Asia surface year 31.131028442382814 siconc North_America surface MAM nan siconc North_America surface JJA nan siconc North_America surface SON nan siconc North_America surface DJF nan +siconc North_America surface year nan siconc Europe surface MAM 2.37 siconc Europe surface JJA nan siconc Europe surface SON 1.32 siconc Europe surface DJF 9.05 +siconc Europe surface year 4.25 siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 5.061517262458802 siconc Antarctica surface JJA 18.726004638671874 siconc Antarctica surface SON 31.048888244628905 siconc Antarctica surface DJF 5.953815498352051 +siconc Antarctica surface year 12.669297332763671 siconc glob surface MAM 7.284528382246011 siconc glob surface JJA 12.926230343140048 siconc glob surface SON 16.59493095220363 siconc glob surface DJF 7.476793488336997 +siconc glob surface year 9.511491073375625 siconc arctic surface MAM 3.5424032579213787 siconc arctic surface JJA 16.402878901331174 siconc arctic surface SON 22.982008121523524 siconc arctic surface DJF 4.5641340278442675 +siconc arctic surface year 10.051086600757737 siconc northmid surface MAM 8.920797550092649 siconc northmid surface JJA 7.8334012316000985 siconc northmid surface SON 5.275552333531325 siconc northmid surface DJF 11.224247824860408 +siconc northmid surface year 8.967038282844507 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.178160593224004 siconc southmid surface JJA 12.178284419338045 siconc southmid surface SON 12.87745874996261 siconc southmid surface DJF 5.797586472735605 +siconc southmid surface year 9.019760002871415 siconc antarctic surface MAM 13.208498228798144 siconc antarctic surface JJA 7.3423669253493165 siconc antarctic surface SON 8.00907467529522 siconc antarctic surface DJF 11.473228310447169 +siconc antarctic surface year 8.352114256742666 tas Atlantic_Basin surface MAM 1.1188189 tas Atlantic_Basin surface JJA 0.7840358 tas Atlantic_Basin surface SON 0.8558275 tas Atlantic_Basin surface DJF 1.2320012 +tas Atlantic_Basin surface year 0.85931563 tas Pacific_Basin surface MAM 0.7514648 tas Pacific_Basin surface JJA 0.7827631 tas Pacific_Basin surface SON 0.7224158 tas Pacific_Basin surface DJF 0.7492219 +tas Pacific_Basin surface year 0.6891807 tas Indian_Basin surface MAM 0.5005372 tas Indian_Basin surface JJA 0.4461536 tas Indian_Basin surface SON 0.4642641 tas Indian_Basin surface DJF 0.49802223 +tas Indian_Basin surface year 0.3858098 tas Arctic_Basin surface MAM 2.5116014 tas Arctic_Basin surface JJA 1.2381899 tas Arctic_Basin surface SON 2.398259 tas Arctic_Basin surface DJF 1.8328534 +tas Arctic_Basin surface year 1.1384896 tas Southern_Ocean_Basin surface MAM 1.4947109 tas Southern_Ocean_Basin surface JJA 1.8858967 tas Southern_Ocean_Basin surface SON 1.6218604 tas Southern_Ocean_Basin surface DJF 1.0401245 +tas Southern_Ocean_Basin surface year 1.4414805 tas Mediterranean_Basin surface MAM 0.88319993 tas Mediterranean_Basin surface JJA 1.1258742 tas Mediterranean_Basin surface SON 0.52959013 tas Mediterranean_Basin surface DJF 0.75586975 +tas Mediterranean_Basin surface year 0.7037307 tas Asia surface MAM 1.8704454 tas Asia surface JJA 1.7038077 tas Asia surface SON 1.5132822 tas Asia surface DJF 2.2646332 +tas Asia 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300hPa DJF 1.1820757 +ua Europe 300hPa year 0.8919637 ua Africa 300hPa MAM 1.0441505 ua Africa 300hPa JJA 1.3789264 ua Africa 300hPa SON 1.4818074 ua Africa 300hPa DJF 1.6223806 +ua Africa 300hPa year 0.84828866 ua South_America 300hPa MAM 1.945148 ua South_America 300hPa JJA 2.5022275 ua South_America 300hPa SON 2.5330877 ua South_America 300hPa DJF 1.4932654 +ua South_America 300hPa year 1.9031509 ua Oceania 300hPa MAM 1.2420726 ua Oceania 300hPa JJA 1.1400262 ua Oceania 300hPa SON 1.5212941 ua Oceania 300hPa DJF 1.2561386 +ua Oceania 300hPa year 0.8093094 ua Australia 300hPa MAM 3.0397198 ua Australia 300hPa JJA 3.3246813 ua Australia 300hPa SON 2.0339606 ua Australia 300hPa DJF 1.8830748 +ua Australia 300hPa year 2.2114627 ua Antarctica 300hPa MAM 1.233713 ua Antarctica 300hPa JJA 0.89912075 ua Antarctica 300hPa SON 0.9148425 ua Antarctica 300hPa DJF 1.0489846 +ua Antarctica 300hPa year 0.8738772 ua glob 300hPa MAM 1.7574509 ua glob 300hPa JJA 1.6320416 ua glob 300hPa SON 1.6428053 ua glob 300hPa DJF 2.3143706 +ua glob 300hPa year 1.5006508 ua arctic 300hPa MAM 1.1091793 ua arctic 300hPa JJA 1.3828166 ua arctic 300hPa SON 1.3932446 ua arctic 300hPa DJF 1.5139474 +ua arctic 300hPa year 1.1214747 ua northmid 300hPa MAM 1.929396 ua northmid 300hPa JJA 1.5924112 ua northmid 300hPa SON 1.6796664 ua northmid 300hPa DJF 3.6107614 +ua northmid 300hPa year 1.6872015 ua tropics 300hPa MAM 2.1670883 ua tropics 300hPa JJA 2.284445 ua tropics 300hPa SON 1.6745409 ua tropics 300hPa DJF 2.2680593 +ua tropics 300hPa year 1.6447291 ua innertropics 300hPa MAM 1.8085163 ua innertropics 300hPa JJA 1.7345994 ua innertropics 300hPa SON 1.533275 ua innertropics 300hPa DJF 2.3228424 +ua innertropics 300hPa year 1.4335494 ua nino34 300hPa MAM 2.9872935 ua nino34 300hPa JJA 2.6077876 ua nino34 300hPa SON 2.1687143 ua nino34 300hPa DJF 5.230948 +ua nino34 300hPa year 3.148 ua southmid 300hPa MAM 1.7283354 ua southmid 300hPa JJA 1.3067886 ua southmid 300hPa SON 1.8620025 ua southmid 300hPa DJF 2.2357366 +ua southmid 300hPa year 1.5779 ua antarctic 300hPa MAM 1.2371669 ua antarctic 300hPa JJA 0.8385048 ua antarctic 300hPa SON 1.3830111 ua antarctic 300hPa DJF 1.5609245 +ua antarctic 300hPa year 1.1142954 zg Atlantic_Basin 500hPa MAM 24.661875 zg Atlantic_Basin 500hPa JJA 30.401058 zg Atlantic_Basin 500hPa SON 27.240313 zg Atlantic_Basin 500hPa DJF 26.429113 +zg Atlantic_Basin 500hPa year 26.812525 zg Pacific_Basin 500hPa MAM 15.832313 zg Pacific_Basin 500hPa JJA 25.478123 zg Pacific_Basin 500hPa SON 17.796415 zg Pacific_Basin 500hPa DJF 23.926744 +zg Pacific_Basin 500hPa year 15.956042 zg Indian_Basin 500hPa MAM 18.826738 zg Indian_Basin 500hPa JJA 17.054419 zg Indian_Basin 500hPa SON 16.445839 zg Indian_Basin 500hPa DJF 14.308135 +zg Indian_Basin 500hPa year 16.38324 zg Arctic_Basin 500hPa MAM 58.823734 zg Arctic_Basin 500hPa JJA 70.52651 zg Arctic_Basin 500hPa SON 59.91359 zg Arctic_Basin 500hPa DJF 56.671604 +zg Arctic_Basin 500hPa year 61.48387 zg Southern_Ocean_Basin 500hPa MAM 22.1119 zg Southern_Ocean_Basin 500hPa JJA 15.480083 zg Southern_Ocean_Basin 500hPa SON 27.178238 zg Southern_Ocean_Basin 500hPa DJF 31.192314 +zg Southern_Ocean_Basin 500hPa year 21.207218 zg Mediterranean_Basin 500hPa MAM 27.119406 zg Mediterranean_Basin 500hPa JJA 39.763317 zg Mediterranean_Basin 500hPa SON 38.700203 zg Mediterranean_Basin 500hPa DJF 47.458015 +zg Mediterranean_Basin 500hPa year 38.26026 zg Asia 500hPa MAM 27.471106 zg Asia 500hPa JJA 33.627003 zg Asia 500hPa SON 27.827084 zg Asia 500hPa DJF 25.455647 +zg Asia 500hPa year 26.590834 zg North_America 500hPa MAM 39.134117 zg North_America 500hPa JJA 41.820034 zg North_America 500hPa SON 34.220814 zg North_America 500hPa DJF 39.16661 +zg North_America 500hPa year 38.09134 zg Europe 500hPa MAM 36.546703 zg Europe 500hPa JJA 34.72711 zg Europe 500hPa SON 30.161854 zg Europe 500hPa DJF 30.647453 +zg Europe 500hPa year 32.683537 zg Africa 500hPa MAM 9.855461 zg Africa 500hPa JJA 16.581818 zg Africa 500hPa SON 15.419426 zg Africa 500hPa DJF 10.963642 +zg Africa 500hPa year 13.096028 zg South_America 500hPa MAM 12.227094 zg South_America 500hPa JJA 11.335283 zg South_America 500hPa SON 16.938042 zg South_America 500hPa DJF 12.52413 +zg South_America 500hPa year 13.007033 zg Oceania 500hPa MAM 13.250045 zg Oceania 500hPa JJA 8.053178 zg Oceania 500hPa SON 14.948197 zg Oceania 500hPa DJF 33.37189 +zg Oceania 500hPa year 14.662109 zg Australia 500hPa MAM 14.350999 zg Australia 500hPa JJA 9.899939 zg Australia 500hPa SON 12.488803 zg Australia 500hPa DJF 10.99603 +zg Australia 500hPa year 10.770653 zg Antarctica 500hPa MAM 24.860546 zg Antarctica 500hPa JJA 33.383972 zg Antarctica 500hPa SON 65.27106 zg Antarctica 500hPa DJF 38.112118 +zg Antarctica 500hPa year 40.38173 zg glob 500hPa MAM 24.988035 zg glob 500hPa JJA 28.947105 zg glob 500hPa SON 30.114614 zg glob 500hPa DJF 29.111675 +zg glob 500hPa year 26.457388 zg arctic 500hPa MAM 52.06673 zg arctic 500hPa JJA 56.14055 zg arctic 500hPa SON 48.01889 zg arctic 500hPa DJF 48.75134 +zg arctic 500hPa year 50.83535 zg northmid 500hPa MAM 24.687048 zg northmid 500hPa JJA 38.77284 zg northmid 500hPa SON 24.831196 zg northmid 500hPa DJF 35.529842 +zg northmid 500hPa year 24.838049 zg tropics 500hPa MAM 15.40222 zg tropics 500hPa JJA 20.330776 zg tropics 500hPa SON 18.746355 zg tropics 500hPa DJF 14.464563 +zg tropics 500hPa year 16.97339 zg innertropics 500hPa MAM 16.508753 zg innertropics 500hPa JJA 20.374437 zg innertropics 500hPa SON 17.956459 zg innertropics 500hPa DJF 13.547055 +zg innertropics 500hPa year 17.060713 zg nino34 500hPa MAM 18.72817 zg nino34 500hPa JJA 22.223291 zg nino34 500hPa SON 19.346285 zg nino34 500hPa DJF 20.127092 +zg nino34 500hPa year 20.106197 zg southmid 500hPa MAM 21.999098 zg southmid 500hPa JJA 13.504845 zg southmid 500hPa SON 19.679436 zg southmid 500hPa DJF 32.424347 +zg southmid 500hPa year 18.835993 zg antarctic 500hPa MAM 22.579687 zg antarctic 500hPa JJA 27.197346 zg antarctic 500hPa SON 54.19892 zg antarctic 500hPa DJF 32.44273 +zg antarctic 500hPa year 33.42777 zos Atlantic_Basin surface MAM 0.036146097 zos Atlantic_Basin surface JJA 0.034929074 zos Atlantic_Basin surface SON 0.037102256 zos Atlantic_Basin surface DJF 0.03481445 +zos Atlantic_Basin surface year 0.035118807 zos Pacific_Basin surface MAM 0.032172363 zos Pacific_Basin surface JJA 0.03003801 zos Pacific_Basin surface SON 0.030764697 zos Pacific_Basin surface DJF 0.0288837 +zos Pacific_Basin surface year 0.029564073 zos Indian_Basin surface MAM 0.044483256 zos Indian_Basin surface JJA 0.04412326 zos Indian_Basin surface SON 0.04606955 zos Indian_Basin surface DJF 0.043913133 +zos Indian_Basin surface year 0.043886352 zos Arctic_Basin surface MAM 0.022601644 zos Arctic_Basin surface JJA 0.020961579 zos Arctic_Basin surface SON 0.027802194 zos Arctic_Basin surface DJF 0.031822927 +zos Arctic_Basin surface year 0.023966229 zos Southern_Ocean_Basin surface MAM 0.043683514 zos Southern_Ocean_Basin surface JJA 0.04326708 zos Southern_Ocean_Basin surface SON 0.044292044 zos Southern_Ocean_Basin surface DJF 0.041635793 +zos Southern_Ocean_Basin surface year 0.0406947 zos Mediterranean_Basin surface MAM 0.030988365 zos Mediterranean_Basin surface JJA 0.019937085 zos Mediterranean_Basin surface SON 0.024266768 zos Mediterranean_Basin surface DJF 0.016345898 +zos Mediterranean_Basin surface year 0.022646533 zos Asia surface MAM 0.00664342 zos Asia surface JJA 0.03324251 zos Asia surface SON 0.040070076 zos Asia surface DJF 0.013385657 +zos Asia surface year 0.03480706 zos North_America surface MAM 0.012474235 zos North_America surface JJA nan zos North_America surface SON nan zos North_America surface DJF nan +zos North_America surface year 0.011476198 zos Europe surface MAM 0.025326926 zos Europe surface JJA 0.020036595 zos Europe surface SON 0.016864723 zos Europe surface DJF 0.01756681 +zos Europe surface year 0.019973762 zos Africa surface MAM nan zos Africa surface JJA nan zos Africa surface SON nan zos Africa surface DJF nan +zos Africa surface year nan zos South_America surface MAM nan zos South_America surface JJA nan zos South_America surface SON nan zos South_America surface DJF nan +zos South_America surface year nan zos Oceania surface MAM nan zos Oceania surface JJA nan zos Oceania surface SON nan zos Oceania surface DJF nan +zos Oceania surface year nan zos Australia surface MAM 0.03428811 zos Australia surface JJA 0.024021205 zos Australia surface SON 0.024503358 zos Australia surface DJF 0.019309051 +zos Australia surface year 0.025580429 zos Antarctica surface MAM 0.008032022 zos Antarctica surface JJA 0.011491921 zos Antarctica surface SON 0.015928054 zos Antarctica surface DJF 0.005386837 +zos Antarctica surface year 0.010184709 zos glob surface MAM 0.037786145 zos glob surface JJA 0.03549925 zos glob surface SON 0.037123423 zos glob surface DJF 0.0357381 +zos glob surface year 0.03508417 zos arctic surface MAM 0.023936179 zos arctic surface JJA 0.0205418 zos arctic surface SON 0.027612206 zos arctic surface DJF 0.02588243 +zos arctic surface year 0.02365995 zos northmid surface MAM 0.0440293 zos northmid surface JJA 0.04474104 zos northmid surface SON 0.046786733 zos northmid surface DJF 0.040873285 +zos northmid surface year 0.043672506 zos tropics surface MAM 0.029772732 zos tropics surface JJA 0.028526323 zos tropics surface SON 0.029031832 zos tropics surface DJF 0.027745092 +zos tropics surface year 0.027789185 zos innertropics surface MAM 0.023104988 zos innertropics surface JJA 0.020897536 zos innertropics surface SON 0.021783954 zos innertropics surface DJF 0.021334182 +zos innertropics surface year 0.02014501 zos nino34 surface MAM 0.03636527 zos nino34 surface JJA 0.023593025 zos nino34 surface SON 0.026525918 zos nino34 surface DJF 0.037747644 +zos nino34 surface year 0.031036472 zos southmid surface MAM 0.055782788 zos southmid surface JJA 0.050809108 zos southmid surface SON 0.05196517 zos southmid surface DJF 0.054065477 +zos southmid surface year 0.052892674 zos antarctic surface MAM 0.02059462 zos antarctic surface JJA 0.020705426 zos antarctic surface SON 0.021741142 zos antarctic surface DJF 0.017882878 +zos antarctic surface year 0.017902374 tos Atlantic_Basin surface MAM 0.169925 tos Atlantic_Basin surface JJA 0.24552171 tos Atlantic_Basin surface SON 0.2138328 tos Atlantic_Basin surface DJF 0.16440035 +tos Atlantic_Basin surface year 0.15009736 tos Pacific_Basin surface MAM 0.14263593 tos Pacific_Basin surface JJA 0.21747787 tos Pacific_Basin surface SON 0.19203219 tos Pacific_Basin surface DJF 0.17247276 +tos Pacific_Basin surface year 0.13438576 tos Indian_Basin surface MAM 0.15033801 tos Indian_Basin surface JJA 0.14251181 tos Indian_Basin surface SON 0.11474054 tos Indian_Basin surface DJF 0.14565958 +tos Indian_Basin surface year 0.10422486 tos Arctic_Basin surface MAM 0.05880547 tos Arctic_Basin surface JJA 0.36887357 tos Arctic_Basin surface SON 0.21375675 tos Arctic_Basin surface DJF 0.054689266 +tos Arctic_Basin surface year 0.13722214 tos Southern_Ocean_Basin surface MAM 0.19366117 tos Southern_Ocean_Basin surface JJA 0.13840003 tos Southern_Ocean_Basin surface SON 0.13406615 tos Southern_Ocean_Basin surface DJF 0.29568124 +tos Southern_Ocean_Basin surface year 0.12861662 tos Mediterranean_Basin surface MAM 0.12600432 tos Mediterranean_Basin surface JJA 0.24665512 tos Mediterranean_Basin surface SON 0.2550862 tos Mediterranean_Basin surface DJF 0.14227511 +tos Mediterranean_Basin surface year 0.10646029 tos Asia surface MAM 0.28525284 tos Asia surface JJA 0.2724211 tos Asia surface SON 0.38626155 tos Asia surface DJF 0.5718074 +tos Asia surface year 0.16644292 tos North_America surface MAM 0.26917195 tos North_America surface JJA 0.45747343 tos North_America surface SON 0.14981623 tos North_America surface DJF 0.19111826 +tos North_America surface year 0.11695125 tos Europe surface MAM 1.0226161 tos Europe surface JJA 0.3764327 tos Europe surface SON 0.52265364 tos Europe surface DJF 0.52188843 +tos Europe surface year 0.27500224 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM 0.13303408 tos South_America surface JJA 0.034393936 tos South_America surface SON 0.09877986 tos South_America surface DJF 0.14393169 +tos South_America surface year 0.07333471 tos Oceania surface MAM nan tos Oceania surface JJA nan tos Oceania surface SON nan tos Oceania surface DJF nan +tos Oceania surface year nan tos Australia surface MAM 0.10028541 tos Australia surface JJA 0.09593454 tos Australia surface SON 0.08916333 tos Australia surface DJF 0.14714134 +tos Australia surface year 0.09044099 tos Antarctica surface MAM 0.4141783 tos Antarctica surface JJA 0.17631128 tos Antarctica surface SON 0.20230001 tos Antarctica surface DJF 0.70405173 +tos Antarctica surface year 0.37421033 tos glob surface MAM 0.15367594 tos glob surface JJA 0.21075185 tos glob surface SON 0.17539069 tos glob surface DJF 0.18983468 +tos glob surface year 0.13335139 tos arctic surface MAM 0.09006925 tos arctic surface JJA 0.38824898 tos arctic surface SON 0.23835759 tos arctic surface DJF 0.08422594 +tos arctic surface year 0.14699753 tos northmid surface MAM 0.19382533 tos northmid surface JJA 0.43146083 tos northmid surface SON 0.36321792 tos northmid surface DJF 0.1782374 +tos northmid surface year 0.20295563 tos tropics surface MAM 0.14135328 tos tropics surface JJA 0.14560215 tos tropics surface SON 0.13398275 tos tropics surface DJF 0.16877054 +tos tropics surface year 0.12223331 tos innertropics surface MAM 0.15024304 tos innertropics surface JJA 0.1604203 tos innertropics surface SON 0.14983858 tos innertropics surface DJF 0.17217277 +tos innertropics surface year 0.13558766 tos nino34 surface MAM 0.23229188 tos nino34 surface JJA 0.2889782 tos nino34 surface SON 0.21584915 tos nino34 surface DJF 0.24434723 +tos nino34 surface year 0.2453666 tos southmid surface MAM 0.14908466 tos southmid surface JJA 0.13567324 tos southmid surface SON 0.13215537 tos southmid surface DJF 0.1929122 +tos southmid surface year 0.10480393 tos antarctic surface MAM 0.25703266 tos antarctic surface JJA 0.128984 tos antarctic surface SON 0.12580036 tos antarctic surface DJF 0.4273066 +tos antarctic surface year 0.1486829 thetao Atlantic_Basin 10m MAM 1.0224025 thetao Atlantic_Basin 10m JJA 0.97078675 thetao Atlantic_Basin 10m SON 0.906482 thetao Atlantic_Basin 10m DJF 0.97064525 +thetao Atlantic_Basin 10m year 0.9012656 thetao Atlantic_Basin 100m MAM 1.1106588 thetao Atlantic_Basin 100m JJA 0.9666749 thetao Atlantic_Basin 100m SON 1.0443597 thetao Atlantic_Basin 100m DJF 1.009521 +thetao Atlantic_Basin 100m year 0.9911477 thetao Atlantic_Basin 1000m MAM 1.4175813 thetao Atlantic_Basin 1000m JJA 1.4289917 thetao Atlantic_Basin 1000m SON 1.4349833 thetao Atlantic_Basin 1000m DJF 1.4173707 +thetao Atlantic_Basin 1000m year 1.4240531 thetao Pacific_Basin 10m MAM 0.68386453 thetao Pacific_Basin 10m JJA 0.7514435 thetao Pacific_Basin 10m SON 0.7350335 thetao Pacific_Basin 10m DJF 0.63563263 +thetao Pacific_Basin 10m year 0.6620209 thetao Pacific_Basin 100m MAM 1.2455593 thetao Pacific_Basin 100m JJA 1.3107193 thetao Pacific_Basin 100m SON 1.256692 thetao Pacific_Basin 100m DJF 1.155696 +thetao Pacific_Basin 100m year 1.2111074 thetao Pacific_Basin 1000m MAM 0.3600552 thetao Pacific_Basin 1000m JJA 0.36033893 thetao Pacific_Basin 1000m SON 0.3578497 thetao Pacific_Basin 1000m DJF 0.36511984 +thetao Pacific_Basin 1000m year 0.3598109 thetao Indian_Basin 10m MAM 0.8636226 thetao Indian_Basin 10m JJA 0.7303432 thetao Indian_Basin 10m SON 0.78730154 thetao Indian_Basin 10m DJF 0.84230244 +thetao Indian_Basin 10m year 0.77738786 thetao Indian_Basin 100m MAM 0.89960915 thetao Indian_Basin 100m JJA 1.293188 thetao Indian_Basin 100m SON 1.4282603 thetao Indian_Basin 100m DJF 1.1022317 +thetao Indian_Basin 100m year 1.1033763 thetao Indian_Basin 1000m MAM 0.9704998 thetao Indian_Basin 1000m JJA 0.96869665 thetao Indian_Basin 1000m SON 0.9641024 thetao Indian_Basin 1000m DJF 0.9863595 +thetao Indian_Basin 1000m year 0.97236246 thetao Arctic_Basin 10m MAM 0.45800713 thetao Arctic_Basin 10m JJA 0.4185944 thetao Arctic_Basin 10m SON 0.38641095 thetao Arctic_Basin 10m DJF 0.51055473 +thetao Arctic_Basin 10m year 0.2864865 thetao Arctic_Basin 100m MAM 0.41926512 thetao Arctic_Basin 100m JJA 0.38195363 thetao Arctic_Basin 100m SON 0.34306103 thetao Arctic_Basin 100m DJF 0.36332187 +thetao Arctic_Basin 100m year 0.36293975 thetao Arctic_Basin 1000m MAM 1.2033759 thetao Arctic_Basin 1000m JJA 1.2212714 thetao Arctic_Basin 1000m SON 1.2143135 thetao Arctic_Basin 1000m DJF 1.1970478 +thetao Arctic_Basin 1000m year 1.2090021 thetao Southern_Ocean_Basin 10m MAM 0.7927239 thetao Southern_Ocean_Basin 10m JJA 0.8168344 thetao Southern_Ocean_Basin 10m SON 0.8175366 thetao Southern_Ocean_Basin 10m DJF 0.83521014 +thetao Southern_Ocean_Basin 10m year 0.75585675 thetao Southern_Ocean_Basin 100m MAM 0.914533 thetao Southern_Ocean_Basin 100m JJA 0.7893787 thetao Southern_Ocean_Basin 100m SON 0.85491896 thetao Southern_Ocean_Basin 100m DJF 0.9405582 +thetao Southern_Ocean_Basin 100m year 0.8436217 thetao Southern_Ocean_Basin 1000m MAM 0.6359254 thetao Southern_Ocean_Basin 1000m JJA 0.6296939 thetao Southern_Ocean_Basin 1000m SON 0.63449144 thetao Southern_Ocean_Basin 1000m DJF 0.64049953 +thetao Southern_Ocean_Basin 1000m year 0.63468283 thetao Mediterranean_Basin 10m MAM 0.4206042 thetao Mediterranean_Basin 10m JJA 0.5128319 thetao Mediterranean_Basin 10m SON 0.6859421 thetao Mediterranean_Basin 10m DJF 0.557335 +thetao Mediterranean_Basin 10m year 0.39264336 thetao Mediterranean_Basin 100m MAM 0.6828799 thetao Mediterranean_Basin 100m JJA 0.69986784 thetao Mediterranean_Basin 100m SON 0.7979428 thetao Mediterranean_Basin 100m DJF 0.8197358 +thetao Mediterranean_Basin 100m year 0.74694526 thetao Mediterranean_Basin 1000m MAM 1.0250889 thetao Mediterranean_Basin 1000m JJA 1.028102 thetao Mediterranean_Basin 1000m SON 1.0297009 thetao Mediterranean_Basin 1000m DJF 1.0281899 +thetao Mediterranean_Basin 1000m year 1.0277691 thetao Asia 10m MAM 1.9514517 thetao Asia 10m JJA 1.6793934 thetao Asia 10m SON 2.4280818 thetao Asia 10m DJF 2.24152 +thetao Asia 10m year 1.0884987 thetao Asia 100m MAM 1.4061955 thetao Asia 100m JJA 0.38501307 thetao Asia 100m SON 0.5035405 thetao Asia 100m DJF 0.8565966 +thetao Asia 100m year 0.61473835 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.2243838 thetao North_America 10m JJA 1.0559418 thetao North_America 10m SON 0.4098881 thetao North_America 10m DJF 1.3261888 +thetao North_America 10m year 0.902934 thetao North_America 100m MAM 0.3781658 thetao North_America 100m JJA 0.32786092 thetao North_America 100m SON 0.1496864 thetao North_America 100m DJF 0.23587267 +thetao North_America 100m year 0.24643354 thetao North_America 1000m MAM nan thetao North_America 1000m JJA nan thetao North_America 1000m SON nan thetao North_America 1000m DJF nan +thetao North_America 1000m year nan thetao Europe 10m MAM 1.1874826 thetao Europe 10m JJA 1.821466 thetao Europe 10m SON 1.3000536 thetao Europe 10m DJF 2.600564 +thetao Europe 10m year 0.5773821 thetao Europe 100m MAM 0.8088074 thetao Europe 100m JJA 0.89102364 thetao Europe 100m SON 1.0919361 thetao Europe 100m DJF 0.85660696 +thetao Europe 100m year 0.912086 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 0.92350626 thetao South_America 10m JJA 0.64978886 thetao South_America 10m SON 0.90482855 thetao South_America 10m DJF 1.009635 +thetao South_America 10m year 0.78785086 thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 0.7310481 thetao Australia 10m JJA 1.2264719 thetao Australia 10m SON 1.5386124 thetao Australia 10m DJF 1.002996 +thetao Australia 10m year 1.124784 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 0.7267587 thetao Antarctica 10m JJA 0.020519853 thetao Antarctica 10m SON 0.004841566 thetao Antarctica 10m DJF 0.58491445 +thetao Antarctica 10m year 0.33183786 thetao Antarctica 100m MAM 0.55966806 thetao Antarctica 100m JJA 0.852818 thetao Antarctica 100m SON 0.6409123 thetao Antarctica 100m DJF 0.530239 +thetao Antarctica 100m year 0.64589405 thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 0.7710082 thetao glob 10m JJA 0.77123 thetao glob 10m SON 0.75768536 thetao glob 10m DJF 0.76384795 +thetao glob 10m year 0.701389 thetao glob 100m MAM 1.0051641 thetao glob 100m JJA 1.0002276 thetao glob 100m SON 1.026508 thetao glob 100m DJF 0.98167336 +thetao glob 100m year 0.967635 thetao glob 1000m MAM 0.7563617 thetao glob 1000m JJA 0.75779444 thetao glob 1000m SON 0.7583514 thetao glob 1000m DJF 0.7607295 +thetao glob 1000m year 0.75770134 thetao arctic 10m MAM 0.65090925 thetao arctic 10m JJA 0.53487164 thetao arctic 10m SON 0.43797335 thetao arctic 10m DJF 0.62666786 +thetao arctic 10m year 0.4188948 thetao arctic 100m MAM 0.66888326 thetao arctic 100m JJA 0.5175784 thetao arctic 100m SON 0.44697136 thetao arctic 100m DJF 0.46773973 +thetao arctic 100m year 0.50805336 thetao arctic 1000m MAM 1.3568054 thetao arctic 1000m JJA 1.3771646 thetao arctic 1000m SON 1.3729091 thetao arctic 1000m DJF 1.3529357 +thetao arctic 1000m year 1.3649539 thetao northmid 10m MAM 1.2656615 thetao northmid 10m JJA 1.2988113 thetao northmid 10m SON 1.1638741 thetao northmid 10m DJF 1.1603564 +thetao northmid 10m year 1.1476969 thetao northmid 100m MAM 1.2129294 thetao northmid 100m JJA 1.3026396 thetao northmid 100m SON 1.414308 thetao northmid 100m DJF 1.2115883 +thetao northmid 100m year 1.2670729 thetao northmid 1000m MAM 0.86633235 thetao northmid 1000m JJA 0.87893146 thetao northmid 1000m SON 0.8866107 thetao northmid 1000m DJF 0.880671 +thetao northmid 1000m year 0.8775397 thetao tropics 10m MAM 0.6557773 thetao tropics 10m JJA 0.6621031 thetao tropics 10m SON 0.7189674 thetao tropics 10m DJF 0.64240646 +thetao tropics 10m year 0.63026565 thetao tropics 100m MAM 1.1331311 thetao tropics 100m JJA 1.3039461 thetao tropics 100m SON 1.2991011 thetao tropics 100m DJF 1.1329744 +thetao tropics 100m year 1.1640575 thetao tropics 1000m MAM 0.62411726 thetao tropics 1000m JJA 0.62141716 thetao tropics 1000m SON 0.6191253 thetao tropics 1000m DJF 0.6253543 +thetao tropics 1000m year 0.62160766 thetao innertropics 10m MAM 0.55438703 thetao innertropics 10m JJA 0.50347275 thetao innertropics 10m SON 0.6350948 thetao innertropics 10m DJF 0.55164796 +thetao innertropics 10m year 0.50761735 thetao innertropics 100m MAM 1.3924614 thetao innertropics 100m JJA 1.7323954 thetao innertropics 100m SON 1.6613579 thetao innertropics 100m DJF 1.376537 +thetao innertropics 100m year 1.4576541 thetao innertropics 1000m MAM 0.53148216 thetao innertropics 1000m JJA 0.5271832 thetao innertropics 1000m SON 0.5211318 thetao innertropics 1000m DJF 0.531451 +thetao innertropics 1000m year 0.52657443 thetao nino34 10m MAM 0.24732444 thetao nino34 10m JJA 0.32301712 thetao nino34 10m SON 0.8794753 thetao nino34 10m DJF 0.33349916 +thetao nino34 10m year 0.3948625 thetao nino34 100m MAM 2.2107782 thetao nino34 100m JJA 2.4048035 thetao nino34 100m SON 0.841973 thetao nino34 100m DJF 1.2396683 +thetao nino34 100m year 1.5733997 thetao nino34 1000m MAM 0.078826405 thetao nino34 1000m JJA 0.10085477 thetao nino34 1000m SON 0.114356056 thetao nino34 1000m DJF 0.11743204 +thetao nino34 1000m year 0.09745511 thetao southmid 10m MAM 0.87287533 thetao southmid 10m JJA 0.9267957 thetao southmid 10m SON 0.9664053 thetao southmid 10m DJF 0.9357979 +thetao southmid 10m year 0.8864626 thetao southmid 100m MAM 1.1622473 thetao southmid 100m JJA 0.9522963 thetao southmid 100m SON 1.0264182 thetao southmid 100m DJF 1.2000867 +thetao southmid 100m year 1.0618194 thetao southmid 1000m MAM 0.7166093 thetao southmid 1000m JJA 0.7155593 thetao southmid 1000m SON 0.7140677 thetao southmid 1000m DJF 0.7238775 +thetao southmid 1000m year 0.71688664 thetao antarctic 10m MAM 0.4541754 thetao antarctic 10m JJA 0.45771518 thetao antarctic 10m SON 0.3600345 thetao antarctic 10m DJF 0.44063333 +thetao antarctic 10m year 0.3288249 thetao antarctic 100m MAM 0.3988263 thetao antarctic 100m JJA 0.3252532 thetao antarctic 100m SON 0.398559 thetao antarctic 100m DJF 0.3453663 +thetao antarctic 100m year 0.31570384 thetao antarctic 1000m MAM 0.6757492 thetao antarctic 1000m JJA 0.6642637 thetao antarctic 1000m SON 0.67365813 thetao antarctic 1000m DJF 0.67795 +thetao antarctic 1000m year 0.67277455 so Atlantic_Basin 10m MAM 0.5188522 so Atlantic_Basin 10m JJA 0.61531967 so Atlantic_Basin 10m SON 0.5989768 so Atlantic_Basin 10m DJF 0.54616505 +so Atlantic_Basin 10m year 0.5548925 so Atlantic_Basin 100m MAM 0.40035075 so Atlantic_Basin 100m JJA 0.37675503 so Atlantic_Basin 100m SON 0.375459 so Atlantic_Basin 100m DJF 0.38961574 +so Atlantic_Basin 100m year 0.3820229 so Atlantic_Basin 1000m MAM 0.2679866 so Atlantic_Basin 1000m JJA 0.26788047 so Atlantic_Basin 1000m SON 0.26905286 so Atlantic_Basin 1000m DJF 0.26847 +so Atlantic_Basin 1000m year 0.26830432 so Pacific_Basin 10m MAM 0.5435752 so Pacific_Basin 10m JJA 0.54180044 so Pacific_Basin 10m SON 0.53807294 so Pacific_Basin 10m DJF 0.544971 +so Pacific_Basin 10m year 0.53801084 so Pacific_Basin 100m MAM 0.5109627 so Pacific_Basin 100m JJA 0.5099694 so Pacific_Basin 100m SON 0.511519 so Pacific_Basin 100m DJF 0.5098625 +so Pacific_Basin 100m year 0.5096136 so Pacific_Basin 1000m MAM 0.102850646 so Pacific_Basin 1000m JJA 0.10257473 so Pacific_Basin 1000m SON 0.10287814 so Pacific_Basin 1000m DJF 0.10287143 +so Pacific_Basin 1000m year 0.10276623 so Indian_Basin 10m MAM 0.74370646 so Indian_Basin 10m JJA 0.7785627 so Indian_Basin 10m SON 0.78187996 so Indian_Basin 10m DJF 0.7534154 +so Indian_Basin 10m year 0.7603321 so Indian_Basin 100m MAM 0.66079515 so Indian_Basin 100m JJA 0.65631354 so Indian_Basin 100m SON 0.6560573 so Indian_Basin 100m DJF 0.66003424 +so Indian_Basin 100m year 0.6560024 so Indian_Basin 1000m MAM 0.20228428 so Indian_Basin 1000m JJA 0.20562354 so Indian_Basin 1000m SON 0.20551941 so Indian_Basin 1000m DJF 0.20566668 +so Indian_Basin 1000m year 0.20477346 so Arctic_Basin 10m MAM 1.2654946 so Arctic_Basin 10m JJA 1.2555732 so Arctic_Basin 10m SON 1.1116894 so Arctic_Basin 10m DJF 1.2990211 +so Arctic_Basin 10m year 1.1355147 so Arctic_Basin 100m MAM 0.79932517 so Arctic_Basin 100m JJA 0.7384249 so Arctic_Basin 100m SON 0.75843036 so Arctic_Basin 100m DJF 0.72824645 +so Arctic_Basin 100m year 0.75468 so Arctic_Basin 1000m MAM 0.104852684 so Arctic_Basin 1000m JJA 0.11076805 so Arctic_Basin 1000m SON 0.11098823 so Arctic_Basin 1000m DJF 0.10122602 +so Arctic_Basin 1000m year 0.10695865 so Southern_Ocean_Basin 10m MAM 0.39476696 so Southern_Ocean_Basin 10m JJA 0.34779653 so Southern_Ocean_Basin 10m SON 0.3223114 so Southern_Ocean_Basin 10m DJF 0.38764435 +so Southern_Ocean_Basin 10m year 0.35811076 so Southern_Ocean_Basin 100m MAM 0.35431468 so Southern_Ocean_Basin 100m JJA 0.3886236 so Southern_Ocean_Basin 100m SON 0.39035457 so Southern_Ocean_Basin 100m DJF 0.3682033 +so Southern_Ocean_Basin 100m year 0.37470776 so Southern_Ocean_Basin 1000m MAM 0.100376666 so Southern_Ocean_Basin 1000m JJA 0.10032562 so Southern_Ocean_Basin 1000m SON 0.10090334 so Southern_Ocean_Basin 1000m DJF 0.10113011 +so Southern_Ocean_Basin 1000m year 0.10048064 so Mediterranean_Basin 10m MAM 2.5197184 so Mediterranean_Basin 10m JJA 2.436776 so Mediterranean_Basin 10m SON 2.449115 so Mediterranean_Basin 10m DJF 2.613886 +so Mediterranean_Basin 10m year 2.5048738 so Mediterranean_Basin 100m MAM 2.6913965 so Mediterranean_Basin 100m JJA 2.7125425 so Mediterranean_Basin 100m SON 2.7140517 so Mediterranean_Basin 100m DJF 2.7139025 +so Mediterranean_Basin 100m year 2.7079732 so Mediterranean_Basin 1000m MAM 2.8583865 so Mediterranean_Basin 1000m JJA 2.8508804 so Mediterranean_Basin 1000m SON 2.8604271 so Mediterranean_Basin 1000m DJF 2.8641453 +so Mediterranean_Basin 1000m year 2.8584602 so Asia 10m MAM 12.107307 so Asia 10m JJA 12.460695 so Asia 10m SON 12.062124 so Asia 10m DJF 11.846572 +so Asia 10m year 12.119175 so Asia 100m MAM 0.5966511 so Asia 100m JJA 0.64307404 so Asia 100m SON 0.60349464 so Asia 100m DJF 0.5501137 +so Asia 100m year 0.59833336 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 1.756506 so North_America 10m JJA 1.9230287 so North_America 10m SON 1.9370086 so North_America 10m DJF 1.9614072 +so North_America 10m year 1.8800168 so North_America 100m MAM 0.14736302 so North_America 100m JJA 0.18211873 so North_America 100m SON 0.19687016 so North_America 100m DJF 0.12605667 +so North_America 100m year 0.15094249 so North_America 1000m MAM nan so North_America 1000m JJA nan so North_America 1000m SON nan so North_America 1000m DJF nan +so North_America 1000m year nan so Europe 10m MAM 11.255903 so Europe 10m JJA 12.038501 so Europe 10m SON 11.932278 so Europe 10m DJF 11.249485 +so Europe 10m year 11.6190405 so Europe 100m MAM 2.3774338 so Europe 100m JJA 2.359562 so Europe 100m SON 2.3041553 so Europe 100m DJF 2.387539 +so Europe 100m year 2.357174 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 0.38736916 so South_America 10m JJA 0.42766762 so South_America 10m SON 0.2568264 so South_America 10m DJF 0.01614952 +so South_America 10m year 0.26392937 so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 0.9263401 so Australia 10m JJA 0.9001732 so Australia 10m SON 0.9389801 so Australia 10m DJF 0.9476452 +so Australia 10m year 0.9282856 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.64266205 so Antarctica 10m JJA 0.4325676 so Antarctica 10m SON 0.4964981 so Antarctica 10m DJF 0.8497429 +so Antarctica 10m year 0.60536957 so Antarctica 100m MAM 0.09241867 so Antarctica 100m JJA 0.028419495 so Antarctica 100m SON 0.07283783 so Antarctica 100m DJF 0.002632141 +so Antarctica 100m year 0.0028686523 so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.6375139 so glob 10m JJA 0.64417154 so glob 10m SON 0.6163723 so glob 10m DJF 0.6458602 +so glob 10m year 0.6190375 so glob 100m MAM 0.5012747 so glob 100m JJA 0.5000971 so glob 100m SON 0.50279766 so glob 100m DJF 0.49570134 +so glob 100m year 0.49844724 so glob 1000m MAM 0.14832 so glob 1000m JJA 0.14902805 so glob 1000m SON 0.14951374 so glob 1000m DJF 0.14869842 +so glob 1000m year 0.14881386 so arctic 10m MAM 1.1669173 so arctic 10m JJA 1.2060105 so arctic 10m SON 1.0757267 so arctic 10m DJF 1.214292 +so arctic 10m year 1.0845803 so arctic 100m MAM 0.7153115 so arctic 100m JJA 0.6614281 so arctic 100m SON 0.6734839 so arctic 100m DJF 0.6536861 +so arctic 100m year 0.673329 so arctic 1000m MAM 0.12322911 so arctic 1000m JJA 0.1288859 so arctic 1000m SON 0.12934029 so arctic 1000m DJF 0.1198787 +so arctic 1000m year 0.12533338 so northmid 10m MAM 0.89071 so northmid 10m JJA 0.921157 so northmid 10m SON 0.8958429 so northmid 10m DJF 0.89277065 +so northmid 10m year 0.89525646 so northmid 100m MAM 0.5888761 so northmid 100m JJA 0.5742995 so northmid 100m SON 0.57157737 so northmid 100m DJF 0.6089134 +so northmid 100m year 0.58442986 so northmid 1000m MAM 0.20347978 so northmid 1000m JJA 0.20371157 so northmid 1000m SON 0.20492436 so northmid 1000m DJF 0.20330001 +so northmid 1000m year 0.20375524 so tropics 10m MAM 0.55616254 so tropics 10m JJA 0.57584596 so tropics 10m SON 0.5790483 so tropics 10m DJF 0.56328946 +so tropics 10m year 0.5607418 so tropics 100m MAM 0.49577495 so tropics 100m JJA 0.4966287 so tropics 100m SON 0.49566907 so tropics 100m DJF 0.4883825 +so tropics 100m year 0.49211356 so tropics 1000m MAM 0.17193808 so tropics 1000m JJA 0.17251581 so tropics 1000m SON 0.17272833 so tropics 1000m DJF 0.17284256 +so tropics 1000m year 0.17250237 so innertropics 10m MAM 0.6124111 so innertropics 10m JJA 0.63889086 so innertropics 10m SON 0.6241365 so innertropics 10m DJF 0.61818016 +so innertropics 10m year 0.6124877 so innertropics 100m MAM 0.5304057 so innertropics 100m JJA 0.53666437 so innertropics 100m SON 0.5327853 so innertropics 100m DJF 0.5170613 +so innertropics 100m year 0.527307 so innertropics 1000m MAM 0.16482854 so innertropics 1000m JJA 0.16541478 so innertropics 1000m SON 0.16496374 so innertropics 1000m DJF 0.16472174 +so innertropics 1000m year 0.1649822 so nino34 10m MAM 0.41134974 so nino34 10m JJA 0.44575006 so nino34 10m SON 0.43250802 so nino34 10m DJF 0.40451854 +so nino34 10m year 0.42353168 so nino34 100m MAM 0.48118946 so nino34 100m JJA 0.51131475 so nino34 100m SON 0.5447962 so nino34 100m DJF 0.50468904 +so nino34 100m year 0.5104323 so nino34 1000m MAM 0.12516908 so nino34 1000m JJA 0.12623638 so nino34 1000m SON 0.122457124 so nino34 1000m DJF 0.12351122 +so nino34 1000m year 0.12434324 so southmid 10m MAM 0.4321043 so southmid 10m JJA 0.44201055 so southmid 10m SON 0.43771064 so southmid 10m DJF 0.42497483 +so southmid 10m year 0.43295956 so southmid 100m MAM 0.44755635 so southmid 100m JJA 0.44945955 so southmid 100m SON 0.45573568 so southmid 100m DJF 0.45056033 +so southmid 100m year 0.45054054 so southmid 1000m MAM 0.10547598 so southmid 1000m JJA 0.10509908 so southmid 1000m SON 0.10490256 so southmid 1000m DJF 0.10536478 +so southmid 1000m year 0.10496954 so antarctic 10m MAM 0.39930677 so antarctic 10m JJA 0.25093055 so antarctic 10m SON 0.18776204 so antarctic 10m DJF 0.39889714 +so antarctic 10m year 0.29517514 so antarctic 100m MAM 0.26525322 so antarctic 100m JJA 0.3318924 so antarctic 100m SON 0.33600274 so antarctic 100m DJF 0.29300168 +so antarctic 100m year 0.30462807 so antarctic 1000m MAM 0.12172252 so antarctic 1000m JJA 0.121855624 so antarctic 1000m SON 0.12355906 so antarctic 1000m DJF 0.124758564 +so antarctic 1000m year 0.12297404 diff --git a/eval/ERA5/GFDL-CM4.csv b/eval/ERA5/GFDL-CM4.csv index 686223d..baa74cf 100644 --- a/eval/ERA5/GFDL-CM4.csv +++ b/eval/ERA5/GFDL-CM4.csv @@ -3,1495 +3,1869 @@ siconc Atlantic_Basin surface MAM 17.827444603061828 siconc Atlantic_Basin surface JJA 15.828937121456198 siconc Atlantic_Basin surface SON 13.748839949609986 siconc Atlantic_Basin surface DJF 18.44645118637481 +siconc Atlantic_Basin surface year 14.668065967163477 siconc Pacific_Basin surface MAM 8.640556132898325 siconc Pacific_Basin surface JJA 2.486582718942701 siconc Pacific_Basin surface SON 4.554921118566959 siconc Pacific_Basin surface DJF 10.659771217910349 +siconc Pacific_Basin surface year 8.902519685516728 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 3.253176969376458 siconc Arctic_Basin surface JJA 8.542004178608288 siconc Arctic_Basin surface SON 5.3556926137432725 siconc Arctic_Basin surface DJF 4.886401282670914 +siconc Arctic_Basin surface year 3.7982570436083214 siconc Southern_Ocean_Basin surface MAM 21.32401937633747 siconc Southern_Ocean_Basin surface JJA 7.009896506995615 siconc Southern_Ocean_Basin surface SON 10.026566341130003 siconc Southern_Ocean_Basin surface DJF 15.523903788837423 +siconc Southern_Ocean_Basin surface year 9.790836473908618 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 3.4924198913574287 siconc Asia surface JJA 15.350578918457032 siconc Asia surface SON 8.072432174682614 siconc Asia surface DJF 2.379022521972651 +siconc Asia surface year 5.951829223632814 siconc North_America surface MAM 6.6480180358886685 siconc North_America surface JJA 26.73725601196289 siconc North_America surface SON 15.53149688720703 siconc North_America surface DJF 5.1822720336914045 +siconc North_America surface year 12.226304168701176 siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM nan siconc Antarctica surface JJA nan siconc Antarctica surface SON nan siconc Antarctica surface DJF nan +siconc Antarctica surface year nan siconc glob surface MAM 11.705799038759418 siconc glob surface JJA 8.41962786068594 siconc glob surface SON 8.20879266122111 siconc glob surface DJF 10.811150218571408 +siconc glob surface year 7.805605469301143 siconc arctic surface MAM 5.881084939170424 siconc arctic surface JJA 9.566415125981024 siconc arctic surface SON 6.617080827178582 siconc arctic surface DJF 7.458371354820995 +siconc arctic surface year 5.804257645946507 siconc northmid surface MAM 9.453398729838707 siconc northmid surface JJA 7.786411189148241 siconc northmid surface SON 5.263090031391586 siconc northmid surface DJF 10.147167223904516 +siconc northmid surface year 9.359384966471454 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.003517057068691 siconc southmid surface JJA 5.984365259230155 siconc southmid surface SON 14.624371060606977 siconc southmid surface DJF 3.8353286307919165 +siconc southmid surface year 4.823173591178669 siconc antarctic surface MAM 22.580103350776923 siconc antarctic surface JJA 6.881961378130112 siconc antarctic surface SON 8.434326687591266 siconc antarctic surface DJF 17.467544851238006 +siconc antarctic surface year 11.513726672069492 tas Atlantic_Basin surface MAM 1.5449644 tas Atlantic_Basin surface JJA 1.0980889 tas Atlantic_Basin surface SON 1.1669767 tas Atlantic_Basin surface DJF 1.8765665 +tas Atlantic_Basin surface year 1.3578651 tas Pacific_Basin surface MAM 0.82279915 tas Pacific_Basin surface JJA 0.88595885 tas Pacific_Basin surface SON 0.9823997 tas Pacific_Basin surface DJF 0.9239147 +tas Pacific_Basin surface year 0.8519872 tas Indian_Basin surface MAM 0.6024795 tas Indian_Basin surface JJA 0.96009856 tas Indian_Basin surface SON 0.87145704 tas Indian_Basin surface DJF 0.8145973 +tas Indian_Basin surface year 0.7660486 tas Arctic_Basin surface MAM 3.9382648 tas Arctic_Basin surface JJA 1.1967179 tas Arctic_Basin surface SON 2.343741 tas Arctic_Basin surface DJF 6.1421456 +tas Arctic_Basin surface year 3.364266 tas Southern_Ocean_Basin surface MAM 1.0936091 tas Southern_Ocean_Basin surface JJA 1.19136 tas Southern_Ocean_Basin surface SON 1.1025764 tas Southern_Ocean_Basin surface DJF 0.61986053 +tas Southern_Ocean_Basin surface year 0.7420418 tas Mediterranean_Basin surface MAM 1.285298 tas Mediterranean_Basin surface JJA 0.4551283 tas 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44.7005 +zg Mediterranean_Basin 500hPa year 33.055622 zg Asia 500hPa MAM 32.8611 zg Asia 500hPa JJA 19.752508 zg Asia 500hPa SON 25.345284 zg Asia 500hPa DJF 36.4491 +zg Asia 500hPa year 27.887333 zg North_America 500hPa MAM 29.503187 zg North_America 500hPa JJA 16.991657 zg North_America 500hPa SON 19.78259 zg North_America 500hPa DJF 27.348629 +zg North_America 500hPa year 22.745785 zg Europe 500hPa MAM 35.950287 zg Europe 500hPa JJA 23.38564 zg Europe 500hPa SON 19.059967 zg Europe 500hPa DJF 62.377922 +zg Europe 500hPa year 35.193455 zg Africa 500hPa MAM 23.37246 zg Africa 500hPa JJA 11.762593 zg Africa 500hPa SON 14.047698 zg Africa 500hPa DJF 22.471798 +zg Africa 500hPa year 17.764357 zg South_America 500hPa MAM 18.5123 zg South_America 500hPa JJA 19.518726 zg South_America 500hPa SON 15.568872 zg South_America 500hPa DJF 17.438547 +zg South_America 500hPa year 17.75961 zg Oceania 500hPa MAM 30.736328 zg Oceania 500hPa JJA 61.852318 zg Oceania 500hPa SON 37.843838 zg Oceania 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Mediterranean_Basin surface DJF 0.10090883 +tos Mediterranean_Basin surface year 0.18833083 tos Asia surface MAM 0.062304445 tos Asia surface JJA 0.243034 tos Asia surface SON 0.48722923 tos Asia surface DJF 0.06293854 +tos Asia surface year 0.15125507 tos North_America surface MAM 0.17570066 tos North_America surface JJA 0.49627948 tos North_America surface SON 0.3362743 tos North_America surface DJF 0.034476597 +tos North_America surface year 0.25040472 tos Europe surface MAM nan tos Europe surface JJA nan tos Europe surface SON nan tos Europe surface DJF nan +tos Europe surface year nan tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM nan tos South_America surface JJA nan tos South_America surface SON nan tos South_America surface DJF nan +tos South_America surface year nan tos Oceania surface MAM nan tos Oceania surface JJA nan tos Oceania surface SON nan tos 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DJF 0.18144988 +tos tropics surface year 0.17288525 tos innertropics surface MAM 0.21284042 tos innertropics surface JJA 0.16090105 tos innertropics surface SON 0.17826241 tos innertropics surface DJF 0.16350368 +tos innertropics surface year 0.15555444 tos nino34 surface MAM 0.33306837 tos nino34 surface JJA 0.36938563 tos nino34 surface SON 0.30423164 tos nino34 surface DJF 0.17187029 +tos nino34 surface year 0.28371748 tos southmid surface MAM 0.19725737 tos southmid surface JJA 0.1312987 tos southmid surface SON 0.1474586 tos southmid surface DJF 0.26253292 +tos southmid surface year 0.14352283 tos antarctic surface MAM 0.24811001 tos antarctic surface JJA 0.12047841 tos antarctic surface SON 0.1415637 tos antarctic surface DJF 0.6612291 +tos antarctic surface year 0.19176172 thetao Atlantic_Basin 10m MAM 1.2111108 thetao Atlantic_Basin 10m JJA 1.250963 thetao Atlantic_Basin 10m SON 1.1512423 thetao Atlantic_Basin 10m DJF 1.1769279 +thetao Atlantic_Basin 10m year 1.1207143 thetao Atlantic_Basin 100m MAM 1.7837756 thetao Atlantic_Basin 100m JJA 1.7697777 thetao Atlantic_Basin 100m SON 1.7902213 thetao Atlantic_Basin 100m DJF 1.7765297 +thetao Atlantic_Basin 100m year 1.7460423 thetao Atlantic_Basin 1000m MAM 1.0133187 thetao Atlantic_Basin 1000m JJA 1.0175357 thetao Atlantic_Basin 1000m SON 1.0151536 thetao Atlantic_Basin 1000m DJF 0.9975325 +thetao Atlantic_Basin 1000m year 1.0099895 thetao Pacific_Basin 10m MAM 0.85408616 thetao Pacific_Basin 10m JJA 0.9536824 thetao Pacific_Basin 10m SON 0.98762864 thetao Pacific_Basin 10m DJF 0.86656386 +thetao Pacific_Basin 10m year 0.8578392 thetao Pacific_Basin 100m MAM 1.3978093 thetao Pacific_Basin 100m JJA 1.3932791 thetao Pacific_Basin 100m SON 1.5146954 thetao Pacific_Basin 100m DJF 1.3983146 +thetao Pacific_Basin 100m year 1.405166 thetao Pacific_Basin 1000m MAM 0.44917354 thetao Pacific_Basin 1000m JJA 0.45389652 thetao Pacific_Basin 1000m SON 0.45279896 thetao Pacific_Basin 1000m DJF 0.45081794 +thetao Pacific_Basin 1000m year 0.45127237 thetao Indian_Basin 10m MAM 0.7079319 thetao Indian_Basin 10m JJA 1.0416993 thetao Indian_Basin 10m SON 0.9436911 thetao Indian_Basin 10m DJF 0.78593254 +thetao Indian_Basin 10m year 0.8422671 thetao Indian_Basin 100m MAM 1.1807576 thetao Indian_Basin 100m JJA 1.2274871 thetao Indian_Basin 100m SON 1.3298196 thetao Indian_Basin 100m DJF 1.4048965 +thetao Indian_Basin 100m year 1.2184125 thetao Indian_Basin 1000m MAM 0.60092366 thetao Indian_Basin 1000m JJA 0.5987458 thetao Indian_Basin 1000m SON 0.594148 thetao Indian_Basin 1000m DJF 0.5891835 +thetao Indian_Basin 1000m year 0.5917365 thetao Arctic_Basin 10m MAM 0.4571419 thetao Arctic_Basin 10m JJA 0.49609157 thetao Arctic_Basin 10m SON 0.39530686 thetao Arctic_Basin 10m DJF 0.50539553 +thetao Arctic_Basin 10m year 0.41556233 thetao Arctic_Basin 100m MAM 0.32012203 thetao Arctic_Basin 100m JJA 0.3471189 thetao Arctic_Basin 100m SON 0.3495769 thetao Arctic_Basin 100m DJF 0.3703174 +thetao Arctic_Basin 100m year 0.32882714 thetao Arctic_Basin 1000m MAM 1.2601856 thetao Arctic_Basin 1000m JJA 1.2768302 thetao Arctic_Basin 1000m SON 1.2671984 thetao Arctic_Basin 1000m DJF 1.2562003 +thetao Arctic_Basin 1000m year 1.2651037 thetao Southern_Ocean_Basin 10m MAM 0.6381068 thetao Southern_Ocean_Basin 10m JJA 0.67667884 thetao Southern_Ocean_Basin 10m SON 0.6686958 thetao Southern_Ocean_Basin 10m DJF 0.71095186 +thetao Southern_Ocean_Basin 10m year 0.5752454 thetao Southern_Ocean_Basin 100m MAM 0.7486494 thetao Southern_Ocean_Basin 100m JJA 0.6603644 thetao Southern_Ocean_Basin 100m SON 0.67398995 thetao Southern_Ocean_Basin 100m DJF 0.7434193 +thetao Southern_Ocean_Basin 100m year 0.68612945 thetao Southern_Ocean_Basin 1000m MAM 0.32559824 thetao Southern_Ocean_Basin 1000m JJA 0.32052216 thetao Southern_Ocean_Basin 1000m SON 0.3209815 thetao Southern_Ocean_Basin 1000m DJF 0.32422227 +thetao Southern_Ocean_Basin 1000m year 0.32055613 thetao Mediterranean_Basin 10m MAM 1.0056014 thetao Mediterranean_Basin 10m JJA 0.7184553 thetao Mediterranean_Basin 10m SON 1.1756117 thetao Mediterranean_Basin 10m DJF 1.2431444 +thetao Mediterranean_Basin 10m year 1.0302433 thetao Mediterranean_Basin 100m MAM 0.79675615 thetao Mediterranean_Basin 100m JJA 0.8487042 thetao Mediterranean_Basin 100m SON 0.91303253 thetao Mediterranean_Basin 100m DJF 0.841189 +thetao Mediterranean_Basin 100m year 0.8434739 thetao Mediterranean_Basin 1000m MAM 0.13446304 thetao Mediterranean_Basin 1000m JJA 0.12968692 thetao Mediterranean_Basin 1000m SON 0.12957513 thetao Mediterranean_Basin 1000m DJF 0.13609564 +thetao Mediterranean_Basin 1000m year 0.13245171 thetao Asia 10m MAM 0.7679988 thetao Asia 10m JJA 0.7734266 thetao Asia 10m SON 0.11668479 thetao Asia 10m DJF 0.9270364 +thetao Asia 10m year 0.21276923 thetao Asia 100m MAM nan thetao Asia 100m JJA nan thetao Asia 100m SON nan thetao Asia 100m DJF nan +thetao Asia 100m year nan thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.5821698 thetao North_America 10m JJA 1.5686616 thetao North_America 10m SON 0.5137708 thetao North_America 10m DJF 1.1909264 +thetao North_America 10m year 0.933191 thetao North_America 100m MAM 2.0159016 thetao North_America 100m JJA 0.6378992 thetao North_America 100m SON 0.5048418 thetao North_America 100m DJF 0.2916586 +thetao North_America 100m year 0.7095359 thetao North_America 1000m MAM nan thetao North_America 1000m JJA nan thetao North_America 1000m SON nan thetao North_America 1000m DJF nan +thetao North_America 1000m year nan thetao Europe 10m MAM 2.267033 thetao Europe 10m JJA 1.5635929 thetao Europe 10m SON 2.0948346 thetao Europe 10m DJF 3.0369115 +thetao Europe 10m year 2.2405891 thetao Europe 100m MAM 1.9513708 thetao Europe 100m JJA 0.6011032 thetao Europe 100m SON 0.40131152 thetao Europe 100m DJF 3.1398776 +thetao Europe 100m year 1.5234311 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM nan thetao South_America 10m JJA nan thetao South_America 10m SON nan thetao South_America 10m DJF nan +thetao South_America 10m year nan thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM nan thetao Australia 10m JJA nan thetao Australia 10m SON nan thetao Australia 10m DJF nan +thetao Australia 10m year nan thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM nan thetao Antarctica 10m JJA nan thetao Antarctica 10m SON nan thetao Antarctica 10m DJF nan +thetao Antarctica 10m year nan thetao Antarctica 100m MAM nan thetao Antarctica 100m JJA nan thetao Antarctica 100m SON nan thetao Antarctica 100m DJF nan +thetao Antarctica 100m year nan thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 0.8024702 thetao glob 10m JJA 0.88594395 thetao glob 10m SON 0.85693955 thetao glob 10m DJF 0.83557314 +thetao glob 10m year 0.77694243 thetao glob 100m MAM 1.1450933 thetao glob 100m JJA 1.1225655 thetao glob 100m SON 1.1800333 thetao glob 100m DJF 1.1699901 +thetao glob 100m year 1.1268605 thetao glob 1000m MAM 0.5913377 thetao glob 1000m JJA 0.5931944 thetao glob 1000m SON 0.5912769 thetao glob 1000m DJF 0.5873324 +thetao glob 1000m year 0.58939433 thetao arctic 10m MAM 0.7718683 thetao arctic 10m JJA 0.7575946 thetao arctic 10m SON 0.59723574 thetao arctic 10m DJF 0.7310473 +thetao arctic 10m year 0.63889116 thetao arctic 100m MAM 0.57328343 thetao arctic 100m JJA 0.5397407 thetao arctic 100m SON 0.55457807 thetao arctic 100m DJF 0.5274762 +thetao arctic 100m year 0.50581837 thetao arctic 1000m MAM 1.3621618 thetao arctic 1000m JJA 1.3793474 thetao arctic 1000m SON 1.3681247 thetao arctic 1000m DJF 1.3574394 +thetao arctic 1000m year 1.3667685 thetao northmid 10m MAM 1.1194224 thetao northmid 10m JJA 1.0249044 thetao northmid 10m SON 1.2047362 thetao northmid 10m DJF 1.1985158 +thetao northmid 10m year 1.046577 thetao northmid 100m MAM 1.0766647 thetao northmid 100m JJA 1.1521266 thetao northmid 100m SON 1.2162448 thetao northmid 100m DJF 1.1347975 +thetao northmid 100m year 1.1264585 thetao northmid 1000m MAM 0.6126862 thetao northmid 1000m JJA 0.6147216 thetao northmid 1000m SON 0.6187976 thetao northmid 1000m DJF 0.61391515 +thetao northmid 1000m year 0.614193 thetao tropics 10m MAM 0.7646185 thetao tropics 10m JJA 0.928077 thetao tropics 10m SON 0.8976715 thetao tropics 10m DJF 0.8329932 +thetao tropics 10m year 0.80894434 thetao tropics 100m MAM 1.5718284 thetao tropics 100m JJA 1.6120573 thetao tropics 100m SON 1.7216092 thetao tropics 100m DJF 1.6593547 +thetao tropics 100m year 1.6068851 thetao tropics 1000m MAM 0.591872 thetao tropics 1000m JJA 0.5963343 thetao tropics 1000m SON 0.59207755 thetao tropics 1000m DJF 0.58677894 +thetao tropics 1000m year 0.59089184 thetao innertropics 10m MAM 0.57186574 thetao innertropics 10m JJA 0.7797839 thetao innertropics 10m SON 0.78965557 thetao innertropics 10m DJF 0.6690015 +thetao innertropics 10m year 0.6479782 thetao innertropics 100m MAM 1.5487801 thetao innertropics 100m JJA 1.6805826 thetao innertropics 100m SON 1.8457704 thetao innertropics 100m DJF 1.7060825 +thetao innertropics 100m year 1.6385767 thetao innertropics 1000m MAM 0.52157557 thetao innertropics 1000m JJA 0.52233297 thetao innertropics 1000m SON 0.52127236 thetao innertropics 1000m DJF 0.51639867 +thetao innertropics 1000m year 0.5200142 thetao nino34 10m MAM 0.6711768 thetao nino34 10m JJA 0.9458054 thetao nino34 10m SON 1.4819843 thetao nino34 10m DJF 0.5589139 +thetao nino34 10m year 0.90973604 thetao nino34 100m MAM 2.0330136 thetao nino34 100m JJA 2.2691138 thetao nino34 100m SON 3.6075842 thetao nino34 100m DJF 2.3325562 +thetao nino34 100m year 2.5580516 thetao nino34 1000m MAM 0.39708468 thetao nino34 1000m JJA 0.39803088 thetao nino34 1000m SON 0.4156304 thetao nino34 1000m DJF 0.3437678 +thetao nino34 1000m year 0.38862813 thetao southmid 10m MAM 0.8248581 thetao southmid 10m JJA 0.99460685 thetao southmid 10m SON 0.9619397 thetao southmid 10m DJF 0.75172913 +thetao southmid 10m year 0.8533352 thetao southmid 100m MAM 1.1028708 thetao southmid 100m JJA 0.9578225 thetao southmid 100m SON 1.0001987 thetao southmid 100m DJF 1.0950359 +thetao southmid 100m year 1.0228132 thetao southmid 1000m MAM 0.36348805 thetao southmid 1000m JJA 0.35805792 thetao southmid 1000m SON 0.36159977 thetao southmid 1000m DJF 0.3603324 +thetao southmid 1000m year 0.3576105 thetao antarctic 10m MAM 0.44450712 thetao antarctic 10m JJA 0.40776068 thetao antarctic 10m SON 0.35428742 thetao antarctic 10m DJF 0.6834718 +thetao antarctic 10m year 0.25404996 thetao antarctic 100m MAM 0.46121213 thetao antarctic 100m JJA 0.42265183 thetao antarctic 100m SON 0.38938913 thetao antarctic 100m DJF 0.4017135 +thetao antarctic 100m year 0.39502093 thetao antarctic 1000m MAM 0.33562475 thetao antarctic 1000m JJA 0.32762536 thetao antarctic 1000m SON 0.3312561 thetao antarctic 1000m DJF 0.3363019 +thetao antarctic 1000m year 0.3322356 so Atlantic_Basin 10m MAM 0.61724377 so Atlantic_Basin 10m JJA 0.63991904 so Atlantic_Basin 10m SON 0.5916875 so Atlantic_Basin 10m DJF 0.5880915 +so Atlantic_Basin 10m year 0.59475076 so Atlantic_Basin 100m MAM 0.393444 so Atlantic_Basin 100m JJA 0.39175427 so Atlantic_Basin 100m SON 0.39155266 so Atlantic_Basin 100m DJF 0.39682433 +so Atlantic_Basin 100m year 0.39127195 so Atlantic_Basin 1000m MAM 0.18918152 so Atlantic_Basin 1000m JJA 0.18859126 so Atlantic_Basin 1000m SON 0.18766315 so Atlantic_Basin 1000m DJF 0.1875944 +so Atlantic_Basin 1000m year 0.18809849 so Pacific_Basin 10m MAM 0.2635286 so Pacific_Basin 10m JJA 0.25739878 so Pacific_Basin 10m SON 0.24502866 so Pacific_Basin 10m DJF 0.23982069 +so Pacific_Basin 10m year 0.23979388 so Pacific_Basin 100m MAM 0.17113383 so Pacific_Basin 100m JJA 0.1675267 so Pacific_Basin 100m SON 0.16953117 so Pacific_Basin 100m DJF 0.17034793 +so Pacific_Basin 100m year 0.16693488 so Pacific_Basin 1000m MAM 0.08506471 so Pacific_Basin 1000m JJA 0.08487854 so Pacific_Basin 1000m SON 0.08518797 so Pacific_Basin 1000m DJF 0.085286565 +so Pacific_Basin 1000m year 0.08507009 so Indian_Basin 10m MAM 0.3474207 so Indian_Basin 10m JJA 0.3225 so Indian_Basin 10m SON 0.33799762 so Indian_Basin 10m DJF 0.35031053 +so Indian_Basin 10m year 0.33095992 so Indian_Basin 100m MAM 0.25464994 so Indian_Basin 100m JJA 0.2606549 so Indian_Basin 100m SON 0.27584022 so Indian_Basin 100m DJF 0.26963967 +so Indian_Basin 100m year 0.26379308 so Indian_Basin 1000m MAM 0.081801616 so Indian_Basin 1000m JJA 0.08251304 so Indian_Basin 1000m SON 0.080792814 so Indian_Basin 1000m DJF 0.08176677 +so Indian_Basin 1000m year 0.08137939 so Arctic_Basin 10m MAM 1.7203584 so Arctic_Basin 10m JJA 1.5436357 so Arctic_Basin 10m SON 1.5171949 so Arctic_Basin 10m DJF 1.8167385 +so Arctic_Basin 10m year 1.5925176 so Arctic_Basin 100m MAM 0.34632573 so Arctic_Basin 100m JJA 0.3363213 so Arctic_Basin 100m SON 0.3688923 so Arctic_Basin 100m DJF 0.35213897 +so Arctic_Basin 100m year 0.34582973 so Arctic_Basin 1000m MAM 0.012557344 so Arctic_Basin 1000m JJA 0.011103106 so Arctic_Basin 1000m SON 0.009295751 so Arctic_Basin 1000m DJF 0.016183695 +so Arctic_Basin 1000m year 0.011549988 so Southern_Ocean_Basin 10m MAM 0.13767198 so Southern_Ocean_Basin 10m JJA 0.13049622 so Southern_Ocean_Basin 10m SON 0.13453643 so Southern_Ocean_Basin 10m DJF 0.15073456 +so Southern_Ocean_Basin 10m year 0.12725644 so Southern_Ocean_Basin 100m MAM 0.10016144 so Southern_Ocean_Basin 100m JJA 0.10622952 so Southern_Ocean_Basin 100m SON 0.106507376 so Southern_Ocean_Basin 100m DJF 0.100951165 +so Southern_Ocean_Basin 100m year 0.100342736 so Southern_Ocean_Basin 1000m MAM 0.055865977 so Southern_Ocean_Basin 1000m JJA 0.056334507 so Southern_Ocean_Basin 1000m SON 0.056280732 so Southern_Ocean_Basin 1000m DJF 0.055883773 +so Southern_Ocean_Basin 1000m year 0.05582586 so Mediterranean_Basin 10m MAM 0.77392083 so Mediterranean_Basin 10m JJA 0.7020932 so Mediterranean_Basin 10m SON 0.7314602 so Mediterranean_Basin 10m DJF 0.7757319 +so Mediterranean_Basin 10m year 0.7450128 so Mediterranean_Basin 100m MAM 0.90978026 so Mediterranean_Basin 100m JJA 0.91462946 so Mediterranean_Basin 100m SON 0.94442034 so Mediterranean_Basin 100m DJF 0.9161797 +so Mediterranean_Basin 100m year 0.92125285 so Mediterranean_Basin 1000m MAM 0.64511293 so Mediterranean_Basin 1000m JJA 0.6536648 so Mediterranean_Basin 1000m SON 0.6447266 so Mediterranean_Basin 1000m DJF 0.6389606 +so Mediterranean_Basin 1000m year 0.64561594 so Asia 10m MAM 2.0666943 so Asia 10m JJA 1.0211058 so Asia 10m SON 1.9125681 so Asia 10m DJF 1.7496595 +so Asia 10m year 1.4375391 so Asia 100m MAM nan so Asia 100m JJA nan so Asia 100m SON nan so Asia 100m DJF nan +so Asia 100m year nan so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 2.014708 so North_America 10m JJA 2.0511515 so North_America 10m SON 1.8738142 so North_America 10m DJF 2.1702042 +so North_America 10m year 1.8573476 so North_America 100m MAM 0.4992714 so North_America 100m JJA 0.49062982 so North_America 100m SON 0.51141614 so North_America 100m DJF 0.4678332 +so North_America 100m year 0.49228796 so North_America 1000m MAM nan so North_America 1000m JJA nan so North_America 1000m SON nan so North_America 1000m DJF nan +so North_America 1000m year nan so Europe 10m MAM 0.9096737 so Europe 10m JJA 1.1093559 so Europe 10m SON 0.752408 so Europe 10m DJF 1.3923016 +so Europe 10m year 0.2890625 so Europe 100m MAM 0.261837 so Europe 100m JJA 0.12512207 so Europe 100m SON 0.23771286 so Europe 100m DJF 0.49736786 +so Europe 100m year 0.28050995 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM nan so South_America 10m JJA nan so South_America 10m SON nan so South_America 10m DJF nan +so South_America 10m year nan so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM nan so Australia 10m JJA nan so Australia 10m SON nan so Australia 10m DJF nan +so Australia 10m year nan so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM nan so Antarctica 10m JJA nan so Antarctica 10m SON nan so Antarctica 10m DJF nan +so Antarctica 10m year nan so Antarctica 100m MAM nan so Antarctica 100m JJA nan so Antarctica 100m SON nan so Antarctica 100m DJF nan +so Antarctica 100m year nan so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.47969183 so glob 10m JJA 0.4566043 so glob 10m SON 0.44316682 so glob 10m DJF 0.4814177 +so glob 10m year 0.44802728 so glob 100m MAM 0.2250036 so glob 100m JJA 0.22509958 so glob 100m SON 0.23067614 so glob 100m DJF 0.22769769 +so glob 100m year 0.2243045 so glob 1000m MAM 0.09220857 so glob 1000m JJA 0.0921674 so glob 1000m SON 0.09171741 so glob 1000m DJF 0.09227654 +so glob 1000m year 0.09187626 so arctic 10m MAM 1.5597203 so arctic 10m JJA 1.4383157 so arctic 10m SON 1.4079964 so arctic 10m DJF 1.6573315 +so arctic 10m year 1.4629109 so arctic 100m MAM 0.39443028 so arctic 100m JJA 0.38637745 so arctic 100m SON 0.41527268 so arctic 100m DJF 0.39944023 +so arctic 100m year 0.39385572 so arctic 1000m MAM 0.028255574 so arctic 1000m JJA 0.027318856 so arctic 1000m SON 0.02579001 so arctic 1000m DJF 0.030962672 +so arctic 1000m year 0.027447935 so northmid 10m MAM 0.44758198 so northmid 10m JJA 0.45816106 so northmid 10m SON 0.46835744 so northmid 10m DJF 0.45808625 +so northmid 10m year 0.4505594 so northmid 100m MAM 0.28239706 so northmid 100m JJA 0.2822924 so northmid 100m SON 0.28269 so northmid 100m DJF 0.27961338 +so northmid 100m year 0.27989313 so northmid 1000m MAM 0.21136527 so northmid 1000m JJA 0.21130885 so northmid 1000m SON 0.21138553 so northmid 1000m DJF 0.20953774 +so northmid 1000m year 0.21085322 so tropics 10m MAM 0.36409023 so tropics 10m JJA 0.35394287 so tropics 10m SON 0.32356423 so tropics 10m DJF 0.3175145 +so tropics 10m year 0.32720622 so tropics 100m MAM 0.23962066 so tropics 100m JJA 0.24037892 so tropics 100m SON 0.24412645 so tropics 100m DJF 0.24509065 +so tropics 100m year 0.23993199 so tropics 1000m MAM 0.10784473 so tropics 1000m JJA 0.107528254 so tropics 1000m SON 0.106463075 so tropics 1000m DJF 0.10748346 +so tropics 1000m year 0.10726916 so innertropics 10m MAM 0.42260537 so innertropics 10m JJA 0.39097968 so innertropics 10m SON 0.3512959 so innertropics 10m DJF 0.3446221 +so innertropics 10m year 0.359368 so innertropics 100m MAM 0.27552414 so innertropics 100m JJA 0.2712868 so innertropics 100m SON 0.27533063 so innertropics 100m DJF 0.27578798 +so innertropics 100m year 0.27184775 so innertropics 1000m MAM 0.07805707 so innertropics 1000m JJA 0.07757932 so innertropics 1000m SON 0.07635993 so innertropics 1000m DJF 0.07678218 +so innertropics 1000m year 0.07709685 so nino34 10m MAM 0.24640669 so nino34 10m JJA 0.27846307 so nino34 10m SON 0.19968249 so nino34 10m DJF 0.17950757 +so nino34 10m year 0.22557805 so nino34 100m MAM 0.15921637 so nino34 100m JJA 0.16806303 so nino34 100m SON 0.13290896 so nino34 100m DJF 0.13067614 +so nino34 100m year 0.13827775 so nino34 1000m MAM 0.0708595 so nino34 1000m JJA 0.072571434 so nino34 1000m SON 0.07013639 so nino34 1000m DJF 0.07014141 +so nino34 1000m year 0.070927046 so southmid 10m MAM 0.15851925 so southmid 10m JJA 0.15404944 so southmid 10m SON 0.15665002 so southmid 10m DJF 0.16007152 +so southmid 10m year 0.15395655 so southmid 100m MAM 0.14378513 so southmid 100m JJA 0.14335687 so southmid 100m SON 0.14781956 so southmid 100m DJF 0.14883035 +so southmid 100m year 0.14333406 so southmid 1000m MAM 0.06053305 so southmid 1000m JJA 0.06143711 so southmid 1000m SON 0.06204091 so southmid 1000m DJF 0.06153361 +so southmid 1000m year 0.06106364 so antarctic 10m MAM 0.16589499 so antarctic 10m JJA 0.14707778 so antarctic 10m SON 0.14489721 so antarctic 10m DJF 0.19518131 +so antarctic 10m year 0.13537379 so antarctic 100m MAM 0.09398441 so antarctic 100m JJA 0.10475397 so antarctic 100m SON 0.09688175 so antarctic 100m DJF 0.08293367 +so antarctic 100m year 0.090889595 so antarctic 1000m MAM 0.02399252 so antarctic 1000m JJA 0.02348465 so antarctic 1000m SON 0.023002198 so antarctic 1000m DJF 0.022937099 +so antarctic 1000m year 0.022954736 diff --git a/eval/ERA5/GISS-E2-1-G.csv b/eval/ERA5/GISS-E2-1-G.csv index 4e320d1..5b8faab 100644 --- a/eval/ERA5/GISS-E2-1-G.csv +++ b/eval/ERA5/GISS-E2-1-G.csv @@ -3,1495 +3,1869 @@ tas Atlantic_Basin surface MAM 1.9053091 tas Atlantic_Basin surface JJA 1.6673176 tas Atlantic_Basin surface SON 2.0621972 tas Atlantic_Basin surface DJF 2.69561 +tas Atlantic_Basin surface year 2.0193872 tas Pacific_Basin surface MAM 1.2154939 tas Pacific_Basin surface JJA 1.3115215 tas Pacific_Basin surface SON 1.417859 tas Pacific_Basin surface DJF 1.4032397 +tas Pacific_Basin surface year 1.2540898 tas Indian_Basin surface MAM 0.8152871 tas Indian_Basin surface JJA 0.66563 tas Indian_Basin surface SON 0.4852813 tas Indian_Basin surface DJF 0.6587822 +tas Indian_Basin surface year 0.6069613 tas Arctic_Basin surface MAM 5.5425677 tas Arctic_Basin surface JJA 2.2842798 tas Arctic_Basin surface SON 7.3278537 tas Arctic_Basin surface DJF 9.846876 +tas Arctic_Basin surface year 6.2347355 tas Southern_Ocean_Basin surface MAM 1.5111529 tas Southern_Ocean_Basin surface JJA 1.2328218 tas Southern_Ocean_Basin surface SON 1.0097355 tas Southern_Ocean_Basin surface DJF 0.97870916 +tas Southern_Ocean_Basin surface year 1.0490327 tas Mediterranean_Basin surface MAM 0.7586566 tas Mediterranean_Basin surface JJA 1.2136257 tas Mediterranean_Basin surface SON 2.0052614 tas Mediterranean_Basin surface DJF 1.2148143 +tas Mediterranean_Basin surface year 1.1835301 tas Asia surface MAM 3.1871243 tas Asia surface JJA 3.503541 tas Asia surface SON 2.157364 tas Asia surface DJF 2.678058 +tas Asia surface year 2.2213738 tas North_America surface MAM 2.164056 tas North_America surface JJA 2.9918249 tas North_America surface SON 2.7288878 tas North_America surface DJF 3.7187934 +tas North_America surface year 2.7038436 tas Europe surface MAM 4.205922 tas Europe surface JJA 2.9317348 tas Europe surface SON 2.2558577 tas Europe surface DJF 3.0114183 +tas Europe surface year 2.8977985 tas Africa surface MAM 1.3371736 tas Africa surface JJA 1.6268326 tas Africa surface SON 1.3619273 tas Africa surface DJF 1.5814475 +tas Africa surface year 1.3430287 tas South_America surface MAM 1.9730564 tas South_America surface JJA 2.3831425 tas South_America surface SON 2.3896255 tas South_America surface DJF 1.894463 +tas South_America surface year 2.0494275 tas Oceania surface MAM 2.5719132 tas Oceania surface JJA 2.9379883 tas Oceania surface SON 1.9789262 tas Oceania surface DJF 1.9088523 +tas Oceania surface year 2.2510793 tas Australia surface MAM 0.80960727 tas Australia surface JJA 0.88352174 tas Australia surface SON 0.8248042 tas Australia surface DJF 0.7739082 +tas Australia surface year 0.6410027 tas Antarctica surface MAM 3.0590494 tas Antarctica surface JJA 5.7666917 tas Antarctica surface SON 4.6569023 tas Antarctica surface DJF 1.4188637 +tas Antarctica surface year 3.3889575 tas glob surface MAM 2.1434774 tas glob surface JJA 2.0821054 tas glob surface SON 2.2698927 tas glob surface DJF 2.4272811 +tas glob surface year 2.060584 tas arctic surface MAM 4.7151265 tas arctic surface JJA 3.1558294 tas arctic surface SON 5.7112403 tas arctic surface DJF 7.897193 +tas arctic surface year 5.236031 tas northmid surface MAM 2.6025865 tas northmid surface JJA 2.5866585 tas northmid surface SON 2.192231 tas northmid surface DJF 2.5430436 +tas northmid surface year 2.148179 tas tropics surface MAM 0.99176514 tas tropics surface JJA 1.0731192 tas tropics surface SON 1.0584 tas tropics surface DJF 1.0645094 +tas tropics surface year 0.96504486 tas innertropics surface MAM 0.8677749 tas innertropics surface JJA 1.0781728 tas innertropics surface SON 1.0262034 tas innertropics surface DJF 0.99658364 +tas innertropics surface year 0.91871446 tas nino34 surface MAM 0.34621125 tas nino34 surface JJA 0.26813966 tas nino34 surface SON 0.42017338 tas nino34 surface DJF 1.050514 +tas nino34 surface year 0.34664002 tas southmid surface MAM 0.9997709 tas southmid surface JJA 0.8231091 tas southmid surface SON 0.8381149 tas southmid surface DJF 0.9956799 +tas southmid surface year 0.85888886 tas antarctic surface MAM 2.7392585 tas antarctic surface JJA 3.9115832 tas antarctic surface SON 3.039471 tas antarctic surface DJF 1.3040235 +tas antarctic surface year 2.4044023 clt Atlantic_Basin surface MAM 15.247242 clt Atlantic_Basin surface JJA 15.056171 clt Atlantic_Basin surface SON 15.312647 clt Atlantic_Basin surface DJF 15.476588 +clt Atlantic_Basin surface year 14.007772 clt Pacific_Basin surface MAM 16.86552 clt Pacific_Basin surface JJA 14.089035 clt Pacific_Basin surface SON 15.356879 clt Pacific_Basin surface DJF 18.123367 +clt Pacific_Basin surface year 15.118337 clt Indian_Basin surface MAM 13.555929 clt Indian_Basin surface JJA 23.280344 clt Indian_Basin surface SON 19.421606 clt Indian_Basin surface DJF 13.518404 +clt Indian_Basin surface year 16.678684 clt Arctic_Basin surface MAM 12.229965 clt Arctic_Basin surface JJA 5.143199 clt Arctic_Basin surface SON 10.688217 clt Arctic_Basin surface DJF 9.759808 +clt Arctic_Basin surface year 8.545448 clt Southern_Ocean_Basin surface MAM 17.605516 clt Southern_Ocean_Basin surface JJA 16.525717 clt Southern_Ocean_Basin surface SON 14.171167 clt Southern_Ocean_Basin surface DJF 16.37011 +clt Southern_Ocean_Basin surface year 15.008312 clt Mediterranean_Basin surface MAM 6.403887 clt Mediterranean_Basin surface JJA 3.8935726 clt Mediterranean_Basin surface SON 4.857765 clt Mediterranean_Basin surface DJF 16.163126 +clt Mediterranean_Basin surface year 6.0442796 clt Asia surface MAM 10.95415 clt Asia surface JJA 7.733003 clt Asia surface SON 8.715399 clt Asia surface DJF 16.959816 +clt Asia surface year 8.925658 clt North_America surface MAM 11.839047 clt North_America surface JJA 9.021162 clt North_America surface SON 9.169528 clt North_America surface DJF 13.093778 +clt North_America surface year 8.653841 clt Europe surface MAM 4.3618345 clt Europe surface JJA 5.2450414 clt Europe surface SON 4.6733494 clt Europe surface DJF 9.287735 +clt Europe surface year 3.929019 clt Africa surface MAM 8.846069 clt Africa surface JJA 9.572371 clt Africa surface SON 9.681344 clt Africa surface DJF 8.269392 +clt Africa surface year 7.0220747 clt South_America surface MAM 10.700544 clt South_America surface JJA 10.832031 clt South_America surface SON 11.868526 clt South_America surface DJF 8.791257 +clt South_America surface year 9.415649 clt Oceania surface MAM 6.7227674 clt Oceania surface JJA 6.073535 clt Oceania surface SON 11.219861 clt Oceania surface DJF 11.436781 +clt Oceania surface year 8.828314 clt Australia surface MAM 7.2437296 clt Australia surface JJA 7.99279 clt Australia surface SON 3.042899 clt Australia surface DJF 6.2930956 +clt Australia surface year 4.8731637 clt Antarctica surface MAM 35.34056 clt Antarctica surface JJA 34.66347 clt Antarctica surface SON 27.803337 clt Antarctica surface DJF 22.716576 +clt Antarctica surface year 29.147526 clt glob surface MAM 15.771897 clt glob surface JJA 14.652385 clt glob surface SON 14.129163 clt glob surface DJF 15.524139 +clt glob surface year 13.738458 clt arctic surface MAM 13.470627 clt arctic surface JJA 6.5657296 clt arctic surface SON 10.562938 clt arctic surface DJF 13.654437 +clt arctic surface year 9.760095 clt northmid surface MAM 10.327909 clt northmid surface JJA 8.233021 clt northmid surface SON 10.898192 clt northmid surface DJF 15.019691 +clt northmid surface year 9.739571 clt tropics surface MAM 13.355278 clt tropics surface JJA 15.129657 clt tropics surface SON 13.737928 clt tropics surface DJF 13.692543 +clt tropics surface year 12.4951105 clt innertropics surface MAM 12.048826 clt innertropics surface JJA 13.023285 clt innertropics surface SON 12.07297 clt innertropics surface DJF 12.098655 +clt innertropics surface year 10.39344 clt nino34 surface MAM 22.77528 clt nino34 surface JJA 19.188639 clt nino34 surface SON 19.597841 clt nino34 surface DJF 20.937506 +clt nino34 surface year 19.866955 clt southmid surface MAM 21.666016 clt southmid surface JJA 21.476583 clt southmid surface SON 20.088121 clt southmid surface DJF 18.471483 +clt southmid surface year 20.34093 clt antarctic surface MAM 22.645245 clt antarctic surface JJA 21.58818 clt antarctic surface SON 15.95627 clt antarctic surface DJF 18.461079 +clt antarctic surface year 17.682423 pr Atlantic_Basin surface MAM 1.0133198e-05 pr Atlantic_Basin surface JJA 9.989963e-06 pr Atlantic_Basin surface SON 7.4059403e-06 pr Atlantic_Basin surface DJF 9.530498e-06 +pr Atlantic_Basin surface year 7.224423e-06 pr Pacific_Basin surface MAM 1.8741997e-05 pr Pacific_Basin surface JJA 1.6863252e-05 pr Pacific_Basin surface SON 1.5660273e-05 pr Pacific_Basin surface DJF 1.6035103e-05 +pr Pacific_Basin surface year 1.4898164e-05 pr Indian_Basin surface MAM 1.2652241e-05 pr Indian_Basin surface JJA 1.0349529e-05 pr Indian_Basin surface SON 1.069568e-05 pr Indian_Basin surface DJF 1.1601823e-05 +pr Indian_Basin surface year 8.939584e-06 pr Arctic_Basin surface MAM 1.9023615e-06 pr Arctic_Basin surface JJA 2.0316327e-06 pr Arctic_Basin surface SON 1.993095e-06 pr Arctic_Basin surface DJF 2.1828223e-06 +pr Arctic_Basin surface year 1.5027938e-06 pr Southern_Ocean_Basin surface MAM 4.904538e-06 pr Southern_Ocean_Basin surface JJA 5.593649e-06 pr Southern_Ocean_Basin surface SON 5.060992e-06 pr Southern_Ocean_Basin surface DJF 2.832335e-06 +pr Southern_Ocean_Basin surface year 3.8533967e-06 pr Mediterranean_Basin surface MAM 4.7870176e-06 pr Mediterranean_Basin surface JJA 2.3865477e-06 pr Mediterranean_Basin surface SON 5.8561936e-06 pr Mediterranean_Basin surface DJF 7.9087995e-06 +pr Mediterranean_Basin surface year 4.794151e-06 pr Asia surface MAM 7.3999263e-06 pr Asia surface JJA 1.27946605e-05 pr Asia surface SON 8.851323e-06 pr Asia surface DJF 5.965476e-06 +pr Asia surface year 7.0753326e-06 pr North_America surface MAM 4.59362e-06 pr North_America surface JJA 5.9513873e-06 pr North_America surface SON 5.60095e-06 pr North_America surface DJF 5.7198313e-06 +pr North_America surface year 4.188338e-06 pr Europe surface MAM 3.3655074e-06 pr Europe surface JJA 5.2430332e-06 pr Europe surface SON 4.4171366e-06 pr Europe surface DJF 6.016609e-06 +pr Europe surface year 3.8503294e-06 pr Africa surface MAM 6.77352e-06 pr Africa surface JJA 1.1511998e-05 pr Africa surface SON 6.2924273e-06 pr Africa surface DJF 7.095783e-06 +pr Africa surface year 6.2220515e-06 pr South_America surface MAM 2.4836712e-05 pr South_America surface JJA 1.8193303e-05 pr South_America surface SON 1.8490027e-05 pr South_America surface DJF 2.1443899e-05 +pr South_America surface year 1.8733697e-05 pr Oceania surface MAM 1.6898462e-05 pr Oceania surface JJA 8.780671e-06 pr Oceania surface SON 9.726271e-06 pr Oceania surface DJF 1.839564e-05 +pr Oceania surface year 1.284506e-05 pr Australia surface MAM 3.070055e-06 pr Australia surface JJA 2.4281069e-06 pr Australia surface SON 2.9718813e-06 pr Australia surface DJF 8.270503e-06 +pr Australia surface year 3.3725714e-06 pr Antarctica surface MAM 2.8048887e-06 pr Antarctica surface JJA 3.304607e-06 pr Antarctica surface SON 2.4031015e-06 pr Antarctica surface DJF 1.8789256e-06 +pr Antarctica surface year 2.0607529e-06 pr glob surface MAM 9.273537e-06 pr glob surface JJA 9.4363595e-06 pr glob surface SON 8.156616e-06 pr glob surface DJF 8.106485e-06 +pr glob surface year 7.3344236e-06 pr arctic surface MAM 2.8574375e-06 pr arctic surface JJA 3.2690289e-06 pr arctic surface SON 3.165706e-06 pr arctic surface DJF 3.33551e-06 +pr arctic surface year 2.5344382e-06 pr northmid surface MAM 5.4250404e-06 pr northmid surface JJA 6.3071307e-06 pr northmid surface SON 6.5472736e-06 pr northmid surface DJF 6.5466847e-06 +pr northmid surface year 4.7430785e-06 pr tropics surface MAM 1.9279472e-05 pr tropics surface JJA 1.8322702e-05 pr tropics surface SON 1.52530065e-05 pr tropics surface DJF 1.6284583e-05 +pr tropics surface year 1.4872126e-05 pr innertropics surface MAM 2.6761958e-05 pr innertropics surface JJA 2.3400526e-05 pr innertropics surface SON 1.887712e-05 pr innertropics surface DJF 2.19993e-05 +pr innertropics surface year 1.937691e-05 pr nino34 surface MAM 2.3665896e-05 pr nino34 surface JJA 1.1327038e-05 pr nino34 surface SON 7.223547e-06 pr nino34 surface DJF 2.8418586e-05 +pr nino34 surface year 1.5162088e-05 pr southmid surface MAM 4.9281994e-06 pr southmid surface JJA 6.5014974e-06 pr southmid surface SON 5.734311e-06 pr southmid surface DJF 4.043339e-06 +pr southmid surface year 4.4480016e-06 pr antarctic surface MAM 3.9162865e-06 pr antarctic surface JJA 4.094535e-06 pr antarctic surface SON 3.204571e-06 pr antarctic surface DJF 2.2702704e-06 +pr antarctic surface year 2.6869445e-06 rlut Atlantic_Basin surface MAM 8.26946 rlut Atlantic_Basin surface JJA 8.661362 rlut Atlantic_Basin surface SON 6.458113 rlut Atlantic_Basin surface DJF 6.9971046 +rlut Atlantic_Basin surface year 5.682132 rlut Pacific_Basin surface MAM 11.980262 rlut Pacific_Basin surface JJA 10.573938 rlut Pacific_Basin surface SON 9.0470085 rlut Pacific_Basin surface DJF 10.493778 +rlut Pacific_Basin surface year 8.5169115 rlut Indian_Basin surface MAM 9.670879 rlut Indian_Basin surface JJA 7.062994 rlut Indian_Basin surface SON 8.304704 rlut Indian_Basin surface DJF 6.7897043 +rlut Indian_Basin surface year 5.661252 rlut Arctic_Basin surface MAM 6.607912 rlut Arctic_Basin surface JJA 6.4717703 rlut Arctic_Basin surface SON 9.88099 rlut Arctic_Basin surface DJF 10.047454 +rlut Arctic_Basin surface year 8.251703 rlut Southern_Ocean_Basin surface MAM 3.088728 rlut Southern_Ocean_Basin surface JJA 4.276348 rlut Southern_Ocean_Basin surface SON 2.8464842 rlut Southern_Ocean_Basin surface DJF 2.5295794 +rlut Southern_Ocean_Basin surface year 2.5789902 rlut Mediterranean_Basin surface MAM 2.3830912 rlut Mediterranean_Basin surface JJA 15.951393 rlut Mediterranean_Basin surface SON 5.6257405 rlut Mediterranean_Basin surface DJF 4.5560784 +rlut Mediterranean_Basin surface year 4.911587 rlut Asia surface MAM 9.123985 rlut Asia surface JJA 12.12846 rlut Asia surface SON 9.156411 rlut Asia surface DJF 4.6440487 +rlut Asia surface year 7.568936 rlut North_America surface MAM 5.4770746 rlut North_America surface JJA 10.352127 rlut North_America surface SON 7.6492605 rlut North_America surface DJF 5.090429 +rlut North_America surface year 7.0183263 rlut Europe surface MAM 8.054739 rlut Europe surface JJA 8.148366 rlut Europe surface SON 3.9736726 rlut Europe surface DJF 4.4544673 +rlut Europe surface year 5.468589 rlut Africa surface MAM 10.757831 rlut Africa surface JJA 12.391059 rlut Africa surface SON 9.706756 rlut Africa surface DJF 8.37354 +rlut Africa surface year 8.492042 rlut South_America surface MAM 16.670353 rlut South_America surface JJA 11.463654 rlut South_America surface SON 13.806782 rlut South_America surface DJF 11.126375 +rlut South_America surface year 12.439237 rlut Oceania surface MAM 4.6871586 rlut Oceania surface JJA 4.810672 rlut Oceania surface SON 4.0879726 rlut Oceania surface DJF 4.4611373 +rlut Oceania surface year 4.2646136 rlut Australia surface MAM 5.6564236 rlut Australia surface JJA 1.7682016 rlut Australia surface SON 4.7091017 rlut Australia surface DJF 12.25192 +rlut Australia surface year 5.6623464 rlut Antarctica surface MAM 2.775281 rlut Antarctica surface JJA 6.3371267 rlut Antarctica surface SON 3.0739121 rlut Antarctica surface DJF 7.038128 +rlut Antarctica surface year 2.493773 rlut glob surface MAM 7.6964574 rlut glob surface JJA 8.266818 rlut glob surface SON 6.9465995 rlut glob surface DJF 7.0014186 +rlut glob surface year 6.1169977 rlut arctic surface MAM 6.583418 rlut arctic surface JJA 8.576905 rlut arctic surface SON 8.785278 rlut arctic surface DJF 7.9390182 +rlut arctic surface year 7.9510207 rlut northmid surface MAM 5.918426 rlut northmid surface JJA 8.842944 rlut northmid surface SON 4.965799 rlut northmid surface DJF 4.191788 +rlut northmid surface year 4.750012 rlut tropics surface MAM 13.517741 rlut tropics surface JJA 11.382665 rlut tropics surface SON 10.902782 rlut tropics surface DJF 11.007464 +rlut tropics surface year 9.255847 rlut innertropics surface MAM 16.619473 rlut innertropics surface JJA 12.451057 rlut innertropics surface SON 12.278396 rlut innertropics surface DJF 14.046444 +rlut innertropics surface year 11.494123 rlut nino34 surface MAM 16.896631 rlut nino34 surface JJA 13.425062 rlut nino34 surface SON 9.518939 rlut nino34 surface DJF 19.888708 +rlut nino34 surface year 13.330636 rlut southmid surface MAM 3.7952242 rlut southmid surface JJA 3.1848507 rlut southmid surface SON 2.9012609 rlut southmid surface DJF 2.8944347 +rlut southmid surface year 2.7422445 rlut antarctic surface MAM 2.7657323 rlut antarctic surface JJA 6.244623 rlut antarctic surface SON 3.2541835 rlut antarctic surface DJF 5.362785 +rlut antarctic surface year 2.7246652 uas Atlantic_Basin surface MAM 0.9453967 uas Atlantic_Basin surface JJA 0.6537448 uas Atlantic_Basin surface SON 0.6145036 uas Atlantic_Basin surface DJF 0.85211915 +uas Atlantic_Basin surface year 0.5817728 uas Pacific_Basin surface MAM 1.0302715 uas Pacific_Basin surface JJA 0.95979345 uas Pacific_Basin surface SON 1.0468043 uas Pacific_Basin surface DJF 1.1159995 +uas Pacific_Basin surface year 0.87189806 uas Indian_Basin surface MAM 0.94744354 uas Indian_Basin surface JJA 0.85414726 uas Indian_Basin surface SON 0.9380287 uas Indian_Basin surface DJF 0.84857404 +uas Indian_Basin surface year 0.71752125 uas Arctic_Basin surface MAM 0.51668936 uas Arctic_Basin surface JJA 0.500822 uas Arctic_Basin surface SON 0.5470565 uas Arctic_Basin surface DJF 0.78294045 +uas Arctic_Basin 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0.099237464 +tos North_America surface year 0.3073486 tos Europe surface MAM 0.49219534 tos Europe surface JJA 0.5777851 tos Europe surface SON 0.6349448 tos Europe surface DJF 0.3431307 +tos Europe surface year 0.48303923 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM 0.15993947 tos South_America surface JJA 0.14515094 tos South_America surface SON 0.019810399 tos South_America surface DJF 0.04603414 +tos South_America surface year 0.09225056 tos Oceania surface MAM 0.115835585 tos Oceania surface JJA 0.08740439 tos Oceania surface SON 0.05099203 tos Oceania surface DJF 0.114341766 +tos Oceania surface year 0.08983505 tos Australia surface MAM 0.1187799 tos Australia surface JJA 0.106776744 tos Australia surface SON 0.16163039 tos Australia surface DJF 0.31137335 +tos Australia surface year 0.17464006 tos Antarctica surface MAM 0.081741184 tos Antarctica surface JJA 0.152002 tos Antarctica surface SON 0.23745716 tos Antarctica surface DJF 0.34290624 +tos Antarctica surface year 0.18485628 tos glob surface MAM 0.17749014 tos glob surface JJA 0.23785761 tos glob surface SON 0.24453753 tos glob surface DJF 0.20717828 +tos glob surface year 0.17285912 tos arctic surface MAM 0.12722757 tos arctic surface JJA 0.43973684 tos arctic surface SON 0.44022492 tos arctic surface DJF 0.12775593 +tos arctic surface year 0.27352455 tos northmid surface MAM 0.26097232 tos northmid surface JJA 0.4066681 tos northmid surface SON 0.49145582 tos northmid surface DJF 0.1644173 +tos northmid surface year 0.2898383 tos tropics surface MAM 0.16098817 tos tropics surface JJA 0.20179673 tos tropics surface SON 0.16649878 tos tropics surface DJF 0.1384703 +tos tropics surface year 0.134799 tos innertropics surface MAM 0.18912168 tos innertropics surface JJA 0.22871628 tos innertropics surface SON 0.19403288 tos innertropics surface DJF 0.14419363 +tos innertropics surface year 0.15429117 tos nino34 surface MAM 0.57506233 tos nino34 surface JJA 0.7991777 tos nino34 surface SON 0.4992356 tos nino34 surface DJF 0.29604208 +tos nino34 surface year 0.5284635 tos southmid surface MAM 0.16733906 tos southmid surface JJA 0.12435746 tos southmid surface SON 0.1690157 tos southmid surface DJF 0.27455842 +tos southmid surface year 0.11868607 tos antarctic surface MAM 0.24917684 tos antarctic surface JJA 0.14964601 tos antarctic surface SON 0.1478645 tos antarctic surface DJF 0.48557496 +tos antarctic surface year 0.16357428 mlotst Atlantic_Basin surface MAM 98.3544 mlotst Atlantic_Basin surface JJA 8.331027 mlotst Atlantic_Basin surface SON 16.885891 mlotst Atlantic_Basin surface DJF 80.67447 +mlotst Atlantic_Basin surface year 50.336475 mlotst Pacific_Basin surface MAM 12.791167 mlotst Pacific_Basin surface JJA 7.22199 mlotst Pacific_Basin surface SON 7.3176227 mlotst Pacific_Basin surface DJF 11.120502 +mlotst Pacific_Basin surface year 8.364643 mlotst Indian_Basin surface MAM 4.5632114 mlotst Indian_Basin surface JJA 15.931356 mlotst Indian_Basin surface SON 14.953419 mlotst Indian_Basin surface DJF 6.6999207 +mlotst Indian_Basin surface year 9.856892 mlotst Arctic_Basin surface MAM 17.6665 mlotst Arctic_Basin surface JJA 3.4045727 mlotst Arctic_Basin surface SON 5.9291787 mlotst Arctic_Basin surface DJF 11.905599 +mlotst Arctic_Basin surface year 7.815197 mlotst Southern_Ocean_Basin surface MAM 21.512302 mlotst Southern_Ocean_Basin surface JJA 55.617847 mlotst Southern_Ocean_Basin surface SON 67.7141 mlotst Southern_Ocean_Basin surface DJF 9.776038 +mlotst Southern_Ocean_Basin surface year 37.63461 mlotst Mediterranean_Basin surface MAM 16.351757 mlotst Mediterranean_Basin surface JJA 1.2606947 mlotst Mediterranean_Basin surface SON 6.1950836 mlotst Mediterranean_Basin surface DJF 37.15867 +mlotst Mediterranean_Basin surface year 14.529633 mlotst Asia surface MAM 23.153702 mlotst Asia surface JJA 11.2394 mlotst Asia surface SON 10.848907 mlotst Asia surface DJF 24.815887 +mlotst Asia surface year 17.514475 mlotst North_America surface MAM 33.48221 mlotst North_America surface JJA 9.933787 mlotst North_America surface SON 19.29861 mlotst North_America surface DJF 31.68418 +mlotst North_America surface year 23.599695 mlotst Europe surface MAM 14.998355 mlotst Europe surface JJA 5.379549 mlotst Europe surface SON 11.742061 mlotst Europe surface DJF 26.373291 +mlotst Europe surface year 14.623314 mlotst Africa surface MAM nan mlotst Africa surface JJA nan mlotst Africa surface SON nan mlotst Africa surface DJF nan +mlotst Africa surface year nan mlotst South_America surface MAM nan mlotst South_America surface JJA nan mlotst South_America surface SON nan mlotst South_America surface DJF nan +mlotst South_America surface year nan mlotst Oceania surface MAM 29.577961 mlotst Oceania surface JJA 81.432945 mlotst Oceania surface SON 49.51252 mlotst Oceania surface DJF 15.431365 +mlotst Oceania surface year 43.988697 mlotst Australia surface MAM 35.899162 mlotst Australia surface JJA 59.35325 mlotst Australia surface SON 40.64865 mlotst Australia surface DJF 19.8957 +mlotst Australia surface year 38.949192 mlotst Antarctica surface MAM 40.45093 mlotst Antarctica surface JJA 88.58419 mlotst Antarctica surface SON 66.748764 mlotst Antarctica surface DJF 21.05339 +mlotst Antarctica surface year 54.209316 mlotst glob surface MAM 30.320633 mlotst glob surface JJA 21.422056 mlotst glob surface SON 26.569498 mlotst glob surface DJF 22.996622 +mlotst glob surface year 24.224813 mlotst arctic surface MAM 59.822987 mlotst arctic surface JJA 4.893163 mlotst arctic surface SON 13.445386 mlotst arctic surface DJF 46.212986 +mlotst arctic surface year 29.212097 mlotst northmid surface MAM 91.16368 mlotst northmid surface JJA 3.5282974 mlotst northmid surface SON 12.011313 mlotst northmid surface DJF 81.11896 +mlotst northmid surface year 46.389366 mlotst tropics surface MAM 6.405475 mlotst tropics surface JJA 7.6852336 mlotst tropics surface SON 6.4501195 mlotst tropics surface DJF 6.1756296 +mlotst tropics surface year 5.6486278 mlotst innertropics surface MAM 6.4562426 mlotst innertropics surface JJA 6.891457 mlotst innertropics surface SON 6.202525 mlotst innertropics surface DJF 6.645785 +mlotst innertropics surface year 5.687321 mlotst nino34 surface MAM 13.81697 mlotst nino34 surface JJA 10.812217 mlotst nino34 surface SON 5.1214185 mlotst nino34 surface DJF 8.4243145 +mlotst nino34 surface year 8.985398 mlotst southmid surface MAM 12.457315 mlotst southmid surface JJA 40.68598 mlotst southmid surface SON 49.142563 mlotst southmid surface DJF 6.060929 +mlotst southmid surface year 25.75135 mlotst antarctic surface MAM 35.30788 mlotst antarctic surface JJA 77.710236 mlotst antarctic surface SON 90.751175 mlotst antarctic surface DJF 14.49518 +mlotst antarctic surface year 54.36479 thetao Atlantic_Basin 10m MAM 1.3375885 thetao Atlantic_Basin 10m JJA 1.5833997 thetao Atlantic_Basin 10m SON 1.4399952 thetao Atlantic_Basin 10m DJF 1.3105494 +thetao Atlantic_Basin 10m year 1.3781834 thetao Atlantic_Basin 100m MAM 1.4405605 thetao Atlantic_Basin 100m JJA 1.4032867 thetao Atlantic_Basin 100m SON 1.4185439 thetao Atlantic_Basin 100m DJF 1.3757322 +thetao Atlantic_Basin 100m year 1.366028 thetao Atlantic_Basin 1000m MAM 1.6550995 thetao Atlantic_Basin 1000m JJA 1.6608667 thetao Atlantic_Basin 1000m SON 1.6652843 thetao Atlantic_Basin 1000m DJF 1.6451699 +thetao Atlantic_Basin 1000m year 1.6565535 thetao Pacific_Basin 10m MAM 1.0400118 thetao Pacific_Basin 10m JJA 1.2159028 thetao Pacific_Basin 10m SON 1.341083 thetao Pacific_Basin 10m DJF 1.1520466 +thetao Pacific_Basin 10m year 1.1220118 thetao Pacific_Basin 100m MAM 1.6632215 thetao Pacific_Basin 100m JJA 1.6272818 thetao Pacific_Basin 100m SON 1.572257 thetao Pacific_Basin 100m DJF 1.5926303 +thetao Pacific_Basin 100m year 1.5557737 thetao Pacific_Basin 1000m MAM 0.5816175 thetao Pacific_Basin 1000m JJA 0.5875503 thetao Pacific_Basin 1000m SON 0.5822667 thetao Pacific_Basin 1000m DJF 0.58097136 +thetao Pacific_Basin 1000m year 0.5828561 thetao Indian_Basin 10m MAM 0.8400476 thetao Indian_Basin 10m JJA 0.6990105 thetao Indian_Basin 10m SON 0.59779805 thetao Indian_Basin 10m DJF 0.76441747 +thetao Indian_Basin 10m year 0.69030493 thetao Indian_Basin 100m MAM 1.5528685 thetao Indian_Basin 100m JJA 1.5624214 thetao Indian_Basin 100m SON 1.7565619 thetao Indian_Basin 100m DJF 1.7337643 +thetao Indian_Basin 100m year 1.6336788 thetao Indian_Basin 1000m MAM 0.45139682 thetao Indian_Basin 1000m JJA 0.45121938 thetao Indian_Basin 1000m SON 0.4531093 thetao Indian_Basin 1000m DJF 0.45810145 +thetao Indian_Basin 1000m year 0.45031556 thetao Arctic_Basin 10m MAM 0.50094604 thetao Arctic_Basin 10m JJA 0.79776174 thetao Arctic_Basin 10m SON 0.6935272 thetao Arctic_Basin 10m DJF 0.5537292 +thetao Arctic_Basin 10m year 0.6079235 thetao Arctic_Basin 100m MAM 0.3633374 thetao Arctic_Basin 100m JJA 0.42159918 thetao Arctic_Basin 100m SON 0.4347455 thetao Arctic_Basin 100m DJF 0.41068077 +thetao Arctic_Basin 100m year 0.39249378 thetao Arctic_Basin 1000m MAM 0.85486 thetao Arctic_Basin 1000m JJA 0.87076694 thetao Arctic_Basin 1000m SON 0.8623063 thetao Arctic_Basin 1000m DJF 0.85108364 +thetao Arctic_Basin 1000m year 0.85975426 thetao Southern_Ocean_Basin 10m MAM 1.0221645 thetao Southern_Ocean_Basin 10m JJA 0.8908645 thetao Southern_Ocean_Basin 10m SON 0.82439005 thetao Southern_Ocean_Basin 10m DJF 1.1262383 +thetao Southern_Ocean_Basin 10m year 0.88578075 thetao Southern_Ocean_Basin 100m MAM 0.9763733 thetao Southern_Ocean_Basin 100m JJA 0.9457668 thetao Southern_Ocean_Basin 100m SON 0.8457365 thetao Southern_Ocean_Basin 100m DJF 0.9072446 +thetao Southern_Ocean_Basin 100m year 0.89597183 thetao Southern_Ocean_Basin 1000m MAM 0.56967664 thetao Southern_Ocean_Basin 1000m JJA 0.56684834 thetao Southern_Ocean_Basin 1000m SON 0.5663095 thetao Southern_Ocean_Basin 1000m DJF 0.5707548 +thetao Southern_Ocean_Basin 1000m year 0.56763613 thetao Mediterranean_Basin 10m MAM 0.35816133 thetao Mediterranean_Basin 10m JJA 1.005394 thetao Mediterranean_Basin 10m SON 1.44218 thetao Mediterranean_Basin 10m DJF 0.43391675 +thetao Mediterranean_Basin 10m year 0.69891506 thetao Mediterranean_Basin 100m MAM 0.72988117 thetao Mediterranean_Basin 100m JJA 0.74705577 thetao Mediterranean_Basin 100m SON 0.8535136 thetao Mediterranean_Basin 100m DJF 0.8427548 +thetao Mediterranean_Basin 100m year 0.77901274 thetao Mediterranean_Basin 1000m MAM 0.93429625 thetao Mediterranean_Basin 1000m JJA 0.93556976 thetao Mediterranean_Basin 1000m SON 0.9395588 thetao Mediterranean_Basin 1000m DJF 0.93990266 +thetao Mediterranean_Basin 1000m year 0.9373307 thetao Asia 10m MAM 0.50059956 thetao Asia 10m JJA 1.0105736 thetao Asia 10m SON 1.127682 thetao Asia 10m DJF 0.6524698 +thetao Asia 10m year 0.809456 thetao Asia 100m MAM 0.8016102 thetao Asia 100m JJA 0.4442412 thetao Asia 100m SON 0.32789645 thetao Asia 100m DJF 0.61833876 +thetao Asia 100m year 0.3609686 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.9833409 thetao North_America 10m JJA 2.3141828 thetao North_America 10m SON 2.0382714 thetao North_America 10m DJF 2.1399662 +thetao North_America 10m year 2.1163006 thetao North_America 100m MAM 1.4141407 thetao North_America 100m JJA 0.749049 thetao North_America 100m SON 0.4827844 thetao North_America 100m DJF 0.53654426 +thetao North_America 100m year 0.7933939 thetao North_America 1000m MAM 3.2437 thetao North_America 1000m JJA 3.2669249 thetao North_America 1000m SON 3.2532768 thetao North_America 1000m DJF 3.2342844 +thetao North_America 1000m year 3.2495537 thetao Europe 10m MAM 1.7207667 thetao Europe 10m JJA 2.6857555 thetao Europe 10m SON 2.8098953 thetao Europe 10m DJF 2.3082783 +thetao Europe 10m year 2.375099 thetao Europe 100m MAM 1.0645108 thetao Europe 100m JJA 0.41755375 thetao Europe 100m SON 0.36108503 thetao Europe 100m DJF 1.5533023 +thetao Europe 100m year 0.8491205 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM nan thetao South_America 10m JJA nan thetao South_America 10m SON nan thetao South_America 10m DJF nan +thetao South_America 10m year nan thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM 0.9122696 thetao Oceania 10m JJA 1.0727401 thetao Oceania 10m SON 1.106009 thetao Oceania 10m DJF 1.1583729 +thetao Oceania 10m year 1.0623484 thetao Oceania 100m MAM 1.3782463 thetao Oceania 100m JJA 1.8009138 thetao Oceania 100m SON 1.3355551 thetao Oceania 100m DJF 1.100111 +thetao Oceania 100m year 1.4037104 thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 0.97929287 thetao Australia 10m JJA 0.2883067 thetao Australia 10m SON 0.29971266 thetao Australia 10m DJF 0.53340435 +thetao Australia 10m year 0.24765682 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 1.0815054 thetao Antarctica 10m JJA 1.5224429 thetao Antarctica 10m SON 1.0664902 thetao Antarctica 10m DJF 1.1674993 +thetao Antarctica 10m year 1.2094845 thetao Antarctica 100m MAM 1.3999888 thetao Antarctica 100m JJA 1.4116842 thetao Antarctica 100m SON 1.0828091 thetao Antarctica 100m DJF 1.1970295 +thetao Antarctica 100m year 1.2728627 thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 1.0007037 thetao glob 10m JJA 1.086549 thetao glob 10m SON 1.0623116 thetao glob 10m DJF 1.0596366 +thetao glob 10m year 0.99424076 thetao glob 100m MAM 1.278097 thetao glob 100m JJA 1.257411 thetao glob 100m SON 1.2347406 thetao glob 100m DJF 1.2467433 +thetao glob 100m year 1.2176034 thetao glob 1000m MAM 0.7652698 thetao glob 1000m JJA 0.7686712 thetao glob 1000m SON 0.76692873 thetao glob 1000m DJF 0.7642 +thetao glob 1000m year 0.76561064 thetao arctic 10m MAM 0.85505277 thetao arctic 10m JJA 1.316673 thetao arctic 10m SON 1.1014264 thetao arctic 10m DJF 0.82933605 +thetao arctic 10m year 0.9977555 thetao arctic 100m MAM 0.8040973 thetao arctic 100m JJA 0.7497704 thetao arctic 100m SON 0.74161077 thetao arctic 100m DJF 0.74524987 +thetao arctic 100m year 0.7451039 thetao arctic 1000m MAM 0.9360031 thetao arctic 1000m JJA 0.9533234 thetao arctic 1000m SON 0.94904065 thetao arctic 1000m DJF 0.93587214 +thetao arctic 1000m year 0.9435598 thetao northmid 10m MAM 1.837646 thetao northmid 10m JJA 2.2601402 thetao northmid 10m SON 2.1692066 thetao northmid 10m DJF 1.7105181 +thetao northmid 10m year 1.95076 thetao northmid 100m MAM 1.5322956 thetao northmid 100m JJA 1.5798023 thetao northmid 100m SON 1.6568809 thetao northmid 100m DJF 1.556092 +thetao northmid 100m year 1.5680819 thetao northmid 1000m MAM 0.9720088 thetao northmid 1000m JJA 0.972943 thetao northmid 1000m SON 0.96983856 thetao northmid 1000m DJF 0.9660395 +thetao northmid 1000m year 0.97009754 thetao tropics 10m MAM 0.7765381 thetao tropics 10m JJA 0.8108063 thetao tropics 10m SON 0.9106664 thetao tropics 10m DJF 0.90273285 +thetao tropics 10m year 0.79203874 thetao tropics 100m MAM 1.635988 thetao tropics 100m JJA 1.621519 thetao tropics 100m SON 1.6281594 thetao tropics 100m DJF 1.6233988 +thetao tropics 100m year 1.5604568 thetao tropics 1000m MAM 0.80964047 thetao tropics 1000m JJA 0.8128204 thetao tropics 1000m SON 0.81393784 thetao tropics 1000m DJF 0.808401 +thetao tropics 1000m year 0.81027216 thetao innertropics 10m MAM 0.6717295 thetao innertropics 10m JJA 0.7638058 thetao innertropics 10m SON 0.8998104 thetao innertropics 10m DJF 0.9082126 +thetao innertropics 10m year 0.7409606 thetao innertropics 100m MAM 2.1764936 thetao innertropics 100m JJA 2.112349 thetao innertropics 100m SON 2.0471046 thetao innertropics 100m DJF 2.0516243 +thetao innertropics 100m year 1.991492 thetao innertropics 1000m MAM 0.6696997 thetao innertropics 1000m JJA 0.67223984 thetao innertropics 1000m SON 0.67623913 thetao innertropics 1000m DJF 0.6677392 +thetao innertropics 1000m year 0.67066777 thetao nino34 10m MAM 0.3917017 thetao nino34 10m JJA 0.38964656 thetao nino34 10m SON 0.41243178 thetao nino34 10m DJF 1.1703048 +thetao nino34 10m year 0.33788165 thetao nino34 100m MAM 1.8931191 thetao nino34 100m JJA 1.5624996 thetao nino34 100m SON 0.899623 thetao nino34 100m DJF 1.1356205 +thetao nino34 100m year 1.1872643 thetao nino34 1000m MAM 0.4917764 thetao nino34 1000m JJA 0.42619848 thetao nino34 1000m SON 0.45271924 thetao nino34 1000m DJF 0.45933297 +thetao nino34 1000m year 0.45750648 thetao southmid 10m MAM 1.2196499 thetao southmid 10m JJA 1.0172257 thetao southmid 10m SON 0.9893406 thetao southmid 10m DJF 1.2667286 +thetao southmid 10m year 1.0877796 thetao southmid 100m MAM 1.19284 thetao southmid 100m JJA 1.1523082 thetao southmid 100m SON 1.0635431 thetao southmid 100m DJF 1.1376497 +thetao southmid 100m year 1.1203467 thetao southmid 1000m MAM 0.5898153 thetao southmid 1000m JJA 0.59191847 thetao southmid 1000m SON 0.5844318 thetao southmid 1000m DJF 0.59002095 +thetao southmid 1000m year 0.588186 thetao antarctic 10m MAM 0.5008978 thetao antarctic 10m JJA 0.5044612 thetao antarctic 10m SON 0.40934464 thetao antarctic 10m DJF 0.6879897 +thetao antarctic 10m year 0.3433744 thetao antarctic 100m MAM 0.5484375 thetao antarctic 100m JJA 0.5052686 thetao antarctic 100m SON 0.403413 thetao antarctic 100m DJF 0.44013816 +thetao antarctic 100m year 0.437481 thetao antarctic 1000m MAM 0.6263433 thetao antarctic 1000m JJA 0.62186277 thetao antarctic 1000m SON 0.62839687 thetao antarctic 1000m DJF 0.6274759 +thetao antarctic 1000m year 0.6255313 so Atlantic_Basin 10m MAM 0.50223243 so Atlantic_Basin 10m JJA 0.5589357 so Atlantic_Basin 10m SON 0.5589007 so Atlantic_Basin 10m DJF 0.5127746 +so Atlantic_Basin 10m year 0.51946 so Atlantic_Basin 100m MAM 0.38912278 so Atlantic_Basin 100m JJA 0.3938892 so Atlantic_Basin 100m SON 0.39568135 so Atlantic_Basin 100m DJF 0.393901 +so Atlantic_Basin 100m year 0.39153484 so Atlantic_Basin 1000m MAM 0.3748603 so Atlantic_Basin 1000m JJA 0.37449408 so Atlantic_Basin 1000m SON 0.37566572 so Atlantic_Basin 1000m DJF 0.3748673 +so Atlantic_Basin 1000m year 0.37496725 so Pacific_Basin 10m MAM 0.44921905 so Pacific_Basin 10m JJA 0.44968534 so Pacific_Basin 10m SON 0.44327375 so Pacific_Basin 10m DJF 0.4343236 +so Pacific_Basin 10m year 0.4375276 so Pacific_Basin 100m MAM 0.33912787 so Pacific_Basin 100m JJA 0.33345217 so Pacific_Basin 100m SON 0.34125152 so Pacific_Basin 100m DJF 0.33435115 +so Pacific_Basin 100m year 0.33612293 so Pacific_Basin 1000m MAM 0.07315724 so Pacific_Basin 1000m JJA 0.07322657 so Pacific_Basin 1000m SON 0.07401293 so Pacific_Basin 1000m DJF 0.07321488 +so Pacific_Basin 1000m year 0.07335171 so Indian_Basin 10m MAM 0.27716202 so Indian_Basin 10m JJA 0.26720253 so Indian_Basin 10m SON 0.24654809 so Indian_Basin 10m DJF 0.2552639 +so Indian_Basin 10m year 0.25086102 so Indian_Basin 100m MAM 0.17873892 so Indian_Basin 100m JJA 0.18852824 so Indian_Basin 100m SON 0.204035 so Indian_Basin 100m DJF 0.19826773 +so Indian_Basin 100m year 0.18988377 so Indian_Basin 1000m MAM 0.08814427 so Indian_Basin 1000m JJA 0.089690045 so Indian_Basin 1000m SON 0.08880744 so Indian_Basin 1000m DJF 0.08884559 +so Indian_Basin 1000m year 0.088634714 so Arctic_Basin 10m MAM 1.4955137 so Arctic_Basin 10m JJA 1.742455 so Arctic_Basin 10m SON 1.8376201 so Arctic_Basin 10m DJF 1.7660656 +so Arctic_Basin 10m year 1.6611416 so Arctic_Basin 100m MAM 0.9335321 so Arctic_Basin 100m JJA 0.9625705 so Arctic_Basin 100m SON 1.0121933 so Arctic_Basin 100m DJF 0.94286007 +so Arctic_Basin 100m year 0.96177477 so Arctic_Basin 1000m MAM 0.09347337 so Arctic_Basin 1000m JJA 0.08763919 so Arctic_Basin 1000m SON 0.087280035 so Arctic_Basin 1000m DJF 0.09702723 +so Arctic_Basin 1000m year 0.09135493 so Southern_Ocean_Basin 10m MAM 0.1962606 so Southern_Ocean_Basin 10m JJA 0.18803166 so Southern_Ocean_Basin 10m SON 0.18858421 so Southern_Ocean_Basin 10m DJF 0.20264025 +so Southern_Ocean_Basin 10m year 0.1867235 so Southern_Ocean_Basin 100m MAM 0.17771406 so Southern_Ocean_Basin 100m JJA 0.19153945 so Southern_Ocean_Basin 100m SON 0.20427829 so Southern_Ocean_Basin 100m DJF 0.18895712 +so Southern_Ocean_Basin 100m year 0.18826385 so Southern_Ocean_Basin 1000m MAM 0.057224486 so Southern_Ocean_Basin 1000m JJA 0.05667326 so Southern_Ocean_Basin 1000m SON 0.058177985 so Southern_Ocean_Basin 1000m DJF 0.0584066 +so Southern_Ocean_Basin 1000m year 0.057279278 so Mediterranean_Basin 10m MAM 0.56385887 so Mediterranean_Basin 10m JJA 0.5705782 so Mediterranean_Basin 10m SON 0.5105362 so Mediterranean_Basin 10m DJF 0.5309879 +so Mediterranean_Basin 10m year 0.5361649 so Mediterranean_Basin 100m MAM 0.59039044 so Mediterranean_Basin 100m JJA 0.62378585 so Mediterranean_Basin 100m SON 0.6311805 so Mediterranean_Basin 100m DJF 0.5968609 +so Mediterranean_Basin 100m year 0.6105547 so Mediterranean_Basin 1000m MAM 0.9585953 so Mediterranean_Basin 1000m JJA 0.9521709 so Mediterranean_Basin 1000m SON 0.9578464 so Mediterranean_Basin 1000m DJF 0.9643816 +so Mediterranean_Basin 1000m year 0.9582483 so Asia 10m MAM 0.8157297 so Asia 10m JJA 1.0590242 so Asia 10m SON 0.8330983 so Asia 10m DJF 0.816336 +so Asia 10m year 0.8810471 so Asia 100m MAM 0.21247864 so Asia 100m JJA 0.22243755 so Asia 100m SON 0.2153333 so Asia 100m DJF 0.2386678 +so Asia 100m year 0.21766536 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 0.9445549 so North_America 10m JJA 1.020607 so North_America 10m SON 1.054977 so North_America 10m DJF 1.2678478 +so North_America 10m year 1.0315174 so North_America 100m MAM 0.19248708 so North_America 100m JJA 0.24524434 so North_America 100m SON 0.22377904 so North_America 100m DJF 0.2143135 +so North_America 100m year 0.218956 so North_America 1000m MAM 0.70451736 so North_America 1000m JJA 0.70474243 so North_America 1000m SON 0.69607544 so North_America 1000m DJF 0.7036667 +so North_America 1000m year 0.70225143 so Europe 10m MAM 2.7047012 so Europe 10m JJA 2.7870693 so Europe 10m SON 3.484473 so Europe 10m DJF 3.7919586 +so Europe 10m year 3.1920502 so Europe 100m MAM 1.1532803 so Europe 100m JJA 1.0901737 so Europe 100m SON 1.0771008 so Europe 100m DJF 1.1830883 +so Europe 100m year 1.1259117 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM nan so South_America 10m JJA nan so South_America 10m SON nan so South_America 10m DJF nan +so South_America 10m year nan so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM 0.66072845 so Oceania 10m JJA 0.6947918 so Oceania 10m SON 0.7598877 so Oceania 10m DJF 0.68709373 +so Oceania 10m year 0.7006264 so Oceania 100m MAM 0.6703949 so Oceania 100m JJA 0.6502361 so Oceania 100m SON 0.72039413 so Oceania 100m DJF 0.6696205 +so Oceania 100m year 0.6776638 so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 0.57279587 so Australia 10m JJA 0.52892685 so Australia 10m SON 0.54149246 so Australia 10m DJF 0.56975174 +so Australia 10m year 0.55324364 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.22315216 so Antarctica 10m JJA 0.22763824 so Antarctica 10m SON 0.2993698 so Antarctica 10m DJF 0.24393082 +so Antarctica 10m year 0.24852371 so Antarctica 100m MAM 0.25764847 so Antarctica 100m JJA 0.25988007 so Antarctica 100m SON 0.274189 so Antarctica 100m DJF 0.27345657 +so Antarctica 100m year 0.26629257 so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.492384 so glob 10m JJA 0.5272256 so glob 10m SON 0.53439456 so glob 10m DJF 0.52048624 +so glob 10m year 0.50524414 so glob 100m MAM 0.346306 so glob 100m JJA 0.3535087 so glob 100m SON 0.3666615 so glob 100m DJF 0.35160792 +so glob 100m year 0.35290107 so glob 1000m MAM 0.12366821 so glob 1000m JJA 0.123122565 so glob 1000m SON 0.12392484 so glob 1000m DJF 0.12443041 +so glob 1000m year 0.12364075 so arctic 10m MAM 1.3621185 so arctic 10m JJA 1.5879598 so arctic 10m SON 1.6744121 so arctic 10m DJF 1.6061927 +so arctic 10m year 1.5133498 so arctic 100m MAM 0.8495152 so arctic 100m JJA 0.87269783 so arctic 100m SON 0.9143226 so arctic 100m DJF 0.8587617 +so arctic 100m year 0.87257427 so arctic 1000m MAM 0.09911187 so arctic 1000m JJA 0.094238244 so arctic 1000m SON 0.09385414 so arctic 1000m DJF 0.10253232 +so arctic 1000m year 0.09742812 so northmid 10m MAM 0.4235994 so northmid 10m JJA 0.45994145 so northmid 10m SON 0.45183024 so northmid 10m DJF 0.42493677 +so northmid 10m year 0.43492374 so northmid 100m MAM 0.3326374 so northmid 100m JJA 0.32977307 so northmid 100m SON 0.33845416 so northmid 100m DJF 0.33690584 +so northmid 100m year 0.33342615 so northmid 1000m MAM 0.23315233 so northmid 1000m JJA 0.23298082 so northmid 1000m SON 0.2332694 so northmid 1000m DJF 0.23131204 +so northmid 1000m year 0.23266238 so tropics 10m MAM 0.44530627 so tropics 10m JJA 0.4502107 so tropics 10m SON 0.43630746 so tropics 10m DJF 0.42312813 +so tropics 10m year 0.42818776 so tropics 100m MAM 0.32281312 so tropics 100m JJA 0.32580885 so tropics 100m SON 0.33291224 so tropics 100m DJF 0.32434982 +so tropics 100m year 0.32489157 so tropics 1000m MAM 0.1492033 so tropics 1000m JJA 0.14975233 so tropics 1000m SON 0.15010928 so tropics 1000m DJF 0.1497143 +so tropics 1000m year 0.14962037 so innertropics 10m MAM 0.47574073 so innertropics 10m JJA 0.48479903 so innertropics 10m SON 0.4495921 so innertropics 10m DJF 0.43950406 +so innertropics 10m year 0.44714326 so innertropics 100m MAM 0.3405818 so innertropics 100m JJA 0.34852678 so innertropics 100m SON 0.35458788 so innertropics 100m DJF 0.34714782 +so innertropics 100m year 0.34644374 so innertropics 1000m MAM 0.11826556 so innertropics 1000m JJA 0.1192143 so innertropics 1000m SON 0.118937425 so innertropics 1000m DJF 0.11805194 +so innertropics 1000m year 0.11855824 so nino34 10m MAM 0.3413024 so nino34 10m JJA 0.3734992 so nino34 10m SON 0.2510449 so nino34 10m DJF 0.28858843 +so nino34 10m year 0.3102169 so nino34 100m MAM 0.34606397 so nino34 100m JJA 0.35954958 so nino34 100m SON 0.35592857 so nino34 100m DJF 0.34752217 +so nino34 100m year 0.35226583 so nino34 1000m MAM 0.050686486 so nino34 1000m JJA 0.052191447 so nino34 1000m SON 0.050508533 so nino34 1000m DJF 0.049738184 +so nino34 1000m year 0.050781216 so southmid 10m MAM 0.23837319 so southmid 10m JJA 0.23266934 so southmid 10m SON 0.2371201 so southmid 10m DJF 0.23678641 +so southmid 10m year 0.23414943 so southmid 100m MAM 0.20916215 so southmid 100m JJA 0.21767971 so southmid 100m SON 0.22982301 so southmid 100m DJF 0.21899885 +so southmid 100m year 0.21675842 so southmid 1000m MAM 0.07645832 so southmid 1000m JJA 0.075638264 so southmid 1000m SON 0.076504715 so southmid 1000m DJF 0.077054694 +so southmid 1000m year 0.07613103 so antarctic 10m MAM 0.18663356 so antarctic 10m JJA 0.1725806 so antarctic 10m SON 0.16122586 so antarctic 10m DJF 0.21152508 +so antarctic 10m year 0.16457531 so antarctic 100m MAM 0.18311788 so antarctic 100m JJA 0.19358069 so antarctic 100m SON 0.2056776 so antarctic 100m DJF 0.1884724 +so antarctic 100m year 0.19083107 so antarctic 1000m MAM 0.030017428 so antarctic 1000m JJA 0.030248528 so antarctic 1000m SON 0.033614397 so antarctic 1000m DJF 0.032926053 +so antarctic 1000m year 0.03136671 diff --git a/eval/ERA5/HadGEM3MM.csv b/eval/ERA5/HadGEM3MM.csv index 08c9a63..0f56065 100644 --- a/eval/ERA5/HadGEM3MM.csv +++ b/eval/ERA5/HadGEM3MM.csv @@ -3,1583 +3,1979 @@ siconc Atlantic_Basin surface MAM 12.894168057867718 siconc Atlantic_Basin surface JJA 9.642187452535627 siconc Atlantic_Basin surface SON 9.58352332452231 siconc Atlantic_Basin surface DJF 12.87732225800342 +siconc Atlantic_Basin surface year 10.131755738770986 siconc Pacific_Basin surface MAM 9.814549968012193 siconc Pacific_Basin surface JJA 2.344498616640651 siconc Pacific_Basin surface SON 6.0736609020040975 siconc Pacific_Basin surface DJF 8.152543657434052 +siconc Pacific_Basin surface year 8.020811215716845 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 2.33385562007115 siconc Arctic_Basin surface JJA 7.368764632354718 siconc Arctic_Basin surface SON 6.831683555484901 siconc Arctic_Basin surface DJF 3.4300800108196645 +siconc Arctic_Basin surface year 3.1423264119226886 siconc Southern_Ocean_Basin surface MAM 25.369210737687105 siconc Southern_Ocean_Basin surface JJA 29.01869021196651 siconc Southern_Ocean_Basin surface SON 28.872425672327584 siconc Southern_Ocean_Basin surface DJF 19.76074375595332 +siconc Southern_Ocean_Basin surface year 22.250151553411296 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 30.73391438484192 siconc Asia surface JJA 35.85573587417603 siconc Asia surface SON 10.413397878011068 siconc Asia surface DJF 41.71156779925028 +siconc Asia surface year 29.375726095835365 siconc North_America surface MAM 15.385566835403443 siconc North_America surface JJA nan siconc North_America surface SON nan siconc North_America surface DJF 10.74495061248541 +siconc North_America surface year 15.92630475372076 siconc Europe surface MAM 2.3618589582666756 siconc Europe surface JJA nan siconc Europe surface SON 1.32 siconc Europe surface DJF 9.005888517200948 +siconc Europe surface year 4.236936869099736 siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM nan siconc Antarctica surface JJA nan siconc Antarctica surface SON nan siconc Antarctica surface DJF nan +siconc Antarctica surface year nan siconc glob surface MAM 12.227108112395282 siconc glob surface JJA 17.150358239252743 siconc glob surface SON 17.149307309817537 siconc glob surface DJF 11.086602483406823 +siconc glob surface year 12.411769338518607 siconc arctic surface MAM 4.411694497684308 siconc arctic surface JJA 7.707779466924051 siconc arctic surface SON 7.314635289850346 siconc arctic surface DJF 5.165350542875306 +siconc arctic surface year 4.438908595606186 siconc northmid surface MAM 9.018548928819735 siconc northmid surface JJA 6.3170248178604025 siconc northmid surface SON 5.038992387126499 siconc northmid surface DJF 9.949064584201107 +siconc northmid surface year 8.95485677329056 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.003195361699611 siconc southmid surface JJA 13.572700198982364 siconc southmid surface SON 18.04913838442113 siconc southmid surface DJF 6.26817218789776 +siconc southmid surface year 10.527336817961917 siconc antarctic surface MAM 26.972623287977807 siconc antarctic surface JJA 32.028906856575254 siconc antarctic surface SON 29.876981868273425 siconc antarctic surface DJF 21.852711728252515 +siconc antarctic surface year 25.463253833526913 tas Atlantic_Basin surface MAM 1.0673486 tas Atlantic_Basin surface JJA 0.7571092 tas Atlantic_Basin surface SON 0.75539625 tas Atlantic_Basin surface DJF 1.2588029 +tas Atlantic_Basin surface year 0.8720208 tas Pacific_Basin surface MAM 0.73705524 tas Pacific_Basin surface JJA 0.6710128 tas Pacific_Basin surface SON 0.6812751 tas Pacific_Basin surface DJF 0.7596354 +tas Pacific_Basin surface year 0.6209903 tas Indian_Basin surface MAM 0.69802576 tas Indian_Basin surface JJA 0.59356016 tas Indian_Basin surface SON 0.5431268 tas Indian_Basin surface DJF 0.678505 +tas Indian_Basin surface year 0.55540735 tas Arctic_Basin surface MAM 3.996485 tas Arctic_Basin surface JJA 1.4714918 tas Arctic_Basin surface SON 3.0801752 tas Arctic_Basin surface DJF 5.9909687 +tas Arctic_Basin surface year 3.5647929 tas Southern_Ocean_Basin surface MAM 1.8567333 tas Southern_Ocean_Basin surface JJA 2.897937 tas Southern_Ocean_Basin surface SON 2.0726423 tas Southern_Ocean_Basin surface DJF 1.3719205 +tas Southern_Ocean_Basin surface year 1.9079802 tas Mediterranean_Basin surface MAM 0.45055634 tas Mediterranean_Basin surface JJA 0.37207496 tas Mediterranean_Basin surface SON 0.539318 tas Mediterranean_Basin surface DJF 0.60973555 +tas Mediterranean_Basin surface year 0.43351927 tas Asia surface MAM 2.2266755 tas Asia surface JJA 1.2675437 tas Asia surface SON 1.1815544 tas Asia surface DJF 2.1479273 +tas Asia surface year 1.4977734 tas North_America surface MAM 1.7189094 tas North_America surface JJA 1.2381568 tas North_America surface SON 1.5681081 tas North_America surface DJF 2.9200397 +tas North_America surface year 1.463289 tas Europe surface MAM 2.308517 tas Europe surface JJA 1.3229948 tas Europe surface SON 0.77911484 tas Europe surface DJF 2.4522622 +tas Europe surface year 1.6226753 tas Africa surface MAM 1.1716348 tas Africa surface JJA 1.2572311 tas Africa surface SON 1.272134 tas Africa surface DJF 1.2210264 +tas Africa surface year 1.0633427 tas South_America surface MAM 1.3326949 tas South_America surface JJA 1.372878 tas South_America surface SON 1.514545 tas South_America surface DJF 1.5407158 +tas South_America surface year 1.2758682 tas Oceania surface MAM 1.3531799 tas Oceania surface JJA 1.0904263 tas Oceania surface SON 1.2071949 tas Oceania surface DJF 1.3997165 +tas Oceania surface year 1.2563949 tas Australia surface MAM 0.49624094 tas Australia surface JJA 0.64463973 tas Australia surface SON 0.6517353 tas Australia surface DJF 0.6669643 +tas Australia surface year 0.47020194 tas Antarctica surface MAM 1.215754 tas Antarctica surface JJA 1.5290318 tas Antarctica surface SON 2.679336 tas Antarctica surface DJF 4.97027 +tas Antarctica surface year 2.132142 tas glob surface MAM 1.5435216 tas glob surface JJA 1.3775414 tas glob surface SON 1.4520798 tas glob surface DJF 2.0322187 +tas glob surface year 1.4371837 tas arctic surface MAM 3.1690016 tas arctic surface JJA 1.4532553 tas arctic surface SON 2.3592663 tas arctic surface DJF 4.8445644 +tas arctic surface year 2.8206189 tas northmid surface MAM 1.5259016 tas northmid surface JJA 1.023479 tas northmid surface SON 0.8866859 tas northmid surface DJF 1.328702 +tas northmid surface year 1.0149105 tas tropics surface MAM 0.8439527 tas tropics surface JJA 0.7656302 tas tropics surface SON 0.82359785 tas tropics surface DJF 0.90418947 +tas tropics surface year 0.72183037 tas innertropics surface MAM 0.98836416 tas innertropics surface JJA 0.8671062 tas innertropics surface SON 0.96276116 tas innertropics surface DJF 1.0776097 +tas innertropics surface year 0.88720924 tas nino34 surface MAM 0.5773984 tas nino34 surface JJA 0.43682608 tas nino34 surface SON 0.39371794 tas nino34 surface DJF 0.9736392 +tas nino34 surface year 0.52729595 tas southmid surface MAM 0.88598436 tas southmid surface JJA 1.098961 tas southmid surface SON 1.0658419 tas southmid surface DJF 0.91146785 +tas southmid surface year 0.94379777 tas antarctic surface MAM 2.0902066 tas antarctic surface JJA 3.185962 tas antarctic surface SON 2.8609605 tas antarctic surface DJF 3.550634 +tas antarctic surface year 2.49794 clt Atlantic_Basin surface MAM 7.9410167 clt Atlantic_Basin surface JJA 6.9375896 clt Atlantic_Basin surface SON 5.777554 clt Atlantic_Basin surface DJF 9.094998 +clt Atlantic_Basin surface year 6.3952847 clt Pacific_Basin surface MAM 7.5268455 clt Pacific_Basin surface JJA 8.136839 clt Pacific_Basin surface SON 7.450802 clt Pacific_Basin surface DJF 7.393656 +clt Pacific_Basin surface year 6.507603 clt Indian_Basin surface MAM 6.846535 clt Indian_Basin surface JJA 10.945086 clt Indian_Basin surface SON 9.952445 clt Indian_Basin surface DJF 7.88468 +clt Indian_Basin surface year 7.723538 clt Arctic_Basin surface MAM 27.069962 clt Arctic_Basin surface JJA 15.035775 clt Arctic_Basin surface SON 22.459152 clt Arctic_Basin surface DJF 29.15815 +clt Arctic_Basin surface year 23.420883 clt Southern_Ocean_Basin surface MAM 5.339034 clt Southern_Ocean_Basin surface JJA 9.179807 clt Southern_Ocean_Basin surface SON 5.4515214 clt Southern_Ocean_Basin surface DJF 3.2664104 +clt Southern_Ocean_Basin surface year 5.3250847 clt Mediterranean_Basin surface MAM 3.10987 clt Mediterranean_Basin surface JJA 6.2580037 clt Mediterranean_Basin surface SON 6.2862186 clt Mediterranean_Basin surface DJF 3.692259 +clt Mediterranean_Basin surface year 4.207698 clt Asia surface MAM 17.388494 clt Asia surface JJA 7.6731105 clt Asia surface SON 11.926923 clt Asia surface DJF 16.946701 +clt Asia surface year 12.378156 clt North_America surface MAM 21.19401 clt North_America surface JJA 10.286458 clt North_America surface SON 14.673799 clt North_America surface DJF 20.704908 +clt North_America surface year 16.090183 clt Europe surface MAM 17.208458 clt Europe surface JJA 7.403455 clt Europe surface SON 8.21167 clt Europe surface DJF 14.915232 +clt Europe surface year 9.876957 clt Africa surface MAM 9.401885 clt Africa surface JJA 9.631877 clt Africa surface SON 10.562663 clt Africa surface DJF 11.241272 +clt Africa surface year 7.8560247 clt South_America surface MAM 7.10547 clt South_America surface JJA 9.281501 clt South_America surface SON 8.680175 clt South_America surface DJF 7.1115155 +clt South_America surface year 6.0460343 clt Oceania surface MAM 8.772401 clt Oceania surface JJA 12.450578 clt Oceania surface SON 9.041244 clt Oceania surface DJF 4.787494 +clt Oceania surface year 8.226752 clt Australia surface MAM 4.0905666 clt Australia surface JJA 4.7698693 clt Australia surface SON 4.30336 clt Australia surface DJF 5.967523 +clt Australia surface year 3.4454775 clt Antarctica surface MAM 54.402706 clt Antarctica surface JJA 53.062584 clt Antarctica surface SON 50.32914 clt Antarctica surface DJF 42.79214 +clt Antarctica surface year 50.12774 clt glob surface MAM 14.4045105 clt glob surface JJA 12.845175 clt glob surface SON 12.757523 clt glob surface DJF 13.498722 +clt glob surface year 12.501867 clt arctic surface MAM 25.105305 clt arctic surface JJA 12.567849 clt arctic surface SON 19.53306 clt arctic surface DJF 27.203724 +clt arctic surface year 21.081432 clt northmid surface MAM 10.042295 clt northmid surface JJA 6.0118246 clt northmid surface SON 5.9274282 clt northmid surface DJF 8.549123 +clt northmid surface year 6.3509874 clt tropics surface MAM 8.10461 clt tropics surface JJA 9.676723 clt tropics surface SON 8.810533 clt tropics surface DJF 8.962972 +clt tropics surface year 7.3087707 clt innertropics surface MAM 8.334424 clt innertropics surface JJA 8.297879 clt innertropics surface SON 8.88228 clt innertropics surface DJF 9.804213 +clt innertropics surface year 7.0324574 clt nino34 surface MAM 19.696697 clt nino34 surface JJA 11.371572 clt nino34 surface SON 19.667416 clt nino34 surface DJF 17.290825 +clt nino34 surface year 16.710737 clt southmid surface MAM 3.2914393 clt southmid surface JJA 3.1373336 clt southmid surface SON 3.4546962 clt southmid surface DJF 3.1494327 +clt southmid surface year 2.7940981 clt antarctic surface MAM 34.03028 clt antarctic surface JJA 37.73024 clt antarctic surface SON 31.944992 clt antarctic surface DJF 25.993294 +clt antarctic surface year 32.201683 pr Atlantic_Basin surface MAM 6.7500987e-06 pr Atlantic_Basin surface JJA 7.3324045e-06 pr Atlantic_Basin surface SON 6.9550274e-06 pr Atlantic_Basin surface DJF 7.614851e-06 +pr Atlantic_Basin surface year 5.7517973e-06 pr Pacific_Basin surface MAM 1.3496534e-05 pr Pacific_Basin surface 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Indian_Basin 500hPa SON 7.1596727 zg Indian_Basin 500hPa DJF 5.2824693 +zg Indian_Basin 500hPa year 4.942983 zg Arctic_Basin 500hPa MAM 22.81904 zg Arctic_Basin 500hPa JJA 18.387808 zg Arctic_Basin 500hPa SON 23.345394 zg Arctic_Basin 500hPa DJF 8.691203 +zg Arctic_Basin 500hPa year 15.80431 zg Southern_Ocean_Basin 500hPa MAM 28.81688 zg Southern_Ocean_Basin 500hPa JJA 47.366375 zg Southern_Ocean_Basin 500hPa SON 35.797665 zg Southern_Ocean_Basin 500hPa DJF 25.71087 +zg Southern_Ocean_Basin 500hPa year 32.11806 zg Mediterranean_Basin 500hPa MAM 5.641974 zg Mediterranean_Basin 500hPa JJA 5.50408 zg Mediterranean_Basin 500hPa SON 11.41062 zg Mediterranean_Basin 500hPa DJF 5.6303134 +zg Mediterranean_Basin 500hPa year 3.4378889 zg Asia 500hPa MAM 13.461227 zg Asia 500hPa JJA 8.692646 zg Asia 500hPa SON 10.212103 zg Asia 500hPa DJF 14.644229 +zg Asia 500hPa year 6.843999 zg North_America 500hPa MAM 11.485082 zg North_America 500hPa JJA 7.348774 zg North_America 500hPa SON 12.804927 zg North_America 500hPa DJF 10.833333 +zg North_America 500hPa year 7.02025 zg Europe 500hPa MAM 18.586788 zg Europe 500hPa JJA 21.862825 zg Europe 500hPa SON 8.636813 zg Europe 500hPa DJF 10.822397 +zg Europe 500hPa year 10.092805 zg Africa 500hPa MAM 6.008306 zg Africa 500hPa JJA 5.0068817 zg Africa 500hPa SON 6.812165 zg Africa 500hPa DJF 2.9788837 +zg Africa 500hPa year 4.3667455 zg South_America 500hPa MAM 5.9528003 zg South_America 500hPa JJA 4.973692 zg South_America 500hPa SON 5.754139 zg South_America 500hPa DJF 6.9993773 +zg South_America 500hPa year 3.701109 zg Oceania 500hPa MAM 15.820268 zg Oceania 500hPa JJA 21.481844 zg Oceania 500hPa SON 14.081277 zg Oceania 500hPa DJF 10.675736 +zg Oceania 500hPa year 13.912065 zg Australia 500hPa MAM 12.836666 zg Australia 500hPa JJA 17.654188 zg Australia 500hPa SON 12.612241 zg Australia 500hPa DJF 15.936732 +zg Australia 500hPa year 6.5643864 zg Antarctica 500hPa MAM 41.882206 zg Antarctica 500hPa JJA 75.145226 zg Antarctica 500hPa SON 50.42704 zg Antarctica 500hPa DJF 63.49722 +zg Antarctica 500hPa year 57.737926 zg glob 500hPa MAM 17.257004 zg glob 500hPa JJA 22.916931 zg glob 500hPa SON 18.340609 zg glob 500hPa DJF 17.118444 +zg glob 500hPa year 16.663969 zg arctic 500hPa MAM 17.292171 zg arctic 500hPa JJA 14.3119545 zg arctic 500hPa SON 18.57054 zg arctic 500hPa DJF 11.014193 +zg arctic 500hPa year 12.373078 zg northmid 500hPa MAM 16.975895 zg northmid 500hPa JJA 11.444105 zg northmid 500hPa SON 10.125175 zg northmid 500hPa DJF 14.262313 +zg northmid 500hPa year 9.210155 zg tropics 500hPa MAM 6.126302 zg tropics 500hPa JJA 6.0610137 zg tropics 500hPa SON 5.4740124 zg tropics 500hPa DJF 5.879301 +zg tropics 500hPa year 4.7943134 zg innertropics 500hPa MAM 6.4612694 zg innertropics 500hPa JJA 3.987511 zg innertropics 500hPa SON 5.3663783 zg innertropics 500hPa DJF 5.083871 +zg innertropics 500hPa year 5.0341787 zg nino34 500hPa MAM 6.545089 zg nino34 500hPa JJA 2.9175985 zg nino34 500hPa SON 4.448157 zg nino34 500hPa DJF 7.9362874 +zg nino34 500hPa year 5.4617596 zg southmid 500hPa MAM 14.038065 zg southmid 500hPa JJA 26.74765 zg southmid 500hPa SON 18.967752 zg southmid 500hPa DJF 12.056849 +zg southmid 500hPa year 13.772998 zg antarctic 500hPa MAM 44.186348 zg antarctic 500hPa JJA 73.65598 zg antarctic 500hPa SON 52.355534 zg antarctic 500hPa DJF 54.36995 +zg antarctic 500hPa year 56.138535 zos Atlantic_Basin surface MAM 0.020625876 zos Atlantic_Basin surface JJA 0.021455895 zos Atlantic_Basin surface SON 0.02269997 zos Atlantic_Basin surface DJF 0.0213804 +zos Atlantic_Basin surface year 0.020803671 zos Pacific_Basin surface MAM 0.022607582 zos Pacific_Basin surface JJA 0.02229124 zos Pacific_Basin surface SON 0.023034824 zos Pacific_Basin surface DJF 0.019493707 +zos Pacific_Basin surface year 0.020320175 zos Indian_Basin surface MAM 0.03347345 zos Indian_Basin surface JJA 0.03179195 zos Indian_Basin surface SON 0.038677037 zos Indian_Basin surface DJF 0.037149288 +zos Indian_Basin 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North_America surface DJF nan +zos North_America surface year nan zos Europe surface MAM nan zos Europe surface JJA nan zos Europe surface SON nan zos Europe surface DJF nan +zos Europe surface year nan zos Africa surface MAM nan zos Africa surface JJA nan zos Africa surface SON nan zos Africa surface DJF nan +zos Africa surface year nan zos South_America surface MAM nan zos South_America surface JJA nan zos South_America surface SON nan zos South_America surface DJF nan +zos South_America surface year nan zos Oceania surface MAM nan zos Oceania surface JJA nan zos Oceania surface SON nan zos Oceania surface DJF nan +zos Oceania surface year nan zos Australia surface MAM nan zos Australia surface JJA nan zos Australia surface SON nan zos Australia surface DJF nan +zos Australia surface year nan zos Antarctica surface MAM nan zos Antarctica surface JJA nan zos Antarctica surface SON nan zos Antarctica surface DJF nan +zos Antarctica surface year nan zos glob surface MAM 0.024355454 zos glob surface JJA 0.024024552 zos glob surface SON 0.025726644 zos glob surface DJF 0.02372129 +zos glob surface year 0.022982256 zos arctic surface MAM 0.020272644 zos arctic surface JJA 0.020315034 zos arctic surface SON 0.024270508 zos arctic surface DJF 0.02141339 +zos arctic surface year 0.022220634 zos northmid surface MAM 0.026548684 zos northmid surface JJA 0.028245568 zos northmid surface SON 0.028665764 zos northmid surface DJF 0.026743108 +zos northmid surface year 0.026001235 zos tropics surface MAM 0.022573333 zos tropics surface JJA 0.022262938 zos tropics surface SON 0.024594938 zos tropics surface DJF 0.021253528 +zos tropics surface year 0.021552324 zos innertropics surface MAM 0.02049252 zos innertropics surface JJA 0.019812115 zos innertropics surface SON 0.023950275 zos innertropics surface DJF 0.01832555 +zos innertropics surface year 0.019416267 zos nino34 surface MAM 0.03451597 zos nino34 surface JJA 0.026844839 zos nino34 surface SON 0.036350753 zos nino34 surface DJF 0.019247258 +zos nino34 surface year 0.029246578 zos southmid surface MAM 0.029223254 zos southmid surface JJA 0.028274659 zos southmid surface SON 0.027960973 zos southmid surface DJF 0.029110722 +zos southmid surface year 0.026662039 zos antarctic surface MAM 0.017880326 zos antarctic surface JJA 0.016436584 zos antarctic surface SON 0.022125114 zos antarctic surface DJF 0.016792392 +zos antarctic surface year 0.016582893 tos Atlantic_Basin surface MAM 0.18990466 tos Atlantic_Basin surface JJA 0.26726666 tos Atlantic_Basin surface SON 0.19088894 tos Atlantic_Basin surface DJF 0.17203419 +tos Atlantic_Basin surface year 0.15769686 tos Pacific_Basin surface MAM 0.16313176 tos Pacific_Basin surface JJA 0.17304951 tos Pacific_Basin surface SON 0.16272576 tos Pacific_Basin surface DJF 0.15172392 +tos Pacific_Basin surface year 0.13454054 tos Indian_Basin surface MAM 0.11486734 tos Indian_Basin surface JJA 0.14094162 tos Indian_Basin surface SON 0.14226836 tos Indian_Basin surface DJF 0.15610005 +tos Indian_Basin surface year 0.111385226 tos Arctic_Basin surface MAM 0.072042786 tos Arctic_Basin surface JJA 0.27352262 tos Arctic_Basin surface SON 0.26341602 tos Arctic_Basin surface DJF 0.0834119 +tos Arctic_Basin surface year 0.14074603 tos Southern_Ocean_Basin surface MAM 0.18233034 tos Southern_Ocean_Basin surface JJA 0.19130057 tos Southern_Ocean_Basin surface SON 0.20369376 tos Southern_Ocean_Basin surface DJF 0.25414783 +tos Southern_Ocean_Basin surface year 0.17349282 tos Mediterranean_Basin surface MAM 0.11571607 tos Mediterranean_Basin surface JJA 0.08871539 tos Mediterranean_Basin surface SON 0.1579766 tos Mediterranean_Basin surface DJF 0.1144421 +tos Mediterranean_Basin surface year 0.07456391 tos Asia surface MAM 0.3752095 tos Asia surface JJA 0.3652943 tos Asia surface SON 0.46353474 tos Asia surface DJF 0.68790865 +tos Asia surface year 0.21048626 tos North_America surface MAM 1.6919488 tos North_America surface JJA 0.22798681 tos North_America surface SON 0.5007205 tos North_America surface DJF 1.0220819 +tos North_America surface year 0.746691 tos Europe surface MAM 2.4198089 tos Europe surface JJA 1.0409613 tos Europe surface SON 0.63070464 tos Europe surface DJF 1.2945843 +tos Europe surface year 0.17874193 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM nan tos South_America surface JJA nan tos South_America surface SON nan tos South_America surface DJF nan +tos South_America surface year nan tos Oceania surface MAM nan tos Oceania surface JJA nan tos Oceania surface SON nan tos Oceania surface DJF nan +tos Oceania surface year nan tos Australia surface MAM nan tos Australia surface JJA nan tos Australia surface SON nan tos Australia surface DJF nan +tos Australia surface year nan tos Antarctica surface MAM nan tos Antarctica surface JJA nan tos Antarctica surface SON nan tos Antarctica surface DJF nan +tos Antarctica surface year nan tos glob surface MAM 0.15888853 tos glob surface JJA 0.20311376 tos glob surface SON 0.18880561 tos glob surface DJF 0.17654392 +tos glob surface year 0.14779541 tos arctic surface MAM 0.1324041 tos arctic surface JJA 0.32548302 tos arctic surface SON 0.29502758 tos arctic surface DJF 0.13369201 +tos arctic surface year 0.17870541 tos northmid surface MAM 0.18220693 tos northmid surface JJA 0.25672102 tos northmid surface SON 0.20670141 tos northmid surface DJF 0.18659745 +tos northmid surface year 0.15071192 tos tropics surface MAM 0.15466191 tos tropics surface JJA 0.15777908 tos tropics surface SON 0.14490259 tos tropics surface DJF 0.14299893 +tos tropics surface year 0.12691073 tos innertropics surface MAM 0.1566824 tos innertropics surface JJA 0.11400666 tos innertropics surface SON 0.12034674 tos innertropics surface DJF 0.12238418 +tos innertropics surface year 0.10360917 tos nino34 surface MAM 0.17602846 tos nino34 surface JJA 0.10732453 tos nino34 surface SON 0.11531918 tos nino34 surface DJF 0.15335076 +tos nino34 surface year 0.11333954 tos southmid surface MAM 0.14772125 tos southmid surface JJA 0.158307 tos southmid surface SON 0.17262255 tos southmid surface DJF 0.15572117 +tos southmid surface year 0.12860703 tos antarctic surface MAM 0.22504777 tos antarctic surface JJA 0.22536491 tos antarctic surface SON 0.23433645 tos antarctic surface DJF 0.42041445 +tos antarctic surface year 0.23397864 mlotst Atlantic_Basin surface MAM 34.22266 mlotst Atlantic_Basin surface JJA 7.4151993 mlotst Atlantic_Basin surface SON 7.906355 mlotst Atlantic_Basin surface DJF 23.992838 +mlotst Atlantic_Basin surface year 16.66081 mlotst Pacific_Basin surface MAM 10.592835 mlotst Pacific_Basin surface JJA 8.40682 mlotst Pacific_Basin surface SON 6.9669156 mlotst Pacific_Basin surface DJF 7.972606 +mlotst Pacific_Basin surface year 7.0306745 mlotst Indian_Basin surface MAM 6.8209786 mlotst Indian_Basin surface JJA 18.374937 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15.248366 mlotst North_America surface MAM 19.525408 mlotst North_America surface JJA 5.7099023 mlotst North_America surface SON 1.9887158 mlotst North_America surface DJF 18.002892 +mlotst North_America surface year 9.140625 mlotst Europe surface MAM 10.531922 mlotst Europe surface JJA 4.068308 mlotst Europe surface SON 20.050953 mlotst Europe surface DJF 22.696108 +mlotst Europe surface year 14.3368225 mlotst Africa surface MAM 11.699564 mlotst Africa surface JJA 14.2506275 mlotst Africa surface SON 8.848162 mlotst Africa surface DJF 7.2637396 +mlotst Africa surface year 10.515523 mlotst South_America surface MAM nan mlotst South_America surface JJA nan mlotst South_America surface SON nan mlotst South_America surface DJF nan +mlotst South_America surface year nan mlotst Oceania surface MAM nan mlotst Oceania surface JJA nan mlotst Oceania surface SON nan mlotst Oceania surface DJF nan +mlotst Oceania surface year nan mlotst Australia surface MAM nan mlotst Australia surface JJA nan mlotst Australia surface SON nan mlotst Australia surface DJF nan +mlotst Australia surface year nan mlotst Antarctica surface MAM 34.34591 mlotst Antarctica surface JJA 83.407074 mlotst Antarctica surface SON 125.725845 mlotst Antarctica surface DJF 6.2283483 +mlotst Antarctica surface year 59.312614 mlotst glob surface MAM 23.896095 mlotst glob surface JJA 30.724144 mlotst glob surface SON 35.46407 mlotst glob surface DJF 13.251082 +mlotst glob surface year 24.471544 mlotst arctic surface MAM 28.158909 mlotst arctic surface JJA 3.7215908 mlotst arctic surface SON 8.857911 mlotst arctic surface DJF 18.079735 +mlotst arctic surface year 13.665304 mlotst northmid surface MAM 41.358074 mlotst northmid surface JJA 3.54266 mlotst northmid surface SON 6.1288004 mlotst northmid surface DJF 29.686874 +mlotst northmid surface year 18.281748 mlotst tropics surface MAM 5.3076777 mlotst tropics surface JJA 7.5637493 mlotst tropics surface SON 5.8775797 mlotst tropics surface DJF 5.538683 +mlotst tropics surface year 4.7010183 mlotst innertropics surface MAM 5.5197334 mlotst innertropics surface JJA 7.159068 mlotst innertropics surface SON 6.2944856 mlotst innertropics surface DJF 6.1268125 +mlotst innertropics surface year 4.9610395 mlotst nino34 surface MAM 3.3541293 mlotst nino34 surface JJA 4.1828985 mlotst nino34 surface SON 6.320988 mlotst nino34 surface DJF 6.48362 +mlotst nino34 surface year 4.3392863 mlotst southmid surface MAM 29.058401 mlotst southmid surface JJA 45.582672 mlotst southmid surface SON 46.180264 mlotst southmid surface DJF 11.090691 +mlotst southmid surface year 31.417171 mlotst antarctic surface MAM 48.46112 mlotst antarctic surface JJA 169.95488 mlotst antarctic surface SON 215.18915 mlotst antarctic surface DJF 14.47203 +mlotst antarctic surface year 111.76419 thetao Atlantic_Basin 10m MAM 1.012334 thetao Atlantic_Basin 10m JJA 0.94612056 thetao Atlantic_Basin 10m SON 0.79751986 thetao Atlantic_Basin 10m DJF 0.93350065 +thetao Atlantic_Basin 10m 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Arctic_Basin 100m year 0.27488795 thetao Arctic_Basin 1000m MAM 0.41059315 thetao Arctic_Basin 1000m JJA 0.4270026 thetao Arctic_Basin 1000m SON 0.4184567 thetao Arctic_Basin 1000m DJF 0.40592995 +thetao Arctic_Basin 1000m year 0.4154956 thetao Southern_Ocean_Basin 10m MAM 1.2453254 thetao Southern_Ocean_Basin 10m JJA 1.2164439 thetao Southern_Ocean_Basin 10m SON 1.1543213 thetao Southern_Ocean_Basin 10m DJF 1.2948018 +thetao Southern_Ocean_Basin 10m year 1.1872953 thetao Southern_Ocean_Basin 100m MAM 1.6305494 thetao Southern_Ocean_Basin 100m JJA 1.2996495 thetao Southern_Ocean_Basin 100m SON 1.2525522 thetao Southern_Ocean_Basin 100m DJF 1.4764485 +thetao Southern_Ocean_Basin 100m year 1.3980411 thetao Southern_Ocean_Basin 1000m MAM 0.5639419 thetao Southern_Ocean_Basin 1000m JJA 0.5586111 thetao Southern_Ocean_Basin 1000m SON 0.5610614 thetao Southern_Ocean_Basin 1000m DJF 0.5654247 +thetao Southern_Ocean_Basin 1000m year 0.56107116 thetao Mediterranean_Basin 10m MAM 0.6799551 thetao Mediterranean_Basin 10m JJA 1.0712183 thetao Mediterranean_Basin 10m SON 1.1965331 thetao Mediterranean_Basin 10m DJF 0.817989 +thetao Mediterranean_Basin 10m year 0.89904875 thetao Mediterranean_Basin 100m MAM 0.5112237 thetao Mediterranean_Basin 100m JJA 0.543606 thetao Mediterranean_Basin 100m SON 0.64230204 thetao Mediterranean_Basin 100m DJF 0.62212837 +thetao Mediterranean_Basin 100m year 0.56310225 thetao Mediterranean_Basin 1000m MAM 0.14420366 thetao Mediterranean_Basin 1000m JJA 0.14296372 thetao Mediterranean_Basin 1000m SON 0.14436933 thetao Mediterranean_Basin 1000m DJF 0.1359285 +thetao Mediterranean_Basin 1000m year 0.14181855 thetao Asia 10m MAM 1.8176246 thetao Asia 10m JJA 1.4353191 thetao Asia 10m SON 1.6851512 thetao Asia 10m DJF 1.6582978 +thetao Asia 10m year 0.6612568 thetao Asia 100m MAM nan thetao Asia 100m JJA nan thetao Asia 100m SON nan thetao Asia 100m DJF nan +thetao Asia 100m year nan thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM nan thetao North_America 10m JJA nan thetao North_America 10m SON nan thetao North_America 10m DJF nan +thetao North_America 10m year nan thetao North_America 100m MAM nan thetao North_America 100m JJA nan thetao North_America 100m SON nan thetao North_America 100m DJF nan +thetao North_America 100m year nan thetao North_America 1000m MAM nan thetao North_America 1000m JJA nan thetao North_America 1000m SON nan thetao North_America 1000m DJF nan +thetao North_America 1000m year nan thetao Europe 10m MAM 1.8713074 thetao Europe 10m JJA 3.0323753 thetao Europe 10m SON 0.7940788 thetao Europe 10m DJF 2.862258 +thetao Europe 10m year 0.3118477 thetao Europe 100m MAM nan thetao Europe 100m JJA nan thetao Europe 100m SON nan thetao Europe 100m DJF nan +thetao Europe 100m year nan thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM nan thetao South_America 10m JJA nan thetao South_America 10m SON nan thetao South_America 10m DJF nan +thetao South_America 10m year nan thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM nan thetao Australia 10m JJA nan thetao Australia 10m SON nan thetao Australia 10m DJF nan +thetao Australia 10m year nan thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM nan thetao Antarctica 10m JJA nan thetao Antarctica 10m SON nan thetao Antarctica 10m DJF nan +thetao Antarctica 10m year nan thetao Antarctica 100m MAM nan thetao Antarctica 100m JJA nan thetao Antarctica 100m SON nan thetao Antarctica 100m DJF nan +thetao Antarctica 100m year nan thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 0.8901005 thetao glob 10m JJA 0.8507772 thetao glob 10m SON 0.78356975 thetao glob 10m DJF 0.8643713 +thetao glob 10m year 0.7934888 thetao glob 100m MAM 1.1431127 thetao glob 100m JJA 1.03099 thetao glob 100m SON 1.0614554 thetao glob 100m DJF 1.125501 +thetao glob 100m year 1.0589983 thetao glob 1000m MAM 0.541362 thetao glob 1000m JJA 0.5407945 thetao glob 1000m SON 0.54019433 thetao glob 1000m DJF 0.5394409 +thetao glob 1000m year 0.5388595 thetao arctic 10m MAM 0.72108597 thetao arctic 10m JJA 0.64736366 thetao arctic 10m SON 0.4776958 thetao arctic 10m DJF 0.6829718 +thetao arctic 10m year 0.5707507 thetao arctic 100m MAM 0.5557332 thetao arctic 100m JJA 0.45296967 thetao arctic 100m SON 0.44296914 thetao arctic 100m DJF 0.43234763 +thetao arctic 100m year 0.43688098 thetao arctic 1000m MAM 0.48324692 thetao arctic 1000m JJA 0.5002934 thetao arctic 1000m SON 0.49012297 thetao arctic 1000m DJF 0.47727865 +thetao arctic 1000m year 0.48769483 thetao northmid 10m MAM 0.9585739 thetao northmid 10m JJA 1.0325158 thetao northmid 10m SON 0.8541594 thetao northmid 10m DJF 0.93588686 +thetao northmid 10m year 0.8766576 thetao northmid 100m MAM 1.060491 thetao northmid 100m JJA 1.1196582 thetao northmid 100m SON 1.1971452 thetao northmid 100m DJF 1.1673377 +thetao northmid 100m year 1.1238513 thetao northmid 1000m MAM 0.6080345 thetao northmid 1000m JJA 0.6144308 thetao northmid 1000m SON 0.6106606 thetao northmid 1000m DJF 0.60900754 +thetao northmid 1000m year 0.60962856 thetao tropics 10m MAM 0.64288366 thetao tropics 10m JJA 0.640486 thetao tropics 10m SON 0.63763607 thetao tropics 10m DJF 0.58897364 +thetao tropics 10m year 0.56807286 thetao tropics 100m MAM 1.092089 thetao tropics 100m JJA 1.0949743 thetao tropics 100m SON 1.1971835 thetao tropics 100m DJF 1.1907723 +thetao tropics 100m year 1.0946312 thetao tropics 1000m MAM 0.53684026 thetao tropics 1000m JJA 0.5346162 thetao tropics 1000m SON 0.5364617 thetao tropics 1000m DJF 0.53555214 +thetao tropics 1000m year 0.5340537 thetao innertropics 10m MAM 0.4161469 thetao innertropics 10m JJA 0.5044415 thetao innertropics 10m SON 0.51931024 thetao innertropics 10m DJF 0.40110028 +thetao innertropics 10m year 0.3773318 thetao innertropics 100m MAM 1.2923133 thetao innertropics 100m JJA 1.2914482 thetao innertropics 100m SON 1.4495229 thetao innertropics 100m DJF 1.3924457 +thetao innertropics 100m year 1.2758738 thetao innertropics 1000m MAM 0.5396813 thetao innertropics 1000m JJA 0.5356807 thetao innertropics 1000m SON 0.534196 thetao innertropics 1000m DJF 0.53286564 +thetao innertropics 1000m year 0.5330954 thetao nino34 10m MAM 0.5096502 thetao nino34 10m JJA 0.41305828 thetao nino34 10m SON 0.29206264 thetao nino34 10m DJF 0.2782465 +thetao nino34 10m year 0.23692723 thetao nino34 100m MAM 1.6252053 thetao nino34 100m JJA 0.6044512 thetao nino34 100m SON 0.59712344 thetao nino34 100m DJF 0.5688649 +thetao nino34 100m year 0.77289736 thetao nino34 1000m MAM 0.16450793 thetao nino34 1000m JJA 0.16784783 thetao nino34 1000m SON 0.17726731 thetao nino34 1000m DJF 0.23689665 +thetao nino34 1000m year 0.18663025 thetao southmid 10m MAM 1.1274415 thetao southmid 10m JJA 1.1101232 thetao southmid 10m SON 1.0990902 thetao southmid 10m DJF 1.1119195 +thetao southmid 10m year 1.0783659 thetao southmid 100m MAM 1.5191892 thetao southmid 100m JJA 1.2317948 thetao southmid 100m SON 1.1971077 thetao southmid 100m DJF 1.3795984 +thetao southmid 100m year 1.3139727 thetao southmid 1000m MAM 0.46904114 thetao southmid 1000m JJA 0.46538675 thetao southmid 1000m SON 0.46334496 thetao southmid 1000m DJF 0.4658434 +thetao southmid 1000m year 0.46343243 thetao antarctic 10m MAM 1.1897771 thetao antarctic 10m JJA 0.93383306 thetao antarctic 10m SON 0.76903874 thetao antarctic 10m DJF 1.2884407 +thetao antarctic 10m year 0.9841971 thetao antarctic 100m MAM 1.2042688 thetao antarctic 100m JJA 0.875206 thetao antarctic 100m SON 0.7974007 thetao antarctic 100m DJF 1.0145955 +thetao antarctic 100m year 0.94931525 thetao antarctic 1000m MAM 0.7784876 thetao antarctic 1000m JJA 0.7671742 thetao antarctic 1000m SON 0.77367324 thetao antarctic 1000m DJF 0.7782586 +thetao antarctic 1000m year 0.7739561 so Atlantic_Basin 10m MAM 0.44388637 so Atlantic_Basin 10m JJA 0.4526067 so Atlantic_Basin 10m SON 0.43382713 so Atlantic_Basin 10m DJF 0.44287905 +so Atlantic_Basin 10m year 0.41906235 so Atlantic_Basin 100m MAM 0.26951957 so Atlantic_Basin 100m JJA 0.26306492 so Atlantic_Basin 100m SON 0.2689127 so Atlantic_Basin 100m DJF 0.26693508 +so Atlantic_Basin 100m year 0.26339254 so Atlantic_Basin 1000m MAM 0.2711423 so Atlantic_Basin 1000m JJA 0.27002302 so Atlantic_Basin 1000m SON 0.269518 so Atlantic_Basin 1000m DJF 0.26933345 +so Atlantic_Basin 1000m year 0.26998368 so Pacific_Basin 10m MAM 0.47921327 so Pacific_Basin 10m JJA 0.47219643 so Pacific_Basin 10m SON 0.4762316 so Pacific_Basin 10m DJF 0.4764409 +so Pacific_Basin 10m year 0.46722358 so Pacific_Basin 100m MAM 0.40107235 so Pacific_Basin 100m JJA 0.38764644 so Pacific_Basin 100m SON 0.38934687 so Pacific_Basin 100m DJF 0.39307904 +so Pacific_Basin 100m year 0.39186838 so Pacific_Basin 1000m MAM 0.053232983 so Pacific_Basin 1000m JJA 0.052707423 so Pacific_Basin 1000m SON 0.053059783 so Pacific_Basin 1000m DJF 0.05367036 +so Pacific_Basin 1000m year 0.053063598 so Indian_Basin 10m MAM 0.35805252 so Indian_Basin 10m JJA 0.33966506 so Indian_Basin 10m SON 0.359904 so Indian_Basin 10m DJF 0.35423458 +so Indian_Basin 10m year 0.33439353 so Indian_Basin 100m MAM 0.2674714 so Indian_Basin 100m JJA 0.25617862 so Indian_Basin 100m SON 0.25590038 so Indian_Basin 100m DJF 0.26251101 +so Indian_Basin 100m year 0.2571614 so Indian_Basin 1000m MAM 0.113557436 so Indian_Basin 1000m JJA 0.11570749 so Indian_Basin 1000m SON 0.11546625 so Indian_Basin 1000m DJF 0.115889 +so Indian_Basin 1000m year 0.11499567 so Arctic_Basin 10m MAM 1.1079714 so Arctic_Basin 10m JJA 1.2894197 so Arctic_Basin 10m SON 1.1292925 so Arctic_Basin 10m DJF 1.2042779 +so Arctic_Basin 10m year 1.1102556 so Arctic_Basin 100m MAM 0.7142506 so Arctic_Basin 100m JJA 0.7470116 so Arctic_Basin 100m SON 0.793691 so Arctic_Basin 100m DJF 0.7285085 +so Arctic_Basin 100m year 0.74407995 so Arctic_Basin 1000m MAM 0.021261787 so Arctic_Basin 1000m JJA 0.018230438 so Arctic_Basin 1000m SON 0.016882926 so Arctic_Basin 1000m DJF 0.024992028 +so Arctic_Basin 1000m year 0.01991168 so Southern_Ocean_Basin 10m MAM 0.26032364 so Southern_Ocean_Basin 10m JJA 0.2278855 so Southern_Ocean_Basin 10m SON 0.22753625 so Southern_Ocean_Basin 10m DJF 0.27788162 +so Southern_Ocean_Basin 10m year 0.24519011 so Southern_Ocean_Basin 100m MAM 0.2503043 so Southern_Ocean_Basin 100m JJA 0.25072542 so Southern_Ocean_Basin 100m SON 0.23946816 so Southern_Ocean_Basin 100m DJF 0.23645128 +so Southern_Ocean_Basin 100m year 0.24271749 so Southern_Ocean_Basin 1000m MAM 0.059793815 so Southern_Ocean_Basin 1000m JJA 0.060668893 so Southern_Ocean_Basin 1000m SON 0.061497014 so Southern_Ocean_Basin 1000m DJF 0.06112686 +so Southern_Ocean_Basin 1000m year 0.06055113 so Mediterranean_Basin 10m MAM 0.8085576 so Mediterranean_Basin 10m JJA 0.7877819 so Mediterranean_Basin 10m SON 0.7646509 so Mediterranean_Basin 10m DJF 0.78083694 +so Mediterranean_Basin 10m year 0.78405076 so Mediterranean_Basin 100m MAM 0.85644466 so Mediterranean_Basin 100m JJA 0.8473896 so Mediterranean_Basin 100m SON 0.8656315 so Mediterranean_Basin 100m DJF 0.85711664 +so Mediterranean_Basin 100m year 0.85664594 so Mediterranean_Basin 1000m MAM 0.49801323 so Mediterranean_Basin 1000m JJA 0.5067267 so Mediterranean_Basin 1000m SON 0.49765968 so Mediterranean_Basin 1000m DJF 0.49283832 +so Mediterranean_Basin 1000m year 0.49880955 so Asia 10m MAM 27.099863 so Asia 10m JJA 27.278608 so Asia 10m SON 26.938028 so Asia 10m DJF 26.88109 +so Asia 10m year 27.049398 so Asia 100m MAM nan so Asia 100m JJA nan so Asia 100m SON nan so Asia 100m DJF nan +so Asia 100m year nan so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM nan so North_America 10m JJA nan so North_America 10m SON nan so North_America 10m DJF nan +so North_America 10m year nan so North_America 100m MAM nan so North_America 100m JJA nan so North_America 100m SON nan so North_America 100m DJF nan +so North_America 100m year nan so North_America 1000m MAM nan so North_America 1000m JJA nan so North_America 1000m SON nan so North_America 1000m DJF nan +so North_America 1000m year nan so Europe 10m MAM 29.272995 so Europe 10m JJA 31.391602 so Europe 10m SON 30.729202 so Europe 10m DJF 29.196121 +so Europe 10m year 30.14748 so Europe 100m MAM nan so Europe 100m JJA nan so Europe 100m SON nan so Europe 100m DJF nan +so Europe 100m year nan so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM nan so South_America 10m JJA nan so South_America 10m SON nan so South_America 10m DJF nan +so South_America 10m year nan so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM nan so Australia 10m JJA nan so Australia 10m SON nan so Australia 10m DJF nan +so Australia 10m year nan so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM nan so Antarctica 10m JJA nan so Antarctica 10m SON nan so Antarctica 10m DJF nan +so Antarctica 10m year nan so Antarctica 100m MAM nan so Antarctica 100m JJA nan so Antarctica 100m SON nan so Antarctica 100m DJF nan +so Antarctica 100m year nan so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.5074868 so glob 10m JJA 0.51716214 so glob 10m SON 0.49793977 so glob 10m DJF 0.52156985 +so glob 10m year 0.49267092 so glob 100m MAM 0.35946628 so glob 100m JJA 0.35625747 so glob 100m SON 0.35926026 so glob 100m DJF 0.35325274 +so glob 100m year 0.35512716 so glob 1000m MAM 0.10758874 so glob 1000m JJA 0.10749103 so glob 1000m SON 0.10759133 so glob 1000m DJF 0.10838496 +so glob 1000m year 0.10760615 so arctic 10m MAM 1.0282667 so arctic 10m JJA 1.1801764 so arctic 10m SON 1.0474862 so arctic 10m DJF 1.1212597 +so arctic 10m year 1.0318036 so arctic 100m MAM 0.63920945 so arctic 100m JJA 0.66074914 so arctic 100m SON 0.7002486 so arctic 100m DJF 0.64928865 +so arctic 100m year 0.65988094 so arctic 1000m MAM 0.027558165 so arctic 1000m JJA 0.025120007 so arctic 1000m SON 0.024033835 so arctic 1000m DJF 0.030424362 +so arctic 1000m year 0.026412033 so northmid 10m MAM 0.70616037 so northmid 10m JJA 0.7103005 so northmid 10m SON 0.6962377 so northmid 10m DJF 0.70385087 +so northmid 10m year 0.6949872 so northmid 100m MAM 0.3685104 so northmid 100m JJA 0.35636368 so northmid 100m SON 0.3545639 so northmid 100m DJF 0.37386984 +so northmid 100m year 0.36080927 so northmid 1000m MAM 0.23092312 so northmid 1000m JJA 0.23006812 so northmid 1000m SON 0.22955677 so northmid 1000m DJF 0.2309404 +so northmid 1000m year 0.23025736 so tropics 10m MAM 0.43281165 so tropics 10m JJA 0.42350096 so tropics 10m SON 0.43071327 so tropics 10m DJF 0.42563552 +so tropics 10m year 0.40940943 so tropics 100m MAM 0.33585685 so tropics 100m JJA 0.32491475 so tropics 100m SON 0.32662502 so tropics 100m DJF 0.3248375 +so tropics 100m year 0.32584876 so tropics 1000m MAM 0.13445964 so tropics 1000m JJA 0.13466159 so tropics 1000m SON 0.1345425 so tropics 1000m DJF 0.13475923 +so tropics 1000m year 0.13452022 so innertropics 10m MAM 0.4451908 so innertropics 10m JJA 0.4412491 so innertropics 10m SON 0.43184283 so innertropics 10m DJF 0.4268503 +so innertropics 10m year 0.4090359 so innertropics 100m MAM 0.3260299 so innertropics 100m JJA 0.3183301 so innertropics 100m SON 0.3158996 so innertropics 100m DJF 0.30747727 +so innertropics 100m year 0.3147204 so innertropics 1000m MAM 0.14165802 so innertropics 1000m JJA 0.14208363 so innertropics 1000m SON 0.14193957 so innertropics 1000m DJF 0.14181451 +so innertropics 1000m year 0.14185165 so nino34 10m MAM 0.278462 so nino34 10m JJA 0.24272725 so nino34 10m SON 0.22056039 so nino34 10m DJF 0.25123337 +so nino34 10m year 0.24398963 so nino34 100m MAM 0.41689664 so nino34 100m JJA 0.38674325 so nino34 100m SON 0.3546024 so nino34 100m DJF 0.3439972 +so nino34 100m year 0.37555987 so nino34 1000m MAM 0.08022381 so nino34 1000m JJA 0.085240014 so nino34 1000m SON 0.08096065 so nino34 1000m DJF 0.075480394 +so nino34 1000m year 0.08047622 so southmid 10m MAM 0.26345712 so southmid 10m JJA 0.26090923 so southmid 10m SON 0.26407263 so southmid 10m DJF 0.26298526 +so southmid 10m year 0.26054895 so southmid 100m MAM 0.24974316 so southmid 100m JJA 0.25160214 so southmid 100m SON 0.25319254 so southmid 100m DJF 0.24777652 +so southmid 100m year 0.24917203 so southmid 1000m MAM 0.06316921 so southmid 1000m JJA 0.06386256 so southmid 1000m SON 0.064158484 so southmid 1000m DJF 0.063723035 +so southmid 1000m year 0.063529834 so antarctic 10m MAM 0.36088175 so antarctic 10m JJA 0.26911062 so antarctic 10m SON 0.25900057 so antarctic 10m DJF 0.40273863 +so antarctic 10m year 0.31878743 so antarctic 100m MAM 0.35508257 so antarctic 100m JJA 0.3488731 so antarctic 100m SON 0.31748262 so antarctic 100m DJF 0.31827924 +so antarctic 100m year 0.33360645 so antarctic 1000m MAM 0.052189674 so antarctic 1000m JJA 0.05267689 so antarctic 1000m SON 0.054215543 so antarctic 1000m DJF 0.054388512 +so antarctic 1000m year 0.05313065 diff --git a/eval/ERA5/ICON-ESM-LR.csv b/eval/ERA5/ICON-ESM-LR.csv index 3d0f069..f551a1f 100644 --- a/eval/ERA5/ICON-ESM-LR.csv +++ b/eval/ERA5/ICON-ESM-LR.csv @@ -3,1583 +3,1979 @@ siconc Atlantic_Basin surface MAM 12.28831598310101 siconc Atlantic_Basin surface JJA 22.699138713492044 siconc Atlantic_Basin surface SON 23.866167414197957 siconc Atlantic_Basin surface DJF 10.622392149205789 +siconc Atlantic_Basin surface year 14.135547158538996 siconc Pacific_Basin surface MAM 14.693209753852374 siconc Pacific_Basin surface JJA 3.864926740086805 siconc Pacific_Basin surface SON 7.093506341558686 siconc Pacific_Basin surface DJF 18.748470258339026 +siconc Pacific_Basin surface year 8.553356482624059 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 5.181765653169298 siconc Arctic_Basin surface JJA 40.619573384497954 siconc Arctic_Basin surface SON 45.599788978828876 siconc Arctic_Basin surface DJF 3.8104471950035226 +siconc Arctic_Basin surface year 22.80606462196107 siconc Southern_Ocean_Basin surface MAM 24.938897108606312 siconc Southern_Ocean_Basin surface JJA 12.990646813217266 siconc Southern_Ocean_Basin surface SON 19.14424601187187 siconc Southern_Ocean_Basin surface DJF 26.47014700780375 +siconc Southern_Ocean_Basin surface year 18.091932842920517 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 17.02571838378907 siconc Asia surface JJA 25.466139450073243 siconc Asia surface SON 34.41979179382324 siconc Asia surface DJF 11.367425994873052 +siconc Asia surface year 22.068516998291017 siconc North_America surface MAM 14.288285909195745 siconc North_America surface JJA 20.028643124898277 siconc North_America surface SON 23.118618812561035 siconc North_America surface DJF 4.71271511395772 +siconc North_America surface year 14.975556043783824 siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 4.264389419555664 siconc Antarctica surface JJA 17.88185791015625 siconc Antarctica surface SON 0.2950419998168954 siconc Antarctica surface DJF 0.4594692490436137 +siconc Antarctica surface year 3.2182389450073234 siconc glob surface MAM 13.62849793196259 siconc glob surface JJA 25.83792097051434 siconc glob surface SON 30.966521673189217 siconc glob surface DJF 14.059847498276833 +siconc glob surface year 19.130827257353573 siconc arctic surface MAM 6.528169376618873 siconc arctic surface JJA 37.864117427976296 siconc arctic surface SON 42.462609913345425 siconc arctic surface DJF 4.93428086924195 +siconc arctic surface year 21.524225835208053 siconc northmid surface MAM 12.281623153011385 siconc northmid surface JJA 9.65078140488374 siconc northmid surface SON 5.6790770886810105 siconc northmid surface DJF 16.529350157771432 +siconc northmid surface year 8.342192278168616 siconc tropics surface MAM nan siconc 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3.3082564 ua Mediterranean_Basin 300hPa SON 2.3756325 ua Mediterranean_Basin 300hPa DJF 4.777589 +ua Mediterranean_Basin 300hPa year 2.7909093 ua Asia 300hPa MAM 4.1996026 ua Asia 300hPa JJA 2.9913821 ua Asia 300hPa SON 2.66301 ua Asia 300hPa DJF 3.9405134 +ua Asia 300hPa year 3.1485884 ua North_America 300hPa MAM 3.137918 ua North_America 300hPa JJA 1.8100345 ua North_America 300hPa SON 3.2305741 ua North_America 300hPa DJF 2.542402 +ua North_America 300hPa year 2.135325 ua Europe 300hPa MAM 3.605916 ua Europe 300hPa JJA 3.3560283 ua Europe 300hPa SON 3.7989066 ua Europe 300hPa DJF 7.744055 +ua Europe 300hPa year 4.4765143 ua Africa 300hPa MAM 2.7167141 ua Africa 300hPa JJA 2.7065215 ua Africa 300hPa SON 2.738941 ua Africa 300hPa DJF 3.5471573 +ua Africa 300hPa year 2.583612 ua South_America 300hPa MAM 2.0746644 ua South_America 300hPa JJA 1.7881769 ua South_America 300hPa SON 2.1921356 ua South_America 300hPa DJF 2.1260872 +ua South_America 300hPa year 1.6000956 ua Oceania 300hPa MAM 2.9159212 ua Oceania 300hPa JJA 4.4083824 ua Oceania 300hPa SON 5.0969787 ua Oceania 300hPa DJF 1.7857451 +ua Oceania 300hPa year 3.5516531 ua Australia 300hPa MAM 4.822088 ua Australia 300hPa JJA 2.6454506 ua Australia 300hPa SON 4.158649 ua Australia 300hPa DJF 3.2077832 +ua Australia 300hPa year 3.357602 ua Antarctica 300hPa MAM 1.8568339 ua Antarctica 300hPa JJA 1.7412231 ua Antarctica 300hPa SON 1.1005881 ua Antarctica 300hPa DJF 1.451373 +ua Antarctica 300hPa year 1.3955377 ua glob 300hPa MAM 3.3346217 ua glob 300hPa JJA 2.5812027 ua glob 300hPa SON 2.8158283 ua glob 300hPa DJF 3.7595184 +ua glob 300hPa year 2.7169023 ua arctic 300hPa MAM 1.8989694 ua arctic 300hPa JJA 1.3872691 ua arctic 300hPa SON 1.9132742 ua arctic 300hPa DJF 2.7460747 +ua arctic 300hPa year 1.7706285 ua northmid 300hPa MAM 5.238645 ua northmid 300hPa JJA 2.999606 ua northmid 300hPa SON 3.4261682 ua northmid 300hPa DJF 5.5465817 +ua northmid 300hPa year 3.5979946 ua tropics 300hPa MAM 3.4317 ua tropics 300hPa 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+tos South_America surface year 0.32346252 tos Oceania surface MAM 0.4310554 tos Oceania surface JJA 0.41605344 tos Oceania surface SON 0.5362659 tos Oceania surface DJF 0.33745417 +tos Oceania surface year 0.43020722 tos Australia surface MAM 0.5372629 tos Australia surface JJA 0.25073472 tos Australia surface SON 0.39586326 tos Australia surface DJF 0.66969615 +tos Australia surface year 0.46338928 tos Antarctica surface MAM 1.2959625 tos Antarctica surface JJA 0.17704093 tos Antarctica surface SON 0.57139206 tos Antarctica surface DJF 0.83602357 +tos Antarctica surface year 0.6315843 tos glob surface MAM 0.35337883 tos glob surface JJA 0.3556538 tos glob surface SON 0.3230227 tos glob surface DJF 0.36887556 +tos glob surface year 0.31118482 tos arctic surface MAM 0.09815306 tos arctic surface JJA 0.6907903 tos arctic surface SON 0.5474753 tos arctic surface DJF 0.09820958 +tos arctic surface year 0.31513047 tos northmid surface MAM 0.36245894 tos northmid surface JJA 0.5596676 tos northmid surface SON 0.52386487 tos northmid surface DJF 0.3468648 +tos northmid surface year 0.3870069 tos tropics surface MAM 0.4483021 tos tropics surface JJA 0.31899777 tos tropics surface SON 0.30290747 tos tropics surface DJF 0.37994543 +tos tropics surface year 0.3425267 tos innertropics surface MAM 0.49624047 tos innertropics surface JJA 0.2861953 tos innertropics surface SON 0.2898435 tos innertropics surface DJF 0.36706683 +tos innertropics surface year 0.34031028 tos nino34 surface MAM 0.7823659 tos nino34 surface JJA 0.403128 tos nino34 surface SON 0.09939979 tos nino34 surface DJF 0.42818615 +tos nino34 surface year 0.40116498 tos southmid surface MAM 0.331297 tos southmid surface JJA 0.20982215 tos southmid surface SON 0.19720072 tos southmid surface DJF 0.3902147 +tos southmid surface year 0.24692187 tos antarctic surface MAM 0.4201524 tos antarctic surface JJA 0.10904727 tos antarctic surface SON 0.12811378 tos antarctic surface DJF 0.7545695 +tos antarctic surface year 0.26570845 mlotst Atlantic_Basin surface MAM 33.36397 mlotst Atlantic_Basin surface JJA 8.501601 mlotst Atlantic_Basin surface SON 10.704773 mlotst Atlantic_Basin surface DJF 31.387398 +mlotst Atlantic_Basin surface year 18.611393 mlotst Pacific_Basin surface MAM 12.143537 mlotst Pacific_Basin surface JJA 8.866884 mlotst Pacific_Basin surface SON 7.1909566 mlotst Pacific_Basin surface DJF 12.231631 +mlotst Pacific_Basin surface year 8.067576 mlotst Indian_Basin surface MAM 7.7042274 mlotst Indian_Basin surface JJA 10.689133 mlotst Indian_Basin surface SON 7.1003723 mlotst Indian_Basin surface DJF 5.5818853 +mlotst Indian_Basin surface year 5.786208 mlotst Arctic_Basin surface MAM 15.725597 mlotst Arctic_Basin surface JJA 5.2737246 mlotst Arctic_Basin surface SON 5.7078953 mlotst Arctic_Basin surface DJF 14.15901 +mlotst Arctic_Basin surface year 9.846553 mlotst Southern_Ocean_Basin surface MAM 18.479898 mlotst Southern_Ocean_Basin surface JJA 49.946056 mlotst Southern_Ocean_Basin surface SON 63.95621 mlotst Southern_Ocean_Basin surface DJF 11.622889 +mlotst Southern_Ocean_Basin surface year 33.6098 mlotst Mediterranean_Basin surface MAM 11.4535475 mlotst Mediterranean_Basin surface JJA 4.8387513 mlotst Mediterranean_Basin surface SON 8.457584 mlotst Mediterranean_Basin surface DJF 32.08325 +mlotst Mediterranean_Basin surface year 12.970692 mlotst Asia surface MAM 10.880846 mlotst Asia surface JJA 7.9747543 mlotst Asia surface SON 12.456068 mlotst Asia surface DJF 22.844166 +mlotst Asia surface year 13.49101 mlotst North_America surface MAM 11.855039 mlotst North_America surface JJA 6.5393405 mlotst North_America surface SON 11.704548 mlotst North_America surface DJF 17.626524 +mlotst North_America surface year 11.856171 mlotst Europe surface MAM 22.15361 mlotst Europe surface JJA 6.2479486 mlotst Europe surface SON 16.95241 mlotst Europe surface DJF 35.418705 +mlotst Europe surface year 20.168875 mlotst Africa surface MAM 12.860952 mlotst Africa surface JJA 15.576592 mlotst Africa surface SON 13.230684 mlotst Africa surface DJF 25.429222 +mlotst Africa surface year 16.733084 mlotst South_America surface MAM 14.006092 mlotst South_America surface JJA 18.578403 mlotst South_America surface SON 12.582438 mlotst South_America surface DJF 9.793591 +mlotst South_America surface year 13.740132 mlotst Oceania surface MAM 25.209593 mlotst Oceania surface JJA 48.004185 mlotst Oceania surface SON 27.600708 mlotst Oceania surface DJF 9.410074 +mlotst Oceania surface year 27.556139 mlotst Australia surface MAM 21.58181 mlotst Australia surface JJA 41.885666 mlotst Australia surface SON 23.657248 mlotst Australia surface DJF 10.634776 +mlotst Australia surface year 24.439875 mlotst Antarctica surface MAM 26.41254 mlotst Antarctica surface JJA 21.123623 mlotst Antarctica surface SON 16.755943 mlotst Antarctica surface DJF 11.2053 +mlotst Antarctica surface year 18.753347 mlotst glob surface MAM 17.55789 mlotst glob surface JJA 19.3314 mlotst glob surface SON 22.632704 mlotst glob surface DJF 15.635353 +mlotst glob surface year 16.922586 mlotst arctic surface MAM 30.591204 mlotst arctic surface JJA 5.4333644 mlotst arctic surface SON 7.525814 mlotst arctic surface DJF 28.487095 +mlotst arctic surface year 17.06026 mlotst northmid surface MAM 27.224188 mlotst northmid surface JJA 4.7842913 mlotst northmid surface SON 10.191508 mlotst northmid surface DJF 33.590076 +mlotst northmid surface year 15.9604225 mlotst tropics surface MAM 8.640261 mlotst tropics surface JJA 9.428098 mlotst tropics surface SON 7.3637466 mlotst tropics surface DJF 8.212828 +mlotst tropics surface year 6.8306055 mlotst innertropics surface MAM 7.7347884 mlotst innertropics surface JJA 9.262318 mlotst innertropics surface SON 7.31741 mlotst innertropics surface DJF 7.5902224 +mlotst innertropics surface year 6.6781964 mlotst nino34 surface MAM 3.0504968 mlotst nino34 surface JJA 8.315356 mlotst nino34 surface SON 10.272382 mlotst nino34 surface DJF 7.534885 +mlotst nino34 surface year 6.5571156 mlotst southmid surface MAM 16.423597 mlotst southmid surface JJA 39.39499 mlotst southmid surface SON 48.114033 mlotst southmid surface DJF 10.567557 +mlotst southmid surface year 25.769497 mlotst antarctic surface MAM 17.178747 mlotst antarctic surface JJA 53.330116 mlotst antarctic surface SON 63.7522 mlotst antarctic surface DJF 8.701745 +mlotst antarctic surface year 34.85506 thetao Atlantic_Basin 10m MAM 1.4985002 thetao Atlantic_Basin 10m JJA 1.2500334 thetao Atlantic_Basin 10m SON 1.1840854 thetao Atlantic_Basin 10m DJF 1.4012971 +thetao Atlantic_Basin 10m year 1.1063304 thetao Atlantic_Basin 100m MAM 2.6121132 thetao Atlantic_Basin 100m JJA 2.6737804 thetao Atlantic_Basin 100m SON 2.6425304 thetao Atlantic_Basin 100m DJF 2.6109731 +thetao Atlantic_Basin 100m year 2.5945208 thetao Atlantic_Basin 1000m MAM 1.9454695 thetao Atlantic_Basin 1000m JJA 1.9411436 thetao Atlantic_Basin 1000m SON 1.9448025 thetao Atlantic_Basin 1000m DJF 1.9639752 +thetao Atlantic_Basin 1000m year 1.9487829 thetao Pacific_Basin 10m MAM 1.5250766 thetao Pacific_Basin 10m JJA 1.344071 thetao Pacific_Basin 10m SON 1.3282613 thetao Pacific_Basin 10m DJF 1.4292252 +thetao Pacific_Basin 10m year 1.2318649 thetao Pacific_Basin 100m MAM 3.1976259 thetao Pacific_Basin 100m JJA 3.356255 thetao Pacific_Basin 100m SON 3.2736504 thetao Pacific_Basin 100m DJF 3.2862403 +thetao Pacific_Basin 100m year 3.2300181 thetao Pacific_Basin 1000m MAM 2.186844 thetao Pacific_Basin 1000m JJA 2.1789618 thetao Pacific_Basin 1000m SON 2.1823242 thetao Pacific_Basin 1000m DJF 2.1847007 +thetao Pacific_Basin 1000m year 2.1832075 thetao Indian_Basin 10m MAM 0.89294887 thetao Indian_Basin 10m JJA 0.6490853 thetao Indian_Basin 10m SON 0.83021545 thetao Indian_Basin 10m DJF 0.8504913 +thetao Indian_Basin 10m year 0.6277825 thetao Indian_Basin 100m MAM 2.8441072 thetao Indian_Basin 100m JJA 2.777455 thetao Indian_Basin 100m SON 2.6232297 thetao Indian_Basin 100m DJF 2.672269 +thetao Indian_Basin 100m year 2.6312232 thetao Indian_Basin 1000m MAM 3.3037512 thetao Indian_Basin 1000m JJA 3.300523 thetao Indian_Basin 1000m SON 3.2952054 thetao Indian_Basin 1000m DJF 3.3165643 +thetao Indian_Basin 1000m year 3.3040109 thetao Arctic_Basin 10m MAM 0.51533914 thetao Arctic_Basin 10m JJA 0.5483316 thetao Arctic_Basin 10m SON 0.57572865 thetao Arctic_Basin 10m DJF 0.5974652 +thetao Arctic_Basin 10m year 0.44668442 thetao Arctic_Basin 100m MAM 0.7725978 thetao Arctic_Basin 100m JJA 0.79632246 thetao Arctic_Basin 100m SON 0.8029435 thetao Arctic_Basin 100m DJF 0.8101589 +thetao Arctic_Basin 100m year 0.7707643 thetao Arctic_Basin 1000m MAM 0.5688935 thetao Arctic_Basin 1000m JJA 0.55337214 thetao Arctic_Basin 1000m SON 0.5597545 thetao Arctic_Basin 1000m DJF 0.5736278 +thetao Arctic_Basin 1000m year 0.5633808 thetao Southern_Ocean_Basin 10m MAM 0.92100525 thetao Southern_Ocean_Basin 10m JJA 0.8584469 thetao Southern_Ocean_Basin 10m SON 0.8791096 thetao Southern_Ocean_Basin 10m DJF 1.1702409 +thetao Southern_Ocean_Basin 10m year 0.8037136 thetao Southern_Ocean_Basin 100m MAM 1.0588279 thetao Southern_Ocean_Basin 100m JJA 0.962866 thetao Southern_Ocean_Basin 100m SON 0.95758516 thetao Southern_Ocean_Basin 100m DJF 1.0299746 +thetao Southern_Ocean_Basin 100m year 0.9816913 thetao Southern_Ocean_Basin 1000m MAM 1.1929934 thetao Southern_Ocean_Basin 1000m JJA 1.193151 thetao Southern_Ocean_Basin 1000m SON 1.1972225 thetao Southern_Ocean_Basin 1000m DJF 1.196352 +thetao Southern_Ocean_Basin 1000m year 1.1948324 thetao Mediterranean_Basin 10m MAM 1.081909 thetao Mediterranean_Basin 10m JJA 3.3836217 thetao Mediterranean_Basin 10m SON 2.6552224 thetao Mediterranean_Basin 10m DJF 0.68654513 +thetao Mediterranean_Basin 10m year 1.8421715 thetao Mediterranean_Basin 100m MAM 0.62188524 thetao Mediterranean_Basin 100m JJA 0.6407238 thetao Mediterranean_Basin 100m SON 0.7870771 thetao Mediterranean_Basin 100m DJF 0.7928101 +thetao Mediterranean_Basin 100m year 0.68805796 thetao Mediterranean_Basin 1000m MAM 0.44892034 thetao Mediterranean_Basin 1000m JJA 0.45656967 thetao Mediterranean_Basin 1000m SON 0.4564716 thetao Mediterranean_Basin 1000m DJF 0.45586607 +thetao Mediterranean_Basin 1000m year 0.45445576 thetao Asia 10m MAM 1.5004585 thetao Asia 10m JJA 2.1036842 thetao Asia 10m SON 2.1016948 thetao Asia 10m DJF 1.7327036 +thetao Asia 10m year 1.5384704 thetao Asia 100m MAM 2.0894394 thetao Asia 100m JJA 1.713872 thetao Asia 100m SON 2.0774806 thetao Asia 100m DJF 2.8866017 +thetao Asia 100m year 1.8990902 thetao Asia 1000m MAM 2.115551 thetao Asia 1000m JJA 2.0847263 thetao Asia 1000m SON 2.0744138 thetao Asia 1000m DJF 2.1032095 +thetao Asia 1000m year 2.0944743 thetao North_America 10m MAM 1.9049724 thetao North_America 10m JJA 1.7342911 thetao North_America 10m SON 1.6171801 thetao North_America 10m DJF 1.8167167 +thetao North_America 10m year 1.3982044 thetao North_America 100m MAM 2.0516155 thetao North_America 100m JJA 1.7123827 thetao North_America 100m SON 1.6689688 thetao North_America 100m DJF 1.6784438 +thetao North_America 100m year 1.7145827 thetao North_America 1000m MAM 2.3601382 thetao North_America 1000m JJA 2.334789 thetao North_America 1000m SON 2.3997679 thetao North_America 1000m DJF 2.3742568 +thetao North_America 1000m year 2.367234 thetao Europe 10m MAM 1.3601751 thetao Europe 10m JJA 1.9838758 thetao Europe 10m SON 1.7980945 thetao Europe 10m DJF 1.593085 +thetao Europe 10m year 1.4890797 thetao Europe 100m MAM 0.91221476 thetao Europe 100m JJA 0.80960256 thetao Europe 100m SON 0.7207038 thetao Europe 100m DJF 0.7649678 +thetao Europe 100m year 0.7635413 thetao Europe 1000m MAM 0.44485772 thetao Europe 1000m JJA 0.44912112 thetao Europe 1000m SON 0.44872534 thetao Europe 1000m DJF 0.44258356 +thetao Europe 1000m year 0.44632494 thetao Africa 10m MAM 3.6603954 thetao Africa 10m JJA 4.1792965 thetao Africa 10m SON 3.484877 thetao Africa 10m DJF 3.1573677 +thetao Africa 10m year 3.4428513 thetao Africa 100m MAM 1.4564798 thetao Africa 100m JJA 1.1033803 thetao Africa 100m SON 1.4385315 thetao Africa 100m DJF 1.5789423 +thetao Africa 100m year 1.3927873 thetao Africa 1000m MAM 2.3680737 thetao Africa 1000m JJA 2.3360932 thetao Africa 1000m SON 2.3243961 thetao Africa 1000m DJF 2.4012003 +thetao Africa 1000m year 2.357441 thetao South_America 10m MAM 2.8150823 thetao South_America 10m JJA 1.9925145 thetao South_America 10m SON 2.006983 thetao South_America 10m DJF 2.2899761 +thetao South_America 10m year 1.8717659 thetao South_America 100m MAM 4.382474 thetao South_America 100m JJA 4.3695946 thetao South_America 100m SON 4.09299 thetao South_America 100m DJF 4.2915697 +thetao South_America 100m year 4.2841616 thetao South_America 1000m MAM 2.1448998 thetao South_America 1000m JJA 2.1303616 thetao South_America 1000m SON 2.100223 thetao South_America 1000m DJF 2.1583686 +thetao South_America 1000m year 2.1334596 thetao Oceania 10m MAM 1.6769222 thetao Oceania 10m JJA 0.78760016 thetao Oceania 10m SON 0.62366086 thetao Oceania 10m DJF 1.5994694 +thetao Oceania 10m year 0.86656225 thetao Oceania 100m MAM 2.5025535 thetao Oceania 100m JJA 2.3047686 thetao Oceania 100m SON 2.0206826 thetao Oceania 100m DJF 2.344817 +thetao Oceania 100m year 2.2932081 thetao Oceania 1000m MAM 2.4218273 thetao Oceania 1000m JJA 2.3990905 thetao Oceania 1000m SON 2.3933146 thetao Oceania 1000m DJF 2.432455 +thetao Oceania 1000m year 2.4116795 thetao Australia 10m MAM 2.1567192 thetao Australia 10m JJA 0.72499645 thetao Australia 10m SON 0.94357383 thetao Australia 10m DJF 2.7424197 +thetao Australia 10m year 1.5422559 thetao Australia 100m MAM 0.38285637 thetao Australia 100m JJA 1.2475325 thetao Australia 100m SON 1.5290858 thetao Australia 100m DJF 0.69210786 +thetao Australia 100m year 0.8395319 thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 0.8271635 thetao Antarctica 10m JJA 0.24465343 thetao Antarctica 10m SON 0.26394302 thetao Antarctica 10m DJF 2.0489779 +thetao Antarctica 10m year 0.6883644 thetao Antarctica 100m MAM 0.5328008 thetao Antarctica 100m JJA 0.32865223 thetao Antarctica 100m SON 0.36412168 thetao Antarctica 100m DJF 0.28515908 +thetao Antarctica 100m year 0.22357531 thetao Antarctica 1000m MAM 0.24449769 thetao Antarctica 1000m JJA 0.33060402 thetao Antarctica 1000m SON 0.3101278 thetao Antarctica 1000m DJF 0.22248226 +thetao Antarctica 1000m year 0.2769432 thetao glob 10m MAM 1.193277 thetao glob 10m JJA 1.0716249 thetao glob 10m SON 1.0741249 thetao glob 10m DJF 1.2144291 +thetao glob 10m year 0.96319586 thetao glob 100m MAM 2.1882594 thetao glob 100m JJA 2.214944 thetao glob 100m SON 2.16745 thetao glob 100m DJF 2.1949847 +thetao glob 100m year 2.1490533 thetao glob 1000m MAM 1.8413597 thetao glob 1000m JJA 1.836415 thetao glob 1000m SON 1.8392521 thetao glob 1000m DJF 1.8464549 +thetao glob 1000m year 1.8407868 thetao arctic 10m MAM 0.8273734 thetao arctic 10m JJA 0.7030393 thetao arctic 10m SON 0.70123565 thetao arctic 10m DJF 0.8349731 +thetao arctic 10m year 0.6169812 thetao arctic 100m MAM 0.9467936 thetao arctic 100m JJA 0.8786724 thetao arctic 100m SON 0.88979846 thetao arctic 100m DJF 0.86311287 +thetao arctic 100m year 0.84342736 thetao arctic 1000m MAM 0.59085506 thetao arctic 1000m JJA 0.5746934 thetao arctic 1000m SON 0.5788682 thetao arctic 1000m DJF 0.5963267 +thetao arctic 1000m year 0.5846227 thetao northmid 10m MAM 2.230836 thetao northmid 10m JJA 1.9393187 thetao northmid 10m SON 1.8221548 thetao northmid 10m DJF 2.0485044 +thetao northmid 10m year 1.897844 thetao northmid 100m MAM 2.0045772 thetao northmid 100m JJA 2.114132 thetao northmid 100m SON 2.3523042 thetao northmid 100m DJF 2.2015252 +thetao northmid 100m year 2.1443532 thetao northmid 1000m MAM 2.090715 thetao northmid 1000m JJA 2.0856855 thetao northmid 1000m SON 2.0930219 thetao northmid 1000m DJF 2.0952754 +thetao northmid 1000m year 2.0911744 thetao tropics 10m MAM 1.2325251 thetao tropics 10m JJA 1.0681397 thetao tropics 10m SON 1.0773782 thetao tropics 10m DJF 1.1495242 +thetao tropics 10m year 0.921038 thetao tropics 100m MAM 3.5489676 thetao tropics 100m JJA 3.7250443 thetao tropics 100m SON 3.6190789 thetao tropics 100m DJF 3.6380386 +thetao tropics 100m year 3.5686498 thetao tropics 1000m MAM 2.4646308 thetao tropics 1000m JJA 2.4566689 thetao tropics 1000m SON 2.4607134 thetao tropics 1000m DJF 2.4692965 +thetao tropics 1000m year 2.4628277 thetao innertropics 10m MAM 1.234387 thetao innertropics 10m JJA 1.1200931 thetao innertropics 10m SON 1.057456 thetao innertropics 10m DJF 1.0784999 +thetao innertropics 10m year 0.94153637 thetao innertropics 100m MAM 4.163159 thetao innertropics 100m JJA 4.4041047 thetao innertropics 100m SON 4.491071 thetao innertropics 100m DJF 4.439375 +thetao innertropics 100m year 4.288669 thetao innertropics 1000m MAM 2.5842478 thetao innertropics 1000m JJA 2.581045 thetao innertropics 1000m SON 2.5852373 thetao innertropics 1000m DJF 2.5882745 +thetao innertropics 1000m year 2.584701 thetao nino34 10m MAM 2.7901502 thetao nino34 10m JJA 1.7624748 thetao nino34 10m SON 1.2263339 thetao nino34 10m DJF 1.8497034 +thetao nino34 10m year 1.905714 thetao nino34 100m MAM 3.0559688 thetao nino34 100m JJA 3.67263 thetao nino34 100m SON 5.962727 thetao nino34 100m DJF 6.2469172 +thetao nino34 100m year 4.73456 thetao nino34 1000m MAM 2.4723485 thetao nino34 1000m JJA 2.5041454 thetao nino34 1000m SON 2.478134 thetao nino34 1000m DJF 2.4774725 +thetao nino34 1000m year 2.4830253 thetao southmid 10m MAM 1.0844452 thetao southmid 10m JJA 1.1175369 thetao southmid 10m SON 1.2189772 thetao southmid 10m DJF 1.1240621 +thetao southmid 10m year 0.98371303 thetao southmid 100m MAM 1.6405221 thetao southmid 100m JJA 1.4355965 thetao southmid 100m SON 1.3141794 thetao southmid 100m DJF 1.4848228 +thetao southmid 100m year 1.4478346 thetao southmid 1000m MAM 1.5795833 thetao southmid 1000m JJA 1.5798552 thetao southmid 1000m SON 1.5805776 thetao southmid 1000m DJF 1.5875151 +thetao southmid 1000m year 1.5818615 thetao antarctic 10m MAM 0.57309556 thetao antarctic 10m JJA 0.44331285 thetao antarctic 10m SON 0.33878925 thetao antarctic 10m DJF 1.2577615 +thetao antarctic 10m year 0.43693614 thetao antarctic 100m MAM 0.5013912 thetao antarctic 100m JJA 0.55608714 thetao antarctic 100m SON 0.51829886 thetao antarctic 100m DJF 0.4800325 +thetao antarctic 100m year 0.48609442 thetao antarctic 1000m MAM 0.79596704 thetao antarctic 1000m JJA 0.80766374 thetao antarctic 1000m SON 0.8021733 thetao antarctic 1000m DJF 0.7942716 +thetao antarctic 1000m year 0.79973924 so Atlantic_Basin 10m MAM 0.9917073 so Atlantic_Basin 10m JJA 1.1701709 so Atlantic_Basin 10m SON 1.1321918 so Atlantic_Basin 10m DJF 0.98474544 +so Atlantic_Basin 10m year 1.0523043 so Atlantic_Basin 100m MAM 0.49239126 so Atlantic_Basin 100m JJA 0.49194148 so Atlantic_Basin 100m SON 0.4846384 so Atlantic_Basin 100m DJF 0.4894111 +so Atlantic_Basin 100m year 0.4866205 so Atlantic_Basin 1000m MAM 0.1985525 so Atlantic_Basin 1000m JJA 0.19760625 so Atlantic_Basin 1000m SON 0.1971055 so Atlantic_Basin 1000m DJF 0.19786528 +so Atlantic_Basin 1000m year 0.19776785 so Pacific_Basin 10m MAM 0.45188415 so Pacific_Basin 10m JJA 0.47082603 so Pacific_Basin 10m SON 0.50853556 so Pacific_Basin 10m DJF 0.45894378 +so Pacific_Basin 10m year 0.44385433 so Pacific_Basin 100m MAM 0.39392564 so Pacific_Basin 100m JJA 0.38871872 so Pacific_Basin 100m SON 0.3886362 so Pacific_Basin 100m DJF 0.3919693 +so Pacific_Basin 100m year 0.3869862 so Pacific_Basin 1000m MAM 0.056371536 so Pacific_Basin 1000m JJA 0.056783658 so Pacific_Basin 1000m SON 0.056958158 so Pacific_Basin 1000m DJF 0.05683301 +so Pacific_Basin 1000m year 0.056638565 so Indian_Basin 10m MAM 0.6599904 so Indian_Basin 10m JJA 0.6401028 so Indian_Basin 10m SON 0.6341481 so Indian_Basin 10m DJF 0.61332524 +so Indian_Basin 10m year 0.63327014 so Indian_Basin 100m MAM 0.33272144 so Indian_Basin 100m JJA 0.33559105 so Indian_Basin 100m SON 0.3531717 so Indian_Basin 100m DJF 0.3635412 +so Indian_Basin 100m year 0.34011927 so Indian_Basin 1000m MAM 0.16354284 so Indian_Basin 1000m JJA 0.1657066 so Indian_Basin 1000m SON 0.16502109 so Indian_Basin 1000m DJF 0.16444893 +so Indian_Basin 1000m year 0.16456656 so Arctic_Basin 10m MAM 2.04963 so Arctic_Basin 10m JJA 2.753127 so Arctic_Basin 10m SON 2.797109 so Arctic_Basin 10m DJF 2.3760724 +so Arctic_Basin 10m year 2.4497213 so Arctic_Basin 100m MAM 0.708196 so Arctic_Basin 100m JJA 0.6977938 so Arctic_Basin 100m SON 0.64649403 so Arctic_Basin 100m DJF 0.7066298 +so Arctic_Basin 100m year 0.688512 so Arctic_Basin 1000m MAM 0.0716191 so Arctic_Basin 1000m JJA 0.077417396 so Arctic_Basin 1000m SON 0.077764094 so Arctic_Basin 1000m DJF 0.06816008 +so Arctic_Basin 1000m year 0.073740125 so Southern_Ocean_Basin 10m MAM 0.460629 so Southern_Ocean_Basin 10m JJA 0.4223734 so Southern_Ocean_Basin 10m SON 0.47023377 so Southern_Ocean_Basin 10m DJF 0.59867644 +so Southern_Ocean_Basin 10m year 0.47700384 so Southern_Ocean_Basin 100m MAM 0.180894 so Southern_Ocean_Basin 100m JJA 0.18180859 so Southern_Ocean_Basin 100m SON 0.1821513 so Southern_Ocean_Basin 100m DJF 0.17932574 +so Southern_Ocean_Basin 100m year 0.1785882 so Southern_Ocean_Basin 1000m MAM 0.13579647 so Southern_Ocean_Basin 1000m JJA 0.13603193 so Southern_Ocean_Basin 1000m SON 0.137053 so Southern_Ocean_Basin 1000m DJF 0.13802084 +so Southern_Ocean_Basin 1000m year 0.13667527 so Mediterranean_Basin 10m MAM 1.8827869 so Mediterranean_Basin 10m JJA 1.9553314 so Mediterranean_Basin 10m SON 1.8622719 so Mediterranean_Basin 10m DJF 1.7911038 +so Mediterranean_Basin 10m year 1.8728733 so Mediterranean_Basin 100m MAM 1.0909315 so Mediterranean_Basin 100m JJA 1.0648136 so Mediterranean_Basin 100m SON 1.078966 so Mediterranean_Basin 100m DJF 1.0918894 +so Mediterranean_Basin 100m year 1.0816504 so Mediterranean_Basin 1000m MAM 0.5385478 so Mediterranean_Basin 1000m JJA 0.53180826 so Mediterranean_Basin 1000m SON 0.5380475 so Mediterranean_Basin 1000m DJF 0.544333 +so Mediterranean_Basin 1000m year 0.5380229 so Asia 10m MAM 1.1496222 so Asia 10m JJA 1.3219136 so Asia 10m SON 1.5060931 so Asia 10m DJF 1.3214285 +so Asia 10m year 1.2359976 so Asia 100m MAM 0.49579382 so Asia 100m JJA 0.530684 so Asia 100m SON 0.5441036 so Asia 100m DJF 0.44658184 +so Asia 100m year 0.48756313 so Asia 1000m MAM 0.10189247 so Asia 1000m JJA 0.09959183 so Asia 1000m SON 0.10641289 so Asia 1000m DJF 0.10597801 +so Asia 1000m year 0.10346909 so North_America 10m MAM 2.457375 so North_America 10m JJA 2.9682572 so North_America 10m SON 2.8614366 so North_America 10m DJF 2.385433 +so North_America 10m year 2.6566198 so North_America 100m MAM 0.81757563 so North_America 100m JJA 0.827175 so North_America 100m SON 0.77921796 so North_America 100m DJF 0.79530436 +so North_America 100m year 0.79932654 so North_America 1000m MAM 0.036193848 so North_America 1000m JJA 0.036967594 so North_America 1000m SON 0.033691406 so North_America 1000m DJF 0.03576724 +so North_America 1000m year 0.035528183 so Europe 10m MAM 2.577992 so Europe 10m JJA 2.8308866 so Europe 10m SON 2.883109 so Europe 10m DJF 2.6925485 +so Europe 10m year 2.7253504 so Europe 100m MAM 0.63647574 so Europe 100m JJA 0.62655276 so Europe 100m SON 0.6579761 so Europe 100m DJF 0.64916974 +so Europe 100m year 0.6406038 so Europe 1000m MAM 0.675004 so Europe 1000m JJA 0.6733446 so Europe 1000m SON 0.6766095 so Europe 1000m DJF 0.68208694 +so Europe 1000m year 0.6767607 so Africa 10m MAM 0.9563166 so Africa 10m JJA 0.9125234 so Africa 10m SON 1.1739757 so Africa 10m DJF 1.199088 +so Africa 10m year 1.0546429 so Africa 100m MAM 0.29095268 so Africa 100m JJA 0.27038717 so Africa 100m SON 0.30324984 so Africa 100m DJF 0.31015158 +so Africa 100m year 0.29368544 so Africa 1000m MAM 0.08400345 so Africa 1000m JJA 0.09395599 so Africa 1000m SON 0.093652725 so Africa 1000m DJF 0.090322495 +so Africa 1000m year 0.09048462 so South_America 10m MAM 0.6436691 so South_America 10m JJA 0.44874325 so South_America 10m SON 0.43892658 so South_America 10m DJF 0.55852926 +so South_America 10m year 0.5113239 so South_America 100m MAM 0.38123226 so South_America 100m JJA 0.36679316 so South_America 100m SON 0.387743 so South_America 100m DJF 0.37705803 +so South_America 100m year 0.37820625 so South_America 1000m MAM 0.021249771 so South_America 1000m JJA 0.032280922 so South_America 1000m SON 0.031520844 so South_America 1000m DJF 0.020391464 +so South_America 1000m year 0.026360512 so Oceania 10m MAM 0.6563133 so Oceania 10m JJA 0.5560852 so Oceania 10m SON 0.55437547 so Oceania 10m DJF 0.7744133 +so Oceania 10m year 0.63529587 so Oceania 100m MAM 0.24324131 so Oceania 100m JJA 0.23788929 so Oceania 100m SON 0.22219658 so Oceania 100m DJF 0.2567339 +so Oceania 100m year 0.22668171 so Oceania 1000m MAM 0.067801155 so Oceania 1000m JJA 0.062745415 so Oceania 1000m SON 0.055834454 so Oceania 1000m DJF 0.06224187 +so Oceania 1000m year 0.062154133 so Australia 10m MAM 0.98803586 so Australia 10m JJA 1.0239754 so Australia 10m SON 1.0541248 so Australia 10m DJF 1.0415335 +so Australia 10m year 1.0269179 so Australia 100m MAM 0.28831482 so Australia 100m JJA 0.6605632 so Australia 100m SON 0.60134 so Australia 100m DJF 0.3905932 +so Australia 100m year 0.4852028 so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 4.343316 so Antarctica 10m JJA 3.947707 so Antarctica 10m SON 4.0813904 so Antarctica 10m DJF 4.2639346 +so Antarctica 10m year 4.159087 so Antarctica 100m MAM 0.32413736 so Antarctica 100m JJA 0.31510672 so Antarctica 100m SON 0.34320068 so Antarctica 100m DJF 0.30324936 +so Antarctica 100m year 0.32142386 so Antarctica 1000m MAM 0.14128876 so Antarctica 1000m JJA 0.120075226 so Antarctica 1000m SON 0.12972641 so Antarctica 1000m DJF 0.14867401 +so Antarctica 1000m year 0.1349411 so glob 10m MAM 0.80928856 so glob 10m JJA 0.92102116 so glob 10m SON 0.9432698 so glob 10m DJF 0.87935156 +so glob 10m year 0.86718166 so glob 100m MAM 0.3893766 so glob 100m JJA 0.38748658 so glob 100m SON 0.38289797 so glob 100m DJF 0.39078486 +so glob 100m year 0.3843502 so glob 1000m MAM 0.119033575 so glob 1000m JJA 0.11976901 so glob 1000m SON 0.11999612 so glob 1000m DJF 0.119541004 +so glob 1000m year 0.1195211 so arctic 10m MAM 2.0480423 so arctic 10m JJA 2.6839721 so arctic 10m SON 2.670825 so arctic 10m DJF 2.2701352 +so arctic 10m year 2.3801692 so arctic 100m MAM 0.6308696 so arctic 100m JJA 0.62738085 so arctic 100m SON 0.5891633 so arctic 100m DJF 0.63301307 +so arctic 100m year 0.6182391 so arctic 1000m MAM 0.08915252 so arctic 1000m JJA 0.09441491 so arctic 1000m SON 0.094847456 so arctic 1000m DJF 0.08573879 +so arctic 1000m year 0.09103837 so northmid 10m MAM 0.94019544 so northmid 10m JJA 1.0522898 so northmid 10m SON 1.0734957 so northmid 10m DJF 0.9556036 +so northmid 10m year 0.9878385 so northmid 100m MAM 0.5972568 so northmid 100m JJA 0.5844039 so northmid 100m SON 0.5797603 so northmid 100m DJF 0.590945 +so northmid 100m year 0.58496284 so northmid 1000m MAM 0.1721321 so northmid 1000m JJA 0.17203188 so northmid 1000m SON 0.17343786 so northmid 1000m DJF 0.17519416 +so northmid 1000m year 0.17319202 so tropics 10m MAM 0.5516594 so tropics 10m JJA 0.57051855 so tropics 10m SON 0.5884065 so tropics 10m DJF 0.5360319 +so tropics 10m year 0.53669626 so tropics 100m MAM 0.4012423 so tropics 100m JJA 0.40135267 so tropics 100m SON 0.40861398 so tropics 100m DJF 0.41196817 +so tropics 100m year 0.40088955 so tropics 1000m MAM 0.0983601 so tropics 1000m JJA 0.09904752 so tropics 1000m SON 0.09846896 so tropics 1000m DJF 0.09817055 +so tropics 1000m year 0.09839789 so innertropics 10m MAM 0.56694776 so innertropics 10m JJA 0.61638546 so innertropics 10m SON 0.6448953 so innertropics 10m DJF 0.55078876 +so innertropics 10m year 0.5565709 so innertropics 100m MAM 0.43107718 so innertropics 100m JJA 0.415058 so innertropics 100m SON 0.42481658 so innertropics 100m DJF 0.4383847 +so innertropics 100m year 0.42238358 so innertropics 1000m MAM 0.10746205 so innertropics 1000m JJA 0.108452156 so innertropics 1000m SON 0.10822686 so innertropics 1000m DJF 0.10755095 +so innertropics 1000m year 0.10781163 so nino34 10m MAM 0.22419952 so nino34 10m JJA 0.25238153 so nino34 10m SON 0.19517228 so nino34 10m DJF 0.14231867 +so nino34 10m year 0.20233901 so nino34 100m MAM 0.22263311 so nino34 100m JJA 0.23427118 so nino34 100m SON 0.25044218 so nino34 100m DJF 0.26075667 +so nino34 100m year 0.23824482 so nino34 1000m MAM 0.028857803 so nino34 1000m JJA 0.03325186 so nino34 1000m SON 0.032294497 so nino34 1000m DJF 0.029265754 +so nino34 1000m year 0.030917486 so southmid 10m MAM 0.2662241 so southmid 10m JJA 0.26259997 so southmid 10m SON 0.26870507 so southmid 10m DJF 0.27537042 +so southmid 10m year 0.26328972 so southmid 100m MAM 0.22052394 so southmid 100m JJA 0.21922597 so southmid 100m SON 0.22082607 so southmid 100m DJF 0.2203207 +so southmid 100m year 0.217926 so southmid 1000m MAM 0.13332446 so southmid 1000m JJA 0.13339768 so southmid 1000m SON 0.13371576 so southmid 1000m DJF 0.13448605 +so southmid 1000m year 0.1336642 so antarctic 10m MAM 1.000801 so antarctic 10m JJA 0.904133 so antarctic 10m SON 1.0466722 so antarctic 10m DJF 1.4123688 +so antarctic 10m year 1.0690566 so antarctic 100m MAM 0.22002839 so antarctic 100m JJA 0.2230901 so antarctic 100m SON 0.20762272 so antarctic 100m DJF 0.20173071 +so antarctic 100m year 0.21169958 so antarctic 1000m MAM 0.1275069 so antarctic 1000m JJA 0.12762514 so antarctic 1000m SON 0.12922448 so antarctic 1000m DJF 0.13050042 +so antarctic 1000m year 0.12871426 diff --git a/eval/ERA5/IITM-ESM.csv b/eval/ERA5/IITM-ESM.csv index 8818f01..428a62a 100644 --- a/eval/ERA5/IITM-ESM.csv +++ b/eval/ERA5/IITM-ESM.csv @@ -3,703 +3,879 @@ tas Atlantic_Basin surface MAM 1.7434108 tas Atlantic_Basin surface JJA 1.3844835 tas Atlantic_Basin surface SON 1.0940349 tas Atlantic_Basin surface DJF 1.7767615 +tas Atlantic_Basin surface year 1.2099401 tas Pacific_Basin surface MAM 1.2038816 tas Pacific_Basin surface JJA 1.4013592 tas Pacific_Basin surface SON 1.1101007 tas Pacific_Basin surface DJF 1.2420855 +tas Pacific_Basin surface year 1.1665559 tas Indian_Basin surface MAM 0.75221145 tas Indian_Basin surface JJA 0.7510428 tas Indian_Basin surface SON 0.6789977 tas Indian_Basin surface DJF 0.6840728 +tas Indian_Basin surface year 0.66675633 tas Arctic_Basin surface MAM 3.5340667 tas Arctic_Basin surface JJA 0.51248074 tas Arctic_Basin surface SON 1.42549 tas Arctic_Basin surface DJF 3.98024 +tas Arctic_Basin surface year 1.6414951 tas Southern_Ocean_Basin surface MAM 6.069951 tas Southern_Ocean_Basin surface JJA 5.105062 tas Southern_Ocean_Basin surface SON 3.908514 tas Southern_Ocean_Basin surface DJF 5.411184 +tas Southern_Ocean_Basin surface year 5.120348 tas Mediterranean_Basin surface MAM 1.1614462 tas Mediterranean_Basin surface JJA 1.0378418 tas Mediterranean_Basin surface SON 0.91947496 tas Mediterranean_Basin surface DJF 1.4608977 +tas Mediterranean_Basin surface year 0.94729924 tas Asia surface MAM 4.3830833 tas Asia surface JJA 2.3737915 tas Asia surface SON 2.1684027 tas Asia surface DJF 3.1960373 +tas Asia surface year 2.8484626 tas North_America surface MAM 2.5018291 tas North_America surface JJA 2.201884 tas North_America surface SON 1.9331917 tas North_America surface DJF 2.0267031 +tas North_America surface year 1.7456766 tas Europe surface MAM 4.607035 tas Europe surface JJA 1.924851 tas Europe surface SON 1.618258 tas Europe surface DJF 4.1252522 +tas Europe surface year 2.8594291 tas Africa surface MAM 1.5190789 tas Africa surface JJA 1.3819311 tas Africa surface SON 1.2580707 tas Africa surface DJF 1.5101205 +tas Africa surface year 1.1613002 tas South_America surface MAM 2.2564025 tas South_America surface JJA 1.9907438 tas South_America surface SON 2.040982 tas South_America surface DJF 2.4390829 +tas South_America surface year 2.1052022 tas Oceania surface MAM 4.5968294 tas Oceania surface JJA 5.010412 tas Oceania surface SON 3.5405495 tas Oceania surface DJF 3.6586027 +tas Oceania surface year 4.2015214 tas Australia surface MAM 1.4710847 tas Australia surface JJA 1.2102937 tas Australia surface SON 1.0927734 tas Australia surface DJF 1.1528655 +tas Australia surface year 1.1848013 tas Antarctica surface MAM 8.78377 tas Antarctica surface JJA 7.160228 tas Antarctica surface SON 7.07144 tas Antarctica surface DJF 10.177417 +tas Antarctica surface year 8.2927 tas glob surface MAM 3.4697053 tas glob surface JJA 2.633204 tas glob surface SON 2.3421214 tas glob surface DJF 3.4055705 +tas glob surface year 2.7934713 tas arctic surface MAM 3.6316652 tas arctic surface JJA 1.3296822 tas arctic surface SON 1.6764663 tas arctic surface DJF 3.634181 +tas arctic surface year 1.936488 tas northmid surface MAM 2.9202607 tas northmid surface JJA 2.3707314 tas northmid surface SON 1.6787331 tas northmid surface DJF 2.3969903 +tas northmid surface year 2.12386 tas tropics surface MAM 1.1393923 tas tropics surface JJA 1.1268374 tas tropics surface SON 1.0749366 tas tropics surface DJF 1.1676213 +tas tropics surface year 1.056837 tas innertropics surface MAM 0.9279899 tas innertropics surface JJA 0.96652967 tas innertropics surface SON 0.92438126 tas innertropics surface DJF 1.0203751 +tas innertropics surface year 0.8999198 tas nino34 surface MAM 0.24401931 tas nino34 surface JJA 0.32188338 tas nino34 surface SON 0.39143753 tas nino34 surface DJF 0.21107814 +tas nino34 surface year 0.22403158 tas southmid surface MAM 3.3214715 tas southmid surface JJA 2.248005 tas southmid surface SON 2.125511 tas southmid surface DJF 3.4050062 +tas southmid surface year 2.7548025 tas antarctic surface MAM 8.8884945 tas antarctic surface JJA 7.7328234 tas antarctic surface SON 6.554685 tas antarctic surface DJF 8.867531 +tas antarctic surface year 8.006184 clt Atlantic_Basin surface MAM 11.020209 clt Atlantic_Basin surface JJA 17.66517 clt Atlantic_Basin surface SON 12.767872 clt Atlantic_Basin surface DJF 10.043521 +clt Atlantic_Basin surface year 11.571293 clt Pacific_Basin surface MAM 12.558033 clt Pacific_Basin surface JJA 14.910269 clt Pacific_Basin surface SON 12.432652 clt Pacific_Basin surface DJF 11.938687 +clt Pacific_Basin surface year 12.175109 clt Indian_Basin surface MAM 9.211191 clt Indian_Basin surface JJA 11.551836 clt Indian_Basin surface SON 14.599392 clt Indian_Basin surface DJF 14.591957 +clt Indian_Basin surface year 11.445295 clt Arctic_Basin surface MAM 6.1504 clt Arctic_Basin surface JJA 16.386414 clt Arctic_Basin surface SON 5.275528 clt Arctic_Basin surface DJF 6.753681 +clt Arctic_Basin surface year 5.256078 clt Southern_Ocean_Basin surface MAM 13.019597 clt Southern_Ocean_Basin surface JJA 8.614327 clt Southern_Ocean_Basin surface SON 10.344431 clt Southern_Ocean_Basin surface DJF 23.214363 +clt Southern_Ocean_Basin surface year 12.172347 clt Mediterranean_Basin surface MAM 3.3116698 clt Mediterranean_Basin surface JJA 3.839512 clt Mediterranean_Basin surface SON 2.2993615 clt Mediterranean_Basin surface DJF 3.3887641 +clt Mediterranean_Basin surface year 2.6877794 clt Asia surface MAM 12.726463 clt Asia surface JJA 7.914288 clt Asia surface SON 7.866965 clt Asia surface DJF 12.042776 +clt Asia surface year 8.3549185 clt North_America surface MAM 14.297242 clt North_America surface JJA 9.923376 clt North_America surface SON 9.064984 clt North_America surface DJF 12.28318 +clt North_America surface year 10.388877 clt Europe surface MAM 9.2551775 clt Europe surface JJA 5.4020033 clt Europe surface SON 5.205945 clt Europe surface DJF 7.475147 +clt Europe surface year 4.9504867 clt Africa surface MAM 11.602589 clt Africa surface JJA 12.042313 clt Africa surface SON 15.072991 clt Africa surface DJF 12.18826 +clt Africa surface year 11.2859535 clt South_America surface MAM 10.689887 clt South_America surface JJA 10.697317 clt South_America surface SON 8.016959 clt South_America surface DJF 12.882063 +clt South_America surface year 8.70407 clt Oceania surface MAM 6.783363 clt Oceania surface JJA 7.2665606 clt Oceania surface SON 5.6672287 clt Oceania surface DJF 10.721533 +clt Oceania surface year 5.6335206 clt Australia surface MAM 14.069893 clt Australia surface JJA 9.237844 clt Australia surface SON 12.431412 clt Australia surface DJF 13.008292 +clt Australia surface year 11.505076 clt Antarctica surface MAM 35.378937 clt Antarctica surface JJA 36.608307 clt Antarctica surface SON 34.435566 clt Antarctica surface DJF 24.676474 +clt Antarctica surface year 32.204384 clt glob surface MAM 13.455459 clt glob surface JJA 14.239929 clt glob surface SON 12.689736 clt glob surface DJF 14.769342 +clt glob surface year 12.399577 clt arctic surface MAM 9.636416 clt arctic surface JJA 14.095106 clt arctic surface SON 6.228044 clt arctic surface DJF 8.531273 +clt arctic surface year 7.279586 clt northmid surface MAM 10.369822 clt northmid surface JJA 14.216689 clt northmid surface SON 7.8965535 clt northmid surface DJF 6.8572693 +clt northmid surface year 8.837012 clt tropics surface MAM 11.717863 clt tropics surface JJA 13.631818 clt tropics surface SON 13.7081995 clt tropics surface DJF 12.999563 +clt tropics surface year 11.609084 clt innertropics surface MAM 11.963121 clt innertropics surface JJA 12.709185 clt innertropics surface SON 13.323106 clt innertropics surface DJF 13.841439 +clt innertropics surface year 11.339651 clt nino34 surface MAM 8.328566 clt nino34 surface JJA 12.54827 clt nino34 surface SON 5.1341615 clt nino34 surface DJF 12.312301 +clt nino34 surface year 7.55192 clt southmid surface MAM 14.477733 clt southmid surface JJA 7.67597 clt southmid surface SON 13.029107 clt southmid surface DJF 20.707283 +clt southmid surface year 13.8475685 clt antarctic surface MAM 22.900023 clt antarctic surface JJA 23.218378 clt antarctic surface SON 21.941896 clt antarctic surface DJF 26.18134 +clt antarctic surface year 21.358402 pr Atlantic_Basin surface MAM 1.2124933e-05 pr Atlantic_Basin surface JJA 1.2309621e-05 pr Atlantic_Basin surface SON 1.0341217e-05 pr Atlantic_Basin surface DJF 1.5460208e-05 +pr Atlantic_Basin surface year 1.1350685e-05 pr Pacific_Basin surface MAM 1.4613517e-05 pr Pacific_Basin surface JJA 1.3697913e-05 pr Pacific_Basin surface SON 1.1343217e-05 pr Pacific_Basin surface DJF 1.4291539e-05 +pr Pacific_Basin surface year 1.07081105e-05 pr Indian_Basin surface MAM 9.505179e-06 pr Indian_Basin surface JJA 1.1850812e-05 pr Indian_Basin surface SON 9.645024e-06 pr Indian_Basin surface DJF 9.819021e-06 +pr Indian_Basin surface year 8.387467e-06 pr Arctic_Basin surface MAM 1.6362864e-06 pr Arctic_Basin surface JJA 1.5328146e-06 pr Arctic_Basin surface SON 2.1432581e-06 pr Arctic_Basin surface DJF 1.6184227e-06 +pr Arctic_Basin surface year 1.4622015e-06 pr Southern_Ocean_Basin surface MAM 6.1760807e-06 pr Southern_Ocean_Basin surface JJA 8.013784e-06 pr Southern_Ocean_Basin surface SON 5.928553e-06 pr Southern_Ocean_Basin surface DJF 4.0822883e-06 +pr Southern_Ocean_Basin surface year 5.2473833e-06 pr Mediterranean_Basin surface MAM 2.5731733e-06 pr Mediterranean_Basin surface JJA 2.8179873e-06 pr Mediterranean_Basin surface SON 5.201187e-06 pr Mediterranean_Basin surface DJF 6.2864806e-06 +pr Mediterranean_Basin surface year 3.1101963e-06 pr Asia surface MAM 9.626146e-06 pr Asia surface JJA 1.1273662e-05 pr Asia surface SON 7.771794e-06 pr Asia surface DJF 7.1667228e-06 +pr Asia surface year 7.6566e-06 pr North_America surface MAM 7.908615e-06 pr North_America surface JJA 9.157509e-06 pr North_America surface SON 7.429379e-06 pr North_America surface DJF 6.478477e-06 +pr North_America surface year 6.5888717e-06 pr Europe surface MAM 4.3783652e-06 pr Europe surface JJA 7.015966e-06 pr Europe surface SON 6.3386356e-06 pr Europe surface DJF 8.039642e-06 +pr Europe surface year 5.226988e-06 pr Africa surface MAM 6.9571465e-06 pr Africa surface JJA 1.0515164e-05 pr Africa surface SON 6.4205333e-06 pr Africa surface DJF 9.385676e-06 +pr Africa surface year 7.250619e-06 pr South_America surface MAM 3.289465e-05 pr South_America surface JJA 2.1136864e-05 pr South_America surface SON 2.0511545e-05 pr South_America surface DJF 3.5554127e-05 +pr South_America surface year 2.551311e-05 pr Oceania surface MAM 1.773042e-05 pr Oceania surface JJA 1.9010657e-05 pr Oceania surface SON 1.6015929e-05 pr Oceania surface DJF 1.49579755e-05 +pr Oceania surface year 1.6659089e-05 pr Australia surface MAM 3.9900146e-06 pr Australia surface JJA 2.1844305e-06 pr Australia surface SON 3.3223016e-06 pr Australia surface DJF 1.2330115e-05 +pr Australia surface year 4.8436013e-06 pr Antarctica surface MAM 3.9923057e-06 pr Antarctica surface JJA 3.2000066e-06 pr Antarctica surface SON 2.6782077e-06 pr Antarctica surface DJF 4.457211e-06 +pr Antarctica surface year 2.3365712e-06 pr glob surface MAM 9.370534e-06 pr glob surface JJA 9.717357e-06 pr glob surface SON 7.870158e-06 pr glob surface DJF 9.435805e-06 +pr glob surface year 7.661984e-06 pr arctic surface MAM 2.8748052e-06 pr arctic surface JJA 3.1821892e-06 pr arctic surface SON 3.4718112e-06 pr arctic surface DJF 3.454699e-06 +pr arctic surface year 2.7620183e-06 pr northmid surface MAM 8.090377e-06 pr northmid surface JJA 7.730887e-06 pr northmid surface SON 6.902792e-06 pr northmid surface DJF 9.051981e-06 +pr northmid surface year 6.4066685e-06 pr tropics surface MAM 1.6740752e-05 pr tropics surface JJA 1.6337892e-05 pr tropics surface SON 1.3567833e-05 pr tropics surface DJF 1.7446082e-05 +pr tropics surface year 1.3753789e-05 pr innertropics surface MAM 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b205992..cfdcefb 100644 --- a/eval/ERA5/INM-CM5-0.csv +++ b/eval/ERA5/INM-CM5-0.csv @@ -3,1319 +3,1649 @@ siconc Atlantic_Basin surface MAM 11.104790523692337 siconc Atlantic_Basin surface JJA 13.912517166979383 siconc Atlantic_Basin surface SON 10.735760027545888 siconc Atlantic_Basin surface DJF 10.272869915223273 +siconc Atlantic_Basin surface year 9.281775022624357 siconc Pacific_Basin surface MAM 11.36635449349231 siconc Pacific_Basin surface JJA 2.281387624448786 siconc Pacific_Basin surface SON 3.63008372166956 siconc Pacific_Basin surface DJF 10.528549863105692 +siconc Pacific_Basin surface year 8.923486882606703 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 5.359216094534788 siconc Arctic_Basin surface JJA 6.737283541421815 siconc Arctic_Basin surface SON 5.77401005820685 siconc Arctic_Basin surface DJF 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surface year 7.360291 clt Oceania surface MAM 8.3653555 clt Oceania surface JJA 10.594204 clt Oceania surface SON 8.929347 clt Oceania surface DJF 4.7131658 +clt Oceania surface year 7.5510144 clt Australia surface MAM 4.6718073 clt Australia surface JJA 7.453958 clt Australia surface SON 7.3066697 clt Australia surface DJF 6.6148458 +clt Australia surface year 4.3565316 clt Antarctica surface MAM 41.049263 clt Antarctica surface JJA 36.665546 clt Antarctica surface SON 37.521942 clt Antarctica surface DJF 30.89286 +clt Antarctica surface year 36.105354 clt glob surface MAM 11.342465 clt glob surface JJA 10.986422 clt glob surface SON 10.257289 clt glob surface DJF 11.074995 +clt glob surface year 9.405712 clt arctic surface MAM 13.077604 clt arctic surface JJA 7.5163655 clt arctic surface SON 9.986852 clt arctic surface DJF 14.086938 +clt arctic surface year 10.024475 clt northmid surface MAM 6.67314 clt northmid surface JJA 9.53915 clt northmid surface SON 5.550756 clt northmid 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MAM 2.470899 thetao Atlantic_Basin 1000m JJA 2.4752185 thetao Atlantic_Basin 1000m SON 2.4726565 thetao Atlantic_Basin 1000m DJF 2.4578116 +thetao Atlantic_Basin 1000m year 2.4690497 thetao Pacific_Basin 10m MAM 1.009555 thetao Pacific_Basin 10m JJA 1.1485864 thetao Pacific_Basin 10m SON 1.3368617 thetao Pacific_Basin 10m DJF 1.0584097 +thetao Pacific_Basin 10m year 1.0423515 thetao Pacific_Basin 100m MAM 2.2401874 thetao Pacific_Basin 100m JJA 2.3053808 thetao Pacific_Basin 100m SON 2.4398031 thetao Pacific_Basin 100m DJF 2.3142045 +thetao Pacific_Basin 100m year 2.2942724 thetao Pacific_Basin 1000m MAM 0.7435279 thetao Pacific_Basin 1000m JJA 0.73432934 thetao Pacific_Basin 1000m SON 0.7402336 thetao Pacific_Basin 1000m DJF 0.74543595 +thetao Pacific_Basin 1000m year 0.7407938 thetao Indian_Basin 10m MAM 1.0809082 thetao Indian_Basin 10m JJA 1.0563083 thetao Indian_Basin 10m SON 1.0629885 thetao Indian_Basin 10m DJF 1.0405471 +thetao Indian_Basin 10m year 1.0517626 thetao Indian_Basin 100m MAM 1.2457991 thetao Indian_Basin 100m JJA 1.2248933 thetao Indian_Basin 100m SON 1.1484681 thetao Indian_Basin 100m DJF 1.142301 +thetao Indian_Basin 100m year 1.0840625 thetao Indian_Basin 1000m MAM 0.6840498 thetao Indian_Basin 1000m JJA 0.6786797 thetao Indian_Basin 1000m SON 0.6714265 thetao Indian_Basin 1000m DJF 0.6921638 +thetao Indian_Basin 1000m year 0.67982155 thetao Arctic_Basin 10m MAM 0.40867195 thetao Arctic_Basin 10m JJA 0.3235947 thetao Arctic_Basin 10m SON 0.3179009 thetao Arctic_Basin 10m DJF 0.4621152 +thetao Arctic_Basin 10m year 0.3426034 thetao Arctic_Basin 100m MAM 0.8532582 thetao Arctic_Basin 100m JJA 0.84037226 thetao Arctic_Basin 100m SON 0.8750987 thetao Arctic_Basin 100m DJF 0.89555275 +thetao Arctic_Basin 100m year 0.85287184 thetao Arctic_Basin 1000m MAM 0.7407231 thetao Arctic_Basin 1000m JJA 0.7233544 thetao Arctic_Basin 1000m SON 0.7311813 thetao Arctic_Basin 1000m DJF 0.74565315 +thetao Arctic_Basin 1000m year 0.735228 thetao Southern_Ocean_Basin 10m MAM 1.2952662 thetao Southern_Ocean_Basin 10m JJA 1.0801247 thetao Southern_Ocean_Basin 10m SON 1.0066069 thetao Southern_Ocean_Basin 10m DJF 1.322157 +thetao Southern_Ocean_Basin 10m year 1.1216011 thetao Southern_Ocean_Basin 100m MAM 1.4874729 thetao Southern_Ocean_Basin 100m JJA 1.2249101 thetao Southern_Ocean_Basin 100m SON 1.1925359 thetao Southern_Ocean_Basin 100m DJF 1.364203 +thetao Southern_Ocean_Basin 100m year 1.3046405 thetao Southern_Ocean_Basin 1000m MAM 0.46826944 thetao Southern_Ocean_Basin 1000m JJA 0.47173634 thetao Southern_Ocean_Basin 1000m SON 0.477276 thetao Southern_Ocean_Basin 1000m DJF 0.4757806 +thetao Southern_Ocean_Basin 1000m year 0.47201356 thetao Mediterranean_Basin 10m MAM 0.53092206 thetao Mediterranean_Basin 10m JJA 0.6570445 thetao Mediterranean_Basin 10m SON 1.363752 thetao Mediterranean_Basin 10m DJF 0.62039113 +thetao Mediterranean_Basin 10m year 0.7270936 thetao Mediterranean_Basin 100m MAM 0.4851876 thetao Mediterranean_Basin 100m JJA 0.57730055 thetao Mediterranean_Basin 100m SON 0.6507595 thetao Mediterranean_Basin 100m DJF 0.5461503 +thetao Mediterranean_Basin 100m year 0.5610765 thetao Mediterranean_Basin 1000m MAM 1.5381974 thetao Mediterranean_Basin 1000m JJA 1.5392846 thetao Mediterranean_Basin 1000m SON 1.5341532 thetao Mediterranean_Basin 1000m DJF 1.5324471 +thetao Mediterranean_Basin 1000m year 1.536025 thetao Asia 10m MAM 0.5228133 thetao Asia 10m JJA 1.7019539 thetao Asia 10m SON 1.5999146 thetao Asia 10m DJF 1.4910121 +thetao Asia 10m year 0.12637758 thetao Asia 100m MAM 1.491631 thetao Asia 100m JJA 1.9788413 thetao Asia 100m SON 1.1211076 thetao Asia 100m DJF 1.580555 +thetao Asia 100m year 1.5430226 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM nan thetao North_America 10m JJA nan thetao North_America 10m SON nan thetao North_America 10m DJF nan +thetao North_America 10m year nan thetao North_America 100m MAM nan thetao North_America 100m JJA nan thetao North_America 100m SON nan thetao North_America 100m DJF nan +thetao North_America 100m year nan thetao North_America 1000m MAM nan thetao North_America 1000m JJA nan thetao North_America 1000m SON nan thetao North_America 1000m DJF nan +thetao North_America 1000m year nan thetao Europe 10m MAM nan thetao Europe 10m JJA nan thetao Europe 10m SON nan thetao Europe 10m DJF nan +thetao Europe 10m year nan thetao Europe 100m MAM nan thetao Europe 100m JJA nan thetao Europe 100m SON nan thetao Europe 100m DJF nan +thetao Europe 100m year nan thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM nan thetao South_America 10m JJA nan thetao South_America 10m SON nan thetao South_America 10m DJF nan +thetao South_America 10m year nan thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM nan thetao Australia 10m JJA nan thetao Australia 10m SON nan thetao Australia 10m DJF nan +thetao Australia 10m year nan thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM nan thetao Antarctica 10m JJA nan thetao Antarctica 10m SON nan thetao Antarctica 10m DJF nan +thetao Antarctica 10m year nan thetao Antarctica 100m MAM nan thetao Antarctica 100m JJA nan thetao Antarctica 100m SON nan thetao Antarctica 100m DJF nan +thetao Antarctica 100m year nan thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 1.1143904 thetao glob 10m JJA 1.131761 thetao glob 10m SON 1.167321 thetao glob 10m DJF 1.1431814 +thetao glob 10m year 1.0803895 thetao glob 100m MAM 1.674409 thetao glob 100m JJA 1.6172523 thetao glob 100m SON 1.6591638 thetao glob 100m DJF 1.6630896 +thetao glob 100m year 1.6215857 thetao glob 1000m MAM 0.9430347 thetao glob 1000m JJA 0.93960935 thetao glob 1000m SON 0.94276893 thetao glob 1000m DJF 0.9450695 +thetao glob 1000m year 0.942009 thetao arctic 10m MAM 0.685712 thetao arctic 10m JJA 0.6391746 thetao arctic 10m SON 0.56848466 thetao arctic 10m DJF 0.6491338 +thetao arctic 10m year 0.59866124 thetao arctic 100m MAM 0.9939994 thetao arctic 100m JJA 0.8995664 thetao arctic 100m SON 0.9317156 thetao arctic 100m DJF 0.95091546 +thetao arctic 100m year 0.9124097 thetao arctic 1000m MAM 0.74750584 thetao arctic 1000m JJA 0.7314659 thetao arctic 1000m SON 0.73886347 thetao arctic 1000m DJF 0.7519129 +thetao arctic 1000m year 0.74243695 thetao northmid 10m MAM 1.4097924 thetao northmid 10m JJA 1.4833896 thetao northmid 10m SON 1.7639761 thetao northmid 10m DJF 1.4580667 +thetao northmid 10m year 1.3585683 thetao northmid 100m MAM 1.5017487 thetao northmid 100m JJA 1.6599209 thetao northmid 100m SON 2.097671 thetao northmid 100m DJF 1.701252 +thetao northmid 100m year 1.7296866 thetao northmid 1000m MAM 0.9935185 thetao northmid 1000m JJA 0.99763924 thetao northmid 1000m SON 0.9947554 thetao northmid 1000m DJF 0.99394447 +thetao northmid 1000m year 0.99459684 thetao tropics 10m MAM 0.9915789 thetao tropics 10m JJA 1.207922 thetao tropics 10m SON 1.2869827 thetao tropics 10m DJF 1.053819 +thetao tropics 10m year 1.0866293 thetao tropics 100m MAM 2.2036014 thetao tropics 100m JJA 2.2872832 thetao tropics 100m SON 2.29086 thetao tropics 100m DJF 2.2358713 +thetao tropics 100m year 2.1969821 thetao tropics 1000m MAM 1.3184168 thetao tropics 1000m JJA 1.3096591 thetao tropics 1000m SON 1.3139913 thetao tropics 1000m DJF 1.3169419 +thetao tropics 1000m year 1.3144559 thetao innertropics 10m MAM 0.78744835 thetao innertropics 10m JJA 0.9644775 thetao innertropics 10m SON 1.1398326 thetao innertropics 10m DJF 0.97905207 +thetao innertropics 10m year 0.91292363 thetao innertropics 100m MAM 2.6835938 thetao innertropics 100m JJA 2.844042 thetao innertropics 100m SON 2.9564643 thetao innertropics 100m DJF 2.7166333 +thetao innertropics 100m year 2.705379 thetao innertropics 1000m MAM 1.3544686 thetao innertropics 1000m JJA 1.3476428 thetao innertropics 1000m SON 1.3520006 thetao innertropics 1000m DJF 1.3536612 +thetao innertropics 1000m year 1.3514383 thetao nino34 10m MAM 0.597828 thetao nino34 10m JJA 1.9650916 thetao nino34 10m SON 3.1967697 thetao nino34 10m DJF 1.6334568 +thetao nino34 10m year 1.8252281 thetao nino34 100m MAM 3.165937 thetao nino34 100m JJA 4.5025697 thetao nino34 100m SON 6.8196497 thetao nino34 100m DJF 4.53093 +thetao nino34 100m year 4.707065 thetao nino34 1000m MAM 0.8655266 thetao nino34 1000m JJA 0.9267991 thetao nino34 1000m SON 0.9835962 thetao nino34 1000m DJF 0.9764182 +thetao nino34 1000m year 0.9380854 thetao southmid 10m MAM 1.2594175 thetao southmid 10m JJA 1.1957936 thetao southmid 10m SON 1.2052915 thetao southmid 10m DJF 1.2621825 +thetao southmid 10m year 1.2117667 thetao southmid 100m MAM 1.4672263 thetao southmid 100m JJA 1.2546434 thetao southmid 100m SON 1.2360059 thetao southmid 100m DJF 1.3749981 +thetao southmid 100m year 1.3190799 thetao southmid 1000m MAM 0.64506817 thetao southmid 1000m JJA 0.64614516 thetao southmid 1000m SON 0.64910305 thetao southmid 1000m DJF 0.65183747 +thetao southmid 1000m year 0.6467346 thetao antarctic 10m MAM 1.3119626 thetao antarctic 10m JJA 0.76935565 thetao antarctic 10m SON 0.6324279 thetao antarctic 10m DJF 1.4096454 +thetao antarctic 10m year 0.89808327 thetao antarctic 100m MAM 1.3005419 thetao antarctic 100m JJA 0.9566657 thetao antarctic 100m SON 0.93540454 thetao antarctic 100m DJF 1.1668857 +thetao antarctic 100m year 1.0746315 thetao antarctic 1000m MAM 0.34166387 thetao antarctic 1000m JJA 0.35296014 thetao antarctic 1000m SON 0.35636866 thetao antarctic 1000m DJF 0.34717846 +thetao antarctic 1000m year 0.34835932 so Atlantic_Basin 10m MAM 0.59165895 so Atlantic_Basin 10m JJA 0.6143714 so Atlantic_Basin 10m SON 0.5515226 so Atlantic_Basin 10m DJF 0.56125236 +so Atlantic_Basin 10m year 0.5548201 so Atlantic_Basin 100m MAM 0.478869 so Atlantic_Basin 100m JJA 0.4654133 so Atlantic_Basin 100m SON 0.4738489 so Atlantic_Basin 100m DJF 0.4920348 +so Atlantic_Basin 100m year 0.47508365 so Atlantic_Basin 1000m MAM 0.49008492 so Atlantic_Basin 1000m JJA 0.48944932 so Atlantic_Basin 1000m SON 0.4893789 so Atlantic_Basin 1000m DJF 0.48910564 +so Atlantic_Basin 1000m year 0.48949906 so Pacific_Basin 10m MAM 0.8196512 so Pacific_Basin 10m JJA 0.8194916 so Pacific_Basin 10m SON 0.8545047 so Pacific_Basin 10m DJF 0.83028865 +so Pacific_Basin 10m year 0.82231337 so Pacific_Basin 100m MAM 0.87045205 so Pacific_Basin 100m JJA 0.8595475 so Pacific_Basin 100m SON 0.86291766 so Pacific_Basin 100m DJF 0.8730479 +so Pacific_Basin 100m year 0.86607033 so Pacific_Basin 1000m MAM 0.10915542 so Pacific_Basin 1000m JJA 0.10941762 so Pacific_Basin 1000m SON 0.109495 so Pacific_Basin 1000m DJF 0.1090535 +so Pacific_Basin 1000m year 0.1092179 so Indian_Basin 10m MAM 0.95057017 so Indian_Basin 10m JJA 0.9377849 so Indian_Basin 10m SON 0.93852943 so Indian_Basin 10m DJF 0.9260222 +so Indian_Basin 10m year 0.9351944 so Indian_Basin 100m MAM 0.6741552 so Indian_Basin 100m JJA 0.6595786 so Indian_Basin 100m SON 0.66381264 so Indian_Basin 100m DJF 0.6696946 +so Indian_Basin 100m year 0.6657615 so Indian_Basin 1000m MAM 0.11457433 so Indian_Basin 1000m JJA 0.1168152 so Indian_Basin 1000m SON 0.117065355 so Indian_Basin 1000m DJF 0.117155954 +so Indian_Basin 1000m year 0.116230056 so Arctic_Basin 10m MAM 2.2158258 so Arctic_Basin 10m JJA 1.8201594 so Arctic_Basin 10m SON 1.7712336 so Arctic_Basin 10m DJF 2.1820288 +so Arctic_Basin 10m year 1.9690374 so Arctic_Basin 100m MAM 0.80702716 so Arctic_Basin 100m JJA 0.79051894 so Arctic_Basin 100m SON 0.73937213 so Arctic_Basin 100m DJF 0.8084503 +so Arctic_Basin 100m year 0.78579384 so Arctic_Basin 1000m MAM 0.35658523 so Arctic_Basin 1000m JJA 0.3623065 so Arctic_Basin 1000m SON 0.36263126 so Arctic_Basin 1000m DJF 0.35284063 +so Arctic_Basin 1000m year 0.35859084 so Southern_Ocean_Basin 10m MAM 0.33208787 so Southern_Ocean_Basin 10m JJA 0.34641775 so Southern_Ocean_Basin 10m SON 0.34930527 so Southern_Ocean_Basin 10m DJF 0.33483922 +so Southern_Ocean_Basin 10m year 0.3307071 so Southern_Ocean_Basin 100m MAM 0.3138382 so Southern_Ocean_Basin 100m JJA 0.31181288 so Southern_Ocean_Basin 100m SON 0.3300469 so Southern_Ocean_Basin 100m DJF 0.33163533 +so Southern_Ocean_Basin 100m year 0.32018968 so Southern_Ocean_Basin 1000m MAM 0.19644779 so Southern_Ocean_Basin 1000m JJA 0.1964843 so Southern_Ocean_Basin 1000m SON 0.1980552 so Southern_Ocean_Basin 1000m DJF 0.19862634 +so Southern_Ocean_Basin 1000m year 0.19731112 so Mediterranean_Basin 10m MAM 1.0858743 so Mediterranean_Basin 10m JJA 1.1854471 so Mediterranean_Basin 10m SON 1.2715305 so Mediterranean_Basin 10m DJF 1.093017 +so Mediterranean_Basin 10m year 1.1589671 so Mediterranean_Basin 100m MAM 1.2529209 so Mediterranean_Basin 100m JJA 1.2723676 so Mediterranean_Basin 100m SON 1.3112411 so Mediterranean_Basin 100m DJF 1.2710292 +so Mediterranean_Basin 100m year 1.2768896 so Mediterranean_Basin 1000m MAM 1.2888316 so Mediterranean_Basin 1000m JJA 1.295512 so Mediterranean_Basin 1000m SON 1.2886362 so Mediterranean_Basin 1000m DJF 1.2803371 +so Mediterranean_Basin 1000m year 1.288329 so Asia 10m MAM 29.45533 so Asia 10m JJA 29.501118 so Asia 10m SON 29.228607 so Asia 10m DJF 29.316235 +so Asia 10m year 29.375322 so Asia 100m MAM 30.104895 so Asia 100m JJA 30.114796 so Asia 100m SON 30.101994 so Asia 100m DJF 30.125095 +so Asia 100m year 30.111694 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM nan so North_America 10m JJA nan so North_America 10m SON nan so North_America 10m DJF nan +so North_America 10m year nan so North_America 100m MAM nan so North_America 100m JJA nan so North_America 100m SON nan so North_America 100m DJF nan +so North_America 100m year nan so North_America 1000m MAM nan so North_America 1000m JJA nan so North_America 1000m SON nan so North_America 1000m DJF nan +so North_America 1000m year nan so Europe 10m MAM nan so Europe 10m JJA nan so Europe 10m SON nan so Europe 10m DJF nan +so Europe 10m year nan so Europe 100m MAM nan so Europe 100m JJA nan so Europe 100m SON nan so Europe 100m DJF nan +so Europe 100m year nan so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM nan so South_America 10m JJA nan so South_America 10m SON nan so South_America 10m DJF nan +so South_America 10m year nan so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM nan so Australia 10m JJA nan so Australia 10m SON nan so Australia 10m DJF nan +so Australia 10m year nan so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM nan so Antarctica 10m JJA nan so Antarctica 10m SON nan so Antarctica 10m DJF nan +so Antarctica 10m year nan so Antarctica 100m MAM nan so Antarctica 100m JJA nan so Antarctica 100m SON nan so Antarctica 100m DJF nan +so Antarctica 100m year nan so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.8186505 so glob 10m JJA 0.7805494 so glob 10m SON 0.7761684 so glob 10m DJF 0.8109655 +so glob 10m year 0.78309757 so glob 100m MAM 0.6190018 so glob 100m JJA 0.609506 so glob 100m SON 0.6127328 so glob 100m DJF 0.6272371 +so glob 100m year 0.61591715 so glob 1000m MAM 0.2225387 so glob 1000m JJA 0.22328663 so glob 1000m SON 0.22379325 so glob 1000m DJF 0.22293255 +so glob 1000m year 0.22306937 so arctic 10m MAM 1.950627 so arctic 10m JJA 1.6602943 so arctic 10m SON 1.5724195 so arctic 10m DJF 1.9131733 +so arctic 10m year 1.7460287 so arctic 100m MAM 0.7167553 so arctic 100m JJA 0.6958389 so arctic 100m SON 0.65992403 so arctic 100m DJF 0.72211087 +so arctic 100m year 0.69764996 so arctic 1000m MAM 0.38119376 so arctic 1000m JJA 0.38619542 so arctic 1000m SON 0.38659436 so arctic 1000m DJF 0.37775362 +so arctic 1000m year 0.3829342 so northmid 10m MAM 0.77282494 so northmid 10m JJA 0.7436633 so northmid 10m SON 0.6902341 so northmid 10m DJF 0.7335861 +so northmid 10m year 0.73099595 so northmid 100m MAM 0.6678939 so northmid 100m JJA 0.6400609 so northmid 100m SON 0.6862616 so northmid 100m DJF 0.7147128 +so northmid 100m year 0.67454106 so northmid 1000m MAM 0.23379013 so northmid 1000m JJA 0.23399405 so northmid 1000m SON 0.23425055 so northmid 1000m DJF 0.23439641 +so northmid 1000m year 0.23407687 so tropics 10m MAM 0.7795737 so tropics 10m JJA 0.783359 so tropics 10m SON 0.817195 so tropics 10m DJF 0.78431255 +so tropics 10m year 0.77485013 so tropics 100m MAM 0.75787586 so tropics 100m JJA 0.74922585 so tropics 100m SON 0.7422248 so tropics 100m DJF 0.7510077 +so tropics 100m year 0.74927527 so tropics 1000m MAM 0.21793666 so tropics 1000m JJA 0.21875294 so tropics 1000m SON 0.21852325 so tropics 1000m DJF 0.21807373 +so tropics 1000m year 0.21825011 so innertropics 10m MAM 0.71933305 so innertropics 10m JJA 0.73019814 so innertropics 10m SON 0.76020414 so innertropics 10m DJF 0.7130816 +so innertropics 10m year 0.70305634 so innertropics 100m MAM 0.7136065 so innertropics 100m JJA 0.7099795 so innertropics 100m SON 0.70129114 so innertropics 100m DJF 0.70564955 +so innertropics 100m year 0.7063443 so innertropics 1000m MAM 0.23392105 so innertropics 1000m JJA 0.23467791 so innertropics 1000m SON 0.2340507 so innertropics 1000m DJF 0.23365852 +so innertropics 1000m year 0.23405442 so nino34 10m MAM 0.6566401 so nino34 10m JJA 0.66988295 so nino34 10m SON 0.7661191 so nino34 10m DJF 0.6867314 +so nino34 10m year 0.6948434 so nino34 100m MAM 0.917061 so nino34 100m JJA 0.9427485 so nino34 100m SON 0.9612281 so nino34 100m DJF 0.8991562 +so nino34 100m year 0.9300485 so nino34 1000m MAM 0.14733693 so nino34 1000m JJA 0.14800978 so nino34 1000m SON 0.13573125 so nino34 1000m DJF 0.13317162 +so nino34 1000m year 0.14106226 so southmid 10m MAM 0.52858 so southmid 10m JJA 0.53456 so southmid 10m SON 0.5485706 so southmid 10m DJF 0.5372715 +so southmid 10m year 0.5361509 so southmid 100m MAM 0.5247493 so southmid 100m JJA 0.52552766 so southmid 100m SON 0.5340325 so southmid 100m DJF 0.5250214 +so southmid 100m year 0.5266495 so southmid 1000m MAM 0.16329888 so southmid 1000m JJA 0.163119 so southmid 1000m SON 0.16417977 so southmid 1000m DJF 0.16443416 +so southmid 1000m year 0.16365062 so antarctic 10m MAM 0.24567156 so antarctic 10m JJA 0.2727542 so antarctic 10m SON 0.25010273 so antarctic 10m DJF 0.23036708 +so antarctic 10m year 0.22068585 so antarctic 100m MAM 0.16835134 so antarctic 100m JJA 0.16584936 so antarctic 100m SON 0.20044409 so antarctic 100m DJF 0.2186486 +so antarctic 100m year 0.18591486 so antarctic 1000m MAM 0.2504158 so antarctic 1000m JJA 0.25068617 so antarctic 1000m SON 0.2522408 so antarctic 1000m DJF 0.2534372 +so antarctic 1000m year 0.25164473 diff --git a/eval/ERA5/IPSL-CM6A-LR.csv b/eval/ERA5/IPSL-CM6A-LR.csv index 79fa144..7eaf598 100644 --- a/eval/ERA5/IPSL-CM6A-LR.csv +++ b/eval/ERA5/IPSL-CM6A-LR.csv @@ -3,1583 +3,1979 @@ siconc Atlantic_Basin surface MAM 9.254970794736398 siconc Atlantic_Basin surface JJA 11.576633508734643 siconc Atlantic_Basin surface SON 7.539837259430115 siconc Atlantic_Basin surface DJF 8.34832970417378 +siconc Atlantic_Basin surface year 6.662259866862175 siconc Pacific_Basin surface MAM 10.666968313083235 siconc Pacific_Basin surface JJA 2.8175594806068944 siconc Pacific_Basin surface SON 6.402808690194023 siconc Pacific_Basin surface DJF 10.759857014250299 +siconc Pacific_Basin surface year 10.668169336417664 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 3.407052978306443 siconc Arctic_Basin surface JJA 14.773567950595957 siconc Arctic_Basin surface SON 19.09628654872766 siconc Arctic_Basin surface DJF 4.488981425311016 +siconc Arctic_Basin surface year 8.912492702555003 siconc Southern_Ocean_Basin surface MAM 13.606300718354195 siconc Southern_Ocean_Basin surface JJA 8.644535815703629 siconc Southern_Ocean_Basin surface SON 9.925544461960573 siconc Southern_Ocean_Basin surface DJF 12.637466242209289 +siconc Southern_Ocean_Basin surface year 8.602218294713222 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 30.14482666015625 siconc Asia surface JJA 17.708709411621093 siconc Asia surface SON 21.271104354858398 siconc Asia surface DJF 41.65782816073932 +siconc Asia surface year 30.955232873314714 siconc North_America surface MAM 21.371934671401977 siconc North_America surface JJA 34.907737731933594 siconc North_America surface SON 18.230757751464843 siconc North_America surface DJF 27.100632781982426 +siconc North_America surface year 20.66468317349752 siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 8.785088157653808 siconc Antarctica surface JJA 53.618895568847655 siconc Antarctica surface SON 39.79495147705078 siconc Antarctica surface DJF 0.20844135522842405 +siconc Antarctica surface year 25.604344482421872 siconc glob surface MAM 8.188971554858382 siconc glob surface JJA 11.532056839900852 siconc glob surface SON 13.757008570485514 siconc glob surface DJF 8.467169582085436 +siconc glob surface year 8.651206610281134 siconc arctic surface MAM 4.331297225126175 siconc arctic surface JJA 14.336081475164445 siconc arctic surface SON 17.50208623119455 siconc arctic surface DJF 5.166124280289763 +siconc arctic surface year 8.601210535156536 siconc northmid surface MAM 11.201330400740185 siconc northmid surface JJA 5.2628773393792665 siconc northmid surface SON 5.073401037950621 siconc northmid surface DJF 10.525178453511959 +siconc northmid surface year 9.639656662686644 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 4.862052761018756 siconc southmid surface JJA 9.440560865307848 siconc southmid surface SON 14.14719650772677 siconc southmid surface DJF 4.898150009700382 +siconc southmid surface year 6.634417865443788 siconc antarctic surface MAM 14.259687989311576 siconc antarctic surface JJA 7.843878152664157 siconc antarctic surface SON 8.000358413565623 siconc antarctic surface DJF 13.932876173152707 +siconc antarctic surface year 9.30553789922921 tas Atlantic_Basin surface MAM 1.1045042 tas Atlantic_Basin surface JJA 1.1080114 tas Atlantic_Basin surface SON 0.8206314 tas Atlantic_Basin surface DJF 1.1796701 +tas Atlantic_Basin surface year 0.8410959 tas Pacific_Basin surface MAM 0.67129576 tas Pacific_Basin surface JJA 0.90413684 tas Pacific_Basin surface SON 0.8696318 tas Pacific_Basin surface DJF 0.73003715 +tas Pacific_Basin surface year 0.6661 tas Indian_Basin surface MAM 0.4705818 tas Indian_Basin surface JJA 0.555337 tas Indian_Basin surface SON 0.66071707 tas Indian_Basin surface DJF 0.5011136 +tas Indian_Basin surface year 0.41956997 tas Arctic_Basin surface MAM 2.2720258 tas Arctic_Basin surface JJA 1.2832893 tas Arctic_Basin surface SON 4.183817 tas Arctic_Basin surface DJF 1.5534288 +tas Arctic_Basin surface year 1.3879095 tas Southern_Ocean_Basin surface MAM 1.0202445 tas Southern_Ocean_Basin surface JJA 1.4485464 tas Southern_Ocean_Basin surface SON 1.3203151 tas Southern_Ocean_Basin surface DJF 0.760904 +tas Southern_Ocean_Basin surface year 0.7809399 tas Mediterranean_Basin surface MAM 1.2716655 tas Mediterranean_Basin surface JJA 0.65961987 tas Mediterranean_Basin surface SON 0.7098653 tas Mediterranean_Basin surface DJF 1.5971065 +tas Mediterranean_Basin surface year 0.8544327 tas Asia surface MAM 3.1689162 tas Asia surface JJA 1.9119005 tas Asia surface SON 2.596895 tas Asia surface DJF 3.1529467 +tas Asia surface year 2.3287313 tas North_America surface MAM 2.297794 tas North_America surface JJA 2.1151652 tas North_America surface SON 1.6842926 tas North_America surface DJF 2.6565332 +tas North_America surface year 1.5438205 tas Europe surface MAM 1.6254458 tas Europe surface JJA 1.2575866 tas Europe surface SON 1.3043926 tas Europe surface DJF 2.0687003 +tas Europe surface year 0.98235875 tas Africa surface MAM 2.0899894 tas Africa surface JJA 1.3566093 tas Africa surface SON 1.6036919 tas Africa surface DJF 2.1347427 +tas Africa surface year 1.7150997 tas South_America surface MAM 1.388472 tas South_America surface JJA 1.4321396 tas South_America surface SON 1.4787613 tas South_America surface DJF 1.5762024 +tas South_America surface year 1.3649484 tas Oceania surface MAM 2.1237822 tas Oceania surface JJA 2.4079535 tas Oceania surface SON 1.5063976 tas Oceania surface DJF 1.3101974 +tas Oceania surface year 1.7296642 tas Australia surface MAM 0.67275965 tas Australia surface JJA 0.98331946 tas Australia surface SON 1.7769258 tas Australia surface DJF 1.446253 +tas Australia surface year 1.0538212 tas Antarctica surface MAM 4.7414265 tas Antarctica surface JJA 6.749197 tas Antarctica surface SON 3.5279527 tas Antarctica surface DJF 0.91538006 +tas Antarctica surface year 3.839729 tas glob surface MAM 1.6325796 tas glob surface JJA 1.7189362 tas glob surface SON 1.6594532 tas glob surface DJF 1.2894688 +tas glob surface year 1.2657039 tas arctic surface MAM 2.0303392 tas arctic surface JJA 1.5428725 tas arctic surface SON 3.205059 tas arctic surface DJF 2.1466384 +tas arctic surface year 1.4406987 tas northmid surface MAM 2.1681075 tas northmid surface JJA 1.8086131 tas northmid surface SON 1.4643807 tas northmid surface DJF 1.9713781 +tas northmid surface year 1.5056573 tas tropics surface MAM 0.9390525 tas tropics surface JJA 0.7795077 tas tropics surface SON 0.8835377 tas tropics surface DJF 0.9778899 +tas tropics surface year 0.8058074 tas innertropics surface MAM 0.75055027 tas innertropics surface JJA 0.639284 tas innertropics surface SON 0.69715387 tas innertropics surface DJF 0.7825633 +tas innertropics surface year 0.6188297 tas nino34 surface MAM 0.46814066 tas nino34 surface JJA 0.81910783 tas nino34 surface SON 1.1118696 tas nino34 surface DJF 0.88570684 +tas nino34 surface year 0.7786423 tas southmid surface MAM 0.6894341 tas southmid surface JJA 0.70772815 tas southmid surface SON 0.8017857 tas southmid surface DJF 0.6982054 +tas southmid surface year 0.56597143 tas antarctic surface MAM 3.1641555 tas antarctic surface JJA 4.8153715 tas antarctic surface SON 2.8358123 tas antarctic surface DJF 0.89331573 +tas antarctic surface year 2.550086 clt Atlantic_Basin surface MAM 10.688911 clt Atlantic_Basin surface JJA 11.220246 clt Atlantic_Basin surface SON 10.663179 clt Atlantic_Basin surface DJF 13.178062 +clt Atlantic_Basin surface year 9.497271 clt Pacific_Basin surface MAM 13.023244 clt Pacific_Basin surface JJA 12.28602 clt Pacific_Basin surface SON 12.211538 clt Pacific_Basin surface DJF 12.317889 +clt Pacific_Basin surface year 11.382711 clt Indian_Basin surface MAM 13.205915 clt Indian_Basin surface JJA 17.351175 clt Indian_Basin surface SON 10.993248 clt Indian_Basin surface DJF 10.998483 +clt Indian_Basin surface year 11.879215 clt Arctic_Basin surface MAM 23.363476 clt Arctic_Basin surface JJA 8.068325 clt Arctic_Basin surface SON 18.164719 clt Arctic_Basin surface DJF 24.609396 +clt Arctic_Basin surface year 18.012953 clt Southern_Ocean_Basin surface MAM 5.3523526 clt Southern_Ocean_Basin surface JJA 8.917101 clt Southern_Ocean_Basin surface SON 4.979258 clt Southern_Ocean_Basin surface DJF 3.45025 +clt Southern_Ocean_Basin surface year 4.974028 clt Mediterranean_Basin surface MAM 13.060423 clt Mediterranean_Basin surface JJA 10.861174 clt Mediterranean_Basin surface SON 20.714716 clt Mediterranean_Basin surface DJF 15.898792 +clt Mediterranean_Basin surface year 15.133776 clt Asia surface MAM 15.512783 clt Asia surface JJA 12.639947 clt Asia surface SON 9.710603 clt Asia surface DJF 17.84438 +clt Asia surface year 11.054164 clt North_America surface MAM 14.355075 clt North_America surface JJA 13.647347 clt North_America surface SON 9.281803 clt North_America surface DJF 16.600855 +clt North_America surface year 9.395042 clt Europe surface MAM 11.565867 clt Europe surface JJA 12.724273 clt Europe surface SON 5.4519773 clt Europe surface DJF 11.647154 +clt Europe surface year 6.140804 clt Africa surface MAM 11.367513 clt Africa surface JJA 13.774508 clt Africa surface SON 8.9936495 clt Africa surface DJF 8.945799 +clt Africa surface year 9.242002 clt South_America surface MAM 15.252413 clt South_America surface JJA 16.371696 clt South_America surface SON 20.429335 clt South_America surface DJF 16.164392 +clt South_America surface year 15.860123 clt Oceania surface MAM 11.556518 clt Oceania surface JJA 9.633072 clt Oceania surface SON 9.155824 clt Oceania surface DJF 7.9550977 +clt Oceania surface year 9.211471 clt Australia surface MAM 4.7595963 clt Australia surface JJA 21.381298 clt Australia surface SON 4.66642 clt Australia surface DJF 12.223458 +clt Australia surface year 4.3135896 clt Antarctica surface MAM 49.65725 clt Antarctica surface JJA 47.346478 clt Antarctica surface SON 33.346188 clt Antarctica surface DJF 21.836401 +clt Antarctica surface year 37.69713 clt glob surface MAM 15.215518 clt glob surface JJA 14.785855 clt glob surface SON 12.239864 clt glob surface DJF 13.12797 +clt glob surface year 12.358643 clt arctic surface MAM 20.015934 clt arctic surface JJA 8.929289 clt arctic surface SON 14.373359 clt arctic surface DJF 22.109056 +clt arctic surface year 14.594497 clt northmid surface MAM 7.7948704 clt northmid surface JJA 11.018465 clt northmid surface SON 8.497029 clt northmid surface DJF 10.551918 +clt northmid surface year 6.569218 clt tropics surface MAM 14.920969 clt tropics surface JJA 15.668555 clt tropics surface SON 13.7081995 clt tropics surface DJF 14.471983 +clt tropics surface year 13.31036 clt innertropics surface MAM 16.412899 clt innertropics surface JJA 16.915028 clt innertropics surface SON 15.644698 clt innertropics surface DJF 16.599272 +clt innertropics surface year 15.018513 clt nino34 surface MAM 13.910303 clt nino34 surface JJA 12.305552 clt nino34 surface SON 13.41256 clt nino34 surface DJF 10.061603 +clt nino34 surface year 10.666427 clt southmid surface MAM 5.1140842 clt southmid surface JJA 5.191549 clt southmid surface SON 3.4960563 clt southmid surface DJF 3.8907018 +clt southmid surface year 3.9559736 clt antarctic surface MAM 30.433632 clt antarctic surface JJA 33.274002 clt antarctic surface SON 21.043722 clt antarctic surface DJF 14.3802595 +clt antarctic surface year 23.899563 pr Atlantic_Basin surface MAM 1.1026318e-05 pr Atlantic_Basin surface JJA 8.64199e-06 pr Atlantic_Basin surface SON 7.2026705e-06 pr Atlantic_Basin surface DJF 9.158029e-06 +pr Atlantic_Basin surface year 6.8621066e-06 pr Pacific_Basin surface MAM 1.327316e-05 pr Pacific_Basin surface JJA 1.4643905e-05 pr Pacific_Basin surface SON 1.2748929e-05 pr Pacific_Basin surface DJF 1.2857382e-05 +pr Pacific_Basin surface year 1.1379548e-05 pr Indian_Basin surface MAM 1.0450322e-05 pr Indian_Basin surface JJA 1.3270858e-05 pr Indian_Basin surface SON 9.437701e-06 pr Indian_Basin surface DJF 1.2616057e-05 +pr Indian_Basin surface year 9.059765e-06 pr Arctic_Basin surface MAM 3.1777236e-06 pr Arctic_Basin surface JJA 3.4585123e-06 pr Arctic_Basin surface SON 3.572272e-06 pr Arctic_Basin surface DJF 2.0930033e-06 +pr Arctic_Basin surface year 2.8193026e-06 pr Southern_Ocean_Basin surface MAM 5.6540557e-06 pr Southern_Ocean_Basin surface JJA 6.17617e-06 pr Southern_Ocean_Basin surface SON 5.3496997e-06 pr Southern_Ocean_Basin surface DJF 3.715291e-06 +pr Southern_Ocean_Basin surface year 4.540132e-06 pr Mediterranean_Basin surface MAM 7.1490344e-06 pr Mediterranean_Basin surface JJA 3.1584293e-06 pr Mediterranean_Basin surface SON 9.252634e-06 pr Mediterranean_Basin surface DJF 6.9399525e-06 +pr Mediterranean_Basin surface year 6.379613e-06 pr Asia surface MAM 8.376015e-06 pr Asia surface JJA 1.2225208e-05 pr Asia surface SON 8.729552e-06 pr Asia surface DJF 6.724749e-06 +pr Asia surface year 7.700968e-06 pr North_America surface MAM 8.020692e-06 pr North_America surface JJA 1.0112509e-05 pr North_America surface SON 8.164697e-06 pr North_America surface DJF 6.641887e-06 +pr North_America surface year 7.4216864e-06 pr Europe surface MAM 4.2998195e-06 pr Europe surface JJA 5.5252917e-06 pr Europe surface SON 5.3499584e-06 pr Europe surface DJF 7.891281e-06 +pr Europe surface year 4.558755e-06 pr Africa surface MAM 6.5534437e-06 pr Africa surface JJA 7.987958e-06 pr Africa surface SON 9.035219e-06 pr Africa surface DJF 9.90779e-06 +pr Africa surface year 7.3833426e-06 pr South_America surface MAM 2.369992e-05 pr South_America surface JJA 1.28522925e-05 pr South_America surface SON 1.3382793e-05 pr South_America surface DJF 2.6494901e-05 +pr South_America surface year 1.6369013e-05 pr Oceania surface MAM 9.374317e-06 pr Oceania surface JJA 1.0379485e-05 pr Oceania surface SON 7.9649435e-06 pr Oceania surface DJF 8.832291e-06 +pr Oceania surface year 8.360962e-06 pr Australia surface MAM 5.9717054e-06 pr Australia surface JJA 7.3871574e-06 pr Australia surface SON 8.607131e-06 pr Australia surface DJF 1.0506114e-05 +pr Australia surface year 7.745121e-06 pr Antarctica surface MAM 2.3243267e-06 pr Antarctica surface JJA 3.545634e-06 pr Antarctica surface SON 2.7906394e-06 pr Antarctica surface DJF 1.8150458e-06 +pr Antarctica surface year 2.1688688e-06 pr glob surface MAM 8.596867e-06 pr glob surface JJA 9.225855e-06 pr glob surface SON 7.870716e-06 pr glob surface DJF 8.035571e-06 +pr glob surface year 7.1038125e-06 pr arctic surface MAM 3.7997165e-06 pr arctic surface JJA 5.0655417e-06 pr arctic surface SON 5.114021e-06 pr arctic surface DJF 3.6946224e-06 +pr arctic surface year 3.8833455e-06 pr northmid surface MAM 6.8569907e-06 pr northmid surface JJA 7.1632353e-06 pr northmid surface SON 5.44375e-06 pr northmid surface DJF 7.3990273e-06 +pr northmid surface year 5.1785323e-06 pr tropics surface MAM 1.5833471e-05 pr tropics surface JJA 1.5225449e-05 pr tropics surface SON 1.3838429e-05 pr tropics surface DJF 1.5037941e-05 +pr tropics surface year 1.2816657e-05 pr innertropics surface MAM 2.4162624e-05 pr innertropics surface JJA 2.0744039e-05 pr innertropics surface SON 1.9290455e-05 pr innertropics surface DJF 2.1690736e-05 +pr innertropics surface year 1.8541628e-05 pr nino34 surface MAM 1.6357277e-05 pr nino34 surface JJA 1.2002019e-05 pr nino34 surface SON 9.807229e-06 pr nino34 surface DJF 1.6877633e-05 +pr nino34 surface year 1.2636165e-05 pr southmid surface MAM 5.8803125e-06 pr southmid surface JJA 8.565774e-06 pr southmid surface SON 5.7595425e-06 pr southmid surface DJF 4.3968116e-06 +pr southmid surface year 5.380638e-06 pr antarctic surface MAM 3.4821683e-06 pr antarctic surface JJA 4.384678e-06 pr antarctic surface SON 3.4263662e-06 pr antarctic surface DJF 2.50433e-06 +pr antarctic surface year 2.70934e-06 rlut Atlantic_Basin surface MAM 8.978377 rlut Atlantic_Basin surface JJA 7.4454384 rlut Atlantic_Basin surface SON 4.844699 rlut Atlantic_Basin surface DJF 6.419952 +rlut Atlantic_Basin surface year 5.671369 rlut Pacific_Basin surface MAM 7.424926 rlut Pacific_Basin surface JJA 8.692472 rlut Pacific_Basin surface SON 7.8024483 rlut Pacific_Basin surface DJF 6.502893 +rlut Pacific_Basin surface year 6.4130416 rlut Indian_Basin surface MAM 9.613252 rlut Indian_Basin surface JJA 10.232246 rlut Indian_Basin surface SON 8.7889385 rlut Indian_Basin surface DJF 8.269381 +rlut Indian_Basin surface year 7.819454 rlut Arctic_Basin surface MAM 1.6211339 rlut Arctic_Basin surface JJA 1.0881484 rlut Arctic_Basin surface SON 5.836595 rlut Arctic_Basin surface DJF 4.960351 +rlut Arctic_Basin surface year 3.0191894 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0.011143379 zos Antarctica surface DJF 0.005337281 +zos Antarctica surface year 0.0016194806 zos glob surface MAM 0.03554419 zos glob surface JJA 0.03511359 zos glob surface SON 0.036044158 zos glob surface DJF 0.034218866 +zos glob surface year 0.034151778 zos arctic surface MAM 0.020582978 zos arctic surface JJA 0.025296038 zos arctic surface SON 0.025273666 zos arctic surface DJF 0.023080569 +zos arctic surface year 0.025355745 zos northmid surface MAM 0.039776053 zos northmid surface JJA 0.042000756 zos northmid surface SON 0.042496555 zos northmid surface DJF 0.03945496 +zos northmid surface year 0.040375967 zos tropics surface MAM 0.029858002 zos tropics surface JJA 0.029199991 zos tropics surface SON 0.030590992 zos tropics surface DJF 0.028277306 +zos tropics surface year 0.028860327 zos innertropics surface MAM 0.02585059 zos innertropics surface JJA 0.02321208 zos innertropics surface SON 0.02558203 zos innertropics surface DJF 0.02363944 +zos innertropics surface year 0.023631612 zos nino34 surface MAM 0.038616464 zos nino34 surface JJA 0.03342025 zos nino34 surface SON 0.03612903 zos nino34 surface DJF 0.034252293 +zos nino34 surface year 0.035611384 zos southmid surface MAM 0.050742652 zos southmid surface JJA 0.048004903 zos southmid surface SON 0.04805138 zos southmid surface DJF 0.048744876 +zos southmid surface year 0.048494443 zos antarctic surface MAM 0.020348316 zos antarctic surface JJA 0.020375237 zos antarctic surface SON 0.025952637 zos antarctic surface DJF 0.01927875 +zos antarctic surface year 0.019296568 tos Atlantic_Basin surface MAM 0.22130299 tos Atlantic_Basin surface JJA 0.5471486 tos Atlantic_Basin surface SON 0.38274297 tos Atlantic_Basin surface DJF 0.251907 +tos Atlantic_Basin surface year 0.31039456 tos Pacific_Basin surface MAM 0.2921694 tos Pacific_Basin surface JJA 0.38576514 tos Pacific_Basin surface SON 0.36798444 tos Pacific_Basin surface DJF 0.29816633 +tos Pacific_Basin surface year 0.3169104 tos Indian_Basin surface MAM 0.19703758 tos Indian_Basin surface JJA 0.15407212 tos Indian_Basin surface SON 0.1530528 tos Indian_Basin surface DJF 0.32091603 +tos Indian_Basin surface year 0.18400107 tos Arctic_Basin surface MAM 0.08928699 tos Arctic_Basin surface JJA 0.6951031 tos Arctic_Basin surface SON 0.55550313 tos Arctic_Basin surface DJF 0.09973031 +tos Arctic_Basin surface year 0.3359247 tos Southern_Ocean_Basin surface MAM 0.38263282 tos Southern_Ocean_Basin surface JJA 0.1752405 tos Southern_Ocean_Basin surface SON 0.17087138 tos Southern_Ocean_Basin surface DJF 0.7014345 +tos Southern_Ocean_Basin surface year 0.29017735 tos Mediterranean_Basin surface MAM 0.15255009 tos Mediterranean_Basin surface JJA 0.6749484 tos Mediterranean_Basin surface SON 0.642508 tos Mediterranean_Basin surface DJF 0.13165352 +tos Mediterranean_Basin surface year 0.38318968 tos Asia surface MAM 0.25345004 tos Asia surface JJA 1.111766 tos Asia surface SON 0.849722 tos Asia surface DJF 0.266442 +tos Asia surface year 0.5769418 tos North_America surface MAM 0.66974837 tos North_America surface JJA 0.7628821 tos North_America surface SON 0.9790105 tos North_America surface DJF 0.2798536 +tos North_America surface year 0.6583649 tos Europe surface MAM 0.5618206 tos Europe surface JJA 0.9124994 tos Europe surface SON 0.7858087 tos Europe surface DJF 0.35510847 +tos Europe surface year 0.54959 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM 0.22130549 tos South_America surface JJA 0.1596927 tos South_America surface SON 0.22353108 tos South_America surface DJF 0.13383089 +tos South_America surface year 0.16943385 tos Oceania surface MAM 0.39914572 tos Oceania surface JJA 0.26634198 tos Oceania surface SON 0.36182272 tos Oceania surface DJF 0.34914386 +tos Oceania surface year 0.34411347 tos Australia surface MAM 0.40611637 tos Australia surface JJA 0.15605822 tos Australia surface SON 0.077962756 tos Australia surface DJF 0.49644977 +tos Australia surface year 0.23654622 tos Antarctica surface MAM 1.1425462 tos Antarctica surface JJA 0.042814657 tos Antarctica surface SON 0.13890597 tos Antarctica surface DJF 1.0412105 +tos Antarctica surface year 0.569962 tos glob surface MAM 0.27203488 tos glob surface JJA 0.3715312 tos glob surface SON 0.31861216 tos glob surface DJF 0.3805429 +tos glob surface year 0.29847416 tos arctic surface MAM 0.1488811 tos arctic surface JJA 0.7718751 tos arctic surface SON 0.6142319 tos arctic surface DJF 0.15246789 +tos arctic surface year 0.3845114 tos northmid surface MAM 0.28824368 tos northmid surface JJA 0.89956784 tos northmid surface SON 0.72121733 tos northmid surface DJF 0.262806 +tos northmid surface year 0.4976644 tos tropics surface MAM 0.22968204 tos tropics surface JJA 0.21956308 tos tropics surface SON 0.20881315 tos tropics surface DJF 0.2647296 +tos tropics surface year 0.21555431 tos innertropics surface MAM 0.24101779 tos innertropics surface JJA 0.2114666 tos innertropics surface SON 0.21069561 tos innertropics surface DJF 0.24271074 +tos innertropics surface year 0.20873204 tos nino34 surface MAM 0.5889852 tos nino34 surface JJA 0.5204518 tos nino34 surface SON 0.4593796 tos nino34 surface DJF 0.49605602 +tos nino34 surface year 0.5162181 tos southmid surface MAM 0.25441974 tos southmid surface JJA 0.17597225 tos southmid surface SON 0.17320773 tos southmid surface DJF 0.4309899 +tos southmid surface year 0.21204089 tos antarctic surface MAM 0.62351763 tos antarctic surface JJA 0.16212852 tos antarctic surface SON 0.15848559 tos antarctic surface DJF 1.1463268 +tos antarctic surface year 0.43031707 mlotst Atlantic_Basin surface MAM 33.293736 mlotst Atlantic_Basin surface JJA 8.857949 mlotst Atlantic_Basin surface SON 12.052928 mlotst Atlantic_Basin surface DJF 34.854687 +mlotst Atlantic_Basin surface year 20.748251 mlotst Pacific_Basin surface MAM 10.414628 mlotst Pacific_Basin surface JJA 6.326696 mlotst Pacific_Basin surface SON 7.347997 mlotst Pacific_Basin surface DJF 8.276337 +mlotst Pacific_Basin surface year 6.650844 mlotst Indian_Basin surface MAM 4.506365 mlotst Indian_Basin surface JJA 12.915544 mlotst Indian_Basin surface SON 14.526629 mlotst Indian_Basin surface DJF 6.3809524 +mlotst Indian_Basin surface year 8.651783 mlotst Arctic_Basin surface MAM 17.072815 mlotst Arctic_Basin surface JJA 1.464049 mlotst Arctic_Basin surface SON 2.4017236 mlotst Arctic_Basin surface DJF 14.261293 +mlotst Arctic_Basin surface year 7.9876523 mlotst Southern_Ocean_Basin surface MAM 10.040087 mlotst Southern_Ocean_Basin surface JJA 41.160976 mlotst Southern_Ocean_Basin surface SON 77.47056 mlotst Southern_Ocean_Basin surface DJF 10.852935 +mlotst Southern_Ocean_Basin surface year 32.162697 mlotst Mediterranean_Basin surface MAM 17.564499 mlotst Mediterranean_Basin surface JJA 1.0542302 mlotst Mediterranean_Basin surface SON 4.08931 mlotst Mediterranean_Basin surface DJF 26.671282 +mlotst Mediterranean_Basin surface year 10.900537 mlotst Asia surface MAM 23.782606 mlotst Asia surface JJA 9.045004 mlotst Asia surface SON 16.019056 mlotst Asia surface DJF 34.522564 +mlotst Asia surface year 20.842306 mlotst North_America surface MAM 16.380474 mlotst North_America surface JJA 9.609041 mlotst North_America surface SON 11.166693 mlotst North_America surface DJF 16.295456 +mlotst North_America surface year 13.248569 mlotst Europe surface MAM 23.686342 mlotst Europe surface JJA 8.406918 mlotst Europe surface SON 13.953857 mlotst Europe surface DJF 29.858416 +mlotst Europe surface year 18.871761 mlotst Africa surface MAM nan mlotst Africa surface JJA nan mlotst Africa surface SON nan mlotst Africa surface DJF nan +mlotst Africa surface year nan mlotst South_America surface MAM 30.703941 mlotst South_America surface JJA 26.28259 mlotst South_America surface SON 23.80999 mlotst South_America surface DJF 34.07693 +mlotst South_America surface year 28.718363 mlotst Oceania surface MAM 48.562298 mlotst Oceania surface JJA 97.67912 mlotst Oceania surface SON 58.489014 mlotst Oceania surface DJF 17.91276 +mlotst Oceania surface year 55.660797 mlotst Australia surface MAM 41.99622 mlotst Australia surface JJA 68.90573 mlotst Australia surface SON 51.526115 mlotst Australia surface DJF 23.59991 +mlotst Australia surface year 46.506996 mlotst Antarctica surface MAM 32.52129 mlotst Antarctica surface JJA 62.20408 mlotst Antarctica surface SON 176.66896 mlotst Antarctica surface DJF 32.444954 +mlotst Antarctica surface year 75.95982 mlotst glob surface MAM 14.660869 mlotst glob surface JJA 16.601042 mlotst glob surface SON 27.856846 mlotst glob surface DJF 14.491826 +mlotst glob surface year 16.720861 mlotst arctic surface MAM 32.87401 mlotst arctic surface JJA 1.601793 mlotst arctic surface SON 4.165431 mlotst arctic surface DJF 28.820284 +mlotst arctic surface year 15.754675 mlotst northmid surface MAM 30.320438 mlotst northmid surface JJA 1.9768188 mlotst northmid surface SON 4.7444477 mlotst northmid surface DJF 32.27984 +mlotst northmid surface year 16.0614 mlotst tropics surface MAM 6.3886337 mlotst tropics surface JJA 6.853222 mlotst tropics surface SON 7.061381 mlotst tropics surface DJF 6.630032 +mlotst tropics surface year 5.3077517 mlotst innertropics surface MAM 6.101142 mlotst innertropics surface JJA 5.7748857 mlotst innertropics surface SON 6.3013396 mlotst innertropics surface DJF 6.264432 +mlotst innertropics surface year 4.748862 mlotst nino34 surface MAM 1.5756465 mlotst nino34 surface JJA 4.2947054 mlotst nino34 surface SON 3.6448314 mlotst nino34 surface DJF 3.1471791 +mlotst nino34 surface year 2.4614105 mlotst southmid surface MAM 9.757277 mlotst southmid surface JJA 31.009207 mlotst southmid surface SON 39.106895 mlotst southmid surface DJF 10.738725 +mlotst southmid surface year 19.932835 mlotst antarctic surface MAM 9.23361 mlotst antarctic surface JJA 63.352448 mlotst antarctic surface SON 157.80714 mlotst antarctic surface DJF 7.6590695 +mlotst antarctic surface year 58.384045 thetao Atlantic_Basin 10m MAM 1.2865099 thetao Atlantic_Basin 10m JJA 1.1631162 thetao Atlantic_Basin 10m SON 0.97759515 thetao Atlantic_Basin 10m DJF 1.1340615 +thetao Atlantic_Basin 10m year 1.0008208 thetao Atlantic_Basin 100m MAM 1.362753 thetao Atlantic_Basin 100m JJA 1.2884331 thetao Atlantic_Basin 100m SON 1.276227 thetao Atlantic_Basin 100m DJF 1.2614989 +thetao Atlantic_Basin 100m year 1.263115 thetao Atlantic_Basin 1000m MAM 1.1488237 thetao Atlantic_Basin 1000m JJA 1.1501039 thetao Atlantic_Basin 1000m SON 1.148236 thetao Atlantic_Basin 1000m DJF 1.1336856 +thetao Atlantic_Basin 1000m year 1.1451194 thetao Pacific_Basin 10m MAM 0.7742355 thetao Pacific_Basin 10m JJA 1.102457 thetao Pacific_Basin 10m SON 1.0190904 thetao Pacific_Basin 10m DJF 0.82225484 +thetao Pacific_Basin 10m year 0.8403661 thetao Pacific_Basin 100m MAM 1.5878398 thetao Pacific_Basin 100m JJA 1.6032788 thetao Pacific_Basin 100m SON 1.5133811 thetao Pacific_Basin 100m DJF 1.5516334 +thetao Pacific_Basin 100m year 1.5298413 thetao Pacific_Basin 1000m MAM 0.5008597 thetao Pacific_Basin 1000m JJA 0.5078818 thetao Pacific_Basin 1000m SON 0.50335985 thetao Pacific_Basin 1000m DJF 0.50026315 +thetao Pacific_Basin 1000m year 0.5001809 thetao Indian_Basin 10m MAM 0.58625114 thetao Indian_Basin 10m JJA 0.83853906 thetao Indian_Basin 10m SON 0.87412876 thetao Indian_Basin 10m DJF 0.69920343 +thetao Indian_Basin 10m year 0.67779124 thetao Indian_Basin 100m MAM 1.0351963 thetao Indian_Basin 100m JJA 1.04583 thetao Indian_Basin 100m SON 1.1481986 thetao Indian_Basin 100m DJF 1.1810763 +thetao Indian_Basin 100m year 1.0297861 thetao Indian_Basin 1000m MAM 0.3892153 thetao Indian_Basin 1000m JJA 0.39001977 thetao Indian_Basin 1000m SON 0.3975408 thetao Indian_Basin 1000m DJF 0.38463745 +thetao Indian_Basin 1000m year 0.38697743 thetao Arctic_Basin 10m MAM 0.4539716 thetao Arctic_Basin 10m JJA 0.79147506 thetao Arctic_Basin 10m SON 0.8891262 thetao Arctic_Basin 10m DJF 0.5464484 +thetao Arctic_Basin 10m year 0.41446295 thetao Arctic_Basin 100m MAM 0.7025999 thetao Arctic_Basin 100m JJA 0.75043947 thetao Arctic_Basin 100m SON 0.78294593 thetao Arctic_Basin 100m DJF 0.73524964 +thetao Arctic_Basin 100m year 0.71481353 thetao Arctic_Basin 1000m MAM 0.78137136 thetao Arctic_Basin 1000m JJA 0.79758185 thetao Arctic_Basin 1000m SON 0.7895975 thetao Arctic_Basin 1000m DJF 0.77691996 +thetao Arctic_Basin 1000m year 0.7863677 thetao Southern_Ocean_Basin 10m MAM 0.8623955 thetao Southern_Ocean_Basin 10m JJA 0.6946776 thetao Southern_Ocean_Basin 10m SON 0.66943944 thetao Southern_Ocean_Basin 10m DJF 0.9100292 +thetao Southern_Ocean_Basin 10m year 0.61124843 thetao Southern_Ocean_Basin 100m MAM 0.78084505 thetao Southern_Ocean_Basin 100m JJA 0.8469224 thetao Southern_Ocean_Basin 100m SON 0.7925466 thetao Southern_Ocean_Basin 100m DJF 0.77575874 +thetao Southern_Ocean_Basin 100m year 0.772526 thetao Southern_Ocean_Basin 1000m MAM 0.7393108 thetao Southern_Ocean_Basin 1000m JJA 0.7415181 thetao Southern_Ocean_Basin 1000m SON 0.7381153 thetao Southern_Ocean_Basin 1000m DJF 0.732431 +thetao Southern_Ocean_Basin 1000m year 0.7368001 thetao Mediterranean_Basin 10m MAM 1.6085992 thetao Mediterranean_Basin 10m JJA 0.9820885 thetao Mediterranean_Basin 10m SON 1.158057 thetao Mediterranean_Basin 10m DJF 1.8224229 +thetao Mediterranean_Basin 10m year 1.3374715 thetao Mediterranean_Basin 100m MAM 1.3124669 thetao Mediterranean_Basin 100m JJA 1.4127114 thetao Mediterranean_Basin 100m SON 1.5074215 thetao Mediterranean_Basin 100m DJF 1.4357655 +thetao Mediterranean_Basin 100m year 1.4170907 thetao Mediterranean_Basin 1000m MAM 1.1754848 thetao Mediterranean_Basin 1000m JJA 1.1746368 thetao Mediterranean_Basin 1000m SON 1.1719102 thetao Mediterranean_Basin 1000m DJF 1.1705426 +thetao Mediterranean_Basin 1000m year 1.1731446 thetao Asia 10m MAM 1.6146868 thetao Asia 10m JJA 2.5582426 thetao Asia 10m SON 1.7030123 thetao Asia 10m DJF 1.4052607 +thetao Asia 10m year 1.0425273 thetao Asia 100m MAM 1.2398264 thetao Asia 100m JJA 1.6221669 thetao Asia 100m SON 0.66277236 thetao Asia 100m DJF 1.1248473 +thetao Asia 100m year 1.1615021 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.0677676 thetao North_America 10m JJA 1.0342098 thetao North_America 10m SON 0.738222 thetao North_America 10m DJF 1.048779 +thetao North_America 10m year 0.6483354 thetao North_America 100m MAM 1.3921599 thetao North_America 100m JJA 0.7101965 thetao North_America 100m SON 0.7405635 thetao North_America 100m DJF 0.72284734 +thetao North_America 100m year 0.6577641 thetao North_America 1000m MAM 1.156817 thetao North_America 1000m JJA 1.27735 thetao North_America 1000m SON 1.1732278 thetao North_America 1000m DJF 1.0948238 +thetao North_America 1000m year 1.1755624 thetao Europe 10m MAM 1.7433807 thetao Europe 10m JJA 1.4071009 thetao Europe 10m SON 0.9047006 thetao Europe 10m DJF 2.0659404 +thetao Europe 10m year 0.9032179 thetao Europe 100m MAM 1.5337439 thetao Europe 100m JJA 1.5837469 thetao Europe 100m SON 1.5844913 thetao Europe 100m DJF 1.5387607 +thetao Europe 100m year 1.5601859 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 1.1836443 thetao South_America 10m JJA 2.0926478 thetao South_America 10m SON 1.3634564 thetao South_America 10m DJF 0.9652405 +thetao South_America 10m year 1.3411965 thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM 0.6321068 thetao Oceania 10m JJA 1.1975064 thetao Oceania 10m SON 1.3997216 thetao Oceania 10m DJF 0.6105232 +thetao Oceania 10m year 0.95996666 thetao Oceania 100m MAM 0.7119255 thetao Oceania 100m JJA 0.0051059723 thetao Oceania 100m SON 0.124176025 thetao Oceania 100m DJF 0.03975773 +thetao Oceania 100m year 0.1357212 thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 0.6555934 thetao Australia 10m JJA 1.2722344 thetao Australia 10m SON 1.4209924 thetao Australia 10m DJF 1.2393608 +thetao Australia 10m year 1.147047 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 0.7725214 thetao Antarctica 10m JJA 0.18511212 thetao Antarctica 10m SON 0.17835498 thetao Antarctica 10m DJF 1.5622125 +thetao Antarctica 10m year 0.4928167 thetao Antarctica 100m MAM 0.3163883 thetao Antarctica 100m JJA 0.39004475 thetao Antarctica 100m SON 0.03205836 thetao Antarctica 100m DJF 0.43911755 +thetao Antarctica 100m year 0.08336592 thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 0.8460396 thetao glob 10m JJA 0.94159025 thetao glob 10m SON 0.88823515 thetao glob 10m DJF 0.86954784 +thetao glob 10m year 0.7463526 thetao glob 100m MAM 1.1733606 thetao glob 100m JJA 1.1898165 thetao glob 100m SON 1.156668 thetao glob 100m DJF 1.1600379 +thetao glob 100m year 1.1347276 thetao glob 1000m MAM 0.6931222 thetao glob 1000m JJA 0.6977969 thetao glob 1000m SON 0.695011 thetao glob 1000m DJF 0.6875539 +thetao glob 1000m year 0.6916822 thetao arctic 10m MAM 0.6318928 thetao arctic 10m JJA 0.96300656 thetao arctic 10m SON 0.91597074 thetao arctic 10m DJF 0.64021516 +thetao arctic 10m year 0.53714436 thetao arctic 100m MAM 0.89883554 thetao arctic 100m JJA 0.80069673 thetao arctic 100m SON 0.8235105 thetao arctic 100m DJF 0.7860013 +thetao arctic 100m year 0.7897758 thetao arctic 1000m MAM 0.96893394 thetao arctic 1000m JJA 0.9835267 thetao arctic 1000m SON 0.9771729 thetao arctic 1000m DJF 0.9654063 +thetao arctic 1000m year 0.9737297 thetao northmid 10m MAM 1.4359288 thetao northmid 10m JJA 1.7258055 thetao northmid 10m SON 1.3285657 thetao northmid 10m DJF 1.4054883 +thetao northmid 10m year 1.3222644 thetao northmid 100m MAM 1.4189904 thetao northmid 100m JJA 1.5265666 thetao northmid 100m SON 1.6475012 thetao northmid 100m DJF 1.5273999 +thetao northmid 100m year 1.5120587 thetao northmid 1000m MAM 0.96745545 thetao northmid 1000m JJA 0.9697506 thetao northmid 1000m SON 0.974366 thetao northmid 1000m DJF 0.96986204 +thetao northmid 1000m year 0.9702613 thetao tropics 10m MAM 0.76987886 thetao tropics 10m JJA 0.8268537 thetao tropics 10m SON 0.8358791 thetao tropics 10m DJF 0.79558176 +thetao tropics 10m year 0.74090415 thetao tropics 100m MAM 1.4536675 thetao tropics 100m JJA 1.4807229 thetao tropics 100m SON 1.4193076 thetao tropics 100m DJF 1.4588517 +thetao tropics 100m year 1.4006473 thetao tropics 1000m MAM 0.5139066 thetao tropics 1000m JJA 0.5222587 thetao tropics 1000m SON 0.5187014 thetao tropics 1000m DJF 0.5118346 +thetao tropics 1000m year 0.5134646 thetao innertropics 10m MAM 0.67388105 thetao innertropics 10m JJA 0.7301768 thetao innertropics 10m SON 0.75923085 thetao innertropics 10m DJF 0.70681006 +thetao innertropics 10m year 0.622638 thetao innertropics 100m MAM 1.6005528 thetao innertropics 100m JJA 1.689743 thetao innertropics 100m SON 1.6245862 thetao innertropics 100m DJF 1.613033 +thetao innertropics 100m year 1.5436872 thetao innertropics 1000m MAM 0.4208157 thetao innertropics 1000m JJA 0.42443264 thetao innertropics 1000m SON 0.42646667 thetao innertropics 1000m DJF 0.4182908 +thetao innertropics 1000m year 0.41767618 thetao nino34 10m MAM 0.79766357 thetao nino34 10m JJA 1.1897948 thetao nino34 10m SON 1.682409 thetao nino34 10m DJF 1.5245999 +thetao nino34 10m year 1.2968705 thetao nino34 100m MAM 1.2199135 thetao nino34 100m JJA 1.1392477 thetao nino34 100m SON 1.98177 thetao nino34 100m DJF 1.9441128 +thetao nino34 100m year 1.4410775 thetao nino34 1000m MAM 0.06454215 thetao nino34 1000m JJA 0.057039637 thetao nino34 1000m SON 0.059777703 thetao nino34 1000m DJF 0.064938545 +thetao nino34 1000m year 0.0509163 thetao southmid 10m MAM 0.7912834 thetao southmid 10m JJA 0.88303053 thetao southmid 10m SON 0.91130155 thetao southmid 10m DJF 0.7915094 +thetao southmid 10m year 0.7325847 thetao southmid 100m MAM 1.0283011 thetao southmid 100m JJA 0.9839234 thetao southmid 100m SON 0.90346766 thetao southmid 100m DJF 0.9654979 +thetao southmid 100m year 0.951089 thetao southmid 1000m MAM 0.5966621 thetao southmid 1000m JJA 0.5898398 thetao southmid 1000m SON 0.58892226 thetao southmid 1000m DJF 0.5821288 +thetao southmid 1000m year 0.58799833 thetao antarctic 10m MAM 0.7681581 thetao antarctic 10m JJA 0.46202713 thetao antarctic 10m SON 0.3843133 thetao antarctic 10m DJF 0.94829553 +thetao antarctic 10m year 0.35854802 thetao antarctic 100m MAM 0.58809435 thetao antarctic 100m JJA 0.7347954 thetao antarctic 100m SON 0.6683617 thetao antarctic 100m DJF 0.5839039 +thetao antarctic 100m year 0.6105811 thetao antarctic 1000m MAM 1.1132404 thetao antarctic 1000m JJA 1.1290045 thetao antarctic 1000m SON 1.120135 thetao antarctic 1000m DJF 1.108396 +thetao antarctic 1000m year 1.1175175 so Atlantic_Basin 10m MAM 0.69493645 so Atlantic_Basin 10m JJA 0.72020334 so Atlantic_Basin 10m SON 0.7933658 so Atlantic_Basin 10m DJF 0.7032702 +so Atlantic_Basin 10m year 0.6926385 so Atlantic_Basin 100m MAM 0.28384322 so Atlantic_Basin 100m JJA 0.27015087 so Atlantic_Basin 100m SON 0.25797445 so Atlantic_Basin 100m DJF 0.2729538 +so Atlantic_Basin 100m year 0.26572675 so Atlantic_Basin 1000m MAM 0.26690015 so Atlantic_Basin 1000m JJA 0.26602915 so Atlantic_Basin 1000m SON 0.26635617 so Atlantic_Basin 1000m DJF 0.26676267 +so Atlantic_Basin 1000m year 0.26648772 so Pacific_Basin 10m MAM 0.37320602 so Pacific_Basin 10m JJA 0.3690859 so Pacific_Basin 10m SON 0.37699404 so Pacific_Basin 10m DJF 0.36098266 +so Pacific_Basin 10m year 0.35083175 so Pacific_Basin 100m MAM 0.2980386 so Pacific_Basin 100m JJA 0.2897852 so Pacific_Basin 100m SON 0.28590018 so Pacific_Basin 100m DJF 0.2909618 +so Pacific_Basin 100m year 0.28931564 so Pacific_Basin 1000m MAM 0.07300457 so Pacific_Basin 1000m JJA 0.073388174 so Pacific_Basin 1000m SON 0.07340062 so Pacific_Basin 1000m DJF 0.07328016 +so Pacific_Basin 1000m year 0.07320572 so Indian_Basin 10m MAM 0.32896522 so Indian_Basin 10m JJA 0.31990144 so Indian_Basin 10m SON 0.32748696 so Indian_Basin 10m DJF 0.3132184 +so Indian_Basin 10m year 0.30853334 so Indian_Basin 100m MAM 0.3145571 so Indian_Basin 100m JJA 0.31081176 so Indian_Basin 100m SON 0.32810405 so Indian_Basin 100m DJF 0.3277971 +so Indian_Basin 100m year 0.31760678 so Indian_Basin 1000m MAM 0.08792791 so Indian_Basin 1000m JJA 0.088088274 so Indian_Basin 1000m SON 0.08797343 so Indian_Basin 1000m DJF 0.08768439 +so Indian_Basin 1000m year 0.08786578 so Arctic_Basin 10m MAM 2.1619854 so Arctic_Basin 10m JJA 2.2364852 so Arctic_Basin 10m SON 2.9764335 so Arctic_Basin 10m DJF 2.4996176 +so Arctic_Basin 10m year 2.3700092 so Arctic_Basin 100m MAM 0.3463664 so Arctic_Basin 100m JJA 0.3382929 so Arctic_Basin 100m SON 0.40450135 so Arctic_Basin 100m DJF 0.3674135 +so Arctic_Basin 100m year 0.35783166 so Arctic_Basin 1000m MAM 0.13154043 so Arctic_Basin 1000m JJA 0.125412 so Arctic_Basin 1000m SON 0.12482405 so Arctic_Basin 1000m DJF 0.1354371 +so Arctic_Basin 1000m year 0.1293035 so Southern_Ocean_Basin 10m MAM 0.27441064 so Southern_Ocean_Basin 10m JJA 0.264246 so Southern_Ocean_Basin 10m SON 0.25641555 so Southern_Ocean_Basin 10m DJF 0.2710327 +so Southern_Ocean_Basin 10m year 0.22289748 so Southern_Ocean_Basin 100m MAM 0.19751424 so Southern_Ocean_Basin 100m JJA 0.21169733 so Southern_Ocean_Basin 100m SON 0.20560509 so Southern_Ocean_Basin 100m DJF 0.20206279 +so Southern_Ocean_Basin 100m year 0.20050089 so Southern_Ocean_Basin 1000m MAM 0.111348726 so Southern_Ocean_Basin 1000m JJA 0.10982269 so Southern_Ocean_Basin 1000m SON 0.11006125 so Southern_Ocean_Basin 1000m DJF 0.11056656 +so Southern_Ocean_Basin 1000m year 0.11036573 so Mediterranean_Basin 10m MAM 1.2477281 so Mediterranean_Basin 10m JJA 1.2582016 so Mediterranean_Basin 10m SON 1.2486249 so Mediterranean_Basin 10m DJF 1.2463609 +so Mediterranean_Basin 10m year 1.250229 so Mediterranean_Basin 100m MAM 1.2370794 so Mediterranean_Basin 100m JJA 1.2140598 so Mediterranean_Basin 100m SON 1.2181947 so Mediterranean_Basin 100m DJF 1.2189786 +so Mediterranean_Basin 100m year 1.2220783 so Mediterranean_Basin 1000m MAM 0.6972613 so Mediterranean_Basin 1000m JJA 0.70844597 so Mediterranean_Basin 1000m SON 0.6969639 so Mediterranean_Basin 1000m DJF 0.69198936 +so Mediterranean_Basin 1000m year 0.6986651 so Asia 10m MAM 4.725536 so Asia 10m JJA 4.770375 so Asia 10m SON 4.341692 so Asia 10m DJF 4.311108 +so Asia 10m year 4.5117497 so Asia 100m MAM 6.534297 so Asia 100m JJA 6.5459414 so Asia 100m SON 6.5336294 so Asia 100m DJF 6.5812254 +so Asia 100m year 6.5487733 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 2.1476293 so North_America 10m JJA 2.0051389 so North_America 10m SON 1.8910239 so North_America 10m DJF 1.8925974 +so North_America 10m year 1.9320183 so North_America 100m MAM 0.34270954 so North_America 100m JJA 0.41005802 so North_America 100m SON 0.356977 so North_America 100m DJF 0.3416524 +so North_America 100m year 0.35359812 so North_America 1000m MAM 0.32199097 so North_America 1000m JJA 0.33036423 so North_America 1000m SON 0.30929184 so North_America 1000m DJF 0.31090164 +so North_America 1000m year 0.31813812 so Europe 10m MAM 1.819174 so Europe 10m JJA 1.9434698 so Europe 10m SON 2.057103 so Europe 10m DJF 1.7280458 +so Europe 10m year 1.8503685 so Europe 100m MAM 1.1800041 so Europe 100m JJA 1.1467781 so Europe 100m SON 1.1665249 so Europe 100m DJF 1.1494465 +so Europe 100m year 1.1606884 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 0.30901337 so South_America 10m JJA 0.3310763 so South_America 10m SON 0.35405985 so South_America 10m DJF 0.37760416 +so South_America 10m year 0.25902176 so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM 0.5901127 so Oceania 10m JJA 0.52062225 so Oceania 10m SON 0.58681107 so Oceania 10m DJF 0.7408695 +so Oceania 10m year 0.6096039 so Oceania 100m MAM 0.23066711 so Oceania 100m JJA 0.21303177 so Oceania 100m SON 0.20340347 so Oceania 100m DJF 0.189888 +so Oceania 100m year 0.20924759 so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 0.7144222 so Australia 10m JJA 0.7497654 so Australia 10m SON 0.74777603 so Australia 10m DJF 0.7903271 +so Australia 10m year 0.7505741 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.8673363 so Antarctica 10m JJA 0.59589005 so Antarctica 10m SON 0.03912735 so Antarctica 10m DJF 0.35308456 +so Antarctica 10m year 0.46385956 so Antarctica 100m MAM 0.2782898 so Antarctica 100m JJA 0.28679657 so Antarctica 100m SON 0.21969223 so Antarctica 100m DJF 0.22785568 +so Antarctica 100m year 0.25315857 so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.6209971 so glob 10m JJA 0.6290912 so glob 10m SON 0.7267792 so glob 10m DJF 0.65369344 +so glob 10m year 0.6202389 so glob 100m MAM 0.28869665 so glob 100m JJA 0.2866749 so glob 100m SON 0.28979206 so glob 100m DJF 0.2891703 +so glob 100m year 0.28501344 so glob 1000m MAM 0.12838633 so glob 1000m JJA 0.12745439 so glob 1000m SON 0.12748668 so glob 1000m DJF 0.12850067 +so glob 1000m year 0.12790044 so arctic 10m MAM 1.9273485 so arctic 10m JJA 1.9834254 so arctic 10m SON 2.613339 so arctic 10m DJF 2.2057743 +so arctic 10m year 2.0997562 so arctic 100m MAM 0.32978994 so arctic 100m JJA 0.3151188 so arctic 100m SON 0.36248204 so arctic 100m DJF 0.34434387 +so arctic 100m year 0.33197734 so arctic 1000m MAM 0.13013707 so arctic 1000m JJA 0.12448411 so arctic 1000m SON 0.12392888 so arctic 1000m DJF 0.13352296 +so arctic 1000m year 0.12801158 so northmid 10m MAM 0.7271087 so northmid 10m JJA 0.79695684 so northmid 10m SON 0.86417854 so northmid 10m DJF 0.77250206 +so northmid 10m year 0.7744361 so northmid 100m MAM 0.5832195 so northmid 100m JJA 0.56691456 so northmid 100m SON 0.5568142 so northmid 100m DJF 0.58206 +so northmid 100m year 0.56783116 so northmid 1000m MAM 0.16529699 so northmid 1000m JJA 0.16571674 so northmid 1000m SON 0.16675557 so northmid 1000m DJF 0.16746756 +so northmid 1000m year 0.16629812 so tropics 10m MAM 0.4019018 so tropics 10m JJA 0.3726546 so tropics 10m SON 0.36275 so tropics 10m DJF 0.3565555 +so tropics 10m year 0.344597 so tropics 100m MAM 0.2597325 so tropics 100m JJA 0.2556951 so tropics 100m SON 0.25557667 so tropics 100m DJF 0.25475395 +so tropics 100m year 0.2536811 so tropics 1000m MAM 0.11748303 so tropics 1000m JJA 0.11790393 so tropics 1000m SON 0.117337294 so tropics 1000m DJF 0.11738408 +so tropics 1000m year 0.11745983 so innertropics 10m MAM 0.4587395 so innertropics 10m JJA 0.4222327 so innertropics 10m SON 0.4217244 so innertropics 10m DJF 0.3968788 +so innertropics 10m year 0.3824365 so innertropics 100m MAM 0.26937836 so innertropics 100m JJA 0.2633482 so innertropics 100m SON 0.2610081 so innertropics 100m DJF 0.26181176 +so innertropics 100m year 0.26097614 so innertropics 1000m MAM 0.11296672 so innertropics 1000m JJA 0.11393575 so innertropics 1000m SON 0.113020934 so innertropics 1000m DJF 0.11284947 +so innertropics 1000m year 0.1131499 so nino34 10m MAM 0.11800372 so nino34 10m JJA 0.15680157 so nino34 10m SON 0.20603244 so nino34 10m DJF 0.14615981 +so nino34 10m year 0.15110731 so nino34 100m MAM 0.17049523 so nino34 100m JJA 0.18200347 so nino34 100m SON 0.17021123 so nino34 100m DJF 0.14283949 +so nino34 100m year 0.16479114 so nino34 1000m MAM 0.044499557 so nino34 1000m JJA 0.049535464 so nino34 1000m SON 0.045473956 so nino34 1000m DJF 0.042639606 +so nino34 1000m year 0.04553706 so southmid 10m MAM 0.3000145 so southmid 10m JJA 0.29207268 so southmid 10m SON 0.2750231 so southmid 10m DJF 0.29312602 +so southmid 10m year 0.28439462 so southmid 100m MAM 0.22577047 so southmid 100m JJA 0.23386717 so southmid 100m SON 0.23597276 so southmid 100m DJF 0.23135398 +so southmid 100m year 0.22801548 so southmid 1000m MAM 0.15657556 so southmid 1000m JJA 0.15472186 so southmid 1000m SON 0.15531805 so southmid 1000m DJF 0.15603413 +so southmid 1000m year 0.15560102 so antarctic 10m MAM 0.25300825 so antarctic 10m JJA 0.26506168 so antarctic 10m SON 0.2949417 so antarctic 10m DJF 0.2821614 +so antarctic 10m year 0.15140183 so antarctic 100m MAM 0.18787815 so antarctic 100m JJA 0.20007369 so antarctic 100m SON 0.18361306 so antarctic 100m DJF 0.18288301 +so antarctic 100m year 0.18598442 so antarctic 1000m MAM 0.05073283 so antarctic 1000m JJA 0.050037954 so antarctic 1000m SON 0.05020162 so antarctic 1000m DJF 0.04906979 +so antarctic 1000m year 0.049907405 diff --git a/eval/ERA5/KIOST-ESM.csv b/eval/ERA5/KIOST-ESM.csv index 193c4a3..111565c 100644 --- a/eval/ERA5/KIOST-ESM.csv +++ b/eval/ERA5/KIOST-ESM.csv @@ -3,967 +3,1209 @@ siconc Atlantic_Basin surface MAM 22.67500216035316 siconc Atlantic_Basin surface JJA 23.649978867335854 siconc Atlantic_Basin surface SON 30.801129520038565 siconc Atlantic_Basin surface DJF 23.723189684097825 +siconc Atlantic_Basin surface year 21.48515858142306 siconc Pacific_Basin surface MAM 22.680572185185877 siconc Pacific_Basin surface JJA 6.2123891186714175 siconc Pacific_Basin surface SON 6.3607727974404575 siconc Pacific_Basin surface DJF 18.314219198763745 +siconc Pacific_Basin surface year 8.389424610528879 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 5.106726399641234 siconc Arctic_Basin surface JJA 14.387448982045916 siconc Arctic_Basin surface SON 14.713621812438962 siconc Arctic_Basin surface DJF 5.927812810336983 +siconc Arctic_Basin surface year 9.423170804537614 siconc Southern_Ocean_Basin surface MAM 26.920478341538896 siconc Southern_Ocean_Basin surface JJA 23.712042309322037 siconc Southern_Ocean_Basin surface SON 19.208138108791495 siconc Southern_Ocean_Basin surface DJF 17.863512390722896 +siconc Southern_Ocean_Basin surface year 19.489558545372716 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 0.39923126220702443 siconc Asia surface JJA 37.27453643798828 siconc Asia surface SON 25.743932495117193 siconc Asia surface DJF 0.9528601074218699 +siconc Asia surface year 16.095140075683588 siconc North_America surface MAM 3.854516906738283 siconc North_America surface JJA 4.7342434692382795 siconc North_America surface SON 5.257844238281251 siconc North_America surface DJF 2.673546142578118 +siconc North_America surface year 4.125041503906246 siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 5.3982915846630934 siconc Antarctica surface JJA 24.299827597141267 siconc Antarctica surface SON 14.230933270454408 siconc Antarctica surface DJF 0.42988057717680933 +siconc Antarctica surface year 11.087233250141145 siconc glob surface MAM 17.13808801889845 siconc glob surface JJA 19.812449578536242 siconc glob surface SON 18.044056518174532 siconc glob surface DJF 13.711371453285468 +siconc glob surface year 15.57265549846624 siconc arctic surface MAM 8.363753007186649 siconc arctic surface JJA 15.775663799501997 siconc arctic surface SON 17.00882766924823 siconc arctic surface DJF 9.423119115300077 +siconc arctic surface year 12.045732443256124 siconc northmid surface MAM 17.66332058445413 siconc northmid surface JJA 9.514778491648217 siconc northmid surface SON 3.598058335460693 siconc northmid surface DJF 14.093482317494415 +siconc northmid surface year 7.831713246825917 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.003518216558289 siconc southmid surface JJA 13.379888028073903 siconc southmid surface SON 17.15128048799477 siconc southmid surface DJF 6.2512078983987 +siconc southmid surface year 10.26261973159872 siconc antarctic surface MAM 28.754384408465317 siconc antarctic surface JJA 25.424991031970873 siconc antarctic surface SON 18.42864155523526 siconc antarctic surface DJF 19.739870305231683 +siconc antarctic surface year 22.252077719602227 tas Atlantic_Basin surface MAM 1.4182492 tas Atlantic_Basin surface JJA 1.9369159 tas Atlantic_Basin surface SON 2.19468 tas Atlantic_Basin surface DJF 1.4457088 +tas Atlantic_Basin surface year 1.7007083 tas Pacific_Basin surface MAM 1.2847612 tas Pacific_Basin surface JJA 1.818996 tas Pacific_Basin surface SON 1.8199424 tas Pacific_Basin surface DJF 1.3985839 +tas Pacific_Basin surface year 1.5115545 tas Indian_Basin surface MAM 0.4212602 tas Indian_Basin surface JJA 0.49888098 tas Indian_Basin surface SON 0.44034263 tas Indian_Basin surface DJF 0.43574187 +tas Indian_Basin surface year 0.30194157 tas Arctic_Basin surface MAM 3.6027124 tas Arctic_Basin surface JJA 2.4607937 tas Arctic_Basin surface SON 6.657951 tas Arctic_Basin surface DJF 4.5830636 +tas Arctic_Basin surface year 4.2175026 tas Southern_Ocean_Basin surface MAM 2.087925 tas Southern_Ocean_Basin surface JJA 2.4784057 tas Southern_Ocean_Basin surface SON 1.679818 tas Southern_Ocean_Basin surface DJF 1.1718657 +tas Southern_Ocean_Basin surface year 1.8101863 tas Mediterranean_Basin surface MAM 1.4393651 tas Mediterranean_Basin surface JJA 2.2653973 tas Mediterranean_Basin surface SON 3.7883492 tas Mediterranean_Basin surface DJF 2.1502607 +tas Mediterranean_Basin surface year 2.3802986 tas Asia surface MAM 4.156457 tas Asia surface JJA 5.4931893 tas Asia surface SON 3.2185245 tas Asia surface DJF 2.0639107 +tas Asia surface year 3.251474 tas North_America surface MAM 2.4487386 tas North_America surface JJA 4.793003 tas North_America surface SON 2.6189957 tas North_America surface DJF 3.201612 +tas North_America surface year 2.0745604 tas Europe surface MAM 3.4755225 tas Europe surface JJA 5.4965167 tas Europe surface SON 2.6991503 tas Europe surface DJF 1.2257459 +tas Europe surface year 2.8187013 tas Africa surface MAM 1.1889144 tas Africa surface JJA 1.7724118 tas Africa surface SON 1.5696871 tas Africa surface DJF 1.2291145 +tas Africa surface year 1.1551363 tas South_America surface MAM 1.5654284 tas South_America surface JJA 2.3543906 tas South_America surface SON 2.5143762 tas South_America surface DJF 1.864395 +tas South_America surface year 1.8124521 tas Oceania surface MAM 2.5054739 tas Oceania surface JJA 3.7905717 tas Oceania surface SON 2.4070878 tas Oceania surface DJF 2.0608354 +tas Oceania surface year 2.5345652 tas Australia surface MAM 1.0683631 tas Australia surface JJA 1.0056508 tas Australia surface SON 2.4919028 tas Australia surface DJF 1.3148227 +tas Australia surface year 1.0190355 tas Antarctica surface MAM 3.8657591 tas Antarctica surface JJA 3.6102905 tas Antarctica surface SON 2.809993 tas Antarctica surface DJF 2.7668118 +tas Antarctica surface year 3.2041228 tas glob surface MAM 2.1805835 tas glob surface JJA 2.6371922 tas glob surface SON 2.4416761 tas glob surface DJF 1.8576565 +tas glob surface year 2.0918183 tas arctic surface MAM 3.4526515 tas arctic surface JJA 3.7551327 tas arctic surface SON 5.1260495 tas arctic surface DJF 3.620187 +tas arctic surface year 3.608534 tas northmid surface MAM 2.9360127 tas northmid surface JJA 4.6729436 tas northmid surface SON 3.5375693 tas northmid surface DJF 2.3392372 +tas northmid surface year 3.033082 tas tropics surface MAM 0.9668494 tas tropics surface JJA 1.1115547 tas tropics surface SON 1.1383741 tas tropics surface DJF 1.0033007 +tas tropics surface year 0.907647 tas innertropics surface MAM 0.79529774 tas innertropics surface JJA 0.8831262 tas innertropics surface SON 0.9230613 tas innertropics surface DJF 0.8566855 +tas innertropics surface year 0.721536 tas nino34 surface MAM 0.59852576 tas nino34 surface JJA 0.3884496 tas nino34 surface SON 0.20805053 tas nino34 surface DJF 0.68443656 +tas nino34 surface year 0.22096965 tas southmid surface MAM 0.81747705 tas southmid surface JJA 1.0306717 tas southmid surface SON 1.021111 tas southmid surface DJF 0.874916 +tas southmid surface year 0.8916796 tas antarctic surface MAM 4.029053 tas antarctic surface JJA 4.0762024 tas antarctic surface SON 2.7897928 tas antarctic surface DJF 2.4027386 +tas antarctic surface year 3.2517877 clt Atlantic_Basin surface MAM 12.5437765 clt Atlantic_Basin surface JJA 15.019775 clt Atlantic_Basin surface SON 10.658123 clt Atlantic_Basin surface DJF 12.074566 +clt Atlantic_Basin surface year 11.054007 clt Pacific_Basin surface MAM 13.196211 clt Pacific_Basin surface JJA 13.461831 clt Pacific_Basin surface SON 12.055918 clt Pacific_Basin surface DJF 12.361768 +clt Pacific_Basin surface year 10.685369 clt Indian_Basin surface MAM 16.236403 clt Indian_Basin surface JJA 22.971176 clt Indian_Basin surface SON 17.78117 clt Indian_Basin surface DJF 13.932604 +clt Indian_Basin surface year 16.219704 clt Arctic_Basin surface MAM 27.884378 clt Arctic_Basin surface JJA 14.869272 clt Arctic_Basin surface SON 21.756008 clt Arctic_Basin surface DJF 28.761288 +clt Arctic_Basin surface year 23.303867 clt Southern_Ocean_Basin surface MAM 11.247335 clt Southern_Ocean_Basin surface JJA 12.179082 clt Southern_Ocean_Basin surface SON 8.993207 clt Southern_Ocean_Basin surface DJF 10.225702 +clt Southern_Ocean_Basin 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300hPa MAM 3.7939847 ua tropics 300hPa JJA 2.7174416 ua tropics 300hPa SON 3.4777067 ua tropics 300hPa DJF 3.6733902 +ua tropics 300hPa year 2.6444585 ua innertropics 300hPa MAM 5.0084777 ua innertropics 300hPa JJA 3.0303102 ua innertropics 300hPa SON 4.3578696 ua innertropics 300hPa DJF 3.9970868 +ua innertropics 300hPa year 3.5865376 ua nino34 300hPa MAM 5.3801026 ua nino34 300hPa JJA 6.322301 ua nino34 300hPa SON 9.53459 ua nino34 300hPa DJF 5.0961576 +ua nino34 300hPa year 6.5834684 ua southmid 300hPa MAM 1.7706094 ua southmid 300hPa JJA 2.6971998 ua southmid 300hPa SON 2.3458607 ua southmid 300hPa DJF 3.0155983 +ua southmid 300hPa year 1.9210486 ua antarctic 300hPa MAM 2.2409813 ua antarctic 300hPa JJA 2.7162912 ua antarctic 300hPa SON 2.8104775 ua antarctic 300hPa DJF 2.7136078 +ua antarctic 300hPa year 2.4671955 zg Atlantic_Basin 500hPa MAM 34.97703 zg Atlantic_Basin 500hPa JJA 27.90218 zg Atlantic_Basin 500hPa SON 30.156849 zg Atlantic_Basin 500hPa DJF 46.98598 +zg Atlantic_Basin 500hPa year 34.01699 zg Pacific_Basin 500hPa MAM 39.49487 zg Pacific_Basin 500hPa JJA 36.791393 zg Pacific_Basin 500hPa SON 35.655502 zg Pacific_Basin 500hPa DJF 59.674534 +zg Pacific_Basin 500hPa year 40.792385 zg Indian_Basin 500hPa MAM 39.16306 zg Indian_Basin 500hPa JJA 43.539787 zg Indian_Basin 500hPa SON 30.602705 zg Indian_Basin 500hPa DJF 39.01495 +zg Indian_Basin 500hPa year 37.844994 zg Arctic_Basin 500hPa MAM 27.753567 zg Arctic_Basin 500hPa JJA 28.014256 zg Arctic_Basin 500hPa SON 21.509922 zg Arctic_Basin 500hPa DJF 51.813747 +zg Arctic_Basin 500hPa year 16.748934 zg Southern_Ocean_Basin 500hPa MAM 36.22862 zg Southern_Ocean_Basin 500hPa JJA 64.37545 zg Southern_Ocean_Basin 500hPa SON 41.941456 zg Southern_Ocean_Basin 500hPa DJF 36.68152 +zg Southern_Ocean_Basin 500hPa year 33.869244 zg Mediterranean_Basin 500hPa MAM 52.116657 zg Mediterranean_Basin 500hPa JJA 39.10383 zg Mediterranean_Basin 500hPa SON 50.71541 zg Mediterranean_Basin 500hPa DJF 50.23901 +zg Mediterranean_Basin 500hPa year 48.043697 zg Asia 500hPa MAM 48.86023 zg Asia 500hPa JJA 24.79315 zg Asia 500hPa SON 37.265648 zg Asia 500hPa DJF 75.08439 +zg Asia 500hPa year 42.88501 zg North_America 500hPa MAM 37.570183 zg North_America 500hPa JJA 11.299009 zg North_America 500hPa SON 21.128914 zg North_America 500hPa DJF 48.667217 +zg North_America 500hPa year 26.62801 zg Europe 500hPa MAM 46.15443 zg Europe 500hPa JJA 31.077688 zg Europe 500hPa SON 30.068449 zg Europe 500hPa DJF 46.585228 +zg Europe 500hPa year 37.58756 zg Africa 500hPa MAM 37.640762 zg Africa 500hPa JJA 44.592857 zg Africa 500hPa SON 39.09 zg Africa 500hPa DJF 51.941917 +zg Africa 500hPa year 43.316383 zg South_America 500hPa MAM 38.781933 zg South_America 500hPa JJA 41.669075 zg South_America 500hPa SON 35.156075 zg South_America 500hPa DJF 36.62566 +zg South_America 500hPa year 38.058197 zg Oceania 500hPa MAM 33.281296 zg Oceania 500hPa JJA 39.163883 zg Oceania 500hPa SON 14.630682 zg Oceania 500hPa DJF 33.070004 +zg Oceania 500hPa year 27.797497 zg Australia 500hPa MAM 44.889893 zg Australia 500hPa JJA 34.71561 zg Australia 500hPa SON 17.846516 zg Australia 500hPa DJF 34.879795 +zg Australia 500hPa year 32.60444 zg Antarctica 500hPa MAM 85.087715 zg Antarctica 500hPa JJA 143.78702 zg Antarctica 500hPa SON 114.43332 zg Antarctica 500hPa DJF 25.287807 +zg Antarctica 500hPa year 85.79562 zg glob 500hPa MAM 41.99077 zg glob 500hPa JJA 47.83923 zg glob 500hPa SON 40.62032 zg glob 500hPa DJF 48.046604 +zg glob 500hPa year 39.622417 zg arctic 500hPa MAM 29.621664 zg arctic 500hPa JJA 19.754538 zg arctic 500hPa SON 20.400028 zg arctic 500hPa DJF 46.845882 +zg arctic 500hPa year 19.003473 zg northmid 500hPa MAM 44.995487 zg northmid 500hPa JJA 22.383924 zg northmid 500hPa SON 38.469093 zg northmid 500hPa DJF 82.180145 +zg northmid 500hPa year 43.143208 zg tropics 500hPa MAM 37.554295 zg tropics 500hPa JJA 39.723835 zg tropics 500hPa SON 34.286438 zg tropics 500hPa DJF 46.227406 +zg tropics 500hPa year 39.447998 zg innertropics 500hPa MAM 32.615257 zg innertropics 500hPa JJA 34.770657 zg innertropics 500hPa SON 30.547003 zg innertropics 500hPa DJF 42.772633 +zg innertropics 500hPa year 35.17639 zg nino34 500hPa MAM 30.930355 zg nino34 500hPa JJA 30.912333 zg nino34 500hPa SON 29.510283 zg nino34 500hPa DJF 41.8835 +zg nino34 500hPa year 33.309143 zg southmid 500hPa MAM 42.018646 zg southmid 500hPa JJA 61.590546 zg southmid 500hPa SON 36.0279 zg southmid 500hPa DJF 28.785234 +zg southmid 500hPa year 38.88227 zg antarctic 500hPa MAM 59.878265 zg antarctic 500hPa JJA 105.947266 zg antarctic 500hPa SON 81.83873 zg antarctic 500hPa DJF 37.121666 +zg antarctic 500hPa year 57.932076 tos Atlantic_Basin surface MAM 0.31234193 tos Atlantic_Basin surface JJA 0.20143455 tos Atlantic_Basin surface SON 0.23399219 tos Atlantic_Basin surface DJF 0.24416915 +tos Atlantic_Basin surface year 0.1872843 tos Pacific_Basin surface MAM 0.26361465 tos Pacific_Basin surface JJA 0.23401068 tos Pacific_Basin surface SON 0.22826794 tos Pacific_Basin surface DJF 0.19917537 +tos Pacific_Basin surface year 0.16716321 tos Indian_Basin surface MAM 0.14187817 tos Indian_Basin surface JJA 0.11050045 tos Indian_Basin surface SON 0.16653484 tos Indian_Basin surface DJF 0.128916 +tos Indian_Basin surface year 0.10122035 tos Arctic_Basin surface MAM 0.059345886 tos Arctic_Basin surface JJA 0.2534856 tos Arctic_Basin surface SON 0.2118103 tos Arctic_Basin surface DJF 0.06626693 +tos Arctic_Basin surface year 0.13546446 tos Southern_Ocean_Basin surface MAM 0.3580854 tos Southern_Ocean_Basin surface JJA 0.28375065 tos Southern_Ocean_Basin surface SON 0.36142227 tos Southern_Ocean_Basin surface DJF 0.39121786 +tos Southern_Ocean_Basin surface year 0.28817546 tos Mediterranean_Basin surface MAM 0.08780991 tos Mediterranean_Basin surface JJA 0.100667685 tos Mediterranean_Basin surface SON 0.19451623 tos Mediterranean_Basin surface DJF 0.1084614 +tos Mediterranean_Basin surface year 0.075702146 tos Asia surface MAM 0.21229872 tos Asia surface JJA 0.22359201 tos Asia surface SON 0.18608546 tos Asia surface DJF 0.23543677 +tos Asia surface year 0.20579402 tos North_America surface MAM 0.2909076 tos North_America surface JJA 0.2407411 tos North_America surface SON 0.1977983 tos North_America surface DJF 0.18490566 +tos North_America surface year 0.14699496 tos Europe surface MAM 0.70432585 tos Europe surface JJA 0.20465994 tos Europe surface SON 0.2273985 tos Europe surface DJF 0.34487715 +tos Europe surface year 0.31941202 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM nan tos South_America surface JJA nan tos South_America surface SON nan tos South_America surface DJF nan +tos South_America surface year nan tos Oceania surface MAM 0.20773391 tos Oceania surface JJA 0.2804982 tos Oceania surface SON 0.3510294 tos Oceania surface DJF 0.32731807 +tos Oceania surface year 0.20463388 tos Australia surface MAM nan tos Australia surface JJA nan tos Australia surface SON nan tos Australia surface DJF nan +tos Australia surface year nan tos Antarctica surface MAM nan tos Antarctica surface JJA nan tos Antarctica surface SON nan tos Antarctica surface DJF nan +tos Antarctica surface year nan tos glob surface MAM 0.26410237 tos glob surface JJA 0.23250903 tos glob surface SON 0.2588784 tos glob surface DJF 0.23975514 +tos glob surface year 0.19514376 tos arctic surface MAM 0.10142451 tos arctic surface JJA 0.27737105 tos arctic surface SON 0.2587401 tos arctic surface DJF 0.09800259 +tos arctic surface year 0.16091421 tos northmid surface MAM 0.53762084 tos northmid surface JJA 0.42851955 tos northmid surface SON 0.21455483 tos northmid surface DJF 0.37305403 +tos northmid surface year 0.24613197 tos tropics surface MAM 0.17076655 tos tropics surface JJA 0.14834556 tos tropics surface SON 0.19935259 tos tropics surface DJF 0.16070616 +tos tropics surface year 0.14267209 tos innertropics surface MAM 0.13709916 tos innertropics surface JJA 0.14826448 tos innertropics surface SON 0.17795064 tos innertropics surface DJF 0.17023002 +tos innertropics surface year 0.1338 tos nino34 surface MAM 0.161058 tos nino34 surface JJA 0.4254285 tos nino34 surface SON 0.30237827 tos nino34 surface DJF 0.27005705 +tos nino34 surface year 0.18003677 tos southmid surface MAM 0.29783648 tos southmid surface JJA 0.24516407 tos southmid surface SON 0.35816646 tos southmid surface DJF 0.20907122 +tos southmid surface year 0.23044333 tos antarctic surface MAM 0.45546696 tos antarctic surface JJA 0.2353757 tos antarctic surface SON 0.25139084 tos antarctic surface DJF 0.6703618 +tos antarctic surface year 0.28821525 thetao Atlantic_Basin 10m MAM nan thetao Atlantic_Basin 10m JJA nan thetao Atlantic_Basin 10m SON nan thetao Atlantic_Basin 10m DJF nan +thetao Atlantic_Basin 10m year nan thetao Atlantic_Basin 100m MAM 1.2584159 thetao Atlantic_Basin 100m JJA 1.2410766 thetao Atlantic_Basin 100m SON 1.2804077 thetao Atlantic_Basin 100m DJF 1.1996502 +thetao Atlantic_Basin 100m year 1.1876696 thetao Atlantic_Basin 1000m MAM 1.5368761 thetao Atlantic_Basin 1000m JJA 1.5430228 thetao Atlantic_Basin 1000m SON 1.5476613 thetao Atlantic_Basin 1000m DJF 1.5275198 +thetao Atlantic_Basin 1000m year 1.5386143 thetao Pacific_Basin 10m MAM nan thetao Pacific_Basin 10m JJA nan thetao Pacific_Basin 10m SON nan thetao Pacific_Basin 10m DJF nan +thetao Pacific_Basin 10m year nan thetao Pacific_Basin 100m MAM 1.1826485 thetao Pacific_Basin 100m JJA 1.2840806 thetao Pacific_Basin 100m SON 1.3764616 thetao Pacific_Basin 100m DJF 1.3153723 +thetao Pacific_Basin 100m year 1.25226 thetao Pacific_Basin 1000m MAM 1.3254485 thetao Pacific_Basin 1000m JJA 1.3321629 thetao Pacific_Basin 1000m SON 1.3277869 thetao Pacific_Basin 1000m DJF 1.3249415 +thetao Pacific_Basin 1000m year 1.327578 thetao Indian_Basin 10m MAM nan thetao Indian_Basin 10m JJA nan thetao Indian_Basin 10m SON nan thetao Indian_Basin 10m DJF nan +thetao Indian_Basin 10m year nan thetao Indian_Basin 100m MAM 1.6655997 thetao Indian_Basin 100m JJA 1.7187896 thetao Indian_Basin 100m SON 1.8747712 thetao Indian_Basin 100m DJF 1.9296966 +thetao Indian_Basin 100m year 1.7567064 thetao Indian_Basin 1000m MAM 1.0953265 thetao Indian_Basin 1000m JJA 1.0972778 thetao Indian_Basin 1000m SON 1.0886508 thetao Indian_Basin 1000m DJF 1.0753573 +thetao Indian_Basin 1000m year 1.0884396 thetao Arctic_Basin 10m MAM nan thetao Arctic_Basin 10m JJA nan thetao Arctic_Basin 10m SON nan thetao Arctic_Basin 10m DJF nan +thetao Arctic_Basin 10m year nan thetao Arctic_Basin 100m MAM 0.4353848 thetao Arctic_Basin 100m JJA 0.46164343 thetao Arctic_Basin 100m SON 0.44735622 thetao Arctic_Basin 100m DJF 0.466545 +thetao Arctic_Basin 100m year 0.44424838 thetao Arctic_Basin 1000m MAM 0.76494884 thetao Arctic_Basin 1000m JJA 0.78182846 thetao Arctic_Basin 1000m SON 0.77427715 thetao Arctic_Basin 1000m DJF 0.7599899 +thetao Arctic_Basin 1000m year 0.770261 thetao Southern_Ocean_Basin 10m MAM nan thetao Southern_Ocean_Basin 10m JJA nan thetao Southern_Ocean_Basin 10m SON nan thetao Southern_Ocean_Basin 10m DJF nan +thetao Southern_Ocean_Basin 10m year nan thetao Southern_Ocean_Basin 100m MAM 1.2183644 thetao Southern_Ocean_Basin 100m JJA 1.3336635 thetao Southern_Ocean_Basin 100m SON 1.4648025 thetao Southern_Ocean_Basin 100m DJF 1.3302422 +thetao Southern_Ocean_Basin 100m year 1.3118287 thetao Southern_Ocean_Basin 1000m MAM 1.0721554 thetao Southern_Ocean_Basin 1000m JJA 1.0816021 thetao Southern_Ocean_Basin 1000m SON 1.07451 thetao Southern_Ocean_Basin 1000m DJF 1.0655291 +thetao Southern_Ocean_Basin 1000m year 1.0730219 thetao Mediterranean_Basin 10m MAM nan thetao Mediterranean_Basin 10m JJA nan thetao Mediterranean_Basin 10m SON nan thetao Mediterranean_Basin 10m DJF nan +thetao Mediterranean_Basin 10m year nan thetao Mediterranean_Basin 100m MAM 0.33715206 thetao Mediterranean_Basin 100m JJA 0.2846529 thetao Mediterranean_Basin 100m SON 0.3373474 thetao Mediterranean_Basin 100m DJF 0.2557483 +thetao Mediterranean_Basin 100m year 0.29034716 thetao Mediterranean_Basin 1000m MAM 1.2767626 thetao Mediterranean_Basin 1000m JJA 1.275721 thetao Mediterranean_Basin 1000m SON 1.2781587 thetao Mediterranean_Basin 1000m DJF 1.2782032 +thetao Mediterranean_Basin 1000m year 1.2772095 thetao Asia 10m MAM nan thetao Asia 10m JJA nan thetao Asia 10m SON nan thetao Asia 10m DJF nan +thetao Asia 10m year nan thetao Asia 100m MAM 1.9527489 thetao Asia 100m JJA 2.3809311 thetao Asia 100m SON 2.4118915 thetao Asia 100m DJF 2.038076 +thetao Asia 100m year 2.144103 thetao Asia 1000m MAM 0.42670107 thetao Asia 1000m JJA 0.4250416 thetao Asia 1000m SON 0.49292755 thetao Asia 1000m DJF 0.5603106 +thetao Asia 1000m year 0.47624516 thetao North_America 10m MAM nan thetao North_America 10m JJA nan thetao North_America 10m SON nan thetao North_America 10m DJF nan +thetao North_America 10m year nan thetao North_America 100m MAM 1.2661083 thetao North_America 100m JJA 0.9579946 thetao North_America 100m SON 0.85198593 thetao North_America 100m DJF 0.78935176 +thetao North_America 100m year 0.9342407 thetao North_America 1000m MAM 1.3632641 thetao North_America 1000m JJA 1.3528318 thetao North_America 1000m SON 1.325305 thetao North_America 1000m DJF 1.300684 +thetao North_America 1000m year 1.3355289 thetao Europe 10m MAM nan thetao Europe 10m JJA nan thetao Europe 10m SON nan thetao Europe 10m DJF nan +thetao Europe 10m year nan thetao Europe 100m MAM 1.0478501 thetao Europe 100m JJA 0.84317756 thetao Europe 100m SON 0.7738583 thetao Europe 100m DJF 1.2177931 +thetao Europe 100m year 0.9547224 thetao Europe 1000m MAM 0.7987447 thetao Europe 1000m JJA 0.7986736 thetao Europe 1000m SON 0.80986786 thetao Europe 1000m DJF 0.79294586 +thetao Europe 1000m year 0.8000579 thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM 3.7945328 thetao Africa 100m JJA 3.8086815 thetao Africa 100m SON 3.3341198 thetao Africa 100m DJF 3.697485 +thetao Africa 100m year 3.658701 thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM nan thetao South_America 10m JJA nan thetao South_America 10m SON nan thetao South_America 10m DJF nan +thetao South_America 10m year nan thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM 0.8252494 thetao Oceania 100m JJA 0.7714386 thetao Oceania 100m SON 0.7035182 thetao Oceania 100m DJF 0.8007863 +thetao Oceania 100m year 0.7752476 thetao Oceania 1000m MAM 1.9087951 thetao Oceania 1000m JJA 1.9212289 thetao Oceania 1000m SON 1.8997219 thetao Oceania 1000m DJF 1.8526721 +thetao Oceania 1000m year 1.8955932 thetao Australia 10m MAM nan thetao Australia 10m JJA nan thetao Australia 10m SON nan thetao Australia 10m DJF nan +thetao Australia 10m year nan thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM nan thetao Antarctica 10m JJA nan thetao Antarctica 10m SON nan thetao Antarctica 10m DJF nan +thetao Antarctica 10m year nan thetao Antarctica 100m MAM nan thetao Antarctica 100m JJA nan thetao Antarctica 100m SON nan thetao Antarctica 100m DJF nan +thetao Antarctica 100m year nan thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM nan thetao glob 10m JJA nan thetao glob 10m SON nan thetao glob 10m DJF nan +thetao glob 10m year nan thetao glob 100m MAM 1.1770533 thetao glob 100m JJA 1.2472078 thetao glob 100m SON 1.3365943 thetao glob 100m DJF 1.2714438 +thetao glob 100m year 1.2237239 thetao glob 1000m MAM 1.2108593 thetao glob 1000m JJA 1.2185715 thetao glob 1000m SON 1.2141742 thetao glob 1000m DJF 1.2047036 +thetao glob 1000m year 1.2118458 thetao arctic 10m MAM nan thetao arctic 10m JJA nan thetao arctic 10m SON nan thetao arctic 10m DJF nan +thetao arctic 10m year nan thetao arctic 100m MAM 0.57933855 thetao arctic 100m JJA 0.5572987 thetao arctic 100m SON 0.5551578 thetao arctic 100m DJF 0.54982746 +thetao arctic 100m year 0.5300702 thetao arctic 1000m MAM 1.011349 thetao arctic 1000m JJA 1.0268008 thetao arctic 1000m SON 1.0220132 thetao arctic 1000m DJF 1.0085611 +thetao arctic 1000m year 1.0171388 thetao northmid 10m MAM nan thetao northmid 10m JJA nan thetao northmid 10m SON nan thetao northmid 10m DJF nan +thetao northmid 10m year nan thetao northmid 100m MAM 1.2864144 thetao northmid 100m JJA 1.3909992 thetao northmid 100m SON 1.507716 thetao northmid 100m DJF 1.375503 +thetao northmid 100m year 1.3654705 thetao northmid 1000m MAM 0.90899533 thetao northmid 1000m JJA 0.9149374 thetao northmid 1000m SON 0.9133461 thetao northmid 1000m DJF 0.9069392 +thetao northmid 1000m year 0.91086465 thetao tropics 10m MAM nan thetao tropics 10m JJA nan thetao tropics 10m SON nan thetao tropics 10m DJF nan +thetao tropics 10m year nan thetao tropics 100m MAM 1.4052509 thetao tropics 100m JJA 1.4963115 thetao tropics 100m SON 1.5821266 thetao tropics 100m DJF 1.5558378 +thetao tropics 100m year 1.4628788 thetao tropics 1000m MAM 1.2808601 thetao tropics 1000m JJA 1.2872996 thetao tropics 1000m SON 1.2798153 thetao tropics 1000m DJF 1.274017 +thetao tropics 1000m year 1.2802999 thetao innertropics 10m MAM nan thetao innertropics 10m JJA nan thetao innertropics 10m SON nan thetao innertropics 10m DJF nan +thetao innertropics 10m year nan thetao innertropics 100m MAM 1.8653703 thetao innertropics 100m JJA 2.0097513 thetao innertropics 100m SON 2.1827192 thetao innertropics 100m DJF 2.1453605 +thetao innertropics 100m year 1.9987544 thetao innertropics 1000m MAM 1.1657623 thetao innertropics 1000m JJA 1.1705067 thetao innertropics 1000m SON 1.1662574 thetao innertropics 1000m DJF 1.1617607 +thetao innertropics 1000m year 1.1659291 thetao nino34 10m MAM nan thetao nino34 10m JJA nan thetao nino34 10m SON nan thetao nino34 10m DJF nan +thetao nino34 10m year nan thetao nino34 100m MAM 1.835343 thetao nino34 100m JJA 2.2207103 thetao nino34 100m SON 3.4761314 thetao nino34 100m DJF 2.9650323 +thetao nino34 100m year 2.4982839 thetao nino34 1000m MAM 1.2095119 thetao nino34 1000m JJA 1.1776217 thetao nino34 1000m SON 1.2144321 thetao nino34 1000m DJF 1.1938258 +thetao nino34 1000m year 1.1988474 thetao southmid 10m MAM nan thetao southmid 10m JJA nan thetao southmid 10m SON nan thetao southmid 10m DJF nan +thetao southmid 10m year nan thetao southmid 100m MAM 1.1368854 thetao southmid 100m JJA 1.1255451 thetao southmid 100m SON 1.2212282 thetao southmid 100m DJF 1.1623509 +thetao southmid 100m year 1.1323098 thetao southmid 1000m MAM 1.549368 thetao southmid 1000m JJA 1.5544995 thetao southmid 1000m SON 1.5500654 thetao southmid 1000m DJF 1.5363556 +thetao southmid 1000m year 1.5473391 thetao antarctic 10m MAM nan thetao antarctic 10m JJA nan thetao antarctic 10m SON nan thetao antarctic 10m DJF nan +thetao antarctic 10m year nan thetao antarctic 100m MAM 1.1095545 thetao antarctic 100m JJA 1.3760699 thetao antarctic 100m SON 1.5245038 thetao antarctic 100m DJF 1.319781 +thetao antarctic 100m year 1.3201519 thetao antarctic 1000m MAM 0.478297 thetao antarctic 1000m JJA 0.49171418 thetao antarctic 1000m SON 0.5018398 thetao antarctic 1000m DJF 0.48854053 +thetao antarctic 1000m year 0.4894505 so Atlantic_Basin 10m MAM nan so Atlantic_Basin 10m JJA nan so Atlantic_Basin 10m SON nan so Atlantic_Basin 10m DJF nan +so Atlantic_Basin 10m year nan so Atlantic_Basin 100m MAM 0.36547208 so Atlantic_Basin 100m JJA 0.36890337 so Atlantic_Basin 100m SON 0.36490902 so Atlantic_Basin 100m DJF 0.3688819 +so Atlantic_Basin 100m year 0.36588383 so Atlantic_Basin 1000m MAM 0.08150033 so Atlantic_Basin 1000m JJA 0.08204782 so Atlantic_Basin 1000m SON 0.08276854 so Atlantic_Basin 1000m DJF 0.08308915 +so Atlantic_Basin 1000m year 0.082131036 so Pacific_Basin 10m MAM nan so Pacific_Basin 10m JJA nan so Pacific_Basin 10m SON nan so Pacific_Basin 10m DJF nan +so Pacific_Basin 10m year nan so Pacific_Basin 100m MAM 0.2091083 so Pacific_Basin 100m JJA 0.20273034 so Pacific_Basin 100m SON 0.19402394 so Pacific_Basin 100m DJF 0.20219415 +so Pacific_Basin 100m year 0.19950035 so Pacific_Basin 1000m MAM 0.22982785 so Pacific_Basin 1000m JJA 0.22985736 so Pacific_Basin 1000m SON 0.23024917 so Pacific_Basin 1000m DJF 0.23011383 +so Pacific_Basin 1000m year 0.2299948 so Indian_Basin 10m MAM nan so Indian_Basin 10m JJA nan so Indian_Basin 10m SON nan so Indian_Basin 10m DJF nan +so Indian_Basin 10m year nan so Indian_Basin 100m MAM 0.123553894 so Indian_Basin 100m JJA 0.12869029 so Indian_Basin 100m SON 0.12976319 so Indian_Basin 100m DJF 0.12635724 +so Indian_Basin 100m year 0.1203817 so Indian_Basin 1000m MAM 0.28228605 so Indian_Basin 1000m JJA 0.28336436 so Indian_Basin 1000m SON 0.2823306 so Indian_Basin 1000m DJF 0.28226054 +so Indian_Basin 1000m year 0.28240544 so Arctic_Basin 10m MAM nan so Arctic_Basin 10m JJA nan so Arctic_Basin 10m SON nan so Arctic_Basin 10m DJF nan +so Arctic_Basin 10m year nan so Arctic_Basin 100m MAM 1.6975352 so Arctic_Basin 100m JJA 1.7073855 so Arctic_Basin 100m SON 1.7677537 so Arctic_Basin 100m DJF 1.7010732 +so Arctic_Basin 100m year 1.718437 so Arctic_Basin 1000m MAM 0.40348613 so Arctic_Basin 1000m JJA 0.39789346 so Arctic_Basin 1000m SON 0.39757696 so Arctic_Basin 1000m DJF 0.40685722 +so Arctic_Basin 1000m year 0.40145347 so Southern_Ocean_Basin 10m MAM nan so Southern_Ocean_Basin 10m JJA nan so Southern_Ocean_Basin 10m SON nan so Southern_Ocean_Basin 10m DJF nan +so Southern_Ocean_Basin 10m year nan so Southern_Ocean_Basin 100m MAM 0.18122168 so Southern_Ocean_Basin 100m JJA 0.18335155 so Southern_Ocean_Basin 100m SON 0.1777138 so Southern_Ocean_Basin 100m DJF 0.17565912 +so Southern_Ocean_Basin 100m year 0.17787737 so Southern_Ocean_Basin 1000m MAM 0.26116714 so Southern_Ocean_Basin 1000m JJA 0.26044023 so Southern_Ocean_Basin 1000m SON 0.26082337 so Southern_Ocean_Basin 1000m DJF 0.26006705 +so Southern_Ocean_Basin 1000m year 0.26058626 so Mediterranean_Basin 10m MAM nan so Mediterranean_Basin 10m JJA nan so Mediterranean_Basin 10m SON nan so Mediterranean_Basin 10m DJF nan +so Mediterranean_Basin 10m year nan so Mediterranean_Basin 100m MAM 0.1471692 so Mediterranean_Basin 100m JJA 0.14991324 so Mediterranean_Basin 100m SON 0.14329293 so Mediterranean_Basin 100m DJF 0.13693455 +so Mediterranean_Basin 100m year 0.14048603 so Mediterranean_Basin 1000m MAM 0.25784683 so Mediterranean_Basin 1000m JJA 0.2496516 so Mediterranean_Basin 1000m SON 0.25642827 so Mediterranean_Basin 1000m DJF 0.2653951 +so Mediterranean_Basin 1000m year 0.25733107 so Asia 10m MAM nan so Asia 10m JJA nan so Asia 10m SON nan so Asia 10m DJF nan +so Asia 10m year nan so Asia 100m MAM 14.148419 so Asia 100m JJA 14.153091 so Asia 100m SON 14.117709 so Asia 100m DJF 14.15317 +so Asia 100m year 14.143097 so Asia 1000m MAM 0.4067154 so Asia 1000m JJA 0.41342416 so Asia 1000m SON 0.4096476 so Asia 1000m DJF 0.40027747 +so Asia 1000m year 0.4075152 so North_America 10m MAM nan so North_America 10m JJA nan so North_America 10m SON nan so North_America 10m DJF nan +so North_America 10m year nan so North_America 100m MAM 0.89983636 so North_America 100m JJA 0.85465735 so North_America 100m SON 0.8306776 so North_America 100m DJF 0.88311243 +so North_America 100m year 0.8670707 so North_America 1000m MAM 0.18747711 so North_America 1000m JJA 0.19199371 so North_America 1000m SON 0.18379593 so North_America 1000m DJF 0.18641281 +so North_America 1000m year 0.18741989 so Europe 10m MAM nan so Europe 10m JJA nan so Europe 10m SON nan so Europe 10m DJF nan +so Europe 10m year nan so Europe 100m MAM 0.43400908 so Europe 100m JJA 0.4263358 so Europe 100m SON 0.40863085 so Europe 100m DJF 0.44522524 +so Europe 100m year 0.42825222 so Europe 1000m MAM 0.081171036 so Europe 1000m JJA 0.0773468 so Europe 1000m SON 0.082393646 so Europe 1000m DJF 0.09008598 +so Europe 1000m year 0.08275032 so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM 0.08470917 so Africa 100m JJA 0.04027748 so Africa 100m SON 0.05366707 so Africa 100m DJF 0.07657242 +so Africa 100m year 0.063806534 so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM nan so South_America 10m JJA nan so South_America 10m SON nan so South_America 10m DJF nan +so South_America 10m year nan so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM 0.18828456 so Oceania 100m JJA 0.16259639 so Oceania 100m SON 0.17788441 so Oceania 100m DJF 0.19233958 +so Oceania 100m year 0.17275238 so Oceania 1000m MAM 0.10639763 so Oceania 1000m JJA 0.10390663 so Oceania 1000m SON 0.108881 so Oceania 1000m DJF 0.10961342 +so Oceania 1000m year 0.107198715 so Australia 10m MAM nan so Australia 10m JJA nan so Australia 10m SON nan so Australia 10m DJF nan +so Australia 10m year nan so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM nan so Antarctica 10m JJA nan so Antarctica 10m SON nan so Antarctica 10m DJF nan +so Antarctica 10m year nan so Antarctica 100m MAM nan so Antarctica 100m JJA nan so Antarctica 100m SON nan so Antarctica 100m DJF nan +so Antarctica 100m year nan so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM nan so glob 10m JJA nan so glob 10m SON nan so glob 10m DJF nan +so glob 10m year nan so glob 100m MAM 0.38546976 so glob 100m JJA 0.38596773 so glob 100m SON 0.3869616 so glob 100m DJF 0.3827083 +so glob 100m year 0.38310438 so glob 1000m MAM 0.23890159 so glob 1000m JJA 0.23840491 so glob 1000m SON 0.2386716 so glob 1000m DJF 0.23923714 +so glob 1000m year 0.23873398 so arctic 10m MAM nan so arctic 10m JJA nan so arctic 10m SON nan so arctic 10m DJF nan +so arctic 10m year nan so arctic 100m MAM 1.4716719 so arctic 100m JJA 1.4740665 so arctic 100m SON 1.5224286 so arctic 100m DJF 1.475447 +so arctic 100m year 1.4857136 so arctic 1000m MAM 0.37941486 so arctic 1000m JJA 0.37477103 so arctic 1000m SON 0.37442997 so arctic 1000m DJF 0.382474 +so arctic 1000m year 0.37775972 so northmid 10m MAM nan so northmid 10m JJA nan so northmid 10m SON nan so northmid 10m DJF nan +so northmid 10m year nan so northmid 100m MAM 0.45010072 so northmid 100m JJA 0.4507266 so northmid 100m SON 0.4409029 so northmid 100m DJF 0.4484181 +so northmid 100m year 0.4460328 so northmid 1000m MAM 0.34749296 so northmid 1000m JJA 0.3471539 so northmid 1000m SON 0.34691522 so northmid 1000m DJF 0.3472506 +so northmid 1000m year 0.34719932 so tropics 10m MAM nan so tropics 10m JJA nan so tropics 10m SON nan so tropics 10m DJF nan +so tropics 10m year nan so tropics 100m MAM 0.20534903 so tropics 100m JJA 0.20414294 so tropics 100m SON 0.20110756 so tropics 100m DJF 0.20385803 +so tropics 100m year 0.20003194 so tropics 1000m MAM 0.20125228 so tropics 1000m JJA 0.20177217 so tropics 1000m SON 0.20191643 so tropics 1000m DJF 0.20206344 +so tropics 1000m year 0.20169133 so innertropics 10m MAM nan so innertropics 10m JJA nan so innertropics 10m SON nan so innertropics 10m DJF nan +so innertropics 10m year nan so innertropics 100m MAM 0.18461175 so innertropics 100m JJA 0.17690672 so innertropics 100m SON 0.17770842 so innertropics 100m DJF 0.18032879 +so innertropics 100m year 0.17541565 so innertropics 1000m MAM 0.23507689 so innertropics 1000m JJA 0.23584442 so innertropics 1000m SON 0.23553163 so innertropics 1000m DJF 0.23563394 +so innertropics 1000m year 0.23546107 so nino34 10m MAM nan so nino34 10m JJA nan so nino34 10m SON nan so nino34 10m DJF nan +so nino34 10m year nan so nino34 100m MAM 0.051002406 so nino34 100m JJA 0.079499274 so nino34 100m SON 0.10037289 so nino34 100m DJF 0.072123684 +so nino34 100m year 0.066988975 so nino34 1000m MAM 0.22921963 so nino34 1000m JJA 0.23075104 so nino34 1000m SON 0.2279708 so nino34 1000m DJF 0.22918037 +so nino34 1000m year 0.2292806 so southmid 10m MAM nan so southmid 10m JJA nan so southmid 10m SON nan so southmid 10m DJF nan +so southmid 10m year nan so southmid 100m MAM 0.18598218 so southmid 100m JJA 0.1843756 so southmid 100m SON 0.17409049 so southmid 100m DJF 0.17644855 +so southmid 100m year 0.17839302 so southmid 1000m MAM 0.1543019 so southmid 1000m JJA 0.15334818 so southmid 1000m SON 0.1547218 so southmid 1000m DJF 0.15401582 +so southmid 1000m year 0.15394287 so antarctic 10m MAM nan so antarctic 10m JJA nan so antarctic 10m SON nan so antarctic 10m DJF nan +so antarctic 10m year nan so antarctic 100m MAM 0.14653349 so antarctic 100m JJA 0.1506406 so antarctic 100m SON 0.15518543 so antarctic 100m DJF 0.14490506 +so antarctic 100m year 0.14783446 so antarctic 1000m MAM 0.39981547 so antarctic 1000m JJA 0.39982766 so antarctic 1000m SON 0.39867845 so antarctic 1000m DJF 0.39740252 +so antarctic 1000m year 0.3989309 diff --git a/eval/ERA5/MIROC6.csv b/eval/ERA5/MIROC6.csv index 42cc94f..fd5d82d 100644 --- a/eval/ERA5/MIROC6.csv +++ b/eval/ERA5/MIROC6.csv @@ -3,967 +3,1209 @@ siconc Atlantic_Basin surface MAM 7.279986016225366 siconc Atlantic_Basin surface JJA 13.536752967467907 siconc Atlantic_Basin surface SON 10.75566288700327 siconc Atlantic_Basin surface DJF 10.715994724098557 +siconc Atlantic_Basin surface year 8.817248788057995 siconc Pacific_Basin surface MAM 16.8263353229189 siconc Pacific_Basin surface JJA 1.8569286334047626 siconc Pacific_Basin surface SON 7.429583339879217 siconc Pacific_Basin surface DJF 19.77817930609581 +siconc Pacific_Basin surface year 14.561454510034151 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 1.7201047353845764 siconc Arctic_Basin surface JJA 6.721840025592775 siconc Arctic_Basin surface SON 4.328074902613697 siconc Arctic_Basin surface DJF 2.8759188831049993 +siconc Arctic_Basin surface year 2.747444606372484 siconc Southern_Ocean_Basin surface MAM 41.488397001792016 siconc Southern_Ocean_Basin surface JJA 51.14879676823566 siconc Southern_Ocean_Basin surface SON 52.085254602985614 siconc Southern_Ocean_Basin surface DJF 31.864090918369275 +siconc Southern_Ocean_Basin surface year 39.603353905166045 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 1.677169494628913 siconc Asia surface JJA 10.570701293945312 siconc Asia surface SON 18.929846038818354 siconc Asia surface DJF 0.19104980468749488 +siconc Asia surface year 7.744169616699224 siconc North_America surface MAM nan siconc North_America surface JJA nan siconc North_America surface SON nan siconc North_America surface DJF nan +siconc North_America surface year nan siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 5.4 siconc Antarctica surface JJA 24.264495364427567 siconc Antarctica surface SON 15.76741947889328 siconc Antarctica surface DJF 0.46 +siconc Antarctica surface year 11.470478718280793 siconc glob surface MAM 17.919169315348103 siconc glob surface JJA 27.97461802085775 siconc glob surface SON 27.77745124381682 siconc glob surface DJF 16.075677296844233 +siconc glob surface year 20.54528173420724 siconc arctic surface MAM 2.614061562389605 siconc arctic surface JJA 7.472176493576246 siconc arctic surface SON 5.22185359797534 siconc arctic surface DJF 3.932444055153851 +siconc arctic surface year 3.625109767003218 siconc northmid surface MAM 12.806521495004374 siconc northmid surface JJA 10.881967827548564 siconc northmid surface SON 5.762437226972153 siconc northmid surface DJF 17.518970863500094 +siconc northmid surface year 12.992962213059553 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.0036 siconc southmid surface JJA 13.731823154635833 siconc southmid surface SON 18.383165823104196 siconc southmid surface DJF 6.377142857142858 +siconc southmid surface year 10.679553560029934 siconc antarctic surface MAM 44.57476731078244 siconc antarctic surface JJA 61.971332745045814 siconc antarctic surface SON 61.93434475426324 siconc antarctic surface DJF 36.2824269495508 +siconc antarctic surface year 49.9903220064039 tas Atlantic_Basin surface MAM 1.049459 tas Atlantic_Basin surface JJA 1.4710786 tas Atlantic_Basin surface SON 1.042865 tas Atlantic_Basin surface DJF 1.2251047 +tas Atlantic_Basin surface year 1.011929 tas Pacific_Basin surface MAM 0.8957544 tas Pacific_Basin surface JJA 1.0665321 tas Pacific_Basin surface SON 0.79519165 tas Pacific_Basin surface DJF 0.80075043 +tas Pacific_Basin surface year 0.8143881 tas Indian_Basin surface MAM 0.73144484 tas Indian_Basin surface JJA 0.79489255 tas Indian_Basin surface SON 0.7314764 tas Indian_Basin surface DJF 0.59736204 +tas Indian_Basin surface year 0.65383834 tas Arctic_Basin surface MAM 3.7979496 tas Arctic_Basin surface JJA 1.3415908 tas Arctic_Basin surface SON 1.5965637 tas Arctic_Basin surface DJF 3.1833525 +tas Arctic_Basin surface year 2.3320963 tas Southern_Ocean_Basin surface MAM 4.45314 tas Southern_Ocean_Basin surface JJA 5.374394 tas Southern_Ocean_Basin surface SON 4.0254135 tas Southern_Ocean_Basin surface DJF 3.061185 +tas Southern_Ocean_Basin surface year 4.2196393 tas Mediterranean_Basin surface MAM 1.1096424 tas Mediterranean_Basin surface JJA 4.0612993 tas Mediterranean_Basin surface SON 1.3884164 tas Mediterranean_Basin surface DJF 1.1393495 +tas Mediterranean_Basin surface year 1.614101 tas Asia surface MAM 2.7331812 tas Asia surface JJA 3.778642 tas Asia surface SON 2.9511993 tas Asia surface DJF 2.8523765 +tas Asia surface year 2.6584184 tas North_America surface MAM 2.4555101 tas North_America surface JJA 4.0128665 tas North_America surface SON 2.9237223 tas North_America surface DJF 3.108288 +tas North_America surface year 2.99991 tas Europe surface MAM 1.6036919 tas Europe surface JJA 3.4433188 tas Europe surface SON 1.9352531 tas Europe surface DJF 2.099014 +tas Europe surface year 1.6261971 tas Africa surface MAM 2.7527413 tas Africa surface JJA 3.8226314 tas Africa surface SON 2.8211164 tas Africa surface DJF 2.4397964 +tas Africa surface year 2.9109662 tas South_America surface MAM 2.2006257 tas South_America surface JJA 2.6182637 tas South_America surface SON 3.2538495 tas South_America surface DJF 2.7441385 +tas South_America surface year 2.5951986 tas Oceania surface MAM 3.739968 tas Oceania surface JJA 4.3799214 tas Oceania surface SON 4.0669527 tas Oceania surface DJF 3.6606362 +tas Oceania surface year 3.9617949 tas Australia surface MAM 2.425134 tas Australia surface JJA 2.40228 tas Australia surface SON 2.7263796 tas Australia surface DJF 3.0270572 +tas Australia surface year 2.639213 tas Antarctica surface MAM 3.447175 tas Antarctica surface JJA 3.6074226 tas Antarctica surface SON 4.938628 tas Antarctica surface DJF 10.14668 +tas Antarctica surface year 5.4954953 tas glob surface MAM 2.461234 tas glob surface JJA 2.8210073 tas glob surface SON 2.3799157 tas glob surface DJF 2.7413094 +tas glob surface year 2.47835 tas arctic surface MAM 3.0111074 tas arctic surface JJA 2.0018854 tas arctic surface SON 1.8864632 tas arctic surface DJF 3.130755 +tas arctic surface year 2.223377 tas northmid surface MAM 1.8058947 tas northmid surface JJA 3.1480906 tas northmid surface SON 1.9711453 tas northmid surface DJF 1.9234283 +tas northmid surface year 1.9253678 tas tropics surface MAM 1.2249247 tas tropics surface JJA 1.5043103 tas tropics surface SON 1.3392164 tas tropics surface DJF 1.0894179 +tas tropics surface year 1.2351592 tas innertropics surface MAM 0.90274656 tas innertropics surface JJA 1.1417278 tas innertropics surface SON 1.1709179 tas innertropics surface DJF 0.92300016 +tas innertropics surface year 0.9800967 tas nino34 surface MAM 0.23013483 tas nino34 surface JJA 0.2967209 tas nino34 surface SON 0.63413113 tas nino34 surface DJF 0.30405223 +tas nino34 surface year 0.27722296 tas southmid surface MAM 2.1726325 tas southmid surface JJA 2.3373442 tas southmid surface SON 2.061612 tas southmid surface DJF 1.8176411 +tas southmid surface year 2.082827 tas antarctic surface MAM 5.4500427 tas antarctic surface JJA 6.431808 tas antarctic surface SON 5.7500267 tas antarctic surface DJF 7.6405673 +tas antarctic surface year 6.2875357 clt Atlantic_Basin surface MAM 11.327599 clt Atlantic_Basin surface JJA 11.607992 clt Atlantic_Basin surface SON 11.514345 clt Atlantic_Basin surface DJF 12.408734 +clt Atlantic_Basin surface year 10.374759 clt Pacific_Basin surface MAM 11.607043 clt Pacific_Basin surface JJA 10.5822115 clt Pacific_Basin surface SON 9.911852 clt Pacific_Basin surface DJF 11.285762 +clt Pacific_Basin surface year 9.854051 clt Indian_Basin surface MAM 8.719443 clt Indian_Basin surface JJA 10.878617 clt Indian_Basin surface SON 10.059363 clt Indian_Basin surface DJF 9.297843 +clt Indian_Basin surface year 8.627381 clt Arctic_Basin surface MAM 7.483223 clt Arctic_Basin surface JJA 12.619012 clt Arctic_Basin surface SON 8.404633 clt Arctic_Basin surface DJF 7.2685957 +clt Arctic_Basin surface year 6.0774064 clt Southern_Ocean_Basin surface MAM 11.645023 clt Southern_Ocean_Basin surface JJA 12.673806 clt Southern_Ocean_Basin surface SON 11.548388 clt Southern_Ocean_Basin surface DJF 9.852288 +clt Southern_Ocean_Basin surface year 10.588161 clt Mediterranean_Basin surface MAM 12.935022 clt Mediterranean_Basin surface JJA 4.81793 clt Mediterranean_Basin surface SON 11.874083 clt Mediterranean_Basin surface DJF 17.937044 +clt Mediterranean_Basin surface year 11.860241 clt Asia surface MAM 11.234561 clt Asia surface JJA 8.833331 clt Asia surface SON 9.726902 clt Asia surface DJF 16.204815 +clt Asia surface year 10.522175 clt North_America surface MAM 10.426264 clt North_America surface JJA 10.554543 clt North_America surface SON 9.466703 clt North_America surface DJF 10.063215 +clt North_America surface year 9.398649 clt Europe surface MAM 11.609955 clt Europe surface JJA 12.364294 clt Europe surface SON 11.307883 clt Europe surface DJF 11.607712 +clt Europe surface year 11.505382 clt Africa surface MAM 8.324048 clt Africa surface JJA 7.634063 clt Africa surface SON 6.9944572 clt Africa surface DJF 8.128535 +clt Africa surface year 6.0363746 clt South_America surface MAM 9.85011 clt South_America surface JJA 10.976467 clt South_America surface SON 10.715691 clt South_America surface DJF 11.179738 +clt South_America surface year 9.65578 clt Oceania surface MAM 6.679651 clt Oceania surface JJA 5.9778805 clt Oceania surface SON 6.964575 clt Oceania surface DJF 11.673587 +clt Oceania surface year 7.278368 clt Australia surface MAM 4.2447486 clt Australia surface JJA 7.123305 clt Australia surface SON 7.882288 clt Australia surface DJF 6.800835 +clt Australia surface year 5.088338 clt Antarctica surface MAM 20.180473 clt Antarctica surface JJA 20.105213 clt Antarctica surface SON 10.642308 clt Antarctica surface DJF 10.219668 +clt Antarctica surface year 13.827286 clt glob surface MAM 11.432147 clt glob surface JJA 11.91998 clt glob surface SON 10.296105 clt glob surface DJF 10.843373 +clt glob surface year 9.94822 clt arctic surface MAM 9.441613 clt arctic surface JJA 11.344715 clt arctic surface SON 9.678142 clt arctic surface DJF 8.230096 +clt arctic surface year 7.7987127 clt northmid surface MAM 12.095327 clt northmid surface JJA 8.485252 clt northmid surface SON 10.635835 clt northmid surface DJF 17.683052 +clt northmid surface year 11.435382 clt tropics surface MAM 9.408899 clt tropics surface JJA 10.823114 clt tropics surface SON 8.981256 clt tropics surface DJF 9.339132 +clt tropics surface year 8.231744 clt innertropics surface MAM 10.47074 clt innertropics surface JJA 10.549201 clt innertropics surface SON 9.7212105 clt innertropics surface DJF 10.238894 +clt innertropics surface year 8.922736 clt nino34 surface MAM 14.701321 clt nino34 surface JJA 18.987743 clt nino34 surface SON 18.635489 clt nino34 surface DJF 13.584977 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1.7467753 ua Africa 300hPa MAM 1.1124208 ua Africa 300hPa JJA 2.0169005 ua Africa 300hPa SON 1.5617435 ua Africa 300hPa DJF 3.0183637 +ua Africa 300hPa year 1.4762425 ua South_America 300hPa MAM 1.9682968 ua South_America 300hPa JJA 2.9473066 ua South_America 300hPa SON 2.2979383 ua South_America 300hPa DJF 1.3745935 +ua South_America 300hPa year 1.7728622 ua Oceania 300hPa MAM 3.1913576 ua Oceania 300hPa JJA 1.7737142 ua Oceania 300hPa SON 5.3150225 ua Oceania 300hPa DJF 2.8381689 +ua Oceania 300hPa year 3.2722762 ua Australia 300hPa MAM 2.4581025 ua Australia 300hPa JJA 3.634214 ua Australia 300hPa SON 3.0293577 ua Australia 300hPa DJF 1.9004385 +ua Australia 300hPa year 2.2461383 ua Antarctica 300hPa MAM 1.1709652 ua Antarctica 300hPa JJA 1.0458465 ua Antarctica 300hPa SON 1.2699687 ua Antarctica 300hPa DJF 1.5000371 +ua Antarctica 300hPa year 1.1410618 ua glob 300hPa MAM 1.9079794 ua glob 300hPa JJA 1.9228979 ua glob 300hPa SON 1.9354401 ua glob 300hPa DJF 2.1362917 +ua glob 300hPa 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surface JJA 84.679344 mlotst Antarctica surface SON 73.71803 mlotst Antarctica surface DJF 9.0210495 +mlotst Antarctica surface year 50.39109 mlotst glob surface MAM 12.745437 mlotst glob surface JJA 21.739378 mlotst glob surface SON 21.114782 mlotst glob surface DJF 10.528571 +mlotst glob surface year 15.228278 mlotst arctic surface MAM 19.793974 mlotst arctic surface JJA 4.490596 mlotst arctic surface SON 3.9310663 mlotst arctic surface DJF 18.026802 +mlotst arctic surface year 9.727945 mlotst northmid surface MAM 32.270477 mlotst northmid surface JJA 2.3726966 mlotst northmid surface SON 4.7678075 mlotst northmid surface DJF 31.322395 +mlotst northmid surface year 16.090967 mlotst tropics surface MAM 4.9919353 mlotst tropics surface JJA 6.739317 mlotst tropics surface SON 5.554443 mlotst tropics surface DJF 5.7438054 +mlotst tropics surface year 4.734721 mlotst innertropics surface MAM 5.203208 mlotst innertropics surface JJA 5.9956875 mlotst innertropics surface SON 4.9776654 mlotst innertropics surface DJF 5.610587 +mlotst innertropics surface year 4.2708993 mlotst nino34 surface MAM 5.9180045 mlotst nino34 surface JJA 5.917456 mlotst nino34 surface SON 5.7672534 mlotst nino34 surface DJF 3.5617833 +mlotst nino34 surface year 3.1943853 mlotst southmid surface MAM 8.074832 mlotst southmid surface JJA 33.60435 mlotst southmid surface SON 32.052753 mlotst southmid surface DJF 5.1220193 +mlotst southmid surface year 18.33846 mlotst antarctic surface MAM 16.795792 mlotst antarctic surface JJA 105.82882 mlotst antarctic surface SON 107.55633 mlotst antarctic surface DJF 3.6237085 +mlotst antarctic surface year 57.591145 thetao Atlantic_Basin 10m MAM 1.2553642 thetao Atlantic_Basin 10m JJA 1.218338 thetao Atlantic_Basin 10m SON 1.057504 thetao Atlantic_Basin 10m DJF 1.1758469 +thetao Atlantic_Basin 10m year 1.0809017 thetao Atlantic_Basin 100m MAM 1.5284532 thetao Atlantic_Basin 100m JJA 1.5153656 thetao Atlantic_Basin 100m SON 1.5268517 thetao Atlantic_Basin 100m DJF 1.5001183 +thetao Atlantic_Basin 100m year 1.4881909 thetao Atlantic_Basin 1000m MAM 2.6793404 thetao Atlantic_Basin 1000m JJA 2.6867301 thetao Atlantic_Basin 1000m SON 2.6843655 thetao Atlantic_Basin 1000m DJF 2.663628 +thetao Atlantic_Basin 1000m year 2.6784854 thetao Pacific_Basin 10m MAM 0.8266509 thetao Pacific_Basin 10m JJA 0.8697675 thetao Pacific_Basin 10m SON 0.8926181 thetao Pacific_Basin 10m DJF 0.7995425 +thetao Pacific_Basin 10m year 0.79207546 thetao Pacific_Basin 100m MAM 1.7775587 thetao Pacific_Basin 100m JJA 1.8684354 thetao Pacific_Basin 100m SON 1.8289559 thetao Pacific_Basin 100m DJF 1.8348209 +thetao Pacific_Basin 100m year 1.8133143 thetao Pacific_Basin 1000m MAM 2.4737477 thetao Pacific_Basin 1000m JJA 2.4790092 thetao Pacific_Basin 1000m SON 2.4744306 thetao Pacific_Basin 1000m DJF 2.4732153 +thetao Pacific_Basin 1000m year 2.4751008 thetao Indian_Basin 10m MAM 0.57553613 thetao Indian_Basin 10m JJA 0.90998 thetao Indian_Basin 10m SON 0.8498245 thetao Indian_Basin 10m DJF 0.6315347 +thetao Indian_Basin 10m year 0.68013364 thetao Indian_Basin 100m MAM 1.741375 thetao Indian_Basin 100m JJA 1.5716734 thetao Indian_Basin 100m SON 1.5022459 thetao Indian_Basin 100m DJF 1.6093982 +thetao Indian_Basin 100m year 1.5731645 thetao Indian_Basin 1000m MAM 2.1819038 thetao Indian_Basin 1000m JJA 2.1852384 thetao Indian_Basin 1000m SON 2.1963272 thetao Indian_Basin 1000m DJF 2.1726284 +thetao Indian_Basin 1000m year 2.1840248 thetao Arctic_Basin 10m MAM 0.5453385 thetao Arctic_Basin 10m JJA 0.6028383 thetao Arctic_Basin 10m SON 0.4347452 thetao Arctic_Basin 10m DJF 0.5810807 +thetao Arctic_Basin 10m year 0.5238675 thetao Arctic_Basin 100m MAM 0.32339513 thetao Arctic_Basin 100m JJA 0.3061549 thetao Arctic_Basin 100m SON 0.3085006 thetao Arctic_Basin 100m DJF 0.34275457 +thetao Arctic_Basin 100m year 0.302423 thetao Arctic_Basin 1000m MAM 0.8646134 thetao Arctic_Basin 1000m JJA 0.8818451 thetao Arctic_Basin 1000m SON 0.8750329 thetao Arctic_Basin 1000m DJF 0.85732865 +thetao Arctic_Basin 1000m year 0.8697052 thetao Southern_Ocean_Basin 10m MAM 0.9334188 thetao Southern_Ocean_Basin 10m JJA 0.82961535 thetao Southern_Ocean_Basin 10m SON 0.82159334 thetao Southern_Ocean_Basin 10m DJF 1.0953537 +thetao Southern_Ocean_Basin 10m year 0.8106889 thetao Southern_Ocean_Basin 100m MAM 1.094691 thetao Southern_Ocean_Basin 100m JJA 1.0082933 thetao Southern_Ocean_Basin 100m SON 1.0115798 thetao Southern_Ocean_Basin 100m DJF 1.082535 +thetao Southern_Ocean_Basin 100m year 1.0326556 thetao Southern_Ocean_Basin 1000m MAM 1.3787429 thetao Southern_Ocean_Basin 1000m JJA 1.3767895 thetao Southern_Ocean_Basin 1000m SON 1.3690207 thetao Southern_Ocean_Basin 1000m DJF 1.3698399 +thetao Southern_Ocean_Basin 1000m year 1.373228 thetao Mediterranean_Basin 10m MAM 0.8191784 thetao Mediterranean_Basin 10m JJA 0.61211497 thetao Mediterranean_Basin 10m SON 0.82293135 thetao Mediterranean_Basin 10m DJF 0.92667043 +thetao Mediterranean_Basin 10m year 0.7535652 thetao Mediterranean_Basin 100m MAM 0.52306366 thetao Mediterranean_Basin 100m JJA 0.5435382 thetao Mediterranean_Basin 100m SON 0.6008704 thetao Mediterranean_Basin 100m DJF 0.5647922 +thetao Mediterranean_Basin 100m year 0.54240865 thetao Mediterranean_Basin 1000m MAM 0.4958122 thetao Mediterranean_Basin 1000m JJA 0.49628136 thetao Mediterranean_Basin 1000m SON 0.49884698 thetao Mediterranean_Basin 1000m DJF 0.4989764 +thetao Mediterranean_Basin 1000m year 0.497479 thetao Asia 10m MAM 0.8942733 thetao Asia 10m JJA 1.2414188 thetao Asia 10m SON 1.4315993 thetao Asia 10m DJF 1.5900364 +thetao Asia 10m year 1.2893358 thetao Asia 100m MAM 1.4253181 thetao Asia 100m JJA 0.8544053 thetao Asia 100m SON 0.68729424 thetao Asia 100m DJF 1.8913512 +thetao Asia 100m year 1.2145846 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.2132872 thetao North_America 10m JJA 0.9905188 thetao North_America 10m SON 0.55787814 thetao North_America 10m DJF 0.91863334 +thetao North_America 10m year 0.8864716 thetao North_America 100m MAM nan thetao North_America 100m JJA nan thetao North_America 100m SON nan thetao North_America 100m DJF nan +thetao North_America 100m year nan thetao North_America 1000m MAM nan thetao North_America 1000m JJA nan thetao North_America 1000m SON nan thetao North_America 1000m DJF nan +thetao North_America 1000m year nan thetao Europe 10m MAM 0.9219785 thetao Europe 10m JJA 1.2292376 thetao Europe 10m SON 0.84325695 thetao Europe 10m DJF 0.51550245 +thetao Europe 10m year 0.7093277 thetao Europe 100m MAM 0.528409 thetao Europe 100m JJA 0.6674242 thetao Europe 100m SON 0.6255064 thetao Europe 100m DJF 0.21352005 +thetao Europe 100m year 0.5087147 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM nan thetao South_America 10m JJA nan thetao South_America 10m SON nan thetao South_America 10m DJF nan +thetao South_America 10m year nan thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 1.2551556 thetao Australia 10m JJA 0.22354507 thetao Australia 10m SON 0.3456211 thetao Australia 10m DJF 0.7735424 +thetao Australia 10m year 0.36488724 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 0.35201132 thetao Antarctica 10m JJA 0.35403633 thetao Antarctica 10m SON 0.36960256 thetao Antarctica 10m DJF 0.34338033 +thetao Antarctica 10m year 0.1830675 thetao Antarctica 100m MAM nan thetao Antarctica 100m JJA nan thetao Antarctica 100m SON nan thetao Antarctica 100m DJF nan +thetao Antarctica 100m year nan thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 0.87891203 thetao glob 10m JJA 0.8949866 thetao glob 10m SON 0.84747285 thetao glob 10m DJF 0.91042125 +thetao glob 10m year 0.8084786 thetao glob 100m MAM 1.3851808 thetao glob 100m JJA 1.367876 thetao glob 100m SON 1.3513708 thetao glob 100m DJF 1.383877 +thetao glob 100m year 1.3522027 thetao glob 1000m MAM 2.0145316 thetao glob 1000m JJA 2.0186636 thetao glob 1000m SON 2.0150745 thetao glob 1000m DJF 2.0075507 +thetao glob 1000m year 2.0138395 thetao arctic 10m MAM 0.7945623 thetao arctic 10m JJA 0.80124617 thetao arctic 10m SON 0.571677 thetao arctic 10m DJF 0.7366342 +thetao arctic 10m year 0.6803759 thetao arctic 100m MAM 0.60212827 thetao arctic 100m JJA 0.44914928 thetao arctic 100m SON 0.42905897 thetao arctic 100m DJF 0.46164572 +thetao arctic 100m year 0.4605111 thetao arctic 1000m MAM 1.051047 thetao arctic 1000m JJA 1.0703951 thetao arctic 1000m SON 1.0637681 thetao arctic 1000m DJF 1.0431643 +thetao arctic 1000m year 1.0570936 thetao northmid 10m MAM 1.3155869 thetao northmid 10m JJA 1.3684263 thetao northmid 10m SON 1.3918687 thetao northmid 10m DJF 1.3312833 +thetao northmid 10m year 1.2955804 thetao northmid 100m MAM 1.2906339 thetao northmid 100m JJA 1.360573 thetao northmid 100m SON 1.4815115 thetao northmid 100m DJF 1.3791909 +thetao northmid 100m year 1.3637125 thetao northmid 1000m MAM 1.8535317 thetao northmid 1000m JJA 1.8581362 thetao northmid 1000m SON 1.8568656 thetao northmid 1000m DJF 1.8554395 +thetao northmid 1000m year 1.8559464 thetao tropics 10m MAM 0.6993263 thetao tropics 10m JJA 0.72252095 thetao tropics 10m SON 0.6789075 thetao tropics 10m DJF 0.69347644 +thetao tropics 10m year 0.62035793 thetao tropics 100m MAM 1.8358462 thetao tropics 100m JJA 1.9688805 thetao tropics 100m SON 1.9067307 thetao tropics 100m DJF 1.9124004 +thetao tropics 100m year 1.8803825 thetao tropics 1000m MAM 2.5411503 thetao tropics 1000m JJA 2.5493526 thetao tropics 1000m SON 2.5459225 thetao tropics 1000m DJF 2.5361888 +thetao tropics 1000m year 2.543154 thetao innertropics 10m MAM 0.6534663 thetao innertropics 10m JJA 0.6688592 thetao innertropics 10m SON 0.56783545 thetao innertropics 10m DJF 0.66748893 +thetao innertropics 10m year 0.52180296 thetao innertropics 100m MAM 2.3587239 thetao innertropics 100m JJA 2.644214 thetao innertropics 100m SON 2.543522 thetao innertropics 100m DJF 2.4606864 +thetao innertropics 100m year 2.4665065 thetao innertropics 1000m MAM 2.4627483 thetao innertropics 1000m JJA 2.461783 thetao innertropics 1000m SON 2.460794 thetao innertropics 1000m DJF 2.456049 +thetao innertropics 1000m year 2.4603434 thetao nino34 10m MAM 0.74840164 thetao nino34 10m JJA 0.7377104 thetao nino34 10m SON 0.7209614 thetao nino34 10m DJF 0.4766507 +thetao nino34 10m year 0.48811293 thetao nino34 100m MAM 3.9007905 thetao nino34 100m JJA 5.3528438 thetao nino34 100m SON 5.934371 thetao nino34 100m DJF 4.8688803 +thetao nino34 100m year 5.0142207 thetao nino34 1000m MAM 2.4827561 thetao nino34 1000m JJA 2.4594064 thetao nino34 1000m SON 2.4991903 thetao nino34 1000m DJF 2.4648986 +thetao nino34 1000m year 2.4765625 thetao southmid 10m MAM 0.9589799 thetao southmid 10m JJA 1.1305902 thetao southmid 10m SON 1.1361156 thetao southmid 10m DJF 1.01093 +thetao southmid 10m year 1.0182565 thetao southmid 100m MAM 1.3475481 thetao southmid 100m JJA 1.1179652 thetao southmid 100m SON 1.1076783 thetao southmid 100m DJF 1.2466972 +thetao southmid 100m year 1.1900454 thetao southmid 1000m MAM 2.143824 thetao southmid 1000m JJA 2.1405993 thetao southmid 1000m SON 2.1348495 thetao southmid 1000m DJF 2.1281912 +thetao southmid 1000m year 2.1367185 thetao antarctic 10m MAM 0.8580746 thetao antarctic 10m JJA 0.46965832 thetao antarctic 10m SON 0.4374626 thetao antarctic 10m DJF 1.1218575 +thetao antarctic 10m year 0.5051665 thetao antarctic 100m MAM 0.9107644 thetao antarctic 100m JJA 0.931401 thetao antarctic 100m SON 0.9018059 thetao antarctic 100m DJF 0.9278372 +thetao antarctic 100m year 0.90370685 thetao antarctic 1000m MAM 0.46078613 thetao antarctic 1000m JJA 0.4471731 thetao antarctic 1000m SON 0.45230946 thetao antarctic 1000m DJF 0.4609129 +thetao antarctic 1000m year 0.45466253 so Atlantic_Basin 10m MAM 0.5673603 so Atlantic_Basin 10m JJA 0.63141036 so Atlantic_Basin 10m SON 0.5728723 so Atlantic_Basin 10m DJF 0.5369061 +so Atlantic_Basin 10m year 0.54784983 so Atlantic_Basin 100m MAM 0.33856744 so Atlantic_Basin 100m JJA 0.33220002 so Atlantic_Basin 100m SON 0.32555217 so Atlantic_Basin 100m DJF 0.3351756 +so Atlantic_Basin 100m year 0.32983744 so Atlantic_Basin 1000m MAM 0.3184002 so Atlantic_Basin 1000m JJA 0.31758624 so Atlantic_Basin 1000m SON 0.31812677 so Atlantic_Basin 1000m DJF 0.31774607 +so Atlantic_Basin 1000m year 0.3179578 so Pacific_Basin 10m MAM 0.3954626 so Pacific_Basin 10m JJA 0.3762921 so Pacific_Basin 10m SON 0.39170265 so Pacific_Basin 10m DJF 0.39052823 +so Pacific_Basin 10m year 0.36816278 so Pacific_Basin 100m MAM 0.21370213 so Pacific_Basin 100m JJA 0.21001215 so Pacific_Basin 100m SON 0.20491679 so Pacific_Basin 100m DJF 0.20435318 +so Pacific_Basin 100m year 0.20479372 so Pacific_Basin 1000m MAM 0.10737034 so Pacific_Basin 1000m JJA 0.10719027 so Pacific_Basin 1000m SON 0.107244544 so Pacific_Basin 1000m DJF 0.106513076 +so Pacific_Basin 1000m year 0.107028894 so Indian_Basin 10m MAM 0.34026653 so Indian_Basin 10m JJA 0.327019 so Indian_Basin 10m SON 0.3349665 so Indian_Basin 10m DJF 0.3242619 +so Indian_Basin 10m year 0.31567588 so Indian_Basin 100m MAM 0.2754887 so Indian_Basin 100m JJA 0.25095326 so Indian_Basin 100m SON 0.26399696 so Indian_Basin 100m DJF 0.27180886 +so Indian_Basin 100m year 0.26156136 so Indian_Basin 1000m MAM 0.12023836 so Indian_Basin 1000m JJA 0.11727589 so Indian_Basin 1000m SON 0.11838257 so Indian_Basin 1000m DJF 0.11755792 +so Indian_Basin 1000m year 0.11828491 so Arctic_Basin 10m MAM 1.0978647 so Arctic_Basin 10m JJA 1.4022679 so Arctic_Basin 10m SON 1.4132588 so Arctic_Basin 10m DJF 1.2863863 +so Arctic_Basin 10m year 1.2320547 so Arctic_Basin 100m MAM 0.7507398 so Arctic_Basin 100m JJA 0.7708588 so Arctic_Basin 100m SON 0.82445145 so Arctic_Basin 100m DJF 0.7563213 +so Arctic_Basin 100m year 0.77423626 so Arctic_Basin 1000m MAM 0.14813049 so Arctic_Basin 1000m JJA 0.1421373 so Arctic_Basin 1000m SON 0.14165679 so Arctic_Basin 1000m DJF 0.1518238 +so Arctic_Basin 1000m year 0.14593033 so Southern_Ocean_Basin 10m MAM 0.23381475 so Southern_Ocean_Basin 10m JJA 0.21165286 so Southern_Ocean_Basin 10m SON 0.20603839 so Southern_Ocean_Basin 10m DJF 0.25195786 +so Southern_Ocean_Basin 10m year 0.21794686 so Southern_Ocean_Basin 100m MAM 0.19544163 so Southern_Ocean_Basin 100m JJA 0.18980822 so Southern_Ocean_Basin 100m SON 0.18087062 so Southern_Ocean_Basin 100m DJF 0.18364635 +so Southern_Ocean_Basin 100m year 0.18436064 so Southern_Ocean_Basin 1000m MAM 0.11804313 so Southern_Ocean_Basin 1000m JJA 0.11658542 so Southern_Ocean_Basin 1000m SON 0.11663761 so Southern_Ocean_Basin 1000m DJF 0.116860285 +so Southern_Ocean_Basin 1000m year 0.116942525 so Mediterranean_Basin 10m MAM 1.1637236 so Mediterranean_Basin 10m JJA 1.1514673 so Mediterranean_Basin 10m SON 1.1941096 so Mediterranean_Basin 10m DJF 1.1825118 +so Mediterranean_Basin 10m year 1.1729532 so Mediterranean_Basin 100m MAM 1.3584268 so Mediterranean_Basin 100m JJA 1.364429 so Mediterranean_Basin 100m SON 1.399615 so Mediterranean_Basin 100m DJF 1.3629284 +so Mediterranean_Basin 100m year 1.3713503 so Mediterranean_Basin 1000m MAM 0.9504236 so Mediterranean_Basin 1000m JJA 0.9584795 so Mediterranean_Basin 1000m SON 0.94991773 so Mediterranean_Basin 1000m DJF 0.9445324 +so Mediterranean_Basin 1000m year 0.9508382 so Asia 10m MAM 1.5289841 so Asia 10m JJA 1.2731771 so Asia 10m SON 1.9815674 so Asia 10m DJF 1.7768431 +so Asia 10m year 1.6401424 so Asia 100m MAM 0.05677414 so Asia 100m JJA 0.033237457 so Asia 100m SON 0.010173798 so Asia 100m DJF 0.05342102 +so Asia 100m year 0.0066070557 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 1.739284 so North_America 10m JJA 2.0304904 so North_America 10m SON 1.5549026 so North_America 10m DJF 1.7237587 +so North_America 10m year 1.7621088 so North_America 100m MAM nan so North_America 100m JJA nan so North_America 100m SON nan so North_America 100m DJF nan +so North_America 100m year nan so North_America 1000m MAM nan so North_America 1000m JJA nan so North_America 1000m SON nan so North_America 1000m DJF nan +so North_America 1000m year nan so Europe 10m MAM 1.6730194 so Europe 10m JJA 1.8783493 so Europe 10m SON 1.7013931 so Europe 10m DJF 1.26898 +so Europe 10m year 1.630436 so Europe 100m MAM 1.3775139 so Europe 100m JJA 1.3677711 so Europe 100m SON 1.3645859 so Europe 100m DJF 1.3954659 +so Europe 100m year 1.3763351 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM nan so South_America 10m JJA nan so South_America 10m SON nan so South_America 10m DJF nan +so South_America 10m year nan so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 0.1873436 so Australia 10m JJA 0.23602676 so Australia 10m SON 0.33309937 so Australia 10m DJF 0.24097824 +so Australia 10m year 0.24936295 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.95423126 so Antarctica 10m JJA 0.46509933 so Antarctica 10m SON 0.38735962 so Antarctica 10m DJF 0.70056915 +so Antarctica 10m year 0.6268158 so Antarctica 100m MAM nan so Antarctica 100m JJA nan so Antarctica 100m SON nan so Antarctica 100m DJF nan +so Antarctica 100m year nan so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.46421707 so glob 10m JJA 0.49564436 so glob 10m SON 0.49056497 so glob 10m DJF 0.48162338 +so glob 10m year 0.45977026 so glob 100m MAM 0.29886597 so glob 100m JJA 0.29463974 so glob 100m SON 0.29591572 so glob 100m DJF 0.2920584 +so glob 100m year 0.29227415 so glob 1000m MAM 0.1578658 so glob 1000m JJA 0.15644023 so glob 1000m SON 0.15661706 so glob 1000m DJF 0.15710756 +so glob 1000m year 0.15695344 so arctic 10m MAM 1.0251651 so arctic 10m JJA 1.3338678 so arctic 10m SON 1.2821124 so arctic 10m DJF 1.1773965 +so arctic 10m year 1.1452754 so arctic 100m MAM 0.6538809 so arctic 100m JJA 0.6612193 so arctic 100m SON 0.6990767 so arctic 100m DJF 0.653002 +so arctic 100m year 0.66469353 so arctic 1000m MAM 0.13917994 so arctic 1000m JJA 0.13389112 so arctic 1000m SON 0.13349418 so arctic 1000m DJF 0.14245139 +so arctic 1000m year 0.13724273 so northmid 10m MAM 0.60407513 so northmid 10m JJA 0.6443779 so northmid 10m SON 0.6291592 so northmid 10m DJF 0.6068378 +so northmid 10m year 0.6104362 so northmid 100m MAM 0.38836527 so northmid 100m JJA 0.37688294 so northmid 100m SON 0.38278717 so northmid 100m DJF 0.39100274 +so northmid 100m year 0.38110968 so northmid 1000m MAM 0.16926631 so northmid 1000m JJA 0.16882141 so northmid 1000m SON 0.16951045 so northmid 1000m DJF 0.16794208 +so northmid 1000m year 0.16879976 so tropics 10m MAM 0.39718604 so tropics 10m JJA 0.36712903 so tropics 10m SON 0.3813047 so tropics 10m DJF 0.37201092 +so tropics 10m year 0.35098237 so tropics 100m MAM 0.22641955 so tropics 100m JJA 0.22262765 so tropics 100m SON 0.21739964 so tropics 100m DJF 0.21741445 +so tropics 100m year 0.2172483 so tropics 1000m MAM 0.16712028 so tropics 1000m JJA 0.16651785 so tropics 1000m SON 0.1665771 so tropics 1000m DJF 0.16627546 +so tropics 1000m year 0.16657965 so innertropics 10m MAM 0.48450455 so innertropics 10m JJA 0.43035707 so innertropics 10m SON 0.44940513 so innertropics 10m DJF 0.43705037 +so innertropics 10m year 0.4066147 so innertropics 100m MAM 0.23636052 so innertropics 100m JJA 0.22953364 so innertropics 100m SON 0.23475967 so innertropics 100m DJF 0.2348672 +so innertropics 100m year 0.23028839 so innertropics 1000m MAM 0.14599095 so innertropics 1000m JJA 0.14508358 so innertropics 1000m SON 0.14549547 so innertropics 1000m DJF 0.14511368 +so innertropics 1000m year 0.14535493 so nino34 10m MAM 0.42920732 so nino34 10m JJA 0.32289827 so nino34 10m SON 0.2607778 so nino34 10m DJF 0.30523703 +so nino34 10m year 0.3249168 so nino34 100m MAM 0.10250562 so nino34 100m JJA 0.09721638 so nino34 100m SON 0.08187278 so nino34 100m DJF 0.09616445 +so nino34 100m year 0.088316634 so nino34 1000m MAM 0.101735465 so nino34 1000m JJA 0.10056197 so nino34 1000m SON 0.103383824 so nino34 1000m DJF 0.10163339 +so nino34 1000m year 0.10182867 so southmid 10m MAM 0.28872332 so southmid 10m JJA 0.27188718 so southmid 10m SON 0.27476534 so southmid 10m DJF 0.29232907 +so southmid 10m year 0.27784103 so southmid 100m MAM 0.24568406 so southmid 100m JJA 0.24422424 so southmid 100m SON 0.24006875 so southmid 100m DJF 0.2415354 +so southmid 100m year 0.23992468 so southmid 1000m MAM 0.1718015 so southmid 1000m JJA 0.16988738 so southmid 1000m SON 0.1702114 so southmid 1000m DJF 0.1706237 +so southmid 1000m year 0.17054139 so antarctic 10m MAM 0.21837778 so antarctic 10m JJA 0.19521852 so antarctic 10m SON 0.18502283 so antarctic 10m DJF 0.272186 +so antarctic 10m year 0.20042764 so antarctic 100m MAM 0.18384525 so antarctic 100m JJA 0.17051646 so antarctic 100m SON 0.16301242 so antarctic 100m DJF 0.16385835 +so antarctic 100m year 0.16817741 so antarctic 1000m MAM 0.06897166 so antarctic 1000m JJA 0.068286814 so antarctic 1000m SON 0.068227455 so antarctic 1000m DJF 0.06717414 +so antarctic 1000m year 0.06813005 diff --git a/eval/ERA5/MRI-ESM2-0.csv b/eval/ERA5/MRI-ESM2-0.csv index ab0a6bf..835304b 100644 --- a/eval/ERA5/MRI-ESM2-0.csv +++ b/eval/ERA5/MRI-ESM2-0.csv @@ -3,1407 +3,1759 @@ siconc Atlantic_Basin surface MAM 12.226026776609714 siconc Atlantic_Basin surface JJA 11.108416233008764 siconc Atlantic_Basin surface SON 12.22973938089084 siconc Atlantic_Basin surface DJF 11.807122536732278 +siconc Atlantic_Basin surface year 9.455140271372652 siconc Pacific_Basin surface MAM 11.200785283691086 siconc Pacific_Basin surface JJA 2.9440690775200657 siconc Pacific_Basin surface SON 6.744294206285041 siconc Pacific_Basin surface DJF 11.956228236474406 +siconc Pacific_Basin surface year 10.786552032644137 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 3.056882932001595 siconc Arctic_Basin surface JJA 10.098516153889424 siconc Arctic_Basin surface SON 10.832986155565731 siconc Arctic_Basin surface DJF 3.5877975467269274 +siconc Arctic_Basin surface year 4.5330219217486345 siconc Southern_Ocean_Basin surface MAM 9.361546918111426 siconc Southern_Ocean_Basin surface JJA 8.715740597862817 siconc Southern_Ocean_Basin surface SON 11.505237363096521 siconc Southern_Ocean_Basin surface DJF 8.889487663169252 +siconc Southern_Ocean_Basin surface year 6.284913626240317 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 4.420337371826179 siconc Asia surface JJA 11.685699119567872 siconc Asia surface SON 30.323317146301267 siconc Asia surface DJF 2.238613433837891 +siconc Asia surface year 11.881049423217775 siconc North_America surface MAM 15.347730598449706 siconc North_America surface JJA 22.561658018430077 siconc North_America surface SON 6.120734100341796 siconc North_America surface DJF 7.228482268651326 +siconc North_America surface year 12.895579948425295 siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 14.84066162109375 siconc Antarctica surface JJA 28.63314727783203 siconc Antarctica surface SON 20.920802154541015 siconc Antarctica surface DJF 9.272215881347655 +siconc Antarctica surface year 18.419205780029294 siconc glob surface MAM 6.827652345387167 siconc glob surface JJA 9.483672437999807 siconc glob surface SON 11.240845861729177 siconc glob surface DJF 6.984627919858547 +siconc glob surface year 6.132812375799343 siconc arctic surface MAM 4.814958068592994 siconc arctic surface JJA 10.24100892383307 siconc arctic surface SON 11.124367033821176 siconc arctic surface DJF 5.141217332979402 +siconc arctic surface year 5.487674707807057 siconc northmid surface MAM 9.46152267136524 siconc northmid surface JJA 5.956071728312193 siconc northmid surface SON 5.056259487455477 siconc northmid surface DJF 10.611965180841352 +siconc northmid surface year 9.450244912191923 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 4.915071500903368 siconc southmid surface JJA 8.41423482214826 siconc southmid surface SON 14.6620911579406 siconc southmid surface DJF 3.0983511701646975 +siconc southmid surface year 5.51791304163075 siconc antarctic surface MAM 9.704853739451664 siconc antarctic surface JJA 7.895703672896561 siconc antarctic surface SON 9.93816025427177 siconc antarctic surface DJF 9.780551985357278 +siconc antarctic surface year 6.520372952598136 tas Atlantic_Basin surface MAM 0.97888345 tas Atlantic_Basin surface JJA 0.9609793 tas Atlantic_Basin surface SON 0.92044485 tas Atlantic_Basin surface DJF 1.1204765 +tas Atlantic_Basin surface year 0.88920325 tas Pacific_Basin surface MAM 1.0106527 tas Pacific_Basin surface JJA 0.9855229 tas Pacific_Basin surface SON 1.0488068 tas Pacific_Basin surface DJF 1.0226495 +tas Pacific_Basin surface year 0.9520192 tas Indian_Basin surface MAM 0.68044823 tas Indian_Basin surface JJA 0.58673036 tas Indian_Basin surface SON 0.6819291 tas Indian_Basin surface DJF 0.7805877 +tas Indian_Basin surface year 0.5899309 tas Arctic_Basin surface MAM 0.83961385 tas Arctic_Basin surface JJA 1.015191 tas Arctic_Basin surface SON 2.3421357 tas Arctic_Basin surface DJF 1.6914412 +tas Arctic_Basin surface year 0.7487833 tas Southern_Ocean_Basin surface MAM 0.9439192 tas Southern_Ocean_Basin surface JJA 2.0222447 tas Southern_Ocean_Basin surface SON 1.942184 tas Southern_Ocean_Basin surface DJF 0.84400016 +tas Southern_Ocean_Basin surface year 1.3309904 tas Mediterranean_Basin surface MAM 0.4613663 tas Mediterranean_Basin surface JJA 1.1216265 tas Mediterranean_Basin surface SON 1.2545772 tas Mediterranean_Basin surface DJF 0.5763638 +tas Mediterranean_Basin surface year 0.7284598 tas Asia surface MAM 2.0159862 tas Asia surface JJA 1.5311155 tas Asia surface SON 1.8928466 tas Asia surface DJF 3.233918 +tas Asia surface year 1.7437758 tas North_America surface MAM 2.0395494 tas North_America surface JJA 1.6276859 tas North_America surface SON 1.9865261 tas North_America surface DJF 2.508207 +tas North_America surface year 1.6959122 tas Europe surface MAM 0.9390381 tas Europe surface JJA 0.7895523 tas Europe surface SON 0.97858775 tas Europe surface DJF 2.3386183 +tas Europe surface year 0.9343438 tas Africa surface MAM 1.0684729 tas Africa surface JJA 1.3978068 tas Africa surface SON 1.5145284 tas Africa surface DJF 1.1123264 +tas Africa surface year 1.0518891 tas South_America surface MAM 1.1769505 tas South_America surface JJA 1.5311965 tas South_America surface SON 1.3402317 tas South_America surface DJF 1.3763877 +tas South_America surface year 1.1158657 tas Oceania surface MAM 1.6844261 tas Oceania surface JJA 2.1612272 tas Oceania surface SON 1.5389543 tas Oceania surface DJF 1.5720077 +tas Oceania surface year 1.5682622 tas Australia surface MAM 1.0449973 tas Australia surface JJA 1.1325514 tas Australia surface SON 1.5081116 tas Australia surface DJF 1.3491392 +tas Australia surface year 1.2309569 tas Antarctica surface MAM 1.7965783 tas Antarctica surface JJA 2.1186101 tas Antarctica surface SON 2.2068646 tas Antarctica surface DJF 2.2770326 +tas Antarctica surface year 1.3988054 tas glob surface MAM 1.1647935 tas glob surface JJA 1.3753473 tas glob surface SON 1.518194 tas glob surface DJF 1.4501685 +tas glob surface year 1.1239343 tas arctic surface MAM 1.2850952 tas arctic surface JJA 1.1332977 tas arctic surface SON 2.2550142 tas arctic surface DJF 2.3098204 +tas arctic surface year 1.175042 tas northmid surface MAM 1.4896232 tas northmid surface JJA 1.3485428 tas northmid surface SON 1.124426 tas northmid surface DJF 1.8109725 +tas northmid surface year 1.223649 tas tropics surface MAM 0.93663836 tas tropics surface JJA 1.0162174 tas tropics surface SON 1.0503098 tas tropics surface DJF 1.0122303 +tas tropics surface year 0.88570815 tas innertropics surface MAM 0.962864 tas innertropics surface JJA 0.9992937 tas innertropics surface SON 1.1007078 tas innertropics surface DJF 1.089172 +tas innertropics surface year 0.9411593 tas nino34 surface MAM 0.5649747 tas nino34 surface JJA 0.33256683 tas nino34 surface SON 0.63150966 tas nino34 surface DJF 1.3765602 +tas nino34 surface year 0.6733228 tas southmid surface MAM 0.7189934 tas southmid surface JJA 0.91121435 tas southmid surface SON 0.99937963 tas southmid surface DJF 0.8745042 +tas southmid surface year 0.81647485 tas antarctic surface MAM 1.6826767 tas antarctic surface JJA 2.841282 tas antarctic surface SON 2.7071126 tas antarctic surface DJF 1.7716281 +tas antarctic surface year 1.7966698 clt Atlantic_Basin surface MAM 9.94029 clt Atlantic_Basin surface JJA 8.280882 clt Atlantic_Basin surface SON 8.142482 clt Atlantic_Basin surface DJF 13.468607 +clt Atlantic_Basin surface year 8.183152 clt Pacific_Basin surface MAM 11.084739 clt Pacific_Basin surface JJA 10.72469 clt Pacific_Basin surface SON 10.291233 clt Pacific_Basin surface DJF 13.365389 +clt Pacific_Basin surface year 9.909221 clt Indian_Basin surface MAM 10.724567 clt Indian_Basin surface JJA 14.3291855 clt Indian_Basin surface SON 10.373391 clt Indian_Basin surface DJF 9.350754 +clt Indian_Basin surface year 9.478625 clt Arctic_Basin surface MAM 7.9584684 clt Arctic_Basin surface JJA 9.301692 clt Arctic_Basin surface SON 9.671207 clt Arctic_Basin surface DJF 6.6407824 +clt Arctic_Basin surface year 7.617603 clt Southern_Ocean_Basin surface MAM 6.7861195 clt Southern_Ocean_Basin surface JJA 9.32294 clt Southern_Ocean_Basin surface SON 9.589606 clt Southern_Ocean_Basin surface DJF 3.4550614 +clt Southern_Ocean_Basin surface year 7.0293484 clt Mediterranean_Basin surface MAM 6.0168567 clt Mediterranean_Basin surface JJA 4.0828123 clt Mediterranean_Basin surface SON 8.436433 clt Mediterranean_Basin surface DJF 10.548182 +clt Mediterranean_Basin surface year 7.2483034 clt Asia surface MAM 7.335542 clt Asia surface JJA 6.684408 clt Asia surface SON 6.6159816 clt Asia surface DJF 12.973276 +clt Asia surface year 6.248683 clt North_America surface MAM 8.577961 clt North_America surface JJA 6.549064 clt North_America surface SON 7.6027613 clt North_America surface DJF 9.974188 +clt North_America surface year 6.8534255 clt Europe surface MAM 2.9501274 clt Europe surface JJA 4.746527 clt Europe surface SON 5.280851 clt Europe surface DJF 8.272299 +clt Europe surface year 4.444852 clt Africa surface MAM 10.890579 clt Africa surface JJA 10.052032 clt Africa surface SON 10.172236 clt Africa surface DJF 10.552953 +clt Africa surface year 8.565327 clt South_America surface MAM 6.7778296 clt South_America surface JJA 8.362546 clt South_America surface SON 5.981028 clt South_America surface DJF 7.4731545 +clt South_America surface year 6.072462 clt Oceania surface MAM 8.462481 clt Oceania surface JJA 8.1469345 clt Oceania surface SON 6.900052 clt Oceania surface DJF 7.4029346 +clt Oceania surface year 7.082953 clt Australia surface MAM 4.4639354 clt Australia surface JJA 4.088471 clt Australia surface SON 9.496947 clt Australia surface DJF 9.923297 +clt Australia surface year 6.4364076 clt Antarctica surface MAM 31.3262 clt Antarctica surface JJA 27.442804 clt Antarctica surface SON 19.149483 clt Antarctica surface DJF 16.661922 +clt Antarctica surface year 22.672932 clt glob surface MAM 10.661638 clt glob surface JJA 10.7845545 clt glob surface SON 9.849573 clt glob surface DJF 10.388323 +clt glob surface year 9.190574 clt arctic surface MAM 8.197253 clt arctic surface JJA 8.098038 clt arctic surface SON 9.185527 clt arctic surface DJF 9.285061 +clt arctic surface year 7.699381 clt northmid surface MAM 5.612259 clt northmid surface JJA 5.585406 clt northmid surface SON 6.3821063 clt northmid surface DJF 12.099458 +clt northmid surface year 5.7678647 clt tropics surface MAM 11.946003 clt tropics surface JJA 11.728223 clt tropics surface SON 10.430982 clt tropics surface DJF 12.783457 +clt tropics surface year 9.925152 clt innertropics surface MAM 11.514762 clt innertropics surface JJA 11.688975 clt innertropics surface SON 10.471157 clt innertropics surface DJF 11.75721 +clt innertropics surface year 9.116405 clt nino34 surface MAM 10.467335 clt nino34 surface JJA 12.236106 clt nino34 surface SON 12.378286 clt nino34 surface DJF 7.615931 +clt nino34 surface year 9.932204 clt southmid surface MAM 6.8480644 clt southmid surface JJA 9.601243 clt southmid surface SON 7.327895 clt southmid surface DJF 3.7278972 +clt southmid surface year 6.6632833 clt antarctic surface MAM 20.172417 clt antarctic surface JJA 18.278065 clt antarctic surface SON 15.646558 clt antarctic surface DJF 11.946382 +clt antarctic surface year 15.646067 pr Atlantic_Basin surface MAM 8.378952e-06 pr Atlantic_Basin surface JJA 7.3052565e-06 pr Atlantic_Basin surface SON 6.2406175e-06 pr Atlantic_Basin surface DJF 9.314949e-06 +pr Atlantic_Basin surface year 5.762843e-06 pr Pacific_Basin surface MAM 1.51703925e-05 pr Pacific_Basin surface JJA 1.721464e-05 pr Pacific_Basin surface SON 1.5978705e-05 pr Pacific_Basin surface DJF 1.373802e-05 +pr Pacific_Basin surface year 1.2371487e-05 pr Indian_Basin surface MAM 1.4747742e-05 pr Indian_Basin surface JJA 1.4737929e-05 pr Indian_Basin surface SON 1.6381133e-05 pr Indian_Basin surface DJF 1.5770713e-05 +pr Indian_Basin surface year 1.1255834e-05 pr Arctic_Basin surface MAM 3.082481e-06 pr Arctic_Basin surface JJA 3.4724787e-06 pr Arctic_Basin surface SON 2.3320838e-06 pr Arctic_Basin surface DJF 1.5018011e-06 +pr Arctic_Basin surface year 2.3968703e-06 pr Southern_Ocean_Basin surface MAM 4.598073e-06 pr Southern_Ocean_Basin surface JJA 5.3737067e-06 pr Southern_Ocean_Basin surface SON 4.765974e-06 pr Southern_Ocean_Basin surface DJF 3.8043825e-06 +pr Southern_Ocean_Basin surface year 3.9906627e-06 pr Mediterranean_Basin surface MAM 2.9452776e-06 pr Mediterranean_Basin surface JJA 2.764285e-06 pr Mediterranean_Basin surface SON 4.9651167e-06 pr Mediterranean_Basin surface DJF 5.317329e-06 +pr Mediterranean_Basin surface year 3.2964554e-06 pr Asia surface MAM 7.699073e-06 pr Asia surface JJA 1.0402965e-05 pr Asia surface SON 6.7565093e-06 pr Asia surface DJF 5.1047714e-06 +pr Asia surface year 6.2517906e-06 pr North_America surface MAM 6.6334483e-06 pr North_America surface JJA 8.483834e-06 pr North_America surface SON 6.788489e-06 pr North_America surface DJF 5.8745663e-06 +pr North_America surface year 6.388683e-06 pr Europe surface MAM 4.255704e-06 pr Europe surface JJA 4.7407398e-06 pr Europe surface SON 3.6090519e-06 pr Europe surface DJF 4.475987e-06 +pr Europe surface year 2.9730227e-06 pr Africa surface MAM 7.8089e-06 pr Africa surface JJA 6.7574924e-06 pr Africa surface SON 8.188011e-06 pr Africa surface DJF 8.759543e-06 +pr Africa surface year 5.2245828e-06 pr South_America surface MAM 1.8950062e-05 pr South_America surface JJA 1.4343937e-05 pr South_America surface SON 1.9175197e-05 pr South_America surface DJF 2.5545114e-05 +pr South_America surface year 1.4554931e-05 pr Oceania surface MAM 9.463482e-06 pr Oceania surface JJA 1.4000822e-05 pr Oceania surface SON 1.2736179e-05 pr Oceania surface DJF 1.3427129e-05 +pr Oceania surface year 1.1568201e-05 pr Australia surface MAM 3.3983924e-06 pr Australia surface JJA 2.374022e-06 pr Australia surface SON 4.016062e-06 pr Australia surface DJF 7.900322e-06 +pr Australia surface year 3.982294e-06 pr Antarctica surface MAM 1.8670348e-06 pr Antarctica surface JJA 3.1334778e-06 pr Antarctica surface SON 2.1161036e-06 pr Antarctica surface DJF 1.3714613e-06 +pr Antarctica surface year 1.5184525e-06 pr glob surface MAM 8.449044e-06 pr glob surface JJA 9.1883885e-06 pr glob surface SON 8.382729e-06 pr glob surface DJF 7.985268e-06 +pr glob surface year 6.722269e-06 pr arctic surface MAM 3.2889798e-06 pr arctic surface JJA 4.400318e-06 pr arctic surface SON 3.4701532e-06 pr arctic surface DJF 2.7088308e-06 +pr arctic surface year 3.080267e-06 pr northmid surface MAM 6.203056e-06 pr northmid surface JJA 6.152576e-06 pr northmid surface SON 5.2699606e-06 pr northmid surface DJF 6.132218e-06 +pr northmid surface year 4.78137e-06 pr tropics surface MAM 1.665078e-05 pr tropics surface JJA 1.7148608e-05 pr tropics surface SON 1.67248e-05 pr tropics surface DJF 1.5903826e-05 +pr tropics surface year 1.2773061e-05 pr innertropics surface MAM 2.359122e-05 pr innertropics surface JJA 2.413799e-05 pr innertropics surface SON 2.3704966e-05 pr innertropics surface DJF 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surface JJA 29.51693 mlotst Indian_Basin surface SON 24.77257 mlotst Indian_Basin surface DJF 9.548673 +mlotst Indian_Basin surface year 17.285128 mlotst Arctic_Basin surface MAM 38.29567 mlotst Arctic_Basin surface JJA 2.2694325 mlotst Arctic_Basin surface SON 10.562544 mlotst Arctic_Basin surface DJF 26.89787 +mlotst Arctic_Basin surface year 18.376127 mlotst Southern_Ocean_Basin surface MAM 20.414038 mlotst Southern_Ocean_Basin surface JJA 56.798462 mlotst Southern_Ocean_Basin surface SON 74.922455 mlotst Southern_Ocean_Basin surface DJF 6.019365 +mlotst Southern_Ocean_Basin surface year 38.28727 mlotst Mediterranean_Basin surface MAM 59.667427 mlotst Mediterranean_Basin surface JJA 3.6316457 mlotst Mediterranean_Basin surface SON 8.940081 mlotst Mediterranean_Basin surface DJF 93.922585 +mlotst Mediterranean_Basin surface year 39.825745 mlotst Asia surface MAM 20.774263 mlotst Asia surface JJA 9.482497 mlotst Asia surface SON 15.709674 mlotst Asia surface DJF 35.767467 +mlotst Asia surface year 20.26186 mlotst North_America surface MAM 30.800442 mlotst North_America surface JJA 5.095921 mlotst North_America surface SON 17.26647 mlotst North_America surface DJF 42.232273 +mlotst North_America surface year 23.646612 mlotst Europe surface MAM 57.487724 mlotst Europe surface JJA 5.1848483 mlotst Europe surface SON 26.285662 mlotst Europe surface DJF 98.20367 +mlotst Europe surface year 46.64856 mlotst Africa surface MAM 18.285326 mlotst Africa surface JJA 25.444565 mlotst Africa surface SON 15.074205 mlotst Africa surface DJF 25.192373 +mlotst Africa surface year 20.82577 mlotst South_America surface MAM 13.819408 mlotst South_America surface JJA 19.817558 mlotst South_America surface SON 10.742181 mlotst South_America surface DJF 8.806108 +mlotst South_America surface year 13.296313 mlotst Oceania surface MAM 27.611462 mlotst Oceania surface JJA 82.413536 mlotst Oceania surface SON 40.591675 mlotst Oceania surface DJF 11.258797 +mlotst Oceania surface year 40.46887 mlotst Australia surface MAM 37.17335 mlotst Australia surface JJA 83.16017 mlotst Australia surface SON 59.474403 mlotst Australia surface DJF 18.257551 +mlotst Australia surface year 49.516365 mlotst Antarctica surface MAM 142.29742 mlotst Antarctica surface JJA 371.08737 mlotst Antarctica surface SON 429.8435 mlotst Antarctica surface DJF 13.937678 +mlotst Antarctica surface year 239.2915 mlotst glob surface MAM 28.011192 mlotst glob surface JJA 27.2526 mlotst glob surface SON 32.524605 mlotst glob surface DJF 20.626942 +mlotst glob surface year 25.809078 mlotst arctic surface MAM 60.31661 mlotst arctic surface JJA 2.7379262 mlotst arctic surface SON 11.168564 mlotst arctic surface DJF 45.506474 +mlotst arctic surface year 28.304415 mlotst northmid surface MAM 55.77648 mlotst northmid surface JJA 2.577246 mlotst northmid surface SON 7.1188436 mlotst northmid surface DJF 55.60711 +mlotst northmid surface year 28.94086 mlotst tropics surface MAM 9.527535 mlotst tropics surface JJA 13.28509 mlotst tropics surface SON 9.611612 mlotst tropics surface DJF 11.463256 +mlotst tropics surface year 9.654434 mlotst innertropics surface MAM 8.655979 mlotst innertropics surface JJA 10.4345255 mlotst innertropics surface SON 8.194712 mlotst innertropics surface DJF 10.099018 +mlotst innertropics surface year 7.569237 mlotst nino34 surface MAM 11.958415 mlotst nino34 surface JJA 22.325127 mlotst nino34 surface SON 8.335324 mlotst nino34 surface DJF 10.982818 +mlotst nino34 surface year 13.301113 mlotst southmid surface MAM 15.71479 mlotst southmid surface JJA 48.289936 mlotst southmid surface SON 54.06175 mlotst southmid surface DJF 6.0997057 +mlotst southmid surface year 29.773643 mlotst antarctic surface MAM 36.36908 mlotst antarctic surface JJA 98.88444 mlotst antarctic surface SON 132.9846 mlotst antarctic surface DJF 5.0967684 +mlotst antarctic surface year 67.84724 thetao Atlantic_Basin 10m MAM 1.061107 thetao Atlantic_Basin 10m JJA 0.9833074 thetao Atlantic_Basin 10m SON 0.8507694 thetao Atlantic_Basin 10m DJF 0.96867573 +thetao Atlantic_Basin 10m year 0.8970964 thetao Atlantic_Basin 100m MAM 1.3854305 thetao Atlantic_Basin 100m JJA 1.1593995 thetao Atlantic_Basin 100m SON 1.2221878 thetao Atlantic_Basin 100m DJF 1.2383298 +thetao Atlantic_Basin 100m year 1.22107 thetao Atlantic_Basin 1000m MAM 1.8203293 thetao Atlantic_Basin 1000m JJA 1.8225448 thetao Atlantic_Basin 1000m SON 1.8189642 thetao Atlantic_Basin 1000m DJF 1.8068573 +thetao Atlantic_Basin 1000m year 1.8167866 thetao Pacific_Basin 10m MAM 0.9751809 thetao Pacific_Basin 10m JJA 0.9783595 thetao Pacific_Basin 10m SON 0.96691704 thetao Pacific_Basin 10m DJF 0.9649624 +thetao Pacific_Basin 10m year 0.90363187 thetao Pacific_Basin 100m MAM 1.5387306 thetao Pacific_Basin 100m JJA 1.5628902 thetao Pacific_Basin 100m SON 1.6104112 thetao Pacific_Basin 100m DJF 1.5712326 +thetao Pacific_Basin 100m year 1.550578 thetao Pacific_Basin 1000m MAM 1.5851339 thetao Pacific_Basin 1000m JJA 1.5895541 thetao Pacific_Basin 1000m SON 1.5830841 thetao Pacific_Basin 1000m DJF 1.5856708 +thetao Pacific_Basin 1000m year 1.585861 thetao Indian_Basin 10m MAM 0.6690568 thetao Indian_Basin 10m JJA 0.7217891 thetao Indian_Basin 10m SON 0.87054104 thetao Indian_Basin 10m DJF 0.74830467 +thetao Indian_Basin 10m year 0.7006466 thetao Indian_Basin 100m MAM 1.3440348 thetao Indian_Basin 100m JJA 1.229822 thetao Indian_Basin 100m SON 1.4919528 thetao Indian_Basin 100m DJF 1.6160729 +thetao Indian_Basin 100m year 1.3850595 thetao Indian_Basin 1000m MAM 0.7983809 thetao Indian_Basin 1000m JJA 0.8122074 thetao Indian_Basin 1000m SON 0.82728875 thetao Indian_Basin 1000m DJF 0.81164116 +thetao Indian_Basin 1000m year 0.8096327 thetao Arctic_Basin 10m MAM 0.4416353 thetao Arctic_Basin 10m JJA 0.3629453 thetao Arctic_Basin 10m SON 0.26137355 thetao Arctic_Basin 10m DJF 0.4955638 +thetao Arctic_Basin 10m year 0.28494027 thetao Arctic_Basin 100m MAM 0.29331684 thetao Arctic_Basin 100m JJA 0.32473788 thetao Arctic_Basin 100m SON 0.33408943 thetao Arctic_Basin 100m DJF 0.35263002 +thetao Arctic_Basin 100m year 0.29812825 thetao Arctic_Basin 1000m MAM 1.889978 thetao Arctic_Basin 1000m JJA 1.9049163 thetao Arctic_Basin 1000m SON 1.8957026 thetao Arctic_Basin 1000m DJF 1.8862898 +thetao Arctic_Basin 1000m year 1.8942215 thetao Southern_Ocean_Basin 10m MAM 0.6945734 thetao Southern_Ocean_Basin 10m JJA 0.7239743 thetao Southern_Ocean_Basin 10m SON 0.6969489 thetao Southern_Ocean_Basin 10m DJF 0.77470636 +thetao Southern_Ocean_Basin 10m year 0.6253946 thetao Southern_Ocean_Basin 100m MAM 0.7796556 thetao Southern_Ocean_Basin 100m JJA 0.6950454 thetao Southern_Ocean_Basin 100m SON 0.71990526 thetao Southern_Ocean_Basin 100m DJF 0.7746686 +thetao Southern_Ocean_Basin 100m year 0.7105802 thetao Southern_Ocean_Basin 1000m MAM 0.4183447 thetao Southern_Ocean_Basin 1000m JJA 0.41096246 thetao Southern_Ocean_Basin 1000m SON 0.41287675 thetao Southern_Ocean_Basin 1000m DJF 0.41776052 +thetao Southern_Ocean_Basin 1000m year 0.4132789 thetao Mediterranean_Basin 10m MAM 0.68408173 thetao Mediterranean_Basin 10m JJA 1.948173 thetao Mediterranean_Basin 10m SON 2.0948734 thetao Mediterranean_Basin 10m DJF 0.75681895 +thetao Mediterranean_Basin 10m year 1.2882878 thetao Mediterranean_Basin 100m MAM 0.6179808 thetao Mediterranean_Basin 100m JJA 0.7362914 thetao Mediterranean_Basin 100m SON 1.0871805 thetao Mediterranean_Basin 100m DJF 0.8415876 +thetao Mediterranean_Basin 100m year 0.80266523 thetao Mediterranean_Basin 1000m MAM 1.1993455 thetao Mediterranean_Basin 1000m JJA 1.2038851 thetao Mediterranean_Basin 1000m SON 1.205436 thetao Mediterranean_Basin 1000m DJF 1.2003655 +thetao Mediterranean_Basin 1000m year 1.2022574 thetao Asia 10m MAM 0.8835312 thetao Asia 10m JJA 1.3111174 thetao Asia 10m SON 1.0191357 thetao Asia 10m DJF 1.2169831 +thetao Asia 10m year 0.8942949 thetao Asia 100m MAM 0.83392155 thetao Asia 100m JJA 1.0698051 thetao Asia 100m SON 1.5038877 thetao Asia 100m DJF 0.9253994 +thetao Asia 100m year 0.96742916 thetao Asia 1000m MAM 1.3419981 thetao Asia 1000m JJA 1.3622966 thetao Asia 1000m SON 1.3776968 thetao Asia 1000m DJF 1.3253045 +thetao Asia 1000m year 1.3518232 thetao North_America 10m MAM 1.498902 thetao North_America 10m JJA 1.569297 thetao North_America 10m SON 1.2127662 thetao North_America 10m DJF 1.6394494 +thetao North_America 10m year 1.23804 thetao North_America 100m MAM 1.7498641 thetao North_America 100m JJA 1.4702781 thetao North_America 100m SON 1.5164938 thetao North_America 100m DJF 1.6178552 +thetao North_America 100m year 1.5545067 thetao North_America 1000m MAM 1.9037373 thetao North_America 1000m JJA 1.995259 thetao North_America 1000m SON 1.9387159 thetao North_America 1000m DJF 1.925033 +thetao North_America 1000m year 1.9406878 thetao Europe 10m MAM 0.7537661 thetao Europe 10m JJA 1.5503083 thetao Europe 10m SON 1.1694646 thetao Europe 10m DJF 0.9481714 +thetao Europe 10m year 0.94591075 thetao Europe 100m MAM 0.6226702 thetao Europe 100m JJA 0.8084782 thetao Europe 100m SON 1.4155284 thetao Europe 100m DJF 0.79695374 +thetao Europe 100m year 0.8459555 thetao Europe 1000m MAM 1.1885465 thetao Europe 1000m JJA 1.1791521 thetao Europe 1000m SON 1.1749252 thetao Europe 1000m DJF 1.1673079 +thetao Europe 1000m year 1.1774877 thetao Africa 10m MAM 1.9607995 thetao Africa 10m JJA 1.5944691 thetao Africa 10m SON 1.6994805 thetao Africa 10m DJF 1.5174029 +thetao Africa 10m year 1.6610255 thetao Africa 100m MAM 2.0896971 thetao Africa 100m JJA 1.9381043 thetao Africa 100m SON 1.6207591 thetao Africa 100m DJF 2.574425 +thetao Africa 100m year 2.0136755 thetao Africa 1000m MAM 0.8859072 thetao Africa 1000m JJA 0.88936377 thetao Africa 1000m SON 0.94414234 thetao Africa 1000m DJF 0.9918318 +thetao Africa 1000m year 0.92781115 thetao South_America 10m MAM 1.1756666 thetao South_America 10m JJA 1.4493217 thetao South_America 10m SON 1.6260617 thetao South_America 10m DJF 1.246118 +thetao South_America 10m year 1.3170242 thetao South_America 100m MAM 1.3953223 thetao South_America 100m JJA 0.80182457 thetao South_America 100m SON 0.9638055 thetao South_America 100m DJF 1.6486775 +thetao South_America 100m year 1.2024037 thetao South_America 1000m MAM 1.0461854 thetao South_America 1000m JJA 1.2951818 thetao South_America 1000m SON 1.3613075 thetao South_America 1000m DJF 1.2610096 +thetao South_America 1000m year 1.2409248 thetao Oceania 10m MAM 1.5639944 thetao Oceania 10m JJA 1.7589049 thetao Oceania 10m SON 1.959733 thetao Oceania 10m DJF 1.5279207 +thetao Oceania 10m year 1.7026386 thetao Oceania 100m MAM 1.5308161 thetao Oceania 100m JJA 1.3813744 thetao Oceania 100m SON 1.440835 thetao Oceania 100m DJF 1.4184618 +thetao Oceania 100m year 1.4428754 thetao Oceania 1000m MAM 1.7222967 thetao Oceania 1000m JJA 1.7505975 thetao Oceania 1000m SON 1.8033037 thetao Oceania 1000m DJF 1.764996 +thetao Oceania 1000m year 1.7602911 thetao Australia 10m MAM 1.447817 thetao Australia 10m JJA 1.7876483 thetao Australia 10m SON 1.118888 thetao Australia 10m DJF 1.4101962 +thetao Australia 10m year 1.33451 thetao Australia 100m MAM 1.53655 thetao Australia 100m JJA 0.82714033 thetao Australia 100m SON 0.67297554 thetao Australia 100m DJF 0.8607106 +thetao Australia 100m year 0.9743495 thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 0.23489554 thetao Antarctica 10m JJA 0.25858524 thetao Antarctica 10m SON 0.15870841 thetao Antarctica 10m DJF 0.812558 +thetao Antarctica 10m year 0.279909 thetao Antarctica 100m MAM 0.6631744 thetao Antarctica 100m JJA 0.6267421 thetao Antarctica 100m SON 0.2601599 thetao Antarctica 100m DJF 0.29294002 +thetao Antarctica 100m year 0.46075028 thetao Antarctica 1000m MAM 0.32303715 thetao Antarctica 1000m JJA 0.23063207 thetao Antarctica 1000m SON 0.26529217 thetao Antarctica 1000m DJF 0.35740995 +thetao Antarctica 1000m year 0.29407763 thetao glob 10m MAM 0.8297397 thetao glob 10m JJA 0.8289319 thetao glob 10m SON 0.79413164 thetao glob 10m DJF 0.8471564 +thetao glob 10m year 0.7446261 thetao glob 100m MAM 1.1458502 thetao glob 100m JJA 1.0795451 thetao glob 100m SON 1.1461565 thetao glob 100m DJF 1.1638247 +thetao glob 100m year 1.105967 thetao glob 1000m MAM 1.2243209 thetao glob 1000m JJA 1.226932 thetao glob 1000m SON 1.2255331 thetao glob 1000m DJF 1.2233815 +thetao glob 1000m year 1.2241789 thetao arctic 10m MAM 0.6642967 thetao arctic 10m JJA 0.515334 thetao arctic 10m SON 0.37559626 thetao arctic 10m DJF 0.63822085 +thetao arctic 10m year 0.4297907 thetao arctic 100m MAM 0.57610464 thetao arctic 100m JJA 0.4339575 thetao arctic 100m SON 0.40751725 thetao arctic 100m DJF 0.44377384 +thetao arctic 100m year 0.4285647 thetao arctic 1000m MAM 2.015589 thetao arctic 1000m JJA 2.0306077 thetao arctic 1000m SON 2.024558 thetao arctic 1000m DJF 2.0153189 +thetao arctic 1000m year 2.0211205 thetao northmid 10m MAM 1.4817694 thetao northmid 10m JJA 1.5101398 thetao northmid 10m SON 1.3060716 thetao northmid 10m DJF 1.416228 +thetao northmid 10m year 1.3605384 thetao northmid 100m MAM 1.4555511 thetao northmid 100m JJA 1.5163624 thetao northmid 100m SON 1.638115 thetao northmid 100m DJF 1.5465223 +thetao northmid 100m year 1.516847 thetao northmid 1000m MAM 1.5094007 thetao northmid 1000m JJA 1.5127572 thetao northmid 1000m SON 1.5096141 thetao northmid 1000m DJF 1.512541 +thetao northmid 1000m year 1.5108496 thetao tropics 10m MAM 0.71929127 thetao tropics 10m JJA 0.7351636 thetao tropics 10m SON 0.77866876 thetao tropics 10m DJF 0.7351879 +thetao tropics 10m year 0.6714192 thetao tropics 100m MAM 1.529423 thetao tropics 100m JJA 1.4905701 thetao tropics 100m SON 1.6123543 thetao tropics 100m DJF 1.6242326 +thetao tropics 100m year 1.5369142 thetao tropics 1000m MAM 1.4688203 thetao tropics 1000m JJA 1.4783823 thetao tropics 1000m SON 1.4763687 thetao tropics 1000m DJF 1.4713217 +thetao tropics 1000m year 1.4729906 thetao innertropics 10m MAM 0.5701282 thetao innertropics 10m JJA 0.60715145 thetao innertropics 10m SON 0.6589036 thetao innertropics 10m DJF 0.6885559 +thetao innertropics 10m year 0.52728575 thetao innertropics 100m MAM 1.9040754 thetao innertropics 100m JJA 1.884406 thetao innertropics 100m SON 2.050145 thetao innertropics 100m DJF 2.0603845 +thetao innertropics 100m year 1.9357955 thetao innertropics 1000m MAM 1.2298125 thetao innertropics 1000m JJA 1.2371678 thetao innertropics 1000m SON 1.2426884 thetao innertropics 1000m DJF 1.2360299 +thetao innertropics 1000m year 1.2352792 thetao nino34 10m MAM 0.42651653 thetao nino34 10m JJA 0.4144039 thetao nino34 10m SON 0.23977943 thetao nino34 10m DJF 0.9411755 +thetao nino34 10m year 0.21541294 thetao nino34 100m MAM 1.6599442 thetao nino34 100m JJA 1.8819044 thetao nino34 100m SON 1.105274 thetao nino34 100m DJF 1.7167027 +thetao nino34 100m year 1.5740029 thetao nino34 1000m MAM 1.1585803 thetao nino34 1000m JJA 1.1248281 thetao nino34 1000m SON 1.1697762 thetao nino34 1000m DJF 1.1332214 +thetao nino34 1000m year 1.1466011 thetao southmid 10m MAM 0.90510076 thetao southmid 10m JJA 0.93182147 thetao southmid 10m SON 0.96273404 thetao southmid 10m DJF 0.97464365 +thetao southmid 10m year 0.89843607 thetao southmid 100m MAM 1.0201274 thetao southmid 100m JJA 0.8749485 thetao southmid 100m SON 0.8981698 thetao southmid 100m DJF 0.97614926 +thetao southmid 100m year 0.92373663 thetao southmid 1000m MAM 0.68569213 thetao southmid 1000m JJA 0.67521507 thetao southmid 1000m SON 0.6741072 thetao southmid 1000m DJF 0.67390484 +thetao southmid 1000m year 0.67565364 thetao antarctic 10m MAM 0.40058073 thetao antarctic 10m JJA 0.47912192 thetao antarctic 10m SON 0.38128847 thetao antarctic 10m DJF 0.46013123 +thetao antarctic 10m year 0.2650587 thetao antarctic 100m MAM 0.44704685 thetao antarctic 100m JJA 0.40551904 thetao antarctic 100m SON 0.44094107 thetao antarctic 100m DJF 0.45535213 +thetao antarctic 100m year 0.38109037 thetao antarctic 1000m MAM 0.34456104 thetao antarctic 1000m JJA 0.33777708 thetao antarctic 1000m SON 0.35242465 thetao antarctic 1000m DJF 0.3544536 +thetao antarctic 1000m year 0.34616855 so Atlantic_Basin 10m MAM 0.5055301 so Atlantic_Basin 10m JJA 0.5317264 so Atlantic_Basin 10m SON 0.53006744 so Atlantic_Basin 10m DJF 0.5195161 +so Atlantic_Basin 10m year 0.484667 so Atlantic_Basin 100m MAM 0.34532517 so Atlantic_Basin 100m JJA 0.34192973 so Atlantic_Basin 100m SON 0.33072388 so Atlantic_Basin 100m DJF 0.33936703 +so Atlantic_Basin 100m year 0.33565924 so Atlantic_Basin 1000m MAM 0.2787026 so Atlantic_Basin 1000m JJA 0.27767769 so Atlantic_Basin 1000m SON 0.2777057 so Atlantic_Basin 1000m DJF 0.2776947 +so Atlantic_Basin 1000m year 0.27791312 so Pacific_Basin 10m MAM 0.5349668 so Pacific_Basin 10m JJA 0.5164913 so Pacific_Basin 10m SON 0.49315885 so Pacific_Basin 10m DJF 0.51257765 +so Pacific_Basin 10m year 0.50897044 so Pacific_Basin 100m MAM 0.43190682 so Pacific_Basin 100m JJA 0.44575182 so Pacific_Basin 100m SON 0.44991025 so Pacific_Basin 100m DJF 0.45287272 +so Pacific_Basin 100m year 0.44314286 so Pacific_Basin 1000m MAM 0.073772155 so Pacific_Basin 1000m JJA 0.07379182 so Pacific_Basin 1000m SON 0.07354409 so Pacific_Basin 1000m DJF 0.074273795 +so Pacific_Basin 1000m year 0.07369571 so Indian_Basin 10m MAM 0.5289052 so Indian_Basin 10m JJA 0.47170317 so Indian_Basin 10m SON 0.50869966 so Indian_Basin 10m DJF 0.5468725 +so Indian_Basin 10m year 0.50256956 so Indian_Basin 100m MAM 0.38251218 so Indian_Basin 100m JJA 0.4025344 so Indian_Basin 100m SON 0.39109543 so Indian_Basin 100m DJF 0.388403 +so Indian_Basin 100m year 0.39052355 so Indian_Basin 1000m MAM 0.13673636 so Indian_Basin 1000m JJA 0.13748915 so Indian_Basin 1000m SON 0.13676961 so Indian_Basin 1000m DJF 0.13591976 +so Indian_Basin 1000m year 0.1366731 so Arctic_Basin 10m MAM 1.5630553 so Arctic_Basin 10m JJA 1.6040246 so Arctic_Basin 10m SON 1.5048243 so Arctic_Basin 10m DJF 1.7614049 +so Arctic_Basin 10m year 1.5695976 so Arctic_Basin 100m MAM 0.6822924 so Arctic_Basin 100m JJA 0.7002407 so Arctic_Basin 100m SON 0.7467453 so Arctic_Basin 100m DJF 0.6828687 +so Arctic_Basin 100m year 0.70141834 so Arctic_Basin 1000m MAM 0.019952418 so Arctic_Basin 1000m JJA 0.017895857 so Arctic_Basin 1000m SON 0.01701189 so Arctic_Basin 1000m DJF 0.022497343 +so Arctic_Basin 1000m year 0.018715853 so Southern_Ocean_Basin 10m MAM 0.18979432 so Southern_Ocean_Basin 10m JJA 0.1650991 so Southern_Ocean_Basin 10m SON 0.16021748 so Southern_Ocean_Basin 10m DJF 0.17958388 +so Southern_Ocean_Basin 10m year 0.16316873 so Southern_Ocean_Basin 100m MAM 0.16348138 so Southern_Ocean_Basin 100m JJA 0.16291244 so Southern_Ocean_Basin 100m SON 0.17615767 so Southern_Ocean_Basin 100m DJF 0.16790242 +so Southern_Ocean_Basin 100m year 0.16245495 so Southern_Ocean_Basin 1000m MAM 0.095478185 so Southern_Ocean_Basin 1000m JJA 0.094343975 so Southern_Ocean_Basin 1000m SON 0.09358604 so Southern_Ocean_Basin 1000m DJF 0.09311131 +so Southern_Ocean_Basin 1000m year 0.09397722 so Mediterranean_Basin 10m MAM 0.53203535 so Mediterranean_Basin 10m JJA 0.55577725 so Mediterranean_Basin 10m SON 0.5513048 so Mediterranean_Basin 10m DJF 0.51453215 +so Mediterranean_Basin 10m year 0.53704524 so Mediterranean_Basin 100m MAM 0.60441166 so Mediterranean_Basin 100m JJA 0.6042991 so Mediterranean_Basin 100m SON 0.6383098 so Mediterranean_Basin 100m DJF 0.61116177 +so Mediterranean_Basin 100m year 0.6141711 so Mediterranean_Basin 1000m MAM 0.5965051 so Mediterranean_Basin 1000m JJA 0.60477555 so Mediterranean_Basin 1000m SON 0.5951039 so Mediterranean_Basin 1000m DJF 0.59209603 +so Mediterranean_Basin 1000m year 0.5971202 so Asia 10m MAM 1.3459045 so Asia 10m JJA 1.3071834 so Asia 10m SON 1.4076513 so Asia 10m DJF 1.2957644 +so Asia 10m year 1.2407929 so Asia 100m MAM 0.6385994 so Asia 100m JJA 0.58684397 so Asia 100m SON 0.6512995 so Asia 100m DJF 0.6565993 +so Asia 100m year 0.6333356 so Asia 1000m MAM 0.15240717 so Asia 1000m JJA 0.15024614 so Asia 1000m SON 0.14513111 so Asia 1000m DJF 0.14501953 +so Asia 1000m year 0.14820051 so North_America 10m MAM 1.0997827 so North_America 10m JJA 1.1796523 so North_America 10m SON 1.2042443 so North_America 10m DJF 1.2598139 +so North_America 10m year 1.1294451 so North_America 100m MAM 0.33525062 so North_America 100m JJA 0.4023496 so North_America 100m SON 0.40345913 so North_America 100m DJF 0.3712499 +so North_America 100m year 0.3750809 so North_America 1000m MAM 0.24000931 so North_America 1000m JJA 0.24159698 so North_America 1000m SON 0.23929138 so North_America 1000m DJF 0.24003601 +so North_America 1000m year 0.24023286 so Europe 10m MAM 0.91399306 so Europe 10m JJA 1.0328671 so Europe 10m SON 1.0367517 so Europe 10m DJF 0.837356 +so Europe 10m year 0.9432297 so Europe 100m MAM 0.52134544 so Europe 100m JJA 0.5340729 so Europe 100m SON 0.5650504 so Europe 100m DJF 0.5331767 +so Europe 100m year 0.53841126 so Europe 1000m MAM 0.6073697 so Europe 1000m JJA 0.6137174 so Europe 1000m SON 0.6059138 so Europe 1000m DJF 0.60321933 +so Europe 1000m year 0.6075554 so Africa 10m MAM 0.7330275 so Africa 10m JJA 0.57196265 so Africa 10m SON 0.65119183 so Africa 10m DJF 0.814182 +so Africa 10m year 0.6797444 so Africa 100m MAM 0.3302258 so Africa 100m JJA 0.3218144 so Africa 100m SON 0.2874538 so Africa 100m DJF 0.30997413 +so Africa 100m year 0.31200027 so Africa 1000m MAM 0.020008087 so Africa 1000m JJA 0.0058288574 so Africa 1000m SON 0.008266449 so Africa 1000m DJF 0.030891418 +so Africa 1000m year 0.016246796 so South_America 10m MAM 0.2486374 so South_America 10m JJA 0.3035038 so South_America 10m SON 0.32374495 so South_America 10m DJF 0.26050758 +so South_America 10m year 0.25631064 so South_America 100m MAM 0.23708852 so South_America 100m JJA 0.21301205 so South_America 100m SON 0.23567581 so South_America 100m DJF 0.27235284 +so South_America 100m year 0.23932202 so South_America 1000m MAM 0.011341095 so South_America 1000m JJA 0.030889511 so South_America 1000m SON 0.026477814 so South_America 1000m DJF 0.01576233 +so South_America 1000m year 0.02111721 so Oceania 10m MAM 0.5343704 so Oceania 10m JJA 0.46516418 so Oceania 10m SON 0.47535706 so Oceania 10m DJF 0.602911 +so Oceania 10m year 0.51944923 so Oceania 100m MAM 0.2884617 so Oceania 100m JJA 0.31482697 so Oceania 100m SON 0.30168533 so Oceania 100m DJF 0.3107357 +so Oceania 100m year 0.30392838 so Oceania 1000m MAM 0.11842346 so Oceania 1000m JJA 0.12309265 so Oceania 1000m SON 0.12696457 so Oceania 1000m DJF 0.12310791 +so Oceania 1000m year 0.1228981 so Australia 10m MAM 0.72377896 so Australia 10m JJA 0.6957204 so Australia 10m SON 0.65534854 so Australia 10m DJF 0.7198322 +so Australia 10m year 0.69867 so Australia 100m MAM 0.60609627 so Australia 100m JJA 0.62709427 so Australia 100m SON 0.587986 so Australia 100m DJF 0.55922127 +so Australia 100m year 0.5951004 so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.36294428 so Antarctica 10m JJA 0.40249634 so Antarctica 10m SON 0.34353256 so Antarctica 10m DJF 0.3467013 +so Antarctica 10m year 0.3639183 so Antarctica 100m MAM 0.29904366 so Antarctica 100m JJA 0.32141304 so Antarctica 100m SON 0.30399513 so Antarctica 100m DJF 0.28225517 +so Antarctica 100m year 0.3016777 so Antarctica 1000m MAM 0.1354866 so Antarctica 1000m JJA 0.1566925 so Antarctica 1000m SON 0.14685059 so Antarctica 1000m DJF 0.12804031 +so Antarctica 1000m year 0.1417656 so glob 10m MAM 0.5644062 so glob 10m JJA 0.55613136 so glob 10m SON 0.5404005 so glob 10m DJF 0.5819995 +so glob 10m year 0.543203 so glob 100m MAM 0.36789632 so glob 100m JJA 0.37533864 so glob 100m SON 0.3821883 so glob 100m DJF 0.37568367 +so glob 100m year 0.37230608 so glob 1000m MAM 0.12445059 so glob 1000m JJA 0.12390365 so glob 1000m SON 0.12338695 so glob 1000m DJF 0.123854116 +so glob 1000m year 0.12373978 so arctic 10m MAM 1.3744402 so arctic 10m JJA 1.4256253 so arctic 10m SON 1.3667878 so arctic 10m DJF 1.5674125 +so arctic 10m year 1.3938339 so arctic 100m MAM 0.5929627 so arctic 100m JJA 0.5995174 so arctic 100m SON 0.6328127 so arctic 100m DJF 0.5916826 +so arctic 100m year 0.60143214 so arctic 1000m MAM 0.042072523 so arctic 1000m JJA 0.040535558 so arctic 1000m SON 0.040024858 so arctic 1000m DJF 0.04437148 +so arctic 1000m year 0.041214667 so northmid 10m MAM 0.47230747 so northmid 10m JJA 0.5101828 so northmid 10m SON 0.533471 so northmid 10m DJF 0.4887086 +so northmid 10m year 0.49083832 so northmid 100m MAM 0.3733026 so northmid 100m JJA 0.37480426 so northmid 100m SON 0.37795502 so northmid 100m DJF 0.36810932 +so northmid 100m year 0.36955404 so northmid 1000m MAM 0.18164743 so northmid 1000m JJA 0.1820111 so northmid 1000m SON 0.18141189 so northmid 1000m DJF 0.18158086 +so northmid 1000m year 0.18160865 so tropics 10m MAM 0.57465905 so tropics 10m JJA 0.5403654 so tropics 10m SON 0.5200725 so tropics 10m DJF 0.5500495 +so tropics 10m year 0.52774477 so tropics 100m MAM 0.44364148 so tropics 100m JJA 0.45892397 so tropics 100m SON 0.45957562 so tropics 100m DJF 0.46411547 +so tropics 100m year 0.4551721 so tropics 1000m MAM 0.13722618 so tropics 1000m JJA 0.13740171 so tropics 1000m SON 0.13678585 so tropics 1000m DJF 0.13743503 +so tropics 1000m year 0.13707343 so innertropics 10m MAM 0.56767094 so innertropics 10m JJA 0.5067153 so innertropics 10m SON 0.5018517 so innertropics 10m DJF 0.53611463 +so innertropics 10m year 0.4974884 so innertropics 100m MAM 0.42394486 so innertropics 100m JJA 0.43139836 so innertropics 100m SON 0.4373969 so innertropics 100m DJF 0.44919336 +so innertropics 100m year 0.4344923 so innertropics 1000m MAM 0.11790277 so innertropics 1000m JJA 0.11815028 so innertropics 1000m SON 0.1170937 so innertropics 1000m DJF 0.11781458 +so innertropics 1000m year 0.11759282 so nino34 10m MAM 0.577018 so nino34 10m JJA 0.58462006 so nino34 10m SON 0.628313 so nino34 10m DJF 0.59761083 +so nino34 10m year 0.5968904 so nino34 100m MAM 0.48383066 so nino34 100m JJA 0.49070916 so nino34 100m SON 0.49854216 so nino34 100m DJF 0.5219316 +so nino34 100m year 0.49875334 so nino34 1000m MAM 0.006610934 so nino34 1000m JJA 0.008828163 so nino34 1000m SON 0.006491725 so nino34 1000m DJF 0.0064465525 +so nino34 1000m year 0.0065771737 so southmid 10m MAM 0.24038152 so southmid 10m JJA 0.22715637 so southmid 10m SON 0.21774173 so southmid 10m DJF 0.2289266 +so southmid 10m year 0.22473249 so southmid 100m MAM 0.21149896 so southmid 100m JJA 0.20710324 so southmid 100m SON 0.20544414 so southmid 100m DJF 0.20730585 +so southmid 100m year 0.20320396 so southmid 1000m MAM 0.10205082 so southmid 1000m JJA 0.10005595 so southmid 1000m SON 0.100105815 so southmid 1000m DJF 0.09989942 +so southmid 1000m year 0.10036161 so antarctic 10m MAM 0.19092551 so antarctic 10m JJA 0.13534187 so antarctic 10m SON 0.12512672 so antarctic 10m DJF 0.17368343 +so antarctic 10m year 0.13227925 so antarctic 100m MAM 0.1628944 so antarctic 100m JJA 0.17962946 so antarctic 100m SON 0.20602533 so antarctic 100m DJF 0.18449152 +so antarctic 100m year 0.17981042 so antarctic 1000m MAM 0.12682375 so antarctic 1000m JJA 0.12685648 so antarctic 1000m SON 0.12523217 so antarctic 1000m DJF 0.12381111 +so antarctic 1000m year 0.12568079 diff --git a/eval/ERA5/NESM3.csv b/eval/ERA5/NESM3.csv index c48952b..4c97cfd 100644 --- a/eval/ERA5/NESM3.csv +++ b/eval/ERA5/NESM3.csv @@ -3,1583 +3,1979 @@ siconc Atlantic_Basin surface MAM 26.878794294572295 siconc Atlantic_Basin surface JJA 15.531639814971566 siconc Atlantic_Basin surface SON 17.727097323812416 siconc Atlantic_Basin surface DJF 22.924608667048794 +siconc Atlantic_Basin surface year 17.53493955163189 siconc Pacific_Basin surface MAM 46.98549860359049 siconc Pacific_Basin surface JJA 12.079907750349777 siconc Pacific_Basin surface SON 3.2277537230803413 siconc Pacific_Basin surface DJF 30.552403156251692 +siconc Pacific_Basin surface year 16.23465315940998 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 5.378401918878086 siconc Arctic_Basin surface JJA 10.304543249743627 siconc Arctic_Basin surface SON 6.047661347912188 siconc Arctic_Basin surface DJF 5.579893138668941 +siconc Arctic_Basin surface year 4.762871061888798 siconc Southern_Ocean_Basin surface MAM 25.039472124449855 siconc Southern_Ocean_Basin surface JJA 15.171961970762469 siconc Southern_Ocean_Basin surface SON 15.135734019948329 siconc Southern_Ocean_Basin surface DJF 19.860757933093637 +siconc Southern_Ocean_Basin surface year 15.22536909062097 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 23.649273452758784 siconc Asia surface JJA 1.8930162048339838 siconc Asia surface SON 13.466328506469726 siconc Asia surface DJF 32.30646377563477 +siconc Asia surface year 20.589771270751953 siconc North_America surface MAM 13.370359802246085 siconc North_America surface JJA 13.46432876586914 siconc North_America surface SON 21.51358123779297 siconc North_America surface DJF 7.426288452148441 +siconc North_America surface year 3.18935180664063 siconc Europe surface MAM 2.37 siconc Europe surface JJA nan siconc Europe surface SON 1.32 siconc Europe surface DJF 9.05 +siconc Europe surface year 4.25 siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 5.3967780278529975 siconc Antarctica surface JJA 26.852686920166015 siconc Antarctica surface SON 26.66947082519531 siconc Antarctica surface DJF 0.5438033723831177 +siconc Antarctica surface year 12.169795150756835 siconc glob surface MAM 16.849356424121485 siconc glob surface JJA 12.955251566104776 siconc glob surface SON 11.19476990262714 siconc glob surface DJF 14.177505593098374 +siconc glob surface year 11.173812588057933 siconc arctic surface MAM 9.084178575099521 siconc arctic surface JJA 11.08186350080426 siconc arctic surface SON 7.78307609531735 siconc arctic surface DJF 8.787100983681597 +siconc arctic surface year 7.20140076393821 siconc northmid surface MAM 36.22082798559054 siconc northmid surface JJA 12.320894939632488 siconc northmid surface SON 5.00915103930888 siconc northmid surface DJF 23.284062453390437 +siconc northmid surface year 13.501600752479934 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.173696530884923 siconc southmid surface JJA 12.784160572037472 siconc southmid surface SON 17.93497839764651 siconc southmid surface DJF 6.429810681608337 +siconc southmid surface year 10.31025612866488 siconc antarctic surface MAM 26.58708401870444 siconc antarctic surface JJA 14.598722454979079 siconc antarctic surface SON 12.613456558038246 siconc antarctic surface DJF 21.93305666602886 +siconc antarctic surface year 16.207685324165734 tas Atlantic_Basin surface MAM 2.4960313 tas Atlantic_Basin surface JJA 1.333008 tas Atlantic_Basin surface SON 1.2727201 tas Atlantic_Basin surface DJF 2.6320364 +tas Atlantic_Basin surface year 1.6313171 tas Pacific_Basin surface MAM 1.3582103 tas Pacific_Basin surface JJA 0.89199543 tas Pacific_Basin surface SON 0.8256041 tas Pacific_Basin surface DJF 1.5980823 +tas Pacific_Basin surface year 0.9217513 tas Indian_Basin surface MAM 1.2996392 tas Indian_Basin surface JJA 0.5142312 tas Indian_Basin surface SON 0.5002153 tas Indian_Basin surface DJF 1.339337 +tas Indian_Basin surface year 0.7752533 tas Arctic_Basin surface MAM 6.3125825 tas Arctic_Basin surface JJA 1.3453493 tas Arctic_Basin surface SON 1.4496624 tas Arctic_Basin surface DJF 5.9692025 +tas Arctic_Basin surface year 3.2071588 tas Southern_Ocean_Basin surface MAM 2.2234738 tas Southern_Ocean_Basin surface JJA 1.7500885 tas Southern_Ocean_Basin surface SON 1.47072 tas Southern_Ocean_Basin surface DJF 0.9967238 +tas Southern_Ocean_Basin surface year 1.4719129 tas Mediterranean_Basin surface MAM 1.5364369 tas Mediterranean_Basin surface JJA 1.2091421 tas Mediterranean_Basin surface SON 0.8105474 tas Mediterranean_Basin surface DJF 2.527039 +tas Mediterranean_Basin surface year 0.93581533 tas Asia surface MAM 3.4005005 tas Asia surface JJA 2.2654922 tas Asia surface SON 1.8357043 tas Asia surface DJF 2.3929927 +tas Asia surface year 1.8654411 tas North_America surface MAM 2.4725478 tas North_America surface JJA 2.0234628 tas North_America surface SON 2.1125867 tas North_America surface DJF 2.758159 +tas North_America surface year 1.9706124 tas Europe surface MAM 3.079827 tas Europe surface JJA 1.5650798 tas Europe surface SON 1.3596627 tas Europe surface DJF 1.6579677 +tas Europe surface year 1.7486771 tas Africa surface MAM 1.3930095 tas Africa surface JJA 1.6576846 tas Africa surface SON 1.4062364 tas Africa surface DJF 2.0244715 +tas Africa surface year 1.2248664 tas South_America surface MAM 2.220156 tas South_America surface JJA 2.3299696 tas South_America surface SON 1.8972095 tas South_America surface DJF 2.2367673 +tas South_America surface year 1.9923527 tas Oceania surface MAM 3.7816606 tas Oceania surface JJA 3.3494346 tas Oceania surface SON 1.91343 tas Oceania surface DJF 2.9164956 +tas Oceania surface year 2.8756492 tas Australia surface MAM 1.7564476 tas Australia surface JJA 1.3086473 tas Australia surface SON 1.4100161 tas Australia surface DJF 2.1475866 +tas Australia surface year 1.4887702 tas Antarctica surface MAM 1.8241647 tas Antarctica surface JJA 3.2906544 tas Antarctica surface SON 3.823907 tas Antarctica surface DJF 1.5310419 +tas Antarctica surface year 2.3541546 tas glob surface MAM 2.4165385 tas glob surface JJA 1.5879847 tas glob surface SON 1.49636 tas glob surface DJF 2.117741 +tas glob surface year 1.6080753 tas arctic surface MAM 5.297489 tas arctic surface JJA 1.7433965 tas arctic surface SON 1.7800013 tas arctic surface DJF 4.957073 +tas arctic surface year 2.8433452 tas northmid surface MAM 2.4879375 tas northmid surface JJA 1.6861101 tas northmid surface SON 1.5497673 tas northmid surface DJF 2.2115886 +tas northmid surface year 1.6620007 tas tropics surface MAM 1.2470125 tas tropics surface JJA 1.1030171 tas tropics surface SON 0.909875 tas tropics surface DJF 1.4504321 +tas tropics surface year 0.95082057 tas innertropics surface MAM 1.0140516 tas innertropics surface JJA 0.99805886 tas innertropics surface SON 0.80700195 tas innertropics surface DJF 1.1107537 +tas innertropics surface year 0.83871317 tas nino34 surface MAM 0.76115674 tas nino34 surface JJA 0.8523102 tas nino34 surface SON 0.6319606 tas nino34 surface DJF 0.41317698 +tas nino34 surface year 0.5408638 tas southmid surface MAM 1.4262105 tas southmid surface JJA 0.87010396 tas southmid surface SON 0.9284066 tas southmid surface DJF 1.4934006 +tas southmid surface year 1.0349089 tas antarctic surface MAM 2.9113252 tas antarctic surface JJA 3.070246 tas antarctic surface SON 2.9542706 tas antarctic surface DJF 1.2028513 +tas antarctic surface year 2.2659888 clt Atlantic_Basin surface MAM 12.2735615 clt Atlantic_Basin surface JJA 12.409416 clt Atlantic_Basin surface SON 10.485773 clt Atlantic_Basin surface DJF 15.960044 +clt Atlantic_Basin surface year 10.027366 clt Pacific_Basin surface MAM 12.552023 clt Pacific_Basin surface JJA 11.886681 clt Pacific_Basin surface SON 12.143239 clt Pacific_Basin surface DJF 13.5911455 +clt Pacific_Basin surface year 10.145592 clt Indian_Basin surface MAM 12.713306 clt Indian_Basin surface JJA 21.171928 clt Indian_Basin surface SON 18.251202 clt Indian_Basin surface DJF 12.311412 +clt Indian_Basin surface year 13.779402 clt Arctic_Basin surface MAM 13.190453 clt Arctic_Basin surface JJA 10.912984 clt Arctic_Basin surface SON 15.400676 clt Arctic_Basin surface DJF 13.062832 +clt Arctic_Basin surface year 12.533242 clt Southern_Ocean_Basin surface MAM 7.56672 clt Southern_Ocean_Basin surface JJA 6.6542635 clt Southern_Ocean_Basin surface SON 5.7560053 clt Southern_Ocean_Basin surface DJF 5.6313334 +clt Southern_Ocean_Basin surface year 5.38359 clt Mediterranean_Basin surface MAM 12.411924 clt Mediterranean_Basin surface JJA 8.979472 clt Mediterranean_Basin surface SON 11.454745 clt Mediterranean_Basin surface DJF 13.811098 +clt Mediterranean_Basin surface year 11.593802 clt Asia surface MAM 12.098659 clt Asia surface JJA 7.6454597 clt Asia surface SON 8.438101 clt Asia surface DJF 13.496964 +clt Asia surface year 8.666975 clt North_America surface MAM 11.197801 clt North_America surface JJA 7.449751 clt North_America surface SON 8.501564 clt North_America surface DJF 10.328049 +clt North_America surface year 7.760473 clt Europe surface MAM 11.208907 clt Europe surface JJA 8.211273 clt Europe surface SON 7.4578414 clt Europe surface DJF 8.441911 +clt Europe surface year 7.11109 clt Africa surface MAM 8.900232 clt Africa surface JJA 8.214627 clt Africa surface SON 8.49619 clt Africa surface DJF 9.309535 +clt Africa surface year 6.5317855 clt South_America surface MAM 12.585346 clt South_America surface JJA 9.279978 clt South_America surface SON 9.058467 clt South_America surface DJF 15.178019 +clt South_America surface year 10.361965 clt Oceania surface MAM 5.6305423 clt Oceania surface JJA 11.431049 clt Oceania surface SON 8.1806555 clt Oceania surface DJF 8.3694725 +clt Oceania surface year 6.135017 clt Australia surface MAM 12.319794 clt Australia surface JJA 9.381993 clt Australia surface SON 7.7238755 clt Australia surface DJF 9.67566 +clt Australia surface year 6.626549 clt Antarctica surface MAM 37.692677 clt Antarctica surface JJA 36.643246 clt Antarctica surface SON 26.815453 clt Antarctica surface DJF 20.425901 +clt Antarctica surface year 28.690603 clt glob surface MAM 13.39379 clt glob surface JJA 12.537029 clt glob surface SON 11.704036 clt glob surface DJF 12.493161 +clt glob surface year 10.748397 clt arctic surface MAM 13.625186 clt arctic surface JJA 9.313101 clt arctic surface SON 12.994836 clt arctic surface DJF 13.010383 +clt arctic surface year 11.353718 clt northmid surface MAM 7.746225 clt northmid surface JJA 7.8377447 clt northmid surface SON 7.7091746 clt northmid surface DJF 9.389718 +clt northmid surface year 6.6158195 clt tropics surface MAM 12.553563 clt tropics surface JJA 13.824019 clt tropics surface SON 11.572575 clt tropics surface DJF 14.244197 +clt tropics surface year 9.867227 clt innertropics surface MAM 12.598627 clt innertropics surface JJA 10.844232 clt innertropics surface SON 9.300743 clt innertropics surface DJF 13.32967 +clt innertropics surface year 8.052914 clt nino34 surface MAM 16.622108 clt nino34 surface JJA 7.7813873 clt nino34 surface SON 4.1105556 clt nino34 surface DJF 11.66334 +clt nino34 surface year 8.743682 clt southmid surface MAM 10.788395 clt southmid surface JJA 7.4732456 clt southmid surface SON 9.748636 clt southmid surface DJF 10.258433 +clt southmid surface year 9.227503 clt antarctic surface MAM 23.843567 clt antarctic surface JJA 23.497232 clt antarctic surface SON 16.974352 clt antarctic surface DJF 14.276034 +clt antarctic surface year 18.028482 pr Atlantic_Basin surface MAM 1.2629888e-05 pr Atlantic_Basin surface JJA 7.930934e-06 pr Atlantic_Basin surface SON 9.055295e-06 pr Atlantic_Basin surface DJF 1.685763e-05 +pr Atlantic_Basin surface year 8.74314e-06 pr Pacific_Basin surface MAM 1.7424292e-05 pr Pacific_Basin surface JJA 1.6951804e-05 pr Pacific_Basin surface SON 1.2213978e-05 pr Pacific_Basin surface DJF 1.5795787e-05 +pr Pacific_Basin surface year 1.2454924e-05 pr Indian_Basin surface MAM 7.790861e-06 pr Indian_Basin surface JJA 1.358862e-05 pr Indian_Basin surface SON 1.3946978e-05 pr Indian_Basin surface DJF 1.3877954e-05 +pr Indian_Basin surface year 7.649741e-06 pr Arctic_Basin surface MAM 1.995388e-06 pr Arctic_Basin surface JJA 3.3285914e-06 pr Arctic_Basin surface SON 2.1333908e-06 pr Arctic_Basin surface DJF 1.6882595e-06 +pr Arctic_Basin surface year 1.9651104e-06 pr Southern_Ocean_Basin surface MAM 5.209197e-06 pr Southern_Ocean_Basin surface JJA 6.0649854e-06 pr Southern_Ocean_Basin surface SON 5.1097827e-06 pr Southern_Ocean_Basin surface DJF 3.942369e-06 +pr Southern_Ocean_Basin surface year 3.9462097e-06 pr Mediterranean_Basin surface MAM 8.698905e-06 pr Mediterranean_Basin surface JJA 5.0041067e-06 pr Mediterranean_Basin surface SON 1.0302839e-05 pr Mediterranean_Basin surface DJF 1.0045517e-05 +pr Mediterranean_Basin surface year 8.484876e-06 pr Asia surface MAM 8.4059375e-06 pr Asia surface JJA 1.0593541e-05 pr Asia surface SON 5.665778e-06 pr Asia surface DJF 5.384785e-06 +pr Asia surface year 6.004353e-06 pr North_America surface MAM 7.4915697e-06 pr North_America surface JJA 9.16932e-06 pr North_America surface SON 6.701773e-06 pr North_America surface DJF 6.2849167e-06 +pr North_America surface year 6.4632577e-06 pr Europe surface MAM 5.011044e-06 pr Europe surface JJA 6.528835e-06 pr Europe surface SON 5.564667e-06 pr Europe surface DJF 7.14521e-06 +pr Europe surface year 4.5665074e-06 pr Africa surface MAM 9.45645e-06 pr Africa surface JJA 7.981543e-06 pr Africa surface SON 8.461477e-06 pr Africa surface DJF 1.2031838e-05 +pr Africa surface year 7.204607e-06 pr South_America surface MAM 2.6952443e-05 pr South_America surface JJA 1.159302e-05 pr South_America surface SON 1.4805524e-05 pr South_America surface DJF 3.8457372e-05 +pr South_America surface year 1.8218961e-05 pr Oceania surface MAM 8.626018e-06 pr Oceania surface JJA 1.1253324e-05 pr Oceania surface SON 1.7716924e-05 pr Oceania surface DJF 9.605055e-06 +pr Oceania surface year 1.1146153e-05 pr Australia surface MAM 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500hPa DJF 6.9704657 +zg Africa 500hPa year 5.4953322 zg South_America 500hPa MAM 13.389122 zg South_America 500hPa JJA 6.1787086 zg South_America 500hPa SON 9.14424 zg South_America 500hPa DJF 13.139309 +zg South_America 500hPa year 5.866343 zg Oceania 500hPa MAM 48.81898 zg Oceania 500hPa JJA 38.8948 zg Oceania 500hPa SON 17.9818 zg Oceania 500hPa DJF 54.659935 +zg Oceania 500hPa year 15.594727 zg Australia 500hPa MAM 21.787207 zg Australia 500hPa JJA 9.902961 zg Australia 500hPa SON 21.795933 zg Australia 500hPa DJF 21.991833 +zg Australia 500hPa year 15.81863 zg Antarctica 500hPa MAM 22.257027 zg Antarctica 500hPa JJA 11.405511 zg Antarctica 500hPa SON 30.32365 zg Antarctica 500hPa DJF 33.240322 +zg Antarctica 500hPa year 20.960108 zg glob 500hPa MAM 22.319557 zg glob 500hPa JJA 20.477701 zg glob 500hPa SON 16.415438 zg glob 500hPa DJF 26.372698 +zg glob 500hPa year 13.536427 zg arctic 500hPa MAM 19.432121 zg arctic 500hPa JJA 32.677273 zg arctic 500hPa SON 20.33728 zg arctic 500hPa DJF 31.26937 +zg arctic 500hPa year 15.324588 zg northmid 500hPa MAM 28.94774 zg northmid 500hPa JJA 25.461016 zg northmid 500hPa SON 23.83242 zg northmid 500hPa DJF 30.219482 +zg northmid 500hPa year 15.086254 zg tropics 500hPa MAM 8.239235 zg tropics 500hPa JJA 8.887656 zg tropics 500hPa SON 5.510357 zg tropics 500hPa DJF 10.635747 +zg tropics 500hPa year 6.2277102 zg innertropics 500hPa MAM 4.5371966 zg innertropics 500hPa JJA 5.0066643 zg innertropics 500hPa SON 4.0377007 zg innertropics 500hPa DJF 8.547097 +zg innertropics 500hPa year 5.3379726 zg nino34 500hPa MAM 4.419572 zg nino34 500hPa JJA 4.3287964 zg nino34 500hPa SON 3.8583252 zg nino34 500hPa DJF 11.469336 +zg nino34 500hPa year 6.018974 zg southmid 500hPa MAM 42.656868 zg southmid 500hPa JJA 29.554993 zg southmid 500hPa SON 21.74085 zg southmid 500hPa DJF 46.14901 +zg southmid 500hPa year 20.89695 zg antarctic 500hPa MAM 25.616625 zg antarctic 500hPa JJA 17.649395 zg antarctic 500hPa SON 21.96518 zg antarctic 500hPa DJF 29.820774 +zg antarctic 500hPa year 16.840834 zos Atlantic_Basin surface MAM 0.032209467 zos Atlantic_Basin surface JJA 0.033834837 zos Atlantic_Basin surface SON 0.033852253 zos Atlantic_Basin surface DJF 0.03197093 +zos Atlantic_Basin surface year 0.032180324 zos Pacific_Basin surface MAM 0.03906769 zos Pacific_Basin surface JJA 0.038111787 zos Pacific_Basin surface SON 0.038197417 zos Pacific_Basin surface DJF 0.03573039 +zos Pacific_Basin surface year 0.037524365 zos Indian_Basin surface MAM 0.05087786 zos Indian_Basin surface JJA 0.049844816 zos Indian_Basin surface SON 0.056710206 zos Indian_Basin surface DJF 0.053326398 +zos Indian_Basin surface year 0.052549113 zos Arctic_Basin surface MAM 0.027126983 zos Arctic_Basin surface JJA 0.03819737 zos Arctic_Basin surface SON 0.040654093 zos Arctic_Basin surface DJF 0.0387577 +zos Arctic_Basin surface year 0.038000613 zos Southern_Ocean_Basin surface MAM 0.04092519 zos Southern_Ocean_Basin surface JJA 0.042468548 zos Southern_Ocean_Basin surface SON 0.04286817 zos Southern_Ocean_Basin surface DJF 0.04036619 +zos Southern_Ocean_Basin surface year 0.039290678 zos Mediterranean_Basin surface MAM 0.028704055 zos Mediterranean_Basin surface JJA 0.02595664 zos Mediterranean_Basin surface SON 0.025021968 zos Mediterranean_Basin surface DJF 0.025063524 +zos Mediterranean_Basin surface year 0.026191939 zos Asia surface MAM 0.015655188 zos Asia surface JJA 0.03776074 zos Asia surface SON 0.046768505 zos Asia surface DJF 0.018187195 +zos Asia surface year 0.045238107 zos North_America surface MAM 0.01709529 zos North_America surface JJA 0.027296947 zos North_America surface SON 0.021735974 zos North_America surface DJF nan +zos North_America surface year 0.018999591 zos Europe surface MAM 0.027729634 zos Europe surface JJA 0.022125032 zos Europe surface SON 0.020925283 zos Europe surface DJF 0.024522007 +zos Europe surface year 0.02385049 zos Africa surface MAM nan zos Africa surface JJA nan zos Africa surface SON nan zos Africa surface DJF nan +zos Africa surface year nan zos South_America surface MAM nan zos South_America surface JJA nan zos South_America surface SON nan zos South_America surface DJF nan +zos South_America surface year nan zos Oceania surface MAM nan zos Oceania surface JJA nan zos Oceania surface SON nan zos Oceania surface DJF nan +zos Oceania surface year nan zos Australia surface MAM 0.031724636 zos Australia surface JJA 0.018477935 zos Australia surface SON 0.008166775 zos Australia surface DJF 0.01583111 +zos Australia surface year 0.01860011 zos Antarctica surface MAM 0.0064381827 zos Antarctica surface JJA 0.011022456 zos Antarctica surface SON 0.012331471 zos Antarctica surface DJF 0.003797762 +zos Antarctica surface year 0.008372469 zos glob surface MAM 0.03941276 zos glob surface JJA 0.039710227 zos glob surface SON 0.040758394 zos glob surface DJF 0.038452893 +zos glob surface year 0.038641535 zos arctic surface MAM 0.02493139 zos arctic surface JJA 0.0327521 zos arctic surface SON 0.035087593 zos arctic surface DJF 0.029623853 +zos arctic surface year 0.033073872 zos northmid surface MAM 0.041342687 zos northmid surface JJA 0.045428574 zos northmid surface SON 0.044763915 zos northmid surface DJF 0.039731562 +zos northmid surface year 0.04221301 zos tropics surface MAM 0.036189303 zos tropics surface JJA 0.035805747 zos tropics surface SON 0.03756325 zos tropics surface DJF 0.034587815 +zos tropics surface year 0.03571906 zos innertropics surface MAM 0.033720154 zos innertropics surface JJA 0.032191675 zos innertropics surface SON 0.035154138 zos innertropics surface DJF 0.03090268 +zos innertropics surface year 0.03249472 zos nino34 surface MAM 0.039265107 zos nino34 surface JJA 0.04486789 zos nino34 surface SON 0.045562483 zos nino34 surface DJF 0.033104382 +zos nino34 surface year 0.04070684 zos southmid surface MAM 0.053555027 zos southmid surface JJA 0.050338976 zos southmid surface SON 0.050580982 zos southmid surface DJF 0.052921508 +zos southmid surface year 0.051559847 zos antarctic surface MAM 0.019358028 zos antarctic surface JJA 0.020197976 zos antarctic surface SON 0.021898158 zos antarctic surface DJF 0.01882905 +zos antarctic surface year 0.018304056 tos Atlantic_Basin surface MAM 0.43537033 tos Atlantic_Basin surface JJA 0.56805664 tos Atlantic_Basin surface SON 0.5163249 tos Atlantic_Basin surface DJF 0.38336194 +tos Atlantic_Basin surface year 0.4317472 tos Pacific_Basin surface MAM 0.45341527 tos Pacific_Basin surface JJA 0.3896878 tos Pacific_Basin surface SON 0.40022764 tos Pacific_Basin surface DJF 0.3475423 +tos Pacific_Basin surface year 0.3694488 tos Indian_Basin surface MAM 0.41378054 tos Indian_Basin surface JJA 0.21596476 tos Indian_Basin surface SON 0.44501784 tos Indian_Basin surface DJF 0.40367773 +tos Indian_Basin surface year 0.3598437 tos Arctic_Basin surface MAM 0.08487262 tos Arctic_Basin surface JJA 0.3334533 tos Arctic_Basin surface SON 0.27007213 tos Arctic_Basin surface DJF 0.07824967 +tos Arctic_Basin surface year 0.16900057 tos Southern_Ocean_Basin surface MAM 0.29200923 tos Southern_Ocean_Basin surface JJA 0.18260026 tos Southern_Ocean_Basin surface SON 0.20764723 tos Southern_Ocean_Basin surface DJF 0.40022755 +tos Southern_Ocean_Basin surface year 0.21934071 tos Mediterranean_Basin surface MAM 0.3934143 tos Mediterranean_Basin surface JJA 0.6468243 tos Mediterranean_Basin surface SON 0.6976502 tos Mediterranean_Basin surface DJF 0.19660147 +tos Mediterranean_Basin surface year 0.4398955 tos Asia surface MAM 0.16669099 tos Asia surface JJA 0.60775757 tos Asia surface SON 0.4470923 tos Asia surface DJF 0.22867933 +tos Asia surface year 0.33032387 tos North_America surface MAM 0.38476774 tos North_America surface JJA 0.65288913 tos North_America surface SON 0.33753607 tos North_America surface DJF 0.37177062 +tos North_America surface year 0.37312827 tos Europe surface MAM 0.369334 tos Europe surface JJA 0.78500754 tos Europe surface SON 0.4267166 tos Europe surface DJF 0.42570582 +tos Europe surface year 0.40740675 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM 0.27346292 tos South_America surface JJA 0.7178786 tos South_America surface SON 0.40824118 tos South_America surface DJF 0.42692018 +tos South_America surface year 0.43328953 tos Oceania surface MAM 0.6953893 tos Oceania surface JJA 0.62501985 tos Oceania surface SON 0.80922294 tos Oceania surface DJF 0.6915865 +tos Oceania surface year 0.7053046 tos Australia surface MAM 0.6796168 tos Australia surface JJA 0.21718267 tos Australia surface SON 0.36929816 tos Australia surface DJF 0.902193 +tos Australia surface year 0.54207265 tos Antarctica surface MAM 0.29672527 tos Antarctica surface JJA 0.05144134 tos Antarctica surface SON 0.28430223 tos Antarctica surface DJF 0.35460278 +tos Antarctica surface year 0.24676791 tos glob surface MAM 0.35882962 tos glob surface JJA 0.34262332 tos glob surface SON 0.35894796 tos glob surface DJF 0.34227335 +tos glob surface year 0.3156548 tos arctic surface MAM 0.15697049 tos arctic surface JJA 0.44188413 tos arctic surface SON 0.30460164 tos arctic surface DJF 0.13943376 +tos arctic surface year 0.21967643 tos northmid surface MAM 0.39782128 tos northmid surface JJA 0.782793 tos northmid surface SON 0.51390076 tos northmid surface DJF 0.3831016 +tos northmid surface year 0.45949522 tos tropics surface MAM 0.4377893 tos tropics surface JJA 0.27462438 tos tropics surface SON 0.41410312 tos tropics surface DJF 0.30922163 +tos tropics surface year 0.34091583 tos innertropics surface MAM 0.30877802 tos innertropics surface JJA 0.19953142 tos innertropics surface SON 0.30258077 tos innertropics surface DJF 0.22301707 +tos innertropics surface year 0.23113912 tos nino34 surface MAM 0.3537221 tos nino34 surface JJA 0.16838893 tos nino34 surface SON 0.07713304 tos nino34 surface DJF 0.16983005 +tos nino34 surface year 0.15214886 tos southmid surface MAM 0.36237726 tos southmid surface JJA 0.2300789 tos southmid surface SON 0.27952474 tos southmid surface DJF 0.4715995 +tos southmid surface year 0.29616544 tos antarctic surface MAM 0.2684341 tos antarctic surface JJA 0.16040763 tos antarctic surface SON 0.18203185 tos antarctic surface DJF 0.41846725 +tos antarctic surface year 0.20759837 mlotst Atlantic_Basin surface MAM 39.35764 mlotst Atlantic_Basin surface JJA 12.283725 mlotst Atlantic_Basin surface SON 14.261639 mlotst Atlantic_Basin surface DJF 34.251892 +mlotst Atlantic_Basin surface year 22.403774 mlotst Pacific_Basin surface MAM 14.962689 mlotst Pacific_Basin surface JJA 12.360298 mlotst Pacific_Basin surface SON 12.1177 mlotst Pacific_Basin surface DJF 14.453964 +mlotst Pacific_Basin surface year 11.690949 mlotst Indian_Basin surface MAM 12.376359 mlotst Indian_Basin surface JJA 14.166717 mlotst Indian_Basin surface SON 13.594969 mlotst Indian_Basin surface DJF 10.748074 +mlotst Indian_Basin surface year 9.915639 mlotst Arctic_Basin surface MAM 13.31479 mlotst Arctic_Basin surface JJA 5.537716 mlotst Arctic_Basin surface SON 4.1298437 mlotst Arctic_Basin surface DJF 11.504077 +mlotst Arctic_Basin surface year 7.08507 mlotst Southern_Ocean_Basin surface MAM 12.396044 mlotst Southern_Ocean_Basin surface JJA 52.808613 mlotst Southern_Ocean_Basin surface SON 68.3188 mlotst Southern_Ocean_Basin surface DJF 11.008405 +mlotst Southern_Ocean_Basin surface year 32.39363 mlotst Mediterranean_Basin surface MAM 14.761955 mlotst Mediterranean_Basin surface JJA 5.1658154 mlotst Mediterranean_Basin surface SON 8.755994 mlotst Mediterranean_Basin surface DJF 40.232635 +mlotst Mediterranean_Basin surface year 11.012346 mlotst Asia surface MAM 8.742063 mlotst Asia surface JJA 2.4311235 mlotst Asia surface SON 7.254236 mlotst Asia surface DJF 12.246457 +mlotst Asia surface year 7.050152 mlotst North_America surface MAM 28.350979 mlotst North_America surface JJA 5.214636 mlotst North_America surface SON 16.316462 mlotst North_America surface DJF 29.360674 +mlotst North_America surface year 19.353245 mlotst Europe surface MAM 26.469805 mlotst Europe surface JJA 3.7931485 mlotst Europe surface SON 12.882316 mlotst Europe surface DJF 52.628227 +mlotst Europe surface year 23.726095 mlotst Africa surface MAM nan mlotst Africa surface JJA nan mlotst Africa surface SON nan mlotst Africa surface DJF nan +mlotst Africa surface year nan mlotst South_America surface MAM 7.3044305 mlotst South_America surface JJA 7.0192986 mlotst South_America surface SON 7.589373 mlotst South_America surface DJF 10.369773 +mlotst South_America surface year 8.03164 mlotst Oceania surface MAM 29.733921 mlotst Oceania surface JJA 85.11496 mlotst Oceania surface SON 43.46127 mlotst Oceania surface DJF 6.282841 +mlotst Oceania surface year 41.148247 mlotst Australia surface MAM 22.091267 mlotst Australia surface JJA 58.405464 mlotst Australia surface SON 29.944775 mlotst Australia surface DJF 6.1942425 +mlotst Australia surface year 29.158936 mlotst Antarctica surface MAM 30.908928 mlotst Antarctica surface JJA 27.573767 mlotst Antarctica surface SON 13.315986 mlotst Antarctica surface DJF 11.566668 +mlotst Antarctica surface year 20.84134 mlotst glob surface MAM 18.207338 mlotst glob surface JJA 22.980461 mlotst glob surface SON 27.396114 mlotst glob surface DJF 16.570358 +mlotst glob surface year 18.718084 mlotst arctic surface MAM 24.927347 mlotst arctic surface JJA 5.7548304 mlotst arctic surface SON 6.197525 mlotst arctic surface DJF 21.106329 +mlotst arctic surface year 12.569713 mlotst northmid surface MAM 38.07034 mlotst northmid surface JJA 6.1495852 mlotst northmid surface SON 9.334154 mlotst northmid surface DJF 36.410267 +mlotst northmid surface year 18.823133 mlotst tropics surface MAM 12.837221 mlotst tropics surface JJA 13.513175 mlotst tropics surface SON 13.156217 mlotst tropics surface DJF 12.83273 +mlotst tropics surface year 12.0645275 mlotst innertropics surface MAM 10.765097 mlotst innertropics surface JJA 11.394988 mlotst innertropics surface SON 10.731757 mlotst innertropics surface DJF 11.381073 +mlotst innertropics surface year 9.553567 mlotst nino34 surface MAM 11.692197 mlotst nino34 surface JJA 11.4431095 mlotst nino34 surface SON 14.847281 mlotst nino34 surface DJF 17.23022 +mlotst nino34 surface year 13.341285 mlotst southmid surface MAM 12.302662 mlotst southmid surface JJA 40.7988 mlotst southmid surface SON 50.856873 mlotst southmid surface DJF 12.011449 +mlotst southmid surface year 23.766441 mlotst antarctic surface MAM 12.007193 mlotst antarctic surface JJA 64.150795 mlotst antarctic surface SON 76.94084 mlotst antarctic surface DJF 6.606984 +mlotst antarctic surface year 38.511017 thetao Atlantic_Basin 10m MAM 1.9934077 thetao Atlantic_Basin 10m JJA 1.549307 thetao Atlantic_Basin 10m SON 1.2988633 thetao Atlantic_Basin 10m DJF 2.0495682 +thetao Atlantic_Basin 10m year 1.5557746 thetao Atlantic_Basin 100m MAM 2.4438002 thetao Atlantic_Basin 100m JJA 2.5140018 thetao Atlantic_Basin 100m SON 2.4995315 thetao Atlantic_Basin 100m DJF 2.4520035 +thetao Atlantic_Basin 100m year 2.4588964 thetao Atlantic_Basin 1000m MAM 1.6960298 thetao Atlantic_Basin 1000m JJA 1.6971945 thetao Atlantic_Basin 1000m SON 1.7016574 thetao Atlantic_Basin 1000m DJF 1.689587 +thetao Atlantic_Basin 1000m year 1.6957777 thetao Pacific_Basin 10m MAM 1.2852793 thetao Pacific_Basin 10m JJA 1.2577344 thetao Pacific_Basin 10m SON 1.1574577 thetao Pacific_Basin 10m DJF 1.3899024 +thetao Pacific_Basin 10m year 1.051856 thetao Pacific_Basin 100m MAM 2.482028 thetao Pacific_Basin 100m JJA 2.5492594 thetao Pacific_Basin 100m SON 2.562529 thetao Pacific_Basin 100m DJF 2.5963745 +thetao Pacific_Basin 100m year 2.5323367 thetao Pacific_Basin 1000m MAM 2.5186207 thetao Pacific_Basin 1000m JJA 2.5237951 thetao Pacific_Basin 1000m SON 2.519151 thetao Pacific_Basin 1000m DJF 2.5179908 +thetao Pacific_Basin 1000m year 2.5198896 thetao Indian_Basin 10m MAM 1.1322558 thetao Indian_Basin 10m JJA 1.271354 thetao Indian_Basin 10m SON 0.9927855 thetao Indian_Basin 10m DJF 1.1070211 +thetao Indian_Basin 10m year 0.868354 thetao Indian_Basin 100m MAM 1.7203063 thetao Indian_Basin 100m JJA 1.8007294 thetao Indian_Basin 100m SON 1.6887763 thetao Indian_Basin 100m DJF 1.8732593 +thetao Indian_Basin 100m year 1.7022413 thetao Indian_Basin 1000m MAM 2.6166723 thetao Indian_Basin 1000m JJA 2.6231654 thetao Indian_Basin 1000m SON 2.6365829 thetao Indian_Basin 1000m DJF 2.6087697 +thetao Indian_Basin 1000m year 2.6212962 thetao Arctic_Basin 10m MAM 0.53252554 thetao Arctic_Basin 10m JJA 0.67443514 thetao Arctic_Basin 10m SON 0.52789015 thetao Arctic_Basin 10m DJF 0.59920275 +thetao Arctic_Basin 10m year 0.5586173 thetao Arctic_Basin 100m MAM 0.5391179 thetao Arctic_Basin 100m JJA 0.58020383 thetao Arctic_Basin 100m SON 0.57993764 thetao Arctic_Basin 100m DJF 0.54803944 +thetao Arctic_Basin 100m year 0.54902565 thetao Arctic_Basin 1000m MAM 1.2604359 thetao Arctic_Basin 1000m JJA 1.2760984 thetao Arctic_Basin 1000m SON 1.2671144 thetao Arctic_Basin 1000m DJF 1.2567213 +thetao Arctic_Basin 1000m year 1.2650925 thetao Southern_Ocean_Basin 10m MAM 0.96331346 thetao Southern_Ocean_Basin 10m JJA 0.8982942 thetao Southern_Ocean_Basin 10m SON 0.9877403 thetao Southern_Ocean_Basin 10m DJF 1.0871232 +thetao Southern_Ocean_Basin 10m year 0.88708895 thetao Southern_Ocean_Basin 100m MAM 1.2946147 thetao Southern_Ocean_Basin 100m JJA 1.4840021 thetao Southern_Ocean_Basin 100m SON 1.464032 thetao Southern_Ocean_Basin 100m DJF 1.3769749 +thetao Southern_Ocean_Basin 100m year 1.3904227 thetao Southern_Ocean_Basin 1000m MAM 1.4430265 thetao Southern_Ocean_Basin 1000m JJA 1.4435173 thetao Southern_Ocean_Basin 1000m SON 1.4365824 thetao Southern_Ocean_Basin 1000m DJF 1.4352558 +thetao Southern_Ocean_Basin 1000m year 1.4393989 thetao Mediterranean_Basin 10m MAM 1.9738212 thetao Mediterranean_Basin 10m JJA 1.788395 thetao Mediterranean_Basin 10m SON 1.4718944 thetao Mediterranean_Basin 10m DJF 1.9453704 +thetao Mediterranean_Basin 10m year 1.7677882 thetao Mediterranean_Basin 100m MAM 1.6168455 thetao Mediterranean_Basin 100m JJA 1.7079029 thetao Mediterranean_Basin 100m SON 1.7856176 thetao Mediterranean_Basin 100m DJF 1.6607537 +thetao Mediterranean_Basin 100m year 1.6858507 thetao Mediterranean_Basin 1000m MAM 1.1072764 thetao Mediterranean_Basin 1000m JJA 1.1040641 thetao Mediterranean_Basin 1000m SON 1.1010139 thetao Mediterranean_Basin 1000m DJF 1.1039228 +thetao Mediterranean_Basin 1000m year 1.1040705 thetao Asia 10m MAM 1.2842722 thetao Asia 10m JJA 2.1128595 thetao Asia 10m SON 2.2310345 thetao Asia 10m DJF 1.4127146 +thetao Asia 10m year 1.5904589 thetao Asia 100m MAM 3.0242758 thetao Asia 100m JJA 2.7018223 thetao Asia 100m SON 1.6222556 thetao Asia 100m DJF 2.2159836 +thetao Asia 100m year 2.3910766 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.5112531 thetao North_America 10m JJA 0.872533 thetao North_America 10m SON 0.4228258 thetao North_America 10m DJF 1.440733 +thetao North_America 10m year 0.9696262 thetao North_America 100m MAM 1.7954669 thetao North_America 100m JJA 1.0224442 thetao North_America 100m SON 0.7786237 thetao North_America 100m DJF 0.7932002 +thetao North_America 100m year 0.9710296 thetao North_America 1000m MAM 1.4708543 thetao North_America 1000m JJA 1.5126867 thetao North_America 1000m SON 1.3897252 thetao North_America 1000m DJF 1.3591809 +thetao North_America 1000m year 1.4331193 thetao Europe 10m MAM 1.91587 thetao Europe 10m JJA 2.244012 thetao Europe 10m SON 1.5414693 thetao Europe 10m DJF 1.8277528 +thetao Europe 10m year 1.8822721 thetao Europe 100m MAM 1.3044119 thetao Europe 100m JJA 1.379528 thetao Europe 100m SON 1.1935139 thetao Europe 100m DJF 1.1011915 +thetao Europe 100m year 1.2446613 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 3.2909243 thetao South_America 10m JJA 2.5657773 thetao South_America 10m SON 1.282301 thetao South_America 10m DJF 2.8052752 +thetao South_America 10m year 2.4860744 thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM 1.0464573 thetao Oceania 10m JJA 0.9431386 thetao Oceania 10m SON 1.4851804 thetao Oceania 10m DJF 1.1514673 +thetao Oceania 10m year 0.29705524 thetao Oceania 100m MAM 0.47229767 thetao Oceania 100m JJA 0.2580452 thetao Oceania 100m SON 0.8000212 thetao Oceania 100m DJF 0.7740965 +thetao Oceania 100m year 0.57611465 thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 0.93316555 thetao Australia 10m JJA 0.7455487 thetao Australia 10m SON 1.2544861 thetao Australia 10m DJF 0.97256374 +thetao Australia 10m year 0.60184526 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 0.5067802 thetao Antarctica 10m JJA 0.027833581 thetao Antarctica 10m SON 0.10718632 thetao Antarctica 10m DJF 0.9740882 +thetao Antarctica 10m year 0.3900553 thetao Antarctica 100m MAM 0.4863454 thetao Antarctica 100m JJA 1.267298 thetao Antarctica 100m SON 1.2426412 thetao Antarctica 100m DJF 0.57368004 +thetao Antarctica 100m year 0.8924759 thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 1.2255547 thetao glob 10m JJA 1.1457042 thetao glob 10m SON 1.045575 thetao glob 10m DJF 1.3081102 +thetao glob 10m year 1.0246711 thetao glob 100m MAM 1.8499728 thetao glob 100m JJA 1.9501256 thetao glob 100m SON 1.9347379 thetao glob 100m DJF 1.9283005 +thetao glob 100m year 1.8949436 thetao glob 1000m MAM 1.9599079 thetao glob 1000m JJA 1.9639361 thetao glob 1000m SON 1.96166 thetao glob 1000m DJF 1.9551984 +thetao glob 1000m year 1.9600594 thetao arctic 10m MAM 0.9251758 thetao arctic 10m JJA 1.0579126 thetao arctic 10m SON 0.7983675 thetao arctic 10m DJF 0.89392406 +thetao arctic 10m year 0.8844154 thetao arctic 100m MAM 0.8369999 thetao arctic 100m JJA 0.791001 thetao arctic 100m SON 0.80539244 thetao arctic 100m DJF 0.72002333 +thetao arctic 100m year 0.77036345 thetao arctic 1000m MAM 1.3582652 thetao arctic 1000m JJA 1.3736304 thetao arctic 1000m SON 1.3651223 thetao arctic 1000m DJF 1.3532423 +thetao arctic 1000m year 1.3625652 thetao northmid 10m MAM 2.3877285 thetao northmid 10m JJA 1.51662 thetao northmid 10m SON 1.3371187 thetao northmid 10m DJF 2.2085054 +thetao northmid 10m year 1.7854345 thetao northmid 100m MAM 1.8828049 thetao northmid 100m JJA 1.98483 thetao northmid 100m SON 2.1628747 thetao northmid 100m DJF 2.05032 +thetao northmid 100m year 2.0073357 thetao northmid 1000m MAM 1.4938583 thetao northmid 1000m JJA 1.4923538 thetao northmid 1000m SON 1.4937302 thetao northmid 1000m DJF 1.4940495 +thetao northmid 1000m year 1.4931419 thetao tropics 10m MAM 1.1852711 thetao tropics 10m JJA 1.2799003 thetao tropics 10m SON 1.0950295 thetao tropics 10m DJF 1.333709 +thetao tropics 10m year 1.0362303 thetao tropics 100m MAM 2.6736445 thetao tropics 100m JJA 2.8102925 thetao tropics 100m SON 2.7723699 thetao tropics 100m DJF 2.8555071 +thetao tropics 100m year 2.7462993 thetao tropics 1000m MAM 2.345175 thetao tropics 1000m JJA 2.352649 thetao tropics 1000m SON 2.350882 thetao tropics 1000m DJF 2.3433127 +thetao tropics 1000m year 2.3479862 thetao innertropics 10m MAM 1.1151919 thetao innertropics 10m JJA 1.328411 thetao innertropics 10m SON 1.1830739 thetao innertropics 10m DJF 1.1821187 +thetao innertropics 10m year 1.1057504 thetao innertropics 100m MAM 2.451559 thetao innertropics 100m JJA 2.6430938 thetao innertropics 100m SON 2.7492177 thetao innertropics 100m DJF 2.762268 +thetao innertropics 100m year 2.5957263 thetao innertropics 1000m MAM 2.271 thetao innertropics 1000m JJA 2.27289 thetao innertropics 1000m SON 2.2725966 thetao innertropics 1000m DJF 2.2666154 +thetao innertropics 1000m year 2.2707756 thetao nino34 10m MAM 2.0078561 thetao nino34 10m JJA 1.9718305 thetao nino34 10m SON 1.7034571 thetao nino34 10m DJF 0.97648895 +thetao nino34 10m year 1.6645589 thetao nino34 100m MAM 4.182182 thetao nino34 100m JJA 3.3482137 thetao nino34 100m SON 3.955701 thetao nino34 100m DJF 3.8794177 +thetao nino34 100m year 3.8413777 thetao nino34 1000m MAM 2.3573344 thetao nino34 1000m JJA 2.3103597 thetao nino34 1000m SON 2.348266 thetao nino34 1000m DJF 2.3223116 +thetao nino34 1000m year 2.3345678 thetao southmid 10m MAM 1.0750456 thetao southmid 10m JJA 1.0235194 thetao southmid 10m SON 1.1529741 thetao southmid 10m DJF 1.1958984 +thetao southmid 10m year 0.88123107 thetao southmid 100m MAM 1.2843103 thetao southmid 100m JJA 1.3293625 thetao southmid 100m SON 1.2674258 thetao southmid 100m DJF 1.2804171 +thetao southmid 100m year 1.2722058 thetao southmid 1000m MAM 2.2054672 thetao southmid 1000m JJA 2.2057796 thetao southmid 1000m SON 2.2009144 thetao southmid 1000m DJF 2.1917605 +thetao southmid 1000m year 2.2007701 thetao antarctic 10m MAM 0.74066526 thetao antarctic 10m JJA 0.60267776 thetao antarctic 10m SON 0.56824106 thetao antarctic 10m DJF 0.9320208 +thetao antarctic 10m year 0.6111703 thetao antarctic 100m MAM 1.305075 thetao antarctic 100m JJA 1.5539048 thetao antarctic 100m SON 1.509174 thetao antarctic 100m DJF 1.3317802 +thetao antarctic 100m year 1.4170471 thetao antarctic 1000m MAM 0.7593266 thetao antarctic 1000m JJA 0.74750876 thetao antarctic 1000m SON 0.7549145 thetao antarctic 1000m DJF 0.76263016 +thetao antarctic 1000m year 0.75604975 so Atlantic_Basin 10m MAM 0.9207078 so Atlantic_Basin 10m JJA 0.9492745 so Atlantic_Basin 10m SON 0.90737134 so Atlantic_Basin 10m DJF 0.914215 +so Atlantic_Basin 10m year 0.90327483 so Atlantic_Basin 100m MAM 0.63933855 so Atlantic_Basin 100m JJA 0.6382281 so Atlantic_Basin 100m SON 0.6367754 so Atlantic_Basin 100m DJF 0.643416 +so Atlantic_Basin 100m year 0.637895 so Atlantic_Basin 1000m MAM 0.34658396 so Atlantic_Basin 1000m JJA 0.3463668 so Atlantic_Basin 1000m SON 0.34737217 so Atlantic_Basin 1000m DJF 0.3475987 +so Atlantic_Basin 1000m year 0.3469553 so Pacific_Basin 10m MAM 0.6644471 so Pacific_Basin 10m JJA 0.6711479 so Pacific_Basin 10m SON 0.6470695 so Pacific_Basin 10m DJF 0.6491683 +so Pacific_Basin 10m year 0.6452575 so Pacific_Basin 100m MAM 0.5622406 so Pacific_Basin 100m JJA 0.560612 so Pacific_Basin 100m SON 0.5523074 so Pacific_Basin 100m DJF 0.55807555 +so Pacific_Basin 100m year 0.5574597 so Pacific_Basin 1000m MAM 0.43175566 so Pacific_Basin 1000m JJA 0.4318445 so Pacific_Basin 1000m SON 0.4319425 so Pacific_Basin 1000m DJF 0.43177 +so Pacific_Basin 1000m year 0.43182817 so Indian_Basin 10m MAM 0.6696933 so Indian_Basin 10m JJA 0.67102647 so Indian_Basin 10m SON 0.63922364 so Indian_Basin 10m DJF 0.64173615 +so Indian_Basin 10m year 0.64793146 so Indian_Basin 100m MAM 0.60256714 so Indian_Basin 100m JJA 0.62102884 so Indian_Basin 100m SON 0.64034563 so Indian_Basin 100m DJF 0.6205545 +so Indian_Basin 100m year 0.62013435 so Indian_Basin 1000m MAM 0.5598472 so Indian_Basin 1000m JJA 0.5581344 so Indian_Basin 1000m SON 0.5604879 so Indian_Basin 1000m DJF 0.5583015 +so Indian_Basin 1000m year 0.55919266 so Arctic_Basin 10m MAM 1.5346781 so Arctic_Basin 10m JJA 1.8958681 so Arctic_Basin 10m SON 2.1724532 so Arctic_Basin 10m DJF 1.8429093 +so Arctic_Basin 10m year 1.8291826 so Arctic_Basin 100m MAM 1.6825101 so Arctic_Basin 100m JJA 1.6954637 so Arctic_Basin 100m SON 1.7690212 so Arctic_Basin 100m DJF 1.6955999 +so Arctic_Basin 100m year 1.7106487 so Arctic_Basin 1000m MAM 0.29549983 so Arctic_Basin 1000m JJA 0.28964135 so Arctic_Basin 1000m SON 0.28912932 so Arctic_Basin 1000m DJF 0.29914662 +so Arctic_Basin 1000m year 0.2933543 so Southern_Ocean_Basin 10m MAM 0.5394379 so Southern_Ocean_Basin 10m JJA 0.47286794 so Southern_Ocean_Basin 10m SON 0.4946919 so Southern_Ocean_Basin 10m DJF 0.5923845 +so Southern_Ocean_Basin 10m year 0.5166615 so Southern_Ocean_Basin 100m MAM 0.45042935 so Southern_Ocean_Basin 100m JJA 0.44358778 so Southern_Ocean_Basin 100m SON 0.4158776 so Southern_Ocean_Basin 100m DJF 0.4345398 +so Southern_Ocean_Basin 100m year 0.43481106 so Southern_Ocean_Basin 1000m MAM 0.24398035 so Southern_Ocean_Basin 1000m JJA 0.2425507 so Southern_Ocean_Basin 1000m SON 0.24252625 so Southern_Ocean_Basin 1000m DJF 0.24243101 +so Southern_Ocean_Basin 1000m year 0.24273317 so Mediterranean_Basin 10m MAM 0.5016968 so Mediterranean_Basin 10m JJA 0.4441877 so Mediterranean_Basin 10m SON 0.4784715 so Mediterranean_Basin 10m DJF 0.5062474 +so Mediterranean_Basin 10m year 0.47834685 so Mediterranean_Basin 100m MAM 0.59225065 so Mediterranean_Basin 100m JJA 0.58166856 so Mediterranean_Basin 100m SON 0.59612375 so Mediterranean_Basin 100m DJF 0.58963674 +so Mediterranean_Basin 100m year 0.5899202 so Mediterranean_Basin 1000m MAM 0.3614497 so Mediterranean_Basin 1000m JJA 0.370188 so Mediterranean_Basin 1000m SON 0.36003545 so Mediterranean_Basin 1000m DJF 0.35649806 +so Mediterranean_Basin 1000m year 0.3620428 so Asia 10m MAM 1.1025158 so Asia 10m JJA 1.4737667 so Asia 10m SON 1.8762251 so Asia 10m DJF 1.4985186 +so Asia 10m year 1.4811043 so Asia 100m MAM 0.66579056 so Asia 100m JJA 0.6236801 so Asia 100m SON 0.4901619 so Asia 100m DJF 0.62747574 +so Asia 100m year 0.6017761 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 1.0691719 so North_America 10m JJA 1.3643329 so North_America 10m SON 1.0197076 so North_America 10m DJF 1.0970222 +so North_America 10m year 1.1109807 so North_America 100m MAM 1.2384175 so North_America 100m JJA 1.2629828 so North_America 100m SON 1.272795 so North_America 100m DJF 1.3095771 +so North_America 100m year 1.2709427 so North_America 1000m MAM 0.27732468 so North_America 1000m JJA 0.2799225 so North_America 1000m SON 0.25543213 so North_America 1000m DJF 0.2602005 +so North_America 1000m year 0.2682228 so Europe 10m MAM 1.2737685 so Europe 10m JJA 1.2552185 so Europe 10m SON 1.3198891 so Europe 10m DJF 1.3254267 +so Europe 10m year 1.2933121 so Europe 100m MAM 0.64074516 so Europe 100m JJA 0.6631241 so Europe 100m SON 0.7253704 so Europe 100m DJF 0.65016174 +so Europe 100m year 0.6698494 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 0.6699422 so South_America 10m JJA 0.42055258 so South_America 10m SON 0.43031693 so South_America 10m DJF 0.42544302 +so South_America 10m year 0.44105783 so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM 0.50935555 so Oceania 10m JJA 0.5013809 so Oceania 10m SON 0.3612175 so Oceania 10m DJF 0.32492256 +so Oceania 10m year 0.42421913 so Oceania 100m MAM 0.5506363 so Oceania 100m JJA 0.6151161 so Oceania 100m SON 0.60479736 so Oceania 100m DJF 0.59318924 +so Oceania 100m year 0.59093475 so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 0.33873558 so Australia 10m JJA 0.30109787 so Australia 10m SON 0.2803917 so Australia 10m DJF 0.29083443 +so Australia 10m year 0.3027649 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 2.4023552 so Antarctica 10m JJA 1.8050003 so Antarctica 10m SON 1.5184631 so Antarctica 10m DJF 2.058796 +so Antarctica 10m year 1.9461555 so Antarctica 100m MAM 0.29165268 so Antarctica 100m JJA 0.29161072 so Antarctica 100m SON 0.37426376 so Antarctica 100m DJF 0.3790779 +so Antarctica 100m year 0.33415222 so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.78644025 so glob 10m JJA 0.81693506 so glob 10m SON 0.83583456 so glob 10m DJF 0.8279548 +so glob 10m year 0.80233186 so glob 100m MAM 0.6677847 so glob 100m JJA 0.66816854 so glob 100m SON 0.6667721 so glob 100m DJF 0.66570014 +so glob 100m year 0.6660741 so glob 1000m MAM 0.36685923 so glob 1000m JJA 0.36576745 so glob 1000m SON 0.36613733 so glob 1000m DJF 0.3667062 +so glob 1000m year 0.36632165 so arctic 10m MAM 1.4896535 so arctic 10m JJA 1.8185376 so arctic 10m SON 1.999622 so arctic 10m DJF 1.7352014 +so arctic 10m year 1.7291553 so arctic 100m MAM 1.527313 so arctic 100m JJA 1.5313785 so arctic 100m SON 1.58086 so arctic 100m DJF 1.533701 +so arctic 100m year 1.5432402 so arctic 1000m MAM 0.27854887 so arctic 1000m JJA 0.27363858 so arctic 1000m SON 0.27291813 so arctic 1000m DJF 0.2816548 +so arctic 1000m year 0.27669013 so northmid 10m MAM 0.86040175 so northmid 10m JJA 0.9203579 so northmid 10m SON 0.9278663 so northmid 10m DJF 0.8740557 +so northmid 10m year 0.88558406 so northmid 100m MAM 0.71825886 so northmid 100m JJA 0.70883673 so northmid 100m SON 0.68739665 so northmid 100m DJF 0.7003421 +so northmid 100m year 0.70237136 so northmid 1000m MAM 0.25589973 so northmid 1000m JJA 0.25665316 so northmid 1000m SON 0.25787005 so northmid 1000m DJF 0.25820014 +so northmid 1000m year 0.25713113 so tropics 10m MAM 0.71285695 so tropics 10m JJA 0.7038285 so tropics 10m SON 0.6702779 so tropics 10m DJF 0.6907251 +so tropics 10m year 0.67861146 so tropics 100m MAM 0.5670115 so tropics 100m JJA 0.57052577 so tropics 100m SON 0.57951105 so tropics 100m DJF 0.57366216 +so tropics 100m year 0.5716052 so tropics 1000m MAM 0.43766645 so tropics 1000m JJA 0.43739405 so tropics 1000m SON 0.4377558 so tropics 1000m DJF 0.4373459 +so tropics 1000m year 0.43754005 so innertropics 10m MAM 0.8057276 so innertropics 10m JJA 0.7999667 so innertropics 10m SON 0.7608497 so innertropics 10m DJF 0.77219856 +so innertropics 10m year 0.7666421 so innertropics 100m MAM 0.591501 so innertropics 100m JJA 0.5868544 so innertropics 100m SON 0.6014313 so innertropics 100m DJF 0.59783983 +so innertropics 100m year 0.59329987 so innertropics 1000m MAM 0.42335132 so innertropics 1000m JJA 0.42271474 so innertropics 1000m SON 0.42291236 so innertropics 1000m DJF 0.42207462 +so innertropics 1000m year 0.42276332 so nino34 10m MAM 0.768434 so nino34 10m JJA 0.74466985 so nino34 10m SON 0.77486897 so nino34 10m DJF 0.79251367 +so nino34 10m year 0.77012163 so nino34 100m MAM 0.4063976 so nino34 100m JJA 0.42646655 so nino34 100m SON 0.476095 so nino34 100m DJF 0.48995867 +so nino34 100m year 0.44972947 so nino34 1000m MAM 0.39713863 so nino34 1000m JJA 0.39492056 so nino34 1000m SON 0.3986344 so nino34 1000m DJF 0.39481106 +so nino34 1000m year 0.3963762 so southmid 10m MAM 0.40287098 so southmid 10m JJA 0.37937102 so southmid 10m SON 0.38119084 so southmid 10m DJF 0.396048 +so southmid 10m year 0.38386622 so southmid 100m MAM 0.44815022 so southmid 100m JJA 0.44136763 so southmid 100m SON 0.415388 so southmid 100m DJF 0.4382132 +so southmid 100m year 0.43468866 so southmid 1000m MAM 0.45276055 so southmid 1000m JJA 0.4506957 so southmid 1000m SON 0.4507445 so southmid 1000m DJF 0.4510479 +so southmid 1000m year 0.45125732 so antarctic 10m MAM 0.94218963 so antarctic 10m JJA 0.7442269 so antarctic 10m SON 0.7821508 so antarctic 10m DJF 1.0926571 +so antarctic 10m year 0.8788433 so antarctic 100m MAM 0.471205 so antarctic 100m JJA 0.4779109 so antarctic 100m SON 0.4609167 so antarctic 100m DJF 0.46012917 +so antarctic 100m year 0.4656256 so antarctic 1000m MAM 0.034283213 so antarctic 1000m JJA 0.034010783 so antarctic 1000m SON 0.035153393 so antarctic 1000m DJF 0.033741146 +so antarctic 1000m year 0.033984546 diff --git a/eval/ERA5/NorESM2-MM.csv b/eval/ERA5/NorESM2-MM.csv index dd19f09..35905e4 100644 --- a/eval/ERA5/NorESM2-MM.csv +++ b/eval/ERA5/NorESM2-MM.csv @@ -3,1407 +3,1759 @@ siconc Atlantic_Basin surface MAM 11.267578008451526 siconc Atlantic_Basin surface JJA 14.582839061286164 siconc Atlantic_Basin surface SON 16.4107933431435 siconc Atlantic_Basin surface DJF 12.649841980293873 +siconc Atlantic_Basin surface year 11.63305472255574 siconc Pacific_Basin surface MAM 11.536713414018255 siconc Pacific_Basin surface JJA 2.417300695786491 siconc Pacific_Basin surface SON 5.8904343254711815 siconc Pacific_Basin surface DJF 10.14837198371071 +siconc Pacific_Basin surface year 9.683560905769733 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 3.5488947991687354 siconc Arctic_Basin surface JJA 6.982476393462073 siconc Arctic_Basin surface SON 7.430797775165045 siconc Arctic_Basin surface DJF 4.899064868131079 +siconc Arctic_Basin surface year 4.557312626413347 siconc Southern_Ocean_Basin surface MAM 24.174561451052337 siconc Southern_Ocean_Basin surface JJA 21.07045013481511 siconc Southern_Ocean_Basin surface SON 22.439366983991018 siconc Southern_Ocean_Basin surface DJF 22.401984899838414 +siconc Southern_Ocean_Basin surface year 20.04498662112172 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 0.45727569580077443 siconc Asia surface JJA 0.19387847900390653 siconc Asia surface SON 7.755792846679682 siconc Asia surface DJF 1.7166616821289011 +siconc Asia surface year 1.344496154785162 siconc North_America surface MAM nan siconc North_America surface JJA nan siconc North_America surface SON nan siconc North_America surface DJF nan +siconc North_America surface year nan siconc Europe surface MAM nan siconc Europe surface JJA nan siconc Europe surface SON nan siconc Europe surface DJF nan +siconc Europe surface year nan siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 4.903826290369034 siconc Antarctica surface JJA 12.193861923217774 siconc Antarctica surface SON 11.872777423858643 siconc Antarctica surface DJF 0.19290142416954043 +siconc Antarctica surface year 7.288341884613038 siconc glob surface MAM 12.386622860396383 siconc glob surface JJA 13.954264889286721 siconc glob surface SON 15.146559728429729 siconc glob surface DJF 12.918160646179118 +siconc glob surface year 12.371489748409573 siconc arctic surface MAM 4.949646215424492 siconc arctic surface JJA 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2.453512 ua northmid 300hPa JJA 2.6552482 ua northmid 300hPa SON 1.700283 ua northmid 300hPa DJF 2.4651725 +ua northmid 300hPa year 1.4204173 ua tropics 300hPa MAM 3.1499903 ua tropics 300hPa JJA 2.41666 ua tropics 300hPa SON 2.5530665 ua tropics 300hPa DJF 2.7278686 +ua tropics 300hPa year 2.4388878 ua innertropics 300hPa MAM 3.7344108 ua innertropics 300hPa JJA 2.988705 ua innertropics 300hPa SON 3.3161716 ua innertropics 300hPa DJF 3.4130278 +ua innertropics 300hPa year 3.3189871 ua nino34 300hPa MAM 2.4792113 ua nino34 300hPa JJA 2.8351984 ua nino34 300hPa SON 2.7395117 ua nino34 300hPa DJF 1.2804391 +ua nino34 300hPa year 2.268094 ua southmid 300hPa MAM 2.0705054 ua southmid 300hPa JJA 1.5216632 ua southmid 300hPa SON 1.7927381 ua southmid 300hPa DJF 1.672262 +ua southmid 300hPa year 1.6474397 ua antarctic 300hPa MAM 1.085191 ua antarctic 300hPa JJA 1.1971889 ua antarctic 300hPa SON 1.1533928 ua antarctic 300hPa DJF 0.81586725 +ua antarctic 300hPa year 0.95694476 zg Atlantic_Basin 500hPa MAM 17.283062 zg Atlantic_Basin 500hPa JJA 25.794804 zg Atlantic_Basin 500hPa SON 21.674335 zg Atlantic_Basin 500hPa DJF 19.791422 +zg Atlantic_Basin 500hPa year 18.068441 zg Pacific_Basin 500hPa MAM 16.898386 zg Pacific_Basin 500hPa JJA 23.726753 zg Pacific_Basin 500hPa SON 18.201405 zg Pacific_Basin 500hPa DJF 15.710747 +zg Pacific_Basin 500hPa year 16.635729 zg Indian_Basin 500hPa MAM 13.820618 zg Indian_Basin 500hPa JJA 15.835509 zg Indian_Basin 500hPa SON 17.959417 zg Indian_Basin 500hPa DJF 14.512033 +zg Indian_Basin 500hPa year 15.131709 zg Arctic_Basin 500hPa MAM 12.84473 zg Arctic_Basin 500hPa JJA 12.221713 zg Arctic_Basin 500hPa SON 14.612438 zg Arctic_Basin 500hPa DJF 31.201294 +zg Arctic_Basin 500hPa year 12.980693 zg Southern_Ocean_Basin 500hPa MAM 25.952986 zg Southern_Ocean_Basin 500hPa JJA 20.030731 zg Southern_Ocean_Basin 500hPa SON 25.818932 zg Southern_Ocean_Basin 500hPa DJF 21.84742 +zg Southern_Ocean_Basin 500hPa year 22.36922 zg Mediterranean_Basin 500hPa MAM 17.058767 zg Mediterranean_Basin 500hPa JJA 17.213528 zg Mediterranean_Basin 500hPa SON 24.002665 zg Mediterranean_Basin 500hPa DJF 41.778397 +zg Mediterranean_Basin 500hPa year 25.013325 zg Asia 500hPa MAM 10.564702 zg Asia 500hPa JJA 15.313529 zg Asia 500hPa SON 14.552478 zg Asia 500hPa DJF 13.297481 +zg Asia 500hPa year 8.250892 zg North_America 500hPa MAM 16.88645 zg North_America 500hPa JJA 33.26791 zg North_America 500hPa SON 17.314318 zg North_America 500hPa DJF 17.543798 +zg North_America 500hPa year 14.699624 zg Europe 500hPa MAM 10.637877 zg Europe 500hPa JJA 27.307743 zg Europe 500hPa SON 18.434235 zg Europe 500hPa DJF 30.116468 +zg Europe 500hPa year 18.620638 zg Africa 500hPa MAM 6.806941 zg Africa 500hPa JJA 8.331223 zg Africa 500hPa SON 10.365908 zg Africa 500hPa DJF 8.501229 +zg Africa 500hPa year 7.7413173 zg South_America 500hPa MAM 12.560928 zg South_America 500hPa JJA 14.560799 zg South_America 500hPa SON 12.810649 zg South_America 500hPa DJF 11.916518 +zg South_America 500hPa year 12.882647 zg Oceania 500hPa MAM 22.325994 zg Oceania 500hPa JJA 11.377752 zg Oceania 500hPa SON 16.359108 zg Oceania 500hPa DJF 19.493519 +zg Oceania 500hPa year 16.917082 zg Australia 500hPa MAM 10.786163 zg Australia 500hPa JJA 12.732416 zg Australia 500hPa SON 9.019169 zg Australia 500hPa DJF 7.8257256 +zg Australia 500hPa year 7.6819086 zg Antarctica 500hPa MAM 29.679556 zg Antarctica 500hPa JJA 22.542133 zg Antarctica 500hPa SON 39.77302 zg Antarctica 500hPa DJF 17.306444 +zg Antarctica 500hPa year 27.324423 zg glob 500hPa MAM 18.11863 zg glob 500hPa JJA 20.765 zg glob 500hPa SON 20.827812 zg glob 500hPa DJF 18.499672 +zg glob 500hPa year 17.24508 zg arctic 500hPa MAM 11.56436 zg arctic 500hPa JJA 20.290874 zg arctic 500hPa SON 15.382695 zg arctic 500hPa DJF 28.795181 +zg arctic 500hPa year 12.213451 zg northmid 500hPa MAM 20.875366 zg northmid 500hPa JJA 28.6641 zg northmid 500hPa SON 19.06254 zg northmid 500hPa DJF 16.938856 +zg northmid 500hPa year 17.002766 zg tropics 500hPa MAM 12.293903 zg tropics 500hPa JJA 18.696873 zg tropics 500hPa SON 17.363201 zg tropics 500hPa DJF 12.31246 +zg tropics 500hPa year 14.644902 zg innertropics 500hPa MAM 15.002358 zg innertropics 500hPa JJA 22.204256 zg innertropics 500hPa SON 19.490158 zg innertropics 500hPa DJF 13.990401 +zg innertropics 500hPa year 17.622452 zg nino34 500hPa MAM 17.248617 zg nino34 500hPa JJA 27.130342 zg nino34 500hPa SON 23.403402 zg nino34 500hPa DJF 17.86337 +zg nino34 500hPa year 21.411402 zg southmid 500hPa MAM 23.354742 zg southmid 500hPa JJA 17.730984 zg southmid 500hPa SON 23.199411 zg southmid 500hPa DJF 24.462545 +zg southmid 500hPa year 21.19465 zg antarctic 500hPa MAM 29.8386 zg antarctic 500hPa JJA 22.455578 zg antarctic 500hPa SON 34.377686 zg antarctic 500hPa DJF 16.860899 +zg antarctic 500hPa year 25.50806 zos Atlantic_Basin surface MAM 0.03146748 zos Atlantic_Basin surface JJA 0.031379666 zos Atlantic_Basin surface SON 0.03375559 zos Atlantic_Basin 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South_America surface year nan zos Oceania surface MAM nan zos Oceania surface JJA nan zos Oceania surface SON nan zos Oceania surface DJF nan +zos Oceania surface year nan zos Australia surface MAM 0.026859786 zos Australia surface JJA 0.021877922 zos Australia surface SON 0.008516464 zos Australia surface DJF 0.008789137 +zos Australia surface year 0.016560826 zos Antarctica surface MAM 0.012963835 zos Antarctica surface JJA 0.018012058 zos Antarctica surface SON 0.020927664 zos Antarctica surface DJF 0.009217549 +zos Antarctica surface year 0.015255278 zos glob surface MAM 0.032287706 zos glob surface JJA 0.031601958 zos glob surface SON 0.033597227 zos glob surface DJF 0.031034734 +zos glob surface year 0.03090781 zos arctic surface MAM 0.022344705 zos arctic surface JJA 0.024355516 zos arctic surface SON 0.03499235 zos arctic surface DJF 0.027533159 +zos arctic surface year 0.029039586 zos northmid surface MAM 0.039336808 zos northmid surface JJA 0.039901316 zos northmid surface 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Southern_Ocean_Basin surface DJF 0.25710648 +tos Southern_Ocean_Basin surface year 0.1458144 tos Mediterranean_Basin surface MAM 0.2977786 tos Mediterranean_Basin surface JJA 0.13395374 tos Mediterranean_Basin surface SON 0.19880785 tos Mediterranean_Basin surface DJF 0.10954883 +tos Mediterranean_Basin surface year 0.1392693 tos Asia surface MAM 0.11278528 tos Asia surface JJA 0.33171722 tos Asia surface SON 0.5815091 tos Asia surface DJF 0.13841145 +tos Asia surface year 0.17265937 tos North_America surface MAM 0.06986855 tos North_America surface JJA 0.15651798 tos North_America surface SON 0.056549255 tos North_America surface DJF 0.05923467 +tos North_America surface year 0.085542604 tos Europe surface MAM 0.3146546 tos Europe surface JJA 0.16575134 tos Europe surface SON 0.2292645 tos Europe surface DJF 0.045444667 +tos Europe surface year 0.083180785 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM 0.099396646 tos South_America surface JJA 0.1504569 tos South_America surface SON 0.11493406 tos South_America surface DJF 0.12698162 +tos South_America surface year 0.12294233 tos Oceania surface MAM nan tos Oceania surface JJA nan tos Oceania surface SON nan tos Oceania surface DJF nan +tos Oceania surface year nan tos Australia surface MAM 0.21615106 tos Australia surface JJA 0.102570236 tos Australia surface SON 0.104628384 tos Australia surface DJF 0.28661913 +tos Australia surface year 0.16512322 tos Antarctica surface MAM 0.13625479 tos Antarctica surface JJA 0.23305753 tos Antarctica surface SON 0.31905538 tos Antarctica surface DJF 0.25876358 +tos Antarctica surface year 0.23678282 tos glob surface MAM 0.20824012 tos glob surface JJA 0.24915965 tos glob surface SON 0.28448185 tos glob surface DJF 0.24009357 +tos glob surface year 0.21040584 tos arctic surface MAM 0.112285845 tos arctic surface JJA 0.34570897 tos arctic surface SON 0.3522554 tos arctic surface DJF 0.11353301 +tos arctic surface year 0.20303719 tos northmid surface MAM 0.28153473 tos northmid surface JJA 0.34498 tos northmid surface SON 0.44570822 tos northmid surface DJF 0.19830278 +tos northmid surface year 0.23937264 tos tropics surface MAM 0.25707373 tos tropics surface JJA 0.28334644 tos tropics surface SON 0.31744358 tos tropics surface DJF 0.2917827 +tos tropics surface year 0.27034858 tos innertropics surface MAM 0.3236623 tos innertropics surface JJA 0.3561355 tos innertropics surface SON 0.4096178 tos innertropics surface DJF 0.3591424 +tos innertropics surface year 0.35198733 tos nino34 surface MAM 1.0531514 tos nino34 surface JJA 1.0603474 tos nino34 surface SON 1.3561507 tos nino34 surface DJF 1.2006245 +tos nino34 surface year 1.1675684 tos southmid surface MAM 0.15317789 tos southmid surface JJA 0.14348102 tos southmid surface SON 0.181667 tos southmid surface DJF 0.1932429 +tos southmid surface year 0.13007376 tos antarctic surface 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Indian_Basin 1000m DJF nan +thetao Indian_Basin 1000m year nan thetao Arctic_Basin 10m MAM nan thetao Arctic_Basin 10m JJA nan thetao Arctic_Basin 10m SON nan thetao Arctic_Basin 10m DJF nan +thetao Arctic_Basin 10m year nan thetao Arctic_Basin 100m MAM nan thetao Arctic_Basin 100m JJA nan thetao Arctic_Basin 100m SON nan thetao Arctic_Basin 100m DJF nan +thetao Arctic_Basin 100m year nan thetao Arctic_Basin 1000m MAM nan thetao Arctic_Basin 1000m JJA nan thetao Arctic_Basin 1000m SON nan thetao Arctic_Basin 1000m DJF nan +thetao Arctic_Basin 1000m year nan thetao Southern_Ocean_Basin 10m MAM nan thetao Southern_Ocean_Basin 10m JJA nan thetao Southern_Ocean_Basin 10m SON nan thetao Southern_Ocean_Basin 10m DJF nan +thetao Southern_Ocean_Basin 10m year nan thetao Southern_Ocean_Basin 100m MAM nan thetao Southern_Ocean_Basin 100m JJA nan thetao Southern_Ocean_Basin 100m SON nan thetao Southern_Ocean_Basin 100m DJF nan +thetao Southern_Ocean_Basin 100m year nan thetao Southern_Ocean_Basin 1000m MAM nan thetao Southern_Ocean_Basin 1000m JJA nan thetao Southern_Ocean_Basin 1000m SON nan thetao Southern_Ocean_Basin 1000m DJF nan +thetao Southern_Ocean_Basin 1000m year nan thetao Mediterranean_Basin 10m MAM nan thetao Mediterranean_Basin 10m JJA nan thetao Mediterranean_Basin 10m SON nan thetao Mediterranean_Basin 10m DJF nan +thetao Mediterranean_Basin 10m year nan thetao Mediterranean_Basin 100m MAM nan thetao Mediterranean_Basin 100m JJA nan thetao Mediterranean_Basin 100m SON nan thetao Mediterranean_Basin 100m DJF nan +thetao Mediterranean_Basin 100m year nan thetao Mediterranean_Basin 1000m MAM nan thetao Mediterranean_Basin 1000m JJA nan thetao Mediterranean_Basin 1000m SON nan thetao Mediterranean_Basin 1000m DJF nan +thetao Mediterranean_Basin 1000m year nan thetao Asia 10m MAM nan thetao Asia 10m JJA nan thetao Asia 10m SON nan thetao Asia 10m DJF nan +thetao Asia 10m year nan thetao Asia 100m MAM nan thetao Asia 100m JJA nan thetao Asia 100m SON nan thetao Asia 100m DJF nan +thetao Asia 100m year nan thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM nan thetao North_America 10m JJA nan thetao North_America 10m SON nan thetao North_America 10m DJF nan +thetao North_America 10m year nan thetao North_America 100m MAM nan thetao North_America 100m JJA nan thetao North_America 100m SON nan thetao North_America 100m DJF nan +thetao North_America 100m year nan thetao North_America 1000m MAM nan thetao North_America 1000m JJA nan thetao North_America 1000m SON nan thetao North_America 1000m DJF nan +thetao North_America 1000m year nan thetao Europe 10m MAM nan thetao Europe 10m JJA nan thetao Europe 10m SON nan thetao Europe 10m DJF nan +thetao Europe 10m year nan thetao Europe 100m MAM nan thetao Europe 100m JJA nan thetao Europe 100m SON nan thetao Europe 100m DJF nan +thetao Europe 100m year nan thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM nan thetao South_America 10m JJA nan thetao South_America 10m SON nan thetao South_America 10m DJF nan +thetao South_America 10m year nan thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM nan thetao Australia 10m JJA nan thetao Australia 10m SON nan thetao Australia 10m DJF nan +thetao Australia 10m year nan thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM nan thetao Antarctica 10m JJA nan thetao Antarctica 10m SON nan thetao Antarctica 10m DJF nan +thetao Antarctica 10m year nan thetao Antarctica 100m MAM nan thetao Antarctica 100m JJA nan thetao Antarctica 100m SON nan thetao Antarctica 100m DJF nan +thetao Antarctica 100m year nan thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM nan thetao glob 10m JJA nan thetao glob 10m SON nan thetao glob 10m DJF nan +thetao glob 10m year nan thetao glob 100m MAM nan thetao glob 100m JJA nan thetao glob 100m SON nan thetao glob 100m DJF nan +thetao glob 100m year nan thetao glob 1000m MAM nan thetao glob 1000m JJA nan thetao glob 1000m SON nan thetao glob 1000m DJF nan +thetao glob 1000m year nan thetao arctic 10m MAM nan thetao arctic 10m JJA nan thetao arctic 10m SON nan thetao arctic 10m DJF nan +thetao arctic 10m year nan thetao arctic 100m MAM nan thetao arctic 100m JJA nan thetao arctic 100m SON nan thetao arctic 100m DJF nan +thetao arctic 100m year nan thetao arctic 1000m MAM nan thetao arctic 1000m JJA nan thetao arctic 1000m SON nan thetao arctic 1000m DJF nan +thetao arctic 1000m year nan thetao northmid 10m MAM nan thetao northmid 10m JJA nan thetao northmid 10m SON nan thetao northmid 10m DJF nan +thetao northmid 10m year nan thetao northmid 100m MAM nan thetao northmid 100m JJA nan thetao northmid 100m SON nan thetao northmid 100m DJF nan +thetao northmid 100m year nan thetao northmid 1000m MAM nan thetao northmid 1000m JJA nan thetao northmid 1000m SON nan thetao northmid 1000m DJF nan +thetao northmid 1000m year nan thetao tropics 10m MAM nan thetao tropics 10m JJA nan thetao tropics 10m SON nan thetao tropics 10m DJF nan +thetao tropics 10m year nan thetao tropics 100m MAM nan thetao tropics 100m JJA nan thetao tropics 100m SON nan thetao tropics 100m DJF nan +thetao tropics 100m year nan thetao tropics 1000m MAM nan thetao tropics 1000m JJA nan thetao tropics 1000m SON nan thetao tropics 1000m DJF nan +thetao tropics 1000m year nan thetao innertropics 10m MAM nan thetao innertropics 10m JJA nan thetao innertropics 10m SON nan thetao innertropics 10m DJF nan +thetao innertropics 10m year nan thetao innertropics 100m MAM nan thetao innertropics 100m JJA nan thetao innertropics 100m SON nan thetao innertropics 100m DJF nan +thetao innertropics 100m year nan thetao innertropics 1000m MAM nan thetao innertropics 1000m JJA nan thetao innertropics 1000m SON nan thetao innertropics 1000m DJF nan +thetao innertropics 1000m year nan thetao nino34 10m MAM nan thetao nino34 10m JJA nan thetao nino34 10m SON nan thetao nino34 10m DJF nan +thetao nino34 10m year nan thetao nino34 100m MAM nan thetao nino34 100m JJA nan thetao nino34 100m SON nan thetao nino34 100m DJF nan +thetao nino34 100m year nan thetao nino34 1000m MAM nan thetao nino34 1000m JJA nan thetao nino34 1000m SON nan thetao nino34 1000m DJF nan +thetao nino34 1000m year nan thetao southmid 10m MAM nan thetao southmid 10m JJA nan thetao southmid 10m SON nan thetao southmid 10m DJF nan +thetao southmid 10m year nan thetao southmid 100m MAM nan thetao southmid 100m JJA nan thetao southmid 100m SON nan thetao southmid 100m DJF nan +thetao southmid 100m year nan thetao southmid 1000m MAM nan thetao southmid 1000m JJA nan thetao southmid 1000m SON nan thetao southmid 1000m DJF nan +thetao southmid 1000m year nan thetao antarctic 10m MAM nan thetao antarctic 10m JJA nan thetao antarctic 10m SON nan thetao antarctic 10m DJF nan +thetao antarctic 10m year nan thetao antarctic 100m MAM nan thetao antarctic 100m JJA nan thetao antarctic 100m SON nan thetao antarctic 100m DJF nan +thetao antarctic 100m year nan thetao antarctic 1000m MAM nan thetao antarctic 1000m JJA nan thetao antarctic 1000m SON nan thetao antarctic 1000m DJF nan +thetao antarctic 1000m year nan so Atlantic_Basin 10m MAM nan so Atlantic_Basin 10m JJA nan so Atlantic_Basin 10m SON nan so Atlantic_Basin 10m DJF nan +so Atlantic_Basin 10m year nan so Atlantic_Basin 100m MAM nan so Atlantic_Basin 100m JJA nan so Atlantic_Basin 100m SON nan so Atlantic_Basin 100m DJF nan +so Atlantic_Basin 100m year nan so Atlantic_Basin 1000m MAM nan so Atlantic_Basin 1000m JJA nan so Atlantic_Basin 1000m SON nan so Atlantic_Basin 1000m DJF nan +so Atlantic_Basin 1000m year nan so Pacific_Basin 10m MAM nan so Pacific_Basin 10m JJA nan so Pacific_Basin 10m SON nan so Pacific_Basin 10m DJF nan +so Pacific_Basin 10m year nan so Pacific_Basin 100m MAM nan so Pacific_Basin 100m JJA nan so Pacific_Basin 100m SON nan so Pacific_Basin 100m DJF nan +so Pacific_Basin 100m year nan so Pacific_Basin 1000m MAM nan so Pacific_Basin 1000m JJA nan so Pacific_Basin 1000m SON nan so Pacific_Basin 1000m DJF nan +so Pacific_Basin 1000m year nan so Indian_Basin 10m MAM nan so Indian_Basin 10m JJA nan so Indian_Basin 10m SON nan so Indian_Basin 10m DJF nan +so Indian_Basin 10m year nan so Indian_Basin 100m MAM nan so Indian_Basin 100m JJA nan so Indian_Basin 100m SON nan so Indian_Basin 100m DJF nan +so Indian_Basin 100m year nan so Indian_Basin 1000m MAM nan so Indian_Basin 1000m JJA nan so Indian_Basin 1000m SON nan so Indian_Basin 1000m DJF nan +so Indian_Basin 1000m year nan so Arctic_Basin 10m MAM nan so Arctic_Basin 10m JJA nan so Arctic_Basin 10m SON nan so Arctic_Basin 10m DJF nan +so Arctic_Basin 10m year nan so Arctic_Basin 100m MAM nan so Arctic_Basin 100m JJA nan so Arctic_Basin 100m SON nan so Arctic_Basin 100m DJF nan +so Arctic_Basin 100m year nan so Arctic_Basin 1000m MAM nan so Arctic_Basin 1000m JJA nan so Arctic_Basin 1000m SON nan so Arctic_Basin 1000m DJF nan +so Arctic_Basin 1000m year nan so Southern_Ocean_Basin 10m MAM nan so Southern_Ocean_Basin 10m JJA nan so Southern_Ocean_Basin 10m SON nan so Southern_Ocean_Basin 10m DJF nan +so Southern_Ocean_Basin 10m year nan so Southern_Ocean_Basin 100m MAM nan so Southern_Ocean_Basin 100m JJA nan so Southern_Ocean_Basin 100m SON nan so Southern_Ocean_Basin 100m DJF nan +so Southern_Ocean_Basin 100m year nan so Southern_Ocean_Basin 1000m MAM nan so Southern_Ocean_Basin 1000m JJA nan so Southern_Ocean_Basin 1000m SON nan so Southern_Ocean_Basin 1000m DJF nan +so Southern_Ocean_Basin 1000m year nan so Mediterranean_Basin 10m MAM nan so Mediterranean_Basin 10m JJA nan so Mediterranean_Basin 10m SON nan so Mediterranean_Basin 10m DJF nan +so Mediterranean_Basin 10m year nan so Mediterranean_Basin 100m MAM nan so Mediterranean_Basin 100m JJA nan so Mediterranean_Basin 100m SON nan so Mediterranean_Basin 100m DJF nan +so Mediterranean_Basin 100m year nan so Mediterranean_Basin 1000m MAM nan so Mediterranean_Basin 1000m JJA nan so Mediterranean_Basin 1000m SON nan so Mediterranean_Basin 1000m DJF nan +so Mediterranean_Basin 1000m year nan so Asia 10m MAM nan so Asia 10m JJA nan so Asia 10m SON nan so Asia 10m DJF nan +so Asia 10m year nan so Asia 100m MAM nan so Asia 100m JJA nan so Asia 100m SON nan so Asia 100m DJF nan +so Asia 100m year nan so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM nan so North_America 10m JJA nan so North_America 10m SON nan so North_America 10m DJF nan +so North_America 10m year nan so North_America 100m MAM nan so North_America 100m JJA nan so North_America 100m SON nan so North_America 100m DJF nan +so North_America 100m year nan so North_America 1000m MAM nan so North_America 1000m JJA nan so North_America 1000m SON nan so North_America 1000m DJF nan +so North_America 1000m year nan so Europe 10m MAM nan so Europe 10m JJA nan so Europe 10m SON nan so Europe 10m DJF nan +so Europe 10m year nan so Europe 100m MAM nan so Europe 100m JJA nan so Europe 100m SON nan so Europe 100m DJF nan +so Europe 100m year nan so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM nan so South_America 10m JJA nan so South_America 10m SON nan so South_America 10m DJF nan +so South_America 10m year nan so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM nan so Australia 10m JJA nan so Australia 10m SON nan so Australia 10m DJF nan +so Australia 10m year nan so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM nan so Antarctica 10m JJA nan so Antarctica 10m SON nan so Antarctica 10m DJF nan +so Antarctica 10m year nan so Antarctica 100m MAM nan so Antarctica 100m JJA nan so Antarctica 100m SON nan so Antarctica 100m DJF nan +so Antarctica 100m year nan so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM nan so glob 10m JJA nan so glob 10m SON nan so glob 10m DJF nan +so glob 10m year nan so glob 100m MAM nan so glob 100m JJA nan so glob 100m SON nan so glob 100m DJF nan +so glob 100m year nan so glob 1000m MAM nan so glob 1000m JJA nan so glob 1000m SON nan so glob 1000m DJF nan +so glob 1000m year nan so arctic 10m MAM nan so arctic 10m JJA nan so arctic 10m SON nan so arctic 10m DJF nan +so arctic 10m year nan so arctic 100m MAM nan so arctic 100m JJA nan so arctic 100m SON nan so arctic 100m DJF nan +so arctic 100m year nan so arctic 1000m MAM nan so arctic 1000m JJA nan so arctic 1000m SON nan so arctic 1000m DJF nan +so arctic 1000m year nan so northmid 10m MAM nan so northmid 10m JJA nan so northmid 10m SON nan so northmid 10m DJF nan +so northmid 10m year nan so northmid 100m MAM nan so northmid 100m JJA nan so northmid 100m SON nan so northmid 100m DJF nan +so northmid 100m year nan so northmid 1000m MAM nan so northmid 1000m JJA nan so northmid 1000m SON nan so northmid 1000m DJF nan +so northmid 1000m year nan so tropics 10m MAM nan so tropics 10m JJA nan so tropics 10m SON nan so tropics 10m DJF nan +so tropics 10m year nan so tropics 100m MAM nan so tropics 100m JJA nan so tropics 100m SON nan so tropics 100m DJF nan +so tropics 100m year nan so tropics 1000m MAM nan so tropics 1000m JJA nan so tropics 1000m SON nan so tropics 1000m DJF nan +so tropics 1000m year nan so innertropics 10m MAM nan so innertropics 10m JJA nan so innertropics 10m SON nan so innertropics 10m DJF nan +so innertropics 10m year nan so innertropics 100m MAM nan so innertropics 100m JJA nan so innertropics 100m SON nan so innertropics 100m DJF nan +so innertropics 100m year nan so innertropics 1000m MAM nan so innertropics 1000m JJA nan so innertropics 1000m SON nan so innertropics 1000m DJF nan +so innertropics 1000m year nan so nino34 10m MAM nan so nino34 10m JJA nan so nino34 10m SON nan so nino34 10m DJF nan +so nino34 10m year nan so nino34 100m MAM nan so nino34 100m JJA nan so nino34 100m SON nan so nino34 100m DJF nan +so nino34 100m year nan so nino34 1000m MAM nan so nino34 1000m JJA nan so nino34 1000m SON nan so nino34 1000m DJF nan +so nino34 1000m year nan so southmid 10m MAM nan so southmid 10m JJA nan so southmid 10m SON nan so southmid 10m DJF nan +so southmid 10m year nan so southmid 100m MAM nan so southmid 100m JJA nan so southmid 100m SON nan so southmid 100m DJF nan +so southmid 100m year nan so southmid 1000m MAM nan so southmid 1000m JJA nan so southmid 1000m SON nan so southmid 1000m DJF nan +so southmid 1000m year nan so antarctic 10m MAM nan so antarctic 10m JJA nan so antarctic 10m SON nan so antarctic 10m DJF nan +so antarctic 10m year nan so antarctic 100m MAM nan so antarctic 100m JJA nan so antarctic 100m SON nan so antarctic 100m DJF nan +so antarctic 100m year nan so antarctic 1000m MAM nan so antarctic 1000m JJA nan so antarctic 1000m SON nan so antarctic 1000m DJF nan +so antarctic 1000m year nan diff --git a/eval/ERA5/SAM0-UNICON.csv b/eval/ERA5/SAM0-UNICON.csv index 0211715..3b48728 100644 --- a/eval/ERA5/SAM0-UNICON.csv +++ b/eval/ERA5/SAM0-UNICON.csv @@ -3,1319 +3,1649 @@ siconc Atlantic_Basin surface MAM 11.723134436592753 siconc Atlantic_Basin surface JJA 16.267724166497427 siconc Atlantic_Basin surface SON 14.98321261225479 siconc Atlantic_Basin surface DJF 13.013818015887129 +siconc Atlantic_Basin surface year 11.893477463469546 siconc Pacific_Basin surface MAM 18.801739704719022 siconc Pacific_Basin surface JJA 2.852382142505585 siconc Pacific_Basin surface SON 4.770988097702739 siconc Pacific_Basin surface DJF 14.358066668644266 +siconc Pacific_Basin surface year 7.231330563458039 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 3.801110490957201 siconc Arctic_Basin surface JJA 6.821971558703923 siconc Arctic_Basin surface SON 6.46694937710391 siconc Arctic_Basin surface DJF 5.27079070810248 +siconc Arctic_Basin surface year 4.751925117363081 siconc Southern_Ocean_Basin surface MAM 11.270251755486239 siconc Southern_Ocean_Basin surface JJA 10.25257347365737 siconc Southern_Ocean_Basin surface SON 11.631091206545578 siconc Southern_Ocean_Basin surface DJF 12.133132079827963 +siconc Southern_Ocean_Basin surface year 9.385009291338546 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 29.885142415364584 siconc Asia surface JJA 0.4176365661621091 siconc Asia surface SON 8.694195607503254 siconc Asia surface DJF 41.8640571085612 +siconc Asia surface year 26.25362263997396 siconc North_America surface MAM nan siconc North_America surface JJA nan siconc North_America surface SON nan siconc North_America surface DJF nan +siconc North_America surface year nan siconc Europe surface MAM 2.37 siconc Europe surface JJA nan siconc Europe surface SON 1.32 siconc Europe surface DJF 9.05 +siconc Europe surface year 4.25 siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 4.936283683776855 siconc Antarctica surface JJA 57.74362091064453 siconc Antarctica surface SON 53.6055517578125 siconc Antarctica surface DJF 14.17325023651123 +siconc Antarctica surface year 32.617177124023435 siconc glob surface MAM 8.09371199194002 siconc glob surface JJA 9.183088913733686 siconc glob surface SON 9.57885579169748 siconc glob surface DJF 9.228648882884048 +siconc glob surface year 7.674807973739402 siconc arctic surface MAM 5.266820736837662 siconc arctic surface JJA 8.355245039698534 siconc arctic surface SON 7.7344563644520745 siconc arctic surface DJF 6.655441650790208 +siconc arctic surface year 6.176330912018058 siconc northmid surface MAM 14.651657924211571 siconc northmid surface JJA 5.822884916778663 siconc northmid surface SON 4.871895891209798 siconc northmid surface DJF 13.47517824092683 +siconc northmid surface year 6.991310438631693 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 4.935375551855937 siconc southmid surface JJA 8.55894114320423 siconc southmid surface SON 9.727415384883978 siconc southmid surface DJF 3.5447653176250924 +siconc southmid surface year 6.993232219318503 siconc antarctic surface MAM 11.639758765722448 siconc antarctic surface JJA 9.936041144181527 siconc antarctic surface SON 10.601698019873927 siconc antarctic surface DJF 13.579781843008064 +siconc antarctic surface year 9.730251213880344 tas Atlantic_Basin surface MAM 1.4266027 tas Atlantic_Basin surface JJA 1.0636944 tas Atlantic_Basin surface SON 1.375277 tas Atlantic_Basin surface DJF 2.017214 +tas Atlantic_Basin surface year 1.4021684 tas Pacific_Basin surface MAM 0.7961839 tas Pacific_Basin surface JJA 0.705048 tas Pacific_Basin surface SON 0.5910746 tas Pacific_Basin surface DJF 0.76577157 +tas Pacific_Basin surface year 0.6460867 tas Indian_Basin surface MAM 0.5675684 tas Indian_Basin surface JJA 0.45935702 tas Indian_Basin surface SON 0.5071177 tas Indian_Basin surface DJF 0.52410764 +tas Indian_Basin surface year 0.38732636 tas Arctic_Basin surface MAM 4.7167854 tas Arctic_Basin surface JJA 2.0495145 tas Arctic_Basin surface SON 5.6219764 tas Arctic_Basin surface DJF 7.4091454 +tas Arctic_Basin surface year 4.9333286 tas Southern_Ocean_Basin surface MAM 2.0869844 tas Southern_Ocean_Basin surface JJA 2.7229407 tas Southern_Ocean_Basin surface SON 2.1689284 tas Southern_Ocean_Basin surface DJF 1.2443687 +tas Southern_Ocean_Basin surface year 2.011608 tas Mediterranean_Basin surface MAM 1.0597421 tas Mediterranean_Basin surface JJA 1.437816 tas Mediterranean_Basin surface SON 1.0704418 tas Mediterranean_Basin surface DJF 1.0012476 +tas Mediterranean_Basin surface year 1.0974225 tas Asia surface MAM 2.3853571 tas Asia surface JJA 2.461122 tas Asia surface SON 2.0874288 tas Asia surface DJF 2.5058463 +tas Asia surface year 2.175254 tas North_America surface MAM 2.187645 tas North_America surface JJA 2.3044918 tas North_America surface SON 2.4374561 tas North_America surface DJF 3.002357 +tas North_America surface year 2.339748 tas Europe surface MAM 1.3501886 tas Europe surface JJA 1.1339105 tas Europe surface SON 1.2596898 tas Europe surface DJF 2.4876854 +tas Europe surface year 1.3438368 tas Africa surface MAM 1.774677 tas Africa surface JJA 1.4607276 tas Africa surface SON 1.4208125 tas Africa surface DJF 2.2726645 +tas Africa surface year 1.658448 tas South_America surface MAM 1.8559648 tas South_America surface JJA 1.9911027 tas South_America surface SON 1.9571608 tas South_America surface DJF 1.9376768 +tas South_America surface year 1.8399048 tas Oceania surface MAM 2.1015818 tas Oceania surface JJA 2.3561347 tas Oceania surface SON 1.5093633 tas Oceania surface DJF 1.6669894 +tas Oceania surface year 1.818351 tas Australia surface MAM 0.75635254 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Arctic_Basin 300hPa SON 1.1974291 ua Arctic_Basin 300hPa DJF 1.5137609 +ua Arctic_Basin 300hPa year 0.6089839 ua Southern_Ocean_Basin 300hPa MAM 2.0944898 ua Southern_Ocean_Basin 300hPa JJA 1.5871208 ua Southern_Ocean_Basin 300hPa SON 2.0360844 ua Southern_Ocean_Basin 300hPa DJF 2.1404984 +ua Southern_Ocean_Basin 300hPa year 1.7901365 ua Mediterranean_Basin 300hPa MAM 2.9751146 ua Mediterranean_Basin 300hPa JJA 1.7769232 ua Mediterranean_Basin 300hPa SON 1.5062612 ua Mediterranean_Basin 300hPa DJF 3.684788 +ua Mediterranean_Basin 300hPa year 1.1786388 ua Asia 300hPa MAM 1.5763618 ua Asia 300hPa JJA 1.3106877 ua Asia 300hPa SON 1.4685934 ua Asia 300hPa DJF 2.5413327 +ua Asia 300hPa year 0.886911 ua North_America 300hPa MAM 1.8257294 ua North_America 300hPa JJA 1.5290996 ua North_America 300hPa SON 0.97530204 ua North_America 300hPa DJF 1.662304 +ua North_America 300hPa year 1.103228 ua Europe 300hPa MAM 1.4006159 ua Europe 300hPa JJA 0.63194436 ua Europe 300hPa SON 1.1326252 ua Europe 300hPa DJF 3.740651 +ua Europe 300hPa year 1.0951917 ua Africa 300hPa MAM 2.1946962 ua Africa 300hPa JJA 2.2659242 ua Africa 300hPa SON 2.0935683 ua Africa 300hPa DJF 2.5628145 +ua Africa 300hPa year 1.2175925 ua South_America 300hPa MAM 3.2278297 ua South_America 300hPa JJA 2.8896074 ua South_America 300hPa SON 2.166098 ua South_America 300hPa DJF 2.4954596 +ua South_America 300hPa year 2.5184684 ua Oceania 300hPa MAM 1.6075444 ua Oceania 300hPa JJA 1.8131516 ua Oceania 300hPa SON 2.5061998 ua Oceania 300hPa DJF 0.6492021 +ua Oceania 300hPa year 1.0381976 ua Australia 300hPa MAM 2.3183384 ua Australia 300hPa JJA 3.9729314 ua Australia 300hPa SON 3.0767138 ua Australia 300hPa DJF 2.126658 +ua Australia 300hPa year 2.2005484 ua Antarctica 300hPa MAM 1.3487582 ua Antarctica 300hPa JJA 1.5629429 ua Antarctica 300hPa SON 1.2681279 ua Antarctica 300hPa DJF 1.0005718 +ua Antarctica 300hPa year 1.2188096 ua glob 300hPa MAM 2.0984945 ua glob 300hPa JJA 1.8535665 ua glob 300hPa SON 1.5925341 ua glob 300hPa DJF 2.0995932 +ua glob 300hPa year 1.4140064 ua arctic 300hPa MAM 1.1560014 ua arctic 300hPa JJA 1.3017936 ua arctic 300hPa SON 1.1042191 ua arctic 300hPa DJF 1.6663989 +ua arctic 300hPa year 0.76422334 ua northmid 300hPa MAM 2.1630585 ua northmid 300hPa JJA 1.6189364 ua northmid 300hPa SON 1.5504414 ua northmid 300hPa DJF 3.0903933 +ua northmid 300hPa year 1.2311759 ua tropics 300hPa MAM 2.7745483 ua tropics 300hPa JJA 2.472716 ua tropics 300hPa SON 1.595293 ua tropics 300hPa DJF 1.9936739 +ua tropics 300hPa year 1.5771898 ua innertropics 300hPa MAM 2.6232197 ua innertropics 300hPa JJA 2.1262155 ua innertropics 300hPa SON 1.4129156 ua innertropics 300hPa DJF 1.9225366 +ua innertropics 300hPa year 1.5574106 ua nino34 300hPa MAM 3.6370063 ua nino34 300hPa JJA 1.3387324 ua nino34 300hPa SON 0.89643466 ua nino34 300hPa DJF 0.925827 +ua nino34 300hPa year 1.3272046 ua southmid 300hPa MAM 2.165302 ua southmid 300hPa JJA 1.5979145 ua southmid 300hPa SON 2.1318433 ua southmid 300hPa DJF 2.1892884 +ua southmid 300hPa year 1.8109081 ua antarctic 300hPa MAM 1.4537853 ua antarctic 300hPa JJA 1.5589974 ua antarctic 300hPa SON 1.42604 ua antarctic 300hPa DJF 1.3437455 +ua antarctic 300hPa year 1.3574624 zg Atlantic_Basin 500hPa MAM 17.026377 zg Atlantic_Basin 500hPa JJA 17.46308 zg Atlantic_Basin 500hPa SON 25.615028 zg Atlantic_Basin 500hPa DJF 33.627968 +zg Atlantic_Basin 500hPa year 21.675385 zg Pacific_Basin 500hPa MAM 13.949804 zg Pacific_Basin 500hPa JJA 18.697447 zg Pacific_Basin 500hPa SON 22.124304 zg Pacific_Basin 500hPa DJF 19.771557 +zg Pacific_Basin 500hPa year 15.762092 zg Indian_Basin 500hPa MAM 12.312683 zg Indian_Basin 500hPa JJA 17.732363 zg Indian_Basin 500hPa SON 19.272276 zg Indian_Basin 500hPa DJF 13.518422 +zg Indian_Basin 500hPa year 14.431235 zg Arctic_Basin 500hPa MAM 16.67573 zg Arctic_Basin 500hPa JJA 20.030586 zg Arctic_Basin 500hPa SON 11.773094 zg Arctic_Basin 500hPa DJF 20.12287 +zg Arctic_Basin 500hPa year 5.0296082 zg Southern_Ocean_Basin 500hPa MAM 27.787842 zg Southern_Ocean_Basin 500hPa JJA 23.401386 zg Southern_Ocean_Basin 500hPa SON 31.739582 zg Southern_Ocean_Basin 500hPa DJF 28.68494 +zg Southern_Ocean_Basin 500hPa year 25.529974 zg Mediterranean_Basin 500hPa MAM 13.810927 zg Mediterranean_Basin 500hPa JJA 8.7347555 zg Mediterranean_Basin 500hPa SON 20.337088 zg Mediterranean_Basin 500hPa DJF 62.427948 +zg Mediterranean_Basin 500hPa year 23.538864 zg Asia 500hPa MAM 10.512464 zg Asia 500hPa JJA 10.732839 zg Asia 500hPa SON 16.791119 zg Asia 500hPa DJF 14.144275 +zg Asia 500hPa year 8.924486 zg North_America 500hPa MAM 21.028913 zg North_America 500hPa JJA 16.055988 zg North_America 500hPa SON 18.631773 zg North_America 500hPa DJF 28.142782 +zg North_America 500hPa year 17.691978 zg Europe 500hPa MAM 10.201361 zg Europe 500hPa JJA 5.668296 zg Europe 500hPa SON 15.204102 zg Europe 500hPa DJF 47.897606 +zg Europe 500hPa year 14.192992 zg Africa 500hPa MAM 6.439466 zg Africa 500hPa JJA 10.500761 zg Africa 500hPa SON 15.053013 zg Africa 500hPa DJF 13.592045 +zg Africa 500hPa year 8.935775 zg South_America 500hPa MAM 10.455176 zg South_America 500hPa JJA 15.127311 zg South_America 500hPa SON 20.249329 zg South_America 500hPa DJF 13.3057575 +zg South_America 500hPa year 14.372158 zg Oceania 500hPa MAM 11.743697 zg Oceania 500hPa JJA 8.28671 zg Oceania 500hPa SON 18.562899 zg Oceania 500hPa DJF 15.967551 +zg Oceania 500hPa year 11.621005 zg Australia 500hPa MAM 5.1970396 zg Australia 500hPa JJA 11.842123 zg Australia 500hPa SON 14.798365 zg Australia 500hPa DJF 6.496264 +zg Australia 500hPa year 7.4973073 zg Antarctica 500hPa MAM 20.3339 zg Antarctica 500hPa JJA 30.446585 zg Antarctica 500hPa SON 62.693157 zg Antarctica 500hPa DJF 38.159 +zg Antarctica 500hPa year 37.829205 zg glob 500hPa MAM 17.221262 zg glob 500hPa JJA 19.078703 zg glob 500hPa SON 25.705896 zg glob 500hPa DJF 24.645208 +zg glob 500hPa year 18.528234 zg arctic 500hPa MAM 16.661057 zg arctic 500hPa JJA 15.598467 zg arctic 500hPa SON 15.442842 zg arctic 500hPa DJF 29.659454 +zg arctic 500hPa year 10.838914 zg northmid 500hPa MAM 17.761164 zg northmid 500hPa JJA 15.034493 zg northmid 500hPa SON 16.448355 zg northmid 500hPa DJF 25.873674 +zg northmid 500hPa year 13.745327 zg tropics 500hPa MAM 10.011982 zg tropics 500hPa JJA 18.364347 zg tropics 500hPa SON 23.17314 zg tropics 500hPa DJF 16.073818 +zg tropics 500hPa year 16.147034 zg innertropics 500hPa MAM 10.536307 zg innertropics 500hPa JJA 21.934067 zg innertropics 500hPa SON 23.544235 zg innertropics 500hPa DJF 15.219239 +zg innertropics 500hPa year 17.711636 zg nino34 500hPa MAM 11.460665 zg nino34 500hPa JJA 24.399593 zg nino34 500hPa SON 25.147408 zg nino34 500hPa DJF 19.876461 +zg nino34 500hPa year 20.221004 zg southmid 500hPa MAM 25.459263 zg southmid 500hPa JJA 16.710505 zg southmid 500hPa SON 19.440084 zg southmid 500hPa DJF 25.80187 +zg southmid 500hPa year 19.006203 zg antarctic 500hPa MAM 23.787865 zg antarctic 500hPa JJA 31.419977 zg antarctic 500hPa SON 57.835945 zg antarctic 500hPa DJF 35.674732 +zg antarctic 500hPa year 36.540768 zos Atlantic_Basin surface MAM 0.03399111 zos Atlantic_Basin surface JJA 0.034842912 zos Atlantic_Basin surface SON 0.035161924 zos Atlantic_Basin surface DJF 0.03291641 +zos Atlantic_Basin surface year 0.033549577 zos Pacific_Basin surface MAM 0.0291746 zos Pacific_Basin surface JJA 0.027349403 zos Pacific_Basin surface SON 0.027562447 zos Pacific_Basin surface DJF 0.025931166 +zos Pacific_Basin surface year 0.026276408 zos Indian_Basin surface MAM 0.03942025 zos Indian_Basin surface JJA 0.03965781 zos Indian_Basin surface SON 0.044966917 zos Indian_Basin surface DJF 0.03972424 +zos Indian_Basin surface year 0.038723513 zos Arctic_Basin surface MAM 0.019585464 zos Arctic_Basin surface JJA 0.016776307 zos Arctic_Basin surface SON 0.023309693 zos Arctic_Basin surface DJF 0.024981705 +zos Arctic_Basin surface year 0.020044405 zos Southern_Ocean_Basin surface MAM 0.040562406 zos Southern_Ocean_Basin surface JJA 0.03931938 zos Southern_Ocean_Basin surface SON 0.04227948 zos Southern_Ocean_Basin surface DJF 0.03872165 +zos Southern_Ocean_Basin surface year 0.037608117 zos Mediterranean_Basin surface MAM 0.017860616 zos Mediterranean_Basin surface JJA 0.018519001 zos Mediterranean_Basin surface SON 0.01403311 zos Mediterranean_Basin surface DJF 0.01304587 +zos Mediterranean_Basin surface year 0.015119261 zos Asia surface MAM 0.012194722 zos Asia surface JJA 0.032512847 zos Asia surface SON 0.04605342 zos Asia surface DJF 0.012630419 +zos Asia surface year 0.037820462 zos North_America surface MAM 0.0003306456 zos North_America surface JJA nan zos North_America surface SON nan zos North_America surface DJF nan +zos North_America surface year 0.000520207 zos Europe surface MAM 0.014544408 zos Europe surface JJA 0.017894015 zos Europe surface SON 0.004579192 zos Europe surface DJF 0.015397303 +zos Europe surface year 0.011214089 zos Africa surface MAM nan zos Africa surface JJA nan zos Africa surface SON nan zos Africa surface DJF nan +zos Africa surface year nan zos South_America surface MAM nan zos South_America surface JJA nan zos South_America surface SON nan zos South_America surface DJF nan +zos South_America surface year nan zos Oceania surface MAM nan zos Oceania surface JJA nan zos Oceania surface SON nan zos Oceania surface DJF nan +zos Oceania surface year nan zos Australia surface MAM 0.028878786 zos Australia surface JJA 0.021492474 zos Australia surface SON 0.016127538 zos Australia surface DJF 0.01725556 +zos Australia surface year 0.020988587 zos Antarctica surface MAM 0.000288181 zos Antarctica surface JJA 0.0053521395 zos Antarctica surface SON 0.009685203 zos Antarctica surface DJF 0.0029435698 +zos Antarctica surface year 0.0030704886 zos glob surface MAM 0.0346263 zos glob surface JJA 0.0326976 zos glob surface SON 0.034579128 zos glob surface DJF 0.032774873 +zos glob surface year 0.03191725 zos arctic surface MAM 0.02161005 zos arctic surface JJA 0.01785167 zos arctic surface SON 0.024148686 zos arctic surface DJF 0.021380855 +zos arctic surface year 0.020802015 zos northmid surface MAM 0.043322533 zos northmid surface JJA 0.044581022 zos northmid surface SON 0.04617221 zos northmid surface DJF 0.042058006 +zos northmid surface year 0.04366327 zos tropics surface MAM 0.026021812 zos tropics surface JJA 0.025988298 zos tropics surface SON 0.026159614 zos tropics surface DJF 0.02388763 +zos tropics surface year 0.023820406 zos innertropics surface MAM 0.02144216 zos innertropics surface JJA 0.021293947 zos innertropics surface SON 0.022059005 zos innertropics surface DJF 0.019237682 +zos innertropics surface year 0.018424433 zos nino34 surface MAM 0.028308045 zos nino34 surface JJA 0.035475016 zos nino34 surface SON 0.029563118 zos nino34 surface DJF 0.02656181 +zos nino34 surface year 0.02998387 zos southmid surface MAM 0.05209357 zos southmid surface JJA 0.046137877 zos southmid surface SON 0.0488553 zos southmid surface DJF 0.05020203 +zos southmid surface year 0.04878807 zos antarctic surface MAM 0.017926568 zos antarctic surface JJA 0.019581204 zos antarctic surface SON 0.02286876 zos antarctic surface DJF 0.01637228 +zos antarctic surface year 0.016329058 tos Atlantic_Basin surface MAM 0.17103268 tos Atlantic_Basin surface JJA 0.22470798 tos Atlantic_Basin surface SON 0.21473713 tos Atlantic_Basin surface DJF 0.15728608 +tos Atlantic_Basin surface year 0.14614883 tos Pacific_Basin surface MAM 0.18025985 tos Pacific_Basin surface JJA 0.19860153 tos Pacific_Basin surface SON 0.20827015 tos Pacific_Basin surface DJF 0.19308928 +tos Pacific_Basin surface year 0.15594894 tos Indian_Basin surface MAM 0.13246661 tos Indian_Basin surface JJA 0.14327073 tos Indian_Basin surface SON 0.1513851 tos Indian_Basin surface DJF 0.14988188 +tos Indian_Basin surface year 0.093254745 tos Arctic_Basin surface MAM 0.06870946 tos Arctic_Basin surface JJA 0.2935226 tos Arctic_Basin surface SON 0.30056685 tos Arctic_Basin surface DJF 0.07064112 +tos Arctic_Basin surface year 0.1741934 tos Southern_Ocean_Basin surface MAM 0.25215843 tos Southern_Ocean_Basin surface JJA 0.15862554 tos Southern_Ocean_Basin surface SON 0.1532351 tos Southern_Ocean_Basin surface DJF 0.32785428 +tos Southern_Ocean_Basin surface year 0.1629178 tos Mediterranean_Basin surface MAM 0.21220678 tos Mediterranean_Basin surface JJA 0.14617524 tos Mediterranean_Basin surface SON 0.2131777 tos Mediterranean_Basin surface DJF 0.10591392 +tos Mediterranean_Basin surface year 0.09432911 tos Asia surface MAM 0.23111038 tos Asia surface JJA 0.30817017 tos Asia surface SON 0.5818942 tos Asia surface DJF 0.5951511 +tos Asia surface year 0.15244946 tos North_America surface MAM 0.16300234 tos North_America surface JJA 0.21729144 tos North_America surface SON 0.13560365 tos North_America surface DJF 0.15830304 +tos North_America surface year 0.14128307 tos Europe surface MAM 1.1248626 tos Europe surface JJA 0.51331776 tos Europe surface SON 0.5091891 tos Europe surface DJF 0.5439747 +tos Europe surface year 0.29609287 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM 0.16604647 tos South_America surface JJA 0.17510334 tos South_America surface SON 0.111859635 tos South_America surface DJF 0.19811025 +tos South_America surface year 0.15560114 tos Oceania surface MAM nan tos Oceania surface JJA nan tos Oceania surface SON nan tos Oceania surface DJF nan +tos Oceania surface year nan tos Australia surface MAM 0.13534689 tos Australia surface JJA 0.15298605 tos Australia surface SON 0.03963104 tos Australia surface DJF 0.30326706 +tos Australia surface year 0.112906635 tos Antarctica surface MAM 0.5071134 tos Antarctica surface JJA 0.1677704 tos Antarctica surface SON 0.059736595 tos Antarctica surface DJF 0.62919676 +tos Antarctica surface year 0.22720078 tos glob surface MAM 0.18227392 tos glob surface JJA 0.1973813 tos glob surface SON 0.19920765 tos glob surface DJF 0.20620707 +tos glob surface year 0.15191501 tos arctic surface MAM 0.115776084 tos arctic surface JJA 0.31712753 tos arctic surface SON 0.3062655 tos arctic surface DJF 0.11621177 +tos arctic surface year 0.19803259 tos northmid surface MAM 0.20539416 tos northmid surface JJA 0.30710462 tos northmid surface SON 0.3266106 tos northmid surface DJF 0.17352551 +tos northmid surface year 0.1595773 tos tropics surface MAM 0.15514845 tos tropics surface JJA 0.15411435 tos tropics surface SON 0.16694194 tos tropics surface DJF 0.17095703 +tos tropics surface year 0.12994431 tos innertropics surface MAM 0.19909532 tos innertropics surface JJA 0.18013932 tos innertropics surface SON 0.19810088 tos innertropics surface DJF 0.21753514 +tos innertropics surface year 0.17106538 tos nino34 surface MAM 0.47119388 tos nino34 surface JJA 0.25385076 tos nino34 surface SON 0.28530452 tos nino34 surface DJF 0.42907572 +tos nino34 surface year 0.3597525 tos southmid surface MAM 0.21582833 tos southmid surface JJA 0.16206878 tos southmid surface SON 0.1440618 tos southmid surface DJF 0.27109766 +tos southmid surface year 0.1579719 tos antarctic surface MAM 0.27983403 tos antarctic surface JJA 0.1466569 tos antarctic surface SON 0.14999285 tos antarctic surface DJF 0.33083147 +tos antarctic surface year 0.14852984 thetao Atlantic_Basin 10m MAM 1.0373023 thetao Atlantic_Basin 10m JJA 1.1426167 thetao Atlantic_Basin 10m SON 0.9942567 thetao Atlantic_Basin 10m DJF 1.0201586 +thetao Atlantic_Basin 10m year 0.9675202 thetao Atlantic_Basin 100m MAM 1.076959 thetao Atlantic_Basin 100m JJA 1.0151163 thetao Atlantic_Basin 100m SON 1.0008581 thetao Atlantic_Basin 100m DJF 0.98054713 +thetao Atlantic_Basin 100m year 0.9597895 thetao Atlantic_Basin 1000m MAM 1.5154446 thetao Atlantic_Basin 1000m JJA 1.5250673 thetao Atlantic_Basin 1000m SON 1.5314387 thetao Atlantic_Basin 1000m DJF 1.5158688 +thetao Atlantic_Basin 1000m year 1.5214512 thetao Pacific_Basin 10m MAM 0.76674896 thetao Pacific_Basin 10m JJA 0.72447294 thetao Pacific_Basin 10m SON 0.680076 thetao Pacific_Basin 10m DJF 0.6568171 +thetao Pacific_Basin 10m year 0.65298647 thetao Pacific_Basin 100m MAM 1.0692817 thetao Pacific_Basin 100m JJA 1.1702236 thetao Pacific_Basin 100m SON 1.1728977 thetao Pacific_Basin 100m DJF 1.0428075 +thetao Pacific_Basin 100m year 1.0782623 thetao Pacific_Basin 1000m MAM 0.38579854 thetao Pacific_Basin 1000m JJA 0.38674128 thetao Pacific_Basin 1000m SON 0.39018244 thetao Pacific_Basin 1000m DJF 0.38959637 +thetao Pacific_Basin 1000m year 0.38749555 thetao Indian_Basin 10m MAM 0.8511346 thetao Indian_Basin 10m JJA 0.6437227 thetao Indian_Basin 10m SON 0.70097476 thetao Indian_Basin 10m DJF 0.76579905 +thetao Indian_Basin 10m year 0.6736486 thetao Indian_Basin 100m MAM 1.1246154 thetao Indian_Basin 100m JJA 1.3635671 thetao Indian_Basin 100m SON 1.6298631 thetao Indian_Basin 100m DJF 1.2155092 +thetao Indian_Basin 100m year 1.2492054 thetao Indian_Basin 1000m MAM 0.79405504 thetao Indian_Basin 1000m JJA 0.7941967 thetao Indian_Basin 1000m SON 0.79094034 thetao Indian_Basin 1000m DJF 0.80944824 +thetao Indian_Basin 1000m year 0.7968359 thetao Arctic_Basin 10m MAM 0.5184064 thetao Arctic_Basin 10m JJA 0.6016164 thetao Arctic_Basin 10m SON 0.5514722 thetao Arctic_Basin 10m DJF 0.5849812 +thetao Arctic_Basin 10m year 0.5449203 thetao Arctic_Basin 100m MAM 0.3439302 thetao Arctic_Basin 100m JJA 0.3786777 thetao Arctic_Basin 100m SON 0.37143934 thetao Arctic_Basin 100m DJF 0.3469391 +thetao Arctic_Basin 100m year 0.34635025 thetao Arctic_Basin 1000m MAM 1.0824639 thetao Arctic_Basin 1000m JJA 1.0982744 thetao Arctic_Basin 1000m SON 1.0891577 thetao Arctic_Basin 1000m DJF 1.078842 +thetao Arctic_Basin 1000m year 1.0871845 thetao Southern_Ocean_Basin 10m MAM 0.8533867 thetao Southern_Ocean_Basin 10m JJA 0.84145176 thetao Southern_Ocean_Basin 10m SON 0.8145361 thetao Southern_Ocean_Basin 10m DJF 0.88220197 +thetao Southern_Ocean_Basin 10m year 0.7803004 thetao Southern_Ocean_Basin 100m MAM 0.9452945 thetao Southern_Ocean_Basin 100m JJA 0.8430477 thetao Southern_Ocean_Basin 100m SON 0.84063053 thetao Southern_Ocean_Basin 100m DJF 0.92241514 +thetao Southern_Ocean_Basin 100m year 0.85378337 thetao Southern_Ocean_Basin 1000m MAM 0.548192 thetao Southern_Ocean_Basin 1000m JJA 0.54134333 thetao Southern_Ocean_Basin 1000m SON 0.5486478 thetao Southern_Ocean_Basin 1000m DJF 0.5543811 +thetao Southern_Ocean_Basin 1000m year 0.54715586 thetao Mediterranean_Basin 10m MAM 0.8575932 thetao Mediterranean_Basin 10m JJA 1.246332 thetao Mediterranean_Basin 10m SON 1.4098048 thetao Mediterranean_Basin 10m DJF 0.84921 +thetao Mediterranean_Basin 10m year 1.0858997 thetao Mediterranean_Basin 100m MAM 0.6320826 thetao Mediterranean_Basin 100m JJA 0.720964 thetao Mediterranean_Basin 100m SON 0.8412778 thetao Mediterranean_Basin 100m DJF 0.69087887 +thetao Mediterranean_Basin 100m year 0.7073758 thetao Mediterranean_Basin 1000m MAM 0.49741352 thetao Mediterranean_Basin 1000m JJA 0.49110436 thetao Mediterranean_Basin 1000m SON 0.49184817 thetao Mediterranean_Basin 1000m DJF 0.48711586 +thetao Mediterranean_Basin 1000m year 0.49187246 thetao Asia 10m MAM 2.1767943 thetao Asia 10m JJA 1.6321101 thetao Asia 10m SON 2.2623622 thetao Asia 10m DJF 1.9149162 +thetao Asia 10m year 0.9545091 thetao Asia 100m MAM 0.95177686 thetao Asia 100m JJA 0.49786964 thetao Asia 100m SON 0.84346044 thetao Asia 100m DJF 0.5858171 +thetao Asia 100m year 0.52627766 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.3763256 thetao North_America 10m JJA 1.1458385 thetao North_America 10m SON 0.6501711 thetao North_America 10m DJF 1.598932 +thetao North_America 10m year 1.1687999 thetao North_America 100m MAM 0.3016787 thetao North_America 100m JJA 0.36052513 thetao North_America 100m SON 0.25408313 thetao North_America 100m DJF 0.22555004 +thetao North_America 100m year 0.2663149 thetao North_America 1000m MAM nan thetao North_America 1000m JJA nan thetao North_America 1000m SON nan thetao North_America 1000m DJF nan +thetao North_America 1000m year nan thetao Europe 10m MAM 1.843186 thetao Europe 10m JJA 2.2207184 thetao Europe 10m SON 1.0762038 thetao Europe 10m DJF 2.0435822 +thetao Europe 10m year 0.5656669 thetao Europe 100m MAM 1.3242807 thetao Europe 100m JJA 1.3647661 thetao Europe 100m SON 1.5318747 thetao Europe 100m DJF 1.3106537 +thetao Europe 100m year 1.3828864 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 1.1268096 thetao South_America 10m JJA 1.0033216 thetao South_America 10m SON 0.7856655 thetao South_America 10m DJF 1.2107935 +thetao South_America 10m year 0.75026274 thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 0.28676987 thetao Australia 10m JJA 1.2177753 thetao Australia 10m SON 1.6652718 thetao Australia 10m DJF 0.6244693 +thetao Australia 10m year 0.9485731 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 0.3943534 thetao Antarctica 10m JJA 0.25981832 thetao Antarctica 10m SON 0.23453951 thetao Antarctica 10m DJF 0.2594244 +thetao Antarctica 10m year 0.28703392 thetao Antarctica 100m MAM 0.073025495 thetao Antarctica 100m JJA 0.7362274 thetao Antarctica 100m SON 0.45105767 thetao Antarctica 100m DJF 0.091474295 +thetao Antarctica 100m year 0.33793098 thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 0.8257053 thetao glob 10m JJA 0.8164126 thetao glob 10m SON 0.76891035 thetao glob 10m DJF 0.79451483 +thetao glob 10m year 0.73977137 thetao glob 100m MAM 0.96610135 thetao glob 100m JJA 0.9857889 thetao glob 100m SON 1.011021 thetao glob 100m DJF 0.94361717 +thetao glob 100m year 0.93486154 thetao glob 1000m MAM 0.7255875 thetao glob 1000m JJA 0.7267683 thetao glob 1000m SON 0.7301127 thetao glob 1000m DJF 0.7302543 +thetao glob 1000m year 0.7275712 thetao arctic 10m MAM 0.7142994 thetao arctic 10m JJA 0.87720245 thetao arctic 10m SON 0.7490075 thetao arctic 10m DJF 0.70821625 +thetao arctic 10m year 0.7417912 thetao arctic 100m MAM 0.58778554 thetao arctic 100m JJA 0.50094944 thetao arctic 100m SON 0.46601036 thetao arctic 100m DJF 0.44999605 +thetao arctic 100m year 0.48461804 thetao arctic 1000m MAM 1.1769294 thetao arctic 1000m JJA 1.19395 thetao arctic 1000m SON 1.1887563 thetao arctic 1000m DJF 1.1765519 +thetao arctic 1000m year 1.184047 thetao northmid 10m MAM 1.1831534 thetao northmid 10m JJA 1.2245835 thetao northmid 10m SON 1.139827 thetao northmid 10m DJF 1.0397897 +thetao northmid 10m year 1.0459979 thetao northmid 100m MAM 1.0554633 thetao northmid 100m JJA 1.1568629 thetao northmid 100m SON 1.3164737 thetao northmid 100m DJF 1.1261405 +thetao northmid 100m year 1.1484487 thetao northmid 1000m MAM 0.8350776 thetao northmid 1000m JJA 0.8455167 thetao northmid 1000m SON 0.8517871 thetao northmid 1000m DJF 0.85086334 +thetao northmid 1000m year 0.8453148 thetao tropics 10m MAM 0.76772213 thetao tropics 10m JJA 0.68355006 thetao tropics 10m SON 0.65869427 thetao tropics 10m DJF 0.6957902 +thetao tropics 10m year 0.64881027 thetao tropics 100m MAM 1.0726676 thetao tropics 100m JJA 1.274208 thetao tropics 100m SON 1.3105327 thetao tropics 100m DJF 1.0930315 +thetao tropics 100m year 1.1191179 thetao tropics 1000m MAM 0.68269324 thetao tropics 1000m JJA 0.68039805 thetao tropics 1000m SON 0.68379235 thetao tropics 1000m DJF 0.68237 +thetao tropics 1000m year 0.681774 thetao innertropics 10m MAM 0.8605802 thetao innertropics 10m JJA 0.69785607 thetao innertropics 10m SON 0.7153082 thetao innertropics 10m DJF 0.7901555 +thetao innertropics 10m year 0.70859605 thetao innertropics 100m MAM 1.355576 thetao innertropics 100m JJA 1.7499756 thetao innertropics 100m SON 1.7819811 thetao innertropics 100m DJF 1.4111174 +thetao innertropics 100m year 1.4661924 thetao innertropics 1000m MAM 0.59259963 thetao innertropics 1000m JJA 0.5885223 thetao innertropics 1000m SON 0.59324944 thetao innertropics 1000m DJF 0.59165585 +thetao innertropics 1000m year 0.5910276 thetao nino34 10m MAM 1.54446 thetao nino34 10m JJA 0.8475614 thetao nino34 10m SON 1.3304546 thetao nino34 10m DJF 1.5203809 +thetao nino34 10m year 1.3107136 thetao nino34 100m MAM 2.1373127 thetao nino34 100m JJA 2.689229 thetao nino34 100m SON 1.0117438 thetao nino34 100m DJF 1.0208468 +thetao nino34 100m year 1.5395281 thetao nino34 1000m MAM 0.29625165 thetao nino34 1000m JJA 0.2919702 thetao nino34 1000m SON 0.2973483 thetao nino34 1000m DJF 0.31306276 +thetao nino34 1000m year 0.29965848 thetao southmid 10m MAM 0.9094062 thetao southmid 10m JJA 0.8860741 thetao southmid 10m SON 0.9104861 thetao southmid 10m DJF 0.9671672 +thetao southmid 10m year 0.8340065 thetao southmid 100m MAM 1.1860263 thetao southmid 100m JJA 0.9696346 thetao southmid 100m SON 0.98801744 thetao southmid 100m DJF 1.143114 +thetao southmid 100m year 1.0457603 thetao southmid 1000m MAM 0.6560928 thetao southmid 1000m JJA 0.65563565 thetao southmid 1000m SON 0.6556155 thetao southmid 1000m DJF 0.6635282 +thetao southmid 1000m year 0.65681666 thetao antarctic 10m MAM 0.61483645 thetao antarctic 10m JJA 0.5500412 thetao antarctic 10m SON 0.4263244 thetao antarctic 10m DJF 0.5805478 +thetao antarctic 10m year 0.48988917 thetao antarctic 100m MAM 0.47100922 thetao antarctic 100m JJA 0.47068092 thetao antarctic 100m SON 0.39346144 thetao antarctic 100m DJF 0.38571653 +thetao antarctic 100m year 0.3750562 thetao antarctic 1000m MAM 0.493623 thetao antarctic 1000m JJA 0.48348978 thetao antarctic 1000m SON 0.49915922 thetao antarctic 1000m DJF 0.49810496 +thetao antarctic 1000m year 0.49276873 so Atlantic_Basin 10m MAM 0.51919925 so Atlantic_Basin 10m JJA 0.6207207 so Atlantic_Basin 10m SON 0.6152832 so Atlantic_Basin 10m DJF 0.5514871 +so Atlantic_Basin 10m year 0.5611518 so Atlantic_Basin 100m MAM 0.36993328 so Atlantic_Basin 100m JJA 0.35715854 so Atlantic_Basin 100m SON 0.35259804 so Atlantic_Basin 100m DJF 0.36033216 +so Atlantic_Basin 100m year 0.35643253 so Atlantic_Basin 1000m MAM 0.3015279 so Atlantic_Basin 1000m JJA 0.3010864 so Atlantic_Basin 1000m SON 0.30195493 so Atlantic_Basin 1000m DJF 0.30148965 +so Atlantic_Basin 1000m year 0.3014708 so Pacific_Basin 10m MAM 0.57113856 so Pacific_Basin 10m JJA 0.5871295 so Pacific_Basin 10m SON 0.57831913 so Pacific_Basin 10m DJF 0.57016003 +so Pacific_Basin 10m year 0.57344925 so Pacific_Basin 100m MAM 0.6168566 so Pacific_Basin 100m JJA 0.60302526 so Pacific_Basin 100m SON 0.60024494 so Pacific_Basin 100m DJF 0.6071895 +so Pacific_Basin 100m year 0.60670495 so Pacific_Basin 1000m MAM 0.15590155 so Pacific_Basin 1000m JJA 0.15553917 so Pacific_Basin 1000m SON 0.15580538 so Pacific_Basin 1000m DJF 0.15615648 +so Pacific_Basin 1000m year 0.15584612 so Indian_Basin 10m MAM 0.66142607 so Indian_Basin 10m JJA 0.71149546 so Indian_Basin 10m SON 0.73033243 so Indian_Basin 10m DJF 0.6721918 +so Indian_Basin 10m year 0.68754745 so Indian_Basin 100m MAM 0.5829773 so Indian_Basin 100m JJA 0.57052034 so Indian_Basin 100m SON 0.5729162 so Indian_Basin 100m DJF 0.56543094 +so Indian_Basin 100m year 0.56850904 so Indian_Basin 1000m MAM 0.19848858 so Indian_Basin 1000m JJA 0.20198092 so Indian_Basin 1000m SON 0.2019901 so Indian_Basin 1000m DJF 0.20219669 +so Indian_Basin 1000m year 0.20116417 so Arctic_Basin 10m MAM 1.2804565 so Arctic_Basin 10m JJA 1.3842434 so Arctic_Basin 10m SON 1.3191035 so Arctic_Basin 10m DJF 1.4441522 +so Arctic_Basin 10m year 1.3021764 so Arctic_Basin 100m MAM 0.57962966 so Arctic_Basin 100m JJA 0.5861706 so Arctic_Basin 100m SON 0.6290373 so Arctic_Basin 100m DJF 0.5577717 +so Arctic_Basin 100m year 0.5863828 so Arctic_Basin 1000m MAM 0.070058614 so Arctic_Basin 1000m JJA 0.075913765 so Arctic_Basin 1000m SON 0.07609856 so Arctic_Basin 1000m DJF 0.06653857 +so Arctic_Basin 1000m year 0.072152264 so Southern_Ocean_Basin 10m MAM 0.40623 so Southern_Ocean_Basin 10m JJA 0.34397584 so Southern_Ocean_Basin 10m SON 0.32003957 so Southern_Ocean_Basin 10m DJF 0.38342002 +so Southern_Ocean_Basin 10m year 0.35385087 so Southern_Ocean_Basin 100m MAM 0.29983467 so Southern_Ocean_Basin 100m JJA 0.33798718 so Southern_Ocean_Basin 100m SON 0.34688506 so Southern_Ocean_Basin 100m DJF 0.32375574 +so Southern_Ocean_Basin 100m year 0.32550526 so Southern_Ocean_Basin 1000m MAM 0.10423919 so Southern_Ocean_Basin 1000m JJA 0.10376866 so Southern_Ocean_Basin 1000m SON 0.10421346 so Southern_Ocean_Basin 1000m DJF 0.104476966 +so Southern_Ocean_Basin 1000m year 0.10407362 so Mediterranean_Basin 10m MAM 3.1781974 so Mediterranean_Basin 10m JJA 3.0439723 so Mediterranean_Basin 10m SON 3.0245879 so Mediterranean_Basin 10m DJF 3.220439 +so Mediterranean_Basin 10m year 3.1167986 so Mediterranean_Basin 100m MAM 3.4840686 so Mediterranean_Basin 100m JJA 3.5081005 so Mediterranean_Basin 100m SON 3.5124333 so Mediterranean_Basin 100m DJF 3.5044823 +so Mediterranean_Basin 100m year 3.502271 so Mediterranean_Basin 1000m MAM 4.087348 so Mediterranean_Basin 1000m JJA 4.080102 so Mediterranean_Basin 1000m SON 4.0898795 so Mediterranean_Basin 1000m DJF 4.0943165 +so Mediterranean_Basin 1000m year 4.087912 so Asia 10m MAM 11.788496 so Asia 10m JJA 12.177523 so Asia 10m SON 11.73436 so Asia 10m DJF 11.523613 +so Asia 10m year 11.805998 so Asia 100m MAM 0.5417805 so Asia 100m JJA 0.66456795 so Asia 100m SON 0.5412998 so Asia 100m DJF 0.46073532 +so Asia 100m year 0.5520973 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 2.0085564 so North_America 10m JJA 2.099153 so North_America 10m SON 2.126994 so North_America 10m DJF 2.2190063 +so North_America 10m year 2.1087523 so North_America 100m MAM 0.42656708 so North_America 100m JJA 0.41547266 so North_America 100m SON 0.46136346 so North_America 100m DJF 0.4158516 +so North_America 100m year 0.42398325 so North_America 1000m MAM nan so North_America 1000m JJA nan so North_America 1000m SON nan so North_America 1000m DJF nan +so North_America 1000m year nan so Europe 10m MAM 11.5117035 so Europe 10m JJA 12.291689 so Europe 10m SON 12.162462 so Europe 10m DJF 11.488947 +so Europe 10m year 11.8637 so Europe 100m MAM 3.1491718 so Europe 100m JJA 3.1211662 so Europe 100m SON 3.071352 so Europe 100m DJF 3.1802654 +so Europe 100m year 3.1304893 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 0.60521126 so South_America 10m JJA 0.5457897 so South_America 10m SON 0.41998482 so South_America 10m DJF 0.18058205 +so South_America 10m year 0.4378929 so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 0.8905029 so Australia 10m JJA 0.9090023 so Australia 10m SON 0.96678925 so Australia 10m DJF 0.9479389 +so Australia 10m year 0.92855835 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.7240677 so Antarctica 10m JJA 0.29411697 so Antarctica 10m SON 0.2790413 so Antarctica 10m DJF 0.90992355 +so Antarctica 10m year 0.55178833 so Antarctica 100m MAM 0.16532135 so Antarctica 100m JJA 0.1271553 so Antarctica 100m SON 0.039215088 so Antarctica 100m DJF 0.07320404 +so Antarctica 100m year 0.10122681 so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.6461606 so glob 10m JJA 0.66957897 so glob 10m SON 0.65290165 so glob 10m DJF 0.66516256 +so glob 10m year 0.64505607 so glob 100m MAM 0.48816183 so glob 100m JJA 0.4919618 so glob 100m SON 0.4972756 so glob 100m DJF 0.48618832 +so glob 100m year 0.4891226 so glob 1000m MAM 0.17324255 so glob 1000m JJA 0.17375676 so glob 1000m SON 0.17415427 so glob 1000m DJF 0.1735162 +so glob 1000m year 0.17362845 so arctic 10m MAM 1.1848154 so arctic 10m JJA 1.3178049 so arctic 10m SON 1.2600406 so arctic 10m DJF 1.3364962 +so arctic 10m year 1.228332 so arctic 100m MAM 0.5183138 so arctic 100m JJA 0.52120763 so arctic 100m SON 0.5552474 so arctic 100m DJF 0.4988618 +so arctic 100m year 0.52018195 so arctic 1000m MAM 0.08684172 so arctic 1000m JJA 0.0922037 so arctic 1000m SON 0.09265053 so arctic 1000m DJF 0.08360139 +so arctic 1000m year 0.08882426 so northmid 10m MAM 0.91586006 so northmid 10m JJA 0.9715359 so northmid 10m SON 0.93843603 so northmid 10m DJF 0.9224258 +so northmid 10m year 0.9331762 so northmid 100m MAM 0.6273636 so northmid 100m JJA 0.61152345 so northmid 100m SON 0.6050455 so northmid 100m DJF 0.6295677 +so northmid 100m year 0.61684895 so northmid 1000m MAM 0.2806394 so northmid 1000m JJA 0.28072765 so northmid 1000m SON 0.281648 so northmid 1000m DJF 0.2803006 +so northmid 1000m year 0.28075576 so tropics 10m MAM 0.5475527 so tropics 10m JJA 0.5779094 so tropics 10m SON 0.5837445 so tropics 10m DJF 0.5524594 +so tropics 10m year 0.55635065 so tropics 100m MAM 0.5476544 so tropics 100m JJA 0.53987896 so tropics 100m SON 0.53597593 so tropics 100m DJF 0.5343199 +so tropics 100m year 0.53759813 so tropics 1000m MAM 0.21452977 so tropics 1000m JJA 0.21508233 so tropics 1000m SON 0.21522585 so tropics 1000m DJF 0.2154696 +so tropics 1000m year 0.21507691 so innertropics 10m MAM 0.52074826 so innertropics 10m JJA 0.56682926 so innertropics 10m SON 0.5651405 so innertropics 10m DJF 0.53233373 +so innertropics 10m year 0.5315288 so innertropics 100m MAM 0.5290046 so innertropics 100m JJA 0.5270842 so innertropics 100m SON 0.5214234 so innertropics 100m DJF 0.5090659 +so innertropics 100m year 0.519149 so innertropics 1000m MAM 0.20557241 so innertropics 1000m JJA 0.20624226 so innertropics 1000m SON 0.20593156 so innertropics 1000m DJF 0.20567235 +so innertropics 1000m year 0.20585464 so nino34 10m MAM 0.47631338 so nino34 10m JJA 0.4351197 so nino34 10m SON 0.39628616 so nino34 10m DJF 0.4475037 +so nino34 10m year 0.4388058 so nino34 100m MAM 0.5394176 so nino34 100m JJA 0.5188068 so nino34 100m SON 0.53611046 so nino34 100m DJF 0.54763144 +so nino34 100m year 0.5354915 so nino34 1000m MAM 0.1876153 so nino34 1000m JJA 0.19139901 so nino34 1000m SON 0.18693428 so nino34 1000m DJF 0.18623969 +so nino34 1000m year 0.1880469 so southmid 10m MAM 0.45155367 so southmid 10m JJA 0.44869697 so southmid 10m SON 0.43877354 so southmid 10m DJF 0.44052914 +so southmid 10m year 0.44401792 so southmid 100m MAM 0.4298284 so southmid 100m JJA 0.44579157 so southmid 100m SON 0.45111698 so southmid 100m DJF 0.44069806 +so southmid 100m year 0.44117665 so southmid 1000m MAM 0.11671297 so southmid 1000m JJA 0.115877874 so southmid 1000m SON 0.115586914 so southmid 1000m DJF 0.116176955 +so southmid 1000m year 0.115976155 so antarctic 10m MAM 0.38596585 so antarctic 10m JJA 0.23686336 so antarctic 10m SON 0.1996949 so antarctic 10m DJF 0.3484128 +so antarctic 10m year 0.2644537 so antarctic 100m MAM 0.18501602 so antarctic 100m JJA 0.22439118 so antarctic 100m SON 0.24178769 so antarctic 100m DJF 0.21274337 +so antarctic 100m year 0.21301414 so antarctic 1000m MAM 0.11437009 so antarctic 1000m JJA 0.11457121 so antarctic 1000m SON 0.11626467 so antarctic 1000m DJF 0.11742334 +so antarctic 1000m year 0.1156574 diff --git a/eval/ERA5/TaiESM1.csv b/eval/ERA5/TaiESM1.csv index ccbe486..7d4c724 100644 --- a/eval/ERA5/TaiESM1.csv +++ b/eval/ERA5/TaiESM1.csv @@ -3,1319 +3,1649 @@ siconc Atlantic_Basin surface MAM 9.915554485171102 siconc Atlantic_Basin surface JJA 11.619562159578212 siconc Atlantic_Basin surface SON 9.811107157092794 siconc Atlantic_Basin surface DJF 10.03857271510548 +siconc Atlantic_Basin surface year 8.698686602153174 siconc Pacific_Basin surface MAM 15.557836733603171 siconc Pacific_Basin surface JJA 2.8749973518496907 siconc Pacific_Basin surface SON 5.536004535263099 siconc Pacific_Basin surface DJF 10.837505908112757 +siconc Pacific_Basin surface year 6.290611707249211 siconc Indian_Basin surface MAM nan siconc Indian_Basin surface JJA nan siconc Indian_Basin surface SON nan siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan siconc Arctic_Basin surface MAM 2.4067926531264856 siconc Arctic_Basin surface JJA 5.310910681573229 siconc Arctic_Basin surface SON 4.950948618456158 siconc Arctic_Basin surface DJF 3.6980534542263688 +siconc Arctic_Basin surface year 2.6112897046599595 siconc Southern_Ocean_Basin surface MAM 12.418215031056217 siconc Southern_Ocean_Basin surface JJA 10.567740532018048 siconc Southern_Ocean_Basin surface SON 11.478212710561182 siconc Southern_Ocean_Basin surface DJF 10.177048516700692 +siconc Southern_Ocean_Basin surface year 9.528955845274183 siconc Mediterranean_Basin surface MAM nan siconc Mediterranean_Basin surface JJA nan siconc Mediterranean_Basin surface SON nan siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan siconc Asia surface MAM 29.923185119628908 siconc Asia surface JJA 2.8760372924804685 siconc Asia surface SON 11.334071655273435 siconc Asia surface DJF 41.850726013183596 +siconc Asia surface year 27.13130310058594 siconc North_America surface MAM nan siconc North_America surface JJA nan siconc North_America surface SON nan siconc North_America surface DJF nan +siconc North_America surface year nan siconc Europe surface MAM 2.37 siconc Europe surface JJA nan siconc Europe surface SON 1.32 siconc Europe surface DJF 9.05 +siconc Europe surface year 4.25 siconc Africa surface MAM nan siconc Africa surface JJA nan siconc Africa surface SON nan siconc Africa surface DJF nan +siconc Africa surface year nan siconc South_America surface MAM nan siconc South_America surface JJA nan siconc South_America surface SON nan siconc South_America surface DJF nan +siconc South_America surface year nan siconc Oceania surface MAM nan siconc Oceania surface JJA nan siconc Oceania surface SON nan siconc Oceania surface DJF nan +siconc Oceania surface year nan siconc Australia surface MAM nan siconc Australia surface JJA nan siconc Australia surface SON nan siconc Australia surface DJF nan +siconc Australia surface year nan siconc Antarctica surface MAM 4.8984738230705265 siconc Antarctica surface JJA 20.68931869506836 siconc Antarctica surface SON 28.25194839477539 siconc Antarctica surface DJF 3.0102417850494385 +siconc Antarctica surface year 11.76575958251953 siconc glob surface MAM 7.50947819778268 siconc glob surface JJA 8.200489542175006 siconc glob surface SON 8.403859565653798 siconc glob surface DJF 7.265348594549581 +siconc glob surface year 6.466057800324817 siconc arctic surface MAM 3.6062742620776786 siconc arctic surface JJA 6.246199129406223 siconc arctic surface SON 5.632425884140498 siconc arctic surface DJF 4.688673861189309 +siconc arctic surface year 3.6051937498358617 siconc northmid surface MAM 13.961596683299364 siconc northmid surface JJA 6.3887730853103335 siconc northmid surface SON 5.215800598046564 siconc northmid surface DJF 11.570560997544089 +siconc northmid surface year 7.320523075752307 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.003335323608263 siconc southmid surface JJA 12.332441097444889 siconc southmid surface SON 14.160227004632247 siconc southmid surface DJF 5.862758019453574 +siconc southmid surface year 9.314886369801705 siconc antarctic surface MAM 12.915135161827534 siconc antarctic surface JJA 8.922723859378582 siconc antarctic surface SON 9.461590834216263 siconc antarctic surface DJF 10.678480566409394 +siconc antarctic surface year 8.984868409839834 tas Atlantic_Basin surface MAM 1.4382079 tas Atlantic_Basin surface JJA 0.9554822 tas Atlantic_Basin surface SON 1.1729257 tas Atlantic_Basin surface DJF 1.706385 +tas Atlantic_Basin surface year 1.2530302 tas Pacific_Basin surface MAM 0.8106822 tas Pacific_Basin surface JJA 0.72379076 tas Pacific_Basin surface SON 0.6133582 tas Pacific_Basin surface DJF 0.76236147 +tas Pacific_Basin surface year 0.6497832 tas Indian_Basin surface MAM 0.6519158 tas Indian_Basin surface JJA 0.59338707 tas Indian_Basin surface SON 0.40782335 tas Indian_Basin surface DJF 0.4049027 +tas Indian_Basin surface year 0.42276198 tas Arctic_Basin surface MAM 4.6388707 tas Arctic_Basin surface JJA 1.8793702 tas Arctic_Basin surface SON 3.9434414 tas Arctic_Basin surface DJF 5.824822 +tas Arctic_Basin surface year 4.0457273 tas Southern_Ocean_Basin surface MAM 1.8124179 tas Southern_Ocean_Basin surface JJA 2.1546319 tas Southern_Ocean_Basin surface SON 1.9179388 tas Southern_Ocean_Basin surface DJF 1.3243128 +tas Southern_Ocean_Basin surface year 1.7091088 tas Mediterranean_Basin surface MAM 0.5539468 tas Mediterranean_Basin surface JJA 1.0386481 tas Mediterranean_Basin surface SON 0.59463656 tas Mediterranean_Basin surface DJF 0.7915603 +tas Mediterranean_Basin surface year 0.6524762 tas Asia surface MAM 2.3205342 tas Asia surface JJA 1.8750955 tas Asia surface SON 1.9105401 tas Asia surface DJF 2.1367013 +tas Asia surface year 1.8646177 tas North_America surface MAM 1.9424841 tas North_America surface JJA 1.7738676 tas North_America surface SON 1.9897888 tas North_America surface DJF 2.957967 +tas North_America surface year 1.8966777 tas Europe surface MAM 1.265654 tas Europe surface JJA 1.6182728 tas Europe surface SON 1.1925973 tas Europe surface DJF 2.0057244 +tas Europe surface year 1.4189879 tas Africa surface MAM 1.1927273 tas Africa surface JJA 1.5153406 tas Africa surface SON 1.1977673 tas Africa surface DJF 1.5285469 +tas Africa surface year 1.1851525 tas South_America surface MAM 1.3539363 tas South_America surface JJA 1.4858372 tas South_America surface SON 1.532236 tas South_America surface DJF 1.5019522 +tas South_America surface year 1.3751557 tas Oceania surface MAM 2.5977728 tas Oceania surface JJA 2.432115 tas Oceania surface SON 1.7735873 tas Oceania surface DJF 2.052088 +tas Oceania surface year 2.115795 tas Australia surface MAM 1.2874948 tas Australia surface JJA 1.1010991 tas Australia surface SON 0.9258201 tas Australia surface DJF 0.9355373 +tas Australia surface year 0.9348301 tas Antarctica surface MAM 2.9248817 tas Antarctica surface JJA 4.5186515 tas Antarctica surface SON 4.050152 tas Antarctica surface DJF 1.1925807 +tas Antarctica surface year 3.0357103 tas glob surface MAM 1.8213507 tas glob surface JJA 1.687955 tas glob surface SON 1.7357986 tas glob surface DJF 1.7264097 +tas glob surface year 1.6343575 tas arctic surface MAM 3.869205 tas arctic surface JJA 1.7290384 tas arctic surface SON 3.316213 tas arctic surface DJF 4.8697424 +tas arctic surface year 3.3588045 tas northmid surface MAM 1.3626646 tas northmid surface JJA 1.4959092 tas northmid 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DJF 2.220792 +ua Pacific_Basin 300hPa year 1.5663356 ua Indian_Basin 300hPa MAM 1.3752617 ua Indian_Basin 300hPa JJA 1.9309627 ua Indian_Basin 300hPa SON 1.4108677 ua Indian_Basin 300hPa DJF 2.3976338 +ua Indian_Basin 300hPa year 0.9968879 ua Arctic_Basin 300hPa MAM 0.6324607 ua Arctic_Basin 300hPa JJA 1.0664415 ua Arctic_Basin 300hPa SON 1.3989478 ua Arctic_Basin 300hPa DJF 1.174485 +ua Arctic_Basin 300hPa year 0.5848283 ua Southern_Ocean_Basin 300hPa MAM 1.949555 ua Southern_Ocean_Basin 300hPa JJA 0.9456529 ua Southern_Ocean_Basin 300hPa SON 2.113858 ua Southern_Ocean_Basin 300hPa DJF 2.779057 +ua Southern_Ocean_Basin 300hPa year 1.7979245 ua Mediterranean_Basin 300hPa MAM 1.8336333 ua Mediterranean_Basin 300hPa JJA 0.9584554 ua Mediterranean_Basin 300hPa SON 2.2634325 ua Mediterranean_Basin 300hPa DJF 2.3142292 +ua Mediterranean_Basin 300hPa year 1.3507419 ua Asia 300hPa MAM 1.1785047 ua Asia 300hPa JJA 0.83172 ua Asia 300hPa SON 1.3381382 ua Asia 300hPa DJF 2.5560677 +ua Asia 300hPa year 0.98721427 ua North_America 300hPa MAM 1.5827116 ua North_America 300hPa JJA 1.8026671 ua North_America 300hPa SON 1.2984828 ua North_America 300hPa DJF 1.6784414 +ua North_America 300hPa year 1.2812543 ua Europe 300hPa MAM 0.8874566 ua Europe 300hPa JJA 0.91791135 ua Europe 300hPa SON 1.4016411 ua Europe 300hPa DJF 2.1136355 +ua Europe 300hPa year 0.8857861 ua Africa 300hPa MAM 1.2925524 ua Africa 300hPa JJA 1.0853128 ua Africa 300hPa SON 1.6661999 ua Africa 300hPa DJF 2.609237 +ua Africa 300hPa year 1.0223018 ua South_America 300hPa MAM 1.4539068 ua South_America 300hPa JJA 3.153976 ua South_America 300hPa SON 2.6194193 ua South_America 300hPa DJF 1.994185 +ua South_America 300hPa year 1.6959348 ua Oceania 300hPa MAM 3.4240382 ua Oceania 300hPa JJA 1.2024208 ua Oceania 300hPa SON 2.197935 ua Oceania 300hPa DJF 1.9606572 +ua Oceania 300hPa year 1.8467286 ua Australia 300hPa MAM 3.8375545 ua Australia 300hPa JJA 2.4470484 ua Australia 300hPa SON 2.339311 ua Australia 300hPa DJF 2.546448 +ua Australia 300hPa year 2.0375707 ua Antarctica 300hPa MAM 1.1068342 ua Antarctica 300hPa JJA 0.94409734 ua Antarctica 300hPa SON 1.2748232 ua Antarctica 300hPa DJF 1.2187657 +ua Antarctica 300hPa year 0.9990948 ua glob 300hPa MAM 1.7146138 ua glob 300hPa JJA 1.506495 ua glob 300hPa SON 1.5155355 ua glob 300hPa DJF 2.206154 +ua glob 300hPa year 1.3062869 ua arctic 300hPa MAM 0.90135664 ua arctic 300hPa JJA 1.0027037 ua arctic 300hPa SON 1.2695931 ua arctic 300hPa DJF 1.3129182 +ua arctic 300hPa year 0.73774165 ua northmid 300hPa MAM 1.767902 ua northmid 300hPa JJA 1.5894533 ua northmid 300hPa SON 1.3512931 ua northmid 300hPa DJF 2.600902 +ua northmid 300hPa year 1.3198537 ua tropics 300hPa MAM 2.150516 ua tropics 300hPa JJA 2.2052078 ua tropics 300hPa SON 1.4235835 ua tropics 300hPa DJF 2.3424659 +ua tropics 300hPa year 1.3419753 ua innertropics 300hPa MAM 1.9431385 ua innertropics 300hPa JJA 2.0049155 ua innertropics 300hPa SON 1.2622639 ua innertropics 300hPa DJF 2.3293486 +ua innertropics 300hPa year 1.255178 ua nino34 300hPa MAM 3.206596 ua nino34 300hPa JJA 1.6632603 ua nino34 300hPa SON 1.5534569 ua nino34 300hPa DJF 1.9103615 +ua nino34 300hPa year 1.8785625 ua southmid 300hPa MAM 1.987593 ua southmid 300hPa JJA 1.1217127 ua southmid 300hPa SON 1.991882 ua southmid 300hPa DJF 2.5765963 +ua southmid 300hPa year 1.7327654 ua antarctic 300hPa MAM 1.2357842 ua antarctic 300hPa JJA 0.8433373 ua antarctic 300hPa SON 1.5244989 ua antarctic 300hPa DJF 1.7800845 +ua antarctic 300hPa year 1.2178311 zg Atlantic_Basin 500hPa MAM 21.434185 zg Atlantic_Basin 500hPa JJA 32.886448 zg Atlantic_Basin 500hPa SON 25.514692 zg Atlantic_Basin 500hPa DJF 25.673407 +zg Atlantic_Basin 500hPa year 23.4865 zg Pacific_Basin 500hPa MAM 15.750465 zg Pacific_Basin 500hPa JJA 24.774391 zg Pacific_Basin 500hPa SON 20.609888 zg Pacific_Basin 500hPa DJF 16.963549 +zg Pacific_Basin 500hPa year 17.839813 zg Indian_Basin 500hPa MAM 21.115465 zg Indian_Basin 500hPa JJA 19.723825 zg Indian_Basin 500hPa SON 16.894093 zg Indian_Basin 500hPa DJF 12.039523 +zg Indian_Basin 500hPa year 17.44152 zg Arctic_Basin 500hPa MAM 36.138622 zg Arctic_Basin 500hPa JJA 55.59602 zg Arctic_Basin 500hPa SON 41.579205 zg Arctic_Basin 500hPa DJF 15.498405 +zg Arctic_Basin 500hPa year 36.912525 zg Southern_Ocean_Basin 500hPa MAM 29.364712 zg Southern_Ocean_Basin 500hPa JJA 15.873616 zg Southern_Ocean_Basin 500hPa SON 30.494019 zg Southern_Ocean_Basin 500hPa DJF 37.227352 +zg Southern_Ocean_Basin 500hPa year 25.747616 zg Mediterranean_Basin 500hPa MAM 24.664104 zg Mediterranean_Basin 500hPa JJA 43.516304 zg Mediterranean_Basin 500hPa SON 36.989307 zg Mediterranean_Basin 500hPa DJF 60.577553 +zg Mediterranean_Basin 500hPa year 41.436836 zg Asia 500hPa MAM 23.004925 zg Asia 500hPa JJA 28.928585 zg Asia 500hPa SON 25.365368 zg Asia 500hPa DJF 17.629358 +zg Asia 500hPa year 21.935213 zg North_America 500hPa MAM 29.02409 zg North_America 500hPa JJA 39.983166 zg North_America 500hPa SON 26.096794 zg North_America 500hPa DJF 23.596628 +zg North_America 500hPa year 27.835155 zg Europe 500hPa MAM 39.260307 zg Europe 500hPa JJA 31.114357 zg Europe 500hPa SON 30.123951 zg Europe 500hPa DJF 33.816742 +zg Europe 500hPa year 32.373737 zg Africa 500hPa MAM 7.2291775 zg Africa 500hPa JJA 23.127893 zg Africa 500hPa SON 15.485102 zg Africa 500hPa DJF 12.609532 +zg Africa 500hPa year 14.121828 zg South_America 500hPa MAM 12.214595 zg South_America 500hPa JJA 14.234154 zg South_America 500hPa SON 17.248884 zg South_America 500hPa DJF 11.880779 +zg South_America 500hPa year 13.505992 zg Oceania 500hPa MAM 24.933683 zg Oceania 500hPa JJA 9.373535 zg Oceania 500hPa SON 18.874468 zg Oceania 500hPa DJF 32.322132 +zg Oceania 500hPa year 18.301136 zg Australia 500hPa MAM 24.53489 zg Australia 500hPa JJA 12.762461 zg Australia 500hPa SON 20.538376 zg Australia 500hPa DJF 15.06709 +zg Australia 500hPa year 17.937716 zg Antarctica 500hPa MAM 28.7472 zg Antarctica 500hPa JJA 41.973114 zg Antarctica 500hPa SON 56.393055 zg Antarctica 500hPa DJF 31.52905 +zg Antarctica 500hPa year 39.602283 zg glob 500hPa MAM 23.751274 zg glob 500hPa JJA 28.738026 zg glob 500hPa SON 28.429937 zg glob 500hPa DJF 23.384298 +zg glob 500hPa year 24.560488 zg arctic 500hPa MAM 34.02146 zg arctic 500hPa JJA 45.991146 zg arctic 500hPa SON 31.985231 zg arctic 500hPa DJF 21.180704 +zg arctic 500hPa year 30.846272 zg northmid 500hPa MAM 22.304575 zg northmid 500hPa JJA 35.81362 zg northmid 500hPa SON 28.351805 zg northmid 500hPa DJF 22.806465 +zg northmid 500hPa year 24.555069 zg tropics 500hPa MAM 14.201725 zg tropics 500hPa JJA 23.400188 zg tropics 500hPa SON 19.473534 zg tropics 500hPa DJF 13.696841 +zg tropics 500hPa year 17.532082 zg innertropics 500hPa MAM 12.450943 zg innertropics 500hPa JJA 23.280983 zg innertropics 500hPa SON 17.214209 zg innertropics 500hPa DJF 10.261202 +zg innertropics 500hPa year 15.666604 zg nino34 500hPa MAM 13.537296 zg nino34 500hPa JJA 23.93903 zg nino34 500hPa SON 18.357063 zg nino34 500hPa DJF 14.707401 +zg nino34 500hPa year 17.63519 zg southmid 500hPa MAM 33.164528 zg southmid 500hPa JJA 12.251282 zg southmid 500hPa SON 21.04633 zg southmid 500hPa DJF 39.53422 +zg southmid 500hPa year 24.065332 zg antarctic 500hPa MAM 25.345072 zg antarctic 500hPa JJA 33.66399 zg antarctic 500hPa SON 52.4614 zg antarctic 500hPa DJF 30.21981 +zg antarctic 500hPa year 34.653088 zos Atlantic_Basin surface MAM 0.034635972 zos Atlantic_Basin surface JJA 0.033010643 zos Atlantic_Basin surface SON 0.03504349 zos Atlantic_Basin surface DJF 0.033501223 +zos Atlantic_Basin surface year 0.03332351 zos Pacific_Basin surface MAM 0.032946497 zos Pacific_Basin surface JJA 0.031179508 zos Pacific_Basin surface SON 0.03106058 zos Pacific_Basin surface DJF 0.030664293 +zos Pacific_Basin surface year 0.030600535 zos Indian_Basin surface MAM 0.041149143 zos Indian_Basin surface JJA 0.04133331 zos Indian_Basin surface SON 0.044419456 zos Indian_Basin surface DJF 0.041825715 +zos Indian_Basin surface year 0.040555794 zos Arctic_Basin surface MAM 0.021572044 zos Arctic_Basin surface JJA 0.020219944 zos Arctic_Basin surface SON 0.026646294 zos Arctic_Basin surface DJF 0.027248261 +zos Arctic_Basin surface year 0.022814175 zos Southern_Ocean_Basin surface MAM 0.038796864 zos Southern_Ocean_Basin surface JJA 0.039514452 zos Southern_Ocean_Basin surface SON 0.042127762 zos Southern_Ocean_Basin surface DJF 0.03826411 +zos Southern_Ocean_Basin surface year 0.036873166 zos Mediterranean_Basin surface MAM 0.024138484 zos Mediterranean_Basin surface JJA 0.017283324 zos Mediterranean_Basin surface SON 0.019926816 zos Mediterranean_Basin surface DJF 0.011492244 +zos Mediterranean_Basin surface year 0.016772138 zos Asia surface MAM 0.0065473067 zos Asia surface JJA 0.032707572 zos Asia surface SON 0.04458174 zos Asia surface DJF 0.011216817 +zos Asia surface year 0.03636116 zos North_America surface MAM 0.0006620139 zos North_America surface JJA nan zos North_America surface SON nan zos North_America surface DJF nan +zos North_America surface year 0.0017450415 zos Europe surface MAM 0.020122755 zos Europe surface JJA 0.015096763 zos Europe surface SON 0.011340081 zos Europe surface DJF 0.013114512 +zos Europe surface year 0.013237679 zos Africa surface MAM nan zos Africa surface JJA nan zos Africa surface SON nan zos Africa surface DJF nan +zos Africa surface year nan zos South_America surface MAM nan zos South_America surface JJA nan zos South_America surface SON nan zos South_America surface DJF nan +zos South_America surface year nan zos Oceania surface MAM nan zos Oceania surface JJA nan zos Oceania surface SON nan zos Oceania surface DJF nan +zos Oceania surface year nan zos Australia surface MAM 0.034107186 zos Australia surface JJA 0.025586115 zos Australia surface SON 0.026158974 zos Australia surface DJF 0.019118592 +zos Australia surface year 0.026292715 zos Antarctica surface MAM 0.0040401854 zos Antarctica surface JJA 0.0048485436 zos Antarctica surface SON 0.004083831 zos Antarctica surface DJF 0.0005245395 +zos Antarctica surface year 0.001357358 zos glob surface MAM 0.035853174 zos glob surface JJA 0.034166206 zos glob surface SON 0.035969432 zos glob surface DJF 0.034726866 +zos glob surface year 0.03352312 zos arctic surface MAM 0.021636035 zos arctic surface JJA 0.01954445 zos arctic surface SON 0.025633708 zos arctic surface DJF 0.02190811 +zos arctic surface year 0.021899967 zos northmid surface MAM 0.043064237 zos northmid surface JJA 0.043632194 zos northmid surface SON 0.045593873 zos northmid surface DJF 0.041172355 +zos northmid surface year 0.04296591 zos tropics surface MAM 0.029813033 zos tropics surface JJA 0.028825395 zos tropics surface SON 0.028829603 zos tropics surface DJF 0.028560784 +zos tropics surface year 0.027804447 zos innertropics surface MAM 0.024457151 zos innertropics surface JJA 0.02239062 zos innertropics surface SON 0.021939617 zos innertropics surface DJF 0.022876246 +zos innertropics surface year 0.02092046 zos nino34 surface MAM 0.04392024 zos nino34 surface JJA 0.02704163 zos nino34 surface SON 0.025908818 zos nino34 surface DJF 0.04102822 +zos nino34 surface year 0.034481604 zos southmid surface MAM 0.051826965 zos southmid surface JJA 0.046880737 zos southmid surface SON 0.04929376 zos southmid surface DJF 0.050700877 +zos southmid surface year 0.049224604 zos antarctic surface MAM 0.014524381 zos antarctic surface JJA 0.018957386 zos antarctic surface SON 0.022289366 zos antarctic surface DJF 0.014893436 +zos antarctic surface year 0.014139327 tos Atlantic_Basin surface MAM 0.18597873 tos Atlantic_Basin surface JJA 0.18914542 tos Atlantic_Basin surface SON 0.21056652 tos Atlantic_Basin surface DJF 0.1499948 +tos Atlantic_Basin surface year 0.14013265 tos Pacific_Basin surface MAM 0.15167546 tos Pacific_Basin surface JJA 0.15939029 tos Pacific_Basin surface SON 0.15258788 tos Pacific_Basin surface DJF 0.16767137 +tos Pacific_Basin surface year 0.12052632 tos Indian_Basin surface MAM 0.14817132 tos Indian_Basin surface JJA 0.17145202 tos Indian_Basin surface SON 0.13011023 tos Indian_Basin surface DJF 0.18928675 +tos Indian_Basin surface year 0.11738421 tos Arctic_Basin surface MAM 0.07005016 tos Arctic_Basin surface JJA 0.22685649 tos Arctic_Basin surface SON 0.22853196 tos Arctic_Basin surface DJF 0.069417596 +tos Arctic_Basin surface year 0.13415919 tos Southern_Ocean_Basin surface MAM 0.2615967 tos Southern_Ocean_Basin surface JJA 0.14491287 tos Southern_Ocean_Basin surface SON 0.13966164 tos Southern_Ocean_Basin surface DJF 0.3699905 +tos Southern_Ocean_Basin surface year 0.16771817 tos Mediterranean_Basin surface MAM 0.09912873 tos Mediterranean_Basin surface JJA 0.14791285 tos Mediterranean_Basin surface SON 0.21109962 tos Mediterranean_Basin surface DJF 0.19426331 +tos Mediterranean_Basin surface year 0.0772623 tos Asia surface MAM 0.24236429 tos Asia surface JJA 0.43952793 tos Asia surface SON 0.43260536 tos Asia surface DJF 0.62647235 +tos Asia surface year 0.19290997 tos North_America surface MAM 0.2150333 tos North_America surface JJA 0.21252613 tos North_America surface SON 0.150579 tos North_America surface DJF 0.12833361 +tos North_America surface year 0.08333133 tos Europe surface MAM 1.0406251 tos Europe surface JJA 0.5462218 tos Europe surface SON 0.49323067 tos Europe surface DJF 0.51709366 +tos Europe surface year 0.25233543 tos Africa surface MAM nan tos Africa surface JJA nan tos Africa surface SON nan tos Africa surface DJF nan +tos Africa surface year nan tos South_America surface MAM 0.23657943 tos South_America surface JJA 0.061831787 tos South_America surface SON 0.1579494 tos South_America surface DJF 0.049895972 +tos South_America surface year 0.12656417 tos Oceania surface MAM nan tos Oceania surface JJA nan tos Oceania surface SON nan tos Oceania surface DJF nan +tos Oceania surface year nan tos Australia surface MAM 0.0835042 tos Australia surface JJA 0.19495457 tos Australia surface SON 0.04567626 tos Australia surface DJF 0.27302933 +tos Australia surface year 0.12727988 tos Antarctica surface MAM 0.6659722 tos Antarctica surface JJA 0.165654 tos Antarctica surface SON 0.23170882 tos Antarctica surface DJF 0.83262765 +tos Antarctica surface year 0.47399065 tos glob surface MAM 0.17925267 tos glob surface JJA 0.16974692 tos glob surface SON 0.16636035 tos glob surface DJF 0.21266018 +tos glob surface year 0.13858275 tos arctic surface MAM 0.11269724 tos arctic surface JJA 0.24973972 tos arctic surface SON 0.24515758 tos arctic surface DJF 0.10620102 +tos arctic surface year 0.15254658 tos northmid surface MAM 0.22890826 tos northmid surface JJA 0.239618 tos northmid surface SON 0.28048372 tos northmid surface DJF 0.18704996 +tos northmid surface year 0.16101249 tos tropics surface MAM 0.12995921 tos tropics surface JJA 0.13500006 tos tropics surface SON 0.12865312 tos tropics surface DJF 0.15001746 +tos tropics surface year 0.10583038 tos innertropics surface MAM 0.13302866 tos innertropics surface JJA 0.13526063 tos innertropics surface SON 0.14219959 tos innertropics surface DJF 0.15929595 +tos innertropics surface year 0.11178145 tos nino34 surface MAM 0.15468796 tos nino34 surface JJA 0.20738497 tos nino34 surface SON 0.204307 tos nino34 surface DJF 0.15273911 +tos nino34 surface year 0.16864176 tos southmid surface MAM 0.2159297 tos southmid surface JJA 0.15417024 tos southmid surface SON 0.13570218 tos southmid surface DJF 0.2742436 +tos southmid surface year 0.15356207 tos antarctic surface MAM 0.32123935 tos antarctic surface JJA 0.13465893 tos antarctic surface SON 0.13384537 tos antarctic surface DJF 0.49155644 +tos antarctic surface year 0.18364654 thetao Atlantic_Basin 10m MAM 1.1040705 thetao Atlantic_Basin 10m JJA 1.0127236 thetao Atlantic_Basin 10m SON 0.8708041 thetao Atlantic_Basin 10m DJF 1.1109625 +thetao Atlantic_Basin 10m year 0.96340436 thetao Atlantic_Basin 100m MAM 1.1487367 thetao Atlantic_Basin 100m JJA 1.0557704 thetao Atlantic_Basin 100m SON 1.0054758 thetao Atlantic_Basin 100m DJF 1.016228 +thetao Atlantic_Basin 100m year 1.0044109 thetao Atlantic_Basin 1000m MAM 1.8372041 thetao Atlantic_Basin 1000m JJA 1.8489581 thetao Atlantic_Basin 1000m SON 1.8563243 thetao Atlantic_Basin 1000m DJF 1.8370978 +thetao Atlantic_Basin 1000m year 1.8442438 thetao Pacific_Basin 10m MAM 0.65263295 thetao Pacific_Basin 10m JJA 0.5291231 thetao Pacific_Basin 10m SON 0.5014977 thetao Pacific_Basin 10m DJF 0.5856797 +thetao Pacific_Basin 10m year 0.47707555 thetao Pacific_Basin 100m MAM 0.97886956 thetao Pacific_Basin 100m JJA 1.0447508 thetao Pacific_Basin 100m SON 1.0191053 thetao Pacific_Basin 100m DJF 0.898844 +thetao Pacific_Basin 100m year 0.924862 thetao Pacific_Basin 1000m MAM 0.4819458 thetao Pacific_Basin 1000m JJA 0.48677462 thetao Pacific_Basin 1000m SON 0.48255467 thetao Pacific_Basin 1000m DJF 0.48219714 +thetao Pacific_Basin 1000m year 0.48315594 thetao Indian_Basin 10m MAM 0.48049298 thetao Indian_Basin 10m JJA 0.39778203 thetao Indian_Basin 10m SON 0.3743615 thetao Indian_Basin 10m DJF 0.3901414 +thetao Indian_Basin 10m year 0.3185726 thetao Indian_Basin 100m MAM 0.9671771 thetao Indian_Basin 100m JJA 1.218951 thetao Indian_Basin 100m SON 1.3635776 thetao Indian_Basin 100m DJF 1.0389565 +thetao Indian_Basin 100m year 1.051659 thetao Indian_Basin 1000m MAM 0.6654283 thetao Indian_Basin 1000m JJA 0.6617364 thetao Indian_Basin 1000m SON 0.6602458 thetao Indian_Basin 1000m DJF 0.6789779 +thetao Indian_Basin 1000m year 0.66552234 thetao Arctic_Basin 10m MAM 0.4612968 thetao Arctic_Basin 10m JJA 0.42925173 thetao Arctic_Basin 10m SON 0.39295813 thetao Arctic_Basin 10m DJF 0.525693 +thetao Arctic_Basin 10m year 0.42904812 thetao Arctic_Basin 100m MAM 0.28127876 thetao Arctic_Basin 100m JJA 0.3173076 thetao Arctic_Basin 100m SON 0.32498005 thetao Arctic_Basin 100m DJF 0.3182626 +thetao Arctic_Basin 100m year 0.2931262 thetao Arctic_Basin 1000m MAM 1.5535359 thetao Arctic_Basin 1000m JJA 1.5697488 thetao Arctic_Basin 1000m SON 1.5612186 thetao Arctic_Basin 1000m DJF 1.5494175 +thetao Arctic_Basin 1000m year 1.5584804 thetao Southern_Ocean_Basin 10m MAM 1.171219 thetao Southern_Ocean_Basin 10m JJA 0.9399876 thetao Southern_Ocean_Basin 10m SON 0.95146763 thetao Southern_Ocean_Basin 10m DJF 1.2305186 +thetao Southern_Ocean_Basin 10m year 0.97988397 thetao Southern_Ocean_Basin 100m MAM 1.0814011 thetao Southern_Ocean_Basin 100m JJA 1.0626433 thetao Southern_Ocean_Basin 100m SON 0.9953653 thetao Southern_Ocean_Basin 100m DJF 1.0588411 +thetao Southern_Ocean_Basin 100m year 1.01931 thetao Southern_Ocean_Basin 1000m MAM 0.69050115 thetao Southern_Ocean_Basin 1000m JJA 0.6835445 thetao Southern_Ocean_Basin 1000m SON 0.68651384 thetao Southern_Ocean_Basin 1000m DJF 0.6904191 +thetao Southern_Ocean_Basin 1000m year 0.6869255 thetao Mediterranean_Basin 10m MAM 0.42439574 thetao Mediterranean_Basin 10m JJA 0.6671405 thetao Mediterranean_Basin 10m SON 0.5464413 thetao Mediterranean_Basin 10m DJF 0.56832767 +thetao Mediterranean_Basin 10m year 0.47906265 thetao Mediterranean_Basin 100m MAM 0.6955349 thetao Mediterranean_Basin 100m JJA 0.6053805 thetao Mediterranean_Basin 100m SON 0.65493697 thetao Mediterranean_Basin 100m DJF 0.64694816 +thetao Mediterranean_Basin 100m year 0.6215029 thetao Mediterranean_Basin 1000m MAM 0.9362045 thetao Mediterranean_Basin 1000m JJA 0.9385779 thetao Mediterranean_Basin 1000m SON 0.94006765 thetao Mediterranean_Basin 1000m DJF 0.9407881 +thetao Mediterranean_Basin 1000m year 0.9389082 thetao Asia 10m MAM 1.8853014 thetao Asia 10m JJA 1.4134063 thetao Asia 10m SON 2.3238456 thetao Asia 10m DJF 2.0213919 +thetao Asia 10m year 0.9733565 thetao Asia 100m MAM 1.0310439 thetao Asia 100m JJA 0.21007907 thetao Asia 100m SON 0.37714475 thetao Asia 100m DJF 0.73677945 +thetao Asia 100m year 0.51346016 thetao Asia 1000m MAM nan thetao Asia 1000m JJA nan thetao Asia 1000m SON nan thetao Asia 1000m DJF nan +thetao Asia 1000m year nan thetao North_America 10m MAM 1.2301669 thetao North_America 10m JJA 1.0838053 thetao North_America 10m SON 0.40389585 thetao North_America 10m DJF 1.5360023 +thetao North_America 10m year 0.9337288 thetao North_America 100m MAM 0.6143454 thetao North_America 100m JJA 0.58536345 thetao North_America 100m SON 0.40492678 thetao North_America 100m DJF 0.5872697 +thetao North_America 100m year 0.5479812 thetao North_America 1000m MAM nan thetao North_America 1000m JJA nan thetao North_America 1000m SON nan thetao North_America 1000m DJF nan +thetao North_America 1000m year nan thetao Europe 10m MAM 1.4589096 thetao Europe 10m JJA 2.205069 thetao Europe 10m SON 1.3293753 thetao Europe 10m DJF 2.435224 +thetao Europe 10m year 0.82848525 thetao Europe 100m MAM 0.87997675 thetao Europe 100m JJA 0.90893364 thetao Europe 100m SON 1.0517759 thetao Europe 100m DJF 0.7818608 +thetao Europe 100m year 0.90562916 thetao Europe 1000m MAM nan thetao Europe 1000m JJA nan thetao Europe 1000m SON nan thetao Europe 1000m DJF nan +thetao Europe 1000m year nan thetao Africa 10m MAM nan thetao Africa 10m JJA nan thetao Africa 10m SON nan thetao Africa 10m DJF nan +thetao Africa 10m year nan thetao Africa 100m MAM nan thetao Africa 100m JJA nan thetao Africa 100m SON nan thetao Africa 100m DJF nan +thetao Africa 100m year nan thetao Africa 1000m MAM nan thetao Africa 1000m JJA nan thetao Africa 1000m SON nan thetao Africa 1000m DJF nan +thetao Africa 1000m year nan thetao South_America 10m MAM 0.99176455 thetao South_America 10m JJA 0.7867112 thetao South_America 10m SON 0.8244114 thetao South_America 10m DJF 1.1778717 +thetao South_America 10m year 0.77044296 thetao South_America 100m MAM nan thetao South_America 100m JJA nan thetao South_America 100m SON nan thetao South_America 100m DJF nan +thetao South_America 100m year nan thetao South_America 1000m MAM nan thetao South_America 1000m JJA nan thetao South_America 1000m SON nan thetao South_America 1000m DJF nan +thetao South_America 1000m year nan thetao Oceania 10m MAM nan thetao Oceania 10m JJA nan thetao Oceania 10m SON nan thetao Oceania 10m DJF nan +thetao Oceania 10m year nan thetao Oceania 100m MAM nan thetao Oceania 100m JJA nan thetao Oceania 100m SON nan thetao Oceania 100m DJF nan +thetao Oceania 100m year nan thetao Oceania 1000m MAM nan thetao Oceania 1000m JJA nan thetao Oceania 1000m SON nan thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan thetao Australia 10m MAM 0.21791172 thetao Australia 10m JJA 0.66928387 thetao Australia 10m SON 1.0605865 thetao Australia 10m DJF 0.2719984 +thetao Australia 10m year 0.37780142 thetao Australia 100m MAM nan thetao Australia 100m JJA nan thetao Australia 100m SON nan thetao Australia 100m DJF nan +thetao Australia 100m year nan thetao Australia 1000m MAM nan thetao Australia 1000m JJA nan thetao Australia 1000m SON nan thetao Australia 1000m DJF nan +thetao Australia 1000m year nan thetao Antarctica 10m MAM 1.3230716 thetao Antarctica 10m JJA 0.023311377 thetao Antarctica 10m SON 0.06255233 thetao Antarctica 10m DJF 1.516187 +thetao Antarctica 10m year 0.73128057 thetao Antarctica 100m MAM 0.4013151 thetao Antarctica 100m JJA 0.9856923 thetao Antarctica 100m SON 0.77154744 thetao Antarctica 100m DJF 0.49924725 +thetao Antarctica 100m year 0.66443527 thetao Antarctica 1000m MAM nan thetao Antarctica 1000m JJA nan thetao Antarctica 1000m SON nan thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 0.83986557 thetao glob 10m JJA 0.7078109 thetao glob 10m SON 0.6697826 thetao glob 10m DJF 0.835899 +thetao glob 10m year 0.6831598 thetao glob 100m MAM 0.9655078 thetao glob 100m JJA 0.9932599 thetao glob 100m SON 0.97314155 thetao glob 100m DJF 0.92113674 +thetao glob 100m year 0.9139607 thetao glob 1000m MAM 0.8757065 thetao glob 1000m JJA 0.87817925 thetao glob 1000m SON 0.8779673 thetao glob 1000m DJF 0.876993 +thetao glob 1000m year 0.87666976 thetao arctic 10m MAM 0.6768538 thetao arctic 10m JJA 0.62425685 thetao arctic 10m SON 0.5158037 thetao arctic 10m DJF 0.676505 +thetao arctic 10m year 0.59520465 thetao arctic 100m MAM 0.5802051 thetao arctic 100m JJA 0.48478287 thetao arctic 100m SON 0.46515957 thetao arctic 100m DJF 0.46377626 +thetao arctic 100m year 0.4779294 thetao arctic 1000m MAM 1.6917833 thetao arctic 1000m JJA 1.7108898 thetao arctic 1000m SON 1.706568 thetao arctic 1000m DJF 1.6910988 +thetao arctic 1000m year 1.7000849 thetao northmid 10m MAM 1.2108631 thetao northmid 10m JJA 1.1142973 thetao northmid 10m SON 0.92489284 thetao northmid 10m DJF 1.1023679 +thetao northmid 10m year 1.0191079 thetao northmid 100m MAM 1.1511519 thetao northmid 100m JJA 1.2415643 thetao northmid 100m SON 1.3607186 thetao northmid 100m DJF 1.2022725 +thetao northmid 100m year 1.2188785 thetao northmid 1000m MAM 1.0606866 thetao northmid 1000m JJA 1.0715526 thetao northmid 1000m SON 1.0764213 thetao northmid 1000m DJF 1.0739248 +thetao northmid 1000m year 1.0696541 thetao tropics 10m MAM 0.5343706 thetao tropics 10m JJA 0.47623822 thetao tropics 10m SON 0.47874665 thetao tropics 10m DJF 0.5036375 +thetao tropics 10m year 0.4046135 thetao tropics 100m MAM 0.9551415 thetao tropics 100m JJA 1.0997103 thetao tropics 100m SON 1.0835116 thetao tropics 100m DJF 0.91228116 +thetao tropics 100m year 0.92935973 thetao tropics 1000m MAM 0.80236685 thetao tropics 1000m JJA 0.8046552 thetao tropics 1000m SON 0.80202353 thetao tropics 1000m DJF 0.80051726 +thetao tropics 1000m year 0.8021128 thetao innertropics 10m MAM 0.5040891 thetao innertropics 10m JJA 0.4696864 thetao innertropics 10m SON 0.49561977 thetao innertropics 10m DJF 0.5259094 +thetao innertropics 10m year 0.39182183 thetao innertropics 100m MAM 1.2235141 thetao innertropics 100m JJA 1.4487337 thetao innertropics 100m SON 1.4212799 thetao innertropics 100m DJF 1.1323073 +thetao innertropics 100m year 1.1803316 thetao innertropics 1000m MAM 0.72421026 thetao innertropics 1000m JJA 0.7253553 thetao innertropics 1000m SON 0.7237797 thetao innertropics 1000m DJF 0.72017395 +thetao innertropics 1000m year 0.7230164 thetao nino34 10m MAM 0.218209 thetao nino34 10m JJA 0.43110833 thetao nino34 10m SON 0.72300375 thetao nino34 10m DJF 0.3271597 +thetao nino34 10m year 0.17141798 thetao nino34 100m MAM 1.9953849 thetao nino34 100m JJA 1.954996 thetao nino34 100m SON 0.50075334 thetao nino34 100m DJF 0.69731915 +thetao nino34 100m year 1.0942918 thetao nino34 1000m MAM 0.40673122 thetao nino34 1000m JJA 0.38662797 thetao nino34 1000m SON 0.36382568 thetao nino34 1000m DJF 0.38499337 +thetao nino34 1000m year 0.3855442 thetao southmid 10m MAM 1.3080285 thetao southmid 10m JJA 1.0001186 thetao southmid 10m SON 1.0598716 thetao southmid 10m DJF 1.3997247 +thetao southmid 10m year 1.1154945 thetao southmid 100m MAM 1.2660588 thetao southmid 100m JJA 1.1454914 thetao southmid 100m SON 1.1360964 thetao southmid 100m DJF 1.2409741 +thetao southmid 100m year 1.1684827 thetao southmid 1000m MAM 0.65097356 thetao southmid 1000m JJA 0.6483687 thetao southmid 1000m SON 0.6466092 thetao southmid 1000m DJF 0.6510178 +thetao southmid 1000m year 0.6481284 thetao antarctic 10m MAM 0.5425111 thetao antarctic 10m JJA 0.46998128 thetao antarctic 10m SON 0.35135627 thetao antarctic 10m DJF 0.54820013 +thetao antarctic 10m year 0.3442264 thetao antarctic 100m MAM 0.5787805 thetao antarctic 100m JJA 0.6309009 thetao antarctic 100m SON 0.3878488 thetao antarctic 100m DJF 0.43505988 +thetao antarctic 100m year 0.4560137 thetao antarctic 1000m MAM 0.7929751 thetao antarctic 1000m JJA 0.7796976 thetao antarctic 1000m SON 0.78820026 thetao antarctic 1000m DJF 0.7956714 +thetao antarctic 1000m year 0.78897715 so Atlantic_Basin 10m MAM 0.60166407 so Atlantic_Basin 10m JJA 0.7029303 so Atlantic_Basin 10m SON 0.68466616 so Atlantic_Basin 10m DJF 0.6250761 +so Atlantic_Basin 10m year 0.6413343 so Atlantic_Basin 100m MAM 0.50063777 so Atlantic_Basin 100m JJA 0.4735169 so Atlantic_Basin 100m SON 0.47357047 so Atlantic_Basin 100m DJF 0.49035758 +so Atlantic_Basin 100m year 0.4821007 so Atlantic_Basin 1000m MAM 0.28828382 so Atlantic_Basin 1000m JJA 0.28864402 so Atlantic_Basin 1000m SON 0.28952828 so Atlantic_Basin 1000m DJF 0.28875157 +so Atlantic_Basin 1000m year 0.28870428 so Pacific_Basin 10m MAM 0.65070754 so Pacific_Basin 10m JJA 0.6637982 so Pacific_Basin 10m SON 0.66075206 so Pacific_Basin 10m DJF 0.65076417 +so Pacific_Basin 10m year 0.65429825 so Pacific_Basin 100m MAM 0.63675374 so Pacific_Basin 100m JJA 0.6249716 so Pacific_Basin 100m SON 0.6329157 so Pacific_Basin 100m DJF 0.6314974 +so Pacific_Basin 100m year 0.6313081 so Pacific_Basin 1000m MAM 0.22682682 so Pacific_Basin 1000m JJA 0.22664835 so Pacific_Basin 1000m SON 0.22695254 so Pacific_Basin 1000m DJF 0.22714467 +so Pacific_Basin 1000m year 0.22689307 so Indian_Basin 10m MAM 1.0322908 so Indian_Basin 10m JJA 1.0632496 so Indian_Basin 10m SON 1.0778079 so Indian_Basin 10m DJF 1.0448382 +so Indian_Basin 10m year 1.0538881 so Indian_Basin 100m MAM 0.88933355 so Indian_Basin 100m JJA 0.87783515 so Indian_Basin 100m SON 0.86897004 so Indian_Basin 100m DJF 0.8768244 +so Indian_Basin 100m year 0.8781223 so Indian_Basin 1000m MAM 0.2943761 so Indian_Basin 1000m JJA 0.2975416 so Indian_Basin 1000m SON 0.2973915 so Indian_Basin 1000m DJF 0.29794267 +so Indian_Basin 1000m year 0.29681304 so Arctic_Basin 10m MAM 1.140152 so Arctic_Basin 10m JJA 1.3175559 so Arctic_Basin 10m SON 1.1895422 so Arctic_Basin 10m DJF 1.259809 +so Arctic_Basin 10m year 1.152915 so Arctic_Basin 100m MAM 0.70782113 so Arctic_Basin 100m JJA 0.7109969 so Arctic_Basin 100m SON 0.7576541 so Arctic_Basin 100m DJF 0.6812577 +so Arctic_Basin 100m year 0.7125312 so Arctic_Basin 1000m MAM 0.04710565 so Arctic_Basin 1000m JJA 0.052957818 so Arctic_Basin 1000m SON 0.053160988 so Arctic_Basin 1000m DJF 0.043580137 +so Arctic_Basin 1000m year 0.049198516 so Southern_Ocean_Basin 10m MAM 0.477376 so Southern_Ocean_Basin 10m JJA 0.41143796 so Southern_Ocean_Basin 10m SON 0.3841293 so Southern_Ocean_Basin 10m DJF 0.46599573 +so Southern_Ocean_Basin 10m year 0.4277123 so Southern_Ocean_Basin 100m MAM 0.36869574 so Southern_Ocean_Basin 100m JJA 0.40682888 so Southern_Ocean_Basin 100m SON 0.42211914 so Southern_Ocean_Basin 100m DJF 0.39724967 +so Southern_Ocean_Basin 100m year 0.3970399 so Southern_Ocean_Basin 1000m MAM 0.14751275 so Southern_Ocean_Basin 1000m JJA 0.14759 so Southern_Ocean_Basin 1000m SON 0.14735784 so Southern_Ocean_Basin 1000m DJF 0.14737864 +so Southern_Ocean_Basin 1000m year 0.14737304 so Mediterranean_Basin 10m MAM 3.0758333 so Mediterranean_Basin 10m JJA 2.9636185 so Mediterranean_Basin 10m SON 2.9807146 so Mediterranean_Basin 10m DJF 3.161412 +so Mediterranean_Basin 10m year 3.0453942 so Mediterranean_Basin 100m MAM 3.4083297 so Mediterranean_Basin 100m JJA 3.4337492 so Mediterranean_Basin 100m SON 3.4385965 so Mediterranean_Basin 100m DJF 3.430067 +so Mediterranean_Basin 100m year 3.427686 so Mediterranean_Basin 1000m MAM 4.19518 so Mediterranean_Basin 1000m JJA 4.1869197 so Mediterranean_Basin 1000m SON 4.195909 so Mediterranean_Basin 1000m DJF 4.2021937 +so Mediterranean_Basin 1000m year 4.1950507 so Asia 10m MAM 11.974904 so Asia 10m JJA 12.373412 so Asia 10m SON 11.966478 so Asia 10m DJF 11.728924 +so Asia 10m year 12.010929 so Asia 100m MAM 0.8310394 so Asia 100m JJA 0.895483 so Asia 100m SON 0.86138916 so Asia 100m DJF 0.7954445 +so Asia 100m year 0.84583855 so Asia 1000m MAM nan so Asia 1000m JJA nan so Asia 1000m SON nan so Asia 1000m DJF nan +so Asia 1000m year nan so North_America 10m MAM 1.8948901 so North_America 10m JJA 1.930738 so North_America 10m SON 2.020739 so North_America 10m DJF 2.1197574 +so North_America 10m year 1.9915318 so North_America 100m MAM 0.39414597 so North_America 100m JJA 0.35576376 so North_America 100m SON 0.399161 so North_America 100m DJF 0.37253317 +so North_America 100m year 0.3804016 so North_America 1000m MAM nan so North_America 1000m JJA nan so North_America 1000m SON nan so North_America 1000m DJF nan +so North_America 1000m year nan so Europe 10m MAM 11.605296 so Europe 10m JJA 12.397526 so Europe 10m SON 12.278468 so Europe 10m DJF 11.586784 +so Europe 10m year 11.967018 so Europe 100m MAM 3.2748241 so Europe 100m JJA 3.2469826 so Europe 100m SON 3.1832237 so Europe 100m DJF 3.2939224 +so Europe 100m year 3.2497387 so Europe 1000m MAM nan so Europe 1000m JJA nan so Europe 1000m SON nan so Europe 1000m DJF nan +so Europe 1000m year nan so Africa 10m MAM nan so Africa 10m JJA nan so Africa 10m SON nan so Africa 10m DJF nan +so Africa 10m year nan so Africa 100m MAM nan so Africa 100m JJA nan so Africa 100m SON nan so Africa 100m DJF nan +so Africa 100m year nan so Africa 1000m MAM nan so Africa 1000m JJA nan so Africa 1000m SON nan so Africa 1000m DJF nan +so Africa 1000m year nan so South_America 10m MAM 0.6998253 so South_America 10m JJA 0.7308445 so South_America 10m SON 0.54286957 so South_America 10m DJF 0.30760765 +so South_America 10m year 0.5702877 so South_America 100m MAM nan so South_America 100m JJA nan so South_America 100m SON nan so South_America 100m DJF nan +so South_America 100m year nan so South_America 1000m MAM nan so South_America 1000m JJA nan so South_America 1000m SON nan so South_America 1000m DJF nan +so South_America 1000m year nan so Oceania 10m MAM nan so Oceania 10m JJA nan so Oceania 10m SON nan so Oceania 10m DJF nan +so Oceania 10m year nan so Oceania 100m MAM nan so Oceania 100m JJA nan so Oceania 100m SON nan so Oceania 100m DJF nan +so Oceania 100m year nan so Oceania 1000m MAM nan so Oceania 1000m JJA nan so Oceania 1000m SON nan so Oceania 1000m DJF nan +so Oceania 1000m year nan so Australia 10m MAM 0.9775162 so Australia 10m JJA 0.98015785 so Australia 10m SON 1.0335407 so Australia 10m DJF 1.0108776 +so Australia 10m year 1.0005245 so Australia 100m MAM nan so Australia 100m JJA nan so Australia 100m SON nan so Australia 100m DJF nan +so Australia 100m year nan so Australia 1000m MAM nan so Australia 1000m JJA nan so Australia 1000m SON nan so Australia 1000m DJF nan +so Australia 1000m year nan so Antarctica 10m MAM 0.6684189 so Antarctica 10m JJA 0.41704178 so Antarctica 10m SON 0.46017456 so Antarctica 10m DJF 0.8572731 +so Antarctica 10m year 0.6007309 so Antarctica 100m MAM 0.13840103 so Antarctica 100m JJA 0.065452576 so Antarctica 100m SON 0.009468079 so Antarctica 100m DJF 0.0054244995 +so Antarctica 100m year 0.04724121 so Antarctica 1000m MAM nan so Antarctica 1000m JJA nan so Antarctica 1000m SON nan so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.72760576 so glob 10m JJA 0.7552309 so glob 10m SON 0.72987515 so glob 10m DJF 0.7438241 +so glob 10m year 0.7257652 so glob 100m MAM 0.5827176 so glob 100m JJA 0.58443606 so glob 100m SON 0.5951525 so glob 100m DJF 0.58338 +so glob 100m year 0.5852391 so glob 1000m MAM 0.21667275 so glob 1000m JJA 0.21750584 so glob 1000m SON 0.21769698 so glob 1000m DJF 0.2169225 +so glob 1000m year 0.21715756 so arctic 10m MAM 1.0720583 so arctic 10m JJA 1.2593298 so arctic 10m SON 1.14922 so arctic 10m DJF 1.191904 +so arctic 10m year 1.1058495 so arctic 100m MAM 0.63410634 so arctic 100m JJA 0.63313043 so arctic 100m SON 0.6698534 so arctic 100m DJF 0.6112625 +so arctic 100m year 0.63415843 so arctic 1000m MAM 0.069493294 so arctic 1000m JJA 0.0751164 so arctic 1000m SON 0.07565179 so arctic 1000m DJF 0.06630641 +so arctic 1000m year 0.07163966 so northmid 10m MAM 1.0043365 so northmid 10m JJA 1.0666814 so northmid 10m SON 1.0314342 so northmid 10m DJF 1.0053643 +so northmid 10m year 1.0248265 so northmid 100m MAM 0.7002107 so northmid 100m JJA 0.6893852 so northmid 100m SON 0.6867186 so northmid 100m DJF 0.7082777 +so northmid 100m year 0.6952947 so northmid 1000m MAM 0.34824276 so northmid 1000m JJA 0.34846812 so northmid 1000m SON 0.34925574 so northmid 1000m DJF 0.34813407 +so northmid 1000m year 0.34847277 so tropics 10m MAM 0.70420694 so tropics 10m JJA 0.72450465 so tropics 10m SON 0.7293263 so tropics 10m DJF 0.70553255 +so tropics 10m year 0.7107423 so tropics 100m MAM 0.6537571 so tropics 100m JJA 0.64136684 so tropics 100m SON 0.64374083 so tropics 100m DJF 0.6432012 +so tropics 100m year 0.64498115 so tropics 1000m MAM 0.26685774 so tropics 1000m JJA 0.26741326 so tropics 1000m SON 0.26762554 so tropics 1000m DJF 0.26793754 +so tropics 1000m year 0.2674585 so innertropics 10m MAM 0.7674006 so innertropics 10m JJA 0.8025329 so innertropics 10m SON 0.7892079 so innertropics 10m DJF 0.7671745 +so innertropics 10m year 0.77420264 so innertropics 100m MAM 0.69454616 so innertropics 100m JJA 0.6863735 so innertropics 100m SON 0.6863689 so innertropics 100m DJF 0.6791778 +so innertropics 100m year 0.6862865 so innertropics 1000m MAM 0.26009473 so innertropics 1000m JJA 0.26046255 so innertropics 1000m SON 0.2600471 so innertropics 1000m DJF 0.26023385 +so innertropics 1000m year 0.2602095 so nino34 10m MAM 0.5289174 so nino34 10m JJA 0.5701682 so nino34 10m SON 0.5221317 so nino34 10m DJF 0.54376066 +so nino34 10m year 0.54124445 so nino34 100m MAM 0.5993203 so nino34 100m JJA 0.60348195 so nino34 100m SON 0.6480152 so nino34 100m DJF 0.62731653 +so nino34 100m year 0.6195333 so nino34 1000m MAM 0.2296011 so nino34 1000m JJA 0.23218432 so nino34 1000m SON 0.22825922 so nino34 1000m DJF 0.22945772 +so nino34 1000m year 0.22987562 so southmid 10m MAM 0.52649385 so southmid 10m JJA 0.5363618 so southmid 10m SON 0.5310765 so southmid 10m DJF 0.5198341 +so southmid 10m year 0.52751166 so southmid 100m MAM 0.52886295 so southmid 100m JJA 0.5413532 so southmid 100m SON 0.5483771 so southmid 100m DJF 0.54045093 +so southmid 100m year 0.53956354 so southmid 1000m MAM 0.15890476 so southmid 1000m JJA 0.15909351 so southmid 1000m SON 0.15798332 so southmid 1000m DJF 0.15798528 +so southmid 1000m year 0.15836121 so antarctic 10m MAM 0.49182907 so antarctic 10m JJA 0.29289594 so antarctic 10m SON 0.2329762 so antarctic 10m DJF 0.48284793 +so antarctic 10m year 0.3543772 so antarctic 100m MAM 0.22398931 so antarctic 100m JJA 0.2662367 so antarctic 100m SON 0.30147797 so antarctic 100m DJF 0.26229393 +so antarctic 100m year 0.25889903 so antarctic 1000m MAM 0.16303013 so antarctic 1000m JJA 0.16321728 so antarctic 1000m SON 0.16481735 so antarctic 1000m DJF 0.16594905 +so antarctic 1000m year 0.16425356 diff --git a/eval/NCEP2/ACCESS-CM2.csv b/eval/NCEP2/ACCESS-CM2.csv index aad9e67..e7a2a92 100644 --- a/eval/NCEP2/ACCESS-CM2.csv +++ b/eval/NCEP2/ACCESS-CM2.csv @@ -1,577 +1,1981 @@ Variable Region Level Season AbsMeanError +siconc Atlantic_Basin surface MAM 15.722127501547531 +siconc Atlantic_Basin surface JJA 12.591266159001446 +siconc Atlantic_Basin surface SON 12.323673113773072 +siconc Atlantic_Basin surface DJF 14.641148317867694 +siconc Atlantic_Basin surface year 10.98373156011184 +siconc Pacific_Basin surface MAM 20.180801826630322 +siconc Pacific_Basin surface JJA 3.712216106682289 +siconc Pacific_Basin surface SON 6.4266404761952645 +siconc Pacific_Basin surface DJF 10.79963673472496 +siconc Pacific_Basin surface year 7.309623192379735 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 3.94538291757608 +siconc Arctic_Basin surface JJA 8.684663165679854 +siconc Arctic_Basin surface SON 7.007514095287656 +siconc Arctic_Basin surface DJF 5.169431697843821 +siconc Arctic_Basin surface year 4.362751341556032 +siconc Southern_Ocean_Basin surface MAM 23.533141823855434 +siconc Southern_Ocean_Basin surface JJA 13.82375166837169 +siconc Southern_Ocean_Basin surface SON 14.28072923420218 +siconc Southern_Ocean_Basin surface DJF 15.986848443106947 +siconc Southern_Ocean_Basin surface year 14.39102552751199 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 3.929633789062507 +siconc Asia surface JJA 11.742867126464844 +siconc Asia surface SON 12.612765884399412 +siconc Asia surface DJF 1.108888549804682 +siconc Asia surface year 6.792842178344728 +siconc North_America surface MAM 13.570860290527335 +siconc North_America surface JJA 40.65601348876953 +siconc North_America surface SON 13.856513061523437 +siconc North_America surface DJF 8.343219604492191 +siconc North_America surface year 19.10915161132813 +siconc Europe surface MAM nan +siconc Europe surface JJA nan +siconc Europe surface SON nan +siconc Europe surface DJF nan +siconc Europe surface year nan +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 5.2021460175514225 +siconc Antarctica surface JJA 20.376588306427003 +siconc Antarctica surface SON 13.462660274505616 +siconc Antarctica surface DJF 0.2995819962024689 +siconc Antarctica surface year 9.832744126319886 siconc glob surface MAM 13.108474911207226 -siconc glob surface JJA 11.243564157637735 +siconc glob surface JJA 11.243564156902442 siconc glob surface SON 10.807463739504673 siconc glob surface DJF 10.676068002178656 -siconc arctic surface MAM 5.887594970329555 -siconc arctic surface JJA 9.266203317720878 -siconc arctic surface SON 7.770013786241741 -siconc arctic surface DJF 6.826723183230058 -siconc northmid surface MAM 16.140702448796823 +siconc glob surface year 9.57574806074393 +siconc arctic surface MAM 5.8875949703295545 +siconc arctic surface JJA 9.266203316300665 +siconc arctic surface SON 7.770013786241739 +siconc arctic surface DJF 6.826723183230059 +siconc arctic surface year 5.571095202463136 +siconc northmid surface MAM 16.140702448796826 siconc northmid surface JJA 5.975294167897198 siconc northmid surface SON 5.220767245924415 -siconc northmid surface DJF 9.92380858772964 +siconc northmid surface DJF 9.923808587729642 +siconc northmid surface year 6.874962041182186 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.003579044115621 siconc southmid surface JJA 13.264296902416778 siconc southmid surface SON 16.807154652307418 siconc southmid surface DJF 6.240344764130255 +siconc southmid surface year 10.158149977603571 siconc antarctic surface MAM 24.956144840589232 siconc antarctic surface JJA 12.478818739636251 siconc antarctic surface SON 12.238727712693564 siconc antarctic surface DJF 17.41566282177915 -tas glob surface MAM 2.0449264 -tas glob surface JJA 2.000341 -tas glob surface SON 1.7066481 -tas glob surface DJF 2.2179604 -tas arctic surface MAM 3.109818 -tas arctic surface JJA 1.4115435 -tas arctic surface SON 2.4216044 -tas arctic surface DJF 6.061866 -tas northmid surface MAM 1.5645344 -tas northmid surface JJA 1.9136319 -tas northmid surface SON 1.7403069 -tas northmid surface DJF 1.8353946 -tas tropics surface MAM 1.0262319 -tas tropics surface JJA 1.079711 -tas tropics surface SON 1.0101252 -tas tropics surface DJF 1.0236241 -tas innertropics surface MAM 0.9225515 -tas innertropics surface JJA 0.991452 -tas innertropics surface SON 0.93664634 -tas innertropics surface DJF 0.91464543 -tas nino34 surface MAM 0.7883146 -tas nino34 surface JJA 0.28342387 -tas nino34 surface SON 0.26641616 -tas nino34 surface DJF 0.2742335 -tas southmid surface MAM 0.7489313 -tas southmid surface JJA 0.89277667 -tas southmid surface SON 0.8739643 -tas southmid surface DJF 0.8735976 -tas antarctic surface MAM 5.1046414 -tas antarctic surface JJA 5.7244825 -tas antarctic surface SON 3.2760932 -tas antarctic surface DJF 2.6701975 +siconc antarctic surface year 15.218624987149706 +tas Atlantic_Basin surface MAM 1.3199803 +tas Atlantic_Basin surface JJA 1.0993465 +tas Atlantic_Basin surface SON 1.0827804 +tas Atlantic_Basin surface DJF 1.7246377 +tas Atlantic_Basin surface year 1.1870514 +tas Pacific_Basin surface MAM 1.0650343 +tas Pacific_Basin surface JJA 1.0525054 +tas Pacific_Basin surface SON 1.0177158 +tas Pacific_Basin surface DJF 1.053352 +tas Pacific_Basin surface year 0.9808709 +tas Indian_Basin surface MAM 0.92964506 +tas Indian_Basin surface JJA 0.7841089 +tas Indian_Basin surface SON 0.6506433 +tas Indian_Basin surface DJF 0.829321 +tas Indian_Basin surface year 0.72336197 +tas Arctic_Basin surface MAM 5.0412364 +tas Arctic_Basin surface JJA 1.6716903 +tas Arctic_Basin surface SON 3.8973124 +tas Arctic_Basin surface DJF 7.6264586 +tas Arctic_Basin surface year 4.5072074 +tas Southern_Ocean_Basin surface MAM 1.9317888 +tas Southern_Ocean_Basin surface JJA 1.8673297 +tas Southern_Ocean_Basin surface SON 1.44422 +tas Southern_Ocean_Basin surface DJF 1.267051 +tas Southern_Ocean_Basin surface year 1.4539576 +tas Mediterranean_Basin surface MAM 0.9236228 +tas Mediterranean_Basin surface JJA 0.59569275 +tas Mediterranean_Basin surface SON 1.106214 +tas Mediterranean_Basin surface DJF 1.1043639 +tas Mediterranean_Basin surface year 0.792676 +tas Asia surface MAM 2.4465504 +tas Asia surface JJA 2.5542595 +tas Asia surface SON 2.044762 +tas Asia surface DJF 2.3970246 +tas Asia surface year 2.1937068 +tas North_America surface MAM 1.8786196 +tas North_America surface JJA 1.9383737 +tas North_America surface SON 2.3264248 +tas North_America surface DJF 3.4438848 +tas North_America surface year 2.0784533 +tas Europe surface MAM 2.501863 +tas Europe surface JJA 2.636216 +tas Europe surface SON 2.2843986 +tas Europe surface DJF 3.3700778 +tas Europe surface year 2.6410766 +tas Africa surface MAM 1.4781965 +tas Africa surface JJA 1.70212 +tas Africa surface SON 1.6385498 +tas Africa surface DJF 1.3637353 +tas Africa surface year 1.3361084 +tas South_America surface MAM 1.766647 +tas South_America surface JJA 1.8111758 +tas South_America surface SON 1.8218727 +tas 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+thetao arctic 100m year 0.7077671 thetao arctic 1000m MAM 0.85575 thetao arctic 1000m JJA 0.8493691 -thetao arctic 1000m SON 0.8568426 +thetao arctic 1000m SON 0.85684264 thetao arctic 1000m DJF 0.85715127 +thetao arctic 1000m year 0.85461104 thetao northmid 10m MAM 1.1978093 -thetao northmid 10m JJA 1.3647182 -thetao northmid 10m SON 1.3873818 +thetao northmid 10m JJA 1.3647181 +thetao northmid 10m SON 1.3873817 thetao northmid 10m DJF 1.271804 +thetao northmid 10m year 1.211728 thetao northmid 100m MAM 1.1271331 thetao northmid 100m JJA 1.2369138 thetao northmid 100m SON 1.4165288 -thetao northmid 100m DJF 1.259952 +thetao northmid 100m DJF 1.2599521 +thetao northmid 100m year 1.2296934 thetao northmid 1000m MAM 3.2174678 -thetao northmid 1000m JJA 3.224709 +thetao northmid 1000m JJA 3.2247088 thetao northmid 1000m SON 3.2219234 thetao northmid 1000m DJF 3.212717 +thetao northmid 1000m year 3.2192047 thetao tropics 10m MAM 0.7585913 thetao tropics 10m JJA 0.76817507 -thetao tropics 10m SON 0.7302649 +thetao tropics 10m SON 0.73026496 thetao tropics 10m DJF 0.76134896 +thetao tropics 10m year 0.69194645 thetao tropics 100m MAM 1.5850793 thetao tropics 100m JJA 1.6743662 -thetao tropics 100m SON 1.6188018 +thetao tropics 100m SON 1.6188017 thetao tropics 100m DJF 1.5258503 +thetao tropics 100m year 1.5359722 thetao tropics 1000m MAM 3.1283193 thetao tropics 1000m JJA 3.1335106 thetao tropics 1000m SON 3.1299045 thetao tropics 1000m DJF 3.1232288 +thetao tropics 1000m year 3.1287408 thetao innertropics 10m MAM 0.6538726 thetao innertropics 10m JJA 0.68983847 -thetao innertropics 10m SON 0.65869826 -thetao innertropics 10m DJF 0.6840007 +thetao innertropics 10m SON 0.6586983 +thetao innertropics 10m DJF 0.6840006 +thetao innertropics 10m year 0.5873394 thetao innertropics 100m MAM 2.0592096 thetao innertropics 100m JJA 2.2142801 thetao innertropics 100m SON 2.041811 -thetao innertropics 100m DJF 1.9180782 +thetao innertropics 100m DJF 1.9180783 +thetao innertropics 100m year 1.946792 thetao innertropics 1000m MAM 3.047191 -thetao innertropics 1000m JJA 3.0481365 +thetao innertropics 1000m JJA 3.0481367 thetao innertropics 1000m SON 3.0483544 thetao innertropics 1000m DJF 3.0426505 +thetao innertropics 1000m year 3.0465832 thetao nino34 10m MAM 0.80010325 thetao nino34 10m JJA 0.3253527 thetao nino34 10m SON 0.26832777 thetao nino34 10m DJF 0.43660542 +thetao nino34 10m year 0.3238886 thetao nino34 100m MAM 1.2589643 thetao nino34 100m JJA 1.2435044 thetao nino34 100m SON 1.000979 thetao nino34 100m DJF 0.74763364 +thetao nino34 100m year 0.6344653 thetao nino34 1000m MAM 2.5683358 thetao nino34 1000m JJA 2.535207 thetao nino34 1000m SON 2.5768623 thetao nino34 1000m DJF 2.5407567 +thetao nino34 1000m year 2.5552902 thetao southmid 10m MAM 1.1021467 thetao southmid 10m JJA 1.009789 thetao southmid 10m SON 1.0465757 thetao southmid 10m DJF 1.2327002 +thetao southmid 10m year 1.0327723 thetao southmid 100m MAM 1.1983676 thetao southmid 100m JJA 1.1192919 thetao southmid 100m SON 1.1290021 thetao southmid 100m DJF 1.1352168 +thetao southmid 100m year 1.1234623 thetao southmid 1000m MAM 2.839613 thetao southmid 1000m JJA 2.8407319 thetao southmid 1000m SON 2.8363695 thetao southmid 1000m DJF 2.8278143 +thetao southmid 1000m year 2.8361194 thetao antarctic 10m MAM 0.8802873 thetao antarctic 10m JJA 0.49179742 thetao antarctic 10m SON 0.4443806 thetao antarctic 10m DJF 1.2786034 +thetao antarctic 10m year 0.5182738 thetao antarctic 100m MAM 0.5817733 thetao antarctic 100m JJA 0.5312702 thetao antarctic 100m SON 0.43564746 thetao antarctic 100m DJF 0.48296687 +thetao antarctic 100m year 0.46581802 thetao antarctic 1000m MAM 0.41844195 thetao antarctic 1000m JJA 0.4194983 thetao antarctic 1000m SON 0.43781868 thetao antarctic 1000m DJF 0.4359269 -so glob 10m MAM 0.71568495 +thetao antarctic 1000m year 0.4274934 +so Atlantic_Basin 10m MAM 0.8371736 +so Atlantic_Basin 10m JJA 0.88148546 +so Atlantic_Basin 10m SON 0.88058555 +so Atlantic_Basin 10m DJF 0.863901 +so Atlantic_Basin 10m year 0.8528694 +so Atlantic_Basin 100m MAM 0.506071 +so Atlantic_Basin 100m JJA 0.49895748 +so Atlantic_Basin 100m SON 0.50038016 +so Atlantic_Basin 100m DJF 0.50000864 +so Atlantic_Basin 100m year 0.49802232 +so Atlantic_Basin 1000m MAM 0.53239 +so Atlantic_Basin 1000m JJA 0.53154194 +so Atlantic_Basin 1000m SON 0.5321067 +so Atlantic_Basin 1000m DJF 0.5315075 +so Atlantic_Basin 1000m year 0.5318753 +so Pacific_Basin 10m MAM 0.6841648 +so Pacific_Basin 10m JJA 0.6905677 +so Pacific_Basin 10m SON 0.68243074 +so Pacific_Basin 10m DJF 0.68340725 +so Pacific_Basin 10m year 0.6798004 +so Pacific_Basin 100m MAM 0.6054621 +so Pacific_Basin 100m JJA 0.5865354 +so Pacific_Basin 100m SON 0.6009163 +so Pacific_Basin 100m DJF 0.60100377 +so Pacific_Basin 100m year 0.59719753 +so Pacific_Basin 1000m MAM 0.17223677 +so Pacific_Basin 1000m JJA 0.17194968 +so Pacific_Basin 1000m SON 0.17177553 +so Pacific_Basin 1000m DJF 0.1720092 +so Pacific_Basin 1000m year 0.17198852 +so Indian_Basin 10m MAM 0.59232557 +so Indian_Basin 10m JJA 0.5835659 +so Indian_Basin 10m SON 0.6268167 +so Indian_Basin 10m DJF 0.61415285 +so Indian_Basin 10m year 0.59110016 +so Indian_Basin 100m MAM 0.460426 +so Indian_Basin 100m JJA 0.46046484 +so Indian_Basin 100m SON 0.50088483 +so Indian_Basin 100m DJF 0.4846409 +so Indian_Basin 100m year 0.47085363 +so Indian_Basin 1000m MAM 0.085632645 +so Indian_Basin 1000m JJA 0.08473958 +so Indian_Basin 1000m SON 0.083778836 +so Indian_Basin 1000m DJF 0.08337624 +so Indian_Basin 1000m year 0.08407191 +so Arctic_Basin 10m MAM 1.3376982 +so Arctic_Basin 10m JJA 1.558918 +so Arctic_Basin 10m SON 1.4736099 +so Arctic_Basin 10m DJF 1.5218866 +so Arctic_Basin 10m year 1.4190831 +so Arctic_Basin 100m MAM 0.69771636 +so Arctic_Basin 100m JJA 0.7201795 +so Arctic_Basin 100m SON 0.7687119 +so Arctic_Basin 100m DJF 0.70685756 +so Arctic_Basin 100m year 0.7207403 +so Arctic_Basin 1000m MAM 0.10961593 +so Arctic_Basin 1000m JJA 0.10380852 +so Arctic_Basin 1000m SON 0.10340816 +so Arctic_Basin 1000m DJF 0.1130511 +so Arctic_Basin 1000m year 0.10746908 +so Southern_Ocean_Basin 10m MAM 0.31908253 +so Southern_Ocean_Basin 10m JJA 0.29330313 +so Southern_Ocean_Basin 10m SON 0.27893955 +so Southern_Ocean_Basin 10m DJF 0.29900765 +so Southern_Ocean_Basin 10m year 0.2864942 +so Southern_Ocean_Basin 100m MAM 0.23140068 +so Southern_Ocean_Basin 100m JJA 0.26854163 +so Southern_Ocean_Basin 100m SON 0.2680021 +so Southern_Ocean_Basin 100m DJF 0.25180435 +so Southern_Ocean_Basin 100m year 0.252789 +so Southern_Ocean_Basin 1000m MAM 0.08563854 +so Southern_Ocean_Basin 1000m JJA 0.08411008 +so Southern_Ocean_Basin 1000m SON 0.08410266 +so Southern_Ocean_Basin 1000m DJF 0.08408495 +so Southern_Ocean_Basin 1000m year 0.084408894 +so Mediterranean_Basin 10m MAM 8.414684 +so Mediterranean_Basin 10m JJA 8.245635 +so Mediterranean_Basin 10m SON 8.025846 +so Mediterranean_Basin 10m DJF 8.285294 +so Mediterranean_Basin 10m year 8.242359 +so Mediterranean_Basin 100m MAM 8.159993 +so Mediterranean_Basin 100m JJA 8.212398 +so Mediterranean_Basin 100m SON 8.254318 +so Mediterranean_Basin 100m DJF 8.201014 +so Mediterranean_Basin 100m year 8.204881 +so Mediterranean_Basin 1000m MAM 9.329748 +so Mediterranean_Basin 1000m JJA 9.323512 +so Mediterranean_Basin 1000m SON 9.332518 +so Mediterranean_Basin 1000m DJF 9.336672 +so Mediterranean_Basin 1000m year 9.330614 +so Asia 10m MAM 2.0903938 +so Asia 10m JJA 1.8281381 +so Asia 10m SON 1.8509653 +so Asia 10m DJF 2.0259855 +so Asia 10m year 1.9089383 +so Asia 100m MAM 0.75987816 +so Asia 100m JJA 0.7819748 +so Asia 100m SON 0.7642994 +so Asia 100m DJF 0.7383623 +so Asia 100m year 0.7611275 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 3.0179372 +so North_America 10m JJA 3.0934064 +so North_America 10m SON 3.0975134 +so North_America 10m DJF 3.583667 +so North_America 10m year 3.0630796 +so North_America 100m MAM 0.8608147 +so North_America 100m JJA 0.85832673 +so North_America 100m SON 0.91889495 +so North_America 100m DJF 0.92624587 +so North_America 100m year 0.89107054 +so North_America 1000m MAM nan +so North_America 1000m JJA nan +so North_America 1000m SON nan +so North_America 1000m DJF nan +so North_America 1000m year nan +so Europe 10m MAM 1.0500884 +so Europe 10m JJA 0.9854331 +so Europe 10m SON 1.0637717 +so Europe 10m DJF 1.4175954 +so Europe 10m year 1.1292219 +so Europe 100m MAM 0.36958313 +so Europe 100m JJA 0.35479736 +so Europe 100m SON 0.34326553 +so Europe 100m DJF 0.39456177 +so Europe 100m year 0.3655548 +so Europe 1000m MAM 3.6920586 +so Europe 1000m JJA 3.6911697 +so Europe 1000m SON 3.6952782 +so Europe 1000m DJF 3.6889954 +so Europe 1000m year 3.6918755 +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 0.46575928 +so South_America 10m JJA 0.21120071 +so South_America 10m SON 0.12524796 +so South_America 10m DJF 0.08982849 +so South_America 10m year 0.22301102 +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 0.92248535 +so Australia 10m JJA 0.8269634 +so Australia 10m SON 0.8406868 +so Australia 10m DJF 0.93050003 +so Australia 10m year 0.8801594 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.042907715 +so Antarctica 10m JJA 0.030384064 +so Antarctica 10m SON 0.0037727356 +so Antarctica 10m DJF 0.013515472 +so Antarctica 10m year 0.015888214 +so Antarctica 100m MAM nan +so Antarctica 100m JJA nan +so Antarctica 100m SON nan +so Antarctica 100m DJF nan +so Antarctica 100m year nan +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.7156849 so glob 10m JJA 0.7425304 -so glob 10m SON 0.7297832 +so glob 10m SON 0.7297831 so glob 10m DJF 0.7384524 -so glob 100m MAM 0.5053169 +so glob 10m year 0.71678054 +so glob 100m MAM 0.50531685 so glob 100m JJA 0.5111115 -so glob 100m SON 0.52507126 +so glob 100m SON 0.5250713 so glob 100m DJF 0.5122336 +so glob 100m year 0.51094127 so glob 1000m MAM 0.21393369 -so glob 1000m JJA 0.21262743 +so glob 1000m JJA 0.21262741 so glob 1000m SON 0.21253783 -so glob 1000m DJF 0.21330842 +so glob 1000m DJF 0.21330844 +so glob 1000m year 0.2130426 so arctic 10m MAM 1.3738176 -so arctic 10m JJA 1.5718327 +so arctic 10m JJA 1.5718325 so arctic 10m SON 1.5006951 -so arctic 10m DJF 1.5564972 +so arctic 10m DJF 1.5564971 +so arctic 10m year 1.4530753 so arctic 100m MAM 0.6820035 so arctic 100m JJA 0.6921526 so arctic 100m SON 0.73063296 -so arctic 100m DJF 0.6916489 -so arctic 1000m MAM 0.11978465 +so arctic 100m DJF 0.691649 +so arctic 100m year 0.69659936 +so arctic 1000m MAM 0.119784676 so arctic 1000m JJA 0.11444395 -so arctic 1000m SON 0.11432905 +so arctic 1000m SON 0.11432904 so arctic 1000m DJF 0.122988656 +so arctic 1000m year 0.11788023 so northmid 10m MAM 1.1347783 so northmid 10m JJA 1.1573793 so northmid 10m SON 1.1481115 -so northmid 10m DJF 1.15022 -so northmid 100m MAM 0.84216285 +so northmid 10m DJF 1.1502199 +so northmid 10m year 1.144395 +so northmid 100m MAM 0.8421629 so northmid 100m JJA 0.8395779 so northmid 100m SON 0.841341 so northmid 100m DJF 0.8458219 +so northmid 100m year 0.84064436 so northmid 1000m MAM 0.5432329 so northmid 1000m JJA 0.543461 so northmid 1000m SON 0.5435904 so northmid 1000m DJF 0.5411173 +so northmid 1000m year 0.5428371 so tropics 10m MAM 0.62483555 so tropics 10m JJA 0.6251456 -so tropics 10m SON 0.6281853 +so tropics 10m SON 0.6281852 so tropics 10m DJF 0.62102425 +so tropics 10m year 0.6134739 so tropics 100m MAM 0.5135817 so tropics 100m JJA 0.50309676 so tropics 100m SON 0.52457225 so tropics 100m DJF 0.5136985 +so tropics 100m year 0.5101794 so tropics 1000m MAM 0.25863174 so tropics 1000m JJA 0.25811994 -so tropics 1000m SON 0.2578127 +so tropics 1000m SON 0.25781274 so tropics 1000m DJF 0.2581825 +so tropics 1000m year 0.25813368 so innertropics 10m MAM 0.67256117 so innertropics 10m JJA 0.6771859 so innertropics 10m SON 0.6751737 so innertropics 10m DJF 0.66408116 +so innertropics 10m year 0.6568952 so innertropics 100m MAM 0.5329596 so innertropics 100m JJA 0.51726705 so innertropics 100m SON 0.5333985 so innertropics 100m DJF 0.521305 +so innertropics 100m year 0.5214936 so innertropics 1000m MAM 0.24885482 so innertropics 1000m JJA 0.24884826 so innertropics 1000m SON 0.24802843 so innertropics 1000m DJF 0.2474955 +so innertropics 1000m year 0.2482798 so nino34 10m MAM 0.505499 so nino34 10m JJA 0.6230756 so nino34 10m SON 0.45257044 so nino34 10m DJF 0.42555517 +so nino34 10m year 0.50162464 so nino34 100m MAM 0.6195662 so nino34 100m JJA 0.6122838 so nino34 100m SON 0.5601828 so nino34 100m DJF 0.5557477 +so nino34 100m year 0.5869448 so nino34 1000m MAM 0.15574273 so nino34 1000m JJA 0.15763897 so nino34 1000m SON 0.15460503 so nino34 1000m DJF 0.1539029 +so nino34 1000m year 0.15547238 so southmid 10m MAM 0.42657495 so southmid 10m JJA 0.40398905 so southmid 10m SON 0.38990247 so southmid 10m DJF 0.4091517 +so southmid 10m year 0.40526667 so southmid 100m MAM 0.35314313 so southmid 100m JJA 0.38792282 so southmid 100m SON 0.38618097 so southmid 100m DJF 0.37294617 +so southmid 100m year 0.3744151 so southmid 1000m MAM 0.10041815 so southmid 1000m JJA 0.09842389 so southmid 1000m SON 0.09877155 so southmid 1000m DJF 0.09941057 +so southmid 1000m year 0.09914966 so antarctic 10m MAM 0.21911946 so antarctic 10m JJA 0.21961589 so antarctic 10m SON 0.22113818 so antarctic 10m DJF 0.21634814 +so antarctic 10m year 0.18988313 so antarctic 100m MAM 0.15592095 so antarctic 100m JJA 0.15866183 so antarctic 100m SON 0.16271232 so antarctic 100m DJF 0.15224259 +so antarctic 100m year 0.15329812 so antarctic 1000m MAM 0.07695009 so antarctic 1000m JJA 0.076294646 so antarctic 1000m SON 0.075296946 so antarctic 1000m DJF 0.074300766 +so antarctic 1000m year 0.07570611 diff --git a/eval/NCEP2/AWI-CM-1-1-MR.csv b/eval/NCEP2/AWI-CM-1-1-MR.csv new file mode 100644 index 0000000..6a18831 --- /dev/null +++ b/eval/NCEP2/AWI-CM-1-1-MR.csv @@ -0,0 +1,1871 @@ +Variable Region Level Season AbsMeanError +tas Atlantic_Basin surface MAM 0.89779127 +tas Atlantic_Basin surface JJA 0.94730616 +tas Atlantic_Basin surface SON 1.167555 +tas Atlantic_Basin surface DJF 1.1338726 +tas Atlantic_Basin surface year 0.8856066 +tas Pacific_Basin surface MAM 0.8733111 +tas Pacific_Basin surface JJA 0.87525797 +tas Pacific_Basin surface SON 0.92244005 +tas Pacific_Basin surface DJF 0.9022315 +tas Pacific_Basin surface year 0.824395 +tas Indian_Basin surface MAM 1.0318296 +tas Indian_Basin surface JJA 0.86774445 +tas Indian_Basin surface SON 0.7228203 +tas Indian_Basin surface DJF 0.7258768 +tas Indian_Basin surface year 0.8009386 +tas Arctic_Basin surface MAM 1.5201869 +tas Arctic_Basin surface JJA 1.5559009 +tas Arctic_Basin surface SON 1.9284227 +tas Arctic_Basin surface DJF 1.4826449 +tas Arctic_Basin surface year 0.88391674 +tas Southern_Ocean_Basin surface MAM 1.0452554 +tas Southern_Ocean_Basin surface JJA 1.2792732 +tas Southern_Ocean_Basin surface SON 1.1920745 +tas Southern_Ocean_Basin surface DJF 0.96839 +tas Southern_Ocean_Basin surface year 0.9091868 +tas Mediterranean_Basin surface MAM 0.40624017 +tas Mediterranean_Basin surface JJA 1.5231613 +tas Mediterranean_Basin surface SON 1.0679244 +tas Mediterranean_Basin surface DJF 0.56984544 +tas Mediterranean_Basin surface year 0.7253056 +tas Asia surface MAM 1.6625172 +tas Asia surface JJA 1.7401918 +tas Asia surface SON 1.9446392 +tas Asia surface DJF 2.9587483 +tas Asia surface year 1.7292985 +tas North_America surface MAM 1.7914193 +tas North_America surface JJA 2.1336272 +tas North_America surface SON 2.0563705 +tas North_America surface DJF 1.9124335 +tas North_America surface year 1.7692305 +tas Europe surface MAM 1.2067734 +tas Europe surface JJA 1.3029133 +tas Europe surface SON 1.1041025 +tas Europe surface DJF 1.0955995 +tas Europe surface year 0.9713366 +tas Africa surface MAM 1.389413 +tas Africa surface JJA 1.4544889 +tas Africa surface SON 0.99382377 +tas Africa surface DJF 1.0116392 +tas Africa surface year 1.0370774 +tas South_America surface MAM 1.5593929 +tas South_America surface JJA 1.8383899 +tas South_America surface SON 1.6786021 +tas South_America surface DJF 1.5456579 +tas South_America surface year 1.4917166 +tas Oceania surface MAM 2.0719354 +tas Oceania surface JJA 2.48086 +tas Oceania surface SON 1.5896385 +tas Oceania surface DJF 1.5242282 +tas Oceania surface year 1.892839 +tas Australia surface MAM 1.7466952 +tas Australia surface JJA 0.9357335 +tas Australia surface SON 0.9475408 +tas Australia surface DJF 1.5585881 +tas Australia surface year 1.2282696 +tas Antarctica surface MAM 1.4192688 +tas Antarctica surface JJA 1.9350382 +tas Antarctica surface SON 1.9686325 +tas Antarctica surface DJF 0.98261684 +tas Antarctica surface year 1.4464799 +tas glob surface MAM 1.1985775 +tas glob surface JJA 1.3114973 +tas glob surface SON 1.326616 +tas glob surface DJF 1.2320746 +tas glob surface year 1.0599444 +tas arctic surface MAM 1.5562166 +tas arctic surface JJA 1.491425 +tas arctic surface SON 1.9635159 +tas arctic surface DJF 1.9668878 +tas arctic surface year 1.1761314 +tas northmid surface MAM 1.3086538 +tas northmid surface JJA 1.5999426 +tas northmid surface SON 1.4721968 +tas northmid surface DJF 1.6446639 +tas northmid surface year 1.3383509 +tas tropics surface MAM 1.0289875 +tas tropics surface JJA 1.0549703 +tas tropics surface SON 1.0003492 +tas tropics surface DJF 0.95612216 +tas tropics surface year 0.92542475 +tas innertropics surface MAM 1.1333704 +tas innertropics surface JJA 1.1622381 +tas innertropics surface SON 1.0875099 +tas innertropics surface DJF 1.0512639 +tas innertropics surface year 1.0197717 +tas nino34 surface MAM 0.715624 +tas nino34 surface JJA 0.59442466 +tas nino34 surface SON 0.6360441 +tas nino34 surface DJF 0.41458333 +tas nino34 surface year 0.5312635 +tas southmid surface MAM 0.72922796 +tas southmid surface JJA 0.7618729 +tas southmid surface SON 0.7275792 +tas southmid surface DJF 0.70487356 +tas southmid surface year 0.69673294 +tas antarctic surface MAM 1.6097281 +tas antarctic surface JJA 1.993582 +tas antarctic surface SON 1.8900003 +tas antarctic surface DJF 1.1737505 +tas antarctic surface year 1.3438396 +clt Atlantic_Basin surface MAM 12.498086 +clt Atlantic_Basin surface JJA 12.877307 +clt Atlantic_Basin surface SON 11.971583 +clt Atlantic_Basin surface DJF 14.68242 +clt Atlantic_Basin surface year 11.645779 +clt Pacific_Basin surface MAM 11.121806 +clt Pacific_Basin surface JJA 10.118212 +clt Pacific_Basin surface SON 11.281231 +clt Pacific_Basin surface DJF 13.629908 +clt Pacific_Basin surface year 10.715487 +clt Indian_Basin surface MAM 12.550809 +clt Indian_Basin surface JJA 19.780901 +clt Indian_Basin surface SON 17.223488 +clt Indian_Basin surface DJF 11.410242 +clt Indian_Basin surface year 14.673191 +clt Arctic_Basin surface MAM 17.0932 +clt Arctic_Basin surface JJA 13.061719 +clt Arctic_Basin surface SON 17.29007 +clt Arctic_Basin surface DJF 15.100029 +clt Arctic_Basin surface year 15.392891 +clt Southern_Ocean_Basin surface MAM 10.035175 +clt Southern_Ocean_Basin surface JJA 10.428173 +clt Southern_Ocean_Basin surface SON 10.2324705 +clt Southern_Ocean_Basin surface DJF 7.7195754 +clt Southern_Ocean_Basin surface year 8.701729 +clt Mediterranean_Basin surface MAM 8.782787 +clt Mediterranean_Basin surface JJA 9.808804 +clt Mediterranean_Basin surface SON 15.753602 +clt Mediterranean_Basin surface DJF 16.23686 +clt Mediterranean_Basin surface year 12.021646 +clt Asia surface MAM 9.591123 +clt Asia surface 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10m year 0.38360825 +thetao Antarctica 100m MAM 0.68911475 +thetao Antarctica 100m JJA 0.71922255 +thetao Antarctica 100m SON 0.5737827 +thetao Antarctica 100m DJF 0.71306163 +thetao Antarctica 100m year 0.6079202 +thetao Antarctica 1000m MAM 0.7981867 +thetao Antarctica 1000m JJA 0.86844045 +thetao Antarctica 1000m SON 0.84609026 +thetao Antarctica 1000m DJF 0.7690467 +thetao Antarctica 1000m year 0.82045627 +thetao glob 10m MAM 0.7819087 +thetao glob 10m JJA 0.8947176 +thetao glob 10m SON 0.8114615 +thetao glob 10m DJF 0.78498816 +thetao glob 10m year 0.73718137 +thetao glob 100m MAM 1.224653 +thetao glob 100m JJA 1.2653885 +thetao glob 100m SON 1.2991737 +thetao glob 100m DJF 1.2876706 +thetao glob 100m year 1.2355337 +thetao glob 1000m MAM 0.6328295 +thetao glob 1000m JJA 0.6382633 +thetao glob 1000m SON 0.6340837 +thetao glob 1000m DJF 0.62995434 +thetao glob 1000m year 0.63297385 +thetao arctic 10m MAM 0.75217104 +thetao arctic 10m JJA 0.7088145 +thetao arctic 10m SON 0.57532483 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0.7631039 +thetao tropics 10m JJA 0.99540204 +thetao tropics 10m SON 0.878482 +thetao tropics 10m DJF 0.794496 +thetao tropics 10m year 0.7945263 +thetao tropics 100m MAM 1.6728822 +thetao tropics 100m JJA 1.8145467 +thetao tropics 100m SON 1.894945 +thetao tropics 100m DJF 1.855355 +thetao tropics 100m year 1.7552576 +thetao tropics 1000m MAM 0.6901584 +thetao tropics 1000m JJA 0.698625 +thetao tropics 1000m SON 0.69463146 +thetao tropics 1000m DJF 0.6876243 +thetao tropics 1000m year 0.69228166 +thetao innertropics 10m MAM 0.6917563 +thetao innertropics 10m JJA 1.023338 +thetao innertropics 10m SON 0.8622728 +thetao innertropics 10m DJF 0.7713959 +thetao innertropics 10m year 0.7520938 +thetao innertropics 100m MAM 1.9192727 +thetao innertropics 100m JJA 2.1859467 +thetao innertropics 100m SON 2.3331308 +thetao innertropics 100m DJF 2.1723645 +thetao innertropics 100m year 2.063914 +thetao innertropics 1000m MAM 0.79926175 +thetao innertropics 1000m JJA 0.80031866 +thetao innertropics 1000m SON 0.80223846 +thetao innertropics 1000m DJF 0.7978291 +thetao innertropics 1000m year 0.79964393 +thetao nino34 10m MAM 1.4862005 +thetao nino34 10m JJA 1.5673305 +thetao nino34 10m SON 1.6454716 +thetao nino34 10m DJF 1.1977895 +thetao nino34 10m year 1.4710882 +thetao nino34 100m MAM 1.6100464 +thetao nino34 100m JJA 1.5608321 +thetao nino34 100m SON 2.789982 +thetao nino34 100m DJF 1.9081826 +thetao nino34 100m year 1.9657441 +thetao nino34 1000m MAM 0.31223494 +thetao nino34 1000m JJA 0.2879829 +thetao nino34 1000m SON 0.32258728 +thetao nino34 1000m DJF 0.2820757 +thetao nino34 1000m year 0.30121988 +thetao southmid 10m MAM 0.7653236 +thetao southmid 10m JJA 0.9005874 +thetao southmid 10m SON 0.89133435 +thetao southmid 10m DJF 0.7585946 +thetao southmid 10m year 0.80598646 +thetao southmid 100m MAM 1.0474278 +thetao southmid 100m JJA 0.8949269 +thetao southmid 100m SON 0.8574652 +thetao southmid 100m DJF 0.9564123 +thetao southmid 100m year 0.9251843 +thetao southmid 1000m MAM 0.60929585 +thetao southmid 1000m JJA 0.609575 +thetao southmid 1000m SON 0.6057668 +thetao southmid 1000m DJF 0.60502416 +thetao southmid 1000m year 0.6061109 +thetao antarctic 10m MAM 0.46567115 +thetao antarctic 10m JJA 0.52875686 +thetao antarctic 10m SON 0.45871922 +thetao antarctic 10m DJF 0.44861585 +thetao antarctic 10m year 0.36452964 +thetao antarctic 100m MAM 0.89458674 +thetao antarctic 100m JJA 0.9503421 +thetao antarctic 100m SON 0.86603147 +thetao antarctic 100m DJF 0.83184546 +thetao antarctic 100m year 0.8563765 +thetao antarctic 1000m MAM 0.7184556 +thetao antarctic 1000m JJA 0.7382636 +thetao antarctic 1000m SON 0.7217746 +thetao antarctic 1000m DJF 0.7106066 +thetao antarctic 1000m year 0.7220953 +so Atlantic_Basin 10m MAM 0.7189435 +so Atlantic_Basin 10m JJA 0.8124471 +so Atlantic_Basin 10m SON 0.74092555 +so Atlantic_Basin 10m DJF 0.70332634 +so Atlantic_Basin 10m year 0.726758 +so Atlantic_Basin 100m MAM 0.4694277 +so Atlantic_Basin 100m JJA 0.45389086 +so Atlantic_Basin 100m SON 0.44770417 +so Atlantic_Basin 100m DJF 0.47201142 +so Atlantic_Basin 100m year 0.4581316 +so Atlantic_Basin 1000m MAM 0.09623252 +so Atlantic_Basin 1000m JJA 0.096441716 +so Atlantic_Basin 1000m SON 0.09597988 +so Atlantic_Basin 1000m DJF 0.09559011 +so Atlantic_Basin 1000m year 0.0958686 +so Pacific_Basin 10m MAM 0.61902744 +so Pacific_Basin 10m JJA 0.63853276 +so Pacific_Basin 10m SON 0.65331095 +so Pacific_Basin 10m DJF 0.6174874 +so Pacific_Basin 10m year 0.62762296 +so Pacific_Basin 100m MAM 0.58781964 +so Pacific_Basin 100m JJA 0.5727405 +so Pacific_Basin 100m SON 0.56766975 +so Pacific_Basin 100m DJF 0.5743677 +so Pacific_Basin 100m year 0.574667 +so Pacific_Basin 1000m MAM 0.14289637 +so Pacific_Basin 1000m JJA 0.14268497 +so Pacific_Basin 1000m SON 0.14315073 +so Pacific_Basin 1000m DJF 0.14324374 +so Pacific_Basin 1000m year 0.14297913 +so Indian_Basin 10m MAM 0.46671772 +so Indian_Basin 10m JJA 0.41818625 +so Indian_Basin 10m SON 0.42552662 +so Indian_Basin 10m DJF 0.44484407 +so Indian_Basin 10m year 0.43302163 +so Indian_Basin 100m MAM 0.35808408 +so Indian_Basin 100m JJA 0.38198864 +so Indian_Basin 100m SON 0.38332084 +so Indian_Basin 100m DJF 0.36828667 +so Indian_Basin 100m year 0.37076807 +so Indian_Basin 1000m MAM 0.20587754 +so Indian_Basin 1000m JJA 0.20503278 +so Indian_Basin 1000m SON 0.20642553 +so Indian_Basin 1000m DJF 0.20727335 +so Indian_Basin 1000m year 0.20607184 +so Arctic_Basin 10m MAM 1.1603884 +so Arctic_Basin 10m JJA 1.5885686 +so Arctic_Basin 10m SON 1.4272274 +so Arctic_Basin 10m DJF 1.3344651 +so Arctic_Basin 10m year 1.3372806 +so Arctic_Basin 100m MAM 1.0594175 +so Arctic_Basin 100m JJA 1.0645906 +so Arctic_Basin 100m SON 1.1171224 +so Arctic_Basin 100m DJF 1.0679955 +so Arctic_Basin 100m year 1.0768183 +so Arctic_Basin 1000m MAM 0.04248114 +so Arctic_Basin 1000m JJA 0.03732301 +so Arctic_Basin 1000m SON 0.036342844 +so Arctic_Basin 1000m DJF 0.045745306 +so Arctic_Basin 1000m year 0.0402232 +so Southern_Ocean_Basin 10m MAM 0.2097859 +so Southern_Ocean_Basin 10m JJA 0.21799867 +so Southern_Ocean_Basin 10m SON 0.21904093 +so Southern_Ocean_Basin 10m DJF 0.21890408 +so Southern_Ocean_Basin 10m year 0.20703404 +so Southern_Ocean_Basin 100m MAM 0.22739887 +so Southern_Ocean_Basin 100m JJA 0.23117973 +so Southern_Ocean_Basin 100m SON 0.21004719 +so Southern_Ocean_Basin 100m DJF 0.21268189 +so Southern_Ocean_Basin 100m year 0.21844469 +so Southern_Ocean_Basin 1000m MAM 0.0785028 +so Southern_Ocean_Basin 1000m JJA 0.07948731 +so Southern_Ocean_Basin 1000m SON 0.080036536 +so Southern_Ocean_Basin 1000m DJF 0.08044584 +so Southern_Ocean_Basin 1000m year 0.07955251 +so Mediterranean_Basin 10m MAM 7.906817 +so Mediterranean_Basin 10m JJA 7.8475347 +so Mediterranean_Basin 10m SON 7.925627 +so Mediterranean_Basin 10m DJF 7.9828568 +so Mediterranean_Basin 10m year 7.9157095 +so Mediterranean_Basin 100m MAM 8.417876 +so Mediterranean_Basin 100m JJA 8.447546 +so Mediterranean_Basin 100m SON 8.428674 +so Mediterranean_Basin 100m DJF 8.436779 +so Mediterranean_Basin 100m year 8.432718 +so Mediterranean_Basin 1000m MAM 8.570706 +so Mediterranean_Basin 1000m JJA 8.56303 +so Mediterranean_Basin 1000m SON 8.573646 +so Mediterranean_Basin 1000m DJF 8.572796 +so Mediterranean_Basin 1000m year 8.570045 +so Asia 10m MAM 1.9063746 +so Asia 10m JJA 2.05716 +so Asia 10m SON 2.10411 +so Asia 10m DJF 2.0420995 +so Asia 10m year 1.980882 +so Asia 100m MAM 1.5515879 +so Asia 100m JJA 1.5867423 +so Asia 100m SON 1.5875949 +so Asia 100m DJF 1.5837054 +so Asia 100m year 1.5717028 +so Asia 1000m MAM 0.9607069 +so Asia 1000m JJA 0.96360326 +so Asia 1000m SON 0.9672075 +so Asia 1000m DJF 0.964636 +so Asia 1000m year 0.9640385 +so North_America 10m MAM 1.7032546 +so North_America 10m JJA 2.1222134 +so North_America 10m SON 1.8580348 +so North_America 10m DJF 1.7012441 +so North_America 10m year 1.7997717 +so North_America 100m MAM 0.66787773 +so North_America 100m JJA 0.66794163 +so North_America 100m SON 0.68446743 +so North_America 100m DJF 0.6860254 +so North_America 100m year 0.66507876 +so North_America 1000m MAM 0.06853485 +so North_America 1000m JJA 0.071287155 +so North_America 1000m SON 0.07072258 +so North_America 1000m DJF 0.0704937 +so North_America 1000m year 0.07026037 +so Europe 10m MAM 3.826232 +so Europe 10m JJA 3.9697633 +so Europe 10m SON 4.2220006 +so Europe 10m DJF 4.1107783 +so Europe 10m year 4.016678 +so Europe 100m MAM 4.3162203 +so Europe 100m JJA 4.325453 +so Europe 100m SON 4.3161497 +so Europe 100m DJF 4.351468 +so Europe 100m year 4.3268247 +so Europe 1000m MAM 8.440588 +so Europe 1000m JJA 8.434835 +so Europe 1000m SON 8.4446125 +so Europe 1000m DJF 8.446182 +so Europe 1000m year 8.441555 +so Africa 10m MAM 2.1633475 +so Africa 10m JJA 1.9273338 +so Africa 10m SON 2.03671 +so Africa 10m DJF 2.1825893 +so Africa 10m year 2.0765924 +so Africa 100m MAM 2.2943408 +so Africa 100m JJA 2.284608 +so Africa 100m SON 2.2856724 +so Africa 100m DJF 2.3107846 +so Africa 100m year 2.2938516 +so Africa 1000m MAM 0.13796234 +so Africa 1000m JJA 0.12860489 +so Africa 1000m SON 0.11710167 +so Africa 1000m DJF 0.13876915 +so Africa 1000m year 0.13060951 +so South_America 10m MAM 1.0286288 +so South_America 10m JJA 0.8922606 +so South_America 10m SON 0.8605975 +so South_America 10m DJF 1.0231504 +so South_America 10m year 0.9466463 +so South_America 100m MAM 0.46798325 +so South_America 100m JJA 0.45810127 +so South_America 100m SON 0.46486712 +so South_America 100m DJF 0.46585703 +so South_America 100m year 0.4642024 +so South_America 1000m MAM 0.14745617 +so South_America 1000m JJA 0.14406872 +so South_America 1000m SON 0.14782143 +so South_America 1000m DJF 0.16622639 +so South_America 1000m year 0.15139389 +so Oceania 10m MAM 0.47635573 +so Oceania 10m JJA 0.45274812 +so Oceania 10m SON 0.42988282 +so Oceania 10m DJF 0.42963868 +so Oceania 10m year 0.43367463 +so Oceania 100m MAM 0.46011257 +so Oceania 100m JJA 0.47223282 +so Oceania 100m SON 0.54021645 +so Oceania 100m DJF 0.4347849 +so Oceania 100m year 0.47683716 +so Oceania 1000m MAM 0.18267441 +so Oceania 1000m JJA 0.17802429 +so Oceania 1000m SON 0.17619069 +so Oceania 1000m DJF 0.17819087 +so Oceania 1000m year 0.17876942 +so Australia 10m MAM 0.5389057 +so Australia 10m JJA 0.46999657 +so Australia 10m SON 0.44459978 +so Australia 10m DJF 0.50984573 +so Australia 10m year 0.48913956 +so Australia 100m MAM 0.5908623 +so Australia 100m JJA 0.61375684 +so Australia 100m SON 0.60792667 +so Australia 100m DJF 0.5876973 +so Australia 100m year 0.6000621 +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 1.2084227 +so Antarctica 10m JJA 1.1720142 +so Antarctica 10m SON 1.1228199 +so Antarctica 10m DJF 1.2647444 +so Antarctica 10m year 1.1770521 +so Antarctica 100m MAM 0.17847824 +so Antarctica 100m JJA 0.1735204 +so Antarctica 100m SON 0.1332194 +so Antarctica 100m DJF 0.15507126 +so Antarctica 100m year 0.15741093 +so Antarctica 1000m MAM 0.005947113 +so Antarctica 1000m JJA 0.015602112 +so Antarctica 1000m SON 0.0059013367 +so Antarctica 1000m DJF 0.013381958 +so Antarctica 1000m year 0.0005455017 +so glob 10m MAM 0.67445487 +so glob 10m JJA 0.74693674 +so glob 10m SON 0.7201803 +so glob 10m DJF 0.69393 +so glob 10m year 0.69591063 +so glob 100m MAM 0.5630105 +so glob 100m JJA 0.5593578 +so glob 100m SON 0.5561372 +so glob 100m DJF 0.55736303 +so glob 100m year 0.5572817 +so glob 1000m MAM 0.16744447 +so glob 1000m JJA 0.16714136 +so glob 1000m SON 0.16749999 +so glob 1000m DJF 0.16847873 +so glob 1000m year 0.16755344 +so arctic 10m MAM 1.1866062 +so arctic 10m JJA 1.6012982 +so arctic 10m SON 1.4147054 +so arctic 10m DJF 1.3393006 +so arctic 10m year 1.3425022 +so arctic 100m MAM 0.9183168 +so arctic 100m JJA 0.9051254 +so arctic 100m SON 0.94350725 +so arctic 100m DJF 0.9192447 +so arctic 100m year 0.9191397 +so arctic 1000m MAM 0.05301644 +so arctic 1000m JJA 0.048884943 +so arctic 1000m SON 0.047866404 +so arctic 1000m DJF 0.054896656 +so arctic 1000m year 0.05092846 +so northmid 10m MAM 1.1726552 +so northmid 10m JJA 1.2417477 +so northmid 10m SON 1.2057923 +so northmid 10m DJF 1.158834 +so northmid 10m year 1.1897305 +so northmid 100m MAM 0.8638309 +so northmid 100m JJA 0.84179544 +so northmid 100m SON 0.83178616 +so northmid 100m DJF 0.8544123 +so northmid 100m year 0.84479743 +so northmid 1000m MAM 0.5608334 +so northmid 1000m JJA 0.5607129 +so northmid 1000m SON 0.5623411 +so northmid 1000m DJF 0.56076217 +so northmid 1000m year 0.5609903 +so tropics 10m MAM 0.65959543 +so tropics 10m JJA 0.6471646 +so tropics 10m SON 0.66562635 +so tropics 10m DJF 0.64547735 +so tropics 10m year 0.64692193 +so tropics 100m MAM 0.6119515 +so tropics 100m JJA 0.6131458 +so tropics 100m SON 0.6100706 +so tropics 100m DJF 0.61326206 +so tropics 100m year 0.6110357 +so tropics 1000m MAM 0.16260919 +so tropics 1000m JJA 0.16199696 +so tropics 1000m SON 0.16269474 +so tropics 1000m DJF 0.16306147 +so tropics 1000m year 0.16254272 +so innertropics 10m MAM 0.57817453 +so innertropics 10m JJA 0.5713908 +so innertropics 10m SON 0.59296286 +so innertropics 10m DJF 0.5638212 +so innertropics 10m year 0.56419283 +so innertropics 100m MAM 0.54408807 +so innertropics 100m JJA 0.547306 +so innertropics 100m SON 0.54270124 +so innertropics 100m DJF 0.54079616 +so innertropics 100m year 0.54200613 +so innertropics 1000m MAM 0.19729151 +so innertropics 1000m JJA 0.19607416 +so innertropics 1000m SON 0.19738744 +so innertropics 1000m DJF 0.19727844 +so innertropics 1000m year 0.19698036 +so nino34 10m MAM 0.54911906 +so nino34 10m JJA 0.5038604 +so nino34 10m SON 0.5502028 +so nino34 10m DJF 0.56976616 +so nino34 10m year 0.54323703 +so nino34 100m MAM 0.6824539 +so nino34 100m JJA 0.6565749 +so nino34 100m SON 0.64907837 +so nino34 100m DJF 0.64954656 +so nino34 100m year 0.6594133 +so nino34 1000m MAM 0.18324137 +so nino34 1000m JJA 0.18687966 +so nino34 1000m SON 0.18608567 +so nino34 1000m DJF 0.1811225 +so nino34 1000m year 0.18433234 +so southmid 10m MAM 0.30914894 +so southmid 10m JJA 0.30387816 +so southmid 10m SON 0.3061931 +so southmid 10m DJF 0.3082652 +so southmid 10m year 0.3047646 +so southmid 100m MAM 0.289158 +so southmid 100m JJA 0.29441345 +so southmid 100m SON 0.2895338 +so southmid 100m DJF 0.28479105 +so southmid 100m year 0.28809935 +so southmid 1000m MAM 0.097237475 +so southmid 1000m JJA 0.098672085 +so southmid 1000m SON 0.09804318 +so southmid 1000m DJF 0.098440066 +so southmid 1000m year 0.098017186 +so antarctic 10m MAM 0.15603082 +so antarctic 10m JJA 0.19350527 +so antarctic 10m SON 0.19225098 +so antarctic 10m DJF 0.18667243 +so antarctic 10m year 0.15899284 +so antarctic 100m MAM 0.21711046 +so antarctic 100m JJA 0.21621011 +so antarctic 100m SON 0.1708513 +so antarctic 100m DJF 0.1810308 +so antarctic 100m year 0.19437629 +so antarctic 1000m MAM 0.044026654 +so antarctic 1000m JJA 0.044170864 +so antarctic 1000m SON 0.045874417 +so antarctic 1000m DJF 0.047104426 +so antarctic 1000m year 0.045269318 diff --git a/eval/NCEP2/BCC-SM2-MR.csv b/eval/NCEP2/BCC-SM2-MR.csv index cc290da..c9b5f75 100644 --- a/eval/NCEP2/BCC-SM2-MR.csv +++ b/eval/NCEP2/BCC-SM2-MR.csv @@ -1,577 +1,1981 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 15.708289669246163 -siconc glob surface JJA 14.232761225770961 -siconc glob surface SON 14.563055523608332 -siconc glob surface DJF 15.685448466019638 -siconc arctic surface MAM 9.552104182689021 -siconc arctic surface JJA 11.405839120007943 -siconc arctic surface SON 11.755005397647796 -siconc arctic surface DJF 10.886440016741036 +siconc Atlantic_Basin surface MAM 23.97846060475598 +siconc Atlantic_Basin surface JJA 14.905289012764632 +siconc Atlantic_Basin surface SON 16.415774178781003 +siconc Atlantic_Basin surface DJF 25.556295333285526 +siconc Atlantic_Basin surface year 18.40649005355072 +siconc Pacific_Basin surface MAM 18.507832738179534 +siconc Pacific_Basin surface JJA 3.061484039577053 +siconc Pacific_Basin surface SON 4.46805151204067 +siconc Pacific_Basin surface DJF 16.4158363347188 +siconc Pacific_Basin surface year 7.116297120484143 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 6.443423201617071 +siconc Arctic_Basin surface JJA 10.8322236651466 +siconc Arctic_Basin surface SON 11.054352217360979 +siconc Arctic_Basin surface DJF 7.6929269523314865 +siconc Arctic_Basin surface year 7.789909073350692 +siconc Southern_Ocean_Basin surface MAM 25.19722053966896 +siconc Southern_Ocean_Basin surface JJA 17.872379531830617 +siconc Southern_Ocean_Basin surface SON 17.891812522830993 +siconc Southern_Ocean_Basin surface DJF 22.291654289326964 +siconc Southern_Ocean_Basin surface year 17.451540579935028 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 0.7480166625976494 +siconc Asia surface JJA 3.5305178833007815 +siconc Asia surface SON 10.935800781249995 +siconc Asia surface DJF 1.7345068359374949 +siconc Asia surface year 1.2281860351562557 +siconc North_America surface MAM 14.149481201171866 +siconc North_America surface JJA 56.62220764160156 +siconc North_America surface SON 27.349860229492187 +siconc North_America surface DJF 8.585773315429691 +siconc North_America surface year 26.679326782226568 +siconc Europe surface MAM nan +siconc Europe surface JJA nan +siconc Europe surface SON nan +siconc Europe surface DJF nan +siconc Europe surface year nan +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 5.3029924720525745 +siconc Antarctica surface JJA 20.914103708267213 +siconc Antarctica surface SON 14.139545402526856 +siconc Antarctica surface DJF 0.44154515586793425 +siconc Antarctica surface year 10.197046642303468 +siconc glob surface MAM 15.708306573143782 +siconc glob surface JJA 14.232502780031215 +siconc glob surface SON 14.563099289008353 +siconc glob surface DJF 15.685449814384462 +siconc glob surface year 13.067265750204074 +siconc arctic surface MAM 9.552134265461227 +siconc arctic surface JJA 11.405333106213522 +siconc arctic surface SON 11.755091235863304 +siconc arctic surface DJF 10.886442525350398 +siconc arctic surface year 9.792768543476898 siconc northmid surface MAM 16.28401829873994 siconc northmid surface JJA 6.162230209736435 siconc northmid surface SON 5.629276279400704 -siconc northmid surface DJF 15.564831953227653 +siconc northmid surface DJF 15.564831953227655 +siconc northmid surface year 7.54220882532154 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.002574930103868 siconc southmid surface JJA 13.484926243859041 siconc southmid surface SON 17.73689162734356 siconc southmid surface DJF 6.309940397104096 +siconc southmid surface year 10.382968435263729 siconc antarctic surface MAM 26.818577122269783 siconc antarctic surface JJA 17.28511884853149 siconc antarctic surface SON 15.603917442676064 siconc antarctic surface DJF 24.92877601003671 -tas glob surface MAM 1.6705203 -tas glob surface JJA 1.823386 -tas glob surface SON 1.6117051 -tas glob surface DJF 1.8893986 -tas arctic surface MAM 1.6671402 -tas arctic surface JJA 1.6804211 -tas arctic surface SON 2.1222847 -tas arctic surface DJF 3.319989 -tas northmid surface MAM 1.4678586 -tas northmid surface JJA 1.8807343 -tas northmid surface SON 1.4564493 -tas northmid surface DJF 2.0429044 -tas tropics surface MAM 1.4337814 -tas tropics surface JJA 1.5273845 -tas tropics surface SON 1.4536915 -tas tropics surface DJF 1.5083334 -tas innertropics surface MAM 1.3302542 -tas innertropics surface JJA 1.5627337 -tas innertropics surface SON 1.4985696 -tas innertropics surface DJF 1.4887902 -tas nino34 surface MAM 0.7970881 -tas nino34 surface JJA 0.7359085 -tas nino34 surface SON 0.6441933 -tas nino34 surface DJF 0.78452045 -tas southmid surface MAM 1.1673747 -tas southmid surface JJA 1.3350915 -tas southmid surface SON 1.1574771 -tas southmid surface DJF 1.084795 -tas antarctic surface MAM 2.9507043 -tas antarctic surface JJA 2.908208 -tas antarctic surface SON 2.0115685 -tas antarctic surface DJF 1.9315135 +siconc antarctic surface year 19.09162556833515 +tas Atlantic_Basin surface MAM 2.0701325 +tas Atlantic_Basin surface JJA 1.7736801 +tas Atlantic_Basin surface SON 1.8092201 +tas Atlantic_Basin surface DJF 2.8404686 +tas Atlantic_Basin surface year 2.0008492 +tas Pacific_Basin surface MAM 1.9290059 +tas Pacific_Basin surface JJA 2.1715474 +tas Pacific_Basin surface SON 1.9585496 +tas Pacific_Basin surface DJF 2.091583 +tas Pacific_Basin surface year 1.9303178 +tas Indian_Basin surface MAM 2.3771465 +tas Indian_Basin surface JJA 2.1535325 +tas Indian_Basin surface SON 1.9086181 +tas Indian_Basin surface DJF 2.143105 +tas Indian_Basin surface year 2.1167204 +tas Arctic_Basin surface MAM 1.6884352 +tas Arctic_Basin surface JJA 1.7453295 +tas Arctic_Basin surface SON 2.6028235 +tas Arctic_Basin surface DJF 5.0240703 +tas Arctic_Basin surface year 2.5828202 +tas Southern_Ocean_Basin surface MAM 2.447546 +tas Southern_Ocean_Basin surface JJA 2.7296 +tas Southern_Ocean_Basin surface SON 1.9451349 +tas Southern_Ocean_Basin surface DJF 1.3230605 +tas Southern_Ocean_Basin surface year 1.9466443 +tas Mediterranean_Basin surface MAM 0.95510143 +tas Mediterranean_Basin surface JJA 1.1644338 +tas Mediterranean_Basin surface SON 0.75861526 +tas Mediterranean_Basin surface DJF 1.2518368 +tas Mediterranean_Basin surface year 0.63117075 +tas Asia surface MAM 2.7723885 +tas Asia surface JJA 2.6418874 +tas Asia surface SON 2.1880832 +tas Asia surface DJF 2.4861417 +tas Asia surface year 2.0119362 +tas North_America surface MAM 2.3126519 +tas North_America surface JJA 2.7961507 +tas North_America surface SON 1.8416374 +tas North_America surface DJF 2.1685882 +tas North_America surface year 1.6318309 +tas Europe surface MAM 2.012376 +tas Europe surface JJA 2.003139 +tas Europe surface SON 1.5797827 +tas Europe surface DJF 3.1026025 +tas Europe surface year 1.8948382 +tas Africa surface MAM 1.2694983 +tas Africa surface JJA 1.36469 +tas Africa surface SON 1.2776651 +tas Africa surface DJF 1.1325485 +tas Africa surface year 1.0541844 +tas South_America surface MAM 1.8204955 +tas South_America surface JJA 1.7380943 +tas South_America surface SON 1.9840865 +tas South_America surface DJF 2.1369767 +tas South_America surface year 1.8114045 +tas Oceania surface MAM 4.4022384 +tas Oceania surface JJA 5.162212 +tas Oceania surface SON 3.3182485 +tas Oceania surface DJF 3.274639 +tas Oceania surface year 4.0392594 +tas Australia surface MAM 1.3531648 +tas Australia surface JJA 1.3064233 +tas Australia surface SON 0.75435406 +tas Australia surface DJF 1.3512607 +tas Australia surface year 0.9741277 +tas Antarctica surface MAM 1.825589 +tas Antarctica surface JJA 1.9891406 +tas Antarctica surface SON 2.7608922 +tas Antarctica surface DJF 3.128751 +tas Antarctica surface year 2.116012 +tas glob surface MAM 2.0992248 +tas glob surface JJA 2.1948338 +tas glob surface SON 2.0128143 +tas glob surface DJF 2.3869414 +tas glob surface year 1.9632279 +tas arctic surface MAM 2.0874946 +tas arctic surface JJA 2.3965611 +tas arctic surface SON 2.3525403 +tas arctic surface DJF 4.3245673 +tas arctic surface year 2.3564656 +tas northmid surface MAM 2.1260884 +tas northmid surface JJA 2.021351 +tas northmid surface SON 1.7230307 +tas northmid surface DJF 2.3303347 +tas northmid surface year 1.7467463 +tas tropics surface MAM 1.8815606 +tas tropics surface JJA 1.9000818 +tas tropics surface SON 1.9115164 +tas tropics surface DJF 1.9556271 +tas tropics surface year 1.8460685 +tas innertropics surface MAM 1.903205 +tas innertropics surface JJA 2.032792 +tas innertropics surface SON 2.075936 +tas innertropics surface DJF 2.0308633 +tas innertropics surface year 1.9601496 +tas nino34 surface MAM 0.99124986 +tas nino34 surface JJA 0.9703219 +tas nino34 surface SON 1.0455396 +tas nino34 surface DJF 1.4245224 +tas nino34 surface year 0.99261194 +tas southmid surface MAM 1.800292 +tas southmid surface JJA 1.9997209 +tas southmid surface SON 1.6285539 +tas southmid surface DJF 1.4836684 +tas southmid surface year 1.7085108 +tas antarctic surface MAM 2.866967 +tas antarctic surface JJA 2.8776588 +tas antarctic surface SON 2.5659869 +tas antarctic surface DJF 2.4352155 +tas antarctic surface year 2.301842 +clt Atlantic_Basin surface MAM 12.084044 +clt Atlantic_Basin surface JJA 10.98325 +clt Atlantic_Basin surface SON 10.19193 +clt Atlantic_Basin surface DJF 10.66267 +clt Atlantic_Basin surface year 9.59113 +clt Pacific_Basin surface MAM 12.026297 +clt Pacific_Basin surface JJA 10.5037775 +clt Pacific_Basin surface SON 11.296654 +clt Pacific_Basin surface DJF 11.874874 +clt Pacific_Basin surface year 10.313822 +clt Indian_Basin surface MAM 17.140076 +clt Indian_Basin surface JJA 17.81054 +clt Indian_Basin surface SON 16.668404 +clt Indian_Basin surface DJF 13.023143 +clt Indian_Basin surface year 14.7375765 +clt Arctic_Basin surface MAM 6.5222936 +clt Arctic_Basin surface JJA 5.8103 +clt Arctic_Basin surface SON 6.0234222 +clt Arctic_Basin surface DJF 7.0341945 +clt Arctic_Basin surface year 5.064281 +clt Southern_Ocean_Basin surface MAM 15.170018 +clt Southern_Ocean_Basin surface JJA 15.086185 +clt Southern_Ocean_Basin surface SON 15.992438 +clt Southern_Ocean_Basin surface DJF 14.971282 +clt Southern_Ocean_Basin surface year 14.415381 +clt Mediterranean_Basin surface MAM 3.661892 +clt Mediterranean_Basin surface JJA 22.631372 +clt Mediterranean_Basin surface SON 5.964813 +clt Mediterranean_Basin surface DJF 12.593522 +clt Mediterranean_Basin surface year 4.2576327 +clt Asia surface MAM 6.9405155 +clt Asia surface JJA 8.987116 +clt Asia surface SON 6.2570133 +clt Asia surface DJF 11.78911 +clt Asia surface year 6.433879 +clt North_America surface MAM 8.007587 +clt North_America surface JJA 7.8391604 +clt North_America surface SON 6.5174193 +clt North_America surface DJF 7.529585 +clt North_America surface year 6.1591187 +clt Europe surface MAM 4.478144 +clt Europe surface JJA 11.832826 +clt Europe surface SON 6.4328356 +clt Europe surface DJF 5.628236 +clt Europe surface year 6.490958 +clt Africa surface MAM 10.386702 +clt Africa surface JJA 9.524793 +clt Africa surface SON 10.513472 +clt Africa surface DJF 15.791341 +clt Africa surface year 9.08295 +clt South_America surface MAM 14.800085 +clt South_America surface JJA 12.8736105 +clt South_America surface SON 10.722401 +clt 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Antarctica 10m year 1.3484019 +thetao Antarctica 100m MAM 1.35189 +thetao Antarctica 100m JJA 1.7178881 +thetao Antarctica 100m SON 1.4234939 +thetao Antarctica 100m DJF 1.1687124 +thetao Antarctica 100m year 1.4154809 +thetao Antarctica 1000m MAM nan +thetao Antarctica 1000m JJA nan +thetao Antarctica 1000m SON nan +thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan +thetao glob 10m MAM 0.93944097 +thetao glob 10m JJA 0.95647484 +thetao glob 10m SON 0.9641664 +thetao glob 10m DJF 1.0315714 +thetao glob 10m year 0.9037333 +thetao glob 100m MAM 1.1721377 +thetao glob 100m JJA 1.1811255 +thetao glob 100m SON 1.2159888 +thetao glob 100m DJF 1.1523415 +thetao glob 100m year 1.1313252 thetao glob 1000m MAM 1.9099171 thetao glob 1000m JJA 1.91522 thetao glob 1000m SON 1.9115281 thetao glob 1000m DJF 1.9043132 -thetao arctic 10m MAM 0.8394021 -thetao arctic 10m JJA 1.172591 -thetao arctic 10m SON 1.0284276 -thetao arctic 10m DJF 0.8427128 -thetao arctic 100m MAM 0.92898005 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0.30621335 +so Atlantic_Basin 1000m SON 0.307006 +so Atlantic_Basin 1000m DJF 0.30567864 +so Atlantic_Basin 1000m year 0.30640832 +so Pacific_Basin 10m MAM 0.4379864 +so Pacific_Basin 10m JJA 0.42910174 +so Pacific_Basin 10m SON 0.41132072 +so Pacific_Basin 10m DJF 0.41157258 +so Pacific_Basin 10m year 0.41473174 +so Pacific_Basin 100m MAM 0.43434408 +so Pacific_Basin 100m JJA 0.42441502 +so Pacific_Basin 100m SON 0.43084875 +so Pacific_Basin 100m DJF 0.4320628 +so Pacific_Basin 100m year 0.4290573 +so Pacific_Basin 1000m MAM 0.12499017 +so Pacific_Basin 1000m JJA 0.12465624 +so Pacific_Basin 1000m SON 0.12443752 +so Pacific_Basin 1000m DJF 0.12458916 +so Pacific_Basin 1000m year 0.12464562 +so Indian_Basin 10m MAM 0.38930628 +so Indian_Basin 10m JJA 0.3654338 +so Indian_Basin 10m SON 0.42355812 +so Indian_Basin 10m DJF 0.41503486 +so Indian_Basin 10m year 0.38484308 +so Indian_Basin 100m MAM 0.31754646 +so Indian_Basin 100m JJA 0.31938443 +so Indian_Basin 100m SON 0.31355068 +so Indian_Basin 100m DJF 0.31111544 +so Indian_Basin 100m year 0.30705658 +so Indian_Basin 1000m MAM 0.08830869 +so Indian_Basin 1000m JJA 0.08735091 +so Indian_Basin 1000m SON 0.086906075 +so Indian_Basin 1000m DJF 0.08701087 +so Indian_Basin 1000m year 0.08711775 +so Arctic_Basin 10m MAM 1.0260315 +so Arctic_Basin 10m JJA 1.301669 +so Arctic_Basin 10m SON 1.1873444 +so Arctic_Basin 10m DJF 1.1984919 +so Arctic_Basin 10m year 1.1487662 +so Arctic_Basin 100m MAM 1.9877726 +so Arctic_Basin 100m JJA 2.0019763 +so Arctic_Basin 100m SON 2.0318832 +so Arctic_Basin 100m DJF 1.9610285 +so Arctic_Basin 100m year 1.9956651 +so Arctic_Basin 1000m MAM 0.15749957 +so Arctic_Basin 1000m JJA 0.16319485 +so Arctic_Basin 1000m SON 0.16329998 +so Arctic_Basin 1000m DJF 0.15369779 +so Arctic_Basin 1000m year 0.15942308 +so Southern_Ocean_Basin 10m MAM 0.18521735 +so Southern_Ocean_Basin 10m JJA 0.1689401 +so Southern_Ocean_Basin 10m SON 0.17272636 +so Southern_Ocean_Basin 10m DJF 0.20153992 +so Southern_Ocean_Basin 10m year 0.17282817 +so Southern_Ocean_Basin 100m MAM 0.18845285 +so Southern_Ocean_Basin 100m JJA 0.19966924 +so Southern_Ocean_Basin 100m SON 0.20214172 +so Southern_Ocean_Basin 100m DJF 0.19586962 +so Southern_Ocean_Basin 100m year 0.1949033 +so Southern_Ocean_Basin 1000m MAM 0.14926332 +so Southern_Ocean_Basin 1000m JJA 0.1491097 +so Southern_Ocean_Basin 1000m SON 0.14858267 +so Southern_Ocean_Basin 1000m DJF 0.14707881 +so Southern_Ocean_Basin 1000m year 0.14843915 +so Mediterranean_Basin 10m MAM 1.2607473 +so Mediterranean_Basin 10m JJA 1.3117387 +so Mediterranean_Basin 10m SON 1.2895292 +so Mediterranean_Basin 10m DJF 1.2257069 +so Mediterranean_Basin 10m year 1.2666888 +so Mediterranean_Basin 100m MAM 0.6799256 +so Mediterranean_Basin 100m JJA 0.64126927 +so Mediterranean_Basin 100m SON 0.618426 +so Mediterranean_Basin 100m DJF 0.6444804 +so Mediterranean_Basin 100m year 0.6445231 +so Mediterranean_Basin 1000m MAM 0.47547066 +so Mediterranean_Basin 1000m JJA 0.4677745 +so Mediterranean_Basin 1000m SON 0.47320768 +so Mediterranean_Basin 1000m DJF 0.48237884 +so Mediterranean_Basin 1000m year 0.47470814 +so Asia 10m MAM 1.2964025 +so Asia 10m JJA 1.5752885 +so Asia 10m SON 1.4034301 +so Asia 10m DJF 1.2386193 +so Asia 10m year 1.3423953 +so Asia 100m MAM 2.0747852 +so Asia 100m JJA 2.1173394 +so Asia 100m SON 2.1300354 +so Asia 100m DJF 2.1172237 +so Asia 100m year 2.109845 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 1.3433187 +so North_America 10m JJA 1.4025402 +so North_America 10m SON 1.3034201 +so North_America 10m DJF 1.3990889 +so North_America 10m year 1.3337091 +so North_America 100m MAM 1.2591063 +so North_America 100m JJA 1.1519419 +so North_America 100m SON 1.2159106 +so North_America 100m DJF 1.3435364 +so North_America 100m year 1.2426249 +so North_America 1000m MAM nan +so North_America 1000m JJA nan +so North_America 1000m SON nan +so North_America 1000m DJF nan +so North_America 1000m year nan +so Europe 10m MAM 1.3779411 +so Europe 10m JJA 1.6238047 +so Europe 10m SON 1.6617292 +so Europe 10m DJF 1.3136024 +so Europe 10m year 1.4942703 +so Europe 100m MAM 0.5656204 +so Europe 100m JJA 0.51057816 +so Europe 100m SON 0.4553604 +so Europe 100m DJF 0.47672272 +so Europe 100m year 0.50206757 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 0.51332474 +so South_America 10m JJA 0.3145752 +so South_America 10m SON 0.047958374 +so South_America 10m DJF 0.14261627 +so South_America 10m year 0.15933228 +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 0.6626587 +so Australia 10m JJA 0.64305496 +so Australia 10m SON 0.7273445 +so Australia 10m DJF 0.7392063 +so Australia 10m year 0.69306755 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.15952682 +so Antarctica 10m JJA 0.1055336 +so Antarctica 10m SON 0.11687851 +so Antarctica 10m DJF 0.1317482 +so Antarctica 10m year 0.1284256 +so Antarctica 100m MAM 0.012363434 +so Antarctica 100m JJA 0.042022705 +so Antarctica 100m SON 0.070812225 +so Antarctica 100m DJF 0.044128418 +so Antarctica 100m year 0.03614807 +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.44546095 +so glob 10m JJA 0.4764873 +so glob 10m SON 0.4626618 +so glob 10m DJF 0.46380654 +so glob 10m year 0.44932213 +so glob 100m MAM 0.51207066 +so glob 100m JJA 0.51110595 +so glob 100m SON 0.5160282 +so glob 100m DJF 0.50923973 +so glob 100m year 0.50980794 +so glob 1000m MAM 0.1638908 so glob 1000m JJA 0.16398641 so glob 1000m SON 0.16385192 so glob 1000m DJF 0.16248511 -so arctic 10m MAM 0.98398685 -so arctic 10m JJA 1.2250756 -so arctic 10m SON 1.1209924 -so arctic 10m DJF 1.1237085 -so arctic 100m MAM 1.7726619 -so arctic 100m JJA 1.779032 -so arctic 100m SON 1.7989497 -so arctic 100m DJF 1.7488341 -so arctic 1000m MAM 0.15712963 +so glob 1000m year 0.16349356 +so arctic 10m MAM 0.9839973 +so arctic 10m JJA 1.2250913 +so arctic 10m SON 1.1210033 +so arctic 10m DJF 1.123716 +so arctic 10m year 1.0839926 +so arctic 100m MAM 1.7726743 +so arctic 100m JJA 1.7790484 +so arctic 100m SON 1.7989609 +so arctic 100m DJF 1.7488426 +so arctic 100m year 1.7741421 +so arctic 1000m MAM 0.15712962 so arctic 1000m JJA 0.16252503 -so arctic 1000m SON 0.16278307 +so arctic 1000m SON 0.1627831 so arctic 1000m DJF 0.15349126 +so arctic 1000m year 0.15898229 so northmid 10m MAM 0.4888782 -so northmid 10m JJA 0.49800298 +so northmid 10m JJA 0.49800304 so northmid 10m SON 0.49401876 so northmid 10m DJF 0.4864234 +so northmid 10m year 0.48491296 so northmid 100m MAM 0.35143635 -so northmid 100m JJA 0.34157258 +so northmid 100m JJA 0.3415726 so northmid 100m SON 0.34448075 so northmid 100m DJF 0.355622 +so northmid 100m year 0.3450616 so northmid 1000m MAM 0.24317968 so northmid 1000m JJA 0.24275449 so northmid 1000m SON 0.24241954 so northmid 1000m DJF 0.24022752 +so northmid 1000m year 0.24209934 so tropics 10m MAM 0.43849835 so tropics 10m JJA 0.43699986 -so tropics 10m SON 0.4332958 +so tropics 10m SON 0.43329582 so tropics 10m DJF 0.41960755 +so tropics 10m year 0.41866332 so tropics 100m MAM 0.41407207 -so tropics 100m JJA 0.40691355 +so tropics 100m JJA 0.40691358 so tropics 100m SON 0.40941647 -so tropics 100m DJF 0.40941954 -so tropics 1000m MAM 0.17447115 -so tropics 1000m JJA 0.17401417 +so tropics 100m DJF 0.40941957 +so tropics 100m year 0.406487 +so tropics 1000m MAM 0.17447117 +so tropics 1000m JJA 0.17401418 so tropics 1000m SON 0.1739011 so tropics 1000m DJF 0.17447568 +so tropics 1000m year 0.17416981 so innertropics 10m MAM 0.4782343 so innertropics 10m JJA 0.46843958 -so innertropics 10m SON 0.4633851 -so innertropics 10m DJF 0.45050508 +so innertropics 10m SON 0.46338513 +so innertropics 10m DJF 0.4505051 +so innertropics 10m year 0.4437585 so innertropics 100m MAM 0.44776323 so innertropics 100m JJA 0.4397872 so innertropics 100m SON 0.43710673 so innertropics 100m DJF 0.43463585 +so innertropics 100m year 0.43511656 so innertropics 1000m MAM 0.16462739 so innertropics 1000m JJA 0.16460639 so innertropics 1000m SON 0.16407058 so innertropics 1000m DJF 0.16425869 +so innertropics 1000m year 0.16436967 so nino34 10m MAM 0.30517977 so nino34 10m JJA 0.34265444 so nino34 10m SON 0.24973294 so nino34 10m DJF 0.25682542 +so nino34 10m year 0.2873627 so nino34 100m MAM 0.47449377 so nino34 100m JJA 0.46499947 so nino34 100m SON 0.4433111 so nino34 100m DJF 0.4501619 +so nino34 100m year 0.45824146 so nino34 1000m MAM 0.10255577 so nino34 1000m JJA 0.1042745 so nino34 1000m SON 0.10176635 so nino34 1000m DJF 0.10154308 +so nino34 1000m year 0.10253496 so southmid 10m MAM 0.27131385 so southmid 10m JJA 0.25676644 so southmid 10m SON 0.26490828 so southmid 10m DJF 0.27394465 +so southmid 10m year 0.26338145 so southmid 100m MAM 0.24427144 so southmid 100m JJA 0.24998745 so southmid 100m SON 0.2546976 so southmid 100m DJF 0.25038955 +so southmid 100m year 0.24851246 so southmid 1000m MAM 0.11775307 -so southmid 1000m JJA 0.11698311 +so southmid 1000m JJA 0.11698312 so southmid 1000m SON 0.117418006 so southmid 1000m DJF 0.11624654 +so southmid 1000m year 0.116976276 so antarctic 10m MAM 0.12298405 so antarctic 10m JJA 0.11643236 so antarctic 10m SON 0.11561977 so antarctic 10m DJF 0.17467423 +so antarctic 10m year 0.113551565 so antarctic 100m MAM 0.20609042 so antarctic 100m JJA 0.2152634 so antarctic 100m SON 0.21533537 so antarctic 100m DJF 0.2052581 +so antarctic 100m year 0.20887822 so antarctic 1000m MAM 0.16936621 so antarctic 1000m JJA 0.16897883 so antarctic 1000m SON 0.16737358 so antarctic 1000m DJF 0.16621844 +so antarctic 1000m year 0.16798411 diff --git a/eval/NCEP2/CAMS-CSM1-0.csv b/eval/NCEP2/CAMS-CSM1-0.csv new file mode 100644 index 0000000..e32b59d --- /dev/null +++ b/eval/NCEP2/CAMS-CSM1-0.csv @@ -0,0 +1,1981 @@ +Variable Region Level Season AbsMeanError +siconc Atlantic_Basin surface MAM 26.62384585445093 +siconc Atlantic_Basin surface JJA 14.456224347970496 +siconc Atlantic_Basin surface SON 15.072270441425541 +siconc Atlantic_Basin surface DJF 28.19800645627552 +siconc Atlantic_Basin surface year 18.788535380089613 +siconc Pacific_Basin surface MAM 17.029078224256 +siconc Pacific_Basin surface JJA 2.1296323674201654 +siconc Pacific_Basin surface SON 6.479158851573419 +siconc Pacific_Basin surface DJF 22.482267936617262 +siconc Pacific_Basin surface year 7.4866519662942475 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 5.636054199914153 +siconc Arctic_Basin surface JJA 7.695444350200492 +siconc Arctic_Basin surface SON 10.275639055679143 +siconc Arctic_Basin surface DJF 7.4570749972956385 +siconc Arctic_Basin surface year 7.519501603533337 +siconc Southern_Ocean_Basin surface MAM 36.33066632228239 +siconc Southern_Ocean_Basin surface JJA 19.466922313832438 +siconc Southern_Ocean_Basin surface SON 18.9530541453748 +siconc Southern_Ocean_Basin surface DJF 29.597445763165748 +siconc Southern_Ocean_Basin surface year 22.016994169222446 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 0.24483459472656932 +siconc Asia surface JJA 17.570579833984375 +siconc Asia surface SON 8.700696716308599 +siconc Asia surface DJF 1.7185842895507761 +siconc Asia surface year 6.938760375976557 +siconc North_America surface MAM 13.837362670898429 +siconc North_America surface JJA 58.535552978515625 +siconc North_America surface SON 40.33673767089844 +siconc North_America surface DJF 8.383426513671878 +siconc North_America surface year 30.2757699584961 +siconc Europe surface MAM nan +siconc Europe surface JJA nan +siconc Europe surface SON nan +siconc Europe surface DJF nan +siconc Europe surface year nan +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 5.393272562976927 +siconc Antarctica surface JJA 14.74568744659424 +siconc Antarctica surface SON 8.220956764221192 +siconc Antarctica surface DJF 0.3620623192191124 +siconc Antarctica surface year 7.177994613647462 +siconc glob surface MAM 19.691406099626484 +siconc glob surface JJA 13.508241425707716 +siconc glob surface SON 14.66503233710488 +siconc glob surface DJF 19.092381802602727 +siconc glob surface year 15.07619447599588 +siconc arctic surface MAM 8.998955937972326 +siconc arctic surface JJA 8.748030051721317 +siconc arctic surface SON 11.083094455985194 +siconc arctic surface DJF 11.194922625372081 +siconc arctic surface year 9.66551907811054 +siconc northmid surface MAM 18.587623891094694 +siconc northmid surface JJA 6.941504989174563 +siconc northmid surface SON 4.96075885731134 +siconc northmid surface DJF 18.857443780165994 +siconc northmid surface year 8.696629449457683 +siconc tropics surface MAM nan +siconc tropics surface JJA nan +siconc tropics surface SON nan +siconc tropics surface DJF nan +siconc tropics surface year nan +siconc innertropics surface MAM nan +siconc innertropics surface JJA nan +siconc innertropics surface SON nan +siconc innertropics surface DJF nan +siconc innertropics surface year nan +siconc nino34 surface MAM nan +siconc nino34 surface JJA nan +siconc nino34 surface SON nan +siconc nino34 surface DJF nan +siconc nino34 surface year nan +siconc southmid surface MAM 5.0036 +siconc southmid surface JJA 13.017435481084808 +siconc southmid surface SON 16.53278955401703 +siconc southmid surface DJF 6.377141478909553 +siconc southmid surface year 10.094322745990329 +siconc antarctic surface MAM 39.005752037750504 +siconc antarctic surface JJA 19.780806173151568 +siconc antarctic surface SON 18.158670352397085 +siconc antarctic surface DJF 33.66551861719642 +siconc antarctic surface year 25.81314098124794 +tas Atlantic_Basin surface MAM 1.7360231 +tas Atlantic_Basin surface JJA 1.7714732 +tas Atlantic_Basin surface SON 1.8687593 +tas Atlantic_Basin surface DJF 2.8627484 +tas Atlantic_Basin surface year 1.985583 +tas Pacific_Basin surface MAM 1.2380488 +tas Pacific_Basin surface JJA 1.0923173 +tas Pacific_Basin surface SON 1.0544417 +tas Pacific_Basin surface DJF 1.4423628 +tas Pacific_Basin surface year 1.1036316 +tas Indian_Basin surface MAM 1.460795 +tas Indian_Basin surface JJA 0.8110115 +tas Indian_Basin surface SON 0.62750363 +tas Indian_Basin surface DJF 1.1646719 +tas Indian_Basin surface year 0.9727723 +tas Arctic_Basin surface MAM 2.3842008 +tas Arctic_Basin surface JJA 1.7070206 +tas Arctic_Basin surface SON 4.6536875 +tas Arctic_Basin surface DJF 7.774941 +tas Arctic_Basin surface year 4.0662217 +tas Southern_Ocean_Basin surface MAM 3.1424747 +tas Southern_Ocean_Basin surface JJA 2.2029808 +tas Southern_Ocean_Basin surface SON 1.8300651 +tas Southern_Ocean_Basin surface DJF 2.3370485 +tas Southern_Ocean_Basin surface year 2.1790557 +tas Mediterranean_Basin surface MAM 1.5056711 +tas Mediterranean_Basin surface JJA 1.850256 +tas Mediterranean_Basin surface SON 2.1092105 +tas Mediterranean_Basin surface DJF 1.1594751 +tas Mediterranean_Basin surface year 1.6501279 +tas Asia surface MAM 1.6479115 +tas Asia surface JJA 1.8187152 +tas Asia surface SON 2.4663324 +tas Asia surface DJF 2.609707 +tas Asia surface year 1.8216087 +tas North_America surface MAM 2.1023755 +tas North_America surface JJA 2.4329007 +tas North_America surface SON 2.5797558 +tas North_America surface DJF 2.8290188 +tas North_America surface year 1.7647101 +tas Europe surface MAM 2.0780504 +tas Europe surface JJA 2.2925966 +tas Europe surface SON 2.890039 +tas Europe surface DJF 5.052604 +tas Europe surface year 2.998787 +tas Africa surface MAM 2.0210643 +tas Africa surface JJA 2.102819 +tas Africa surface SON 2.099927 +tas Africa surface DJF 1.8199853 +tas Africa surface year 1.8956286 +tas South_America surface MAM 1.2989919 +tas South_America surface JJA 2.0263908 +tas South_America surface SON 1.3950095 +tas South_America surface DJF 1.5561553 +tas South_America surface year 1.312787 +tas Oceania surface MAM 3.0331976 +tas Oceania surface JJA 3.1384528 +tas Oceania surface SON 1.6842014 +tas Oceania surface DJF 2.3575912 +tas Oceania surface year 2.5453851 +tas Australia surface MAM 1.2739769 +tas Australia surface JJA 2.0069778 +tas Australia surface SON 1.0825185 +tas Australia surface DJF 1.8599778 +tas Australia surface year 1.1016544 +tas Antarctica surface MAM 1.8818411 +tas Antarctica surface JJA 2.0450296 +tas Antarctica surface SON 5.8074617 +tas Antarctica surface DJF 13.962878 +tas Antarctica surface year 5.0195875 +tas glob surface MAM 1.9662924 +tas glob surface JJA 1.7379656 +tas glob surface SON 2.2646015 +tas glob surface DJF 3.6247957 +tas glob surface year 2.1597328 +tas arctic surface MAM 2.3988411 +tas arctic surface JJA 2.2409074 +tas arctic surface SON 4.002594 +tas arctic surface DJF 6.7192783 +tas arctic surface year 3.5701692 +tas northmid surface MAM 1.644732 +tas northmid surface JJA 1.9491348 +tas northmid surface SON 2.1779206 +tas northmid surface DJF 2.111039 +tas northmid surface year 1.753561 +tas tropics surface MAM 1.3352059 +tas tropics surface JJA 1.1497948 +tas tropics surface SON 1.0858988 +tas tropics surface DJF 1.3959469 +tas tropics surface year 1.1384928 +tas innertropics surface MAM 1.2517275 +tas innertropics surface JJA 1.0894632 +tas innertropics surface SON 1.0539355 +tas innertropics surface DJF 1.3914641 +tas innertropics surface year 1.1035365 +tas nino34 surface MAM 0.9080223 +tas nino34 surface JJA 0.5297747 +tas nino34 surface SON 0.42976302 +tas nino34 surface DJF 1.4131747 +tas nino34 surface year 0.50454533 +tas southmid surface MAM 1.690789 +tas southmid surface JJA 1.282907 +tas southmid 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Atlantic_Basin 1000m JJA 3.9942894 +thetao Atlantic_Basin 1000m SON 3.9932697 +thetao Atlantic_Basin 1000m DJF 3.9714496 +thetao Atlantic_Basin 1000m year 3.986366 +thetao Pacific_Basin 10m MAM 0.91400826 +thetao Pacific_Basin 10m JJA 0.90564656 +thetao Pacific_Basin 10m SON 1.0855831 +thetao Pacific_Basin 10m DJF 1.0669056 +thetao Pacific_Basin 10m year 0.89009905 +thetao Pacific_Basin 100m MAM 1.3582627 +thetao Pacific_Basin 100m JJA 1.3903874 +thetao Pacific_Basin 100m SON 1.3460625 +thetao Pacific_Basin 100m DJF 1.2951784 +thetao Pacific_Basin 100m year 1.3040018 +thetao Pacific_Basin 1000m MAM 2.3841045 +thetao Pacific_Basin 1000m JJA 2.3892143 +thetao Pacific_Basin 1000m SON 2.384016 +thetao Pacific_Basin 1000m DJF 2.3845944 +thetao Pacific_Basin 1000m year 2.3854682 +thetao Indian_Basin 10m MAM 0.7910365 +thetao Indian_Basin 10m JJA 0.54395485 +thetao Indian_Basin 10m SON 0.45714262 +thetao Indian_Basin 10m DJF 0.72129804 +thetao Indian_Basin 10m year 0.38796437 +thetao Indian_Basin 100m MAM 1.0028923 +thetao Indian_Basin 100m JJA 0.9428316 +thetao Indian_Basin 100m SON 1.340828 +thetao Indian_Basin 100m DJF 1.1777202 +thetao Indian_Basin 100m year 1.0310702 +thetao Indian_Basin 1000m MAM 2.3088017 +thetao Indian_Basin 1000m JJA 2.3157916 +thetao Indian_Basin 1000m SON 2.3257625 +thetao Indian_Basin 1000m DJF 2.3013852 +thetao Indian_Basin 1000m year 2.312764 +thetao Arctic_Basin 10m MAM 0.45201644 +thetao Arctic_Basin 10m JJA 0.66469043 +thetao Arctic_Basin 10m SON 0.63783056 +thetao Arctic_Basin 10m DJF 0.57294405 +thetao Arctic_Basin 10m year 0.5366325 +thetao Arctic_Basin 100m MAM 0.5606298 +thetao Arctic_Basin 100m JJA 0.62504077 +thetao Arctic_Basin 100m SON 0.65701026 +thetao Arctic_Basin 100m DJF 0.5942641 +thetao Arctic_Basin 100m year 0.5820646 +thetao Arctic_Basin 1000m MAM 1.623702 +thetao Arctic_Basin 1000m JJA 1.6385723 +thetao Arctic_Basin 1000m SON 1.6297357 +thetao Arctic_Basin 1000m DJF 1.620875 +thetao Arctic_Basin 1000m year 1.6282213 +thetao Southern_Ocean_Basin 10m MAM 1.505853 +thetao Southern_Ocean_Basin 10m JJA 0.90449595 +thetao Southern_Ocean_Basin 10m SON 0.9181839 +thetao Southern_Ocean_Basin 10m DJF 2.2560294 +thetao Southern_Ocean_Basin 10m year 1.2793115 +thetao Southern_Ocean_Basin 100m MAM 0.929124 +thetao Southern_Ocean_Basin 100m JJA 0.99605185 +thetao Southern_Ocean_Basin 100m SON 0.9472753 +thetao Southern_Ocean_Basin 100m DJF 0.9278755 +thetao Southern_Ocean_Basin 100m year 0.9230381 +thetao Southern_Ocean_Basin 1000m MAM 1.7461386 +thetao Southern_Ocean_Basin 1000m JJA 1.7467754 +thetao Southern_Ocean_Basin 1000m SON 1.7429618 +thetao Southern_Ocean_Basin 1000m DJF 1.7407451 +thetao Southern_Ocean_Basin 1000m year 1.7440791 +thetao Mediterranean_Basin 10m MAM 1.6141958 +thetao Mediterranean_Basin 10m JJA 1.9342808 +thetao Mediterranean_Basin 10m SON 2.4250364 +thetao Mediterranean_Basin 10m DJF 1.6129359 +thetao Mediterranean_Basin 10m year 1.8815988 +thetao Mediterranean_Basin 100m MAM 1.0711743 +thetao Mediterranean_Basin 100m JJA 1.2365303 +thetao Mediterranean_Basin 100m SON 1.3626889 +thetao Mediterranean_Basin 100m DJF 1.1767939 +thetao Mediterranean_Basin 100m year 1.2117034 +thetao Mediterranean_Basin 1000m MAM 0.651149 +thetao Mediterranean_Basin 1000m JJA 0.6543867 +thetao Mediterranean_Basin 1000m SON 0.6537094 +thetao Mediterranean_Basin 1000m DJF 0.6621325 +thetao Mediterranean_Basin 1000m year 0.65534335 +thetao Asia 10m MAM 0.6318812 +thetao Asia 10m JJA 1.1393229 +thetao Asia 10m SON 0.88949066 +thetao Asia 10m DJF 0.49747342 +thetao Asia 10m year 0.48747072 +thetao Asia 100m MAM 1.051867 +thetao Asia 100m JJA 0.8192363 +thetao Asia 100m SON 1.5038152 +thetao Asia 100m DJF 1.297011 +thetao Asia 100m year 1.16799 +thetao Asia 1000m MAM nan +thetao Asia 1000m JJA nan +thetao Asia 1000m SON nan +thetao Asia 1000m DJF nan +thetao Asia 1000m year nan +thetao North_America 10m MAM 1.1160483 +thetao North_America 10m JJA 1.1649047 +thetao North_America 10m SON 0.6923361 +thetao North_America 10m DJF 1.0522932 +thetao North_America 10m year 0.85874194 +thetao North_America 100m MAM 1.110646 +thetao North_America 100m JJA 1.2839535 +thetao North_America 100m SON 1.5260298 +thetao North_America 100m DJF 1.5634354 +thetao North_America 100m year 1.298303 +thetao North_America 1000m MAM nan +thetao North_America 1000m JJA nan +thetao North_America 1000m SON nan +thetao North_America 1000m DJF nan +thetao North_America 1000m year nan +thetao Europe 10m MAM 1.531815 +thetao Europe 10m JJA 1.5679283 +thetao Europe 10m SON 1.7643663 +thetao Europe 10m DJF 1.4296793 +thetao Europe 10m year 1.5734438 +thetao Europe 100m MAM 0.9056153 +thetao Europe 100m JJA 1.0338252 +thetao Europe 100m SON 1.0623741 +thetao Europe 100m DJF 0.89094996 +thetao Europe 100m year 0.97318745 +thetao Europe 1000m MAM nan +thetao Europe 1000m JJA nan +thetao Europe 1000m SON nan +thetao Europe 1000m DJF nan +thetao Europe 1000m year nan +thetao Africa 10m MAM nan +thetao Africa 10m JJA nan +thetao Africa 10m SON nan +thetao Africa 10m DJF nan +thetao Africa 10m year nan +thetao Africa 100m MAM nan +thetao Africa 100m JJA nan +thetao Africa 100m SON nan +thetao Africa 100m DJF nan +thetao Africa 100m year nan +thetao Africa 1000m MAM nan +thetao Africa 1000m JJA nan +thetao Africa 1000m SON nan +thetao Africa 1000m DJF nan +thetao Africa 1000m year nan +thetao South_America 10m MAM 1.8521156 +thetao South_America 10m JJA 1.9123745 +thetao South_America 10m SON 1.5579891 +thetao South_America 10m DJF 1.9400673 +thetao South_America 10m year 1.8156357 +thetao South_America 100m MAM nan +thetao South_America 100m JJA nan +thetao South_America 100m SON nan +thetao South_America 100m DJF nan +thetao South_America 100m year nan +thetao South_America 1000m MAM nan +thetao South_America 1000m JJA nan +thetao South_America 1000m SON nan +thetao South_America 1000m DJF nan +thetao South_America 1000m year nan +thetao Oceania 10m MAM 0.034132004 +thetao Oceania 10m JJA 1.0333099 +thetao Oceania 10m SON 1.3659248 +thetao Oceania 10m DJF 0.093860626 +thetao Oceania 10m year 0.56781006 +thetao Oceania 100m MAM 1.2435341 +thetao Oceania 100m JJA 1.5021 +thetao Oceania 100m SON 0.7743492 +thetao Oceania 100m DJF 0.7219219 +thetao Oceania 100m year 1.0604763 +thetao Oceania 1000m MAM nan +thetao Oceania 1000m JJA nan +thetao Oceania 1000m SON nan +thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan +thetao Australia 10m MAM 0.9743433 +thetao Australia 10m JJA 0.62611246 +thetao Australia 10m SON 0.8557792 +thetao Australia 10m DJF 0.9734335 +thetao Australia 10m year 0.296216 +thetao Australia 100m MAM nan +thetao Australia 100m JJA nan +thetao Australia 100m SON nan +thetao Australia 100m DJF nan +thetao Australia 100m year nan +thetao Australia 1000m MAM nan +thetao Australia 1000m JJA nan +thetao Australia 1000m SON nan +thetao Australia 1000m DJF nan +thetao Australia 1000m year nan +thetao Antarctica 10m MAM 1.8143725 +thetao Antarctica 10m JJA 1.1023747 +thetao Antarctica 10m SON 1.0618436 +thetao Antarctica 10m DJF 3.0572197 +thetao Antarctica 10m year 1.7589526 +thetao Antarctica 100m MAM 1.1146238 +thetao Antarctica 100m JJA 1.055641 +thetao Antarctica 100m SON 0.6006123 +thetao Antarctica 100m DJF 0.73154885 +thetao Antarctica 100m year 0.8755912 +thetao Antarctica 1000m MAM 1.0809834 +thetao Antarctica 1000m JJA 0.9432479 +thetao Antarctica 1000m SON 0.8873502 +thetao Antarctica 1000m DJF 1.0673571 +thetao Antarctica 1000m year 0.9947194 +thetao glob 10m MAM 1.1189004 +thetao glob 10m JJA 1.0111456 +thetao glob 10m SON 1.0549268 +thetao glob 10m DJF 1.4162009 +thetao glob 10m year 1.0403744 +thetao glob 100m MAM 1.2105896 +thetao glob 100m JJA 1.2342536 +thetao glob 100m SON 1.2323512 +thetao glob 100m DJF 1.1773885 +thetao glob 100m year 1.1704922 +thetao glob 1000m MAM 2.3857596 +thetao glob 1000m JJA 2.3909187 +thetao glob 1000m SON 2.3881774 +thetao glob 1000m DJF 2.3808692 +thetao glob 1000m year 2.3863852 +thetao arctic 10m MAM 0.9155097 +thetao arctic 10m JJA 1.1417816 +thetao arctic 10m SON 1.0650768 +thetao arctic 10m DJF 0.9618998 +thetao arctic 10m year 0.9815445 +thetao arctic 100m MAM 1.0172509 +thetao arctic 100m JJA 1.00431 +thetao arctic 100m SON 1.0736579 +thetao arctic 100m DJF 0.97132295 +thetao arctic 100m year 0.973028 +thetao arctic 1000m MAM 1.7377702 +thetao arctic 1000m JJA 1.7533519 +thetao arctic 1000m SON 1.7454534 +thetao arctic 1000m DJF 1.7360755 +thetao arctic 1000m year 1.7431629 +thetao northmid 10m MAM 1.4519545 +thetao northmid 10m JJA 1.7777765 +thetao northmid 10m SON 2.2510018 +thetao northmid 10m DJF 1.6484919 +thetao northmid 10m year 1.7194028 +thetao northmid 100m MAM 1.2547091 +thetao northmid 100m JJA 1.3567861 +thetao northmid 100m SON 1.5449449 +thetao northmid 100m DJF 1.31815 +thetao northmid 100m year 1.3463156 +thetao northmid 1000m MAM 2.952172 +thetao northmid 1000m JJA 2.9620275 +thetao northmid 1000m SON 2.9619064 +thetao northmid 1000m DJF 2.9502347 +thetao northmid 1000m year 2.9565854 +thetao tropics 10m MAM 0.8559505 +thetao tropics 10m JJA 0.8274303 +thetao tropics 10m SON 0.8215932 +thetao tropics 10m DJF 0.97247195 +thetao tropics 10m year 0.7398587 +thetao tropics 100m MAM 1.5120333 +thetao tropics 100m JJA 1.5248638 +thetao tropics 100m SON 1.4845405 +thetao tropics 100m DJF 1.4506717 +thetao tropics 100m year 1.4245884 +thetao tropics 1000m MAM 2.7406843 +thetao tropics 1000m JJA 2.745969 +thetao tropics 1000m SON 2.7430868 +thetao tropics 1000m DJF 2.7375135 +thetao tropics 1000m year 2.7418013 +thetao innertropics 10m MAM 0.79921585 +thetao innertropics 10m JJA 0.8093584 +thetao innertropics 10m SON 0.77335066 +thetao innertropics 10m DJF 0.9512602 +thetao innertropics 10m year 0.6836511 +thetao innertropics 100m MAM 1.979647 +thetao innertropics 100m JJA 1.9584783 +thetao innertropics 100m SON 1.8984257 +thetao innertropics 100m DJF 1.8363707 +thetao innertropics 100m year 1.8096997 +thetao innertropics 1000m MAM 2.602786 +thetao innertropics 1000m JJA 2.6032634 +thetao innertropics 1000m SON 2.6047754 +thetao innertropics 1000m DJF 2.6004012 +thetao innertropics 1000m year 2.6027842 +thetao nino34 10m MAM 1.1420571 +thetao nino34 10m JJA 0.7312519 +thetao nino34 10m SON 0.3098008 +thetao nino34 10m DJF 0.71674675 +thetao nino34 10m year 0.4678508 +thetao nino34 100m MAM 1.595505 +thetao nino34 100m JJA 1.018195 +thetao nino34 100m SON 0.72074354 +thetao nino34 100m DJF 0.85462165 +thetao nino34 100m year 0.7703153 +thetao nino34 1000m MAM 2.197248 +thetao nino34 1000m JJA 2.1318853 +thetao nino34 1000m SON 2.1697185 +thetao nino34 1000m DJF 2.1685126 +thetao nino34 1000m year 2.1668408 +thetao southmid 10m MAM 1.2845542 +thetao southmid 10m JJA 1.0093442 +thetao southmid 10m SON 1.0278667 +thetao southmid 10m DJF 1.5592276 +thetao southmid 10m year 1.1072861 +thetao southmid 100m MAM 1.0748727 +thetao southmid 100m JJA 1.1005055 +thetao southmid 100m SON 1.095813 +thetao southmid 100m DJF 1.0647556 +thetao southmid 100m year 1.0629473 +thetao southmid 1000m MAM 2.38022 +thetao southmid 1000m JJA 2.3840268 +thetao southmid 1000m SON 2.3788142 +thetao southmid 1000m DJF 2.3676121 +thetao southmid 1000m year 2.3775785 +thetao antarctic 10m MAM 1.5415162 +thetao antarctic 10m JJA 0.49804667 +thetao antarctic 10m SON 0.42405987 +thetao antarctic 10m DJF 3.0987172 +thetao antarctic 10m year 1.1752155 +thetao antarctic 100m MAM 0.6012701 +thetao antarctic 100m JJA 0.596809 +thetao antarctic 100m SON 0.41880023 +thetao antarctic 100m DJF 0.49190882 +thetao antarctic 100m year 0.4878386 +thetao antarctic 1000m MAM 0.8022096 +thetao antarctic 1000m JJA 0.78993285 +thetao antarctic 1000m SON 0.79883057 +thetao antarctic 1000m DJF 0.80447644 +thetao antarctic 1000m year 0.79865104 +so Atlantic_Basin 10m MAM 0.6887593 +so Atlantic_Basin 10m JJA 0.77651715 +so Atlantic_Basin 10m SON 0.7332644 +so Atlantic_Basin 10m DJF 0.6589568 +so Atlantic_Basin 10m year 0.6991674 +so Atlantic_Basin 100m MAM 0.5698859 +so Atlantic_Basin 100m JJA 0.55441487 +so Atlantic_Basin 100m SON 0.5381742 +so Atlantic_Basin 100m DJF 0.5564927 +so Atlantic_Basin 100m year 0.5506659 +so Atlantic_Basin 1000m MAM 0.49285477 +so Atlantic_Basin 1000m JJA 0.49237615 +so Atlantic_Basin 1000m SON 0.49233222 +so Atlantic_Basin 1000m DJF 0.49138147 +so Atlantic_Basin 1000m year 0.4922262 +so Pacific_Basin 10m MAM 0.31203493 +so Pacific_Basin 10m JJA 0.3194635 +so Pacific_Basin 10m SON 0.30798504 +so Pacific_Basin 10m DJF 0.30064616 +so Pacific_Basin 10m year 0.297784 +so Pacific_Basin 100m MAM 0.26065338 +so Pacific_Basin 100m JJA 0.2531544 +so Pacific_Basin 100m SON 0.24202847 +so Pacific_Basin 100m DJF 0.23980987 +so Pacific_Basin 100m year 0.24607237 +so Pacific_Basin 1000m MAM 0.0683883 +so Pacific_Basin 1000m JJA 0.068289205 +so Pacific_Basin 1000m SON 0.06813129 +so Pacific_Basin 1000m DJF 0.06776117 +so Pacific_Basin 1000m year 0.06808167 +so Indian_Basin 10m MAM 0.2310299 +so Indian_Basin 10m JJA 0.2011587 +so Indian_Basin 10m SON 0.2309239 +so Indian_Basin 10m DJF 0.21885957 +so Indian_Basin 10m year 0.19340195 +so Indian_Basin 100m MAM 0.18471573 +so Indian_Basin 100m JJA 0.19211827 +so Indian_Basin 100m SON 0.20957747 +so Indian_Basin 100m DJF 0.19271888 +so Indian_Basin 100m year 0.18664442 +so Indian_Basin 1000m MAM 0.09289786 +so Indian_Basin 1000m JJA 0.089938484 +so Indian_Basin 1000m SON 0.09083358 +so Indian_Basin 1000m DJF 0.091381356 +so Indian_Basin 1000m year 0.09109981 +so Arctic_Basin 10m MAM 2.5359929 +so Arctic_Basin 10m JJA 2.8498735 +so Arctic_Basin 10m SON 2.8799632 +so Arctic_Basin 10m DJF 2.7554054 +so Arctic_Basin 10m year 2.7363663 +so Arctic_Basin 100m MAM 2.501884 +so Arctic_Basin 100m JJA 2.5138261 +so Arctic_Basin 100m SON 2.5617504 +so Arctic_Basin 100m DJF 2.4934647 +so Arctic_Basin 100m year 2.517731 +so Arctic_Basin 1000m MAM 0.050410002 +so Arctic_Basin 1000m JJA 0.046095278 +so Arctic_Basin 1000m SON 0.044996306 +so Arctic_Basin 1000m DJF 0.054070167 +so Arctic_Basin 1000m year 0.04856223 +so Southern_Ocean_Basin 10m MAM 0.1897072 +so Southern_Ocean_Basin 10m JJA 0.15419862 +so Southern_Ocean_Basin 10m SON 0.14759095 +so Southern_Ocean_Basin 10m DJF 0.19316871 +so Southern_Ocean_Basin 10m year 0.15901214 +so Southern_Ocean_Basin 100m MAM 0.13237727 +so Southern_Ocean_Basin 100m JJA 0.15308098 +so Southern_Ocean_Basin 100m SON 0.15902291 +so Southern_Ocean_Basin 100m DJF 0.14542104 +so Southern_Ocean_Basin 100m year 0.14290676 +so Southern_Ocean_Basin 1000m MAM 0.12885545 +so Southern_Ocean_Basin 1000m JJA 0.12757567 +so Southern_Ocean_Basin 1000m SON 0.12662235 +so Southern_Ocean_Basin 1000m DJF 0.12639222 +so Southern_Ocean_Basin 1000m year 0.12728864 +so Mediterranean_Basin 10m MAM 1.3942977 +so Mediterranean_Basin 10m JJA 1.3826132 +so Mediterranean_Basin 10m SON 1.336793 +so Mediterranean_Basin 10m DJF 1.354637 +so Mediterranean_Basin 10m year 1.3641189 +so Mediterranean_Basin 100m MAM 0.9911671 +so Mediterranean_Basin 100m JJA 1.025159 +so Mediterranean_Basin 100m SON 1.0296153 +so Mediterranean_Basin 100m DJF 1.0201523 +so Mediterranean_Basin 100m year 1.0165232 +so Mediterranean_Basin 1000m MAM 5.5289173 +so Mediterranean_Basin 1000m JJA 5.519065 +so Mediterranean_Basin 1000m SON 5.527438 +so Mediterranean_Basin 1000m DJF 5.538034 +so Mediterranean_Basin 1000m year 5.5283637 +so Asia 10m MAM 2.2775426 +so Asia 10m JJA 2.4408054 +so Asia 10m SON 2.5904772 +so Asia 10m DJF 2.4341524 +so Asia 10m year 2.417872 +so Asia 100m MAM 0.4772606 +so Asia 100m JJA 0.4198494 +so Asia 100m SON 0.42588425 +so Asia 100m DJF 0.4794159 +so Asia 100m year 0.4506035 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 1.6542758 +so North_America 10m JJA 1.8186947 +so North_America 10m SON 1.5534806 +so North_America 10m DJF 1.355829 +so North_America 10m year 1.5550959 +so North_America 100m MAM 1.1449735 +so North_America 100m JJA 1.1160997 +so North_America 100m SON 1.0890688 +so North_America 100m DJF 1.1490103 +so North_America 100m year 1.1247883 +so North_America 1000m MAM nan +so North_America 1000m JJA nan +so North_America 1000m SON nan +so North_America 1000m DJF nan +so North_America 1000m year nan +so Europe 10m MAM 2.3026474 +so Europe 10m JJA 2.4215605 +so Europe 10m SON 2.309616 +so Europe 10m DJF 2.1708202 +so Europe 10m year 2.3011615 +so Europe 100m MAM 0.7817764 +so Europe 100m JJA 0.80186176 +so Europe 100m SON 0.80942345 +so Europe 100m DJF 0.8381796 +so Europe 100m year 0.8078108 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 0.00017547607 +so South_America 10m JJA 0.15584564 +so South_America 10m SON 0.32019043 +so South_America 10m DJF 0.50823975 +so South_America 10m year 0.24611282 +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM 0.36364365 +so Oceania 10m JJA 0.38520432 +so Oceania 10m SON 0.37179565 +so Oceania 10m DJF 0.30339813 +so Oceania 10m year 0.35601044 +so Oceania 100m MAM 0.1694336 +so Oceania 100m JJA 0.094242096 +so Oceania 100m SON 0.40719986 +so Oceania 100m DJF 0.3141098 +so Oceania 100m year 0.24624634 +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 0.59596825 +so Australia 10m JJA 0.54698753 +so Australia 10m SON 0.57517815 +so Australia 10m DJF 0.6297302 +so Australia 10m year 0.58696556 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.12897491 +so Antarctica 10m JJA 0.07347107 +so Antarctica 10m SON 0.05298233 +so Antarctica 10m DJF 0.17178345 +so Antarctica 10m year 0.106803894 +so Antarctica 100m MAM 0.06298065 +so Antarctica 100m JJA 0.065711975 +so Antarctica 100m SON 0.072841644 +so Antarctica 100m DJF 0.011165619 +so Antarctica 100m year 0.02168274 +so Antarctica 1000m MAM 0.12541199 +so Antarctica 1000m JJA 0.152565 +so Antarctica 1000m SON 0.14753342 +so Antarctica 1000m DJF 0.121147156 +so Antarctica 1000m year 0.13666534 +so glob 10m MAM 0.60361886 +so glob 10m JJA 0.64547616 +so glob 10m SON 0.6379054 +so glob 10m DJF 0.61900234 +so glob 10m year 0.61146396 +so glob 100m MAM 0.5030342 +so glob 100m JJA 0.50605047 +so glob 100m SON 0.5077954 +so glob 100m DJF 0.49765134 +so glob 100m year 0.4998208 +so glob 1000m MAM 0.17586072 +so glob 1000m JJA 0.17466505 +so glob 1000m SON 0.17434506 +so glob 1000m DJF 0.17483799 +so glob 1000m year 0.17483763 +so arctic 10m MAM 2.280877 +so arctic 10m JJA 2.5725281 +so arctic 10m SON 2.5372689 +so arctic 10m DJF 2.4185646 +so arctic 10m year 2.4348307 +so arctic 100m MAM 2.263834 +so arctic 100m JJA 2.2651496 +so arctic 100m SON 2.2928367 +so arctic 100m DJF 2.2529252 +so arctic 100m year 2.2686865 +so arctic 1000m MAM 0.055770326 +so arctic 1000m JJA 0.052492265 +so arctic 1000m SON 0.05158285 +so arctic 1000m DJF 0.05887871 +so arctic 1000m year 0.054390572 +so northmid 10m MAM 0.49601778 +so northmid 10m JJA 0.542665 +so northmid 10m SON 0.53307575 +so northmid 10m DJF 0.49388766 +so northmid 10m year 0.50629413 +so northmid 100m MAM 0.35532692 +so northmid 100m JJA 0.34832323 +so northmid 100m SON 0.3486805 +so northmid 100m DJF 0.34458667 +so northmid 100m year 0.34412804 +so northmid 1000m MAM 0.3691612 +so northmid 1000m JJA 0.36889932 +so northmid 1000m SON 0.36865726 +so northmid 1000m DJF 0.3665605 +so northmid 1000m year 0.3682796 +so tropics 10m MAM 0.35162246 +so tropics 10m JJA 0.35629144 +so tropics 10m SON 0.35770208 +so tropics 10m DJF 0.3332336 +so tropics 10m year 0.33000258 +so tropics 100m MAM 0.2937572 +so tropics 100m JJA 0.28845638 +so tropics 100m SON 0.2811478 +so tropics 100m DJF 0.27780563 +so tropics 100m year 0.28064436 +so tropics 1000m MAM 0.18723018 +so tropics 1000m JJA 0.18638259 +so tropics 1000m SON 0.18624108 +so tropics 1000m DJF 0.18690841 +so tropics 1000m year 0.18661639 +so innertropics 10m MAM 0.402471 +so innertropics 10m JJA 0.40737692 +so innertropics 10m SON 0.40182552 +so innertropics 10m DJF 0.37676924 +so innertropics 10m year 0.3687544 +so innertropics 100m MAM 0.33434138 +so innertropics 100m JJA 0.3262823 +so innertropics 100m SON 0.30876514 +so innertropics 100m DJF 0.30450398 +so innertropics 100m year 0.31288305 +so innertropics 1000m MAM 0.1742487 +so innertropics 1000m JJA 0.17371978 +so innertropics 1000m SON 0.17349474 +so innertropics 1000m DJF 0.17376134 +so innertropics 1000m year 0.17370477 +so nino34 10m MAM 0.098406725 +so nino34 10m JJA 0.12747355 +so nino34 10m SON 0.11809022 +so nino34 10m DJF 0.08695186 +so nino34 10m year 0.08782517 +so nino34 100m MAM 0.28882238 +so nino34 100m JJA 0.28100762 +so nino34 100m SON 0.1952946 +so nino34 100m DJF 0.2087562 +so nino34 100m year 0.24293055 +so nino34 1000m MAM 0.0477376 +so nino34 1000m JJA 0.049883716 +so nino34 1000m SON 0.046540704 +so nino34 1000m DJF 0.046420734 +so nino34 1000m year 0.047645535 +so southmid 10m MAM 0.20598812 +so southmid 10m JJA 0.1838744 +so southmid 10m SON 0.1752858 +so southmid 10m DJF 0.20058185 +so southmid 10m year 0.18462664 +so southmid 100m MAM 0.1475268 +so southmid 100m JJA 0.1630068 +so southmid 100m SON 0.16199583 +so southmid 100m DJF 0.15629965 +so southmid 100m year 0.15322135 +so southmid 1000m MAM 0.13105257 +so southmid 1000m JJA 0.12902427 +so southmid 1000m SON 0.1291039 +so southmid 1000m DJF 0.12887104 +so southmid 1000m year 0.12941875 +so antarctic 10m MAM 0.18196657 +so antarctic 10m JJA 0.13458538 +so antarctic 10m SON 0.13692087 +so antarctic 10m DJF 0.2183964 +so antarctic 10m year 0.14470933 +so antarctic 100m MAM 0.15378313 +so antarctic 100m JJA 0.17267644 +so antarctic 100m SON 0.19015552 +so antarctic 100m DJF 0.16608606 +so antarctic 100m year 0.16726436 +so antarctic 1000m MAM 0.15625156 +so antarctic 1000m JJA 0.1559499 +so antarctic 1000m SON 0.15441988 +so antarctic 1000m DJF 0.15337351 +so antarctic 1000m year 0.15499867 diff --git a/eval/NCEP2/CAS-ESM2-0.csv b/eval/NCEP2/CAS-ESM2-0.csv index 8b782eb..5aae990 100644 --- a/eval/NCEP2/CAS-ESM2-0.csv +++ b/eval/NCEP2/CAS-ESM2-0.csv @@ -1,353 +1,1981 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 17.38653729211906 -siconc glob surface JJA 19.06765406801996 -siconc glob surface SON 19.7256362796116 -siconc glob surface DJF 14.4953747495189 -siconc arctic surface MAM 9.028633708735278 -siconc arctic surface JJA 22.71193620485957 -siconc arctic surface SON 23.640674327698488 -siconc arctic surface DJF 9.938092395227955 +siconc Atlantic_Basin surface MAM 29.49540846522763 +siconc Atlantic_Basin surface JJA 21.11168315685668 +siconc Atlantic_Basin surface SON 25.336459647416156 +siconc Atlantic_Basin surface DJF 30.8419086468752 +siconc Atlantic_Basin surface year 24.596583649417905 +siconc Pacific_Basin surface MAM 25.177400689653798 +siconc Pacific_Basin surface JJA 2.265992871616568 +siconc Pacific_Basin surface SON 3.9846111434884364 +siconc Pacific_Basin surface DJF 22.59341923968398 +siconc Pacific_Basin surface year 9.995952375095372 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 6.608662535155183 +siconc Arctic_Basin surface JJA 23.207156170526446 +siconc Arctic_Basin surface SON 23.805959146642106 +siconc Arctic_Basin surface DJF 7.70991979146655 +siconc Arctic_Basin surface year 14.038490790780005 +siconc Southern_Ocean_Basin surface MAM 26.808903050223964 +siconc Southern_Ocean_Basin surface JJA 16.46209534152319 +siconc Southern_Ocean_Basin surface SON 16.598364967368408 +siconc Southern_Ocean_Basin surface DJF 18.609927639773524 +siconc Southern_Ocean_Basin surface year 15.829615405644546 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc 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northmid surface MAM 19.928371018748557 siconc northmid surface JJA 1.7186009190149643 siconc northmid surface SON 1.1544726026058196 siconc northmid surface DJF 19.701115509677482 +siconc northmid surface year 9.12897200487317 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.00358069271598 siconc southmid surface JJA 10.270465688819687 siconc southmid surface SON 17.19213921702652 siconc southmid surface DJF 5.651818272256266 +siconc southmid surface year 7.955760748815564 siconc antarctic surface MAM 28.53921481122107 siconc antarctic surface JJA 17.60365504564908 siconc antarctic surface SON 15.34384281530045 siconc antarctic surface DJF 20.701241344755946 -tas glob surface MAM 2.195681 -tas glob surface JJA 2.3435814 -tas glob surface SON 1.963158 -tas glob surface DJF 3.755124 -tas arctic surface MAM 3.7097208 -tas arctic surface JJA 2.0611808 -tas arctic surface SON 3.6436875 -tas arctic surface DJF 8.776727 -tas northmid surface MAM 1.753301 -tas northmid surface JJA 2.153347 -tas northmid surface SON 1.4034368 -tas northmid surface DJF 2.5777671 -tas tropics surface MAM 1.1821073 -tas tropics surface JJA 1.3063337 -tas tropics surface SON 1.3177904 -tas tropics surface DJF 1.1762012 -tas innertropics surface MAM 0.86183476 -tas innertropics surface JJA 1.0282304 -tas innertropics surface SON 1.1618118 -tas innertropics surface DJF 0.9970807 -tas nino34 surface MAM 0.37057573 -tas nino34 surface JJA 0.6192942 -tas nino34 surface SON 0.98216325 -tas nino34 surface DJF 0.44049454 -tas southmid 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0.79288894 +so Arctic_Basin 10m DJF 0.7766679 +so Arctic_Basin 10m year 0.7760805 +so Arctic_Basin 100m MAM 0.59382904 +so Arctic_Basin 100m JJA 0.6093113 +so Arctic_Basin 100m SON 0.6698684 +so Arctic_Basin 100m DJF 0.61781585 +so Arctic_Basin 100m year 0.62187594 +so Arctic_Basin 1000m MAM 0.16552362 +so Arctic_Basin 1000m JJA 0.17196336 +so Arctic_Basin 1000m SON 0.17134991 +so Arctic_Basin 1000m DJF 0.16253598 +so Arctic_Basin 1000m year 0.1678431 +so Southern_Ocean_Basin 10m MAM 0.6478733 +so Southern_Ocean_Basin 10m JJA 0.51209545 +so Southern_Ocean_Basin 10m SON 0.4703301 +so Southern_Ocean_Basin 10m DJF 0.6143903 +so Southern_Ocean_Basin 10m year 0.558739 +so Southern_Ocean_Basin 100m MAM 0.35728905 +so Southern_Ocean_Basin 100m JJA 0.36864108 +so Southern_Ocean_Basin 100m SON 0.39194933 +so Southern_Ocean_Basin 100m DJF 0.37958226 +so Southern_Ocean_Basin 100m year 0.37336326 +so Southern_Ocean_Basin 1000m MAM 0.24663556 +so Southern_Ocean_Basin 1000m JJA 0.2462307 +so Southern_Ocean_Basin 1000m SON 0.24671711 +so Southern_Ocean_Basin 1000m DJF 0.24769306 +so Southern_Ocean_Basin 1000m year 0.24681911 +so Mediterranean_Basin 10m MAM 1.755668 +so Mediterranean_Basin 10m JJA 1.7764175 +so Mediterranean_Basin 10m SON 1.7021888 +so Mediterranean_Basin 10m DJF 1.6291349 +so Mediterranean_Basin 10m year 1.7158525 +so Mediterranean_Basin 100m MAM 1.3312471 +so Mediterranean_Basin 100m JJA 1.3148056 +so Mediterranean_Basin 100m SON 1.3300874 +so Mediterranean_Basin 100m DJF 1.3117887 +so Mediterranean_Basin 100m year 1.3219826 +so Mediterranean_Basin 1000m MAM 0.62172675 +so Mediterranean_Basin 1000m JJA 0.6291566 +so Mediterranean_Basin 1000m SON 0.62256503 +so Mediterranean_Basin 1000m DJF 0.6164227 +so Mediterranean_Basin 1000m year 0.6224681 +so Asia 10m MAM 1.8951815 +so Asia 10m JJA 1.8443952 +so Asia 10m SON 1.3829434 +so Asia 10m DJF 1.8704534 +so Asia 10m year 1.3749084 +so Asia 100m MAM 0.6832803 +so Asia 100m JJA 0.59579086 +so Asia 100m SON 0.5602328 +so Asia 100m DJF 0.63366574 +so Asia 100m year 0.6182435 +so Asia 1000m MAM 0.093609616 +so Asia 1000m JJA 0.09692383 +so Asia 1000m SON 0.10293503 +so Asia 1000m DJF 0.10241623 +so Asia 1000m year 0.09897232 +so North_America 10m MAM 0.91725236 +so North_America 10m JJA 0.7934135 +so North_America 10m SON 0.87555563 +so North_America 10m DJF 1.016093 +so North_America 10m year 0.8866037 +so North_America 100m MAM 0.66123104 +so North_America 100m JJA 0.57228184 +so North_America 100m SON 0.5937605 +so North_America 100m DJF 0.649065 +so North_America 100m year 0.6086278 +so North_America 1000m MAM 0.392231 +so North_America 1000m JJA 0.38968468 +so North_America 1000m SON 0.38721466 +so North_America 1000m DJF 0.38928795 +so North_America 1000m year 0.38960648 +so Europe 10m MAM 0.5639057 +so Europe 10m JJA 0.55657053 +so Europe 10m SON 0.54248095 +so Europe 10m DJF 0.5485892 +so Europe 10m year 0.53452444 +so Europe 100m MAM 0.6575279 +so Europe 100m JJA 0.67310524 +so Europe 100m SON 0.7022336 +so Europe 100m DJF 0.652462 +so Europe 100m year 0.67133206 +so Europe 1000m MAM 0.55340195 +so Europe 1000m JJA 0.5595665 +so Europe 1000m SON 0.54812115 +so Europe 1000m DJF 0.54344684 +so Europe 1000m year 0.55113477 +so Africa 10m MAM 0.17222595 +so Africa 10m JJA 0.54818153 +so Africa 10m SON 0.59287834 +so Africa 10m DJF 0.42499733 +so Africa 10m year 0.4345703 +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 1.2919832 +so South_America 10m JJA 1.2801088 +so South_America 10m SON 1.2723045 +so South_America 10m DJF 1.3489151 +so South_America 10m year 1.2983284 +so South_America 100m MAM 0.15350342 +so South_America 100m JJA 0.100379944 +so South_America 100m SON 0.19775009 +so South_America 100m DJF 0.25471878 +so South_America 100m year 0.17658997 +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 1.5266476 +so Australia 10m JJA 1.4454136 +so Australia 10m SON 1.4113464 +so Australia 10m DJF 1.4552135 +so Australia 10m year 1.4596558 +so Australia 100m MAM 1.3186951 +so Australia 100m JJA 1.3721962 +so Australia 100m SON 1.3425217 +so Australia 100m DJF 1.3072586 +so Australia 100m year 1.3351669 +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.99382657 +so Antarctica 10m JJA 0.8029111 +so Antarctica 10m SON 0.7013423 +so Antarctica 10m DJF 1.1222979 +so Antarctica 10m year 0.9050929 +so Antarctica 100m MAM 0.114756264 +so Antarctica 100m JJA 0.10057958 +so Antarctica 100m SON 0.12635548 +so Antarctica 100m DJF 0.12988155 +so Antarctica 100m year 0.11727142 +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.62319285 +so glob 10m JJA 0.60627246 +so glob 10m SON 0.5664143 +so glob 10m DJF 0.6012181 +so glob 10m year 0.5725844 +so glob 100m MAM 0.41911638 +so glob 100m JJA 0.41864172 +so glob 100m SON 0.42990518 +so glob 100m DJF 0.4239863 +so glob 100m year 0.4213047 +so glob 1000m MAM 0.19772968 +so glob 1000m JJA 0.19837631 +so glob 1000m SON 0.19868058 +so glob 1000m DJF 0.19807105 +so glob 1000m year 0.19816586 +so arctic 10m MAM 0.72845453 +so arctic 10m JJA 1.0070765 +so arctic 10m SON 0.7735609 +so arctic 10m DJF 0.7458198 +so arctic 10m year 0.73486614 +so arctic 100m MAM 0.5685747 +so arctic 100m JJA 0.5873155 +so arctic 100m SON 0.64337796 +so arctic 100m DJF 0.5906919 +so arctic 100m year 0.59636754 +so arctic 1000m MAM 0.19546835 +so arctic 1000m JJA 0.20100072 +so arctic 1000m SON 0.20058782 +so arctic 1000m DJF 0.19257891 +so arctic 1000m year 0.19740792 +so northmid 10m MAM 0.41948166 +so northmid 10m JJA 0.45750657 +so northmid 10m SON 0.45907408 +so northmid 10m DJF 0.4264839 +so northmid 10m year 0.43123388 +so northmid 100m MAM 0.5342295 +so northmid 100m JJA 0.52834874 +so northmid 100m SON 0.5200766 +so northmid 100m DJF 0.53955126 +so northmid 100m year 0.52979684 +so northmid 1000m MAM 0.19197237 +so northmid 1000m JJA 0.19277902 +so northmid 1000m SON 0.19285461 +so northmid 1000m DJF 0.1923033 +so northmid 1000m year 0.19247407 +so tropics 10m MAM 0.61895365 +so tropics 10m JJA 0.5779906 +so tropics 10m SON 0.58050364 +so tropics 10m DJF 0.58525765 +so tropics 10m year 0.55279726 +so tropics 100m MAM 0.3466233 +so tropics 100m JJA 0.33136654 +so tropics 100m SON 0.32818294 +so tropics 100m DJF 0.33389932 +so tropics 100m year 0.33232647 +so tropics 1000m MAM 0.174509 +so tropics 1000m JJA 0.17527398 +so tropics 1000m SON 0.17540677 +so tropics 1000m DJF 0.17504744 +so tropics 1000m year 0.1749723 +so innertropics 10m MAM 0.72363454 +so innertropics 10m JJA 0.66588306 +so innertropics 10m SON 0.661485 +so innertropics 10m DJF 0.67389375 +so innertropics 10m year 0.6247414 +so innertropics 100m MAM 0.30725497 +so innertropics 100m JJA 0.29279336 +so innertropics 100m SON 0.2896078 +so innertropics 100m DJF 0.29287958 +so innertropics 100m year 0.29194653 +so innertropics 1000m MAM 0.18318573 +so innertropics 1000m JJA 0.18384394 +so innertropics 1000m SON 0.18366139 +so innertropics 1000m DJF 0.18357119 +so innertropics 1000m year 0.18347181 +so nino34 10m MAM 0.2378301 +so nino34 10m JJA 0.22299875 +so nino34 10m SON 0.11018603 +so nino34 10m DJF 0.24025042 +so nino34 10m year 0.14263092 +so nino34 100m MAM 0.19912618 +so nino34 100m JJA 0.2170503 +so nino34 100m SON 0.20147702 +so nino34 100m DJF 0.1581336 +so nino34 100m year 0.1888191 +so nino34 1000m MAM 0.044018585 +so nino34 1000m JJA 0.043640994 +so nino34 1000m SON 0.04085862 +so nino34 1000m DJF 0.04360485 +so nino34 1000m year 0.04303074 +so southmid 10m MAM 0.67189974 +so southmid 10m JJA 0.5991737 +so southmid 10m SON 0.58474755 +so southmid 10m DJF 0.63195 +so southmid 10m year 0.6187798 +so southmid 100m MAM 0.48153389 +so southmid 100m JJA 0.49287018 +so southmid 100m SON 0.5194461 +so southmid 100m DJF 0.5058242 +so southmid 100m year 0.49896953 +so southmid 1000m MAM 0.23114878 +so southmid 1000m JJA 0.23048988 +so southmid 1000m SON 0.2304703 +so southmid 1000m DJF 0.23111935 +so southmid 1000m year 0.23076586 +so antarctic 10m MAM 0.71437055 +so antarctic 10m JJA 0.45728248 +so antarctic 10m SON 0.34416756 +so antarctic 10m DJF 0.67654943 +so antarctic 10m year 0.54630965 +so antarctic 100m MAM 0.21684042 +so antarctic 100m JJA 0.22463836 +so antarctic 100m SON 0.23369257 +so antarctic 100m DJF 0.22233862 +so antarctic 100m year 0.22329806 +so antarctic 1000m MAM 0.20976917 +so antarctic 1000m JJA 0.21007012 +so antarctic 1000m SON 0.21196602 +so antarctic 1000m DJF 0.21282092 +so antarctic 1000m year 0.2111566 diff --git a/eval/NCEP2/CESM2.csv b/eval/NCEP2/CESM2.csv index 8d87b17..8b8fdc6 100644 --- a/eval/NCEP2/CESM2.csv +++ b/eval/NCEP2/CESM2.csv @@ -1,321 +1,1761 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 11.751536320965617 -siconc glob surface JJA 10.935273014235387 -siconc glob surface SON 8.808314415346244 -siconc glob surface DJF 10.239624043897742 -siconc arctic surface MAM 3.770875223818647 -siconc arctic surface JJA 12.073491208477245 -siconc arctic surface SON 10.253725793489805 -siconc arctic surface DJF 5.168164984779559 -siconc northmid surface MAM 8.88718753092677 -siconc northmid surface JJA 1.3679425478478275 -siconc northmid surface SON 3.7033298857243593 -siconc northmid surface DJF 10.207980779209915 +siconc Atlantic_Basin surface MAM 14.302921356823814 +siconc Atlantic_Basin surface JJA 12.608672449730028 +siconc Atlantic_Basin surface SON 11.287434303529903 +siconc Atlantic_Basin surface DJF 13.562814386521802 +siconc Atlantic_Basin surface year 10.954111721490305 +siconc Pacific_Basin surface MAM 13.134025468392279 +siconc Pacific_Basin surface JJA 2.743821072548699 +siconc Pacific_Basin surface SON 6.298909099089629 +siconc Pacific_Basin surface DJF 13.462881974481823 +siconc Pacific_Basin surface year 11.177971263420853 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 3.3413947998696534 +siconc Arctic_Basin surface JJA 11.819041381610534 +siconc Arctic_Basin surface SON 15.474368576134752 +siconc Arctic_Basin surface DJF 4.518309917926371 +siconc Arctic_Basin surface year 6.708528785659877 +siconc Southern_Ocean_Basin surface MAM 13.95617377944698 +siconc Southern_Ocean_Basin surface JJA 13.119664060857104 +siconc Southern_Ocean_Basin surface SON 13.474663757922455 +siconc Southern_Ocean_Basin surface DJF 11.574595275219641 +siconc Southern_Ocean_Basin surface year 11.335469936882197 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 1.2288586425781318 +siconc Asia surface JJA 21.476730041503906 +siconc Asia surface SON 43.04750083923339 +siconc Asia surface DJF 1.7275183105468699 +siconc Asia surface year 16.003889465332037 +siconc North_America surface MAM nan +siconc North_America surface JJA nan +siconc North_America surface SON nan +siconc North_America surface DJF nan +siconc North_America surface year nan +siconc Europe surface MAM nan +siconc Europe surface JJA nan +siconc Europe surface SON nan +siconc Europe surface DJF nan +siconc Europe surface year nan +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 4.996850216388703 +siconc Antarctica surface JJA 6.027371368408204 +siconc Antarctica surface SON 10.545126953125 +siconc Antarctica surface DJF 3.0554001712799073 +siconc Antarctica surface year 0.6465760421752922 +siconc glob surface MAM 8.810236930100698 +siconc glob surface JJA 12.30502750942083 +siconc glob surface SON 14.14293503419881 +siconc glob surface DJF 8.625007621121597 +siconc glob surface year 9.347982835657904 +siconc arctic surface MAM 5.354036444773552 +siconc arctic surface JJA 11.912506424372904 +siconc arctic surface SON 14.933612477685866 +siconc arctic surface DJF 6.104025626032447 +siconc arctic surface year 7.517114558305572 +siconc northmid surface MAM 9.558312788650195 +siconc northmid surface JJA 6.411013547250985 +siconc northmid surface SON 5.253726272077423 +siconc northmid surface DJF 11.512777375056908 +siconc northmid surface year 9.449046239875212 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan -siconc southmid surface MAM 6.295522795675097 -siconc southmid surface JJA 13.13140515126633 -siconc southmid surface SON 10.296490202582811 -siconc southmid surface DJF 4.0771338781324165 -siconc antarctic surface MAM 20.688178852193396 -siconc antarctic surface JJA 8.859488357090175 -siconc antarctic surface SON 6.645910953295904 -siconc antarctic surface DJF 16.48775348119927 -tas glob surface MAM 1.5576122 -tas glob surface JJA 1.6469327 -tas glob surface SON 1.95736 -tas glob surface DJF 1.3651844 -tas arctic surface MAM 1.6966026 -tas arctic surface JJA 0.93965584 -tas arctic surface SON 3.536712 -tas arctic surface DJF 1.8539355 -tas northmid surface MAM 1.470392 -tas northmid surface JJA 1.4569708 -tas northmid surface SON 1.6397661 -tas northmid surface DJF 1.7259004 -tas tropics surface MAM 1.0618792 -tas tropics surface JJA 1.1277617 -tas tropics surface SON 1.0816702 -tas tropics surface DJF 0.9761396 -tas innertropics surface MAM 0.78147984 -tas innertropics surface JJA 0.86134267 -tas innertropics surface SON 0.86305827 -tas innertropics surface DJF 0.7376582 -tas nino34 surface MAM 0.11285298 -tas nino34 surface JJA 0.2689008 -tas nino34 surface SON 0.8409279 -tas nino34 surface DJF 0.20697911 -tas southmid surface MAM 1.0542098 -tas southmid surface JJA 1.1336857 -tas southmid surface SON 1.0997866 -tas southmid surface DJF 1.031099 -tas antarctic surface MAM 3.143718 -tas antarctic surface JJA 4.1483145 -tas antarctic surface SON 3.4728172 -tas antarctic surface DJF 1.6662254 +siconc nino34 surface year nan +siconc southmid surface MAM 5.177608320368612 +siconc southmid surface JJA 13.070136527261118 +siconc southmid surface SON 16.186148404254034 +siconc southmid surface DJF 5.7949631262515116 +siconc southmid surface year 9.816134177563717 +siconc antarctic surface MAM 14.564014209577044 +siconc antarctic surface JJA 11.73050909841722 +siconc antarctic surface SON 11.188413180294198 +siconc antarctic surface DJF 12.406631801847881 +siconc antarctic surface year 11.199491751755213 +tas Atlantic_Basin surface MAM 1.1293757 +tas Atlantic_Basin surface JJA 0.98796886 +tas Atlantic_Basin surface SON 0.9823582 +tas Atlantic_Basin surface DJF 1.365628 +tas Atlantic_Basin surface year 1.0125737 +tas Pacific_Basin surface MAM 0.82772446 +tas Pacific_Basin surface JJA 0.78875 +tas Pacific_Basin surface SON 0.6961251 +tas Pacific_Basin surface DJF 0.79409516 +tas Pacific_Basin surface year 0.7119616 +tas Indian_Basin surface MAM 0.65541387 +tas Indian_Basin surface JJA 0.7083919 +tas Indian_Basin surface SON 0.62060803 +tas Indian_Basin surface DJF 0.7172648 +tas Indian_Basin surface year 0.6105858 +tas Arctic_Basin surface MAM 1.0732083 +tas Arctic_Basin surface JJA 1.1224654 +tas Arctic_Basin surface SON 2.9195454 +tas Arctic_Basin surface DJF 1.8321898 +tas Arctic_Basin surface year 1.0089258 +tas Southern_Ocean_Basin surface MAM 1.1839973 +tas Southern_Ocean_Basin surface JJA 1.7582481 +tas Southern_Ocean_Basin surface SON 1.4742591 +tas Southern_Ocean_Basin surface DJF 1.0014408 +tas Southern_Ocean_Basin surface year 1.2623714 +tas Mediterranean_Basin surface MAM 0.7187867 +tas Mediterranean_Basin surface JJA 0.611309 +tas Mediterranean_Basin surface SON 0.60929793 +tas Mediterranean_Basin surface DJF 0.8448409 +tas Mediterranean_Basin surface year 0.55897444 +tas Asia surface MAM 1.7149429 +tas Asia surface JJA 1.9600905 +tas Asia surface SON 2.5779827 +tas Asia surface DJF 3.110559 +tas Asia surface year 1.7732528 +tas North_America surface MAM 1.8147404 +tas North_America surface JJA 2.428597 +tas North_America surface SON 2.5842643 +tas North_America surface DJF 2.3977585 +tas North_America surface year 1.6688547 +tas Europe surface MAM 1.1221251 +tas Europe surface JJA 1.559558 +tas Europe surface SON 1.5664344 +tas Europe surface DJF 2.1685271 +tas Europe surface year 1.2817111 +tas Africa surface MAM 1.208825 +tas Africa surface JJA 1.4006262 +tas Africa surface SON 1.4580587 +tas Africa surface DJF 1.366098 +tas Africa surface year 1.1311688 +tas South_America surface MAM 1.7237288 +tas South_America surface JJA 1.6430131 +tas South_America surface SON 1.929183 +tas South_America surface DJF 1.6968763 +tas South_America surface year 1.6158497 +tas Oceania surface MAM 2.709911 +tas Oceania surface JJA 3.1073554 +tas Oceania surface SON 2.1614158 +tas Oceania surface DJF 2.1788497 +tas Oceania surface year 2.5200639 +tas Australia surface MAM 0.92753017 +tas Australia surface JJA 0.7971802 +tas Australia surface SON 0.5915721 +tas Australia surface DJF 1.1731858 +tas Australia surface year 0.7478788 +tas Antarctica surface MAM 1.8317016 +tas Antarctica surface JJA 2.5162215 +tas Antarctica surface SON 2.5169764 +tas Antarctica surface DJF 1.5710989 +tas Antarctica surface year 1.5238956 +tas glob surface MAM 1.1962641 +tas glob surface JJA 1.4226778 +tas glob surface SON 1.532863 +tas glob surface DJF 1.4012086 +tas glob surface year 1.1256369 +tas arctic surface MAM 1.3437505 +tas arctic surface JJA 1.5789722 +tas arctic surface SON 2.6793523 +tas arctic surface DJF 2.5055056 +tas arctic surface year 1.2548908 +tas northmid surface MAM 1.4621377 +tas northmid surface JJA 1.4192524 +tas northmid surface SON 1.4606371 +tas northmid surface DJF 1.7491969 +tas northmid surface year 1.3261322 +tas tropics surface MAM 0.91565406 +tas tropics surface JJA 1.007753 +tas tropics surface SON 0.9657887 +tas tropics surface DJF 0.9480785 +tas tropics surface year 0.8724927 +tas innertropics surface MAM 0.9486008 +tas innertropics surface JJA 1.1319386 +tas innertropics surface SON 1.002736 +tas innertropics surface DJF 1.002257 +tas innertropics surface year 0.9404733 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Indian_Basin surface JJA 8.156739 +clt Indian_Basin surface SON 7.846374 +clt Indian_Basin surface DJF 10.307662 +clt Indian_Basin surface year 6.80429 +clt Arctic_Basin surface MAM 28.162249 +clt Arctic_Basin surface JJA 18.405846 +clt Arctic_Basin surface SON 22.18715 +clt Arctic_Basin surface DJF 25.199184 +clt Arctic_Basin surface year 23.487452 +clt Southern_Ocean_Basin surface MAM 5.7152467 +clt Southern_Ocean_Basin surface JJA 9.48147 +clt Southern_Ocean_Basin surface SON 5.5207624 +clt Southern_Ocean_Basin surface DJF 3.2792132 +clt Southern_Ocean_Basin surface year 5.7043962 +clt Mediterranean_Basin surface MAM 2.0758643 +clt Mediterranean_Basin surface JJA 7.31816 +clt Mediterranean_Basin surface SON 10.073428 +clt Mediterranean_Basin surface DJF 5.594701 +clt Mediterranean_Basin surface year 4.8710876 +clt Asia surface MAM 13.507201 +clt Asia surface JJA 10.004814 +clt Asia surface SON 10.223599 +clt Asia surface DJF 16.41003 +clt Asia surface year 11.11974 +clt 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0.8273873 +thetao Southern_Ocean_Basin 1000m year 0.82299006 +thetao Mediterranean_Basin 10m MAM 0.8369267 +thetao Mediterranean_Basin 10m JJA 0.5120707 +thetao Mediterranean_Basin 10m SON 0.6804219 +thetao Mediterranean_Basin 10m DJF 1.1384151 +thetao Mediterranean_Basin 10m year 0.66102654 +thetao Mediterranean_Basin 100m MAM 1.2711269 +thetao Mediterranean_Basin 100m JJA 1.2627063 +thetao Mediterranean_Basin 100m SON 1.3967059 +thetao Mediterranean_Basin 100m DJF 1.5381476 +thetao Mediterranean_Basin 100m year 1.3560598 +thetao Mediterranean_Basin 1000m MAM 1.1679199 +thetao Mediterranean_Basin 1000m JJA 1.1705291 +thetao Mediterranean_Basin 1000m SON 1.1723678 +thetao Mediterranean_Basin 1000m DJF 1.1723765 +thetao Mediterranean_Basin 1000m year 1.170797 +thetao Asia 10m MAM 0.9407936 +thetao Asia 10m JJA 1.0704195 +thetao Asia 10m SON 1.0996647 +thetao Asia 10m DJF 1.1912562 +thetao Asia 10m year 0.9329213 +thetao Asia 100m MAM 0.70917594 +thetao Asia 100m JJA 1.0798247 +thetao Asia 100m SON 1.009793 +thetao Asia 100m DJF 0.58705145 +thetao Asia 100m year 0.47076845 +thetao Asia 1000m MAM nan +thetao Asia 1000m JJA nan +thetao Asia 1000m SON nan +thetao Asia 1000m DJF nan +thetao Asia 1000m year nan +thetao North_America 10m MAM 1.2343682 +thetao North_America 10m JJA 1.2626083 +thetao North_America 10m SON 0.68376887 +thetao North_America 10m DJF 1.3749287 +thetao North_America 10m year 1.0277814 +thetao North_America 100m MAM 0.7893605 +thetao North_America 100m JJA 0.7944773 +thetao North_America 100m SON 0.7135215 +thetao North_America 100m DJF 0.76274353 +thetao North_America 100m year 0.7650359 +thetao North_America 1000m MAM nan +thetao North_America 1000m JJA nan +thetao North_America 1000m SON nan +thetao North_America 1000m DJF nan +thetao North_America 1000m year nan +thetao Europe 10m MAM 0.68806314 +thetao Europe 10m JJA 0.59943485 +thetao Europe 10m SON 0.26707935 +thetao Europe 10m DJF 0.90902424 +thetao Europe 10m year 0.61590385 +thetao Europe 100m MAM 1.3781691 +thetao Europe 100m JJA 1.4441457 +thetao Europe 100m SON 1.6711011 +thetao Europe 100m DJF 1.4002538 +thetao Europe 100m year 1.4734097 +thetao Europe 1000m MAM nan +thetao Europe 1000m JJA nan +thetao Europe 1000m SON nan +thetao Europe 1000m DJF nan +thetao Europe 1000m year nan +thetao Africa 10m MAM nan +thetao Africa 10m JJA nan +thetao Africa 10m SON nan +thetao Africa 10m DJF nan +thetao Africa 10m year nan +thetao Africa 100m MAM nan +thetao Africa 100m JJA nan +thetao Africa 100m SON nan +thetao Africa 100m DJF nan +thetao Africa 100m year nan +thetao Africa 1000m MAM nan +thetao Africa 1000m JJA nan +thetao Africa 1000m SON nan +thetao Africa 1000m DJF nan +thetao Africa 1000m year nan +thetao South_America 10m MAM 0.51409864 +thetao South_America 10m JJA 0.52381134 +thetao South_America 10m SON 0.5602598 +thetao South_America 10m DJF 0.36937284 +thetao South_America 10m year 0.4918852 +thetao South_America 100m MAM nan +thetao South_America 100m JJA nan +thetao South_America 100m SON nan +thetao South_America 100m DJF nan +thetao South_America 100m year nan +thetao South_America 1000m MAM nan +thetao South_America 1000m JJA nan +thetao South_America 1000m SON nan +thetao South_America 1000m DJF nan +thetao South_America 1000m year nan +thetao Oceania 10m MAM nan +thetao Oceania 10m JJA nan +thetao Oceania 10m SON nan +thetao Oceania 10m DJF nan +thetao Oceania 10m year nan +thetao Oceania 100m MAM nan +thetao Oceania 100m JJA nan +thetao Oceania 100m SON nan +thetao Oceania 100m DJF nan +thetao Oceania 100m year nan +thetao Oceania 1000m MAM nan +thetao Oceania 1000m JJA nan +thetao Oceania 1000m SON nan +thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan +thetao Australia 10m MAM 1.0978827 +thetao Australia 10m JJA 1.8133187 +thetao Australia 10m SON 2.0520978 +thetao Australia 10m DJF 1.2476401 +thetao Australia 10m year 1.5527363 +thetao Australia 100m MAM nan +thetao Australia 100m JJA nan +thetao Australia 100m SON nan +thetao Australia 100m DJF nan +thetao Australia 100m year nan +thetao Australia 1000m MAM nan +thetao Australia 1000m JJA nan +thetao Australia 1000m SON nan +thetao Australia 1000m DJF nan +thetao Australia 1000m year nan +thetao Antarctica 10m MAM 1.0171789 +thetao Antarctica 10m JJA 0.35944498 +thetao Antarctica 10m SON 0.19760871 +thetao Antarctica 10m DJF 1.0302186 +thetao Antarctica 10m year 0.6511128 +thetao Antarctica 100m MAM 0.609187 +thetao Antarctica 100m JJA 0.4626752 +thetao Antarctica 100m SON 0.21633303 +thetao Antarctica 100m DJF 0.41870564 +thetao Antarctica 100m year 0.42670995 +thetao Antarctica 1000m MAM nan +thetao Antarctica 1000m JJA nan +thetao Antarctica 1000m SON nan +thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan +thetao glob 10m MAM 0.8755139 +thetao glob 10m JJA 0.8490447 +thetao glob 10m SON 0.76433235 +thetao glob 10m DJF 0.86006135 +thetao glob 10m year 0.78340507 +thetao glob 100m MAM 1.1111209 +thetao glob 100m JJA 1.1054343 +thetao glob 100m SON 1.1019965 +thetao glob 100m DJF 1.1296809 +thetao glob 100m year 1.0741065 +thetao glob 1000m MAM 0.9783739 +thetao glob 1000m JJA 0.97924435 +thetao glob 1000m SON 0.97843593 +thetao glob 1000m DJF 0.9789929 +thetao glob 1000m year 0.9781899 +thetao arctic 10m MAM 0.7412674 +thetao arctic 10m JJA 0.69889027 +thetao arctic 10m SON 0.5360572 +thetao arctic 10m DJF 0.69922763 +thetao arctic 10m year 0.6120132 +thetao arctic 100m MAM 0.5985616 +thetao arctic 100m JJA 0.5368933 +thetao arctic 100m SON 0.5179111 +thetao arctic 100m DJF 0.49777645 +thetao arctic 100m year 0.5047317 +thetao arctic 1000m MAM 1.9906257 +thetao arctic 1000m JJA 2.0084372 +thetao arctic 1000m SON 2.0033631 +thetao arctic 1000m DJF 1.990149 +thetao arctic 1000m year 1.9981436 +thetao northmid 10m MAM 1.4761977 +thetao northmid 10m JJA 1.1733598 +thetao northmid 10m SON 0.88707197 +thetao northmid 10m DJF 1.315482 +thetao northmid 10m year 1.162354 +thetao northmid 100m MAM 1.4682136 +thetao northmid 100m JJA 1.5357503 +thetao northmid 100m SON 1.6349046 +thetao northmid 100m DJF 1.6357065 +thetao northmid 100m year 1.5492043 +thetao northmid 1000m MAM 1.2776997 +thetao northmid 1000m JJA 1.2874767 +thetao northmid 1000m SON 1.2912083 +thetao northmid 1000m DJF 1.2860153 +thetao northmid 1000m year 1.2854019 +thetao tropics 10m MAM 0.7431168 +thetao tropics 10m JJA 0.78914976 +thetao tropics 10m SON 0.71498746 +thetao tropics 10m DJF 0.71542805 +thetao tropics 10m year 0.6895945 +thetao tropics 100m MAM 1.2800498 +thetao tropics 100m JJA 1.3828769 +thetao tropics 100m SON 1.335944 +thetao tropics 100m DJF 1.336372 +thetao tropics 100m year 1.2825674 +thetao tropics 1000m MAM 0.8097256 +thetao tropics 1000m JJA 0.80872816 +thetao tropics 1000m SON 0.8043008 +thetao tropics 1000m DJF 0.80561894 +thetao tropics 1000m year 0.8062282 +thetao innertropics 10m MAM 0.8253093 +thetao innertropics 10m JJA 0.9071748 +thetao innertropics 10m SON 0.8059497 +thetao innertropics 10m DJF 0.90342015 +thetao innertropics 10m year 0.8055842 +thetao innertropics 100m MAM 1.7044098 +thetao innertropics 100m JJA 1.9179147 +thetao innertropics 100m SON 1.8572828 +thetao innertropics 100m DJF 1.7300142 +thetao innertropics 100m year 1.7446629 +thetao innertropics 1000m MAM 0.72912335 +thetao innertropics 1000m JJA 0.7268389 +thetao innertropics 1000m SON 0.72527486 +thetao innertropics 1000m DJF 0.7221373 +thetao innertropics 1000m year 0.7244734 +thetao nino34 10m MAM 0.71195567 +thetao nino34 10m JJA 0.49621117 +thetao nino34 10m SON 0.1972658 +thetao nino34 10m DJF 0.7744663 +thetao nino34 10m year 0.473682 +thetao nino34 100m MAM 1.5224526 +thetao nino34 100m JJA 2.584615 +thetao nino34 100m SON 0.8783684 +thetao nino34 100m DJF 1.3680655 +thetao nino34 100m year 1.547665 +thetao nino34 1000m MAM 0.159493 +thetao nino34 1000m JJA 0.115755945 +thetao nino34 1000m SON 0.11621942 +thetao nino34 1000m DJF 0.12467049 +thetao nino34 1000m year 0.1286547 +thetao southmid 10m MAM 1.0235429 +thetao southmid 10m JJA 1.020633 +thetao southmid 10m SON 1.0727842 +thetao southmid 10m DJF 1.1228294 +thetao southmid 10m year 1.0156453 +thetao southmid 100m MAM 1.2585917 +thetao southmid 100m JJA 1.1080328 +thetao southmid 100m SON 1.1291057 +thetao southmid 100m DJF 1.241802 +thetao southmid 100m year 1.1608517 +thetao southmid 1000m MAM 0.68993163 +thetao southmid 1000m JJA 0.6880254 +thetao southmid 1000m SON 0.68703264 +thetao southmid 1000m DJF 0.69274974 +thetao southmid 1000m year 0.68870384 +thetao antarctic 10m MAM 0.47084248 +thetao antarctic 10m JJA 0.48472023 +thetao antarctic 10m SON 0.38826698 +thetao antarctic 10m DJF 0.42845413 +thetao antarctic 10m year 0.35103986 +thetao antarctic 100m MAM 0.43869305 +thetao antarctic 100m JJA 0.3736479 +thetao antarctic 100m SON 0.38184714 +thetao antarctic 100m DJF 0.36375 +thetao antarctic 100m year 0.33995447 +thetao antarctic 1000m MAM 1.1268897 +thetao antarctic 1000m JJA 1.1122092 +thetao antarctic 1000m SON 1.1221387 +thetao antarctic 1000m DJF 1.130109 +thetao antarctic 1000m year 1.1228373 +so Atlantic_Basin 10m MAM 0.5315236 +so Atlantic_Basin 10m JJA 0.62833416 +so Atlantic_Basin 10m SON 0.6190692 +so Atlantic_Basin 10m DJF 0.5628719 +so Atlantic_Basin 10m year 0.57503766 +so Atlantic_Basin 100m MAM 0.4167957 +so Atlantic_Basin 100m JJA 0.40224075 +so Atlantic_Basin 100m SON 0.40179554 +so Atlantic_Basin 100m DJF 0.41008216 +so Atlantic_Basin 100m year 0.4043463 +so Atlantic_Basin 1000m MAM 0.35154206 +so Atlantic_Basin 1000m JJA 0.3506689 +so Atlantic_Basin 1000m SON 0.35111615 +so Atlantic_Basin 1000m DJF 0.35140812 +so Atlantic_Basin 1000m year 0.3511055 +so Pacific_Basin 10m MAM 0.52557653 +so Pacific_Basin 10m JJA 0.5361359 +so Pacific_Basin 10m SON 0.5284379 +so Pacific_Basin 10m DJF 0.52583855 +so Pacific_Basin 10m year 0.5265628 +so Pacific_Basin 100m MAM 0.50960934 +so Pacific_Basin 100m JJA 0.5061797 +so Pacific_Basin 100m SON 0.5081246 +so Pacific_Basin 100m DJF 0.5139156 +so Pacific_Basin 100m year 0.5085964 +so Pacific_Basin 1000m MAM 0.19121417 +so Pacific_Basin 1000m JJA 0.19094788 +so Pacific_Basin 1000m SON 0.19122739 +so Pacific_Basin 1000m DJF 0.19141364 +so Pacific_Basin 1000m year 0.19119722 +so Indian_Basin 10m MAM 0.48360628 +so Indian_Basin 10m JJA 0.49690667 +so Indian_Basin 10m SON 0.5101409 +so Indian_Basin 10m DJF 0.5092077 +so Indian_Basin 10m year 0.4934579 +so Indian_Basin 100m MAM 0.4899892 +so Indian_Basin 100m JJA 0.49312833 +so Indian_Basin 100m SON 0.48725787 +so Indian_Basin 100m DJF 0.49724352 +so Indian_Basin 100m year 0.48868945 +so Indian_Basin 1000m MAM 0.28791535 +so Indian_Basin 1000m JJA 0.29082945 +so Indian_Basin 1000m SON 0.29050067 +so Indian_Basin 1000m DJF 0.2910539 +so Indian_Basin 1000m year 0.29007488 +so Arctic_Basin 10m MAM 1.099777 +so Arctic_Basin 10m JJA 1.3324699 +so Arctic_Basin 10m SON 1.1551425 +so Arctic_Basin 10m DJF 1.2361455 +so Arctic_Basin 10m year 1.142659 +so Arctic_Basin 100m MAM 0.9600441 +so Arctic_Basin 100m JJA 0.96099865 +so Arctic_Basin 100m SON 0.993508 +so Arctic_Basin 100m DJF 0.9037467 +so Arctic_Basin 100m year 0.95418763 +so Arctic_Basin 1000m MAM 0.073598914 +so Arctic_Basin 1000m JJA 0.07941261 +so Arctic_Basin 1000m SON 0.07958104 +so Arctic_Basin 1000m DJF 0.0700448 +so Arctic_Basin 1000m year 0.07565931 +so Southern_Ocean_Basin 10m MAM 0.48174992 +so Southern_Ocean_Basin 10m JJA 0.4148625 +so Southern_Ocean_Basin 10m SON 0.3926275 +so Southern_Ocean_Basin 10m DJF 0.49966154 +so Southern_Ocean_Basin 10m year 0.44569468 +so Southern_Ocean_Basin 100m MAM 0.43718 +so Southern_Ocean_Basin 100m JJA 0.45854393 +so Southern_Ocean_Basin 100m SON 0.46312827 +so Southern_Ocean_Basin 100m DJF 0.4416594 +so Southern_Ocean_Basin 100m year 0.44955862 +so Southern_Ocean_Basin 1000m MAM 0.12935404 +so Southern_Ocean_Basin 1000m JJA 0.1297514 +so Southern_Ocean_Basin 1000m SON 0.12977536 +so Southern_Ocean_Basin 1000m DJF 0.12967916 +so Southern_Ocean_Basin 1000m year 0.12956132 +so Mediterranean_Basin 10m MAM 2.0315 +so Mediterranean_Basin 10m JJA 1.8782692 +so Mediterranean_Basin 10m SON 1.95802 +so Mediterranean_Basin 10m DJF 2.119221 +so Mediterranean_Basin 10m year 1.9854721 +so Mediterranean_Basin 100m MAM 2.1315024 +so Mediterranean_Basin 100m JJA 2.1654577 +so Mediterranean_Basin 100m SON 2.1771345 +so Mediterranean_Basin 100m DJF 2.1475074 +so Mediterranean_Basin 100m year 2.1554005 +so Mediterranean_Basin 1000m MAM 2.7345693 +so Mediterranean_Basin 1000m JJA 2.7262962 +so Mediterranean_Basin 1000m SON 2.7353182 +so Mediterranean_Basin 1000m DJF 2.7416544 +so Mediterranean_Basin 1000m year 2.7344596 +so Asia 10m MAM 2.6222765 +so Asia 10m JJA 2.504266 +so Asia 10m SON 2.0996337 +so Asia 10m DJF 2.41529 +so Asia 10m year 2.410366 +so Asia 100m MAM 0.7287102 +so Asia 100m JJA 0.7936497 +so Asia 100m SON 0.75538254 +so Asia 100m DJF 0.7161617 +so Asia 100m year 0.748476 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 1.460037 +so North_America 10m JJA 1.5486991 +so North_America 10m SON 1.4549298 +so North_America 10m DJF 1.5970201 +so North_America 10m year 1.5151715 +so North_America 100m MAM 0.32793427 +so North_America 100m JJA 0.25839996 +so North_America 100m SON 0.3346583 +so North_America 100m DJF 0.26264444 +so North_America 100m year 0.2959086 +so North_America 1000m MAM nan +so North_America 1000m JJA nan +so North_America 1000m SON nan +so North_America 1000m DJF nan +so North_America 1000m year nan +so Europe 10m MAM 1.6431694 +so Europe 10m JJA 1.409298 +so Europe 10m SON 1.8578606 +so Europe 10m DJF 1.966322 +so Europe 10m year 1.719162 +so Europe 100m MAM 1.5387383 +so Europe 100m JJA 1.5599327 +so Europe 100m SON 1.5211697 +so Europe 100m DJF 1.5481071 +so Europe 100m year 1.5419884 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 0.5157814 +so South_America 10m JJA 0.5580635 +so South_America 10m SON 0.50857353 +so South_America 10m DJF 0.20450401 +so South_America 10m year 0.44673157 +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 1.0946026 +so Australia 10m JJA 1.0980873 +so Australia 10m SON 1.1238613 +so Australia 10m DJF 1.1303558 +so Australia 10m year 1.1117287 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.7986984 +so Antarctica 10m JJA 0.66119766 +so Antarctica 10m SON 0.67100143 +so Antarctica 10m DJF 0.9018097 +so Antarctica 10m year 0.7581787 +so Antarctica 100m MAM 0.33912277 +so Antarctica 100m JJA 0.53497696 +so Antarctica 100m SON 0.54571915 +so Antarctica 100m DJF 0.46593857 +so Antarctica 100m year 0.47143936 +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.5882299 +so glob 10m JJA 0.617393 +so glob 10m SON 0.5884745 +so glob 10m DJF 0.61771363 +so glob 10m year 0.59193134 +so glob 100m MAM 0.5243391 +so glob 100m JJA 0.52722156 +so glob 100m SON 0.5318606 +so glob 100m DJF 0.5207997 +so glob 100m year 0.5246439 +so glob 1000m MAM 0.20750698 +so glob 1000m JJA 0.20816505 +so glob 1000m SON 0.20832993 +so glob 1000m DJF 0.2077053 +so glob 1000m year 0.20788926 +so arctic 10m MAM 1.0400891 +so arctic 10m JJA 1.284558 +so arctic 10m SON 1.1139145 +so arctic 10m DJF 1.1698588 +so arctic 10m year 1.0990089 +so arctic 100m MAM 0.8649765 +so arctic 100m JJA 0.8579949 +so arctic 100m SON 0.87983876 +so arctic 100m DJF 0.8140388 +so arctic 100m year 0.85272896 +so arctic 1000m MAM 0.09877551 +so arctic 1000m JJA 0.1042267 +so arctic 1000m SON 0.104677185 +so arctic 1000m DJF 0.09579067 +so arctic 1000m year 0.10086748 +so northmid 10m MAM 0.64353883 +so northmid 10m JJA 0.6835399 +so northmid 10m SON 0.6552366 +so northmid 10m DJF 0.6483713 +so northmid 10m year 0.6554766 +so northmid 100m MAM 0.59376174 +so northmid 100m JJA 0.58074015 +so northmid 100m SON 0.5774647 +so northmid 100m DJF 0.6192221 +so northmid 100m year 0.5918503 +so northmid 1000m MAM 0.26535705 +so northmid 1000m JJA 0.26479116 +so northmid 1000m SON 0.26519278 +so northmid 1000m DJF 0.26424643 +so northmid 1000m year 0.2648554 +so tropics 10m MAM 0.4848652 +so tropics 10m JJA 0.4988307 +so tropics 10m SON 0.5143094 +so tropics 10m DJF 0.49911284 +so tropics 10m year 0.49278772 +so tropics 100m MAM 0.4417276 +so tropics 100m JJA 0.445644 +so tropics 100m SON 0.44490886 +so tropics 100m DJF 0.44056612 +so tropics 100m year 0.4407609 +so tropics 1000m MAM 0.27414766 +so tropics 1000m JJA 0.27440882 +so tropics 1000m SON 0.2744032 +so tropics 1000m DJF 0.27495217 +so tropics 1000m year 0.27447796 +so innertropics 10m MAM 0.514805 +so innertropics 10m JJA 0.523457 +so innertropics 10m SON 0.52791405 +so innertropics 10m DJF 0.5275701 +so innertropics 10m year 0.51321226 +so innertropics 100m MAM 0.43978083 +so innertropics 100m JJA 0.45569867 +so innertropics 100m SON 0.44962364 +so innertropics 100m DJF 0.43422067 +so innertropics 100m year 0.4412647 +so innertropics 1000m MAM 0.27992958 +so innertropics 1000m JJA 0.28023943 +so innertropics 1000m SON 0.2797401 +so innertropics 1000m DJF 0.2798591 +so innertropics 1000m year 0.279942 +so nino34 10m MAM 0.49636316 +so nino34 10m JJA 0.47702596 +so nino34 10m SON 0.44901153 +so nino34 10m DJF 0.4643526 +so nino34 10m year 0.4716886 +so nino34 100m MAM 0.41941425 +so nino34 100m JJA 0.49699494 +so nino34 100m SON 0.51514614 +so nino34 100m DJF 0.460143 +so nino34 100m year 0.4729247 +so nino34 1000m MAM 0.22886515 +so nino34 1000m JJA 0.23034343 +so nino34 1000m SON 0.22754784 +so nino34 1000m DJF 0.22785324 +so nino34 1000m year 0.2286522 +so southmid 10m MAM 0.46223623 +so southmid 10m JJA 0.46416265 +so southmid 10m SON 0.45803225 +so southmid 10m DJF 0.45309412 +so southmid 10m year 0.45813364 +so southmid 100m MAM 0.48058176 +so southmid 100m JJA 0.47290185 +so southmid 100m SON 0.477087 +so southmid 100m DJF 0.4735963 +so southmid 100m year 0.47582877 +so southmid 1000m MAM 0.14150807 +so southmid 1000m JJA 0.1418521 +so southmid 1000m SON 0.14109367 +so southmid 1000m DJF 0.14101931 +so southmid 1000m year 0.14125006 +so antarctic 10m MAM 0.5806142 +so antarctic 10m JJA 0.38214815 +so antarctic 10m SON 0.3245675 +so antarctic 10m DJF 0.6484244 +so antarctic 10m year 0.48098657 +so antarctic 100m MAM 0.4055129 +so antarctic 100m JJA 0.46764714 +so antarctic 100m SON 0.48539275 +so antarctic 100m DJF 0.4384451 +so antarctic 100m year 0.4479195 +so antarctic 1000m MAM 0.14691757 +so antarctic 1000m JJA 0.14708583 +so antarctic 1000m SON 0.14870837 +so antarctic 1000m DJF 0.1499455 +so antarctic 1000m year 0.14816448 diff --git a/eval/NCEP2/CIESM.csv b/eval/NCEP2/CIESM.csv index db4376c..669c421 100644 --- a/eval/NCEP2/CIESM.csv +++ b/eval/NCEP2/CIESM.csv @@ -1,449 +1,1541 @@ Variable Region Level Season AbsMeanError -tas glob surface MAM 1.5442847 -tas glob surface JJA 1.8382816 -tas glob surface SON 2.4143329 -tas glob surface DJF 1.8084028 -tas arctic surface MAM 1.2164246 -tas arctic surface JJA 2.227726 -tas arctic surface SON 6.9601426 -tas arctic surface DJF 4.4080377 -tas northmid surface MAM 1.7805824 -tas northmid surface JJA 2.1814592 -tas northmid surface SON 1.8963511 -tas northmid surface DJF 1.7770846 -tas tropics surface MAM 0.85915077 -tas tropics surface JJA 1.0864073 -tas tropics surface SON 1.0046148 -tas tropics surface DJF 0.88032293 -tas innertropics surface MAM 0.55168897 -tas innertropics surface JJA 0.8415991 -tas innertropics surface SON 0.7101791 -tas innertropics surface DJF 0.65251887 -tas nino34 surface MAM 0.28571904 -tas nino34 surface JJA 0.52023035 -tas nino34 surface SON 0.33391088 -tas nino34 surface DJF 0.24810359 -tas southmid surface MAM 0.9721259 -tas southmid surface JJA 0.8625774 -tas southmid surface SON 0.87921315 -tas southmid surface DJF 1.1422223 -tas antarctic surface MAM 3.6720784 -tas antarctic surface JJA 3.6290114 -tas antarctic surface SON 3.084797 -tas antarctic surface DJF 1.8509848 +tas Atlantic_Basin surface MAM 1.104453 +tas Atlantic_Basin surface JJA 1.2154601 +tas Atlantic_Basin surface SON 1.4043772 +tas Atlantic_Basin surface DJF 1.1747959 +tas Atlantic_Basin surface year 0.99498093 +tas Pacific_Basin surface MAM 1.0701994 +tas Pacific_Basin surface JJA 1.2605271 +tas Pacific_Basin surface SON 1.1550161 +tas Pacific_Basin surface DJF 1.101844 +tas Pacific_Basin surface year 1.108979 +tas Indian_Basin surface MAM 0.8696504 +tas Indian_Basin surface JJA 1.0141263 +tas Indian_Basin surface SON 0.64147145 +tas Indian_Basin surface DJF 0.72966933 +tas Indian_Basin surface year 0.7700816 +tas Arctic_Basin surface MAM 1.3906754 +tas Arctic_Basin surface JJA 0.8991413 +tas Arctic_Basin surface SON 8.606031 +tas Arctic_Basin surface DJF 3.8625848 +tas Arctic_Basin surface year 3.0359228 +tas Southern_Ocean_Basin surface MAM 2.374112 +tas Southern_Ocean_Basin surface JJA 1.9419115 +tas Southern_Ocean_Basin surface SON 1.5032443 +tas Southern_Ocean_Basin surface DJF 1.6373825 +tas Southern_Ocean_Basin surface year 1.6844022 +tas Mediterranean_Basin surface MAM 0.82896036 +tas Mediterranean_Basin surface JJA 2.2800531 +tas Mediterranean_Basin surface SON 1.0419999 +tas Mediterranean_Basin surface DJF 0.8690191 +tas Mediterranean_Basin surface year 1.1260148 +tas Asia surface MAM 1.7271435 +tas Asia surface JJA 2.5818775 +tas Asia surface SON 2.1146662 +tas Asia surface DJF 2.3019762 +tas Asia surface year 1.7663007 +tas North_America surface MAM 1.8552526 +tas North_America surface JJA 2.6971717 +tas North_America surface SON 3.1580229 +tas North_America surface DJF 1.9080973 +tas North_America surface year 2.099122 +tas Europe surface MAM 1.593906 +tas Europe surface JJA 2.2193518 +tas Europe surface SON 1.8355417 +tas Europe surface DJF 2.479936 +tas Europe surface year 1.6066673 +tas Africa surface MAM 1.1360725 +tas Africa surface JJA 1.7693466 +tas Africa surface SON 1.4476626 +tas Africa surface DJF 1.3087883 +tas Africa surface year 1.3214157 +tas South_America surface MAM 1.4044431 +tas South_America surface JJA 1.5478337 +tas South_America surface SON 1.7191244 +tas South_America surface DJF 1.5477732 +tas South_America surface year 1.459968 +tas Oceania surface MAM 3.7318032 +tas Oceania surface JJA 3.8445296 +tas Oceania surface SON 2.6623952 +tas Oceania surface DJF 2.9832153 +tas Oceania surface year 3.3054087 +tas Australia surface MAM 1.7300497 +tas Australia surface JJA 1.403188 +tas Australia surface SON 1.6938698 +tas Australia surface DJF 1.4130753 +tas Australia surface year 1.5286232 +tas Antarctica surface MAM 2.3270473 +tas Antarctica surface JJA 2.2119362 +tas Antarctica surface SON 2.018132 +tas Antarctica surface DJF 1.3819108 +tas Antarctica surface year 1.6132189 +tas glob surface MAM 1.5783094 +tas glob surface JJA 1.6635716 +tas glob surface SON 2.1447234 +tas glob surface DJF 1.6397687 +tas glob surface year 1.5374241 +tas arctic surface MAM 1.473995 +tas arctic surface JJA 1.6456602 +tas arctic surface SON 6.0126567 +tas arctic surface DJF 3.2103558 +tas arctic surface year 2.3975565 +tas northmid surface MAM 1.6252071 +tas northmid surface JJA 2.1800315 +tas northmid surface SON 1.9433619 +tas northmid surface DJF 1.6951997 +tas northmid surface year 1.6953712 +tas tropics surface MAM 0.9671361 +tas tropics surface JJA 1.2082874 +tas tropics surface SON 1.0355498 +tas tropics surface DJF 0.96991223 +tas tropics surface year 0.9909595 +tas innertropics surface MAM 0.97430134 +tas innertropics surface JJA 1.2885871 +tas innertropics surface SON 1.0384203 +tas innertropics surface DJF 1.0505215 +tas innertropics surface year 1.049176 +tas nino34 surface MAM 0.9812126 +tas nino34 surface JJA 1.2289586 +tas nino34 surface SON 0.37662658 +tas nino34 surface DJF 0.90732956 +tas nino34 surface year 0.87353134 +tas southmid surface MAM 1.622109 +tas southmid surface JJA 1.1694727 +tas southmid surface SON 1.0858467 +tas southmid surface DJF 1.589634 +tas southmid surface year 1.3418205 +tas antarctic surface MAM 2.8718033 +tas antarctic surface JJA 2.5423913 +tas antarctic surface SON 2.0264428 +tas antarctic surface DJF 1.4316183 +tas antarctic surface year 1.8708973 +clt Atlantic_Basin surface MAM 7.375827 +clt Atlantic_Basin surface JJA 8.820554 +clt Atlantic_Basin surface SON 7.7491107 +clt Atlantic_Basin surface DJF 8.919632 +clt Atlantic_Basin surface year 6.822904 +clt Pacific_Basin surface MAM 9.227322 +clt Pacific_Basin surface JJA 9.100158 +clt Pacific_Basin surface SON 8.429493 +clt Pacific_Basin surface DJF 8.010195 +clt Pacific_Basin surface year 7.3697 +clt Indian_Basin surface MAM 9.768658 +clt Indian_Basin surface JJA 10.849542 +clt Indian_Basin surface SON 12.270498 +clt Indian_Basin surface DJF 12.712251 +clt Indian_Basin surface year 10.240916 +clt Arctic_Basin surface MAM 15.782327 +clt Arctic_Basin surface JJA 8.083436 +clt Arctic_Basin surface SON 19.83277 +clt Arctic_Basin surface DJF 21.16124 +clt Arctic_Basin surface year 15.741547 +clt Southern_Ocean_Basin surface MAM 5.170797 +clt Southern_Ocean_Basin surface JJA 7.8487825 +clt Southern_Ocean_Basin surface SON 5.0393453 +clt Southern_Ocean_Basin surface DJF 4.1479287 +clt Southern_Ocean_Basin surface year 4.8142047 +clt Mediterranean_Basin surface MAM 4.953065 +clt Mediterranean_Basin surface JJA 8.579582 +clt Mediterranean_Basin surface SON 4.205083 +clt Mediterranean_Basin surface DJF 3.6267114 +clt Mediterranean_Basin surface year 5.0954075 +clt Asia surface MAM 9.664158 +clt Asia surface JJA 6.2231455 +clt Asia surface SON 8.189199 +clt Asia surface DJF 13.778663 +clt Asia surface year 7.0789604 +clt North_America surface MAM 11.530866 +clt North_America surface JJA 6.357857 +clt North_America surface SON 10.00041 +clt North_America surface DJF 14.208504 +clt North_America surface year 9.470886 +clt Europe surface MAM 5.4327426 +clt Europe surface JJA 7.621666 +clt Europe surface SON 5.8256116 +clt Europe surface DJF 11.034744 +clt Europe surface year 5.0941377 +clt Africa surface MAM 16.174328 +clt Africa surface JJA 8.503488 +clt Africa surface SON 12.371703 +clt Africa surface DJF 13.452054 +clt Africa surface year 11.667704 +clt South_America surface MAM 6.3988414 +clt South_America surface JJA 11.823482 +clt South_America surface SON 9.104989 +clt South_America surface DJF 5.6512055 +clt South_America surface year 6.7793913 +clt Oceania surface MAM 6.3292174 +clt Oceania surface JJA 9.700835 +clt Oceania surface SON 5.804151 +clt Oceania surface DJF 5.9981265 +clt Oceania surface year 5.4324784 +clt Australia surface MAM 5.177816 +clt Australia surface JJA 6.8486705 +clt Australia surface SON 4.779312 +clt Australia surface DJF 4.9642496 +clt Australia surface year 4.469579 +clt Antarctica surface MAM 43.71978 +clt Antarctica surface JJA 43.833725 +clt Antarctica surface SON 38.874626 +clt Antarctica surface DJF 25.387114 +clt Antarctica surface year 37.746845 clt glob surface MAM 11.794593 clt glob surface JJA 11.297808 clt glob surface SON 11.493065 clt glob surface DJF 11.23937 +clt glob surface year 10.335769 clt arctic surface MAM 13.828396 clt arctic surface JJA 7.358644 clt arctic surface SON 16.015062 clt arctic surface DJF 19.63602 +clt arctic surface year 13.228877 clt northmid surface MAM 5.094992 clt northmid surface JJA 5.888252 clt northmid surface SON 5.3192587 -clt northmid surface DJF 6.9488697 +clt northmid surface DJF 6.9488688 +clt northmid surface year 4.241454 clt tropics surface MAM 10.2137 clt tropics surface JJA 10.448103 clt tropics surface SON 9.547504 clt tropics surface DJF 9.545219 +clt tropics surface year 8.393723 clt innertropics surface MAM 9.928214 clt innertropics surface JJA 9.029733 clt innertropics surface SON 8.908624 clt innertropics surface DJF 9.237382 +clt innertropics surface year 7.635905 clt nino34 surface MAM 14.391496 clt nino34 surface JJA 18.250008 clt nino34 surface SON 13.2544 clt nino34 surface DJF 9.539262 +clt nino34 surface year 12.9163065 clt southmid surface MAM 6.0553894 clt southmid surface JJA 4.3125305 clt southmid surface SON 5.7970595 clt southmid surface DJF 7.0640893 +clt southmid surface year 5.288676 clt antarctic surface MAM 26.764185 clt antarctic surface JJA 30.261984 clt antarctic surface SON 24.004568 clt antarctic surface DJF 15.632751 +clt antarctic surface year 23.629374 +pr Atlantic_Basin surface MAM 6.306871e-06 +pr Atlantic_Basin surface JJA 9.0341055e-06 +pr Atlantic_Basin surface SON 6.2854588e-06 +pr Atlantic_Basin surface DJF 7.111909e-06 +pr Atlantic_Basin surface year 5.5172623e-06 +pr Pacific_Basin surface MAM 1.2629228e-05 +pr Pacific_Basin surface JJA 1.2734577e-05 +pr Pacific_Basin surface SON 1.0930499e-05 +pr Pacific_Basin surface DJF 1.1836255e-05 +pr Pacific_Basin surface year 9.167923e-06 +pr Indian_Basin surface MAM 1.2975592e-05 +pr Indian_Basin surface JJA 1.2075359e-05 +pr Indian_Basin surface SON 1.3810442e-05 +pr Indian_Basin surface DJF 1.6470376e-05 +pr Indian_Basin surface year 1.0445543e-05 +pr Arctic_Basin surface MAM 2.4967578e-06 +pr Arctic_Basin surface JJA 2.0131627e-06 +pr Arctic_Basin surface SON 3.693148e-06 +pr Arctic_Basin surface DJF 2.517991e-06 +pr Arctic_Basin surface year 2.4818462e-06 +pr Southern_Ocean_Basin surface MAM 5.1624866e-06 +pr Southern_Ocean_Basin surface JJA 6.1243504e-06 +pr Southern_Ocean_Basin surface SON 4.4755734e-06 +pr Southern_Ocean_Basin surface DJF 2.7138044e-06 +pr Southern_Ocean_Basin surface year 3.7168888e-06 +pr Mediterranean_Basin surface MAM 5.3400336e-06 +pr Mediterranean_Basin surface JJA 4.941431e-06 +pr Mediterranean_Basin surface SON 5.0640815e-06 +pr Mediterranean_Basin surface DJF 5.501026e-06 +pr Mediterranean_Basin surface year 4.5951583e-06 +pr Asia surface MAM 7.754079e-06 +pr Asia surface JJA 1.1482347e-05 +pr Asia surface SON 6.7959704e-06 +pr Asia surface DJF 5.6030544e-06 +pr Asia surface year 7.0026804e-06 +pr North_America surface MAM 4.854614e-06 +pr North_America surface JJA 6.696259e-06 +pr North_America surface SON 6.2887957e-06 +pr North_America surface DJF 5.5782025e-06 +pr North_America surface year 5.10222e-06 +pr Europe surface MAM 3.1793763e-06 +pr Europe surface JJA 6.441961e-06 +pr Europe surface SON 4.5064066e-06 +pr Europe surface DJF 4.9282294e-06 +pr Europe surface year 4.2540305e-06 +pr Africa surface MAM 8.554483e-06 +pr Africa surface JJA 7.001187e-06 +pr Africa surface SON 7.2003622e-06 +pr Africa surface DJF 8.704702e-06 +pr Africa surface year 5.9212216e-06 +pr South_America surface MAM 1.8401019e-05 +pr South_America surface JJA 1.5037922e-05 +pr South_America surface SON 1.4464578e-05 +pr South_America surface DJF 2.0974436e-05 +pr South_America surface year 1.454814e-05 +pr Oceania surface MAM 3.486371e-06 +pr Oceania surface JJA 8.9619925e-06 +pr Oceania surface SON 7.614208e-06 +pr Oceania surface DJF 4.5116813e-06 +pr Oceania surface year 4.4743733e-06 +pr Australia surface MAM 6.5936642e-06 +pr Australia surface JJA 2.85313e-06 +pr Australia surface SON 2.8366755e-06 +pr Australia surface DJF 1.12929365e-05 +pr Australia surface year 5.303073e-06 +pr Antarctica surface MAM 1.8646194e-06 +pr Antarctica surface JJA 2.6469995e-06 +pr Antarctica surface SON 2.1794995e-06 +pr Antarctica surface DJF 1.0669233e-06 +pr Antarctica surface year 1.6281112e-06 pr glob surface MAM 7.5437874e-06 -pr glob surface JJA 8.336144e-06 +pr glob surface JJA 8.336143e-06 pr glob surface SON 7.0586775e-06 -pr glob surface DJF 7.181008e-06 -pr arctic surface MAM 2.8397858e-06 +pr glob surface DJF 7.1810077e-06 +pr glob surface year 6.002132e-06 +pr arctic surface MAM 2.8397856e-06 pr arctic surface JJA 3.3448498e-06 pr arctic surface SON 4.6165933e-06 pr arctic surface DJF 3.6363465e-06 +pr arctic surface year 3.3197314e-06 pr northmid surface MAM 4.947844e-06 pr northmid surface JJA 6.2788476e-06 pr northmid surface SON 4.613503e-06 -pr northmid surface DJF 6.4886976e-06 +pr northmid surface DJF 6.488698e-06 +pr northmid surface year 4.3357936e-06 pr tropics surface MAM 1.41893015e-05 pr tropics surface JJA 1.4488728e-05 pr tropics surface SON 1.2667953e-05 pr tropics surface DJF 1.3769715e-05 -pr innertropics surface MAM 1.9903593e-05 +pr tropics surface year 1.0843273e-05 +pr innertropics surface MAM 1.9903591e-05 pr innertropics surface JJA 2.002931e-05 pr innertropics surface SON 1.7887187e-05 pr innertropics surface DJF 1.9025789e-05 +pr innertropics surface year 1.50605865e-05 pr nino34 surface MAM 1.841928e-05 pr nino34 surface JJA 2.5387302e-05 -pr nino34 surface SON 5.572396e-06 +pr nino34 surface SON 5.5723963e-06 pr nino34 surface DJF 8.056571e-06 +pr nino34 surface year 1.0327174e-05 pr southmid surface MAM 5.235346e-06 pr southmid surface JJA 6.911045e-06 -pr southmid surface SON 4.3072255e-06 +pr southmid surface SON 4.307226e-06 pr southmid surface DJF 3.5939404e-06 +pr southmid surface year 3.7012687e-06 pr antarctic surface MAM 3.7528441e-06 pr antarctic surface JJA 4.705701e-06 -pr antarctic surface SON 3.667947e-06 +pr antarctic surface SON 3.6679473e-06 pr antarctic surface DJF 1.7450733e-06 +pr antarctic surface year 3.0352192e-06 +rlut Atlantic_Basin surface MAM 4.5116973 +rlut Atlantic_Basin surface JJA 4.128487 +rlut Atlantic_Basin surface SON 4.068441 +rlut Atlantic_Basin surface DJF 5.2631283 +rlut Atlantic_Basin surface year 2.948211 +rlut Pacific_Basin surface MAM 6.8166656 +rlut Pacific_Basin surface JJA 5.759999 +rlut Pacific_Basin surface SON 4.336772 +rlut Pacific_Basin surface DJF 5.1913958 +rlut Pacific_Basin surface year 3.495758 +rlut Indian_Basin surface MAM 9.127412 +rlut Indian_Basin surface JJA 8.072303 +rlut Indian_Basin surface SON 7.719922 +rlut Indian_Basin surface DJF 10.644675 +rlut Indian_Basin surface year 6.2519484 +rlut Arctic_Basin surface MAM 4.015132 +rlut Arctic_Basin surface JJA 3.0306396 +rlut Arctic_Basin surface SON 11.413018 +rlut Arctic_Basin surface DJF 3.3241816 +rlut Arctic_Basin surface year 3.225899 +rlut Southern_Ocean_Basin surface MAM 3.245729 +rlut Southern_Ocean_Basin surface JJA 7.5812063 +rlut Southern_Ocean_Basin surface SON 4.3190336 +rlut Southern_Ocean_Basin surface DJF 3.537117 +rlut Southern_Ocean_Basin surface year 3.0607607 +rlut Mediterranean_Basin surface MAM 1.9686956 +rlut Mediterranean_Basin surface JJA 2.8053536 +rlut Mediterranean_Basin surface SON 2.3489978 +rlut Mediterranean_Basin surface DJF 1.1875033 +rlut Mediterranean_Basin surface year 1.8723866 +rlut Asia surface MAM 6.0700955 +rlut Asia surface JJA 5.8552966 +rlut Asia surface SON 3.6477225 +rlut Asia surface DJF 4.19621 +rlut Asia surface year 2.563259 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tropics surface year 0.1043749 tos innertropics surface MAM 0.15713216 tos innertropics surface JJA 0.15509894 -tos innertropics surface SON 0.1367165 +tos innertropics surface SON 0.13671651 tos innertropics surface DJF 0.14575063 +tos innertropics surface year 0.11671778 tos nino34 surface MAM 0.3564609 tos nino34 surface JJA 0.3158727 tos nino34 surface SON 0.14580843 -tos nino34 surface DJF 0.22929978 -tos southmid surface MAM 0.19994462 +tos nino34 surface DJF 0.2292998 +tos nino34 surface year 0.2581474 +tos southmid surface MAM 0.19994463 tos southmid surface JJA 0.1545951 -tos southmid surface SON 0.15546021 +tos southmid surface SON 0.15546022 tos southmid surface DJF 0.243983 +tos southmid surface year 0.14072601 tos antarctic surface MAM 0.53895724 tos antarctic surface JJA 0.16113111 tos antarctic surface SON 0.13477305 tos antarctic surface DJF 0.9906881 +tos antarctic surface year 0.41441286 +thetao Atlantic_Basin 10m MAM 1.0803066 +thetao Atlantic_Basin 10m JJA 0.919583 +thetao Atlantic_Basin 10m SON 0.8958523 +thetao Atlantic_Basin 10m DJF 0.92383987 +thetao Atlantic_Basin 10m year 0.77395886 +thetao Atlantic_Basin 100m MAM 1.2100418 +thetao Atlantic_Basin 100m JJA 1.1824692 +thetao Atlantic_Basin 100m SON 1.1561557 +thetao Atlantic_Basin 100m DJF 1.1630918 +thetao Atlantic_Basin 100m year 1.1206218 +thetao Atlantic_Basin 1000m MAM 3.2833085 +thetao Atlantic_Basin 1000m JJA 3.2937448 +thetao Atlantic_Basin 1000m SON 3.2991664 +thetao Atlantic_Basin 1000m DJF 3.271816 +thetao Atlantic_Basin 1000m year 3.2868397 +thetao Pacific_Basin 10m MAM 0.8268226 +thetao Pacific_Basin 10m JJA 0.98278034 +thetao Pacific_Basin 10m SON 0.87183505 +thetao Pacific_Basin 10m DJF 0.8358266 +thetao Pacific_Basin 10m year 0.8293877 +thetao Pacific_Basin 100m MAM 1.1363698 +thetao Pacific_Basin 100m JJA 1.2525706 +thetao Pacific_Basin 100m SON 1.1511655 +thetao Pacific_Basin 100m DJF 1.0774132 +thetao Pacific_Basin 100m year 1.1095581 +thetao Pacific_Basin 1000m MAM 1.8803574 +thetao Pacific_Basin 1000m JJA 1.8881764 +thetao Pacific_Basin 1000m SON 1.8855098 +thetao Pacific_Basin 1000m DJF 1.880426 +thetao Pacific_Basin 1000m year 1.8836178 +thetao Indian_Basin 10m MAM 0.6434468 +thetao Indian_Basin 10m JJA 0.6538121 +thetao Indian_Basin 10m SON 0.6184679 +thetao Indian_Basin 10m DJF 0.6811651 +thetao Indian_Basin 10m year 0.5712523 +thetao Indian_Basin 100m MAM 1.422375 +thetao Indian_Basin 100m JJA 1.7937744 +thetao Indian_Basin 100m SON 1.9541298 +thetao Indian_Basin 100m DJF 1.569322 +thetao Indian_Basin 100m year 1.638126 +thetao Indian_Basin 1000m MAM 1.1882468 +thetao Indian_Basin 1000m JJA 1.1905296 +thetao Indian_Basin 1000m SON 1.1972519 +thetao Indian_Basin 1000m DJF 1.178492 +thetao Indian_Basin 1000m year 1.1874405 +thetao Arctic_Basin 10m MAM 0.49671087 +thetao Arctic_Basin 10m JJA 1.1583178 +thetao Arctic_Basin 10m SON 1.6348903 +thetao Arctic_Basin 10m DJF 0.51436806 +thetao Arctic_Basin 10m year 0.6953708 +thetao Arctic_Basin 100m MAM 0.469672 +thetao Arctic_Basin 100m JJA 0.4922882 +thetao Arctic_Basin 100m SON 0.5061869 +thetao Arctic_Basin 100m DJF 0.54678386 +thetao Arctic_Basin 100m year 0.45749825 +thetao Arctic_Basin 1000m MAM 2.8562598 +thetao Arctic_Basin 1000m JJA 2.8726015 +thetao Arctic_Basin 1000m SON 2.8642304 +thetao Arctic_Basin 1000m DJF 2.8513114 +thetao Arctic_Basin 1000m year 2.861101 +thetao Southern_Ocean_Basin 10m MAM 1.7240299 +thetao Southern_Ocean_Basin 10m JJA 1.1080424 +thetao Southern_Ocean_Basin 10m SON 1.0771314 +thetao Southern_Ocean_Basin 10m DJF 1.9441122 +thetao Southern_Ocean_Basin 10m year 1.37241 +thetao Southern_Ocean_Basin 100m MAM 1.1972102 +thetao Southern_Ocean_Basin 100m JJA 1.2900646 +thetao Southern_Ocean_Basin 100m SON 1.161787 +thetao Southern_Ocean_Basin 100m DJF 1.213842 +thetao Southern_Ocean_Basin 100m year 1.1928097 +thetao Southern_Ocean_Basin 1000m MAM 1.1025602 +thetao Southern_Ocean_Basin 1000m JJA 1.1039908 +thetao Southern_Ocean_Basin 1000m SON 1.095183 +thetao Southern_Ocean_Basin 1000m DJF 1.0935607 +thetao Southern_Ocean_Basin 1000m year 1.098681 +thetao Mediterranean_Basin 10m MAM 0.43936673 +thetao Mediterranean_Basin 10m JJA 1.2016511 +thetao Mediterranean_Basin 10m SON 0.67885906 +thetao Mediterranean_Basin 10m DJF 0.4775748 +thetao Mediterranean_Basin 10m year 0.65780497 +thetao Mediterranean_Basin 100m MAM 0.50774646 +thetao Mediterranean_Basin 100m JJA 0.38469172 +thetao Mediterranean_Basin 100m SON 0.4068459 +thetao Mediterranean_Basin 100m DJF 0.48209503 +thetao Mediterranean_Basin 100m year 0.41662765 +thetao Mediterranean_Basin 1000m MAM 0.49993363 +thetao Mediterranean_Basin 1000m JJA 0.5037203 +thetao Mediterranean_Basin 1000m SON 0.5066665 +thetao Mediterranean_Basin 1000m DJF 0.50397044 +thetao Mediterranean_Basin 1000m year 0.50357133 +thetao Asia 10m MAM 1.794295 +thetao Asia 10m JJA 1.9823698 +thetao Asia 10m SON 3.0724828 +thetao Asia 10m DJF 2.3050754 +thetao Asia 10m year 1.4260838 +thetao Asia 100m MAM 0.9178359 +thetao Asia 100m JJA 1.3238308 +thetao Asia 100m SON 1.0349196 +thetao Asia 100m DJF 0.6590185 +thetao Asia 100m year 0.64928406 +thetao Asia 1000m MAM nan +thetao Asia 1000m JJA nan +thetao Asia 1000m SON nan +thetao Asia 1000m DJF nan +thetao Asia 1000m year nan +thetao North_America 10m MAM 1.1883986 +thetao North_America 10m JJA 1.3065428 +thetao North_America 10m SON 1.4989028 +thetao North_America 10m DJF 1.0731385 +thetao North_America 10m year 0.80273557 +thetao North_America 100m MAM 0.45964167 +thetao North_America 100m JJA 0.40435347 +thetao North_America 100m SON 0.47243991 +thetao North_America 100m DJF 0.58554244 +thetao North_America 100m year 0.48050472 +thetao North_America 1000m MAM nan +thetao North_America 1000m JJA nan +thetao North_America 1000m SON nan +thetao North_America 1000m DJF nan +thetao North_America 1000m year nan +thetao Europe 10m MAM 1.0311606 +thetao Europe 10m JJA 1.6958895 +thetao Europe 10m SON 1.6656251 +thetao Europe 10m DJF 2.1921449 +thetao Europe 10m year 0.88101864 +thetao Europe 100m MAM 0.72890806 +thetao Europe 100m JJA 0.76499414 +thetao Europe 100m SON 0.91682005 +thetao Europe 100m DJF 0.6904731 +thetao Europe 100m year 0.77529144 +thetao Europe 1000m MAM nan +thetao Europe 1000m JJA nan +thetao Europe 1000m SON nan +thetao Europe 1000m DJF nan +thetao Europe 1000m year nan +thetao Africa 10m MAM nan +thetao Africa 10m JJA nan +thetao Africa 10m SON nan +thetao Africa 10m DJF nan +thetao Africa 10m year nan +thetao Africa 100m MAM nan +thetao Africa 100m JJA nan +thetao Africa 100m SON nan +thetao Africa 100m DJF nan +thetao Africa 100m year nan +thetao Africa 1000m MAM nan +thetao Africa 1000m JJA nan +thetao Africa 1000m SON nan +thetao Africa 1000m DJF nan +thetao Africa 1000m year nan +thetao South_America 10m MAM 0.7160487 +thetao South_America 10m JJA 0.6246748 +thetao South_America 10m SON 0.6205926 +thetao South_America 10m DJF 1.019454 +thetao South_America 10m year 0.54315853 +thetao South_America 100m MAM nan +thetao South_America 100m JJA nan +thetao South_America 100m SON nan +thetao South_America 100m DJF nan +thetao South_America 100m year nan +thetao South_America 1000m MAM nan +thetao South_America 1000m JJA nan +thetao South_America 1000m SON nan +thetao South_America 1000m DJF nan +thetao South_America 1000m year nan +thetao Oceania 10m MAM nan +thetao Oceania 10m JJA nan +thetao Oceania 10m SON nan +thetao Oceania 10m DJF nan +thetao Oceania 10m year nan +thetao Oceania 100m MAM nan +thetao Oceania 100m JJA nan +thetao Oceania 100m SON nan +thetao Oceania 100m DJF nan +thetao Oceania 100m year nan +thetao Oceania 1000m MAM nan +thetao Oceania 1000m JJA nan +thetao Oceania 1000m SON nan +thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan +thetao Australia 10m MAM 0.22427177 +thetao Australia 10m JJA 0.7074261 +thetao Australia 10m SON 1.1039495 +thetao Australia 10m DJF 0.21612167 +thetao Australia 10m year 0.34754372 +thetao Australia 100m MAM nan +thetao Australia 100m JJA nan +thetao Australia 100m SON nan +thetao Australia 100m DJF nan +thetao Australia 100m year nan +thetao Australia 1000m MAM nan +thetao Australia 1000m JJA nan +thetao Australia 1000m SON nan +thetao Australia 1000m DJF nan +thetao Australia 1000m year nan +thetao Antarctica 10m MAM 3.0853865 +thetao Antarctica 10m JJA 1.3392656 +thetao Antarctica 10m SON 1.2459706 +thetao Antarctica 10m DJF 3.7428555 +thetao Antarctica 10m year 2.3533697 +thetao Antarctica 100m MAM 0.6254094 +thetao Antarctica 100m JJA 1.2707345 +thetao Antarctica 100m SON 0.9398385 +thetao Antarctica 100m DJF 0.98608303 +thetao Antarctica 100m year 0.9555011 +thetao Antarctica 1000m MAM nan +thetao Antarctica 1000m JJA nan +thetao Antarctica 1000m SON nan +thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 1.0664945 thetao glob 10m JJA 0.9960998 -thetao glob 10m SON 0.9980122 +thetao glob 10m SON 0.99801207 thetao glob 10m DJF 1.1090984 +thetao glob 10m year 0.9287487 thetao glob 100m MAM 1.123958 thetao glob 100m JJA 1.2222853 -thetao glob 100m SON 1.1673105 +thetao glob 100m SON 1.1673106 thetao glob 100m DJF 1.1245017 +thetao glob 100m year 1.1183287 thetao glob 1000m MAM 1.8863065 thetao glob 1000m JJA 1.8927205 thetao glob 1000m SON 1.8901246 thetao glob 1000m DJF 1.8803395 +thetao glob 1000m year 1.8871733 thetao arctic 10m MAM 0.69197357 -thetao arctic 10m JJA 1.1465955 -thetao arctic 10m SON 1.5994093 +thetao arctic 10m JJA 1.1465956 +thetao arctic 10m SON 1.5994092 thetao arctic 10m DJF 0.61127377 -thetao arctic 100m MAM 0.70322186 -thetao arctic 100m JJA 0.6172854 -thetao arctic 100m SON 0.6120116 +thetao arctic 10m year 0.71312577 +thetao arctic 100m MAM 0.7032219 +thetao arctic 100m JJA 0.61728543 +thetao arctic 100m SON 0.6120117 thetao arctic 100m DJF 0.6622932 +thetao arctic 100m year 0.5880454 thetao arctic 1000m MAM 2.9677434 thetao arctic 1000m JJA 2.984832 thetao arctic 1000m SON 2.9779825 thetao arctic 1000m DJF 2.9650257 -thetao northmid 10m MAM 1.4719294 +thetao arctic 1000m year 2.9738958 +thetao northmid 10m MAM 1.4719296 thetao northmid 10m JJA 1.7228646 -thetao northmid 10m SON 1.4981395 +thetao northmid 10m SON 1.4981396 thetao northmid 10m DJF 1.365306 -thetao northmid 100m MAM 1.4071816 +thetao northmid 10m year 1.4110055 +thetao northmid 100m MAM 1.4071817 thetao northmid 100m JJA 1.5077235 -thetao northmid 100m SON 1.59844 -thetao northmid 100m DJF 1.4925143 +thetao northmid 100m SON 1.5984403 +thetao northmid 100m DJF 1.4925141 +thetao northmid 100m year 1.4797227 thetao northmid 1000m MAM 2.4296744 thetao northmid 1000m JJA 2.4412696 thetao northmid 1000m SON 2.4441097 thetao northmid 1000m DJF 2.4319196 +thetao northmid 1000m year 2.4364815 thetao tropics 10m MAM 0.62669164 thetao tropics 10m JJA 0.71061194 thetao tropics 10m SON 0.6307231 thetao tropics 10m DJF 0.6281054 +thetao tropics 10m year 0.5845036 thetao tropics 100m MAM 1.1959633 thetao tropics 100m JJA 1.3993607 -thetao tropics 100m SON 1.3544139 +thetao tropics 100m SON 1.354414 thetao tropics 100m DJF 1.1970621 +thetao tropics 100m year 1.2319871 thetao tropics 1000m MAM 2.0882452 -thetao tropics 1000m JJA 2.0963871 +thetao tropics 1000m JJA 2.096387 thetao tropics 1000m SON 2.09462 thetao tropics 1000m DJF 2.0835648 +thetao tropics 1000m year 2.090611 thetao innertropics 10m MAM 0.6581018 thetao innertropics 10m JJA 0.78412116 thetao innertropics 10m SON 0.66579473 thetao innertropics 10m DJF 0.70942914 -thetao innertropics 100m MAM 1.5926892 +thetao innertropics 10m year 0.63924366 +thetao innertropics 100m MAM 1.592689 thetao innertropics 100m JJA 1.8834709 -thetao innertropics 100m SON 1.8468318 +thetao innertropics 100m SON 1.8468319 thetao innertropics 100m DJF 1.588809 +thetao innertropics 100m year 1.6525066 thetao innertropics 1000m MAM 2.0220826 thetao innertropics 1000m JJA 2.0245132 thetao innertropics 1000m SON 2.0250895 thetao innertropics 1000m DJF 2.0191522 +thetao innertropics 1000m year 2.0226529 thetao nino34 10m MAM 0.7279855 thetao nino34 10m JJA 0.8683368 thetao nino34 10m SON 0.1727335 thetao nino34 10m DJF 0.5530637 +thetao nino34 10m year 0.5259093 thetao nino34 100m MAM 1.8170698 thetao nino34 100m JJA 1.5953326 thetao nino34 100m SON 0.3907554 thetao nino34 100m DJF 0.9937013 +thetao nino34 100m year 1.137382 thetao nino34 1000m MAM 1.8908833 thetao nino34 1000m JJA 1.8775235 thetao nino34 1000m SON 1.8642019 -thetao nino34 1000m DJF 1.8617768 +thetao nino34 1000m DJF 1.8617767 +thetao nino34 1000m year 1.8735961 thetao southmid 10m MAM 1.4574456 thetao southmid 10m JJA 1.0848368 thetao southmid 10m SON 1.1279571 thetao southmid 10m DJF 1.5922612 +thetao southmid 10m year 1.2498798 thetao southmid 100m MAM 1.230074 thetao southmid 100m JJA 1.2372141 thetao southmid 100m SON 1.1910044 thetao southmid 100m DJF 1.2421255 +thetao southmid 100m year 1.2018908 thetao southmid 1000m MAM 1.3108003 thetao southmid 1000m JJA 1.3140295 thetao southmid 1000m SON 1.3042411 thetao southmid 1000m DJF 1.2944163 +thetao southmid 1000m year 1.3053783 thetao antarctic 10m MAM 1.8010367 thetao antarctic 10m JJA 0.69362223 thetao antarctic 10m SON 0.54002714 thetao antarctic 10m DJF 2.1864414 +thetao antarctic 10m year 1.1496508 thetao antarctic 100m MAM 0.8783593 thetao antarctic 100m JJA 0.99755883 thetao antarctic 100m SON 0.65136117 thetao antarctic 100m DJF 0.77038026 +thetao antarctic 100m year 0.7849775 thetao antarctic 1000m MAM 0.9162196 thetao antarctic 1000m JJA 0.9022932 thetao antarctic 1000m SON 0.91260177 thetao antarctic 1000m DJF 0.9191457 +thetao antarctic 1000m year 0.91253895 +so Atlantic_Basin 10m MAM 0.63208336 +so Atlantic_Basin 10m JJA 0.77168864 +so Atlantic_Basin 10m SON 0.7219087 +so Atlantic_Basin 10m DJF 0.6565072 +so Atlantic_Basin 10m year 0.6816196 +so Atlantic_Basin 100m MAM 0.42741644 +so Atlantic_Basin 100m JJA 0.40516204 +so Atlantic_Basin 100m SON 0.38977426 +so Atlantic_Basin 100m DJF 0.40430823 +so Atlantic_Basin 100m year 0.40200832 +so Atlantic_Basin 1000m MAM 0.36975572 +so Atlantic_Basin 1000m JJA 0.3694379 +so Atlantic_Basin 1000m SON 0.3706258 +so Atlantic_Basin 1000m DJF 0.369532 +so Atlantic_Basin 1000m year 0.3698231 +so Pacific_Basin 10m MAM 0.31438804 +so Pacific_Basin 10m JJA 0.31631097 +so Pacific_Basin 10m SON 0.30925086 +so Pacific_Basin 10m DJF 0.31011683 +so Pacific_Basin 10m year 0.30159622 +so Pacific_Basin 100m MAM 0.22832637 +so Pacific_Basin 100m JJA 0.22733238 +so Pacific_Basin 100m SON 0.22347866 +so Pacific_Basin 100m DJF 0.22596894 +so Pacific_Basin 100m year 0.22397205 +so Pacific_Basin 1000m MAM 0.0628599 +so Pacific_Basin 1000m JJA 0.06252648 +so Pacific_Basin 1000m SON 0.06240313 +so Pacific_Basin 1000m DJF 0.0626992 +so Pacific_Basin 1000m year 0.06257007 +so Indian_Basin 10m MAM 0.2980275 +so Indian_Basin 10m JJA 0.3077281 +so Indian_Basin 10m SON 0.34110692 +so Indian_Basin 10m DJF 0.3146856 +so Indian_Basin 10m year 0.29837233 +so Indian_Basin 100m MAM 0.23398708 +so Indian_Basin 100m JJA 0.2415046 +so Indian_Basin 100m SON 0.2518856 +so Indian_Basin 100m DJF 0.24413213 +so Indian_Basin 100m year 0.23764603 +so Indian_Basin 1000m MAM 0.09183764 +so Indian_Basin 1000m JJA 0.094202176 +so Indian_Basin 1000m SON 0.09337372 +so Indian_Basin 1000m DJF 0.09418923 +so Indian_Basin 1000m year 0.09338157 +so Arctic_Basin 10m MAM 1.0193526 +so Arctic_Basin 10m JJA 1.6197662 +so Arctic_Basin 10m SON 1.5278336 +so Arctic_Basin 10m DJF 1.2626408 +so Arctic_Basin 10m year 1.3070128 +so Arctic_Basin 100m MAM 1.4996488 +so Arctic_Basin 100m JJA 1.4823943 +so Arctic_Basin 100m SON 1.4876014 +so Arctic_Basin 100m DJF 1.3952177 +so Arctic_Basin 100m year 1.466141 +so Arctic_Basin 1000m MAM 0.0423652 +so Arctic_Basin 1000m JJA 0.048016146 +so Arctic_Basin 1000m SON 0.048016816 +so Arctic_Basin 1000m DJF 0.039017953 +so Arctic_Basin 1000m year 0.044344936 +so Southern_Ocean_Basin 10m MAM 0.3347792 +so Southern_Ocean_Basin 10m JJA 0.27063802 +so Southern_Ocean_Basin 10m SON 0.24191351 +so Southern_Ocean_Basin 10m DJF 0.34372407 +so Southern_Ocean_Basin 10m year 0.2949275 +so Southern_Ocean_Basin 100m MAM 0.22455218 +so Southern_Ocean_Basin 100m JJA 0.26330903 +so Southern_Ocean_Basin 100m SON 0.28292763 +so Southern_Ocean_Basin 100m DJF 0.25407213 +so Southern_Ocean_Basin 100m year 0.2533266 +so Southern_Ocean_Basin 1000m MAM 0.053989816 +so Southern_Ocean_Basin 1000m JJA 0.05311744 +so Southern_Ocean_Basin 1000m SON 0.053279124 +so Southern_Ocean_Basin 1000m DJF 0.05296504 +so Southern_Ocean_Basin 1000m year 0.05321389 +so Mediterranean_Basin 10m MAM 2.5951715 +so Mediterranean_Basin 10m JJA 2.463434 +so Mediterranean_Basin 10m SON 2.4668562 +so Mediterranean_Basin 10m DJF 2.6493897 +so Mediterranean_Basin 10m year 2.541728 +so Mediterranean_Basin 100m MAM 2.7505429 +so Mediterranean_Basin 100m JJA 2.7791975 +so Mediterranean_Basin 100m SON 2.789099 +so Mediterranean_Basin 100m DJF 2.7774394 +so Mediterranean_Basin 100m year 2.7740695 +so Mediterranean_Basin 1000m MAM 3.1598232 +so Mediterranean_Basin 1000m JJA 3.152186 +so Mediterranean_Basin 1000m SON 3.1618786 +so Mediterranean_Basin 1000m DJF 3.1664333 +so Mediterranean_Basin 1000m year 3.16008 +so Asia 10m MAM 11.760731 +so Asia 10m JJA 12.113522 +so Asia 10m SON 11.761934 +so Asia 10m DJF 11.494689 +so Asia 10m year 11.782719 +so Asia 100m MAM 0.3817253 +so Asia 100m JJA 0.4212227 +so Asia 100m SON 0.38824463 +so Asia 100m DJF 0.35226822 +so Asia 100m year 0.38586426 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 1.5253022 +so North_America 10m JJA 1.7029438 +so North_America 10m SON 1.4722297 +so North_America 10m DJF 1.5864213 +so North_America 10m year 1.4041977 +so North_America 100m MAM 0.59130985 +so North_America 100m JJA 0.6593895 +so North_America 100m SON 0.5020892 +so North_America 100m DJF 0.52399826 +so North_America 100m year 0.5691967 +so North_America 1000m MAM nan +so North_America 1000m JJA nan +so North_America 1000m SON nan +so North_America 1000m DJF nan +so North_America 1000m year nan +so Europe 10m MAM 11.214489 +so Europe 10m JJA 11.959559 +so Europe 10m SON 11.879566 +so Europe 10m DJF 11.22086 +so Europe 10m year 11.56862 +so Europe 100m MAM 2.4336243 +so Europe 100m JJA 2.40617 +so Europe 100m SON 2.3575 +so Europe 100m DJF 2.46657 +so Europe 100m year 2.415966 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 0.2945156 +so South_America 10m JJA 0.38365936 +so South_America 10m SON 0.36561775 +so South_America 10m DJF 0.036790848 +so South_America 10m year 0.25175095 +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 0.73145294 +so Australia 10m JJA 0.7344971 +so Australia 10m SON 0.80426407 +so Australia 10m DJF 0.79162216 +so Australia 10m year 0.76545906 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.5534363 +so Antarctica 10m JJA 0.5131798 +so Antarctica 10m SON 0.4762802 +so Antarctica 10m DJF 0.50915146 +so Antarctica 10m year 0.51301575 +so Antarctica 100m MAM 0.104595184 +so Antarctica 100m JJA 0.21939087 +so Antarctica 100m SON 0.33392715 +so Antarctica 100m DJF 0.22393417 +so Antarctica 100m year 0.22045898 +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.49471 so glob 10m JJA 0.5722788 so glob 10m SON 0.5452816 so glob 10m DJF 0.5296609 +so glob 10m year 0.5210655 so glob 100m MAM 0.40456632 so glob 100m JJA 0.41055122 so glob 100m SON 0.4136727 -so glob 100m DJF 0.3986011 +so glob 100m DJF 0.39860108 +so glob 100m year 0.40388373 so glob 1000m MAM 0.12144152 -so glob 1000m JJA 0.121726304 +so glob 1000m JJA 0.12172632 so glob 1000m SON 0.121855155 so glob 1000m DJF 0.1210385 -so arctic 10m MAM 1.0365783 +so glob 1000m year 0.121455275 +so arctic 10m MAM 1.0365782 so arctic 10m JJA 1.5825896 so arctic 10m SON 1.4689049 -so arctic 10m DJF 1.2556814 +so arctic 10m DJF 1.2556813 +so arctic 10m year 1.2917266 so arctic 100m MAM 1.3390008 -so arctic 100m JJA 1.3127867 +so arctic 100m JJA 1.3127866 so arctic 100m SON 1.3075638 so arctic 100m DJF 1.2466058 +so arctic 100m year 1.3010613 so arctic 1000m MAM 0.055903196 so arctic 1000m JJA 0.06104149 so arctic 1000m SON 0.06123803 so arctic 1000m DJF 0.05313537 +so arctic 1000m year 0.057821576 so northmid 10m MAM 0.9638791 so northmid 10m JJA 1.0485145 so northmid 10m SON 1.029362 -so northmid 10m DJF 0.97520494 +so northmid 10m DJF 0.9752049 +so northmid 10m year 1.0014255 so northmid 100m MAM 0.5843858 so northmid 100m JJA 0.5521808 -so northmid 100m SON 0.5393661 +so northmid 100m SON 0.5393662 so northmid 100m DJF 0.568042 -so northmid 1000m MAM 0.26147804 +so northmid 100m year 0.5591363 +so northmid 1000m MAM 0.261478 so northmid 1000m JJA 0.26123887 so northmid 1000m SON 0.26178017 so northmid 1000m DJF 0.25993156 +so northmid 1000m year 0.26106283 so tropics 10m MAM 0.28783098 so tropics 10m JJA 0.30075905 so tropics 10m SON 0.2988239 so tropics 10m DJF 0.2808515 +so tropics 10m year 0.27431616 so tropics 100m MAM 0.1861084 so tropics 100m JJA 0.19473806 so tropics 100m SON 0.19600445 so tropics 100m DJF 0.18750516 +so tropics 100m year 0.18647474 so tropics 1000m MAM 0.15329683 so tropics 1000m JJA 0.15367587 so tropics 1000m SON 0.15359856 so tropics 1000m DJF 0.15381162 -so innertropics 10m MAM 0.33340234 +so tropics 1000m year 0.15356529 +so innertropics 10m MAM 0.33340237 so innertropics 10m JJA 0.34838685 so innertropics 10m SON 0.3396193 so innertropics 10m DJF 0.31896165 +so innertropics 10m year 0.30771565 so innertropics 100m MAM 0.1895303 so innertropics 100m JJA 0.19630349 -so innertropics 100m SON 0.2011741 +so innertropics 100m SON 0.20117408 so innertropics 100m DJF 0.18873687 +so innertropics 100m year 0.18787198 so innertropics 1000m MAM 0.14090253 so innertropics 1000m JJA 0.141449 so innertropics 1000m SON 0.14110932 so innertropics 1000m DJF 0.14081204 +so innertropics 1000m year 0.14103895 so nino34 10m MAM 0.057344373 so nino34 10m JJA 0.078968875 so nino34 10m SON 0.06335681 so nino34 10m DJF 0.032206025 +so nino34 10m year 0.047261048 so nino34 100m MAM 0.073638186 so nino34 100m JJA 0.0852547 so nino34 100m SON 0.06607844 so nino34 100m DJF 0.06701349 +so nino34 100m year 0.066848055 so nino34 1000m MAM 0.049396865 so nino34 1000m JJA 0.04971517 so nino34 1000m SON 0.048216566 so nino34 1000m DJF 0.04976457 +so nino34 1000m year 0.049273457 so southmid 10m MAM 0.29141116 so southmid 10m JJA 0.27918312 so southmid 10m SON 0.2659167 so southmid 10m DJF 0.2784672 +so southmid 10m year 0.27639532 so southmid 100m MAM 0.2508159 so southmid 100m JJA 0.26924324 so southmid 100m SON 0.26611188 so southmid 100m DJF 0.25903368 +so southmid 100m year 0.25910205 so southmid 1000m MAM 0.069531046 so southmid 1000m JJA 0.06832689 so southmid 1000m SON 0.06830298 so southmid 1000m DJF 0.06936524 +so southmid 1000m year 0.06878389 so antarctic 10m MAM 0.4613014 so antarctic 10m JJA 0.2909541 so antarctic 10m SON 0.24291676 so antarctic 10m DJF 0.5394264 +so antarctic 10m year 0.37996367 so antarctic 100m MAM 0.24073637 so antarctic 100m JJA 0.2924253 so antarctic 100m SON 0.35022473 so antarctic 100m DJF 0.2947643 +so antarctic 100m year 0.29143372 so antarctic 1000m MAM 0.029734645 so antarctic 1000m JJA 0.029805964 so antarctic 1000m SON 0.030059049 so antarctic 1000m DJF 0.028754162 +so antarctic 1000m year 0.029432619 diff --git a/eval/NCEP2/CMCC-CM2-SR5.csv b/eval/NCEP2/CMCC-CM2-SR5.csv index d69eb5b..092e450 100644 --- a/eval/NCEP2/CMCC-CM2-SR5.csv +++ b/eval/NCEP2/CMCC-CM2-SR5.csv @@ -1,577 +1,1981 @@ Variable Region Level Season AbsMeanError +siconc Atlantic_Basin surface MAM 7.379721990502819 +siconc Atlantic_Basin surface JJA 21.98178276887671 +siconc Atlantic_Basin surface SON 30.49102175122821 +siconc Atlantic_Basin surface DJF 12.206840811602882 +siconc Atlantic_Basin surface year 14.27979975872138 +siconc Pacific_Basin surface MAM 20.429955103604268 +siconc Pacific_Basin surface JJA 2.860616396095973 +siconc Pacific_Basin surface SON 6.533358472987567 +siconc Pacific_Basin surface DJF 20.68560628078094 +siconc Pacific_Basin surface year 15.71101682179807 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 8.732823766935999 +siconc Arctic_Basin surface JJA 51.79449442278977 +siconc Arctic_Basin surface SON 75.91709205013409 +siconc Arctic_Basin surface DJF 18.66301393333999 +siconc Arctic_Basin surface year 38.11830125011182 +siconc Southern_Ocean_Basin surface MAM 23.09265425567277 +siconc Southern_Ocean_Basin surface JJA 14.485852613759667 +siconc Southern_Ocean_Basin surface SON 13.801077475621906 +siconc Southern_Ocean_Basin surface DJF 17.086085517878484 +siconc Southern_Ocean_Basin surface year 14.788006526903713 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 30.960240786291678 +siconc Asia surface JJA 34.48975914001465 +siconc Asia surface SON 23.80797276814779 +siconc Asia surface DJF 41.84239287703611 +siconc Asia surface year 33.14525418507714 +siconc North_America surface MAM 11.899122619628898 +siconc North_America surface JJA 1.1686058044433594 +siconc North_America surface SON 33.58237930297852 +siconc North_America surface DJF 7.539028015136722 +siconc North_America surface year 3.8257086181640574 +siconc Europe surface MAM 2.3699999998296795 +siconc Europe surface JJA nan +siconc Europe surface SON 1.32 +siconc Europe surface DJF 9.0491046480136 +siconc Europe surface year 4.249776161959744 +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 4.474304103851319 +siconc Antarctica surface JJA 22.48108200073242 +siconc Antarctica surface SON 18.557169952392577 +siconc Antarctica surface DJF 4.130456962585449 +siconc Antarctica surface year 10.176100845336913 siconc glob surface MAM 14.43737098641623 siconc glob surface JJA 31.15089490756142 -siconc glob surface SON 42.029634104291866 +siconc glob surface SON 42.02963410429187 siconc glob surface DJF 17.452504609600226 +siconc glob surface year 24.20637261787304 siconc arctic surface MAM 8.707498273581669 siconc arctic surface JJA 47.30783842740586 siconc arctic surface SON 69.56258070181669 siconc arctic surface DJF 17.557931925304388 -siconc northmid surface MAM 14.222537390609533 -siconc northmid surface JJA 11.572274666882855 -siconc northmid surface SON 5.296420872167697 -siconc northmid surface DJF 18.322072964592394 +siconc arctic surface year 34.35236639631118 +siconc northmid surface MAM 14.222537390609531 +siconc northmid surface JJA 11.572274666882857 +siconc northmid surface SON 5.296420872167696 +siconc northmid surface DJF 18.3220729645924 +siconc northmid surface year 13.289158232109516 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.003598092875585 siconc southmid surface JJA 13.528948772753258 siconc southmid surface SON 17.661400619104246 siconc southmid surface DJF 6.354418475510918 +siconc southmid surface year 10.43583750047382 siconc antarctic surface MAM 24.49345486237951 siconc antarctic surface JJA 12.989957634695974 siconc antarctic surface SON 10.851971014176328 siconc antarctic surface DJF 18.6736853593637 -tas glob surface MAM 1.8938235 -tas glob surface JJA 2.048343 -tas glob surface SON 2.4851885 -tas glob surface DJF 2.499707 -tas arctic surface MAM 3.2290437 -tas arctic surface JJA 2.336861 -tas arctic surface SON 7.567292 -tas arctic surface DJF 6.2423983 -tas northmid surface MAM 1.3680882 -tas northmid surface JJA 1.758043 -tas northmid surface SON 1.6077948 -tas northmid surface DJF 1.7565573 -tas tropics surface MAM 1.0244784 -tas tropics surface JJA 1.0898991 -tas tropics surface SON 1.079816 -tas tropics surface DJF 0.90364766 -tas innertropics surface MAM 0.85873294 -tas innertropics surface JJA 0.91296846 -tas innertropics surface SON 0.95000017 -tas innertropics surface DJF 0.82542366 -tas nino34 surface MAM 0.3761172 -tas nino34 surface JJA 0.6816864 -tas nino34 surface SON 1.5158775 -tas nino34 surface DJF 0.8454455 -tas southmid surface MAM 0.65648925 -tas southmid surface JJA 0.63085437 -tas southmid surface SON 0.6837221 -tas southmid surface DJF 0.6708371 -tas antarctic surface MAM 4.336488 -tas antarctic surface JJA 5.6438913 -tas antarctic surface SON 3.3171587 -tas antarctic surface DJF 4.9725122 +siconc antarctic surface year 15.440873081735713 +tas Atlantic_Basin surface MAM 1.0521587 +tas Atlantic_Basin surface JJA 1.0643843 +tas Atlantic_Basin surface SON 1.3048594 +tas Atlantic_Basin surface DJF 1.2645812 +tas Atlantic_Basin surface year 1.0641735 +tas Pacific_Basin surface MAM 0.9674967 +tas Pacific_Basin surface JJA 0.8826571 +tas Pacific_Basin surface SON 0.83743477 +tas Pacific_Basin surface DJF 1.0713726 +tas Pacific_Basin surface year 0.86815643 +tas Indian_Basin surface MAM 0.8927252 +tas Indian_Basin surface JJA 0.69408214 +tas Indian_Basin surface SON 0.6233279 +tas Indian_Basin surface DJF 0.7250365 +tas Indian_Basin surface year 0.69098926 +tas Arctic_Basin surface MAM 3.0286033 +tas Arctic_Basin surface JJA 1.5710603 +tas Arctic_Basin surface SON 9.790034 +tas Arctic_Basin surface DJF 7.226554 +tas Arctic_Basin surface year 5.3892055 +tas Southern_Ocean_Basin surface MAM 1.3156035 +tas Southern_Ocean_Basin surface JJA 1.873704 +tas Southern_Ocean_Basin surface SON 1.2549845 +tas Southern_Ocean_Basin surface DJF 1.0058265 +tas Southern_Ocean_Basin surface year 1.0741473 +tas Mediterranean_Basin surface MAM 0.6032787 +tas Mediterranean_Basin surface JJA 1.6646025 +tas Mediterranean_Basin surface SON 0.51935124 +tas Mediterranean_Basin surface DJF 0.67719126 +tas Mediterranean_Basin surface year 0.73372847 +tas Asia surface MAM 1.9868064 +tas Asia surface JJA 1.9894279 +tas Asia surface SON 2.148183 +tas Asia surface DJF 2.0626836 +tas Asia surface year 1.6755579 +tas North_America surface MAM 1.8382983 +tas North_America surface JJA 2.4351416 +tas North_America surface SON 2.7392778 +tas North_America surface DJF 1.9328339 +tas North_America surface year 1.8962507 +tas Europe surface MAM 1.2796929 +tas Europe surface JJA 1.9478159 +tas Europe surface SON 2.0017798 +tas Europe surface DJF 2.0413396 +tas Europe surface year 1.7245342 +tas Africa surface MAM 1.4394917 +tas Africa surface JJA 1.435644 +tas Africa surface SON 1.3693262 +tas Africa surface DJF 1.3759277 +tas Africa surface year 1.2193718 +tas South_America surface MAM 1.8937924 +tas South_America surface JJA 1.7912943 +tas South_America surface SON 2.3217237 +tas South_America surface DJF 1.6515125 +tas South_America surface year 1.8546901 +tas Oceania surface MAM 2.6955705 +tas Oceania surface JJA 2.8036194 +tas Oceania surface SON 1.8856479 +tas Oceania surface DJF 1.9849521 +tas Oceania surface year 2.289795 +tas Australia surface MAM 1.0743293 +tas Australia surface JJA 1.1858702 +tas Australia surface SON 0.5557903 +tas Australia surface DJF 0.90746075 +tas Australia surface year 0.7128404 +tas Antarctica surface MAM 3.1979287 +tas Antarctica surface JJA 4.8387413 +tas Antarctica surface SON 2.4342022 +tas Antarctica surface DJF 8.755271 +tas Antarctica surface year 1.7593793 +tas glob surface MAM 1.5926368 +tas glob surface JJA 1.7470477 +tas glob surface SON 2.1145332 +tas glob surface DJF 2.4421759 +tas glob surface year 1.5530679 +tas arctic surface MAM 2.5044942 +tas arctic surface JJA 1.7815475 +tas arctic surface SON 6.585801 +tas arctic surface DJF 4.9454775 +tas arctic surface year 3.737295 +tas northmid surface MAM 1.361347 +tas northmid surface JJA 1.7352988 +tas northmid surface SON 1.4549645 +tas northmid surface DJF 1.5514057 +tas northmid surface year 1.3648301 +tas tropics surface MAM 1.1112205 +tas tropics surface JJA 1.0309666 +tas tropics surface SON 1.0366106 +tas tropics surface DJF 1.0315971 +tas tropics surface year 0.9592955 +tas innertropics surface MAM 1.2174886 +tas innertropics surface JJA 1.086403 +tas innertropics surface SON 1.1055819 +tas innertropics surface DJF 1.0621051 +tas innertropics surface year 1.0364491 +tas nino34 surface MAM 0.45308176 +tas nino34 surface JJA 0.40876085 +tas nino34 surface SON 0.8524262 +tas nino34 surface DJF 0.31597823 +tas nino34 surface year 0.3324862 +tas southmid surface MAM 0.7967455 +tas southmid surface JJA 0.86557144 +tas southmid surface SON 0.82478225 +tas southmid surface DJF 0.803666 +tas southmid surface year 0.80233884 +tas antarctic surface MAM 2.8339705 +tas antarctic surface JJA 4.218821 +tas antarctic surface SON 2.0874271 +tas antarctic surface DJF 5.7386312 +tas antarctic surface year 1.6744528 +clt Atlantic_Basin surface MAM 9.834158 +clt Atlantic_Basin surface JJA 11.502394 +clt Atlantic_Basin surface SON 10.808592 +clt Atlantic_Basin surface DJF 11.963262 +clt Atlantic_Basin surface year 9.823487 +clt Pacific_Basin surface MAM 11.595889 +clt Pacific_Basin surface JJA 9.463895 +clt Pacific_Basin surface SON 9.452175 +clt Pacific_Basin surface DJF 11.195049 +clt Pacific_Basin surface year 9.439653 +clt Indian_Basin surface MAM 12.373865 +clt Indian_Basin surface JJA 16.911306 +clt Indian_Basin surface SON 14.807623 +clt Indian_Basin surface DJF 10.592515 +clt Indian_Basin surface year 12.923912 +clt Arctic_Basin surface MAM 13.764809 +clt Arctic_Basin surface JJA 7.231477 +clt Arctic_Basin surface SON 20.064772 +clt Arctic_Basin surface DJF 17.882322 +clt Arctic_Basin surface year 14.623146 +clt Southern_Ocean_Basin surface MAM 6.6100154 +clt Southern_Ocean_Basin surface JJA 7.3631396 +clt Southern_Ocean_Basin surface SON 6.137666 +clt Southern_Ocean_Basin surface DJF 5.1527414 +clt Southern_Ocean_Basin surface year 5.8034105 +clt Mediterranean_Basin surface MAM 9.197578 +clt Mediterranean_Basin surface JJA 8.97671 +clt Mediterranean_Basin surface SON 12.489478 +clt Mediterranean_Basin surface DJF 12.946148 +clt Mediterranean_Basin surface year 9.655637 +clt Asia surface MAM 9.25286 +clt Asia surface JJA 6.341027 +clt Asia surface SON 7.3817058 +clt Asia surface DJF 15.716141 +clt Asia surface year 7.7659144 +clt North_America surface MAM 11.660827 +clt North_America surface JJA 8.88308 +clt North_America surface SON 9.973776 +clt North_America surface DJF 11.962061 +clt North_America surface year 9.673704 +clt Europe surface MAM 4.912519 +clt Europe surface JJA 7.4481564 +clt Europe surface SON 5.749305 +clt Europe surface DJF 9.672255 +clt Europe surface year 5.6056623 +clt Africa surface MAM 9.412785 +clt Africa surface JJA 8.441795 +clt Africa surface SON 7.737734 +clt Africa surface DJF 8.182606 +clt Africa surface year 7.380448 +clt South_America surface MAM 13.219352 +clt South_America surface JJA 14.969502 +clt South_America surface SON 14.311444 +clt South_America surface DJF 11.36163 +clt South_America surface year 11.956777 +clt Oceania surface MAM 6.153542 +clt Oceania surface JJA 7.626761 +clt Oceania surface SON 5.5202327 +clt Oceania surface DJF 4.410942 +clt Oceania surface year 5.426512 +clt Australia surface MAM 4.057785 +clt Australia surface JJA 6.12555 +clt Australia surface SON 4.859144 +clt Australia surface DJF 5.4796147 +clt Australia surface year 4.582482 +clt Antarctica surface MAM 34.47836 +clt Antarctica surface JJA 28.040533 +clt Antarctica surface SON 25.097595 +clt Antarctica surface DJF 30.71663 +clt Antarctica surface year 28.589443 clt glob surface MAM 11.927839 clt glob surface JJA 10.796279 clt glob surface SON 11.167847 -clt glob surface DJF 12.659011 +clt glob surface DJF 12.659012 +clt glob surface year 10.688742 clt arctic surface MAM 13.124086 -clt arctic surface JJA 7.0781007 +clt arctic surface JJA 7.0781016 clt arctic surface SON 15.541204 clt arctic surface DJF 16.912224 +clt arctic surface year 12.852626 clt northmid surface MAM 5.92225 clt northmid surface JJA 5.8234463 clt northmid surface SON 6.219206 -clt northmid surface DJF 8.893399 -clt tropics surface MAM 12.005232 -clt tropics surface JJA 12.46184 +clt northmid surface DJF 8.893398 +clt northmid surface year 5.0661855 +clt tropics surface MAM 12.005231 +clt tropics surface JJA 12.461841 clt tropics surface SON 11.173136 clt tropics surface DJF 12.223107 -clt innertropics surface MAM 11.717156 +clt tropics surface year 10.754953 +clt innertropics surface MAM 11.717155 clt innertropics surface JJA 11.127746 -clt innertropics surface SON 10.633895 -clt innertropics surface DJF 11.537015 +clt innertropics surface SON 10.633894 +clt innertropics surface DJF 11.537016 +clt innertropics surface year 9.72605 clt nino34 surface MAM 8.927957 clt nino34 surface JJA 6.116511 clt nino34 surface SON 6.90304 clt nino34 surface DJF 10.032485 +clt nino34 surface year 6.0057235 clt southmid surface MAM 8.629466 clt southmid surface JJA 7.9713235 clt southmid surface SON 8.855208 clt southmid surface DJF 7.0499644 +clt southmid surface year 7.9449406 clt antarctic surface MAM 21.145252 clt antarctic surface JJA 19.49011 clt antarctic surface SON 15.081127 clt antarctic surface DJF 19.62549 +clt antarctic surface year 17.755968 +pr Atlantic_Basin surface MAM 1.0159459e-05 +pr Atlantic_Basin surface JJA 6.674249e-06 +pr 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0.4542666 -thetao antarctic 1000m MAM 0.35645613 -thetao antarctic 1000m JJA 0.3568521 -thetao antarctic 1000m SON 0.35934016 -thetao antarctic 1000m DJF 0.35311714 -so glob 10m MAM 0.6049754 -so glob 10m JJA 0.6206833 -so glob 10m SON 0.5965274 -so glob 10m DJF 0.5905307 -so glob 100m MAM 0.49317038 -so glob 100m JJA 0.48364908 -so glob 100m SON 0.48848808 -so glob 100m DJF 0.49120614 -so glob 1000m MAM 0.14308867 -so glob 1000m JJA 0.14409077 -so glob 1000m SON 0.14428876 -so glob 1000m DJF 0.14314806 +thetao nino34 100m year 0.78561145 +thetao nino34 1000m MAM 0.1739346 +thetao nino34 1000m JJA 0.19111115 +thetao nino34 1000m SON 0.22014898 +thetao nino34 1000m DJF 0.21580283 +thetao nino34 1000m year 0.2002497 +thetao southmid 10m MAM 0.71819097 +thetao southmid 10m JJA 0.7400506 +thetao southmid 10m SON 0.7448857 +thetao southmid 10m DJF 0.81423086 +thetao southmid 10m year 0.70839363 +thetao southmid 100m MAM 1.0184468 +thetao southmid 100m JJA 0.8565088 +thetao southmid 100m SON 0.82232565 +thetao southmid 100m DJF 0.949876 +thetao southmid 100m year 0.894909 +thetao southmid 1000m MAM 0.53066105 +thetao southmid 1000m JJA 0.5294877 +thetao southmid 1000m SON 0.5275053 +thetao southmid 1000m DJF 0.532326 +thetao southmid 1000m year 0.52877927 +thetao antarctic 10m MAM 0.5517321 +thetao antarctic 10m JJA 0.44328502 +thetao antarctic 10m SON 0.34822357 +thetao antarctic 10m DJF 0.6146479 +thetao antarctic 10m year 0.3639042 +thetao antarctic 100m MAM 0.6100302 +thetao antarctic 100m JJA 0.4487909 +thetao antarctic 100m SON 0.39082685 +thetao antarctic 100m DJF 0.45376042 +thetao antarctic 100m year 0.42739868 +thetao antarctic 1000m MAM 0.35619366 +thetao antarctic 1000m JJA 0.35668683 +thetao antarctic 1000m SON 0.3592875 +thetao antarctic 1000m DJF 0.35286584 +thetao antarctic 1000m year 0.35506567 +so Atlantic_Basin 10m MAM 0.5546491 +so Atlantic_Basin 10m JJA 0.59380263 +so Atlantic_Basin 10m SON 0.5698433 +so Atlantic_Basin 10m DJF 0.53433853 +so Atlantic_Basin 10m year 0.53313136 +so Atlantic_Basin 100m MAM 0.4225869 +so Atlantic_Basin 100m JJA 0.39911768 +so Atlantic_Basin 100m SON 0.38279864 +so Atlantic_Basin 100m DJF 0.40320796 +so Atlantic_Basin 100m year 0.3959921 +so Atlantic_Basin 1000m MAM 0.48015037 +so Atlantic_Basin 1000m JJA 0.47894073 +so Atlantic_Basin 1000m SON 0.47790596 +so Atlantic_Basin 1000m DJF 0.47758806 +so Atlantic_Basin 1000m year 0.4786463 +so Pacific_Basin 10m MAM 0.5780396 +so Pacific_Basin 10m JJA 0.5703378 +so Pacific_Basin 10m SON 0.5970844 +so Pacific_Basin 10m DJF 0.58793664 +so Pacific_Basin 10m year 0.5757001 +so Pacific_Basin 100m MAM 0.5103392 +so Pacific_Basin 100m JJA 0.49911675 +so Pacific_Basin 100m SON 0.49309632 +so Pacific_Basin 100m DJF 0.49756956 +so Pacific_Basin 100m year 0.4994876 +so Pacific_Basin 1000m MAM 0.061935246 +so Pacific_Basin 1000m JJA 0.06192769 +so Pacific_Basin 1000m SON 0.06213616 +so Pacific_Basin 1000m DJF 0.06217391 +so Pacific_Basin 1000m year 0.06199976 +so Indian_Basin 10m MAM 0.82614785 +so Indian_Basin 10m JJA 0.7989533 +so Indian_Basin 10m SON 0.7670517 +so Indian_Basin 10m DJF 0.7411182 +so Indian_Basin 10m year 0.7813883 +so Indian_Basin 100m MAM 0.46398094 +so Indian_Basin 100m JJA 0.46446875 +so Indian_Basin 100m SON 0.487414 +so Indian_Basin 100m DJF 0.48444283 +so Indian_Basin 100m year 0.4700709 +so Indian_Basin 1000m MAM 0.14487211 +so Indian_Basin 1000m JJA 0.14858155 +so Indian_Basin 1000m SON 0.14904033 +so Indian_Basin 1000m DJF 0.14847565 +so Indian_Basin 1000m year 0.14768149 +so Arctic_Basin 10m MAM 1.2562314 +so Arctic_Basin 10m JJA 1.4095149 +so Arctic_Basin 10m SON 1.1809258 +so Arctic_Basin 10m DJF 1.1882324 +so Arctic_Basin 10m year 1.203754 +so Arctic_Basin 100m MAM 1.1569608 +so Arctic_Basin 100m JJA 1.1365892 +so Arctic_Basin 100m SON 1.2114056 +so Arctic_Basin 100m DJF 1.2014983 +so Arctic_Basin 100m year 1.1758881 +so Arctic_Basin 1000m MAM 0.09414072 +so Arctic_Basin 1000m JJA 0.10029902 +so Arctic_Basin 1000m SON 0.100822516 +so Arctic_Basin 1000m DJF 0.090420954 +so Arctic_Basin 1000m year 0.096420765 +so Southern_Ocean_Basin 10m MAM 0.27903888 +so Southern_Ocean_Basin 10m JJA 0.26658258 +so Southern_Ocean_Basin 10m SON 0.26759106 +so Southern_Ocean_Basin 10m DJF 0.2856649 +so Southern_Ocean_Basin 10m year 0.26502916 +so Southern_Ocean_Basin 100m MAM 0.28519472 +so Southern_Ocean_Basin 100m JJA 0.2862805 +so Southern_Ocean_Basin 100m SON 0.2867979 +so Southern_Ocean_Basin 100m DJF 0.2828383 +so Southern_Ocean_Basin 100m year 0.2838678 +so Southern_Ocean_Basin 1000m MAM 0.052139964 +so Southern_Ocean_Basin 1000m JJA 0.053116743 +so Southern_Ocean_Basin 1000m SON 0.053943917 +so Southern_Ocean_Basin 1000m DJF 0.053236898 +so Southern_Ocean_Basin 1000m year 0.0528536 +so Mediterranean_Basin 10m MAM 0.6773191 +so Mediterranean_Basin 10m JJA 0.7607205 +so Mediterranean_Basin 10m SON 0.8024501 +so Mediterranean_Basin 10m DJF 0.6659914 +so Mediterranean_Basin 10m year 0.72101915 +so Mediterranean_Basin 100m MAM 0.34916064 +so Mediterranean_Basin 100m JJA 0.3141258 +so Mediterranean_Basin 100m SON 0.28631723 +so Mediterranean_Basin 100m DJF 0.32433504 +so Mediterranean_Basin 100m year 0.31818828 +so Mediterranean_Basin 1000m MAM 0.081033185 +so Mediterranean_Basin 1000m JJA 0.08680222 +so Mediterranean_Basin 1000m SON 0.08182352 +so Mediterranean_Basin 1000m DJF 0.082369894 +so Mediterranean_Basin 1000m year 0.082709916 +so Asia 10m MAM 2.3322988 +so Asia 10m JJA 1.7624159 +so Asia 10m SON 1.9182961 +so Asia 10m DJF 2.377213 +so Asia 10m year 2.0268407 +so Asia 100m MAM 0.22677612 +so Asia 100m JJA 0.20054626 +so Asia 100m SON 0.21015167 +so Asia 100m DJF 0.200634 +so Asia 100m year 0.20952606 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 1.1403809 +so North_America 10m JJA 1.3929489 +so North_America 10m SON 1.2534324 +so North_America 10m DJF 1.3272251 +so North_America 10m year 1.2531571 +so North_America 100m MAM 0.82747173 +so North_America 100m JJA 0.73835254 +so North_America 100m SON 0.6893351 +so North_America 100m DJF 0.8492768 +so North_America 100m year 0.7670381 +so North_America 1000m MAM 0.80270004 +so North_America 1000m JJA 0.808033 +so North_America 1000m SON 0.7871094 +so North_America 1000m DJF 0.7927475 +so North_America 1000m year 0.7976494 +so Europe 10m MAM 1.2820227 +so Europe 10m JJA 1.0066047 +so Europe 10m SON 1.0507467 +so Europe 10m DJF 1.2857971 +so Europe 10m year 1.1495231 +so Europe 100m MAM 0.31393814 +so Europe 100m JJA 0.31442833 +so Europe 100m SON 0.28051376 +so Europe 100m DJF 0.28227806 +so Europe 100m year 0.2977867 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 0.6281064 +so South_America 10m JJA 0.534565 +so South_America 10m SON 0.7696088 +so South_America 10m DJF 0.9366048 +so South_America 10m year 0.7062709 +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM 0.7699566 +so Oceania 10m JJA 0.7990303 +so Oceania 10m SON 0.83576965 +so Oceania 10m DJF 0.8583374 +so Oceania 10m year 0.815773 +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 0.7898731 +so Australia 10m JJA 0.82001877 +so Australia 10m SON 0.87376976 +so Australia 10m DJF 0.8025284 +so Australia 10m year 0.82154846 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.97023773 +so Antarctica 10m JJA 0.65813065 +so Antarctica 10m SON 0.61800003 +so Antarctica 10m DJF 0.9620743 +so Antarctica 10m year 0.8021126 +so Antarctica 100m MAM 0.008369446 +so Antarctica 100m JJA 0.051029205 +so Antarctica 100m SON 0.071243286 +so Antarctica 100m DJF 0.027477264 +so Antarctica 100m year 0.03534317 +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.6051247 +so glob 10m JJA 0.6207875 +so glob 10m SON 0.5968104 +so glob 10m DJF 0.5911633 +so glob 10m year 0.586206 +so glob 100m MAM 0.4939052 +so glob 100m JJA 0.48424596 +so glob 100m SON 0.48903587 +so glob 100m DJF 0.4918853 +so glob 100m year 0.48753977 +so glob 1000m MAM 0.14319968 +so glob 1000m JJA 0.14419873 +so glob 1000m SON 0.1444159 +so glob 1000m DJF 0.14327714 +so glob 1000m year 0.14367378 so arctic 10m MAM 1.1136277 so arctic 10m JJA 1.2605951 -so arctic 10m SON 1.0797505 +so arctic 10m SON 1.0797507 so arctic 10m DJF 1.077366 -so arctic 100m MAM 1.0002074 +so arctic 10m year 1.0807317 +so arctic 100m MAM 1.0002073 so arctic 100m JJA 0.97684056 -so arctic 100m SON 1.0312191 +so arctic 100m SON 1.031219 so arctic 100m DJF 1.0320913 -so arctic 1000m MAM 0.11572562 -so arctic 1000m JJA 0.12126916 -so arctic 1000m SON 0.1216977 -so arctic 1000m DJF 0.11223998 +so arctic 100m year 1.0084727 +so arctic 1000m MAM 0.115724534 +so arctic 1000m JJA 0.12126813 +so arctic 1000m SON 0.121696636 +so arctic 1000m DJF 0.112238824 +so arctic 1000m year 0.117731966 so northmid 10m MAM 0.58759576 so northmid 10m JJA 0.57763535 so northmid 10m SON 0.5736823 so northmid 10m DJF 0.5919067 -so northmid 100m MAM 0.42160752 +so northmid 10m year 0.56715584 +so northmid 100m MAM 0.42160755 so northmid 100m JJA 0.39884612 -so northmid 100m SON 0.39707524 -so northmid 100m DJF 0.41597897 -so northmid 1000m MAM 0.26653954 -so northmid 1000m JJA 0.26591143 -so northmid 1000m SON 0.26520994 -so northmid 1000m DJF 0.26628372 -so tropics 10m MAM 0.67274845 -so tropics 10m JJA 0.66654104 -so tropics 10m SON 0.6715134 -so tropics 10m DJF 0.64271355 -so tropics 100m MAM 0.49275106 -so tropics 100m JJA 0.48557928 -so tropics 100m SON 0.48024392 -so tropics 100m DJF 0.48295513 -so tropics 1000m MAM 0.17924845 -so tropics 1000m JJA 0.18019243 -so tropics 1000m SON 0.18014625 -so tropics 1000m DJF 0.17949696 -so innertropics 10m MAM 0.69912004 -so innertropics 10m JJA 0.6917368 -so innertropics 10m SON 0.67213273 -so innertropics 10m DJF 0.639961 -so innertropics 100m MAM 0.43700296 -so innertropics 100m JJA 0.43069613 -so innertropics 100m SON 0.42391464 -so innertropics 100m DJF 0.42493835 -so innertropics 1000m MAM 0.16407008 -so innertropics 1000m JJA 0.16487318 -so innertropics 1000m SON 0.16473113 -so innertropics 1000m DJF 0.16399756 +so northmid 100m SON 0.3970753 +so northmid 100m DJF 0.41597894 +so northmid 100m year 0.40244433 +so northmid 1000m MAM 0.26653853 +so northmid 1000m JJA 0.26591042 +so northmid 1000m SON 0.265209 +so northmid 1000m DJF 0.26628274 +so northmid 1000m year 0.2659781 +so tropics 10m MAM 0.671972 +so tropics 10m JJA 0.665745 +so tropics 10m SON 0.6714316 +so tropics 10m DJF 0.6432461 +so tropics 10m year 0.6502355 +so tropics 100m MAM 0.49381992 +so tropics 100m JJA 0.4865713 +so tropics 100m SON 0.48109585 +so tropics 100m DJF 0.483893 +so tropics 100m year 0.4839805 +so tropics 1000m MAM 0.17951609 +so tropics 1000m JJA 0.1804462 +so tropics 1000m SON 0.18041517 +so tropics 1000m DJF 0.17979002 +so tropics 1000m year 0.1800094 +so innertropics 10m MAM 0.6980805 +so innertropics 10m JJA 0.6906417 +so innertropics 10m SON 0.6717917 +so innertropics 10m DJF 0.6406245 +so innertropics 10m year 0.654212 +so innertropics 100m MAM 0.43850887 +so innertropics 100m JJA 0.43215996 +so innertropics 100m SON 0.42521927 +so innertropics 100m DJF 0.42622402 +so innertropics 100m year 0.4270297 +so innertropics 1000m MAM 0.16397634 +so innertropics 1000m JJA 0.1647824 +so innertropics 1000m SON 0.16466446 +so innertropics 1000m DJF 0.16395758 +so innertropics 1000m year 0.16434518 so nino34 10m MAM 0.26975325 so nino34 10m JJA 0.31450427 so nino34 10m SON 0.28279048 so nino34 10m DJF 0.28627107 +so nino34 10m year 0.2852458 so nino34 100m MAM 0.5140207 so nino34 100m JJA 0.50196815 so nino34 100m SON 0.5164502 so nino34 100m DJF 0.488309 -so nino34 1000m MAM 0.06141399 -so nino34 1000m JJA 0.06444715 -so nino34 1000m SON 0.059437625 -so nino34 1000m DJF 0.059311453 -so southmid 10m MAM 0.38622683 -so southmid 10m JJA 0.3964096 -so southmid 10m SON 0.40440434 -so southmid 10m DJF 0.390413 -so southmid 100m MAM 0.40422767 -so southmid 100m JJA 0.4014251 -so southmid 100m SON 0.40944445 -so southmid 100m DJF 0.40547118 -so southmid 1000m MAM 0.08142896 -so southmid 1000m JJA 0.08194676 -so southmid 1000m SON 0.08191585 -so southmid 1000m DJF 0.081769526 -so antarctic 10m MAM 0.2043021 -so antarctic 10m JJA 0.1539836 -so antarctic 10m SON 0.13704644 -so antarctic 10m DJF 0.21396534 -so antarctic 100m MAM 0.1788325 -so antarctic 100m JJA 0.18166895 -so antarctic 100m SON 0.16730411 -so antarctic 100m DJF 0.1660499 -so antarctic 1000m MAM 0.023027504 -so antarctic 1000m JJA 0.023273494 -so antarctic 1000m SON 0.02584986 -so antarctic 1000m DJF 0.025321437 +so nino34 100m year 0.5051869 +so nino34 1000m MAM 0.06141488 +so nino34 1000m JJA 0.06444801 +so nino34 1000m SON 0.059438642 +so nino34 1000m DJF 0.059312534 +so nino34 1000m year 0.061153572 +so southmid 10m MAM 0.3864137 +so southmid 10m JJA 0.396359 +so southmid 10m SON 0.40440568 +so southmid 10m DJF 0.39045835 +so southmid 10m year 0.39219922 +so southmid 100m MAM 0.4042995 +so southmid 100m JJA 0.40120772 +so southmid 100m SON 0.40914527 +so southmid 100m DJF 0.4055221 +so southmid 100m year 0.40445656 +so southmid 1000m MAM 0.08129323 +so southmid 1000m JJA 0.08181741 +so southmid 1000m SON 0.08182831 +so southmid 1000m DJF 0.08166179 +so southmid 1000m year 0.08143588 +so antarctic 10m MAM 0.20430945 +so antarctic 10m JJA 0.15330343 +so antarctic 10m SON 0.1367011 +so antarctic 10m DJF 0.21434997 +so antarctic 10m year 0.15205348 +so antarctic 100m MAM 0.17883101 +so antarctic 100m JJA 0.18157332 +so antarctic 100m SON 0.16710441 +so antarctic 100m DJF 0.16584656 +so antarctic 100m year 0.1707741 +so antarctic 1000m MAM 0.022952486 +so antarctic 1000m JJA 0.023204148 +so antarctic 1000m SON 0.025794387 +so antarctic 1000m DJF 0.025269473 +so antarctic 1000m year 0.024028111 diff --git a/eval/NCEP2/CNRM-CM6-1-HR.csv b/eval/NCEP2/CNRM-CM6-1-HR.csv index 8552063..559588a 100644 --- a/eval/NCEP2/CNRM-CM6-1-HR.csv +++ b/eval/NCEP2/CNRM-CM6-1-HR.csv @@ -1,385 +1,1981 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 14.891460254482176 -siconc glob surface JJA 13.294819598559739 -siconc glob surface SON 11.900488971317548 -siconc glob surface DJF 10.023235008041924 -siconc arctic surface MAM 6.05300698164047 -siconc arctic surface JJA 6.9996094597168295 -siconc arctic surface SON 7.083331010347644 -siconc arctic surface DJF 6.056635368114535 -siconc northmid surface MAM 11.27446336269038 -siconc northmid surface JJA 6.837546906807213 +siconc Atlantic_Basin surface MAM 13.387969704653377 +siconc Atlantic_Basin surface JJA 11.523175645207365 +siconc Atlantic_Basin surface SON 12.01240284065184 +siconc Atlantic_Basin surface DJF 12.089112110020352 +siconc Atlantic_Basin surface year 10.215668534920693 +siconc Pacific_Basin surface MAM 12.847913803532384 +siconc Pacific_Basin surface JJA 3.2469551964575185 +siconc Pacific_Basin surface SON 7.577778093397673 +siconc Pacific_Basin surface DJF 12.23122701411003 +siconc Pacific_Basin surface year 10.794273149977684 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 4.248044946444447 +siconc Arctic_Basin surface JJA 6.167830960294238 +siconc Arctic_Basin surface SON 6.075656904899137 +siconc Arctic_Basin surface DJF 4.653562378331714 +siconc Arctic_Basin surface year 4.268050180460954 +siconc Southern_Ocean_Basin surface MAM 29.723953519359966 +siconc Southern_Ocean_Basin surface JJA 21.130611927040235 +siconc Southern_Ocean_Basin surface SON 17.450754255788056 +siconc Southern_Ocean_Basin surface DJF 15.36466354701801 +siconc Southern_Ocean_Basin surface year 16.587681262685745 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 3.233222656250007 +siconc Asia surface JJA 0.3258605957031264 +siconc Asia surface SON 9.479855499267579 +siconc Asia surface DJF 2.683335876464838 +siconc Asia surface year 2.588901672363278 +siconc North_America surface MAM nan +siconc North_America surface JJA nan +siconc North_America surface SON nan +siconc North_America surface DJF nan +siconc North_America surface year nan +siconc Europe surface MAM nan +siconc Europe surface JJA nan +siconc Europe surface SON nan +siconc Europe surface DJF nan +siconc Europe surface year nan +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM nan +siconc Antarctica surface JJA nan +siconc Antarctica surface SON nan +siconc Antarctica surface DJF nan +siconc Antarctica surface year nan +siconc glob surface MAM 14.891461127284911 +siconc glob surface JJA 13.294818316959079 +siconc glob surface SON 11.90049007408283 +siconc glob surface DJF 10.023235681821722 +siconc glob surface year 10.569516252834802 +siconc arctic surface MAM 6.053008520432313 +siconc arctic surface JJA 6.999606995598796 +siconc arctic surface SON 7.083333132726797 +siconc arctic surface DJF 6.056636607624011 +siconc arctic surface year 5.3822499327329 +siconc northmid surface MAM 11.274463362690378 +siconc northmid surface JJA 6.837546906807215 siconc northmid surface SON 5.8003040412519855 -siconc northmid surface DJF 11.840534452971632 +siconc northmid surface DJF 11.840534452971633 +siconc northmid surface year 10.32901387975253 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.003595184561624 siconc southmid surface JJA 12.127741189186908 siconc southmid surface SON 17.323826685524995 siconc southmid surface DJF 5.120057707947355 +siconc southmid surface year 8.717910096647374 siconc antarctic surface MAM 31.7453509628893 siconc antarctic surface JJA 21.890057497627133 siconc antarctic surface SON 15.491710634579062 siconc antarctic surface DJF 17.12409841023306 -tas glob surface MAM 2.304389 -tas glob surface JJA 2.2411406 -tas glob surface SON 1.8842199 -tas glob surface DJF 2.2062018 -tas arctic surface MAM 3.5169976 -tas arctic surface JJA 2.342244 -tas arctic surface SON 1.5137883 -tas arctic surface DJF 3.628547 -tas northmid surface MAM 2.2281997 -tas northmid surface JJA 2.1328437 -tas northmid surface SON 1.8659066 -tas northmid surface DJF 2.4123764 -tas tropics surface MAM 1.7760669 -tas tropics surface JJA 1.7783111 -tas tropics surface SON 1.7754683 -tas tropics surface DJF 1.7618015 -tas innertropics surface MAM 1.6878502 -tas innertropics surface JJA 1.7413272 -tas 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100m DJF 1.2743556 +thetao glob 100m year 1.2411107 +thetao glob 1000m MAM 0.768847 +thetao glob 1000m JJA 0.76878667 +thetao glob 1000m SON 0.76922286 +thetao glob 1000m DJF 0.76869076 +thetao glob 1000m year 0.7678378 +thetao arctic 10m MAM 0.8061124 +thetao arctic 10m JJA 0.60113835 +thetao arctic 10m SON 0.57399845 +thetao arctic 10m DJF 0.7681476 +thetao arctic 10m year 0.6197008 +thetao arctic 100m MAM 0.71264815 +thetao arctic 100m JJA 0.59471416 +thetao arctic 100m SON 0.5680937 +thetao arctic 100m DJF 0.5699382 +thetao arctic 100m year 0.5918425 +thetao arctic 1000m MAM 0.2516343 +thetao arctic 1000m JJA 0.25035626 +thetao arctic 1000m SON 0.2552695 +thetao arctic 1000m DJF 0.2510843 +thetao arctic 1000m year 0.2516792 +thetao northmid 10m MAM 1.5988213 +thetao northmid 10m JJA 1.7233742 +thetao northmid 10m SON 1.5786257 +thetao northmid 10m DJF 1.5471212 +thetao northmid 10m year 1.537247 +thetao northmid 100m MAM 1.4751428 +thetao northmid 100m JJA 1.5640695 +thetao northmid 100m SON 1.6789892 +thetao northmid 100m DJF 1.5990177 +thetao northmid 100m year 1.5689355 +thetao northmid 1000m MAM 1.0306953 +thetao northmid 1000m JJA 1.0192037 +thetao northmid 1000m SON 1.0206568 +thetao northmid 1000m DJF 1.0297433 +thetao northmid 1000m year 1.0238553 +thetao tropics 10m MAM 1.1501322 +thetao tropics 10m JJA 1.15485 +thetao tropics 10m SON 1.1718966 +thetao tropics 10m DJF 1.1674378 +thetao tropics 10m year 1.1092762 +thetao tropics 100m MAM 1.6295686 +thetao tropics 100m JJA 1.6875333 +thetao tropics 100m SON 1.6898401 +thetao tropics 100m DJF 1.7156774 +thetao tropics 100m year 1.645741 +thetao tropics 1000m MAM 0.8088402 +thetao tropics 1000m JJA 0.8194991 +thetao tropics 1000m SON 0.8203183 +thetao tropics 1000m DJF 0.8131827 +thetao tropics 1000m year 0.81421965 +thetao innertropics 10m MAM 0.93202126 +thetao innertropics 10m JJA 0.9942572 +thetao innertropics 10m SON 1.0171685 +thetao innertropics 10m DJF 0.99731284 +thetao innertropics 10m year 0.93105936 +thetao innertropics 100m MAM 1.7648985 +thetao innertropics 100m JJA 1.8773845 +thetao innertropics 100m SON 1.8453683 +thetao innertropics 100m DJF 1.8635219 +thetao innertropics 100m year 1.7828985 +thetao innertropics 1000m MAM 0.65028244 +thetao innertropics 1000m JJA 0.6562944 +thetao innertropics 1000m SON 0.6682323 +thetao innertropics 1000m DJF 0.661759 +thetao innertropics 1000m year 0.6569046 +thetao nino34 10m MAM 0.7335821 +thetao nino34 10m JJA 1.0379298 +thetao nino34 10m SON 0.9818587 +thetao nino34 10m DJF 0.44179568 +thetao nino34 10m year 0.7689832 +thetao nino34 100m MAM 1.3466619 +thetao nino34 100m JJA 1.5429778 +thetao nino34 100m SON 1.3195362 +thetao nino34 100m DJF 1.1769061 +thetao nino34 100m year 1.2819667 +thetao nino34 1000m MAM 0.8400066 +thetao nino34 1000m JJA 0.8264612 +thetao nino34 1000m SON 0.7839085 +thetao nino34 1000m DJF 0.7123768 +thetao nino34 1000m year 0.790688 +thetao southmid 10m MAM 1.1723108 +thetao southmid 10m JJA 1.1070952 +thetao southmid 10m SON 1.1190413 +thetao southmid 10m DJF 1.2370853 +thetao southmid 10m year 1.1272908 +thetao southmid 100m MAM 1.057687 +thetao southmid 100m JJA 1.017305 +thetao southmid 100m SON 1.0244876 +thetao southmid 100m DJF 1.0373757 +thetao southmid 100m year 1.0167816 +thetao southmid 1000m MAM 0.7756225 +thetao southmid 1000m JJA 0.7675131 +thetao southmid 1000m SON 0.7611583 +thetao southmid 1000m DJF 0.7678235 +thetao southmid 1000m year 0.76684684 +thetao antarctic 10m MAM 1.1061857 +thetao antarctic 10m JJA 0.5254835 +thetao antarctic 10m SON 0.4437982 +thetao antarctic 10m DJF 1.362372 +thetao antarctic 10m year 0.6786845 +thetao antarctic 100m MAM 0.7473132 +thetao antarctic 100m JJA 0.6831321 +thetao antarctic 100m SON 0.59492064 +thetao antarctic 100m DJF 0.6361021 +thetao antarctic 100m year 0.6306406 +thetao antarctic 1000m MAM 0.68292063 +thetao antarctic 1000m JJA 0.67164063 +thetao antarctic 1000m SON 0.6903981 +thetao antarctic 1000m DJF 0.69006306 +thetao antarctic 1000m year 0.6835689 +so Atlantic_Basin 10m MAM 0.5916193 +so Atlantic_Basin 10m JJA 0.6066188 +so Atlantic_Basin 10m SON 0.5962652 +so Atlantic_Basin 10m DJF 0.60000217 +so Atlantic_Basin 10m year 0.58206725 +so Atlantic_Basin 100m MAM 0.36538735 +so Atlantic_Basin 100m JJA 0.37507513 +so Atlantic_Basin 100m SON 0.37600377 +so Atlantic_Basin 100m DJF 0.3703956 +so Atlantic_Basin 100m year 0.36870617 +so Atlantic_Basin 1000m MAM 0.1979436 +so Atlantic_Basin 1000m JJA 0.19733632 +so Atlantic_Basin 1000m SON 0.19786137 +so Atlantic_Basin 1000m DJF 0.1988006 +so Atlantic_Basin 1000m year 0.19794029 +so Pacific_Basin 10m MAM 0.5526961 +so Pacific_Basin 10m JJA 0.5335346 +so Pacific_Basin 10m SON 0.5287134 +so Pacific_Basin 10m DJF 0.53120196 +so Pacific_Basin 10m year 0.5285094 +so Pacific_Basin 100m MAM 0.44631281 +so Pacific_Basin 100m JJA 0.45292142 +so Pacific_Basin 100m SON 0.45513773 +so Pacific_Basin 100m DJF 0.45414823 +so Pacific_Basin 100m year 0.4506519 +so Pacific_Basin 1000m MAM 0.09814108 +so Pacific_Basin 1000m JJA 0.09808237 +so Pacific_Basin 1000m SON 0.09947881 +so Pacific_Basin 1000m DJF 0.098619364 +so Pacific_Basin 1000m year 0.098456174 +so Indian_Basin 10m MAM 0.4823469 +so Indian_Basin 10m JJA 0.44725856 +so Indian_Basin 10m SON 0.50291353 +so Indian_Basin 10m DJF 0.514086 +so Indian_Basin 10m year 0.46734565 +so Indian_Basin 100m MAM 0.36894834 +so Indian_Basin 100m JJA 0.39248124 +so Indian_Basin 100m SON 0.38361132 +so Indian_Basin 100m DJF 0.3804277 +so Indian_Basin 100m year 0.37898517 +so Indian_Basin 1000m MAM 0.11068236 +so Indian_Basin 1000m JJA 0.110250086 +so Indian_Basin 1000m SON 0.11069233 +so Indian_Basin 1000m DJF 0.109784834 +so Indian_Basin 1000m year 0.110007435 +so Arctic_Basin 10m MAM 1.6967052 +so Arctic_Basin 10m JJA 1.5983546 +so Arctic_Basin 10m SON 1.4929187 +so Arctic_Basin 10m DJF 1.7180716 +so Arctic_Basin 10m year 1.5784252 +so Arctic_Basin 100m MAM 0.302883 +so Arctic_Basin 100m JJA 0.31292596 +so Arctic_Basin 100m SON 0.36243722 +so Arctic_Basin 100m DJF 0.3161038 +so Arctic_Basin 100m year 0.31925616 +so Arctic_Basin 1000m MAM 0.2709663 +so Arctic_Basin 1000m JJA 0.2649829 +so Arctic_Basin 1000m SON 0.26444685 +so Arctic_Basin 1000m DJF 0.2747868 +so Arctic_Basin 1000m year 0.2687957 +so Southern_Ocean_Basin 10m MAM 0.22235245 +so Southern_Ocean_Basin 10m JJA 0.19047089 +so Southern_Ocean_Basin 10m SON 0.19296452 +so Southern_Ocean_Basin 10m DJF 0.2415406 +so Southern_Ocean_Basin 10m year 0.20819546 +so Southern_Ocean_Basin 100m MAM 0.1964402 +so Southern_Ocean_Basin 100m JJA 0.19075048 +so Southern_Ocean_Basin 100m SON 0.18626413 +so Southern_Ocean_Basin 100m DJF 0.1893175 +so Southern_Ocean_Basin 100m year 0.18791692 +so Southern_Ocean_Basin 1000m MAM 0.080050156 +so Southern_Ocean_Basin 1000m JJA 0.07917668 +so Southern_Ocean_Basin 1000m SON 0.07879919 +so Southern_Ocean_Basin 1000m DJF 0.07800587 +so Southern_Ocean_Basin 1000m year 0.07886467 +so Mediterranean_Basin 10m MAM 2.1880856 +so Mediterranean_Basin 10m JJA 2.231123 +so Mediterranean_Basin 10m SON 2.2093143 +so Mediterranean_Basin 10m DJF 2.1734428 +so Mediterranean_Basin 10m year 2.200492 +so Mediterranean_Basin 100m MAM 2.2143567 +so Mediterranean_Basin 100m JJA 2.2090054 +so Mediterranean_Basin 100m SON 2.2202363 +so Mediterranean_Basin 100m DJF 2.193437 +so Mediterranean_Basin 100m year 2.209259 +so Mediterranean_Basin 1000m MAM 0.8447173 +so Mediterranean_Basin 1000m JJA 0.853802 +so Mediterranean_Basin 1000m SON 0.8413439 +so Mediterranean_Basin 1000m DJF 0.83328235 +so Mediterranean_Basin 1000m year 0.8432862 +so Asia 10m MAM 0.22194672 +so Asia 10m JJA 0.3475418 +so Asia 10m SON 0.10406113 +so Asia 10m DJF 0.08716965 +so Asia 10m year 0.146595 +so Asia 100m MAM nan +so Asia 100m JJA nan +so Asia 100m SON nan +so Asia 100m DJF nan +so Asia 100m year nan +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM nan +so North_America 10m JJA nan +so North_America 10m SON nan +so North_America 10m DJF nan +so North_America 10m year nan +so North_America 100m MAM nan +so North_America 100m JJA nan +so North_America 100m SON nan +so North_America 100m DJF nan +so North_America 100m year nan +so North_America 1000m MAM nan +so North_America 1000m JJA nan +so North_America 1000m SON nan +so North_America 1000m DJF nan +so North_America 1000m year nan +so Europe 10m MAM nan +so Europe 10m JJA nan +so Europe 10m SON nan +so Europe 10m DJF nan +so Europe 10m year nan +so Europe 100m MAM nan +so Europe 100m JJA nan +so Europe 100m SON nan +so Europe 100m DJF nan +so Europe 100m year nan +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM nan +so South_America 10m JJA nan +so South_America 10m SON nan +so South_America 10m DJF nan +so South_America 10m year nan +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM nan +so Australia 10m JJA nan +so Australia 10m SON nan +so Australia 10m DJF nan +so Australia 10m year nan +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM nan +so Antarctica 10m JJA nan +so Antarctica 10m SON nan +so Antarctica 10m DJF nan +so Antarctica 10m year nan +so Antarctica 100m MAM nan +so Antarctica 100m JJA nan +so Antarctica 100m SON nan +so Antarctica 100m DJF nan +so Antarctica 100m year nan +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.61071926 +so glob 10m JJA 0.5844569 +so glob 10m SON 0.5747848 +so glob 10m DJF 0.6161909 +so glob 10m year 0.58254063 +so glob 100m MAM 0.35193506 +so glob 100m JJA 0.35758173 +so glob 100m SON 0.3613416 +so glob 100m DJF 0.355651 +so glob 100m year 0.3541249 +so glob 1000m MAM 0.13288188 +so glob 1000m JJA 0.13197775 +so glob 1000m SON 0.13239704 +so glob 1000m DJF 0.13278772 +so glob 1000m year 0.13238128 +so arctic 10m MAM 1.4902774 +so arctic 10m JJA 1.419466 +so arctic 10m SON 1.3531613 +so arctic 10m DJF 1.5342687 +so arctic 10m year 1.4058118 +so arctic 100m MAM 0.32217896 +so arctic 100m JJA 0.33005816 +so arctic 100m SON 0.36847353 +so arctic 100m DJF 0.33096498 +so arctic 100m year 0.33388218 +so arctic 1000m MAM 0.25644207 +so arctic 1000m JJA 0.2510461 +so arctic 1000m SON 0.25046644 +so arctic 1000m DJF 0.26008606 +so arctic 1000m year 0.2545102 +so northmid 10m MAM 0.8931835 +so northmid 10m JJA 0.9120756 +so northmid 10m SON 0.9258952 +so northmid 10m DJF 0.89362085 +so northmid 10m year 0.901659 +so northmid 100m MAM 0.71089095 +so northmid 100m JJA 0.7186711 +so northmid 100m SON 0.7122514 +so northmid 100m DJF 0.69860065 +so northmid 100m year 0.7095075 +so northmid 1000m MAM 0.30246362 +so northmid 1000m JJA 0.3024754 +so northmid 1000m SON 0.30169767 +so northmid 1000m DJF 0.30144683 +so northmid 1000m year 0.30196288 +so tropics 10m MAM 0.5250003 +so tropics 10m JJA 0.50528735 +so tropics 10m SON 0.49873838 +so tropics 10m DJF 0.5092619 +so tropics 10m year 0.49476445 +so tropics 100m MAM 0.4056476 +so tropics 100m JJA 0.4194296 +so tropics 100m SON 0.42366087 +so tropics 100m DJF 0.4222898 +so tropics 100m year 0.41550812 +so tropics 1000m MAM 0.08438007 +so tropics 1000m JJA 0.08465545 +so tropics 1000m SON 0.08619279 +so tropics 1000m DJF 0.085658155 +so tropics 1000m year 0.08502049 +so innertropics 10m MAM 0.5104712 +so innertropics 10m JJA 0.4818877 +so innertropics 10m SON 0.48740667 +so innertropics 10m DJF 0.49392202 +so innertropics 10m year 0.47303063 +so innertropics 100m MAM 0.35907093 +so innertropics 100m JJA 0.36286867 +so innertropics 100m SON 0.36728805 +so innertropics 100m DJF 0.37632796 +so innertropics 100m year 0.36336568 +so innertropics 1000m MAM 0.06583054 +so innertropics 1000m JJA 0.066170074 +so innertropics 1000m SON 0.06743247 +so innertropics 1000m DJF 0.06681445 +so innertropics 1000m year 0.06628905 +so nino34 10m MAM 0.41291046 +so nino34 10m JJA 0.39558756 +so nino34 10m SON 0.46392944 +so nino34 10m DJF 0.45492843 +so nino34 10m year 0.43136877 +so nino34 100m MAM 0.30777058 +so nino34 100m JJA 0.309833 +so nino34 100m SON 0.31481987 +so nino34 100m DJF 0.3388689 +so nino34 100m year 0.3177621 +so nino34 1000m MAM 0.02125419 +so nino34 1000m JJA 0.0195309 +so nino34 1000m SON 0.019582113 +so nino34 1000m DJF 0.019021606 +so nino34 1000m year 0.0194355 +so southmid 10m MAM 0.19254328 +so southmid 10m JJA 0.17996392 +so southmid 10m SON 0.18293287 +so southmid 10m DJF 0.19295047 +so southmid 10m year 0.18327035 +so southmid 100m MAM 0.1725099 +so southmid 100m JJA 0.16392933 +so southmid 100m SON 0.15733758 +so southmid 100m DJF 0.16306196 +so southmid 100m year 0.1606229 +so southmid 1000m MAM 0.10547203 +so southmid 1000m JJA 0.10332393 +so southmid 1000m SON 0.103511535 +so southmid 1000m DJF 0.10325699 +so southmid 1000m year 0.10377517 +so antarctic 10m MAM 0.29418322 +so antarctic 10m JJA 0.22076936 +so antarctic 10m SON 0.22077899 +so antarctic 10m DJF 0.35293916 +so antarctic 10m year 0.26650006 +so antarctic 100m MAM 0.26074874 +so antarctic 100m JJA 0.26479462 +so antarctic 100m SON 0.26223105 +so antarctic 100m DJF 0.25765413 +so antarctic 100m year 0.2600865 +so antarctic 1000m MAM 0.08008556 +so antarctic 1000m JJA 0.081090316 +so antarctic 1000m SON 0.080414616 +so antarctic 1000m DJF 0.07843464 +so antarctic 1000m year 0.07989437 diff --git a/eval/NCEP2/CanESM5.csv b/eval/NCEP2/CanESM5.csv index d790e0e..a2319b3 100644 --- a/eval/NCEP2/CanESM5.csv +++ b/eval/NCEP2/CanESM5.csv @@ -1,577 +1,1981 @@ Variable Region Level Season AbsMeanError +siconc Atlantic_Basin surface MAM 19.058794449728197 +siconc Atlantic_Basin surface JJA 14.623554102585441 +siconc Atlantic_Basin surface SON 13.529182213978041 +siconc Atlantic_Basin surface DJF 18.59399989330052 +siconc Atlantic_Basin surface year 14.261520394803329 +siconc Pacific_Basin surface MAM 11.326672114164035 +siconc Pacific_Basin surface JJA 2.395738966680447 +siconc Pacific_Basin surface SON 5.941721446362701 +siconc Pacific_Basin surface DJF 13.46673811986003 +siconc Pacific_Basin surface year 11.18730725166638 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 2.9042132618570045 +siconc Arctic_Basin surface JJA 5.769076906620084 +siconc Arctic_Basin surface SON 6.8944603077422455 +siconc Arctic_Basin surface DJF 3.7583438542796683 +siconc Arctic_Basin surface year 3.8296018480306406 +siconc Southern_Ocean_Basin surface MAM 9.48499647152172 +siconc Southern_Ocean_Basin surface JJA 8.461727001460105 +siconc Southern_Ocean_Basin surface SON 9.196585303893574 +siconc Southern_Ocean_Basin surface DJF 11.343366293421912 +siconc Southern_Ocean_Basin surface year 8.017613202185766 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 30.05845839800934 +siconc Asia surface JJA 17.807567291259765 +siconc Asia surface SON 15.62901896158854 +siconc Asia surface DJF 41.6364297914505 +siconc Asia surface year 29.498147223504883 +siconc North_America surface MAM 11.769911193847648 +siconc North_America surface JJA 44.46954345703125 +siconc North_America surface SON 31.083739318847655 +siconc North_America surface DJF 7.23145660400391 +siconc North_America surface year 23.641164550781255 +siconc Europe surface MAM 2.37 +siconc Europe surface JJA nan +siconc Europe surface SON 1.32 +siconc Europe surface DJF 9.05 +siconc Europe surface year 4.25 +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 2.738582515716553 +siconc Antarctica surface JJA 33.80942443847656 +siconc Antarctica surface SON 36.242342987060546 +siconc Antarctica surface DJF 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16.03678449581948 +siconc northmid surface year 12.646746503503465 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 4.673168443979882 siconc southmid surface JJA 8.422235540693555 siconc southmid surface SON 10.100599862842722 siconc southmid surface DJF 4.653929187928169 +siconc southmid surface year 6.872121650856124 siconc antarctic surface MAM 9.816948951882097 siconc antarctic surface JJA 8.006756865984071 siconc antarctic surface SON 8.27215066235943 siconc antarctic surface DJF 12.565450339105528 -tas glob surface MAM 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northmid surface year 22.288963 mlotst tropics surface MAM 6.325689 mlotst tropics surface JJA 8.35903 -mlotst tropics surface SON 6.6406507 -mlotst tropics surface DJF 6.6664176 +mlotst tropics surface SON 6.6406503 +mlotst tropics surface DJF 6.666418 +mlotst tropics surface year 5.8956904 mlotst innertropics surface MAM 6.39058 -mlotst innertropics surface JJA 7.619981 -mlotst innertropics surface SON 6.045255 +mlotst innertropics surface JJA 7.6199813 +mlotst innertropics surface SON 6.0452547 mlotst innertropics surface DJF 7.1166286 +mlotst innertropics surface year 5.7226152 mlotst nino34 surface MAM 3.8429847 mlotst nino34 surface JJA 4.2686596 mlotst nino34 surface SON 3.5091522 mlotst nino34 surface DJF 6.9332833 +mlotst nino34 surface year 3.8559682 mlotst southmid surface MAM 28.292824 mlotst southmid surface JJA 51.643448 mlotst southmid surface SON 70.06999 mlotst southmid surface DJF 16.651098 +mlotst southmid surface year 40.789387 mlotst antarctic surface MAM 37.0701 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1.1397506 -so arctic 100m MAM 0.8788327 -so arctic 100m JJA 0.88203263 -so arctic 100m SON 0.92430294 -so arctic 100m DJF 0.8805955 -so arctic 1000m MAM 0.30384895 -so arctic 1000m JJA 0.29861584 -so arctic 1000m SON 0.2979065 -so arctic 1000m DJF 0.30706206 -so northmid 10m MAM 0.6561577 -so northmid 10m JJA 0.7133533 -so northmid 10m SON 0.7165413 -so northmid 10m DJF 0.66442174 -so northmid 100m MAM 0.48163587 -so northmid 100m JJA 0.46612018 -so northmid 100m SON 0.46416825 -so northmid 100m DJF 0.47469333 -so northmid 1000m MAM 0.16525958 -so northmid 1000m JJA 0.16429906 -so northmid 1000m SON 0.16417612 -so northmid 1000m DJF 0.16332054 -so tropics 10m MAM 0.49778572 -so tropics 10m JJA 0.47653088 -so tropics 10m SON 0.4727396 -so tropics 10m DJF 0.4602839 -so tropics 100m MAM 0.24380669 -so tropics 100m JJA 0.23664595 -so tropics 100m SON 0.23827712 -so tropics 100m DJF 0.23776111 -so tropics 1000m MAM 0.21771829 -so tropics 1000m JJA 0.21782357 -so tropics 1000m SON 0.21742791 -so tropics 1000m DJF 0.21822341 -so innertropics 10m MAM 0.6047738 -so innertropics 10m JJA 0.56218696 -so innertropics 10m SON 0.54545254 -so innertropics 10m DJF 0.5360928 -so innertropics 100m MAM 0.19759111 -so innertropics 100m JJA 0.19032657 -so innertropics 100m SON 0.19170895 -so innertropics 100m DJF 0.18928996 -so innertropics 1000m MAM 0.22897872 -so innertropics 1000m JJA 0.2293202 -so innertropics 1000m SON 0.22812681 -so innertropics 1000m DJF 0.2288284 -so nino34 10m MAM 0.07434025 -so nino34 10m JJA 0.09242818 -so nino34 10m SON 0.09830745 -so nino34 10m DJF 0.07442303 -so nino34 100m MAM 0.10356935 -so nino34 100m JJA 0.110248186 -so nino34 100m SON 0.09725167 -so nino34 100m DJF 0.08683328 -so nino34 1000m MAM 0.22385515 -so nino34 1000m JJA 0.2254357 -so nino34 1000m SON 0.22312826 -so nino34 1000m DJF 0.22269522 -so southmid 10m MAM 0.29020628 -so southmid 10m JJA 0.28821522 -so southmid 10m SON 0.28757444 -so southmid 10m DJF 0.28397396 -so southmid 100m MAM 0.29542032 -so southmid 100m JJA 0.29105762 -so southmid 100m SON 0.2914508 -so southmid 100m DJF 0.2892403 -so southmid 1000m MAM 0.11139831 -so southmid 1000m JJA 0.11057414 -so southmid 1000m SON 0.11119205 -so southmid 1000m DJF 0.11093959 -so antarctic 10m MAM 0.12339526 -so antarctic 10m JJA 0.13043486 -so antarctic 10m SON 0.11721469 -so antarctic 10m DJF 0.12292407 -so antarctic 100m MAM 0.111908205 -so antarctic 100m JJA 0.10934686 -so antarctic 100m SON 0.11109983 -so antarctic 100m DJF 0.10905351 -so antarctic 1000m MAM 0.053075988 -so antarctic 1000m JJA 0.052614015 -so antarctic 1000m SON 0.05144559 -so antarctic 1000m DJF 0.050243054 +mlotst antarctic surface year 38.562023 +thetao Atlantic_Basin 10m MAM 1.3702234 +thetao Atlantic_Basin 10m JJA 1.5340521 +thetao Atlantic_Basin 10m SON 1.3179377 +thetao Atlantic_Basin 10m DJF 1.2388523 +thetao Atlantic_Basin 10m year 1.3001415 +thetao Atlantic_Basin 100m MAM 1.4109734 +thetao Atlantic_Basin 100m JJA 1.3377427 +thetao Atlantic_Basin 100m SON 1.3006315 +thetao Atlantic_Basin 100m DJF 1.3169866 +thetao Atlantic_Basin 100m year 1.3088732 +thetao Atlantic_Basin 1000m MAM 2.0028982 +thetao Atlantic_Basin 1000m JJA 2.004818 +thetao Atlantic_Basin 1000m SON 1.9984534 +thetao Atlantic_Basin 1000m DJF 1.983456 +thetao Atlantic_Basin 1000m year 1.99732 +thetao Pacific_Basin 10m MAM 0.98159367 +thetao Pacific_Basin 10m JJA 0.88264537 +thetao Pacific_Basin 10m SON 0.93402153 +thetao Pacific_Basin 10m DJF 0.95727473 +thetao Pacific_Basin 10m year 0.8473577 +thetao Pacific_Basin 100m MAM 1.3697652 +thetao Pacific_Basin 100m JJA 1.4700617 +thetao Pacific_Basin 100m SON 1.4584744 +thetao Pacific_Basin 100m DJF 1.4090896 +thetao Pacific_Basin 100m year 1.3910319 +thetao Pacific_Basin 1000m MAM 1.2433766 +thetao Pacific_Basin 1000m JJA 1.2503601 +thetao Pacific_Basin 1000m SON 1.2451533 +thetao Pacific_Basin 1000m DJF 1.2438936 +thetao Pacific_Basin 1000m year 1.2456961 +thetao Indian_Basin 10m MAM 0.60418713 +thetao Indian_Basin 10m JJA 0.4990034 +thetao Indian_Basin 10m SON 0.6099877 +thetao Indian_Basin 10m DJF 0.6404709 +thetao Indian_Basin 10m year 0.49665377 +thetao Indian_Basin 100m MAM 0.81221974 +thetao Indian_Basin 100m JJA 0.8801519 +thetao Indian_Basin 100m SON 0.9248917 +thetao Indian_Basin 100m DJF 0.88241315 +thetao Indian_Basin 100m year 0.7919838 +thetao Indian_Basin 1000m MAM 1.0741057 +thetao Indian_Basin 1000m JJA 1.071169 +thetao Indian_Basin 1000m SON 1.0758361 +thetao Indian_Basin 1000m DJF 1.0590042 +thetao Indian_Basin 1000m year 1.0696486 +thetao Arctic_Basin 10m MAM 0.40133592 +thetao Arctic_Basin 10m JJA 0.41362956 +thetao Arctic_Basin 10m SON 0.29719555 +thetao Arctic_Basin 10m DJF 0.4501645 +thetao Arctic_Basin 10m year 0.32347307 +thetao Arctic_Basin 100m MAM 0.42098758 +thetao Arctic_Basin 100m JJA 0.43488243 +thetao Arctic_Basin 100m SON 0.46108624 +thetao Arctic_Basin 100m DJF 0.474652 +thetao Arctic_Basin 100m year 0.44280967 +thetao Arctic_Basin 1000m MAM 0.7057796 +thetao Arctic_Basin 1000m JJA 0.6921084 +thetao Arctic_Basin 1000m SON 0.69786036 +thetao Arctic_Basin 1000m DJF 0.70872253 +thetao Arctic_Basin 1000m year 0.7010942 +thetao Southern_Ocean_Basin 10m MAM 0.7102216 +thetao Southern_Ocean_Basin 10m JJA 0.66447437 +thetao Southern_Ocean_Basin 10m SON 0.63987035 +thetao Southern_Ocean_Basin 10m DJF 0.802233 +thetao Southern_Ocean_Basin 10m year 0.66583836 +thetao Southern_Ocean_Basin 100m MAM 0.8663872 +thetao Southern_Ocean_Basin 100m JJA 0.7555133 +thetao Southern_Ocean_Basin 100m SON 0.7587272 +thetao Southern_Ocean_Basin 100m DJF 0.8236303 +thetao Southern_Ocean_Basin 100m year 0.7758221 +thetao Southern_Ocean_Basin 1000m MAM 0.68055546 +thetao Southern_Ocean_Basin 1000m JJA 0.6821089 +thetao Southern_Ocean_Basin 1000m SON 0.675773 +thetao Southern_Ocean_Basin 1000m DJF 0.6706828 +thetao Southern_Ocean_Basin 1000m year 0.67665285 +thetao Mediterranean_Basin 10m MAM 1.2001806 +thetao Mediterranean_Basin 10m JJA 1.1004059 +thetao Mediterranean_Basin 10m SON 1.1879281 +thetao Mediterranean_Basin 10m DJF 0.9402279 +thetao Mediterranean_Basin 10m year 1.088067 +thetao Mediterranean_Basin 100m MAM 0.6631262 +thetao Mediterranean_Basin 100m JJA 0.6964504 +thetao Mediterranean_Basin 100m SON 0.68521756 +thetao Mediterranean_Basin 100m DJF 0.6348311 +thetao Mediterranean_Basin 100m year 0.666053 +thetao Mediterranean_Basin 1000m MAM 0.41767648 +thetao Mediterranean_Basin 1000m JJA 0.41256577 +thetao Mediterranean_Basin 1000m SON 0.40868995 +thetao Mediterranean_Basin 1000m DJF 0.41748506 +thetao Mediterranean_Basin 1000m year 0.4141056 +thetao Asia 10m MAM 3.2736328 +thetao Asia 10m JJA 2.028747 +thetao Asia 10m SON 2.6571999 +thetao Asia 10m DJF 1.8236216 +thetao Asia 10m year 1.0842896 +thetao Asia 100m MAM 1.0892572 +thetao Asia 100m JJA 1.2039796 +thetao Asia 100m SON 0.8105571 +thetao Asia 100m DJF 1.0959773 +thetao Asia 100m year 1.0499352 +thetao Asia 1000m MAM nan +thetao Asia 1000m JJA nan +thetao Asia 1000m SON nan +thetao Asia 1000m DJF nan +thetao Asia 1000m year nan +thetao North_America 10m MAM 1.3888452 +thetao North_America 10m JJA 1.144543 +thetao North_America 10m SON 0.47029683 +thetao North_America 10m DJF 1.2116029 +thetao North_America 10m year 1.0184639 +thetao North_America 100m MAM 1.4997051 +thetao North_America 100m JJA 0.57292396 +thetao North_America 100m SON 0.3514154 +thetao North_America 100m DJF 0.43417704 +thetao North_America 100m year 0.7131554 +thetao North_America 1000m MAM 2.5312634 +thetao North_America 1000m JJA 2.5609417 +thetao North_America 1000m SON 2.5607262 +thetao North_America 1000m DJF 2.5366144 +thetao North_America 1000m year 2.5473938 +thetao Europe 10m MAM 1.8198831 +thetao Europe 10m JJA 1.6922749 +thetao Europe 10m SON 1.2283623 +thetao Europe 10m DJF 1.728373 +thetao Europe 10m year 0.6974067 +thetao Europe 100m MAM 0.51928234 +thetao Europe 100m JJA 0.60603285 +thetao Europe 100m SON 0.5883789 +thetao Europe 100m DJF 0.4793377 +thetao Europe 100m year 0.5482578 +thetao Europe 1000m MAM nan +thetao Europe 1000m JJA nan +thetao Europe 1000m SON nan +thetao Europe 1000m DJF nan +thetao Europe 1000m year nan +thetao Africa 10m MAM nan +thetao Africa 10m JJA nan +thetao Africa 10m SON nan +thetao Africa 10m DJF nan +thetao Africa 10m year nan +thetao Africa 100m MAM nan +thetao Africa 100m JJA nan +thetao Africa 100m SON nan +thetao Africa 100m DJF nan +thetao Africa 100m year nan +thetao Africa 1000m MAM nan +thetao Africa 1000m JJA nan +thetao Africa 1000m SON nan +thetao Africa 1000m DJF nan +thetao Africa 1000m year nan +thetao South_America 10m MAM 1.6194682 +thetao South_America 10m JJA 1.549017 +thetao South_America 10m SON 1.4355454 +thetao South_America 10m DJF 1.2602972 +thetao South_America 10m year 1.4660872 +thetao South_America 100m MAM nan +thetao South_America 100m JJA nan +thetao South_America 100m SON nan +thetao South_America 100m DJF nan +thetao South_America 100m year nan +thetao South_America 1000m MAM nan +thetao South_America 1000m JJA nan +thetao South_America 1000m SON nan +thetao South_America 1000m DJF nan +thetao South_America 1000m year nan +thetao Oceania 10m MAM 0.49432278 +thetao Oceania 10m JJA 0.5426421 +thetao Oceania 10m SON 0.7584677 +thetao Oceania 10m DJF 0.5479088 +thetao Oceania 10m year 0.34784698 +thetao Oceania 100m MAM 0.54088974 +thetao Oceania 100m JJA 0.31777954 +thetao Oceania 100m SON 0.21373463 +thetao Oceania 100m DJF 0.35336018 +thetao Oceania 100m year 0.3564415 +thetao Oceania 1000m MAM nan +thetao Oceania 1000m JJA nan +thetao Oceania 1000m SON nan +thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan +thetao Australia 10m MAM 0.72600746 +thetao Australia 10m JJA 1.3120947 +thetao Australia 10m SON 1.758759 +thetao Australia 10m DJF 1.4222026 +thetao Australia 10m year 1.3047681 +thetao Australia 100m MAM nan +thetao Australia 100m JJA nan +thetao Australia 100m SON nan +thetao Australia 100m DJF nan +thetao Australia 100m year nan +thetao Australia 1000m MAM nan +thetao Australia 1000m JJA nan +thetao Australia 1000m SON nan +thetao Australia 1000m DJF nan +thetao Australia 1000m year nan +thetao Antarctica 10m MAM 0.09491873 +thetao Antarctica 10m JJA 0.013847947 +thetao Antarctica 10m SON 0.19542432 +thetao Antarctica 10m DJF 0.101579726 +thetao Antarctica 10m year 0.003193438 +thetao Antarctica 100m MAM 1.0992427 +thetao Antarctica 100m JJA 0.9033581 +thetao Antarctica 100m SON 0.88800764 +thetao Antarctica 100m DJF 0.917537 +thetao Antarctica 100m year 0.9520211 +thetao Antarctica 1000m MAM nan +thetao Antarctica 1000m JJA nan +thetao Antarctica 1000m SON nan +thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan +thetao glob 10m MAM 0.88227934 +thetao glob 10m JJA 0.85325086 +thetao glob 10m SON 0.822207 +thetao glob 10m DJF 0.8817378 +thetao glob 10m year 0.78812146 +thetao glob 100m MAM 1.0765101 +thetao glob 100m JJA 1.0711037 +thetao glob 100m SON 1.0686424 +thetao glob 100m DJF 1.0714781 +thetao glob 100m year 1.0382288 +thetao glob 1000m MAM 1.137843 +thetao glob 1000m JJA 1.1395581 +thetao glob 1000m SON 1.1357621 +thetao glob 1000m DJF 1.1304984 +thetao glob 1000m year 1.1356694 +thetao arctic 10m MAM 0.6448429 +thetao arctic 10m JJA 0.7565059 +thetao arctic 10m SON 0.52503514 +thetao arctic 10m DJF 0.60679525 +thetao arctic 10m year 0.570319 +thetao arctic 100m MAM 0.6883011 +thetao arctic 100m JJA 0.5879393 +thetao arctic 100m SON 0.5919059 +thetao arctic 100m DJF 0.5995641 +thetao arctic 100m year 0.6110214 +thetao arctic 1000m MAM 0.81712323 +thetao arctic 1000m JJA 0.8068875 +thetao arctic 1000m SON 0.8109699 +thetao arctic 1000m DJF 0.8188355 +thetao arctic 1000m year 0.81333756 +thetao northmid 10m MAM 1.6685896 +thetao northmid 10m JJA 1.5815641 +thetao northmid 10m SON 1.4228444 +thetao northmid 10m DJF 1.5379044 +thetao northmid 10m year 1.3778695 +thetao northmid 100m MAM 1.6484758 +thetao northmid 100m JJA 1.7617483 +thetao northmid 100m SON 1.9964179 +thetao northmid 100m DJF 1.7475288 +thetao northmid 100m year 1.7718524 +thetao northmid 1000m MAM 1.7745479 +thetao northmid 1000m JJA 1.7755514 +thetao northmid 1000m SON 1.7676692 +thetao northmid 1000m DJF 1.7685134 +thetao northmid 1000m year 1.771519 +thetao tropics 10m MAM 0.8439478 +thetao tropics 10m JJA 0.7906569 +thetao tropics 10m SON 0.8480667 +thetao tropics 10m DJF 0.82404065 +thetao tropics 10m year 0.7480739 +thetao tropics 100m MAM 1.2640605 +thetao tropics 100m JJA 1.362119 +thetao tropics 100m SON 1.2810578 +thetao tropics 100m DJF 1.2890134 +thetao tropics 100m year 1.240471 +thetao tropics 1000m MAM 1.3750803 +thetao tropics 1000m JJA 1.3817345 +thetao tropics 1000m SON 1.3762255 +thetao tropics 1000m DJF 1.3699092 +thetao tropics 1000m year 1.375706 +thetao innertropics 10m MAM 0.81031084 +thetao innertropics 10m JJA 0.7368543 +thetao innertropics 10m SON 0.8151563 +thetao innertropics 10m DJF 0.8327617 +thetao innertropics 10m year 0.6960615 +thetao innertropics 100m MAM 1.5260926 +thetao innertropics 100m JJA 1.720369 +thetao innertropics 100m SON 1.6188637 +thetao innertropics 100m DJF 1.5666076 +thetao innertropics 100m year 1.5257194 +thetao innertropics 1000m MAM 1.3252739 +thetao innertropics 1000m JJA 1.3279308 +thetao innertropics 1000m SON 1.3252093 +thetao innertropics 1000m DJF 1.3228732 +thetao innertropics 1000m year 1.3253219 +thetao nino34 10m MAM 0.5881573 +thetao nino34 10m JJA 0.3720751 +thetao nino34 10m SON 0.49406746 +thetao nino34 10m DJF 0.5285296 +thetao nino34 10m year 0.39149812 +thetao nino34 100m MAM 0.84684056 +thetao nino34 100m JJA 1.4346278 +thetao nino34 100m SON 0.5877769 +thetao nino34 100m DJF 0.6852465 +thetao nino34 100m year 0.6757777 +thetao nino34 1000m MAM 0.886263 +thetao nino34 1000m JJA 0.83812207 +thetao nino34 1000m SON 0.8531179 +thetao nino34 1000m DJF 0.8390116 +thetao nino34 1000m year 0.8541284 +thetao southmid 10m MAM 0.7950089 +thetao southmid 10m JJA 0.7537812 +thetao southmid 10m SON 0.79054284 +thetao southmid 10m DJF 0.8488957 +thetao southmid 10m year 0.7630415 +thetao southmid 100m MAM 0.9871932 +thetao southmid 100m JJA 0.8039282 +thetao southmid 100m SON 0.7915365 +thetao southmid 100m DJF 0.91281426 +thetao southmid 100m year 0.8501226 +thetao southmid 1000m MAM 0.7510602 +thetao southmid 1000m JJA 0.7443753 +thetao southmid 1000m SON 0.74422395 +thetao southmid 1000m DJF 0.7351669 +thetao southmid 1000m year 0.7429242 +thetao antarctic 10m MAM 0.56633013 +thetao antarctic 10m JJA 0.4505258 +thetao antarctic 10m SON 0.3821567 +thetao antarctic 10m DJF 0.7142565 +thetao antarctic 10m year 0.48556563 +thetao antarctic 100m MAM 0.5840203 +thetao antarctic 100m JJA 0.61970776 +thetao antarctic 100m SON 0.64882326 +thetao antarctic 100m DJF 0.61433065 +thetao antarctic 100m year 0.59482837 +thetao antarctic 1000m MAM 0.72945464 +thetao antarctic 1000m JJA 0.74691254 +thetao antarctic 1000m SON 0.7355867 +thetao antarctic 1000m DJF 0.7244587 +thetao antarctic 1000m year 0.7340285 +so Atlantic_Basin 10m MAM 0.67177737 +so Atlantic_Basin 10m JJA 0.73919135 +so Atlantic_Basin 10m SON 0.7004488 +so Atlantic_Basin 10m DJF 0.65818554 +so Atlantic_Basin 10m year 0.66407895 +so Atlantic_Basin 100m MAM 0.479813 +so Atlantic_Basin 100m JJA 0.45864838 +so Atlantic_Basin 100m SON 0.45411804 +so Atlantic_Basin 100m DJF 0.48221305 +so Atlantic_Basin 100m year 0.46603122 +so Atlantic_Basin 1000m MAM 0.2885312 +so Atlantic_Basin 1000m JJA 0.2871118 +so Atlantic_Basin 1000m SON 0.2865541 +so Atlantic_Basin 1000m DJF 0.28700128 +so Atlantic_Basin 1000m year 0.28728595 +so Pacific_Basin 10m MAM 0.3963602 +so Pacific_Basin 10m JJA 0.3906402 +so Pacific_Basin 10m SON 0.4046908 +so Pacific_Basin 10m DJF 0.38290063 +so Pacific_Basin 10m year 0.37849018 +so Pacific_Basin 100m MAM 0.20619784 +so Pacific_Basin 100m JJA 0.20204437 +so Pacific_Basin 100m SON 0.19993104 +so Pacific_Basin 100m DJF 0.19577457 +so Pacific_Basin 100m year 0.19762872 +so Pacific_Basin 1000m MAM 0.15476888 +so Pacific_Basin 1000m JJA 0.15453845 +so Pacific_Basin 1000m SON 0.1547366 +so Pacific_Basin 1000m DJF 0.1548358 +so Pacific_Basin 1000m year 0.15470427 +so Indian_Basin 10m MAM 0.5660352 +so Indian_Basin 10m JJA 0.5085601 +so Indian_Basin 10m SON 0.50582224 +so Indian_Basin 10m DJF 0.520844 +so Indian_Basin 10m year 0.51686794 +so Indian_Basin 100m MAM 0.34620818 +so Indian_Basin 100m JJA 0.33400896 +so Indian_Basin 100m SON 0.36008242 +so Indian_Basin 100m DJF 0.3528051 +so Indian_Basin 100m year 0.34454423 +so Indian_Basin 1000m MAM 0.12513931 +so Indian_Basin 1000m JJA 0.12711668 +so Indian_Basin 1000m SON 0.12551521 +so Indian_Basin 1000m DJF 0.12766142 +so Indian_Basin 1000m year 0.12621172 +so Arctic_Basin 10m MAM 1.1266385 +so Arctic_Basin 10m JJA 1.3154507 +so Arctic_Basin 10m SON 1.1810393 +so Arctic_Basin 10m DJF 1.2242814 +so Arctic_Basin 10m year 1.151384 +so Arctic_Basin 100m MAM 0.95893604 +so Arctic_Basin 100m JJA 0.9725928 +so Arctic_Basin 100m SON 1.0273366 +so Arctic_Basin 100m DJF 0.95712626 +so Arctic_Basin 100m year 0.978268 +so Arctic_Basin 1000m MAM 0.3325562 +so Arctic_Basin 1000m JJA 0.32644773 +so Arctic_Basin 1000m SON 0.3258506 +so Arctic_Basin 1000m DJF 0.33616388 +so Arctic_Basin 1000m year 0.33025464 +so Southern_Ocean_Basin 10m MAM 0.20195203 +so Southern_Ocean_Basin 10m JJA 0.20208678 +so Southern_Ocean_Basin 10m SON 0.19573355 +so Southern_Ocean_Basin 10m DJF 0.19687055 +so Southern_Ocean_Basin 10m year 0.19085933 +so Southern_Ocean_Basin 100m MAM 0.21008836 +so Southern_Ocean_Basin 100m JJA 0.20586994 +so Southern_Ocean_Basin 100m SON 0.20496485 +so Southern_Ocean_Basin 100m DJF 0.20369114 +so Southern_Ocean_Basin 100m year 0.20443611 +so Southern_Ocean_Basin 1000m MAM 0.08004735 +so Southern_Ocean_Basin 1000m JJA 0.07941346 +so Southern_Ocean_Basin 1000m SON 0.07956267 +so Southern_Ocean_Basin 1000m DJF 0.07831673 +so Southern_Ocean_Basin 1000m year 0.079193324 +so Mediterranean_Basin 10m MAM 0.4038859 +so Mediterranean_Basin 10m JJA 0.43388912 +so Mediterranean_Basin 10m SON 0.53763735 +so Mediterranean_Basin 10m DJF 0.44540095 +so Mediterranean_Basin 10m year 0.45218307 +so Mediterranean_Basin 100m MAM 0.20524615 +so Mediterranean_Basin 100m JJA 0.19362575 +so Mediterranean_Basin 100m SON 0.1947123 +so Mediterranean_Basin 100m DJF 0.19316193 +so Mediterranean_Basin 100m year 0.19421098 +so Mediterranean_Basin 1000m MAM 0.13332053 +so Mediterranean_Basin 1000m JJA 0.12593377 +so Mediterranean_Basin 1000m SON 0.13727437 +so Mediterranean_Basin 1000m DJF 0.13679604 +so Mediterranean_Basin 1000m year 0.13333163 +so Asia 10m MAM 1.4338262 +so Asia 10m JJA 1.5393782 +so Asia 10m SON 1.3236438 +so Asia 10m DJF 1.3195444 +so Asia 10m year 1.2486186 +so Asia 100m MAM 0.27069473 +so Asia 100m JJA 0.26917267 +so Asia 100m SON 0.2715454 +so Asia 100m DJF 0.25179672 +so Asia 100m year 0.2658043 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 1.2245046 +so North_America 10m JJA 1.7784313 +so North_America 10m SON 1.4355468 +so North_America 10m DJF 1.3800371 +so North_America 10m year 1.4410713 +so North_America 100m MAM 0.59290546 +so North_America 100m JJA 0.5573139 +so North_America 100m SON 0.5432584 +so North_America 100m DJF 0.64541435 +so North_America 100m year 0.5847232 +so North_America 1000m MAM 0.42787933 +so North_America 1000m JJA 0.42949677 +so North_America 1000m SON 0.4173584 +so North_America 1000m DJF 0.42230988 +so North_America 1000m year 0.424263 +so Europe 10m MAM 0.70464367 +so Europe 10m JJA 1.016556 +so Europe 10m SON 1.0685452 +so Europe 10m DJF 0.7480382 +so Europe 10m year 0.8718815 +so Europe 100m MAM 0.2883911 +so Europe 100m JJA 0.2794819 +so Europe 100m SON 0.23692703 +so Europe 100m DJF 0.20865822 +so Europe 100m year 0.25336266 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 0.6630618 +so South_America 10m JJA 0.52552414 +so South_America 10m SON 0.5289205 +so South_America 10m DJF 0.95322037 +so South_America 10m year 0.5986379 +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM 0.29190636 +so Oceania 10m JJA 0.3373623 +so Oceania 10m SON 0.39522552 +so Oceania 10m DJF 0.38805962 +so Oceania 10m year 0.35313797 +so Oceania 100m MAM 0.19245148 +so Oceania 100m JJA 0.15202713 +so Oceania 100m SON 0.18027115 +so Oceania 100m DJF 0.17903137 +so Oceania 100m year 0.17594528 +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 0.68535423 +so Australia 10m JJA 0.73088646 +so Australia 10m SON 0.75517845 +so Australia 10m DJF 0.7372322 +so Australia 10m year 0.7271652 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.39376068 +so Antarctica 10m JJA 0.3182907 +so Antarctica 10m SON 0.37812042 +so Antarctica 10m DJF 0.5748863 +so Antarctica 10m year 0.4162674 +so Antarctica 100m MAM 0.049743652 +so Antarctica 100m JJA 0.13262558 +so Antarctica 100m SON 0.0995903 +so Antarctica 100m DJF 0.050697327 +so Antarctica 100m year 0.083164215 +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.5057719 +so glob 10m JJA 0.533461 +so glob 10m SON 0.5135986 +so glob 10m DJF 0.50493735 +so glob 10m year 0.4941309 +so glob 100m MAM 0.3533389 +so glob 100m JJA 0.34715047 +so glob 100m SON 0.35339776 +so glob 100m DJF 0.34890965 +so glob 100m year 0.34816536 +so glob 1000m MAM 0.17320047 +so glob 1000m JJA 0.17237645 +so glob 1000m SON 0.17220812 +so glob 1000m DJF 0.17303336 +so glob 1000m year 0.1726385 +so arctic 10m MAM 1.0504963 +so arctic 10m JJA 1.234255 +so arctic 10m SON 1.1089921 +so arctic 10m DJF 1.1406829 +so arctic 10m year 1.0783297 +so arctic 100m MAM 0.8706962 +so arctic 100m JJA 0.87397146 +so arctic 100m SON 0.9168313 +so arctic 100m DJF 0.87206256 +so arctic 100m year 0.8827139 +so arctic 1000m MAM 0.3039836 +so arctic 1000m JJA 0.29875672 +so arctic 1000m SON 0.29804605 +so arctic 1000m DJF 0.30722973 +so arctic 1000m year 0.30200407 +so northmid 10m MAM 0.6543895 +so northmid 10m JJA 0.71278787 +so northmid 10m SON 0.71581745 +so northmid 10m DJF 0.66208035 +so northmid 10m year 0.6757107 +so northmid 100m MAM 0.47980747 +so northmid 100m JJA 0.46421963 +so northmid 100m SON 0.46224654 +so northmid 100m DJF 0.4734022 +so northmid 100m year 0.4665963 +so northmid 1000m MAM 0.16465116 +so northmid 1000m JJA 0.16374446 +so northmid 1000m SON 0.16366173 +so northmid 1000m DJF 0.16262843 +so northmid 1000m year 0.16361894 +so tropics 10m MAM 0.49607953 +so tropics 10m JJA 0.47546417 +so tropics 10m SON 0.4715395 +so tropics 10m DJF 0.45849034 +so tropics 10m year 0.4531096 +so tropics 100m MAM 0.24350728 +so tropics 100m JJA 0.23623198 +so tropics 100m SON 0.23761256 +so tropics 100m DJF 0.23794004 +so tropics 100m year 0.23473889 +so tropics 1000m MAM 0.21757647 +so tropics 1000m JJA 0.21765828 +so tropics 1000m SON 0.21726438 +so tropics 1000m DJF 0.21803628 +so tropics 1000m year 0.21759304 +so innertropics 10m MAM 0.6029483 +so innertropics 10m JJA 0.5614174 +so innertropics 10m SON 0.5444681 +so innertropics 10m DJF 0.53445524 +so innertropics 10m year 0.5259006 +so innertropics 100m MAM 0.19755965 +so innertropics 100m JJA 0.19017671 +so innertropics 100m SON 0.19121514 +so innertropics 100m DJF 0.18947396 +so innertropics 100m year 0.18664017 +so innertropics 1000m MAM 0.22894834 +so innertropics 1000m JJA 0.22925913 +so innertropics 1000m SON 0.22807583 +so innertropics 1000m DJF 0.22875965 +so innertropics 1000m year 0.22871435 +so nino34 10m MAM 0.07259683 +so nino34 10m JJA 0.09128122 +so nino34 10m SON 0.09801909 +so nino34 10m DJF 0.07397025 +so nino34 10m year 0.07624839 +so nino34 100m MAM 0.10466455 +so nino34 100m JJA 0.10978279 +so nino34 100m SON 0.09635099 +so nino34 100m DJF 0.08752178 +so nino34 100m year 0.09503457 +so nino34 1000m MAM 0.22387384 +so nino34 1000m JJA 0.22544473 +so nino34 1000m SON 0.22312672 +so nino34 1000m DJF 0.22269042 +so nino34 1000m year 0.22378375 +so southmid 10m MAM 0.2904622 +so southmid 10m JJA 0.28837764 +so southmid 10m SON 0.28777477 +so southmid 10m DJF 0.2840093 +so southmid 10m year 0.28577885 +so southmid 100m MAM 0.29574296 +so southmid 100m JJA 0.29119012 +so southmid 100m SON 0.2917347 +so southmid 100m DJF 0.2891764 +so southmid 100m year 0.29119003 +so southmid 1000m MAM 0.111277744 +so southmid 1000m JJA 0.11047844 +so southmid 1000m SON 0.11109011 +so southmid 1000m DJF 0.110805616 +so southmid 1000m year 0.110800795 +so antarctic 10m MAM 0.12370835 +so antarctic 10m JJA 0.13125312 +so antarctic 10m SON 0.11806663 +so antarctic 10m DJF 0.12321667 +so antarctic 10m year 0.103984736 +so antarctic 100m MAM 0.11122808 +so antarctic 100m JJA 0.10870616 +so antarctic 100m SON 0.11041553 +so antarctic 100m DJF 0.10842308 +so antarctic 100m year 0.10655654 +so antarctic 1000m MAM 0.053159628 +so antarctic 1000m JJA 0.052705813 +so antarctic 1000m SON 0.051510815 +so antarctic 1000m DJF 0.05030158 +so antarctic 1000m year 0.051821318 diff --git a/eval/NCEP2/E3SM-1-1.csv b/eval/NCEP2/E3SM-1-1.csv index f266630..ee034c5 100644 --- a/eval/NCEP2/E3SM-1-1.csv +++ b/eval/NCEP2/E3SM-1-1.csv @@ -1,513 +1,1761 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 11.507184687511499 +siconc Atlantic_Basin surface MAM 19.942543698539176 +siconc Atlantic_Basin surface JJA 18.324293232494224 +siconc Atlantic_Basin surface SON 11.988745408654594 +siconc Atlantic_Basin surface DJF 19.13167836413916 +siconc Atlantic_Basin surface year 14.415442707185331 +siconc Pacific_Basin surface MAM 17.927725866786915 +siconc Pacific_Basin surface JJA 5.092607461186343 +siconc Pacific_Basin surface SON 6.986234904120365 +siconc Pacific_Basin surface DJF 13.863882322988069 +siconc Pacific_Basin surface year 7.972754071652185 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 2.7827215727123034 +siconc Arctic_Basin surface JJA 8.577433388488787 +siconc Arctic_Basin surface SON 9.09027191724009 +siconc Arctic_Basin surface DJF 3.9498758115185533 +siconc Arctic_Basin surface year 4.523011075890672 +siconc Southern_Ocean_Basin surface MAM 19.16033738726404 +siconc Southern_Ocean_Basin surface JJA 11.836609516416827 +siconc Southern_Ocean_Basin surface SON 11.507983611836165 +siconc Southern_Ocean_Basin surface DJF 15.15656525579113 +siconc Southern_Ocean_Basin surface year 11.93441881154393 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 9.888286285400397 +siconc Asia surface JJA 20.03808511734009 +siconc Asia surface SON 23.987261390686033 +siconc Asia surface DJF 0.6525822448730523 +siconc Asia surface year 13.64030387878418 +siconc North_America surface MAM 20.542734069824217 +siconc North_America surface JJA 30.760746790568035 +siconc North_America surface SON 17.33514678955078 +siconc North_America surface DJF 26.920018513997395 +siconc North_America surface year 19.339789886474613 +siconc Europe surface MAM nan +siconc Europe surface JJA nan +siconc Europe surface SON nan +siconc Europe surface DJF nan +siconc Europe surface year nan +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 4.697573208808899 +siconc Antarctica surface JJA 0.696774444580079 +siconc Antarctica surface SON 2.59550193786621 +siconc Antarctica surface DJF 0.3011650824546814 +siconc Antarctica surface year 0.621920471191407 +siconc glob surface MAM 11.507184687511497 siconc glob surface JJA 10.886245804693548 siconc glob surface SON 10.419925327318138 -siconc glob surface DJF 10.558922907775289 +siconc glob surface DJF 10.558922907775287 +siconc glob surface year 9.003860009383363 siconc arctic surface MAM 5.087364719785923 siconc arctic surface JJA 10.078059448870055 -siconc arctic surface SON 9.584293569249535 +siconc arctic surface SON 9.584293569249537 siconc arctic surface DJF 6.026265408019104 -siconc northmid surface MAM 22.65309593462633 +siconc arctic surface year 6.063410196826542 +siconc northmid surface MAM 22.65309593462632 siconc northmid surface JJA 11.706858660988685 siconc northmid surface SON 5.616668986383677 -siconc northmid surface DJF 17.98454846296268 +siconc northmid surface DJF 17.984548462962685 +siconc northmid surface year 10.262580642015022 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.003096215111084 siconc southmid surface JJA 12.80500029143931 siconc southmid surface SON 15.399548703258574 siconc southmid surface DJF 5.932988377909845 +siconc southmid surface year 9.670488287216527 siconc antarctic surface MAM 20.227962667880075 siconc antarctic surface JJA 10.059761186396173 siconc antarctic surface SON 9.210752049874882 siconc antarctic surface DJF 16.46718513984658 -tas glob surface MAM 1.6908373 -tas glob surface JJA 1.6537077 -tas glob surface SON 1.8549062 -tas glob surface DJF 1.9427999 -tas arctic surface MAM 1.7635444 -tas arctic surface JJA 1.1494855 -tas arctic surface SON 4.2544403 -tas arctic surface DJF 2.8370578 -tas northmid surface MAM 2.449349 -tas northmid surface JJA 2.1565301 -tas northmid surface SON 1.6285565 -tas northmid surface DJF 2.1868927 -tas tropics surface MAM 1.2230146 -tas tropics surface JJA 1.1470872 -tas tropics surface SON 1.168069 -tas tropics surface DJF 1.1585186 -tas innertropics surface MAM 1.1806896 -tas innertropics surface JJA 1.1064874 -tas innertropics surface SON 1.1125525 -tas innertropics surface DJF 1.0761127 -tas nino34 surface MAM 1.4297167 -tas nino34 surface JJA 1.8077105 -tas nino34 surface SON 1.887812 -tas nino34 surface DJF 1.2470124 -tas southmid surface MAM 0.7257932 -tas southmid surface JJA 0.82091254 -tas southmid surface SON 0.85638356 -tas southmid surface DJF 0.9209103 -tas antarctic surface MAM 2.8600764 -tas antarctic surface JJA 3.5130584 -tas antarctic surface SON 2.2016904 -tas antarctic surface DJF 3.5170178 +siconc antarctic surface year 12.048394438400614 +tas Atlantic_Basin surface MAM 1.6818445 +tas Atlantic_Basin surface JJA 1.354357 +tas Atlantic_Basin surface SON 1.2334205 +tas Atlantic_Basin surface DJF 1.823071 +tas Atlantic_Basin surface year 1.4129901 +tas Pacific_Basin surface MAM 0.9725181 +tas Pacific_Basin surface JJA 0.7226889 +tas Pacific_Basin surface SON 0.7124251 +tas Pacific_Basin surface DJF 0.91668594 +tas Pacific_Basin surface year 0.74453026 +tas Indian_Basin surface MAM 0.5319138 +tas Indian_Basin surface JJA 0.6059778 +tas Indian_Basin surface SON 0.68693626 +tas Indian_Basin surface DJF 0.5681656 +tas Indian_Basin surface year 0.51177835 +tas Arctic_Basin surface MAM 1.2207907 +tas Arctic_Basin surface JJA 0.8549364 +tas Arctic_Basin surface SON 3.899957 +tas Arctic_Basin surface DJF 1.8757957 +tas Arctic_Basin surface year 1.4244504 +tas Southern_Ocean_Basin surface MAM 1.9002659 +tas Southern_Ocean_Basin surface JJA 1.6636707 +tas Southern_Ocean_Basin surface SON 1.3484806 +tas Southern_Ocean_Basin surface DJF 1.6788933 +tas Southern_Ocean_Basin surface year 1.4424291 +tas Mediterranean_Basin surface MAM 2.8744326 +tas Mediterranean_Basin surface JJA 1.2768301 +tas Mediterranean_Basin surface SON 1.7895048 +tas Mediterranean_Basin surface DJF 3.130935 +tas Mediterranean_Basin surface year 2.2375927 +tas Asia surface MAM 3.4752955 +tas Asia surface JJA 2.9012332 +tas Asia surface SON 2.5616102 +tas Asia surface DJF 3.6971583 +tas Asia surface year 2.2897897 +tas North_America surface MAM 2.2552536 +tas North_America surface JJA 2.5491564 +tas North_America surface SON 2.5151079 +tas North_America surface DJF 2.5573425 +tas North_America surface year 1.5676743 +tas Europe surface MAM 2.1639743 +tas Europe surface JJA 2.0073647 +tas Europe surface SON 1.2978891 +tas Europe surface DJF 1.7987005 +tas Europe surface year 1.0621103 +tas Africa surface MAM 2.1717737 +tas Africa surface JJA 1.5662787 +tas Africa surface SON 1.5104146 +tas Africa surface DJF 2.0468528 +tas Africa surface year 1.7069054 +tas South_America surface MAM 1.5570921 +tas South_America surface JJA 1.6620257 +tas South_America surface SON 1.5510106 +tas South_America surface DJF 1.6330817 +tas South_America surface year 1.4385118 +tas Oceania surface MAM 3.2973244 +tas Oceania surface JJA 3.9314132 +tas Oceania surface SON 2.1882408 +tas Oceania surface DJF 2.1742194 +tas Oceania surface year 2.8912466 +tas Australia surface MAM 0.94935614 +tas Australia surface JJA 0.9470836 +tas Australia surface SON 1.7265815 +tas Australia surface DJF 0.9966129 +tas Australia surface year 1.0599813 +tas Antarctica surface MAM 1.9833463 +tas Antarctica surface JJA 2.5218825 +tas Antarctica surface SON 1.5233136 +tas Antarctica surface DJF 6.106839 +tas Antarctica surface year 1.6837425 +tas glob surface MAM 1.6908176 +tas glob surface JJA 1.512173 +tas glob surface SON 1.5551004 +tas glob surface DJF 2.093571 +tas glob surface year 1.3330599 +tas arctic surface MAM 1.5930296 +tas arctic surface JJA 1.6278948 +tas arctic surface SON 3.4117174 +tas arctic surface DJF 2.7212145 +tas arctic surface year 1.527252 +tas northmid surface MAM 2.7093163 +tas northmid surface JJA 2.1668773 +tas northmid surface SON 1.6077391 +tas northmid surface DJF 2.1838067 +tas northmid surface year 1.8415381 +tas tropics surface MAM 1.0764862 +tas tropics surface JJA 0.8797878 +tas tropics surface SON 0.87263113 +tas tropics surface DJF 1.0244948 +tas tropics surface year 0.86117697 +tas innertropics surface MAM 0.7795542 +tas innertropics surface JJA 0.7729345 +tas innertropics surface SON 0.7198332 +tas innertropics surface DJF 0.7930982 +tas innertropics surface year 0.6718819 +tas nino34 surface MAM 0.7342232 +tas nino34 surface JJA 1.0989822 +tas nino34 surface SON 1.208873 +tas nino34 surface DJF 0.5480499 +tas nino34 surface year 0.8975324 +tas southmid surface MAM 1.3424234 +tas southmid surface JJA 1.1423918 +tas southmid surface SON 1.0995845 +tas southmid surface DJF 1.3372723 +tas southmid surface year 1.1857753 +tas antarctic surface MAM 2.32102 +tas antarctic surface JJA 2.353092 +tas antarctic surface SON 1.5630585 +tas antarctic surface DJF 4.3474855 +tas antarctic surface year 1.7234695 +clt Atlantic_Basin surface MAM 10.544936 +clt Atlantic_Basin surface JJA 11.499274 +clt Atlantic_Basin surface SON 8.050169 +clt Atlantic_Basin surface DJF 10.065302 +clt Atlantic_Basin surface year 9.180194 +clt Pacific_Basin surface MAM 8.621362 +clt Pacific_Basin surface JJA 9.131424 +clt Pacific_Basin surface SON 7.5899134 +clt Pacific_Basin surface DJF 7.9568443 +clt Pacific_Basin surface year 7.3713903 +clt Indian_Basin surface MAM 6.2643743 +clt Indian_Basin surface JJA 8.52203 +clt Indian_Basin surface SON 5.7881823 +clt Indian_Basin surface DJF 9.911226 +clt Indian_Basin surface year 5.77055 +clt Arctic_Basin surface MAM 23.814072 +clt Arctic_Basin surface JJA 16.760908 +clt Arctic_Basin surface SON 21.576073 +clt Arctic_Basin surface DJF 23.161848 +clt Arctic_Basin surface year 21.280903 +clt Southern_Ocean_Basin surface MAM 3.68002 +clt Southern_Ocean_Basin surface JJA 5.802212 +clt Southern_Ocean_Basin surface SON 3.2978578 +clt Southern_Ocean_Basin surface DJF 3.3245714 +clt Southern_Ocean_Basin surface year 3.095455 +clt Mediterranean_Basin surface MAM 5.8410807 +clt Mediterranean_Basin surface JJA 3.676902 +clt Mediterranean_Basin surface SON 3.865492 +clt Mediterranean_Basin surface DJF 7.402541 +clt Mediterranean_Basin surface year 3.0338778 +clt Asia surface MAM 16.457983 +clt Asia surface JJA 9.837984 +clt Asia surface SON 10.976285 +clt Asia surface DJF 17.657644 +clt Asia surface year 12.214943 +clt North_America surface MAM 19.69206 +clt North_America surface JJA 15.130343 +clt North_America surface SON 14.6789255 +clt North_America surface DJF 18.247606 +clt North_America surface year 16.688513 +clt Europe surface MAM 15.847289 +clt Europe surface JJA 7.258003 +clt Europe surface SON 7.337224 +clt Europe surface DJF 13.660747 +clt Europe surface year 10.494805 +clt Africa surface MAM 12.110001 +clt Africa surface JJA 7.4742937 +clt Africa surface SON 9.550103 +clt Africa surface DJF 11.775749 +clt Africa surface year 9.382567 +clt South_America surface MAM 11.374409 +clt South_America surface JJA 11.993322 +clt South_America surface SON 9.102411 +clt South_America surface DJF 8.764087 +clt South_America surface year 8.961993 +clt Oceania surface MAM 8.086757 +clt Oceania surface JJA 12.168438 +clt Oceania surface SON 9.300885 +clt Oceania surface DJF 5.6487994 +clt Oceania surface year 7.4611387 +clt Australia surface MAM 7.7204533 +clt Australia surface JJA 15.75085 +clt Australia surface SON 4.898352 +clt Australia surface DJF 4.286836 +clt Australia surface year 6.0174303 +clt Antarctica surface MAM 44.50797 +clt Antarctica surface JJA 41.592327 +clt Antarctica surface SON 35.37997 +clt Antarctica surface DJF 30.701258 +clt Antarctica surface year 37.301376 clt glob surface MAM 13.58587 -clt glob surface JJA 12.448338 +clt glob surface JJA 12.448337 clt glob surface SON 10.854672 clt glob surface DJF 12.361171 +clt glob surface year 11.371718 clt arctic surface MAM 22.201126 -clt arctic surface JJA 16.168991 +clt arctic surface JJA 16.168993 clt arctic surface SON 18.752129 clt arctic surface DJF 22.403053 +clt arctic surface year 19.69555 clt northmid surface MAM 9.272189 clt northmid surface JJA 6.6622024 clt northmid surface SON 6.424295 clt northmid surface DJF 8.733785 +clt northmid surface year 6.8307133 clt tropics surface MAM 10.564023 clt tropics surface JJA 11.151046 clt tropics surface SON 8.238371 -clt tropics surface DJF 9.947924 +clt tropics surface DJF 9.947925 +clt tropics surface year 8.567707 clt innertropics surface MAM 10.446743 clt innertropics surface JJA 10.547695 clt innertropics surface SON 7.413327 clt innertropics surface DJF 9.655369 +clt innertropics surface year 7.825539 clt nino34 surface MAM 12.646395 clt nino34 surface JJA 13.284491 clt nino34 surface SON 11.450469 clt nino34 surface DJF 9.060279 +clt nino34 surface year 10.790141 clt southmid surface MAM 4.153741 clt southmid surface JJA 4.2408347 clt southmid surface SON 4.101052 clt southmid surface DJF 4.620842 +clt southmid surface year 3.708113 clt antarctic surface MAM 26.344845 clt antarctic surface JJA 26.415459 clt antarctic surface SON 20.521898 clt antarctic surface DJF 19.739819 +clt antarctic surface year 22.053837 +pr Atlantic_Basin surface MAM 9.4031275e-06 +pr Atlantic_Basin surface JJA 1.15581415e-05 +pr Atlantic_Basin 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year 0.29252243 +thetao Africa 10m MAM 1.914115 +thetao Africa 10m JJA 2.521244 +thetao Africa 10m SON 2.472416 +thetao Africa 10m DJF 1.8035469 +thetao Africa 10m year 2.1778374 +thetao Africa 100m MAM nan +thetao Africa 100m JJA nan +thetao Africa 100m SON nan +thetao Africa 100m DJF nan +thetao Africa 100m year nan +thetao Africa 1000m MAM nan +thetao Africa 1000m JJA nan +thetao Africa 1000m SON nan +thetao Africa 1000m DJF nan +thetao Africa 1000m year nan +thetao South_America 10m MAM 2.4657218 +thetao South_America 10m JJA 1.8396412 +thetao South_America 10m SON 1.3250542 +thetao South_America 10m DJF 2.3664913 +thetao South_America 10m year 1.8525038 +thetao South_America 100m MAM nan +thetao South_America 100m JJA nan +thetao South_America 100m SON nan +thetao South_America 100m DJF nan +thetao South_America 100m year nan +thetao South_America 1000m MAM nan +thetao South_America 1000m JJA nan +thetao South_America 1000m SON nan +thetao South_America 1000m DJF nan +thetao South_America 1000m year nan +thetao Oceania 10m MAM 0.8457713 +thetao Oceania 10m JJA 0.34487128 +thetao Oceania 10m SON 0.4137838 +thetao Oceania 10m DJF 0.6890745 +thetao Oceania 10m year 0.35821867 +thetao Oceania 100m MAM 1.1125793 +thetao Oceania 100m JJA 1.2173662 +thetao Oceania 100m SON 1.089777 +thetao Oceania 100m DJF 1.3149309 +thetao Oceania 100m year 1.1836653 +thetao Oceania 1000m MAM 0.4314432 +thetao Oceania 1000m JJA 0.40700555 +thetao Oceania 1000m SON 0.38090324 +thetao Oceania 1000m DJF 0.44138122 +thetao Oceania 1000m year 0.41519856 +thetao Australia 10m MAM 0.46306992 +thetao Australia 10m JJA 0.8205592 +thetao Australia 10m SON 0.96860504 +thetao Australia 10m DJF 0.5735772 +thetao Australia 10m year 0.3772615 +thetao Australia 100m MAM nan +thetao Australia 100m JJA nan +thetao Australia 100m SON nan +thetao Australia 100m DJF nan +thetao Australia 100m year nan +thetao Australia 1000m MAM nan +thetao Australia 1000m JJA nan +thetao Australia 1000m SON nan +thetao Australia 1000m DJF nan +thetao Australia 1000m year nan +thetao Antarctica 10m MAM 1.0895861 +thetao Antarctica 10m JJA 0.36335582 +thetao Antarctica 10m SON 0.30720073 +thetao Antarctica 10m DJF 2.0094283 +thetao Antarctica 10m year 0.7985223 +thetao Antarctica 100m MAM 0.6735617 +thetao Antarctica 100m JJA 0.883205 +thetao Antarctica 100m SON 0.6295671 +thetao Antarctica 100m DJF 0.64386034 +thetao Antarctica 100m year 0.6569887 +thetao Antarctica 1000m MAM 1.4026713 +thetao Antarctica 1000m JJA 1.3119524 +thetao Antarctica 1000m SON 1.3451805 +thetao Antarctica 1000m DJF 1.4406476 +thetao Antarctica 1000m year 1.3750978 thetao glob 10m MAM 1.0950298 thetao glob 10m JJA 0.9516905 -thetao glob 10m SON 0.9029392 +thetao glob 10m SON 0.9029393 thetao glob 10m DJF 1.0941811 +thetao glob 10m year 0.91429996 thetao glob 100m MAM 1.5597066 thetao glob 100m JJA 1.5871344 thetao glob 100m SON 1.5359762 thetao glob 100m DJF 1.4879097 -thetao glob 1000m MAM 0.89820147 +thetao glob 100m year 1.5080448 +thetao glob 1000m MAM 0.8982015 thetao glob 1000m JJA 0.89821213 -thetao glob 1000m SON 0.89898294 +thetao glob 1000m SON 0.8989829 thetao glob 1000m DJF 0.8981964 +thetao glob 1000m year 0.8977877 thetao arctic 10m MAM 0.789228 thetao arctic 10m JJA 0.7116047 thetao arctic 10m SON 0.5672552 thetao arctic 10m DJF 0.76720077 -thetao arctic 100m MAM 1.9591712 -thetao arctic 100m JJA 1.8588235 -thetao arctic 100m SON 1.8344632 -thetao arctic 100m DJF 1.8307673 +thetao arctic 10m year 0.6582119 +thetao arctic 100m MAM 1.9591713 +thetao arctic 100m JJA 1.8588233 +thetao arctic 100m SON 1.8344635 +thetao arctic 100m DJF 1.8307675 +thetao arctic 100m year 1.8646615 thetao arctic 1000m MAM 1.4091792 thetao arctic 1000m JJA 1.4271697 thetao arctic 1000m SON 1.4204834 -thetao arctic 1000m DJF 1.4027259 +thetao arctic 1000m DJF 1.402726 +thetao arctic 1000m year 1.4148895 thetao northmid 10m MAM 2.1600928 thetao northmid 10m JJA 1.9795457 thetao northmid 10m SON 1.8831904 -thetao northmid 10m DJF 1.9674704 +thetao northmid 10m DJF 1.9674706 +thetao northmid 10m year 1.9410113 thetao northmid 100m MAM 1.5571786 thetao northmid 100m JJA 1.6012485 thetao northmid 100m SON 1.7645763 thetao northmid 100m DJF 1.6164691 +thetao northmid 100m year 1.6125897 thetao northmid 1000m MAM 0.90265435 -thetao northmid 1000m JJA 0.89863324 -thetao northmid 1000m SON 0.9012941 +thetao northmid 1000m JJA 0.8986333 +thetao northmid 1000m SON 0.90129405 thetao northmid 1000m DJF 0.9083748 +thetao northmid 1000m year 0.9025116 thetao tropics 10m MAM 0.9529692 thetao tropics 10m JJA 0.8182003 thetao tropics 10m SON 0.79397434 thetao tropics 10m DJF 0.82707304 +thetao tropics 10m year 0.741065 thetao tropics 100m MAM 1.6757994 thetao tropics 100m JJA 1.7979904 thetao tropics 100m SON 1.6873642 thetao tropics 100m DJF 1.617107 +thetao tropics 100m year 1.6348311 thetao tropics 1000m MAM 0.740976 thetao tropics 1000m JJA 0.73729914 thetao tropics 1000m SON 0.7434342 -thetao tropics 1000m DJF 0.745427 +thetao tropics 1000m DJF 0.74542713 +thetao tropics 1000m year 0.74108654 thetao innertropics 10m MAM 0.904041 thetao innertropics 10m JJA 0.8170147 -thetao innertropics 10m SON 0.7802533 -thetao innertropics 10m DJF 0.7360758 +thetao innertropics 10m SON 0.78025335 +thetao innertropics 10m DJF 0.7360759 +thetao innertropics 10m year 0.6990328 thetao innertropics 100m MAM 1.994311 thetao innertropics 100m JJA 2.230653 thetao innertropics 100m SON 2.1251268 -thetao innertropics 100m DJF 1.953832 +thetao innertropics 100m DJF 1.9538318 +thetao innertropics 100m year 1.9848944 thetao innertropics 1000m MAM 0.65458316 thetao innertropics 1000m JJA 0.6471086 -thetao innertropics 1000m SON 0.6553319 -thetao innertropics 1000m DJF 0.6555118 +thetao innertropics 1000m SON 0.655332 +thetao innertropics 1000m DJF 0.65551186 +thetao innertropics 1000m year 0.65229815 thetao nino34 10m MAM 1.2724708 thetao nino34 10m JJA 1.4737735 -thetao nino34 10m SON 1.5682119 +thetao nino34 10m SON 1.5682118 thetao nino34 10m DJF 0.9864224 +thetao nino34 10m year 1.3252193 thetao nino34 100m MAM 1.1831245 thetao nino34 100m JJA 0.9629842 thetao nino34 100m SON 1.3493861 thetao nino34 100m DJF 0.6301696 +thetao nino34 100m year 0.7389098 thetao nino34 1000m MAM 0.24264608 thetao nino34 1000m JJA 0.25003633 thetao nino34 1000m SON 0.24185672 thetao nino34 1000m DJF 0.25630808 +thetao nino34 1000m year 0.24748012 thetao southmid 10m MAM 1.0669624 thetao southmid 10m JJA 1.0055093 thetao southmid 10m SON 1.0231667 thetao southmid 10m DJF 1.2143031 +thetao southmid 10m year 1.0048269 thetao southmid 100m MAM 1.3524221 thetao southmid 100m JJA 1.2097981 thetao southmid 100m SON 1.1805421 thetao southmid 100m DJF 1.2269793 +thetao southmid 100m year 1.2205012 thetao southmid 1000m MAM 1.0279537 thetao southmid 1000m JJA 1.0325681 thetao southmid 1000m SON 1.0257353 thetao southmid 1000m DJF 1.018114 +thetao southmid 1000m year 1.0250739 thetao antarctic 10m MAM 0.7544199 thetao antarctic 10m JJA 0.42374974 thetao antarctic 10m SON 0.35742277 thetao antarctic 10m DJF 1.0783848 +thetao antarctic 10m year 0.42811128 thetao antarctic 100m MAM 1.2524163 thetao antarctic 100m JJA 1.526901 thetao antarctic 100m SON 1.4047121 thetao antarctic 100m DJF 1.2045519 +thetao antarctic 100m year 1.3189396 thetao antarctic 1000m MAM 0.6975349 thetao antarctic 1000m JJA 0.68098223 thetao antarctic 1000m SON 0.6913495 thetao antarctic 1000m DJF 0.7064801 +thetao antarctic 1000m year 0.69380075 +so Atlantic_Basin 10m MAM 1.4537945 +so Atlantic_Basin 10m JJA 1.6641316 +so Atlantic_Basin 10m SON 1.6200656 +so Atlantic_Basin 10m DJF 1.4596304 +so Atlantic_Basin 10m year 1.5386354 +so Atlantic_Basin 100m MAM 0.67841035 +so Atlantic_Basin 100m JJA 0.6504962 +so Atlantic_Basin 100m SON 0.6359272 +so Atlantic_Basin 100m DJF 0.66298646 +so Atlantic_Basin 100m year 0.6527739 +so Atlantic_Basin 1000m MAM 0.2828709 +so Atlantic_Basin 1000m JJA 0.28239983 +so Atlantic_Basin 1000m SON 0.28231177 +so Atlantic_Basin 1000m DJF 0.28311267 +so Atlantic_Basin 1000m year 0.28264338 +so Pacific_Basin 10m MAM 0.6825498 +so Pacific_Basin 10m JJA 0.7072898 +so Pacific_Basin 10m SON 0.6776812 +so Pacific_Basin 10m DJF 0.6455916 +so Pacific_Basin 10m year 0.6702532 +so Pacific_Basin 100m MAM 0.49920642 +so Pacific_Basin 100m JJA 0.4818414 +so Pacific_Basin 100m SON 0.48938286 +so Pacific_Basin 100m DJF 0.49768934 +so Pacific_Basin 100m year 0.4892322 +so Pacific_Basin 1000m MAM 0.1271093 +so Pacific_Basin 1000m JJA 0.12744053 +so Pacific_Basin 1000m SON 0.1280148 +so Pacific_Basin 1000m DJF 0.12695512 +so Pacific_Basin 1000m year 0.12733138 +so Indian_Basin 10m MAM 0.5878037 +so Indian_Basin 10m JJA 0.5821749 +so Indian_Basin 10m SON 0.60344905 +so Indian_Basin 10m DJF 0.5770261 +so Indian_Basin 10m year 0.57882744 +so Indian_Basin 100m MAM 0.5072615 +so Indian_Basin 100m JJA 0.5055256 +so Indian_Basin 100m SON 0.5167609 +so Indian_Basin 100m DJF 0.5169705 +so Indian_Basin 100m year 0.5073164 +so Indian_Basin 1000m MAM 0.20187429 +so Indian_Basin 1000m JJA 0.20034611 +so Indian_Basin 1000m SON 0.2006744 +so Indian_Basin 1000m DJF 0.20049435 +so Indian_Basin 1000m year 0.20071578 +so Arctic_Basin 10m MAM 1.7176797 +so Arctic_Basin 10m JJA 2.1140058 +so Arctic_Basin 10m SON 2.1915658 +so Arctic_Basin 10m DJF 1.9466227 +so Arctic_Basin 10m year 1.9600033 +so Arctic_Basin 100m MAM 0.707033 +so Arctic_Basin 100m JJA 0.6982653 +so Arctic_Basin 100m SON 0.7522309 +so Arctic_Basin 100m DJF 0.70420915 +so Arctic_Basin 100m year 0.71015096 +so Arctic_Basin 1000m MAM 0.29059884 +so Arctic_Basin 1000m JJA 0.28423488 +so Arctic_Basin 1000m SON 0.2832987 +so Arctic_Basin 1000m DJF 0.29435718 +so Arctic_Basin 1000m year 0.28812218 +so Southern_Ocean_Basin 10m MAM 0.74209344 +so Southern_Ocean_Basin 10m JJA 0.6308901 +so Southern_Ocean_Basin 10m SON 0.58895177 +so Southern_Ocean_Basin 10m DJF 0.7358857 +so Southern_Ocean_Basin 10m year 0.6710653 +so Southern_Ocean_Basin 100m MAM 0.5153705 +so Southern_Ocean_Basin 100m JJA 0.5482371 +so Southern_Ocean_Basin 100m SON 0.54453576 +so Southern_Ocean_Basin 100m DJF 0.53062725 +so Southern_Ocean_Basin 100m year 0.5329536 +so Southern_Ocean_Basin 1000m MAM 0.22309336 +so Southern_Ocean_Basin 1000m JJA 0.22227436 +so Southern_Ocean_Basin 1000m SON 0.22281729 +so Southern_Ocean_Basin 1000m DJF 0.2232837 +so Southern_Ocean_Basin 1000m year 0.22272341 +so Mediterranean_Basin 10m MAM 3.0612516 +so Mediterranean_Basin 10m JJA 3.293563 +so Mediterranean_Basin 10m SON 3.2782114 +so Mediterranean_Basin 10m DJF 3.0499725 +so Mediterranean_Basin 10m year 3.17075 +so Mediterranean_Basin 100m MAM 2.6973128 +so Mediterranean_Basin 100m JJA 2.6324165 +so Mediterranean_Basin 100m SON 2.614176 +so Mediterranean_Basin 100m DJF 2.6515415 +so Mediterranean_Basin 100m year 2.648862 +so Mediterranean_Basin 1000m MAM 0.3166291 +so Mediterranean_Basin 1000m JJA 0.32499632 +so Mediterranean_Basin 1000m SON 0.31635123 +so Mediterranean_Basin 1000m DJF 0.31071275 +so Mediterranean_Basin 1000m year 0.31717238 +so Asia 10m MAM 1.1046674 +so Asia 10m JJA 1.3048028 +so Asia 10m SON 1.2068294 +so Asia 10m DJF 1.1161277 +so Asia 10m year 1.182932 +so Asia 100m MAM 0.40927267 +so Asia 100m JJA 0.37351465 +so Asia 100m SON 0.3198352 +so Asia 100m DJF 0.3306384 +so Asia 100m year 0.34770393 +so Asia 1000m MAM 0.17500782 +so Asia 1000m JJA 0.17882252 +so Asia 1000m SON 0.17930031 +so Asia 1000m DJF 0.16900635 +so Asia 1000m year 0.17553425 +so North_America 10m MAM 2.5927274 +so North_America 10m JJA 2.8913279 +so North_America 10m SON 2.778652 +so North_America 10m DJF 2.5278156 +so North_America 10m year 2.6801643 +so North_America 100m MAM 0.6750273 +so North_America 100m JJA 0.64323264 +so North_America 100m SON 0.617733 +so North_America 100m DJF 0.6704762 +so North_America 100m year 0.6433957 +so North_America 1000m MAM 0.031143188 +so North_America 1000m JJA 0.029109955 +so North_America 1000m SON 0.04169655 +so North_America 1000m DJF 0.0370636 +so North_America 1000m year 0.034751892 +so Europe 10m MAM 1.8133857 +so Europe 10m JJA 1.9299674 +so Europe 10m SON 2.0809143 +so Europe 10m DJF 2.2110267 +so Europe 10m year 1.9935757 +so Europe 100m MAM 1.4251595 +so Europe 100m JJA 1.3793976 +so Europe 100m SON 1.3765507 +so Europe 100m DJF 1.4420792 +so Europe 100m year 1.4027615 +so Europe 1000m MAM 0.32927957 +so Europe 1000m JJA 0.334273 +so Europe 1000m SON 0.3218778 +so Europe 1000m DJF 0.318395 +so Europe 1000m year 0.32595572 +so Africa 10m MAM 1.9908943 +so Africa 10m JJA 2.1328812 +so Africa 10m SON 2.2279549 +so Africa 10m DJF 2.005104 +so Africa 10m year 2.0892105 +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 0.39043173 +so South_America 10m JJA 0.38315582 +so South_America 10m SON 0.34630713 +so South_America 10m DJF 0.47349167 +so South_America 10m year 0.37680689 +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM 1.3029661 +so Oceania 10m JJA 1.1823864 +so Oceania 10m SON 1.1498241 +so Oceania 10m DJF 1.2040491 +so Oceania 10m year 1.2098064 +so Oceania 100m MAM 0.32614708 +so Oceania 100m JJA 0.2728424 +so Oceania 100m SON 0.40005493 +so Oceania 100m DJF 0.3568573 +so Oceania 100m year 0.3389759 +so Oceania 1000m MAM 0.062431335 +so Oceania 1000m JJA 0.058834076 +so Oceania 1000m SON 0.06554413 +so Oceania 1000m DJF 0.061035156 +so Oceania 1000m year 0.061958313 +so Australia 10m MAM 1.1698608 +so Australia 10m JJA 1.1987547 +so Australia 10m SON 1.1952883 +so Australia 10m DJF 1.2091827 +so Australia 10m year 1.1932716 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 1.7429283 +so Antarctica 10m JJA 1.4498208 +so Antarctica 10m SON 1.1016525 +so Antarctica 10m DJF 1.355986 +so Antarctica 10m year 1.4125973 +so Antarctica 100m MAM 0.7423172 +so Antarctica 100m JJA 0.76971817 +so Antarctica 100m SON 0.859581 +so Antarctica 100m DJF 0.83117867 +so Antarctica 100m year 0.80069923 +so Antarctica 1000m MAM 0.024215698 +so Antarctica 1000m JJA 0.0029296875 +so Antarctica 1000m SON 0.011993408 +so Antarctica 1000m DJF 0.031528473 +so Antarctica 1000m year 0.017665863 so glob 10m MAM 0.9718154 so glob 10m JJA 1.0349145 -so glob 10m SON 1.0164961 -so glob 10m DJF 0.98469156 +so glob 10m SON 1.016496 +so glob 10m DJF 0.9846916 +so glob 10m year 0.9918104 so glob 100m MAM 0.5711531 so glob 100m JJA 0.5685777 so glob 100m SON 0.5737691 so glob 100m DJF 0.57272065 +so glob 100m year 0.56842303 so glob 1000m MAM 0.20367323 so glob 1000m JJA 0.20279603 so glob 1000m SON 0.20305368 so glob 1000m DJF 0.20386387 +so glob 1000m year 0.20326863 so arctic 10m MAM 1.7887294 -so arctic 10m JJA 2.194034 +so arctic 10m JJA 2.1940339 so arctic 10m SON 2.230657 -so arctic 10m DJF 1.972957 +so arctic 10m DJF 1.9729569 +so arctic 10m year 2.017921 so arctic 100m MAM 0.715424 so arctic 100m JJA 0.6994417 so arctic 100m SON 0.7355203 -so arctic 100m DJF 0.71180475 +so arctic 100m DJF 0.7118048 +so arctic 100m year 0.7104525 so arctic 1000m MAM 0.25992572 -so arctic 1000m JJA 0.25475326 -so arctic 1000m SON 0.25417277 +so arctic 1000m JJA 0.2547533 +so arctic 1000m SON 0.25417274 so arctic 1000m DJF 0.26259297 +so arctic 1000m year 0.25784147 so northmid 10m MAM 1.5366465 so northmid 10m JJA 1.7509485 so northmid 10m SON 1.6988896 so northmid 10m DJF 1.5448718 +so northmid 10m year 1.6228579 so northmid 100m MAM 0.73513937 -so northmid 100m JJA 0.6822295 +so northmid 100m JJA 0.68222946 so northmid 100m SON 0.6787661 so northmid 100m DJF 0.715168 +so northmid 100m year 0.6970091 so northmid 1000m MAM 0.18478209 -so northmid 1000m JJA 0.18510146 +so northmid 1000m JJA 0.18510148 so northmid 1000m SON 0.18404926 so northmid 1000m DJF 0.18398556 +so northmid 1000m year 0.18445028 so tropics 10m MAM 0.65632665 so tropics 10m JJA 0.6702243 so tropics 10m SON 0.650301 so tropics 10m DJF 0.61234045 +so tropics 10m year 0.63821936 so tropics 100m MAM 0.4914287 -so tropics 100m JJA 0.48209202 +so tropics 100m JJA 0.48209208 so tropics 100m SON 0.49094403 so tropics 100m DJF 0.494857 +so tropics 100m year 0.48708025 so tropics 1000m MAM 0.15056342 so tropics 1000m JJA 0.15056726 -so tropics 1000m SON 0.1509964 +so tropics 1000m SON 0.15099639 so tropics 1000m DJF 0.15091735 +so tropics 1000m year 0.15068436 so innertropics 10m MAM 0.6421728 so innertropics 10m JJA 0.6413624 so innertropics 10m SON 0.5900086 so innertropics 10m DJF 0.56013405 -so innertropics 100m MAM 0.41756415 +so innertropics 10m year 0.5951616 +so innertropics 100m MAM 0.41756418 so innertropics 100m JJA 0.40967053 so innertropics 100m SON 0.42222983 so innertropics 100m DJF 0.4189198 +so innertropics 100m year 0.41405025 so innertropics 1000m MAM 0.1312433 so innertropics 1000m JJA 0.13147573 so innertropics 1000m SON 0.13160829 so innertropics 1000m DJF 0.13136415 +so innertropics 1000m year 0.13131632 so nino34 10m MAM 0.15325743 so nino34 10m JJA 0.21016315 so nino34 10m SON 0.17322235 so nino34 10m DJF 0.122228816 +so nino34 10m year 0.1585549 so nino34 100m MAM 0.34190187 so nino34 100m JJA 0.31485453 so nino34 100m SON 0.28678468 so nino34 100m DJF 0.24002656 +so nino34 100m year 0.29513443 so nino34 1000m MAM 0.04096314 so nino34 1000m JJA 0.04406535 so nino34 1000m SON 0.042730298 so nino34 1000m DJF 0.04157556 +so nino34 1000m year 0.042191885 so southmid 10m MAM 0.7275704 so southmid 10m JJA 0.6918014 so southmid 10m SON 0.67890245 so southmid 10m DJF 0.7209991 +so southmid 10m year 0.7030791 so southmid 100m MAM 0.6410837 so southmid 100m JJA 0.6692115 so southmid 100m SON 0.6525371 so southmid 100m DJF 0.64242566 +so southmid 100m year 0.6500387 so southmid 1000m MAM 0.32672855 so southmid 1000m JJA 0.32548675 so southmid 1000m SON 0.32588682 so southmid 1000m DJF 0.32621655 +so southmid 1000m year 0.3260169 so antarctic 10m MAM 0.8543678 so antarctic 10m JJA 0.58718544 so antarctic 10m SON 0.5004354 so antarctic 10m DJF 0.86709064 +so antarctic 10m year 0.6949714 so antarctic 100m MAM 0.32748234 so antarctic 100m JJA 0.347816 so antarctic 100m SON 0.36408117 so antarctic 100m DJF 0.3522079 +so antarctic 100m year 0.34399316 so antarctic 1000m MAM 0.048981845 so antarctic 1000m JJA 0.048778858 so antarctic 1000m SON 0.050698385 so antarctic 1000m DJF 0.050567523 +so antarctic 1000m year 0.049477514 diff --git a/eval/NCEP2/EC-Earth3.csv b/eval/NCEP2/EC-Earth3.csv index 016df7d..be4638c 100644 --- a/eval/NCEP2/EC-Earth3.csv +++ b/eval/NCEP2/EC-Earth3.csv @@ -1,577 +1,1981 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 15.880219883644385 -siconc glob surface JJA 18.54818843303771 -siconc glob surface SON 16.175644465311144 -siconc glob surface DJF 13.604488538650912 -siconc arctic surface MAM 4.493392650830186 -siconc arctic surface JJA 7.851985485646441 -siconc arctic surface SON 8.007402333630212 -siconc arctic surface DJF 5.537468931523074 -siconc northmid surface MAM 11.146287420232387 +siconc Atlantic_Basin surface MAM 13.887097165959885 +siconc Atlantic_Basin surface JJA 10.796193976182604 +siconc Atlantic_Basin surface SON 12.38256579960935 +siconc Atlantic_Basin surface DJF 13.496111897372723 +siconc Atlantic_Basin surface year 10.369085411136796 +siconc Pacific_Basin surface MAM 15.70054090182039 +siconc Pacific_Basin surface JJA 2.872703816378922 +siconc Pacific_Basin surface SON 6.298059768998599 +siconc Pacific_Basin surface DJF 15.029248704867495 +siconc Pacific_Basin surface year 12.05966736142205 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 2.443156553073829 +siconc Arctic_Basin surface JJA 7.473422614759083 +siconc Arctic_Basin surface SON 7.23812347031334 +siconc Arctic_Basin surface DJF 3.645873333851152 +siconc Arctic_Basin surface year 3.688532753276584 +siconc Southern_Ocean_Basin surface MAM 34.09005673548214 +siconc Southern_Ocean_Basin surface JJA 31.264813169598558 +siconc Southern_Ocean_Basin surface SON 25.425859145580326 +siconc Southern_Ocean_Basin surface DJF 25.07454629264846 +siconc Southern_Ocean_Basin surface year 25.658015072461783 +siconc Mediterranean_Basin surface MAM nan 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+thetao Pacific_Basin 1000m SON 0.70210403 +thetao Pacific_Basin 1000m DJF 0.69985855 +thetao Pacific_Basin 1000m year 0.70235544 +thetao Indian_Basin 10m MAM 0.8886656 +thetao Indian_Basin 10m JJA 0.5512799 +thetao Indian_Basin 10m SON 0.55651313 +thetao Indian_Basin 10m DJF 0.7794626 +thetao Indian_Basin 10m year 0.593077 +thetao Indian_Basin 100m MAM 1.341487 +thetao Indian_Basin 100m JJA 1.3444957 +thetao Indian_Basin 100m SON 1.6456935 +thetao Indian_Basin 100m DJF 1.5551485 +thetao Indian_Basin 100m year 1.4184222 +thetao Indian_Basin 1000m MAM 0.54000276 +thetao Indian_Basin 1000m JJA 0.5540596 +thetao Indian_Basin 1000m SON 0.571391 +thetao Indian_Basin 1000m DJF 0.54682165 +thetao Indian_Basin 1000m year 0.5520801 +thetao Arctic_Basin 10m MAM 0.40435356 +thetao Arctic_Basin 10m JJA 0.35711798 +thetao Arctic_Basin 10m SON 0.26981062 +thetao Arctic_Basin 10m DJF 0.44546774 +thetao Arctic_Basin 10m year 0.26564154 +thetao Arctic_Basin 100m MAM 0.4425322 +thetao Arctic_Basin 100m JJA 0.4931348 +thetao Arctic_Basin 100m SON 0.504118 +thetao Arctic_Basin 100m DJF 0.47146314 +thetao Arctic_Basin 100m year 0.4509547 +thetao Arctic_Basin 1000m MAM 0.68320835 +thetao Arctic_Basin 1000m JJA 0.69796574 +thetao Arctic_Basin 1000m SON 0.6880836 +thetao Arctic_Basin 1000m DJF 0.6813992 +thetao Arctic_Basin 1000m year 0.6876643 +thetao Southern_Ocean_Basin 10m MAM 2.94522 +thetao Southern_Ocean_Basin 10m JJA 1.8045729 +thetao Southern_Ocean_Basin 10m SON 1.698554 +thetao Southern_Ocean_Basin 10m DJF 3.1259136 +thetao Southern_Ocean_Basin 10m year 2.361326 +thetao Southern_Ocean_Basin 100m MAM 2.0821187 +thetao Southern_Ocean_Basin 100m JJA 2.2727776 +thetao Southern_Ocean_Basin 100m SON 2.1514008 +thetao Southern_Ocean_Basin 100m DJF 2.1170938 +thetao Southern_Ocean_Basin 100m year 2.1477437 +thetao Southern_Ocean_Basin 1000m MAM 1.09479 +thetao Southern_Ocean_Basin 1000m JJA 1.0923407 +thetao Southern_Ocean_Basin 1000m SON 1.0894312 +thetao Southern_Ocean_Basin 1000m DJF 1.090643 +thetao Southern_Ocean_Basin 1000m year 1.0915334 +thetao Mediterranean_Basin 10m MAM 0.63400394 +thetao Mediterranean_Basin 10m JJA 0.618496 +thetao Mediterranean_Basin 10m SON 0.76460904 +thetao Mediterranean_Basin 10m DJF 0.89855176 +thetao Mediterranean_Basin 10m year 0.55501425 +thetao Mediterranean_Basin 100m MAM 0.4907641 +thetao Mediterranean_Basin 100m JJA 0.46190596 +thetao Mediterranean_Basin 100m SON 0.50112706 +thetao Mediterranean_Basin 100m DJF 0.570902 +thetao Mediterranean_Basin 100m year 0.48991856 +thetao Mediterranean_Basin 1000m MAM 0.24496959 +thetao Mediterranean_Basin 1000m JJA 0.24250203 +thetao Mediterranean_Basin 1000m SON 0.24107794 +thetao Mediterranean_Basin 1000m DJF 0.24034725 +thetao Mediterranean_Basin 1000m year 0.24222526 +thetao Asia 10m MAM 0.90674835 +thetao Asia 10m JJA 1.7102652 +thetao Asia 10m SON 1.4122748 +thetao Asia 10m DJF 0.9700046 +thetao Asia 10m year 0.90848976 +thetao Asia 100m MAM 0.23402183 +thetao Asia 100m JJA 0.5376205 +thetao Asia 100m SON 1.0696621 +thetao Asia 100m DJF 0.5424687 +thetao Asia 100m year 0.59595096 +thetao Asia 1000m MAM nan +thetao Asia 1000m JJA nan +thetao Asia 1000m SON nan +thetao Asia 1000m DJF nan +thetao Asia 1000m year nan +thetao North_America 10m MAM 1.2331604 +thetao North_America 10m JJA 1.2640973 +thetao North_America 10m SON 0.600044 +thetao North_America 10m DJF 0.89297384 +thetao North_America 10m year 0.83290535 +thetao North_America 100m MAM 1.3777541 +thetao North_America 100m JJA 0.5759158 +thetao North_America 100m SON 0.43398583 +thetao North_America 100m DJF 0.36639816 +thetao North_America 100m year 0.66141814 +thetao North_America 1000m MAM 3.9596663 +thetao North_America 1000m JJA 4.0054836 +thetao North_America 1000m SON 3.940279 +thetao North_America 1000m DJF 3.957303 +thetao North_America 1000m year 3.9656906 +thetao Europe 10m MAM 1.1606237 +thetao Europe 10m JJA 0.76500636 +thetao Europe 10m SON 0.728864 +thetao Europe 10m DJF 1.2865955 +thetao Europe 10m year 0.78416014 +thetao Europe 100m MAM 0.28406572 +thetao Europe 100m JJA 0.22704601 +thetao Europe 100m SON 0.37393236 +thetao Europe 100m DJF 0.2310834 +thetao Europe 100m year 0.23412657 +thetao Europe 1000m MAM nan +thetao Europe 1000m JJA nan +thetao Europe 1000m SON nan +thetao Europe 1000m DJF nan +thetao Europe 1000m year nan +thetao Africa 10m MAM nan +thetao Africa 10m JJA nan +thetao Africa 10m SON nan +thetao Africa 10m DJF nan +thetao Africa 10m year nan +thetao Africa 100m MAM nan +thetao Africa 100m JJA nan +thetao Africa 100m SON nan +thetao Africa 100m DJF nan +thetao Africa 100m year nan +thetao Africa 1000m MAM nan +thetao Africa 1000m JJA nan +thetao Africa 1000m SON nan +thetao Africa 1000m DJF nan +thetao Africa 1000m year nan +thetao South_America 10m MAM 2.0238602 +thetao South_America 10m JJA 1.1790527 +thetao South_America 10m SON 1.4471308 +thetao South_America 10m DJF 2.1434796 +thetao South_America 10m year 1.6983811 +thetao South_America 100m MAM nan +thetao South_America 100m JJA nan +thetao South_America 100m SON nan +thetao South_America 100m DJF nan +thetao South_America 100m year nan +thetao South_America 1000m MAM nan +thetao South_America 1000m JJA nan +thetao South_America 1000m SON nan +thetao South_America 1000m DJF nan +thetao South_America 1000m year nan +thetao Oceania 10m MAM 1.1990738 +thetao Oceania 10m JJA 0.69508934 +thetao Oceania 10m SON 0.5788536 +thetao Oceania 10m DJF 0.9291725 +thetao Oceania 10m year 0.81066036 +thetao Oceania 100m MAM 2.161665 +thetao Oceania 100m JJA 1.5728798 +thetao Oceania 100m SON 1.4981842 +thetao Oceania 100m DJF 1.5718632 +thetao Oceania 100m year 1.701149 +thetao Oceania 1000m MAM nan +thetao Oceania 1000m JJA nan +thetao Oceania 1000m SON nan +thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan +thetao Australia 10m MAM 2.156104 +thetao Australia 10m JJA 1.1590924 +thetao Australia 10m SON 0.6410365 +thetao Australia 10m DJF 1.2373066 +thetao Australia 10m year 1.2983828 +thetao Australia 100m MAM nan +thetao Australia 100m JJA nan +thetao Australia 100m SON nan +thetao Australia 100m DJF nan +thetao Australia 100m year nan +thetao Australia 1000m MAM nan +thetao Australia 1000m JJA nan +thetao Australia 1000m SON nan +thetao Australia 1000m DJF nan +thetao Australia 1000m year nan +thetao Antarctica 10m MAM 1.9949782 +thetao Antarctica 10m JJA 0.0047426224 +thetao Antarctica 10m SON 0.15443444 +thetao Antarctica 10m DJF 2.3327713 +thetao Antarctica 10m year 1.1193603 +thetao Antarctica 100m MAM 0.7358971 +thetao Antarctica 100m JJA 0.05118549 +thetao Antarctica 100m SON 0.24165583 +thetao Antarctica 100m DJF 0.70314825 +thetao Antarctica 100m year 0.43298697 +thetao Antarctica 1000m MAM nan +thetao Antarctica 1000m JJA nan +thetao Antarctica 1000m SON nan +thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan +thetao glob 10m MAM 1.5673423 +thetao glob 10m JJA 1.0459024 +thetao glob 10m SON 0.9730632 +thetao glob 10m DJF 1.5810319 +thetao glob 10m year 1.2177709 +thetao glob 100m MAM 1.4441705 +thetao glob 100m JJA 1.51435 +thetao glob 100m SON 1.503474 +thetao glob 100m DJF 1.4748653 +thetao glob 100m year 1.4556692 +thetao glob 1000m MAM 1.1166067 +thetao glob 1000m JJA 1.1207113 +thetao glob 1000m SON 1.1174574 +thetao glob 1000m DJF 1.1132624 +thetao glob 1000m year 1.116819 +thetao arctic 10m MAM 0.58229554 +thetao arctic 10m JJA 0.50347465 +thetao arctic 10m SON 0.35687006 +thetao arctic 10m DJF 0.5404206 +thetao arctic 10m year 0.39084053 +thetao arctic 100m MAM 0.6762248 +thetao arctic 100m JJA 0.58178884 +thetao arctic 100m SON 0.5772875 +thetao arctic 100m DJF 0.5618003 +thetao arctic 100m year 0.57312405 +thetao arctic 1000m MAM 0.88303065 +thetao arctic 1000m JJA 0.89820606 +thetao arctic 1000m SON 0.8895865 +thetao arctic 1000m DJF 0.8823433 +thetao arctic 1000m year 0.88829154 +thetao northmid 10m MAM 1.2331291 thetao northmid 10m JJA 1.2185552 thetao northmid 10m SON 0.99139804 thetao northmid 10m DJF 1.2088246 +thetao northmid 10m year 1.0863043 thetao northmid 100m MAM 1.3487096 thetao northmid 100m JJA 1.4474062 thetao northmid 100m SON 1.5877624 -thetao northmid 100m DJF 1.455208 -thetao northmid 1000m MAM 1.2524369 +thetao northmid 100m DJF 1.4552081 +thetao northmid 100m year 1.4415606 +thetao northmid 1000m MAM 1.252437 thetao northmid 1000m JJA 1.2529448 -thetao northmid 1000m SON 1.2451031 -thetao northmid 1000m DJF 1.2519401 -thetao tropics 10m MAM 1.0168612 -thetao tropics 10m JJA 0.6756129 -thetao tropics 10m SON 0.69877654 -thetao tropics 10m DJF 0.9208109 -thetao tropics 100m MAM 1.3533497 -thetao tropics 100m JJA 1.3913009 -thetao tropics 100m SON 1.3994646 -thetao tropics 100m DJF 1.3855474 -thetao tropics 1000m MAM 1.1410239 -thetao tropics 1000m JJA 1.1510606 -thetao tropics 1000m SON 1.1483632 -thetao tropics 1000m DJF 1.1409632 -thetao innertropics 10m MAM 0.81303567 -thetao innertropics 10m JJA 0.66950643 -thetao innertropics 10m SON 0.6778183 -thetao innertropics 10m DJF 0.74133253 -thetao innertropics 100m MAM 1.7205532 -thetao innertropics 100m JJA 1.7670141 -thetao innertropics 100m SON 1.7002205 -thetao innertropics 100m DJF 1.6779723 -thetao innertropics 1000m MAM 0.9796986 -thetao innertropics 1000m JJA 0.98564273 -thetao innertropics 1000m SON 0.98996407 -thetao innertropics 1000m DJF 0.9821712 +thetao northmid 1000m SON 1.2451032 +thetao northmid 1000m DJF 1.2519403 +thetao northmid 1000m year 1.2505888 +thetao tropics 10m MAM 1.0197998 +thetao tropics 10m JJA 0.67868817 +thetao tropics 10m SON 0.7020684 +thetao tropics 10m DJF 0.92369413 +thetao tropics 10m year 0.7296267 +thetao tropics 100m MAM 1.3496279 +thetao tropics 100m JJA 1.3858743 +thetao tropics 100m SON 1.3913733 +thetao tropics 100m DJF 1.3822725 +thetao tropics 100m year 1.324962 +thetao tropics 1000m MAM 1.1450015 +thetao tropics 1000m JJA 1.1549702 +thetao tropics 1000m SON 1.1521565 +thetao tropics 1000m DJF 1.1448426 +thetao tropics 1000m year 1.1490489 +thetao innertropics 10m MAM 0.8170111 +thetao innertropics 10m JJA 0.67302674 +thetao innertropics 10m SON 0.6816034 +thetao innertropics 10m DJF 0.7453893 +thetao innertropics 10m year 0.6210438 +thetao innertropics 100m MAM 1.7138504 +thetao innertropics 100m JJA 1.7568432 +thetao innertropics 100m SON 1.6859969 +thetao innertropics 100m DJF 1.672622 +thetao innertropics 100m year 1.6284034 +thetao innertropics 1000m MAM 0.983535 +thetao innertropics 1000m JJA 0.9893708 +thetao innertropics 1000m SON 0.9932709 +thetao innertropics 1000m DJF 0.98547655 +thetao innertropics 1000m year 0.9876427 thetao nino34 10m MAM 0.44827524 thetao nino34 10m JJA 0.31175625 thetao nino34 10m SON 0.28756657 thetao nino34 10m DJF 0.67863303 +thetao nino34 10m year 0.32928774 thetao nino34 100m MAM 1.3493724 thetao nino34 100m JJA 1.6999949 thetao nino34 100m SON 0.8082722 thetao nino34 100m DJF 1.4408114 -thetao nino34 1000m MAM 0.39145195 -thetao nino34 1000m JJA 0.3386466 -thetao nino34 1000m SON 0.36501503 -thetao nino34 1000m DJF 0.35783768 -thetao southmid 10m MAM 2.686064 -thetao southmid 10m JJA 1.8829222 -thetao southmid 10m SON 1.8071636 -thetao southmid 10m DJF 2.7123587 -thetao southmid 100m MAM 1.8957639 -thetao southmid 100m JJA 2.0322502 -thetao southmid 100m SON 1.9749668 -thetao southmid 100m DJF 1.9574467 -thetao southmid 1000m MAM 1.1835872 -thetao southmid 1000m JJA 1.1818941 -thetao southmid 1000m SON 1.1788491 -thetao southmid 1000m DJF 1.1708122 -thetao antarctic 10m MAM 2.6556373 -thetao antarctic 10m JJA 0.95583844 -thetao antarctic 10m SON 0.8134551 -thetao antarctic 10m DJF 3.1729162 -thetao antarctic 100m MAM 1.8813095 -thetao antarctic 100m JJA 2.0681462 -thetao antarctic 100m SON 1.913822 -thetao antarctic 100m DJF 1.8803352 -thetao antarctic 1000m MAM 0.88037837 -thetao antarctic 1000m JJA 0.8647937 -thetao antarctic 1000m SON 0.87252647 -thetao antarctic 1000m DJF 0.88382244 -so glob 10m MAM 0.49403334 -so glob 10m JJA 0.52770025 -so glob 10m SON 0.5163192 -so glob 10m DJF 0.50661826 -so glob 100m MAM 0.32391724 -so glob 100m JJA 0.32524157 -so glob 100m SON 0.32973364 -so glob 100m DJF 0.32231957 -so glob 1000m MAM 0.16169456 -so glob 1000m JJA 0.16071886 -so glob 1000m SON 0.16079187 -so glob 1000m DJF 0.16227591 -so arctic 10m MAM 1.0179914 -so arctic 10m JJA 1.3168461 -so arctic 10m SON 1.1812176 -so arctic 10m DJF 1.0970042 -so arctic 100m MAM 0.30380875 -so arctic 100m JJA 0.31464708 -so arctic 100m SON 0.36608714 -so arctic 100m DJF 0.310212 -so arctic 1000m MAM 0.14912014 -so arctic 1000m JJA 0.14371072 -so arctic 1000m SON 0.14322436 -so arctic 1000m DJF 0.15254937 -so northmid 10m MAM 0.53536946 +thetao nino34 100m year 1.2851901 +thetao nino34 1000m MAM 0.39145213 +thetao nino34 1000m JJA 0.3386467 +thetao nino34 1000m SON 0.36501515 +thetao nino34 1000m DJF 0.35783786 +thetao nino34 1000m year 0.36323765 +thetao southmid 10m MAM 2.6843562 +thetao southmid 10m JJA 1.8793489 +thetao southmid 10m SON 1.8032457 +thetao southmid 10m DJF 2.7103674 +thetao southmid 10m year 2.2624485 +thetao southmid 100m MAM 1.8921429 +thetao southmid 100m JJA 2.0292366 +thetao southmid 100m SON 1.9718113 +thetao southmid 100m DJF 1.9539407 +thetao southmid 100m year 1.9547285 +thetao southmid 1000m MAM 1.1840998 +thetao southmid 1000m JJA 1.1823504 +thetao southmid 1000m SON 1.1795461 +thetao southmid 1000m DJF 1.1720889 +thetao southmid 1000m year 1.1791642 +thetao antarctic 10m MAM 2.6573482 +thetao antarctic 10m JJA 0.9578697 +thetao antarctic 10m SON 0.81530374 +thetao antarctic 10m DJF 3.170011 +thetao antarctic 10m year 1.8081594 +thetao antarctic 100m MAM 1.8831174 +thetao antarctic 100m JJA 2.0725584 +thetao antarctic 100m SON 1.9190055 +thetao antarctic 100m DJF 1.8831624 +thetao antarctic 100m year 1.9258153 +thetao antarctic 1000m MAM 0.8810651 +thetao antarctic 1000m JJA 0.8654245 +thetao antarctic 1000m SON 0.87323594 +thetao antarctic 1000m DJF 0.88449895 +thetao antarctic 1000m year 0.87605685 +so Atlantic_Basin 10m MAM 0.512603 +so Atlantic_Basin 10m JJA 0.57026654 +so Atlantic_Basin 10m SON 0.60001296 +so Atlantic_Basin 10m DJF 0.5338564 +so Atlantic_Basin 10m year 0.52990454 +so Atlantic_Basin 100m MAM 0.31121686 +so Atlantic_Basin 100m JJA 0.3016504 +so Atlantic_Basin 100m SON 0.28941205 +so Atlantic_Basin 100m DJF 0.30903634 +so Atlantic_Basin 100m year 0.29906285 +so Atlantic_Basin 1000m MAM 0.44354117 +so Atlantic_Basin 1000m JJA 0.44209144 +so Atlantic_Basin 1000m SON 0.44081458 +so Atlantic_Basin 1000m DJF 0.44235316 +so Atlantic_Basin 1000m year 0.44218433 +so Pacific_Basin 10m MAM 0.44177768 +so Pacific_Basin 10m JJA 0.44780618 +so Pacific_Basin 10m SON 0.47813156 +so Pacific_Basin 10m DJF 0.44950762 +so Pacific_Basin 10m year 0.44488955 +so Pacific_Basin 100m MAM 0.41704482 +so Pacific_Basin 100m JJA 0.4060195 +so Pacific_Basin 100m SON 0.3951797 +so Pacific_Basin 100m DJF 0.3964042 +so Pacific_Basin 100m year 0.40263304 +so Pacific_Basin 1000m MAM 0.08106481 +so Pacific_Basin 1000m JJA 0.08086901 +so Pacific_Basin 1000m SON 0.08106624 +so Pacific_Basin 1000m DJF 0.08086081 +so Pacific_Basin 1000m year 0.08085075 +so Indian_Basin 10m MAM 0.34714082 +so Indian_Basin 10m JJA 0.3363861 +so Indian_Basin 10m SON 0.35560614 +so Indian_Basin 10m DJF 0.34883928 +so Indian_Basin 10m year 0.336609 +so Indian_Basin 100m MAM 0.2671848 +so Indian_Basin 100m JJA 0.2541979 +so Indian_Basin 100m SON 0.2763163 +so Indian_Basin 100m DJF 0.28280076 +so Indian_Basin 100m year 0.26527068 +so Indian_Basin 1000m MAM 0.11510289 +so Indian_Basin 1000m JJA 0.11657328 +so Indian_Basin 1000m SON 0.11652914 +so Indian_Basin 1000m DJF 0.116570584 +so Indian_Basin 1000m year 0.116062425 +so Arctic_Basin 10m MAM 1.0866826 +so Arctic_Basin 10m JJA 1.4054697 +so Arctic_Basin 10m SON 1.2056054 +so Arctic_Basin 10m DJF 1.1443205 +so Arctic_Basin 10m year 1.1314939 +so Arctic_Basin 100m MAM 0.3198979 +so Arctic_Basin 100m JJA 0.344935 +so Arctic_Basin 100m SON 0.4163538 +so Arctic_Basin 100m DJF 0.33017802 +so Arctic_Basin 100m year 0.34902516 +so Arctic_Basin 1000m MAM 0.15315114 +so Arctic_Basin 1000m JJA 0.14695579 +so Arctic_Basin 1000m SON 0.14623936 +so Arctic_Basin 1000m DJF 0.157048 +so Arctic_Basin 1000m year 0.15084621 +so Southern_Ocean_Basin 10m MAM 0.30000693 +so Southern_Ocean_Basin 10m JJA 0.24509902 +so Southern_Ocean_Basin 10m SON 0.22901762 +so Southern_Ocean_Basin 10m DJF 0.29683593 +so Southern_Ocean_Basin 10m year 0.2631587 +so Southern_Ocean_Basin 100m MAM 0.21748261 +so Southern_Ocean_Basin 100m JJA 0.23512945 +so Southern_Ocean_Basin 100m SON 0.23760693 +so Southern_Ocean_Basin 100m DJF 0.22728348 +so Southern_Ocean_Basin 100m year 0.22701459 +so Southern_Ocean_Basin 1000m MAM 0.10271066 +so Southern_Ocean_Basin 1000m JJA 0.10182881 +so Southern_Ocean_Basin 1000m SON 0.1027104 +so Southern_Ocean_Basin 1000m DJF 0.10388913 +so Southern_Ocean_Basin 1000m year 0.10265357 +so Mediterranean_Basin 10m MAM 0.30233586 +so Mediterranean_Basin 10m JJA 0.30011097 +so Mediterranean_Basin 10m SON 0.33886197 +so Mediterranean_Basin 10m DJF 0.322852 +so Mediterranean_Basin 10m year 0.31021118 +so Mediterranean_Basin 100m MAM 0.41718385 +so Mediterranean_Basin 100m JJA 0.4029769 +so Mediterranean_Basin 100m SON 0.41740316 +so Mediterranean_Basin 100m DJF 0.40958852 +so Mediterranean_Basin 100m year 0.4117881 +so Mediterranean_Basin 1000m MAM 0.1826888 +so Mediterranean_Basin 1000m JJA 0.17305738 +so Mediterranean_Basin 1000m SON 0.1832858 +so Mediterranean_Basin 1000m DJF 0.1878584 +so Mediterranean_Basin 1000m year 0.18172282 +so Asia 10m MAM 2.2627141 +so Asia 10m JJA 1.8480448 +so Asia 10m SON 1.5208479 +so Asia 10m DJF 1.7261333 +so Asia 10m year 1.765535 +so Asia 100m MAM 0.07545471 +so Asia 100m JJA 0.14316177 +so Asia 100m SON 0.14097595 +so Asia 100m DJF 0.040447235 +so Asia 100m year 0.10000992 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 1.5558506 +so North_America 10m JJA 1.9778297 +so North_America 10m SON 1.9318173 +so North_America 10m DJF 1.7716043 +so North_America 10m year 1.7777344 +so North_America 100m MAM 0.33535004 +so North_America 100m JJA 0.3531723 +so North_America 100m SON 0.3376646 +so North_America 100m DJF 0.34491825 +so North_America 100m year 0.3419385 +so North_America 1000m MAM 0.7331085 +so North_America 1000m JJA 0.7361107 +so North_America 1000m SON 0.7158623 +so North_America 1000m DJF 0.727314 +so North_America 1000m year 0.7280998 +so Europe 10m MAM 0.5162991 +so Europe 10m JJA 0.4640146 +so Europe 10m SON 0.44540352 +so Europe 10m DJF 0.5266729 +so Europe 10m year 0.48005676 +so Europe 100m MAM 0.31620216 +so Europe 100m JJA 0.28622818 +so Europe 100m SON 0.33789825 +so Europe 100m DJF 0.33645248 +so Europe 100m year 0.3191948 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 0.47452798 +so South_America 10m JJA 0.276062 +so South_America 10m SON 0.23883438 +so South_America 10m DJF 0.44576135 +so South_America 10m year 0.33561072 +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM 0.5893154 +so Oceania 10m JJA 0.5840988 +so Oceania 10m SON 0.6436291 +so Oceania 10m DJF 0.7186909 +so Oceania 10m year 0.633934 +so Oceania 100m MAM 0.465168 +so Oceania 100m JJA 0.4048462 +so Oceania 100m SON 0.4289322 +so Oceania 100m DJF 0.44265747 +so Oceania 100m year 0.43540192 +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 0.65922165 +so Australia 10m JJA 0.6518307 +so Australia 10m SON 0.7346058 +so Australia 10m DJF 0.7562294 +so Australia 10m year 0.7004738 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.7311249 +so Antarctica 10m JJA 0.71583176 +so Antarctica 10m SON 0.41589737 +so Antarctica 10m DJF 0.46258926 +so Antarctica 10m year 0.5813637 +so Antarctica 100m MAM 0.0932312 +so Antarctica 100m JJA 0.08065796 +so Antarctica 100m SON 0.14996338 +so Antarctica 100m DJF 0.14759064 +so Antarctica 100m year 0.11785889 +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.49369034 +so glob 10m JJA 0.52745783 +so glob 10m SON 0.516385 +so glob 10m DJF 0.50628173 +so glob 10m year 0.49200946 +so glob 100m MAM 0.32432428 +so glob 100m JJA 0.32545897 +so glob 100m SON 0.32998213 +so glob 100m DJF 0.3226798 +so glob 100m year 0.3230515 +so glob 1000m MAM 0.16200171 +so glob 1000m JJA 0.16103286 +so glob 1000m SON 0.16110362 +so glob 1000m DJF 0.16257766 +so glob 1000m year 0.16158368 +so arctic 10m MAM 1.0178003 +so arctic 10m JJA 1.3166195 +so arctic 10m SON 1.1818334 +so arctic 10m DJF 1.0959053 +so arctic 10m year 1.08741 +so arctic 100m MAM 0.30605018 +so arctic 100m JJA 0.31666967 +so arctic 100m SON 0.36862373 +so arctic 100m DJF 0.3124555 +so arctic 100m year 0.3221662 +so arctic 1000m MAM 0.14904818 +so arctic 1000m JJA 0.14360619 +so arctic 1000m SON 0.14314906 +so arctic 1000m DJF 0.15242097 +so arctic 1000m year 0.14705405 +so northmid 10m MAM 0.5353695 so northmid 10m JJA 0.5476214 so northmid 10m SON 0.5609319 -so northmid 10m DJF 0.54715693 -so northmid 100m MAM 0.33400565 +so northmid 10m DJF 0.547157 +so northmid 10m year 0.5381638 +so northmid 100m MAM 0.33400568 so northmid 100m JJA 0.30998904 so northmid 100m SON 0.30235764 so northmid 100m DJF 0.32531044 -so northmid 1000m MAM 0.14817722 -so northmid 1000m JJA 0.14732148 -so northmid 1000m SON 0.14743966 +so northmid 100m year 0.31291518 +so northmid 1000m MAM 0.14817734 +so northmid 1000m JJA 0.1473216 +so northmid 1000m SON 0.14743964 so northmid 1000m DJF 0.1476699 -so tropics 10m MAM 0.45668444 -so tropics 10m JJA 0.4570226 -so tropics 10m SON 0.48132125 -so tropics 10m DJF 0.45169127 -so tropics 100m MAM 0.40300226 -so tropics 100m JJA 0.39920545 -so tropics 100m SON 0.39421722 -so tropics 100m DJF 0.39369863 -so tropics 1000m MAM 0.21704127 -so tropics 1000m JJA 0.21706814 -so tropics 1000m SON 0.21626173 -so tropics 1000m DJF 0.2168464 -so innertropics 10m MAM 0.4615646 -so innertropics 10m JJA 0.46238694 -so innertropics 10m SON 0.48442486 -so innertropics 10m DJF 0.4592235 -so innertropics 100m MAM 0.42091718 -so innertropics 100m JJA 0.4147063 -so innertropics 100m SON 0.41108042 -so innertropics 100m DJF 0.40570307 -so innertropics 1000m MAM 0.2263135 -so innertropics 1000m JJA 0.22692564 -so innertropics 1000m SON 0.2261765 -so innertropics 1000m DJF 0.2260013 +so northmid 1000m year 0.14739451 +so tropics 10m MAM 0.4561761 +so tropics 10m JJA 0.45733637 +so tropics 10m SON 0.48201078 +so tropics 10m DJF 0.45168 +so tropics 10m year 0.44492656 +so tropics 100m MAM 0.40353137 +so tropics 100m JJA 0.39956653 +so tropics 100m SON 0.394479 +so tropics 100m DJF 0.39409423 +so tropics 100m year 0.39586917 +so tropics 1000m MAM 0.21757126 +so tropics 1000m JJA 0.21762641 +so tropics 1000m SON 0.21681206 +so tropics 1000m DJF 0.21739778 +so tropics 1000m year 0.21731244 +so innertropics 10m MAM 0.46070632 +so innertropics 10m JJA 0.46243605 +so innertropics 10m SON 0.48508763 +so innertropics 10m DJF 0.4590086 +so innertropics 10m year 0.4421054 +so innertropics 100m MAM 0.42127895 +so innertropics 100m JJA 0.4146221 +so innertropics 100m SON 0.41094872 +so innertropics 100m DJF 0.405784 +so innertropics 100m year 0.41065282 +so innertropics 1000m MAM 0.2267198 +so innertropics 1000m JJA 0.22735205 +so innertropics 1000m SON 0.22659059 +so innertropics 1000m DJF 0.2264232 +so innertropics 1000m year 0.22676846 so nino34 10m MAM 0.29406068 so nino34 10m JJA 0.31013998 so nino34 10m SON 0.27986526 so nino34 10m DJF 0.27215302 +so nino34 10m year 0.2886657 so nino34 100m MAM 0.4526512 so nino34 100m JJA 0.42952588 so nino34 100m SON 0.42680767 so nino34 100m DJF 0.39404923 -so nino34 1000m MAM 0.12973423 -so nino34 1000m JJA 0.13128828 -so nino34 1000m SON 0.13038531 -so nino34 1000m DJF 0.12658052 -so southmid 10m MAM 0.31437367 -so southmid 10m JJA 0.30632123 -so southmid 10m SON 0.30142358 -so southmid 10m DJF 0.310796 -so southmid 100m MAM 0.26598185 -so southmid 100m JJA 0.27753592 -so southmid 100m SON 0.28976443 -so southmid 100m DJF 0.27857822 -so southmid 1000m MAM 0.13279246 -so southmid 1000m JJA 0.13207008 -so southmid 1000m SON 0.133304 -so southmid 1000m DJF 0.13431424 -so antarctic 10m MAM 0.28988594 -so antarctic 10m JJA 0.16806318 -so antarctic 10m SON 0.14713298 -so antarctic 10m DJF 0.31258667 -so antarctic 100m MAM 0.19785224 -so antarctic 100m JJA 0.21113868 -so antarctic 100m SON 0.19669698 -so antarctic 100m DJF 0.19098268 -so antarctic 1000m MAM 0.037849933 -so antarctic 1000m JJA 0.037141364 -so antarctic 1000m SON 0.037608527 -so antarctic 1000m DJF 0.03867755 +so nino34 100m year 0.42575854 +so nino34 1000m MAM 0.12973315 +so nino34 1000m JJA 0.1312871 +so nino34 1000m SON 0.13038428 +so nino34 1000m DJF 0.12657937 +so nino34 1000m year 0.12949601 +so southmid 10m MAM 0.31423938 +so southmid 10m JJA 0.3061287 +so southmid 10m SON 0.30135992 +so southmid 10m DJF 0.31064194 +so southmid 10m year 0.30573478 +so southmid 100m MAM 0.26584053 +so southmid 100m JJA 0.27714092 +so southmid 100m SON 0.28941184 +so southmid 100m DJF 0.27841237 +so southmid 100m year 0.27535307 +so southmid 1000m MAM 0.13319774 +so southmid 1000m JJA 0.1324756 +so southmid 1000m SON 0.13369703 +so southmid 1000m DJF 0.13469297 +so southmid 1000m year 0.13341443 +so antarctic 10m MAM 0.29011935 +so antarctic 10m JJA 0.16778035 +so antarctic 10m SON 0.1466441 +so antarctic 10m DJF 0.31278798 +so antarctic 10m year 0.22104542 +so antarctic 100m MAM 0.19752656 +so antarctic 100m JJA 0.21075782 +so antarctic 100m SON 0.19646864 +so antarctic 100m DJF 0.19074415 +so antarctic 100m year 0.19751452 +so antarctic 1000m MAM 0.037926525 +so antarctic 1000m JJA 0.037212636 +so antarctic 1000m SON 0.03767959 +so antarctic 1000m DJF 0.03875928 +so antarctic 1000m year 0.03764937 diff --git a/eval/NCEP2/FGOALS-f3-L.csv b/eval/NCEP2/FGOALS-f3-L.csv index 2873464..8975ea5 100644 --- a/eval/NCEP2/FGOALS-f3-L.csv +++ b/eval/NCEP2/FGOALS-f3-L.csv @@ -1,577 +1,1981 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 17.497633906845618 -siconc glob surface JJA 15.58991328272263 -siconc glob surface SON 15.159406360774014 -siconc glob surface DJF 15.893021792439091 -siconc arctic surface MAM 6.690937847339104 -siconc arctic surface JJA 11.187633186585728 -siconc arctic surface SON 9.651830367222667 -siconc arctic surface DJF 8.978145818131809 +siconc Atlantic_Basin surface MAM 21.840727578279665 +siconc Atlantic_Basin surface JJA 15.035143381211224 +siconc Atlantic_Basin surface SON 11.328534182284493 +siconc Atlantic_Basin surface DJF 22.729328183779057 +siconc Atlantic_Basin surface year 14.898057204080544 +siconc Pacific_Basin surface MAM 14.453327213050725 +siconc Pacific_Basin surface JJA 3.4445602445429704 +siconc Pacific_Basin surface SON 5.528927140380781 +siconc Pacific_Basin surface DJF 15.612963159303657 +siconc Pacific_Basin surface year 11.570230589160966 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 4.092219644169897 +siconc Arctic_Basin surface JJA 10.603985794195342 +siconc Arctic_Basin surface SON 9.409522077331378 +siconc Arctic_Basin surface DJF 6.288223832674146 +siconc Arctic_Basin surface year 6.362882052833386 +siconc Southern_Ocean_Basin surface MAM 33.2084928480818 +siconc Southern_Ocean_Basin surface JJA 20.779445467540786 +siconc Southern_Ocean_Basin surface SON 21.101116229850266 +siconc Southern_Ocean_Basin surface DJF 24.729295096990956 +siconc Southern_Ocean_Basin surface year 21.042947653787632 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM nan +siconc Asia surface JJA nan +siconc Asia surface SON nan +siconc Asia surface DJF nan +siconc Asia surface year nan +siconc North_America surface MAM nan +siconc North_America surface JJA nan +siconc North_America surface SON nan +siconc North_America surface DJF nan +siconc North_America surface year nan +siconc Europe surface MAM nan +siconc Europe surface JJA nan +siconc Europe surface SON nan +siconc Europe surface DJF nan +siconc Europe surface year nan +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 4.860748612880707 +siconc Antarctica surface JJA 32.013426818847655 +siconc Antarctica surface SON 16.93029312133789 +siconc Antarctica surface DJF 0.05317815303802492 +siconc Antarctica surface year 11.00994789123535 +siconc glob surface MAM 17.48666457841616 +siconc glob surface JJA 15.59414245431209 +siconc glob surface SON 15.154941945067414 +siconc glob surface DJF 15.886143479575798 +siconc glob surface year 14.095145804328734 +siconc arctic surface MAM 6.687861554609672 +siconc arctic surface JJA 11.203101437453661 +siconc arctic surface SON 9.65179192356633 +siconc arctic surface DJF 8.975789073295717 +siconc arctic surface year 7.843722672039308 siconc northmid surface MAM 15.141241835601946 siconc northmid surface JJA 8.42362974357605 -siconc northmid surface SON 5.623867274256122 -siconc northmid surface DJF 14.19229718213511 +siconc northmid surface SON 5.6238672742561215 +siconc northmid surface DJF 14.192297182135109 +siconc northmid surface year 10.572423964130554 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.0036 siconc southmid surface JJA 11.9791450104875 siconc southmid surface SON 15.591885561948372 siconc southmid surface DJF 6.220492107147773 +siconc southmid surface year 8.959292579502248 siconc antarctic surface MAM 35.529549389030606 siconc antarctic surface JJA 22.516159395339816 siconc antarctic surface SON 21.959913437713325 siconc antarctic surface DJF 27.79668769149334 -tas glob surface MAM 2.3072395 -tas glob surface JJA 2.152897 -tas glob surface SON 2.1505675 -tas glob surface DJF 2.3695073 -tas arctic surface MAM 3.590712 -tas arctic surface JJA 1.0188636 -tas arctic surface SON 2.1335359 -tas arctic surface DJF 5.6870747 -tas northmid surface MAM 1.7014151 -tas northmid surface JJA 2.026076 -tas northmid surface SON 1.7634186 -tas northmid surface DJF 2.0899882 -tas tropics surface MAM 1.5387253 -tas tropics surface JJA 1.4798014 -tas tropics surface SON 1.469188 -tas tropics surface DJF 1.4240414 -tas innertropics surface MAM 1.2923807 -tas innertropics surface JJA 1.2192237 -tas innertropics surface SON 1.2023917 -tas innertropics surface DJF 1.1156735 -tas nino34 surface MAM 0.88762057 -tas nino34 surface JJA 1.0725052 -tas nino34 surface SON 0.9992401 -tas nino34 surface DJF 0.47676748 -tas southmid surface MAM 1.168864 -tas southmid surface JJA 1.0286665 -tas southmid surface SON 1.0302331 -tas southmid surface DJF 1.3236934 -tas antarctic surface MAM 4.4749227 -tas antarctic surface JJA 6.0066876 -tas antarctic surface SON 5.162005 -tas antarctic surface DJF 2.3186905 +siconc antarctic surface year 25.272578478359033 +tas Atlantic_Basin surface MAM 1.7962698 +tas Atlantic_Basin surface JJA 1.6666999 +tas Atlantic_Basin surface SON 1.6620802 +tas Atlantic_Basin surface DJF 2.5606654 +tas Atlantic_Basin surface year 1.8399969 +tas Pacific_Basin surface MAM 0.87022805 +tas Pacific_Basin surface JJA 1.011744 +tas Pacific_Basin surface SON 0.916524 +tas Pacific_Basin surface DJF 0.93070585 +tas Pacific_Basin surface year 0.8575043 +tas Indian_Basin surface MAM 0.8934382 +tas Indian_Basin surface JJA 0.7020782 +tas Indian_Basin surface SON 0.81227124 +tas Indian_Basin surface DJF 0.97535866 +tas Indian_Basin surface year 0.78142315 +tas Arctic_Basin surface MAM 5.242115 +tas Arctic_Basin surface JJA 1.3182108 +tas Arctic_Basin surface SON 2.3661692 +tas Arctic_Basin surface DJF 6.776712 +tas Arctic_Basin surface year 3.755994 +tas Southern_Ocean_Basin surface MAM 2.9128327 +tas Southern_Ocean_Basin surface JJA 1.9114324 +tas Southern_Ocean_Basin surface SON 1.562576 +tas Southern_Ocean_Basin surface DJF 1.9177274 +tas Southern_Ocean_Basin surface year 1.8214186 +tas Mediterranean_Basin surface MAM 1.1607035 +tas Mediterranean_Basin surface JJA 2.2875314 +tas Mediterranean_Basin surface SON 1.7681177 +tas Mediterranean_Basin surface DJF 1.4652684 +tas Mediterranean_Basin surface year 1.5105741 +tas Asia surface MAM 3.3633027 +tas Asia surface JJA 1.7637947 +tas Asia surface SON 2.2812667 +tas Asia surface DJF 2.805133 +tas Asia surface year 2.2722974 +tas North_America surface MAM 1.9981664 +tas North_America surface JJA 1.8398297 +tas North_America surface SON 1.9368578 +tas North_America surface DJF 3.099403 +tas North_America surface year 1.8504457 +tas Europe surface MAM 2.0386531 +tas Europe surface JJA 1.6555136 +tas Europe surface SON 1.7957072 +tas Europe surface DJF 3.391024 +tas Europe surface year 1.9615389 +tas Africa surface MAM 1.6011429 +tas Africa surface JJA 1.5068947 +tas Africa surface SON 1.3456115 +tas Africa surface DJF 1.3815185 +tas Africa surface year 1.2791691 +tas South_America surface MAM 1.7370807 +tas South_America surface JJA 1.6006145 +tas South_America surface SON 1.9981108 +tas South_America surface DJF 1.6955189 +tas South_America surface year 1.6777828 +tas Oceania surface MAM 2.4933527 +tas Oceania surface JJA 2.9741988 +tas Oceania surface SON 1.7346025 +tas Oceania surface DJF 1.5852966 +tas Oceania surface year 2.1265175 +tas Australia surface MAM 0.82825124 +tas Australia surface JJA 0.8379993 +tas Australia surface SON 0.8064146 +tas Australia surface DJF 0.6810163 +tas Australia surface year 0.6655481 +tas Antarctica surface MAM 2.3507116 +tas Antarctica surface JJA 4.9945126 +tas Antarctica surface SON 4.940335 +tas Antarctica surface DJF 2.876804 +tas Antarctica surface year 2.5632262 +tas glob surface MAM 2.2133377 +tas glob surface JJA 1.7716669 +tas glob surface SON 1.8089696 +tas glob surface DJF 2.3607972 +tas glob surface year 1.76773 +tas arctic surface MAM 4.4310894 +tas arctic surface JJA 1.5818526 +tas arctic surface SON 2.482657 +tas arctic surface DJF 6.0780187 +tas arctic surface year 3.4144573 +tas northmid surface MAM 2.0066862 +tas northmid surface JJA 1.9816335 +tas northmid surface SON 1.7431777 +tas northmid surface DJF 1.9978638 +tas northmid surface year 1.7001582 +tas tropics surface MAM 1.031484 +tas tropics surface JJA 0.99288946 +tas tropics surface SON 1.001856 +tas tropics surface DJF 0.9968818 +tas tropics surface year 0.92738354 +tas innertropics surface MAM 0.7134585 +tas innertropics surface JJA 0.6796638 +tas innertropics surface SON 0.6570431 +tas innertropics surface DJF 0.67740905 +tas innertropics surface year 0.5823692 +tas nino34 surface MAM 0.31174928 +tas nino34 surface JJA 0.39191207 +tas nino34 surface SON 0.34540075 +tas nino34 surface DJF 0.23056641 +tas nino34 surface year 0.22788772 +tas southmid surface MAM 1.4682567 +tas southmid surface JJA 0.94369763 +tas southmid surface SON 0.88438195 +tas southmid surface DJF 1.4887741 +tas southmid surface year 1.1276013 +tas antarctic surface MAM 3.4105651 +tas antarctic surface JJA 4.192911 +tas antarctic surface SON 3.8225465 +tas antarctic surface DJF 2.7327614 +tas antarctic surface year 2.556019 +clt Atlantic_Basin surface MAM 12.241811 +clt Atlantic_Basin surface JJA 12.609061 +clt Atlantic_Basin surface SON 11.292756 +clt Atlantic_Basin surface DJF 12.300881 +clt Atlantic_Basin surface year 11.26809 +clt Pacific_Basin surface MAM 13.74672 +clt Pacific_Basin surface JJA 12.396321 +clt Pacific_Basin surface SON 13.05007 +clt Pacific_Basin surface DJF 13.988011 +clt Pacific_Basin surface year 12.779549 +clt Indian_Basin surface MAM 14.868145 +clt Indian_Basin surface JJA 19.584127 +clt Indian_Basin surface SON 17.796478 +clt Indian_Basin surface DJF 15.175869 +clt Indian_Basin surface year 16.301651 +clt Arctic_Basin surface MAM 30.286383 +clt Arctic_Basin surface JJA 12.84725 +clt Arctic_Basin surface SON 22.930908 +clt Arctic_Basin surface DJF 31.658918 +clt Arctic_Basin surface year 24.390339 +clt Southern_Ocean_Basin surface MAM 13.448409 +clt Southern_Ocean_Basin surface JJA 14.230487 +clt Southern_Ocean_Basin surface SON 11.683401 +clt Southern_Ocean_Basin surface DJF 13.3404045 +clt Southern_Ocean_Basin surface year 11.60021 +clt Mediterranean_Basin surface MAM 4.5213156 +clt Mediterranean_Basin surface JJA 4.128982 +clt Mediterranean_Basin surface SON 6.5315924 +clt Mediterranean_Basin surface DJF 10.263953 +clt Mediterranean_Basin surface year 4.553329 +clt Asia surface MAM 14.791096 +clt Asia surface JJA 7.0264153 +clt Asia surface SON 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South_America surface SON nan +tos South_America surface DJF nan +tos South_America surface year nan +tos Oceania surface MAM 0.1413821 +tos Oceania surface JJA 0.14131504 +tos Oceania surface SON 0.06844187 +tos Oceania surface DJF 0.3394667 +tos Oceania surface year 0.17265147 +tos Australia surface MAM 0.010142565 +tos Australia surface JJA 0.095273316 +tos Australia surface SON 0.14527762 +tos Australia surface DJF 0.0917089 +tos Australia surface year 0.034674883 +tos Antarctica surface MAM 0.67826945 +tos Antarctica surface JJA 0.13604686 +tos Antarctica surface SON 0.39129835 +tos Antarctica surface DJF 0.58115005 +tos Antarctica surface year 0.4466912 +tos glob surface MAM 0.26083317 +tos glob surface JJA 0.25267437 +tos glob surface SON 0.24474964 +tos glob surface DJF 0.29329625 +tos glob surface year 0.22231294 +tos arctic surface MAM 0.12467604 +tos arctic surface JJA 0.2968413 +tos arctic surface SON 0.27525172 +tos arctic surface DJF 0.14403567 +tos arctic surface year 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southmid surface year 0.20209712 tos antarctic surface MAM 0.6413922 tos antarctic surface JJA 0.26095656 tos antarctic surface SON 0.24551184 tos antarctic surface DJF 0.8050242 -mlotst glob surface MAM 21.322624 -mlotst glob surface JJA 24.697086 -mlotst glob surface SON 22.092789 -mlotst glob surface DJF 20.368427 -mlotst arctic surface MAM 42.35498 -mlotst arctic surface JJA 46.004967 -mlotst arctic surface SON 25.058567 -mlotst arctic surface DJF 37.408604 +tos antarctic surface year 0.46357587 +mlotst Atlantic_Basin surface MAM 43.1814 +mlotst Atlantic_Basin surface JJA 14.188981 +mlotst Atlantic_Basin surface SON 16.724098 +mlotst Atlantic_Basin surface DJF 44.453556 +mlotst Atlantic_Basin surface year 28.21537 +mlotst Pacific_Basin surface MAM 14.714532 +mlotst Pacific_Basin surface JJA 11.826061 +mlotst Pacific_Basin surface SON 13.882961 +mlotst Pacific_Basin surface DJF 15.19657 +mlotst Pacific_Basin surface year 13.3797245 +mlotst Indian_Basin surface MAM 11.647995 +mlotst 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tropics 1000m MAM 0.9321266 thetao tropics 1000m JJA 0.9332544 thetao tropics 1000m SON 0.9340741 -thetao tropics 1000m DJF 0.93770456 +thetao tropics 1000m DJF 0.9377045 +thetao tropics 1000m year 0.93291545 thetao innertropics 10m MAM 0.6294426 -thetao innertropics 10m JJA 0.61721325 +thetao innertropics 10m JJA 0.6172133 thetao innertropics 10m SON 0.58881646 -thetao innertropics 10m DJF 0.58847797 +thetao innertropics 10m DJF 0.588478 +thetao innertropics 10m year 0.539738 thetao innertropics 100m MAM 1.6496842 thetao innertropics 100m JJA 1.744609 -thetao innertropics 100m SON 1.6060406 +thetao innertropics 100m SON 1.6060407 thetao innertropics 100m DJF 1.6447746 +thetao innertropics 100m year 1.6179556 thetao innertropics 1000m MAM 0.8952771 thetao innertropics 1000m JJA 0.8956444 thetao innertropics 1000m SON 0.89848983 -thetao innertropics 1000m DJF 0.9019878 +thetao innertropics 1000m DJF 0.90198773 +thetao innertropics 1000m year 0.89596635 thetao nino34 10m MAM 0.3767901 thetao nino34 10m JJA 0.346511 thetao nino34 10m SON 0.30479088 thetao nino34 10m DJF 0.45525652 +thetao nino34 10m year 0.2550005 thetao nino34 100m MAM 1.3633798 thetao nino34 100m JJA 1.365221 thetao nino34 100m SON 0.9404457 thetao nino34 100m DJF 0.9184059 -thetao nino34 1000m MAM 0.0736043 +thetao nino34 100m year 1.0411183 +thetao nino34 1000m MAM 0.073604316 thetao nino34 1000m JJA 0.089228585 -thetao nino34 1000m SON 0.07876019 -thetao nino34 1000m DJF 0.091482714 +thetao nino34 1000m SON 0.078760184 +thetao nino34 1000m DJF 0.09148271 +thetao nino34 1000m year 0.07954964 thetao southmid 10m MAM 1.4701402 thetao southmid 10m JJA 0.9421121 thetao southmid 10m SON 0.88284457 thetao southmid 10m DJF 1.4722347 +thetao southmid 10m year 1.0940022 thetao southmid 100m MAM 1.0517306 thetao southmid 100m JJA 1.0716214 thetao southmid 100m SON 1.024091 thetao southmid 100m DJF 1.0356327 +thetao southmid 100m year 1.0181894 thetao southmid 1000m MAM 0.7339179 thetao southmid 1000m JJA 0.7366394 thetao southmid 1000m SON 0.7283003 thetao southmid 1000m DJF 0.7290435 +thetao southmid 1000m year 0.73097533 thetao antarctic 10m MAM 2.0622196 thetao antarctic 10m JJA 0.4838768 thetao antarctic 10m SON 0.4373412 thetao antarctic 10m DJF 2.1901948 +thetao antarctic 10m year 1.117762 thetao antarctic 100m MAM 0.8797382 thetao antarctic 100m JJA 1.1756661 thetao antarctic 100m SON 1.095165 thetao antarctic 100m DJF 0.93397814 +thetao antarctic 100m year 0.99305004 thetao antarctic 1000m MAM 0.2999556 thetao antarctic 1000m JJA 0.30336758 thetao antarctic 1000m SON 0.32086462 thetao antarctic 1000m DJF 0.31315824 -so glob 10m MAM 0.99097186 -so glob 10m JJA 1.0061629 -so glob 10m SON 0.9818274 -so glob 10m DJF 0.99746555 -so glob 100m MAM 0.75032496 -so glob 100m JJA 0.7511912 -so glob 100m SON 0.757345 -so glob 100m DJF 0.7485965 -so glob 1000m MAM 0.22640146 -so glob 1000m JJA 0.2269651 -so glob 1000m SON 0.22707032 -so glob 1000m DJF 0.22655335 -so arctic 10m MAM 1.563125 -so arctic 10m JJA 1.6362467 -so arctic 10m SON 1.4956387 -so arctic 10m DJF 1.5595553 -so arctic 100m MAM 0.7288543 -so arctic 100m JJA 0.7281247 -so arctic 100m SON 0.7681032 -so arctic 100m DJF 0.7320096 -so arctic 1000m MAM 0.14531066 -so arctic 1000m JJA 0.15055098 -so arctic 1000m SON 0.15130354 -so arctic 1000m DJF 0.14192334 +thetao antarctic 1000m year 0.30841017 +so Atlantic_Basin 10m MAM 1.3154474 +so Atlantic_Basin 10m JJA 1.4017509 +so Atlantic_Basin 10m SON 1.3904489 +so Atlantic_Basin 10m DJF 1.3230361 +so Atlantic_Basin 10m year 1.3455682 +so Atlantic_Basin 100m MAM 0.82718205 +so Atlantic_Basin 100m JJA 0.81500024 +so Atlantic_Basin 100m SON 0.813059 +so Atlantic_Basin 100m DJF 0.8278624 +so Atlantic_Basin 100m year 0.8193886 +so Atlantic_Basin 1000m MAM 0.46367177 +so Atlantic_Basin 1000m JJA 0.4628135 +so Atlantic_Basin 1000m SON 0.46266258 +so Atlantic_Basin 1000m DJF 0.4624667 +so Atlantic_Basin 1000m year 0.46289024 +so Pacific_Basin 10m MAM 0.90113086 +so Pacific_Basin 10m JJA 0.91750073 +so Pacific_Basin 10m SON 0.9188458 +so Pacific_Basin 10m DJF 0.9124939 +so Pacific_Basin 10m year 0.9089662 +so Pacific_Basin 100m MAM 0.8250194 +so Pacific_Basin 100m JJA 0.8162632 +so Pacific_Basin 100m SON 0.81133044 +so Pacific_Basin 100m DJF 0.80632156 +so Pacific_Basin 100m year 0.81405747 +so Pacific_Basin 1000m MAM 0.20020065 +so Pacific_Basin 1000m JJA 0.20000722 +so Pacific_Basin 1000m SON 0.20011923 +so Pacific_Basin 1000m DJF 0.20018828 +so Pacific_Basin 1000m year 0.2001288 +so Indian_Basin 10m MAM 0.9410488 +so Indian_Basin 10m JJA 0.92810434 +so Indian_Basin 10m SON 0.9386578 +so Indian_Basin 10m DJF 0.9581666 +so Indian_Basin 10m year 0.9376892 +so Indian_Basin 100m MAM 0.89846826 +so Indian_Basin 100m JJA 0.88025963 +so Indian_Basin 100m SON 0.87334436 +so Indian_Basin 100m DJF 0.8855602 +so Indian_Basin 100m year 0.8833074 +so Indian_Basin 1000m MAM 0.14222902 +so Indian_Basin 1000m JJA 0.14432009 +so Indian_Basin 1000m SON 0.14450413 +so Indian_Basin 1000m DJF 0.14400959 +so Indian_Basin 1000m year 0.1436261 +so Arctic_Basin 10m MAM 1.3667984 +so Arctic_Basin 10m JJA 1.4202499 +so Arctic_Basin 10m SON 1.2363243 +so Arctic_Basin 10m DJF 1.3499762 +so Arctic_Basin 10m year 1.2783583 +so Arctic_Basin 100m MAM 0.62635374 +so Arctic_Basin 100m JJA 0.63788533 +so Arctic_Basin 100m SON 0.68798906 +so Arctic_Basin 100m DJF 0.62779766 +so Arctic_Basin 100m year 0.64337796 +so Arctic_Basin 1000m MAM 0.11294765 +so Arctic_Basin 1000m JJA 0.11856887 +so Arctic_Basin 1000m SON 0.11909151 +so Arctic_Basin 1000m DJF 0.10931316 +so Arctic_Basin 1000m year 0.11498023 +so Southern_Ocean_Basin 10m MAM 0.6334615 +so Southern_Ocean_Basin 10m JJA 0.5959909 +so Southern_Ocean_Basin 10m SON 0.5863918 +so Southern_Ocean_Basin 10m DJF 0.6381955 +so Southern_Ocean_Basin 10m year 0.6030865 +so Southern_Ocean_Basin 100m MAM 0.5222179 +so Southern_Ocean_Basin 100m JJA 0.5440734 +so Southern_Ocean_Basin 100m SON 0.5573264 +so Southern_Ocean_Basin 100m DJF 0.54037356 +so Southern_Ocean_Basin 100m year 0.54031134 +so Southern_Ocean_Basin 1000m MAM 0.124267474 +so Southern_Ocean_Basin 1000m JJA 0.12463127 +so Southern_Ocean_Basin 1000m SON 0.124723025 +so Southern_Ocean_Basin 1000m DJF 0.12577182 +so Southern_Ocean_Basin 1000m year 0.12480056 +so Mediterranean_Basin 10m MAM 9.113636 +so Mediterranean_Basin 10m JJA 9.021847 +so Mediterranean_Basin 10m SON 9.040319 +so Mediterranean_Basin 10m DJF 9.158453 +so Mediterranean_Basin 10m year 9.083564 +so Mediterranean_Basin 100m MAM 9.413336 +so Mediterranean_Basin 100m JJA 9.426018 +so Mediterranean_Basin 100m SON 9.41657 +so Mediterranean_Basin 100m DJF 9.447884 +so Mediterranean_Basin 100m year 9.425952 +so Mediterranean_Basin 1000m MAM 9.510759 +so Mediterranean_Basin 1000m JJA 9.502824 +so Mediterranean_Basin 1000m SON 9.513951 +so Mediterranean_Basin 1000m DJF 9.514224 +so Mediterranean_Basin 1000m year 9.51044 +so Asia 10m MAM 0.58143914 +so Asia 10m JJA 0.80134666 +so Asia 10m SON 0.7560289 +so Asia 10m DJF 0.64845467 +so Asia 10m year 0.6921039 +so Asia 100m MAM 0.58097583 +so Asia 100m JJA 0.5933965 +so Asia 100m SON 0.59471387 +so Asia 100m DJF 0.5322304 +so Asia 100m year 0.5753314 +so Asia 1000m MAM 0.20486832 +so Asia 1000m JJA 0.21152496 +so Asia 1000m SON 0.222126 +so Asia 1000m DJF 0.21337128 +so Asia 1000m year 0.21297073 +so North_America 10m MAM 2.8510265 +so North_America 10m JJA 2.7115698 +so North_America 10m SON 2.848999 +so North_America 10m DJF 2.9652963 +so North_America 10m year 2.8205822 +so North_America 100m MAM 0.34492493 +so North_America 100m JJA 0.30137888 +so North_America 100m SON 0.30057907 +so North_America 100m DJF 0.38056818 +so North_America 100m year 0.33186087 +so North_America 1000m MAM 0.7128029 +so North_America 1000m JJA 0.70780945 +so North_America 1000m SON 0.71061325 +so North_America 1000m DJF 0.71439743 +so North_America 1000m year 0.7114067 +so Europe 10m MAM 6.8087726 +so Europe 10m JJA 6.9641247 +so Europe 10m SON 6.8087907 +so Europe 10m DJF 7.030349 +so Europe 10m year 6.7758737 +so Europe 100m MAM 6.8165503 +so Europe 100m JJA 6.8080034 +so Europe 100m SON 6.7860565 +so Europe 100m DJF 6.846446 +so Europe 100m year 6.8142633 +so Europe 1000m MAM 9.626247 +so Europe 1000m JJA 9.623291 +so Europe 1000m SON 9.639198 +so Europe 1000m DJF 9.637154 +so Europe 1000m year 9.631474 +so Africa 10m MAM 0.08998871 +so Africa 10m JJA 0.34866333 +so Africa 10m SON 0.98286057 +so Africa 10m DJF 0.6247444 +so Africa 10m year 0.51156235 +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM nan +so South_America 10m JJA nan +so South_America 10m SON nan +so South_America 10m DJF nan +so South_America 10m year nan +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM 0.80846405 +so Oceania 10m JJA 0.881752 +so Oceania 10m SON 1.0035934 +so Oceania 10m DJF 0.8689728 +so Oceania 10m year 0.8906975 +so Oceania 100m MAM 1.2989388 +so Oceania 100m JJA 1.1493721 +so Oceania 100m SON 1.1957741 +so Oceania 100m DJF 1.2068596 +so Oceania 100m year 1.2127342 +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 2.775837 +so Australia 10m JJA 2.7419395 +so Australia 10m SON 2.7389832 +so Australia 10m DJF 2.704342 +so Australia 10m year 2.7402763 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 1.7688446 +so Antarctica 10m JJA 1.3974762 +so Antarctica 10m SON 0.9990158 +so Antarctica 10m DJF 1.1956596 +so Antarctica 10m year 1.3402519 +so Antarctica 100m MAM 0.047130585 +so Antarctica 100m JJA 0.058872223 +so Antarctica 100m SON 0.10998535 +so Antarctica 100m DJF 0.10070419 +so Antarctica 100m year 0.07917023 +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.9923818 +so glob 10m JJA 1.0074276 +so glob 10m SON 0.9829863 +so glob 10m DJF 0.99901026 +so glob 10m year 0.9814319 +so glob 100m MAM 0.7504489 +so glob 100m JJA 0.7512584 +so glob 100m SON 0.75742805 +so glob 100m DJF 0.7487467 +so glob 100m year 0.7510265 +so glob 1000m MAM 0.22640257 +so glob 1000m JJA 0.22696619 +so glob 1000m SON 0.22707142 +so glob 1000m DJF 0.22655444 +so glob 1000m year 0.22671685 +so arctic 10m MAM 1.5715283 +so arctic 10m JJA 1.6434517 +so arctic 10m SON 1.5024217 +so arctic 10m DJF 1.5689461 +so arctic 10m year 1.5158836 +so arctic 100m MAM 0.7299242 +so arctic 100m JJA 0.72874457 +so arctic 100m SON 0.7687336 +so arctic 100m DJF 0.73327404 +so arctic 100m year 0.73861444 +so arctic 1000m MAM 0.14532217 +so arctic 1000m JJA 0.15056254 +so arctic 1000m SON 0.15131521 +so arctic 1000m DJF 0.14193468 +so arctic 1000m year 0.14728358 so northmid 10m MAM 1.1452777 -so northmid 10m JJA 1.165495 +so northmid 10m JJA 1.1654952 so northmid 10m SON 1.1366154 so northmid 10m DJF 1.1346148 +so northmid 10m year 1.1384877 so northmid 100m MAM 0.645783 -so northmid 100m JJA 0.6470168 +so northmid 100m JJA 0.6470169 so northmid 100m SON 0.65537506 so northmid 100m DJF 0.6457012 -so northmid 1000m MAM 0.45727777 -so northmid 1000m JJA 0.45758632 -so northmid 1000m SON 0.4574257 -so northmid 1000m DJF 0.45567855 -so tropics 10m MAM 0.8511606 +so northmid 100m year 0.6458548 +so northmid 1000m MAM 0.4572778 +so northmid 1000m JJA 0.45758635 +so northmid 1000m SON 0.45742568 +so northmid 1000m DJF 0.4556785 +so northmid 1000m year 0.45697802 +so tropics 10m MAM 0.85116065 so tropics 10m JJA 0.88781667 -so tropics 10m SON 0.89228016 -so tropics 10m DJF 0.8716488 +so tropics 10m SON 0.8922803 +so tropics 10m DJF 0.87164885 +so tropics 10m year 0.86930645 so tropics 100m MAM 0.82676375 so tropics 100m JJA 0.81124175 so tropics 100m SON 0.7995693 so tropics 100m DJF 0.8068382 +so tropics 100m year 0.81043565 so tropics 1000m MAM 0.27271247 so tropics 1000m JJA 0.2729372 so tropics 1000m SON 0.27296233 so tropics 1000m DJF 0.2730214 +so tropics 1000m year 0.2728727 so innertropics 10m MAM 0.83905965 so innertropics 10m JJA 0.8873047 -so innertropics 10m SON 0.883463 +so innertropics 10m SON 0.8834631 so innertropics 10m DJF 0.8675812 +so innertropics 10m year 0.8599882 so innertropics 100m MAM 0.79489934 -so innertropics 100m JJA 0.7885988 +so innertropics 100m JJA 0.7885987 so innertropics 100m SON 0.7692789 -so innertropics 100m DJF 0.7709893 +so innertropics 100m DJF 0.77098924 +so innertropics 100m year 0.780285 so innertropics 1000m MAM 0.28616983 so innertropics 1000m JJA 0.28651774 so innertropics 1000m SON 0.28623176 so innertropics 1000m DJF 0.2859744 +so innertropics 1000m year 0.2862128 so nino34 10m MAM 0.9421867 so nino34 10m JJA 0.94478047 so nino34 10m SON 0.8587317 so nino34 10m DJF 1.01121 +so nino34 10m year 0.9392273 so nino34 100m MAM 0.86025804 so nino34 100m JJA 0.8516144 so nino34 100m SON 0.83432794 so nino34 100m DJF 0.8099608 +so nino34 100m year 0.8390401 so nino34 1000m MAM 0.23197177 -so nino34 1000m JJA 0.23546015 +so nino34 1000m JJA 0.23546012 so nino34 1000m SON 0.23383982 so nino34 1000m DJF 0.23113826 +so nino34 1000m year 0.23310226 so southmid 10m MAM 1.0178486 so southmid 10m JJA 0.9810235 so southmid 10m SON 0.97274905 so southmid 10m DJF 1.0069768 +so southmid 10m year 0.9942435 so southmid 100m MAM 0.8364461 so southmid 100m JJA 0.8541666 so southmid 100m SON 0.8835829 so southmid 100m DJF 0.8616347 +so southmid 100m year 0.8588204 so southmid 1000m MAM 0.13613448 so southmid 1000m JJA 0.13591932 so southmid 1000m SON 0.13523015 so southmid 1000m DJF 0.13681237 +so southmid 1000m year 0.13596453 so antarctic 10m MAM 0.32007307 so antarctic 10m JJA 0.2720523 so antarctic 10m SON 0.25113934 so antarctic 10m DJF 0.33789286 +so antarctic 10m year 0.2658431 so antarctic 100m MAM 0.28287488 so antarctic 100m JJA 0.30464467 so antarctic 100m SON 0.2799775 so antarctic 100m DJF 0.27203742 +so antarctic 100m year 0.2833768 so antarctic 1000m MAM 0.10229609 so antarctic 1000m JJA 0.10259614 so antarctic 1000m SON 0.10391777 so antarctic 1000m DJF 0.10509503 +so antarctic 1000m year 0.10347629 diff --git a/eval/NCEP2/FIO-ESM-2-0.csv b/eval/NCEP2/FIO-ESM-2-0.csv index db7c4b4..7bdc465 100644 --- a/eval/NCEP2/FIO-ESM-2-0.csv +++ b/eval/NCEP2/FIO-ESM-2-0.csv @@ -1,481 +1,1651 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 6.795081209975537 -siconc glob surface JJA 15.581640232629992 -siconc glob surface SON 21.136478239985195 -siconc glob surface DJF 6.303856984957314 -siconc arctic surface MAM 1.7309974122524114 -siconc arctic surface JJA 20.005264829518882 -siconc arctic surface SON 28.550564343404975 -siconc arctic surface DJF 2.1202483840725583 -siconc northmid surface MAM 8.004334694996901 -siconc northmid surface JJA 1.200688973814249 -siconc northmid surface SON 3.6716031712001373 -siconc northmid surface DJF 8.80972043620752 +siconc Atlantic_Basin surface MAM 9.370563182394584 +siconc Atlantic_Basin surface JJA 10.10022293417957 +siconc Atlantic_Basin surface SON 13.648994472507892 +siconc Atlantic_Basin surface DJF 10.467283023674323 +siconc Atlantic_Basin surface year 8.563722323642118 +siconc Pacific_Basin surface MAM 10.745954259882168 +siconc Pacific_Basin surface JJA 2.722690177611911 +siconc Pacific_Basin surface SON 6.291762684440571 +siconc Pacific_Basin surface DJF 11.838584892481956 +siconc Pacific_Basin surface year 9.614352848290588 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 2.3501584370604287 +siconc Arctic_Basin surface JJA 17.586760405964846 +siconc Arctic_Basin surface SON 24.405003875533808 +siconc Arctic_Basin surface DJF 3.451831404949551 +siconc Arctic_Basin surface year 10.33101418490207 +siconc Southern_Ocean_Basin surface MAM 12.697640728690736 +siconc Southern_Ocean_Basin surface JJA 9.27537135655696 +siconc Southern_Ocean_Basin surface SON 9.834314958735343 +siconc Southern_Ocean_Basin surface DJF 10.82632731739539 +siconc Southern_Ocean_Basin surface year 8.92311776818005 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 30.09184305826823 +siconc Asia surface JJA 23.142682723999023 +siconc Asia surface SON 20.46835662841797 +siconc Asia surface DJF 41.91031158447266 +siconc Asia surface year 31.131028442382814 +siconc North_America surface MAM nan +siconc North_America surface JJA nan +siconc North_America surface SON nan +siconc North_America surface DJF nan +siconc North_America surface year nan +siconc Europe surface MAM 2.37 +siconc Europe surface JJA nan +siconc Europe surface SON 1.32 +siconc Europe surface DJF 9.05 +siconc Europe surface year 4.25 +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 5.061517262458802 +siconc Antarctica surface JJA 18.726004638671874 +siconc Antarctica surface SON 31.048888244628905 +siconc Antarctica surface DJF 5.953815498352051 +siconc Antarctica surface year 12.669297332763671 +siconc glob surface MAM 7.284528382246011 +siconc glob surface JJA 12.926230343140048 +siconc glob surface SON 16.59493095220363 +siconc glob surface DJF 7.476793488336997 +siconc glob surface year 9.511491073375625 +siconc arctic surface MAM 3.5424032579213787 +siconc arctic surface JJA 16.402878901331174 +siconc arctic surface SON 22.982008121523524 +siconc arctic surface DJF 4.5641340278442675 +siconc arctic surface year 10.051086600757737 +siconc northmid surface MAM 8.920797550092649 +siconc northmid surface JJA 7.8334012316000985 +siconc northmid surface SON 5.275552333531325 +siconc northmid surface DJF 11.224247824860408 +siconc northmid surface year 8.967038282844507 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan -siconc southmid surface MAM 6.530726368585012 -siconc southmid surface JJA 13.024512806901036 -siconc southmid surface SON 8.842612470272567 -siconc southmid surface DJF 3.6340393024485285 -siconc antarctic surface MAM 18.90034437266127 -siconc antarctic surface JJA 5.374677437105959 -siconc antarctic surface SON 6.594724124256446 -siconc antarctic surface DJF 16.467997525649547 -tas glob surface MAM 1.7214341 -tas glob surface JJA 1.7783762 -tas glob surface SON 1.8543649 -tas glob surface DJF 1.5714065 -tas arctic surface MAM 1.7453866 -tas arctic surface JJA 1.1016712 -tas arctic surface SON 2.640605 -tas arctic surface DJF 2.567877 -tas northmid surface MAM 1.6124973 -tas northmid surface JJA 1.6430615 -tas northmid surface SON 1.4945344 -tas northmid surface DJF 2.0003564 -tas tropics surface MAM 0.9268333 -tas tropics surface JJA 0.94050807 -tas tropics surface SON 0.95173293 -tas tropics surface DJF 0.8440228 -tas innertropics surface MAM 0.64761615 -tas innertropics surface JJA 0.6363141 -tas innertropics surface SON 0.7467431 -tas innertropics surface DJF 0.6664951 -tas nino34 surface MAM 0.19106904 -tas nino34 surface JJA 0.36427408 -tas nino34 surface SON 1.0238421 -tas nino34 surface 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southmid surface MAM 0.14908466 tos southmid surface JJA 0.13567324 -tos southmid surface SON 0.13215536 +tos southmid surface SON 0.13215537 tos southmid surface DJF 0.1929122 +tos southmid surface year 0.10480393 tos antarctic surface MAM 0.25703266 tos antarctic surface JJA 0.128984 tos antarctic surface SON 0.12580036 tos antarctic surface DJF 0.4273066 +tos antarctic surface year 0.1486829 +thetao Atlantic_Basin 10m MAM 1.0224025 +thetao Atlantic_Basin 10m JJA 0.97078675 +thetao Atlantic_Basin 10m SON 0.906482 +thetao Atlantic_Basin 10m DJF 0.97064525 +thetao Atlantic_Basin 10m year 0.9012656 +thetao Atlantic_Basin 100m MAM 1.1106588 +thetao Atlantic_Basin 100m JJA 0.9666749 +thetao Atlantic_Basin 100m SON 1.0443597 +thetao Atlantic_Basin 100m DJF 1.009521 +thetao Atlantic_Basin 100m year 0.9911477 +thetao Atlantic_Basin 1000m MAM 1.4175813 +thetao Atlantic_Basin 1000m JJA 1.4289917 +thetao Atlantic_Basin 1000m SON 1.4349833 +thetao Atlantic_Basin 1000m DJF 1.4173707 +thetao Atlantic_Basin 1000m year 1.4240531 +thetao Pacific_Basin 10m MAM 0.68386453 +thetao Pacific_Basin 10m JJA 0.7514435 +thetao Pacific_Basin 10m SON 0.7350335 +thetao Pacific_Basin 10m DJF 0.63563263 +thetao Pacific_Basin 10m year 0.6620209 +thetao Pacific_Basin 100m MAM 1.2455593 +thetao Pacific_Basin 100m JJA 1.3107193 +thetao Pacific_Basin 100m SON 1.256692 +thetao Pacific_Basin 100m DJF 1.155696 +thetao Pacific_Basin 100m year 1.2111074 +thetao Pacific_Basin 1000m MAM 0.3600552 +thetao Pacific_Basin 1000m JJA 0.36033893 +thetao Pacific_Basin 1000m SON 0.3578497 +thetao Pacific_Basin 1000m DJF 0.36511984 +thetao Pacific_Basin 1000m year 0.3598109 +thetao Indian_Basin 10m MAM 0.8636226 +thetao Indian_Basin 10m JJA 0.7303432 +thetao Indian_Basin 10m SON 0.78730154 +thetao Indian_Basin 10m DJF 0.84230244 +thetao Indian_Basin 10m year 0.77738786 +thetao Indian_Basin 100m MAM 0.89960915 +thetao Indian_Basin 100m JJA 1.293188 +thetao Indian_Basin 100m SON 1.4282603 +thetao Indian_Basin 100m DJF 1.1022317 +thetao Indian_Basin 100m year 1.1033763 +thetao Indian_Basin 1000m MAM 0.9704998 +thetao Indian_Basin 1000m JJA 0.96869665 +thetao Indian_Basin 1000m SON 0.9641024 +thetao Indian_Basin 1000m DJF 0.9863595 +thetao Indian_Basin 1000m year 0.97236246 +thetao Arctic_Basin 10m MAM 0.45800713 +thetao Arctic_Basin 10m JJA 0.4185944 +thetao Arctic_Basin 10m SON 0.38641095 +thetao Arctic_Basin 10m DJF 0.51055473 +thetao Arctic_Basin 10m year 0.2864865 +thetao Arctic_Basin 100m MAM 0.41926512 +thetao Arctic_Basin 100m JJA 0.38195363 +thetao Arctic_Basin 100m SON 0.34306103 +thetao Arctic_Basin 100m DJF 0.36332187 +thetao Arctic_Basin 100m year 0.36293975 +thetao Arctic_Basin 1000m MAM 1.2033759 +thetao Arctic_Basin 1000m JJA 1.2212714 +thetao Arctic_Basin 1000m SON 1.2143135 +thetao Arctic_Basin 1000m DJF 1.1970478 +thetao Arctic_Basin 1000m year 1.2090021 +thetao Southern_Ocean_Basin 10m MAM 0.7927239 +thetao Southern_Ocean_Basin 10m JJA 0.8168344 +thetao Southern_Ocean_Basin 10m SON 0.8175366 +thetao Southern_Ocean_Basin 10m DJF 0.83521014 +thetao Southern_Ocean_Basin 10m year 0.75585675 +thetao Southern_Ocean_Basin 100m MAM 0.914533 +thetao Southern_Ocean_Basin 100m JJA 0.7893787 +thetao Southern_Ocean_Basin 100m SON 0.85491896 +thetao Southern_Ocean_Basin 100m DJF 0.9405582 +thetao Southern_Ocean_Basin 100m year 0.8436217 +thetao Southern_Ocean_Basin 1000m MAM 0.6359254 +thetao Southern_Ocean_Basin 1000m JJA 0.6296939 +thetao Southern_Ocean_Basin 1000m SON 0.63449144 +thetao Southern_Ocean_Basin 1000m DJF 0.64049953 +thetao Southern_Ocean_Basin 1000m year 0.63468283 +thetao Mediterranean_Basin 10m MAM 0.4206042 +thetao Mediterranean_Basin 10m JJA 0.5128319 +thetao Mediterranean_Basin 10m SON 0.6859421 +thetao Mediterranean_Basin 10m DJF 0.557335 +thetao Mediterranean_Basin 10m year 0.39264336 +thetao Mediterranean_Basin 100m MAM 0.6828799 +thetao Mediterranean_Basin 100m JJA 0.69986784 +thetao Mediterranean_Basin 100m SON 0.7979428 +thetao Mediterranean_Basin 100m DJF 0.8197358 +thetao Mediterranean_Basin 100m year 0.74694526 +thetao Mediterranean_Basin 1000m MAM 1.0250889 +thetao Mediterranean_Basin 1000m JJA 1.028102 +thetao Mediterranean_Basin 1000m SON 1.0297009 +thetao Mediterranean_Basin 1000m DJF 1.0281899 +thetao Mediterranean_Basin 1000m year 1.0277691 +thetao Asia 10m MAM 1.9514517 +thetao Asia 10m JJA 1.6793934 +thetao Asia 10m SON 2.4280818 +thetao Asia 10m DJF 2.24152 +thetao Asia 10m year 1.0884987 +thetao Asia 100m MAM 1.4061955 +thetao Asia 100m JJA 0.38501307 +thetao Asia 100m SON 0.5035405 +thetao Asia 100m DJF 0.8565966 +thetao Asia 100m year 0.61473835 +thetao Asia 1000m MAM nan +thetao Asia 1000m JJA nan +thetao Asia 1000m SON nan +thetao Asia 1000m DJF nan +thetao Asia 1000m year nan +thetao North_America 10m MAM 1.2243838 +thetao North_America 10m JJA 1.0559418 +thetao North_America 10m SON 0.4098881 +thetao North_America 10m DJF 1.3261888 +thetao North_America 10m year 0.902934 +thetao North_America 100m MAM 0.3781658 +thetao North_America 100m JJA 0.32786092 +thetao North_America 100m SON 0.1496864 +thetao North_America 100m DJF 0.23587267 +thetao North_America 100m year 0.24643354 +thetao North_America 1000m MAM nan +thetao North_America 1000m JJA nan +thetao North_America 1000m SON nan +thetao North_America 1000m DJF nan +thetao North_America 1000m year nan +thetao Europe 10m MAM 1.1874826 +thetao Europe 10m JJA 1.821466 +thetao Europe 10m SON 1.3000536 +thetao Europe 10m DJF 2.600564 +thetao Europe 10m year 0.5773821 +thetao Europe 100m MAM 0.8088074 +thetao Europe 100m JJA 0.89102364 +thetao Europe 100m SON 1.0919361 +thetao Europe 100m DJF 0.85660696 +thetao Europe 100m year 0.912086 +thetao Europe 1000m MAM nan +thetao Europe 1000m JJA nan +thetao Europe 1000m SON nan +thetao Europe 1000m DJF nan +thetao Europe 1000m year nan +thetao Africa 10m MAM nan +thetao Africa 10m JJA nan +thetao Africa 10m SON nan +thetao Africa 10m DJF nan +thetao Africa 10m year nan +thetao Africa 100m MAM nan +thetao Africa 100m JJA nan +thetao Africa 100m SON nan +thetao Africa 100m DJF nan +thetao Africa 100m year nan +thetao Africa 1000m MAM nan +thetao Africa 1000m JJA nan +thetao Africa 1000m SON nan +thetao Africa 1000m DJF nan +thetao Africa 1000m year nan +thetao South_America 10m MAM 0.92350626 +thetao South_America 10m JJA 0.64978886 +thetao South_America 10m SON 0.90482855 +thetao South_America 10m DJF 1.009635 +thetao South_America 10m year 0.78785086 +thetao South_America 100m MAM nan +thetao South_America 100m JJA nan +thetao South_America 100m SON nan +thetao South_America 100m DJF nan +thetao South_America 100m year nan +thetao South_America 1000m MAM nan +thetao South_America 1000m JJA nan +thetao South_America 1000m SON nan +thetao South_America 1000m DJF nan +thetao South_America 1000m year nan +thetao Oceania 10m MAM nan +thetao Oceania 10m JJA nan +thetao Oceania 10m SON nan +thetao Oceania 10m DJF nan +thetao Oceania 10m year nan +thetao Oceania 100m MAM nan +thetao Oceania 100m JJA nan +thetao Oceania 100m SON nan +thetao Oceania 100m DJF nan +thetao Oceania 100m year nan +thetao Oceania 1000m MAM nan +thetao Oceania 1000m JJA nan +thetao Oceania 1000m SON nan +thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan +thetao Australia 10m MAM 0.7310481 +thetao Australia 10m JJA 1.2264719 +thetao Australia 10m SON 1.5386124 +thetao Australia 10m DJF 1.002996 +thetao Australia 10m year 1.124784 +thetao Australia 100m MAM nan +thetao Australia 100m JJA nan +thetao Australia 100m SON nan +thetao Australia 100m DJF nan +thetao Australia 100m year nan +thetao Australia 1000m MAM nan +thetao Australia 1000m JJA nan +thetao Australia 1000m SON nan +thetao Australia 1000m DJF nan +thetao Australia 1000m year nan +thetao Antarctica 10m MAM 0.7267587 +thetao Antarctica 10m JJA 0.020519853 +thetao Antarctica 10m SON 0.004841566 +thetao Antarctica 10m DJF 0.58491445 +thetao Antarctica 10m year 0.33183786 +thetao Antarctica 100m MAM 0.55966806 +thetao Antarctica 100m JJA 0.852818 +thetao Antarctica 100m SON 0.6409123 +thetao Antarctica 100m DJF 0.530239 +thetao Antarctica 100m year 0.64589405 +thetao Antarctica 1000m MAM nan +thetao Antarctica 1000m JJA nan +thetao Antarctica 1000m SON nan +thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 0.7710082 thetao glob 10m JJA 0.77123 thetao glob 10m SON 0.75768536 thetao glob 10m DJF 0.76384795 -thetao glob 100m MAM 1.005164 +thetao glob 10m year 0.701389 +thetao glob 100m MAM 1.0051641 thetao glob 100m JJA 1.0002276 thetao glob 100m SON 1.026508 thetao glob 100m DJF 0.98167336 +thetao glob 100m year 0.967635 thetao glob 1000m MAM 0.7563617 thetao glob 1000m JJA 0.75779444 -thetao glob 1000m SON 0.7583513 +thetao glob 1000m SON 0.7583514 thetao glob 1000m DJF 0.7607295 -thetao arctic 10m MAM 0.6509093 +thetao glob 1000m year 0.75770134 +thetao arctic 10m MAM 0.65090925 thetao arctic 10m JJA 0.53487164 thetao arctic 10m SON 0.43797335 thetao arctic 10m DJF 0.62666786 +thetao arctic 10m year 0.4188948 thetao arctic 100m MAM 0.66888326 thetao arctic 100m JJA 0.5175784 -thetao arctic 100m SON 0.4469713 -thetao arctic 100m DJF 0.46773967 +thetao arctic 100m SON 0.44697136 +thetao arctic 100m DJF 0.46773973 +thetao arctic 100m year 0.50805336 thetao arctic 1000m MAM 1.3568054 thetao arctic 1000m JJA 1.3771646 thetao arctic 1000m SON 1.3729091 thetao arctic 1000m DJF 1.3529357 +thetao arctic 1000m year 1.3649539 thetao northmid 10m MAM 1.2656615 -thetao northmid 10m JJA 1.2988114 -thetao northmid 10m SON 1.1638743 +thetao northmid 10m JJA 1.2988113 +thetao northmid 10m SON 1.1638741 thetao northmid 10m DJF 1.1603564 +thetao northmid 10m year 1.1476969 thetao northmid 100m MAM 1.2129294 thetao northmid 100m JJA 1.3026396 thetao northmid 100m SON 1.414308 thetao northmid 100m DJF 1.2115883 +thetao northmid 100m year 1.2670729 thetao northmid 1000m MAM 0.86633235 thetao northmid 1000m JJA 0.87893146 -thetao northmid 1000m SON 0.88661057 -thetao northmid 1000m DJF 0.88067096 +thetao northmid 1000m SON 0.8866107 +thetao northmid 1000m DJF 0.880671 +thetao northmid 1000m year 0.8775397 thetao tropics 10m MAM 0.6557773 thetao tropics 10m JJA 0.6621031 thetao tropics 10m SON 0.7189674 thetao tropics 10m DJF 0.64240646 +thetao tropics 10m year 0.63026565 thetao tropics 100m MAM 1.1331311 thetao tropics 100m JJA 1.3039461 thetao tropics 100m SON 1.2991011 thetao tropics 100m DJF 1.1329744 -thetao tropics 1000m MAM 0.6241174 +thetao tropics 100m year 1.1640575 +thetao tropics 1000m MAM 0.62411726 thetao tropics 1000m JJA 0.62141716 thetao tropics 1000m SON 0.6191253 thetao tropics 1000m DJF 0.6253543 +thetao tropics 1000m year 0.62160766 thetao innertropics 10m MAM 0.55438703 thetao innertropics 10m JJA 0.50347275 thetao innertropics 10m SON 0.6350948 thetao innertropics 10m DJF 0.55164796 +thetao innertropics 10m year 0.50761735 thetao innertropics 100m MAM 1.3924614 thetao innertropics 100m JJA 1.7323954 thetao innertropics 100m SON 1.6613579 thetao innertropics 100m DJF 1.376537 -thetao innertropics 1000m MAM 0.5314822 +thetao innertropics 100m year 1.4576541 +thetao innertropics 1000m MAM 0.53148216 thetao innertropics 1000m JJA 0.5271832 thetao innertropics 1000m SON 0.5211318 thetao innertropics 1000m DJF 0.531451 +thetao innertropics 1000m year 0.52657443 thetao nino34 10m MAM 0.24732444 thetao nino34 10m JJA 0.32301712 thetao nino34 10m SON 0.8794753 thetao nino34 10m DJF 0.33349916 +thetao nino34 10m year 0.3948625 thetao nino34 100m MAM 2.2107782 thetao nino34 100m JJA 2.4048035 thetao nino34 100m SON 0.841973 thetao nino34 100m DJF 1.2396683 -thetao nino34 1000m MAM 0.0788264 -thetao nino34 1000m JJA 0.10085476 +thetao nino34 100m year 1.5733997 +thetao nino34 1000m MAM 0.078826405 +thetao nino34 1000m JJA 0.10085477 thetao nino34 1000m SON 0.114356056 -thetao nino34 1000m DJF 0.117432036 +thetao nino34 1000m DJF 0.11743204 +thetao nino34 1000m year 0.09745511 thetao southmid 10m MAM 0.87287533 thetao southmid 10m JJA 0.9267957 thetao southmid 10m SON 0.9664053 thetao southmid 10m DJF 0.9357979 +thetao southmid 10m year 0.8864626 thetao southmid 100m MAM 1.1622473 thetao southmid 100m JJA 0.9522963 thetao southmid 100m SON 1.0264182 thetao southmid 100m DJF 1.2000867 +thetao southmid 100m year 1.0618194 thetao southmid 1000m MAM 0.7166093 thetao southmid 1000m JJA 0.7155593 thetao southmid 1000m SON 0.7140677 thetao southmid 1000m DJF 0.7238775 +thetao southmid 1000m year 0.71688664 thetao antarctic 10m MAM 0.4541754 thetao antarctic 10m JJA 0.45771518 thetao antarctic 10m SON 0.3600345 thetao antarctic 10m DJF 0.44063333 +thetao antarctic 10m year 0.3288249 thetao antarctic 100m MAM 0.3988263 thetao antarctic 100m JJA 0.3252532 thetao antarctic 100m SON 0.398559 thetao antarctic 100m DJF 0.3453663 +thetao antarctic 100m year 0.31570384 thetao antarctic 1000m MAM 0.6757492 thetao antarctic 1000m JJA 0.6642637 thetao antarctic 1000m SON 0.67365813 thetao antarctic 1000m DJF 0.67795 +thetao antarctic 1000m year 0.67277455 +so Atlantic_Basin 10m MAM 0.5188522 +so Atlantic_Basin 10m JJA 0.61531967 +so Atlantic_Basin 10m SON 0.5989768 +so Atlantic_Basin 10m DJF 0.54616505 +so Atlantic_Basin 10m year 0.5548925 +so Atlantic_Basin 100m MAM 0.40035075 +so Atlantic_Basin 100m JJA 0.37675503 +so Atlantic_Basin 100m SON 0.375459 +so Atlantic_Basin 100m DJF 0.38961574 +so Atlantic_Basin 100m year 0.3820229 +so Atlantic_Basin 1000m MAM 0.2679866 +so Atlantic_Basin 1000m JJA 0.26788047 +so Atlantic_Basin 1000m SON 0.26905286 +so Atlantic_Basin 1000m DJF 0.26847 +so Atlantic_Basin 1000m year 0.26830432 +so Pacific_Basin 10m MAM 0.5435752 +so Pacific_Basin 10m JJA 0.54180044 +so Pacific_Basin 10m SON 0.53807294 +so Pacific_Basin 10m DJF 0.544971 +so Pacific_Basin 10m year 0.53801084 +so Pacific_Basin 100m MAM 0.5109627 +so Pacific_Basin 100m JJA 0.5099694 +so Pacific_Basin 100m SON 0.511519 +so Pacific_Basin 100m DJF 0.5098625 +so Pacific_Basin 100m year 0.5096136 +so Pacific_Basin 1000m MAM 0.102850646 +so Pacific_Basin 1000m JJA 0.10257473 +so Pacific_Basin 1000m SON 0.10287814 +so Pacific_Basin 1000m DJF 0.10287143 +so Pacific_Basin 1000m year 0.10276623 +so Indian_Basin 10m MAM 0.74370646 +so Indian_Basin 10m JJA 0.7785627 +so Indian_Basin 10m SON 0.78187996 +so Indian_Basin 10m DJF 0.7534154 +so Indian_Basin 10m year 0.7603321 +so Indian_Basin 100m MAM 0.66079515 +so Indian_Basin 100m JJA 0.65631354 +so Indian_Basin 100m SON 0.6560573 +so Indian_Basin 100m DJF 0.66003424 +so Indian_Basin 100m year 0.6560024 +so Indian_Basin 1000m MAM 0.20228428 +so Indian_Basin 1000m JJA 0.20562354 +so Indian_Basin 1000m SON 0.20551941 +so Indian_Basin 1000m DJF 0.20566668 +so Indian_Basin 1000m year 0.20477346 +so Arctic_Basin 10m MAM 1.2654946 +so Arctic_Basin 10m JJA 1.2555732 +so Arctic_Basin 10m SON 1.1116894 +so Arctic_Basin 10m DJF 1.2990211 +so Arctic_Basin 10m year 1.1355147 +so Arctic_Basin 100m MAM 0.79932517 +so Arctic_Basin 100m JJA 0.7384249 +so Arctic_Basin 100m SON 0.75843036 +so Arctic_Basin 100m DJF 0.72824645 +so Arctic_Basin 100m year 0.75468 +so Arctic_Basin 1000m MAM 0.104852684 +so Arctic_Basin 1000m JJA 0.11076805 +so Arctic_Basin 1000m SON 0.11098823 +so Arctic_Basin 1000m DJF 0.10122602 +so Arctic_Basin 1000m year 0.10695865 +so Southern_Ocean_Basin 10m MAM 0.39476696 +so Southern_Ocean_Basin 10m JJA 0.34779653 +so Southern_Ocean_Basin 10m SON 0.3223114 +so Southern_Ocean_Basin 10m DJF 0.38764435 +so Southern_Ocean_Basin 10m year 0.35811076 +so Southern_Ocean_Basin 100m MAM 0.35431468 +so Southern_Ocean_Basin 100m JJA 0.3886236 +so Southern_Ocean_Basin 100m SON 0.39035457 +so Southern_Ocean_Basin 100m DJF 0.3682033 +so Southern_Ocean_Basin 100m year 0.37470776 +so Southern_Ocean_Basin 1000m MAM 0.100376666 +so Southern_Ocean_Basin 1000m JJA 0.10032562 +so Southern_Ocean_Basin 1000m SON 0.10090334 +so Southern_Ocean_Basin 1000m DJF 0.10113011 +so Southern_Ocean_Basin 1000m year 0.10048064 +so Mediterranean_Basin 10m MAM 2.5197184 +so Mediterranean_Basin 10m JJA 2.436776 +so Mediterranean_Basin 10m SON 2.449115 +so Mediterranean_Basin 10m DJF 2.613886 +so Mediterranean_Basin 10m year 2.5048738 +so Mediterranean_Basin 100m MAM 2.6913965 +so Mediterranean_Basin 100m JJA 2.7125425 +so Mediterranean_Basin 100m SON 2.7140517 +so Mediterranean_Basin 100m DJF 2.7139025 +so Mediterranean_Basin 100m year 2.7079732 +so Mediterranean_Basin 1000m MAM 2.8583865 +so Mediterranean_Basin 1000m JJA 2.8508804 +so Mediterranean_Basin 1000m SON 2.8604271 +so Mediterranean_Basin 1000m DJF 2.8641453 +so Mediterranean_Basin 1000m year 2.8584602 +so Asia 10m MAM 12.107307 +so Asia 10m JJA 12.460695 +so Asia 10m SON 12.062124 +so Asia 10m DJF 11.846572 +so Asia 10m year 12.119175 +so Asia 100m MAM 0.5966511 +so Asia 100m JJA 0.64307404 +so Asia 100m SON 0.60349464 +so Asia 100m DJF 0.5501137 +so Asia 100m year 0.59833336 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 1.756506 +so North_America 10m JJA 1.9230287 +so North_America 10m SON 1.9370086 +so North_America 10m DJF 1.9614072 +so North_America 10m year 1.8800168 +so North_America 100m MAM 0.14736302 +so North_America 100m JJA 0.18211873 +so North_America 100m SON 0.19687016 +so North_America 100m DJF 0.12605667 +so North_America 100m year 0.15094249 +so North_America 1000m MAM nan +so North_America 1000m JJA nan +so North_America 1000m SON nan +so North_America 1000m DJF nan +so North_America 1000m year nan +so Europe 10m MAM 11.255903 +so Europe 10m JJA 12.038501 +so Europe 10m SON 11.932278 +so Europe 10m DJF 11.249485 +so Europe 10m year 11.6190405 +so Europe 100m MAM 2.3774338 +so Europe 100m JJA 2.359562 +so Europe 100m SON 2.3041553 +so Europe 100m DJF 2.387539 +so Europe 100m year 2.357174 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 0.38736916 +so South_America 10m JJA 0.42766762 +so South_America 10m SON 0.2568264 +so South_America 10m DJF 0.01614952 +so South_America 10m year 0.26392937 +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 0.9263401 +so Australia 10m JJA 0.9001732 +so Australia 10m SON 0.9389801 +so Australia 10m DJF 0.9476452 +so Australia 10m year 0.9282856 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.64266205 +so Antarctica 10m JJA 0.4325676 +so Antarctica 10m SON 0.4964981 +so Antarctica 10m DJF 0.8497429 +so Antarctica 10m year 0.60536957 +so Antarctica 100m MAM 0.09241867 +so Antarctica 100m JJA 0.028419495 +so Antarctica 100m SON 0.07283783 +so Antarctica 100m DJF 0.002632141 +so Antarctica 100m year 0.0028686523 +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.6375139 so glob 10m JJA 0.64417154 -so glob 10m SON 0.61637235 +so glob 10m SON 0.6163723 so glob 10m DJF 0.6458602 +so glob 10m year 0.6190375 so glob 100m MAM 0.5012747 so glob 100m JJA 0.5000971 -so glob 100m SON 0.5027977 +so glob 100m SON 0.50279766 so glob 100m DJF 0.49570134 +so glob 100m year 0.49844724 so glob 1000m MAM 0.14832 so glob 1000m JJA 0.14902805 -so glob 1000m SON 0.14951372 +so glob 1000m SON 0.14951374 so glob 1000m DJF 0.14869842 +so glob 1000m year 0.14881386 so arctic 10m MAM 1.1669173 so arctic 10m JJA 1.2060105 so arctic 10m SON 1.0757267 so arctic 10m DJF 1.214292 +so arctic 10m year 1.0845803 so arctic 100m MAM 0.7153115 so arctic 100m JJA 0.6614281 so arctic 100m SON 0.6734839 so arctic 100m DJF 0.6536861 +so arctic 100m year 0.673329 so arctic 1000m MAM 0.12322911 so arctic 1000m JJA 0.1288859 -so arctic 1000m SON 0.1293403 -so arctic 1000m DJF 0.11987871 +so arctic 1000m SON 0.12934029 +so arctic 1000m DJF 0.1198787 +so arctic 1000m year 0.12533338 so northmid 10m MAM 0.89071 -so northmid 10m JJA 0.92115694 +so northmid 10m JJA 0.921157 so northmid 10m SON 0.8958429 -so northmid 10m DJF 0.8927705 +so northmid 10m DJF 0.89277065 +so northmid 10m year 0.89525646 so northmid 100m MAM 0.5888761 so northmid 100m JJA 0.5742995 so northmid 100m SON 0.57157737 so northmid 100m DJF 0.6089134 +so northmid 100m year 0.58442986 so northmid 1000m MAM 0.20347978 so northmid 1000m JJA 0.20371157 so northmid 1000m SON 0.20492436 so northmid 1000m DJF 0.20330001 +so northmid 1000m year 0.20375524 so tropics 10m MAM 0.55616254 so tropics 10m JJA 0.57584596 so tropics 10m SON 0.5790483 so tropics 10m DJF 0.56328946 +so tropics 10m year 0.5607418 so tropics 100m MAM 0.49577495 so tropics 100m JJA 0.4966287 so tropics 100m SON 0.49566907 so tropics 100m DJF 0.4883825 +so tropics 100m year 0.49211356 so tropics 1000m MAM 0.17193808 -so tropics 1000m JJA 0.17251582 +so tropics 1000m JJA 0.17251581 so tropics 1000m SON 0.17272833 so tropics 1000m DJF 0.17284256 +so tropics 1000m year 0.17250237 so innertropics 10m MAM 0.6124111 so innertropics 10m JJA 0.63889086 so innertropics 10m SON 0.6241365 so innertropics 10m DJF 0.61818016 -so innertropics 100m MAM 0.53040576 +so innertropics 10m year 0.6124877 +so innertropics 100m MAM 0.5304057 so innertropics 100m JJA 0.53666437 so innertropics 100m SON 0.5327853 -so innertropics 100m DJF 0.51706123 +so innertropics 100m DJF 0.5170613 +so innertropics 100m year 0.527307 so innertropics 1000m MAM 0.16482854 so innertropics 1000m JJA 0.16541478 so innertropics 1000m SON 0.16496374 -so innertropics 1000m DJF 0.16472173 +so innertropics 1000m DJF 0.16472174 +so innertropics 1000m year 0.1649822 so nino34 10m MAM 0.41134974 so nino34 10m JJA 0.44575006 so nino34 10m SON 0.43250802 so nino34 10m DJF 0.40451854 +so nino34 10m year 0.42353168 so nino34 100m MAM 0.48118946 so nino34 100m JJA 0.51131475 so nino34 100m SON 0.5447962 so nino34 100m DJF 0.50468904 +so nino34 100m year 0.5104323 so nino34 1000m MAM 0.12516908 so nino34 1000m JJA 0.12623638 so nino34 1000m SON 0.122457124 so nino34 1000m DJF 0.12351122 +so nino34 1000m year 0.12434324 so southmid 10m MAM 0.4321043 so southmid 10m JJA 0.44201055 so southmid 10m SON 0.43771064 so southmid 10m DJF 0.42497483 +so southmid 10m year 0.43295956 so southmid 100m MAM 0.44755635 so southmid 100m JJA 0.44945955 so southmid 100m SON 0.45573568 so southmid 100m DJF 0.45056033 +so southmid 100m year 0.45054054 so southmid 1000m MAM 0.10547598 so southmid 1000m JJA 0.10509908 so southmid 1000m SON 0.10490256 so southmid 1000m DJF 0.10536478 +so southmid 1000m year 0.10496954 so antarctic 10m MAM 0.39930677 so antarctic 10m JJA 0.25093055 so antarctic 10m SON 0.18776204 so antarctic 10m DJF 0.39889714 +so antarctic 10m year 0.29517514 so antarctic 100m MAM 0.26525322 so antarctic 100m JJA 0.3318924 so antarctic 100m SON 0.33600274 so antarctic 100m DJF 0.29300168 +so antarctic 100m year 0.30462807 so antarctic 1000m MAM 0.12172252 so antarctic 1000m JJA 0.121855624 so antarctic 1000m SON 0.12355906 so antarctic 1000m DJF 0.124758564 +so antarctic 1000m year 0.12297404 diff --git a/eval/NCEP2/GFDL-CM4.csv b/eval/NCEP2/GFDL-CM4.csv new file mode 100644 index 0000000..baa74cf --- /dev/null +++ b/eval/NCEP2/GFDL-CM4.csv @@ -0,0 +1,1871 @@ +Variable Region Level Season AbsMeanError +siconc Atlantic_Basin surface MAM 17.827444603061828 +siconc Atlantic_Basin surface JJA 15.828937121456198 +siconc Atlantic_Basin surface SON 13.748839949609986 +siconc Atlantic_Basin surface DJF 18.44645118637481 +siconc Atlantic_Basin surface year 14.668065967163477 +siconc Pacific_Basin surface MAM 8.640556132898325 +siconc Pacific_Basin surface JJA 2.486582718942701 +siconc Pacific_Basin surface SON 4.554921118566959 +siconc Pacific_Basin surface DJF 10.659771217910349 +siconc Pacific_Basin surface year 8.902519685516728 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 3.253176969376458 +siconc Arctic_Basin surface JJA 8.542004178608288 +siconc Arctic_Basin surface SON 5.3556926137432725 +siconc Arctic_Basin surface DJF 4.886401282670914 +siconc Arctic_Basin surface year 3.7982570436083214 +siconc Southern_Ocean_Basin surface MAM 21.32401937633747 +siconc Southern_Ocean_Basin surface JJA 7.009896506995615 +siconc Southern_Ocean_Basin surface SON 10.026566341130003 +siconc Southern_Ocean_Basin surface DJF 15.523903788837423 +siconc Southern_Ocean_Basin surface year 9.790836473908618 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 3.4924198913574287 +siconc Asia surface JJA 15.350578918457032 +siconc Asia surface SON 8.072432174682614 +siconc Asia surface DJF 2.379022521972651 +siconc Asia surface year 5.951829223632814 +siconc North_America surface MAM 6.6480180358886685 +siconc North_America surface JJA 26.73725601196289 +siconc North_America surface SON 15.53149688720703 +siconc North_America surface DJF 5.1822720336914045 +siconc North_America surface year 12.226304168701176 +siconc Europe surface MAM nan +siconc Europe surface JJA nan +siconc Europe surface SON nan +siconc Europe surface DJF nan +siconc Europe surface year nan +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM nan +siconc Antarctica surface JJA nan +siconc Antarctica surface SON nan +siconc Antarctica surface DJF nan +siconc Antarctica surface year nan +siconc glob surface MAM 11.705799038759418 +siconc glob surface JJA 8.41962786068594 +siconc glob surface SON 8.20879266122111 +siconc glob surface DJF 10.811150218571408 +siconc glob surface year 7.805605469301143 +siconc arctic surface MAM 5.881084939170424 +siconc arctic surface JJA 9.566415125981024 +siconc arctic surface SON 6.617080827178582 +siconc arctic surface DJF 7.458371354820995 +siconc arctic surface year 5.804257645946507 +siconc northmid surface MAM 9.453398729838707 +siconc northmid surface JJA 7.786411189148241 +siconc northmid surface SON 5.263090031391586 +siconc northmid surface DJF 10.147167223904516 +siconc northmid surface year 9.359384966471454 +siconc tropics surface MAM nan +siconc tropics surface JJA nan +siconc tropics surface SON nan +siconc tropics surface DJF nan +siconc tropics surface year nan +siconc innertropics surface MAM nan +siconc innertropics surface JJA nan +siconc innertropics surface SON nan +siconc innertropics surface DJF nan +siconc innertropics surface year nan +siconc nino34 surface MAM nan +siconc nino34 surface JJA nan +siconc nino34 surface SON nan +siconc nino34 surface DJF nan +siconc nino34 surface year nan +siconc southmid surface MAM 5.003517057068691 +siconc southmid surface JJA 5.984365259230155 +siconc southmid surface SON 14.624371060606977 +siconc southmid surface DJF 3.8353286307919165 +siconc southmid surface year 4.823173591178669 +siconc antarctic surface MAM 22.580103350776923 +siconc antarctic surface JJA 6.881961378130112 +siconc antarctic surface SON 8.434326687591266 +siconc antarctic surface DJF 17.467544851238006 +siconc antarctic surface year 11.513726672069492 +tas Atlantic_Basin surface MAM 1.5449644 +tas Atlantic_Basin surface JJA 1.0980889 +tas Atlantic_Basin surface SON 1.1669767 +tas Atlantic_Basin surface DJF 1.8765665 +tas Atlantic_Basin surface year 1.3578651 +tas Pacific_Basin surface MAM 0.82279915 +tas Pacific_Basin surface JJA 0.88595885 +tas Pacific_Basin surface SON 0.9823997 +tas Pacific_Basin surface DJF 0.9239147 +tas Pacific_Basin surface year 0.8519872 +tas Indian_Basin surface MAM 0.6024795 +tas Indian_Basin surface JJA 0.96009856 +tas Indian_Basin surface SON 0.87145704 +tas Indian_Basin surface DJF 0.8145973 +tas Indian_Basin surface year 0.7660486 +tas Arctic_Basin surface MAM 3.9382648 +tas Arctic_Basin surface JJA 1.1967179 +tas Arctic_Basin surface SON 2.343741 +tas Arctic_Basin surface DJF 6.1421456 +tas Arctic_Basin surface year 3.364266 +tas Southern_Ocean_Basin surface MAM 1.0936091 +tas Southern_Ocean_Basin surface JJA 1.19136 +tas Southern_Ocean_Basin surface SON 1.1025764 +tas Southern_Ocean_Basin surface DJF 0.61986053 +tas Southern_Ocean_Basin surface year 0.7420418 +tas Mediterranean_Basin surface MAM 1.285298 +tas Mediterranean_Basin surface JJA 0.4551283 +tas Mediterranean_Basin surface SON 1.4190685 +tas Mediterranean_Basin surface DJF 2.1218774 +tas Mediterranean_Basin surface year 1.2686845 +tas Asia surface MAM 2.5892398 +tas Asia surface JJA 2.2380815 +tas Asia surface SON 1.5695019 +tas Asia surface DJF 2.171982 +tas Asia surface year 1.8271319 +tas North_America surface MAM 1.891106 +tas North_America surface JJA 1.8656552 +tas North_America surface SON 1.5011249 +tas North_America surface DJF 1.7960069 +tas North_America surface year 1.4107589 +tas Europe surface MAM 2.443559 +tas Europe surface JJA 1.5542055 +tas Europe surface SON 1.027335 +tas Europe surface DJF 2.7580464 +tas Europe surface year 1.8586468 +tas Africa surface MAM 1.8419288 +tas Africa surface JJA 1.4338892 +tas Africa surface SON 1.5390942 +tas Africa surface DJF 2.2955086 +tas Africa surface year 1.6797464 +tas South_America surface MAM 1.8007922 +tas South_America surface JJA 2.1834302 +tas South_America surface SON 1.7197634 +tas South_America surface DJF 1.6879288 +tas South_America surface year 1.7033957 +tas Oceania surface MAM 1.2536038 +tas Oceania surface JJA 1.2900363 +tas Oceania surface SON 1.2405229 +tas Oceania surface DJF 1.2356734 +tas Oceania surface year 1.2082158 +tas Australia surface MAM 1.1850773 +tas Australia surface JJA 1.4670194 +tas Australia surface SON 0.72556674 +tas Australia surface DJF 0.5627572 +tas Australia surface year 0.85401404 +tas Antarctica surface MAM 2.3278563 +tas Antarctica surface JJA 3.5451624 +tas Antarctica surface SON 3.0443792 +tas Antarctica surface DJF 1.5529634 +tas Antarctica surface year 2.4465177 +tas glob surface MAM 1.632971 +tas glob surface JJA 1.4531554 +tas glob surface SON 1.4180045 +tas glob surface DJF 1.7195371 +tas glob surface year 1.4071251 +tas arctic surface MAM 3.3708396 +tas arctic surface JJA 1.614514 +tas arctic surface SON 1.886439 +tas arctic surface DJF 4.684875 +tas arctic surface year 2.717698 +tas northmid surface MAM 1.7270418 +tas northmid surface JJA 1.3911978 +tas northmid surface SON 1.4102886 +tas northmid surface DJF 1.6071215 +tas northmid surface year 1.3841544 +tas tropics surface MAM 0.9926503 +tas tropics surface JJA 1.060791 +tas tropics surface SON 1.0097548 +tas tropics surface DJF 1.1550143 +tas tropics surface year 0.97371334 +tas innertropics surface MAM 0.67706317 +tas innertropics surface JJA 0.96003556 +tas innertropics surface SON 0.83624446 +tas innertropics surface DJF 0.86280334 +tas innertropics surface year 0.7460997 +tas nino34 surface MAM 0.55923134 +tas nino34 surface JJA 0.84004974 +tas nino34 surface SON 1.4806516 +tas nino34 surface DJF 0.4330841 +tas nino34 surface year 0.7982961 +tas southmid surface MAM 0.766961 +tas southmid surface JJA 0.96462727 +tas southmid surface SON 0.939261 +tas southmid surface DJF 0.7300019 +tas southmid surface year 0.80903417 +tas antarctic surface MAM 2.0482478 +tas antarctic surface JJA 2.6775143 +tas antarctic surface SON 2.3223503 +tas antarctic surface DJF 1.0994891 +tas antarctic surface year 1.6596539 +clt Atlantic_Basin surface MAM 8.656821 +clt Atlantic_Basin surface JJA 9.162704 +clt Atlantic_Basin surface SON 7.277403 +clt Atlantic_Basin surface DJF 10.701855 +clt Atlantic_Basin surface year 7.8087325 +clt Pacific_Basin surface MAM 7.4650555 +clt Pacific_Basin surface JJA 8.072492 +clt Pacific_Basin surface SON 6.902042 +clt Pacific_Basin surface DJF 7.2994103 +clt Pacific_Basin surface year 6.205543 +clt Indian_Basin surface MAM 7.6588063 +clt Indian_Basin surface JJA 10.962669 +clt Indian_Basin surface SON 9.267183 +clt Indian_Basin surface DJF 9.16813 +clt Indian_Basin surface year 7.9051337 +clt Arctic_Basin surface MAM 29.22007 +clt Arctic_Basin surface JJA 17.062628 +clt Arctic_Basin surface SON 23.424448 +clt Arctic_Basin surface DJF 30.834501 +clt Arctic_Basin surface year 25.126944 +clt Southern_Ocean_Basin surface MAM 7.4467635 +clt Southern_Ocean_Basin surface JJA 10.317232 +clt Southern_Ocean_Basin surface SON 7.082286 +clt Southern_Ocean_Basin surface DJF 5.207836 +clt Southern_Ocean_Basin surface year 6.6575336 +clt Mediterranean_Basin surface MAM 2.9023664 +clt Mediterranean_Basin surface JJA 3.439948 +clt Mediterranean_Basin surface SON 2.3224185 +clt Mediterranean_Basin surface DJF 4.9356856 +clt Mediterranean_Basin surface year 2.488849 +clt Asia surface MAM 9.9653425 +clt Asia surface JJA 9.289098 +clt Asia surface SON 9.06954 +clt Asia surface DJF 15.022193 +clt Asia surface year 9.302883 +clt North_America surface MAM 14.657235 +clt North_America surface JJA 12.596072 +clt North_America surface SON 11.908915 +clt North_America surface DJF 16.84993 +clt North_America surface year 13.321309 +clt Europe surface MAM 7.0388803 +clt Europe surface JJA 6.0875106 +clt Europe surface SON 5.4828987 +clt Europe surface DJF 9.978647 +clt Europe surface year 6.8752866 +clt Africa surface MAM 14.975425 +clt Africa surface JJA 9.20274 +clt Africa surface SON 11.413197 +clt Africa surface DJF 9.839034 +clt Africa surface year 10.271126 +clt South_America surface MAM 9.072713 +clt South_America surface JJA 11.585578 +clt South_America surface SON 9.684863 +clt South_America surface DJF 8.334544 +clt South_America surface year 8.170862 +clt Oceania surface MAM 5.8801937 +clt Oceania surface JJA 7.3328323 +clt Oceania surface SON 5.196406 +clt Oceania surface DJF 3.378145 +clt Oceania surface year 5.1048245 +clt Australia surface MAM 3.7532535 +clt Australia surface JJA 6.3111424 +clt Australia surface SON 5.222958 +clt Australia surface DJF 4.2291594 +clt Australia surface year 3.7220933 +clt Antarctica surface MAM 48.638027 +clt Antarctica surface JJA 45.029163 +clt Antarctica surface SON 37.74246 +clt Antarctica surface DJF 31.436615 +clt Antarctica surface year 40.237213 +clt glob surface MAM 13.6185465 +clt glob surface JJA 12.942235 +clt glob surface SON 11.5852995 +clt glob surface DJF 12.716892 +clt glob surface year 11.740872 +clt arctic surface MAM 23.10253 +clt arctic surface JJA 14.825894 +clt arctic surface SON 18.689579 +clt arctic surface DJF 26.835472 +clt arctic surface year 20.777006 +clt northmid surface MAM 6.0880804 +clt northmid surface JJA 6.693071 +clt northmid surface SON 5.1720333 +clt northmid surface DJF 7.255822 +clt northmid surface year 5.075571 +clt tropics surface MAM 8.815566 +clt tropics surface JJA 9.650424 +clt tropics surface SON 8.031955 +clt tropics surface DJF 8.634944 +clt tropics surface year 7.198878 +clt innertropics surface MAM 8.265219 +clt innertropics surface JJA 8.271892 +clt innertropics surface SON 7.308684 +clt innertropics surface DJF 8.292354 +clt innertropics surface year 6.411327 +clt nino34 surface MAM 9.045395 +clt nino34 surface JJA 4.091386 +clt nino34 surface SON 7.8696594 +clt nino34 surface DJF 6.6063476 +clt nino34 surface year 5.634903 +clt southmid surface MAM 7.182816 +clt southmid surface JJA 6.5507503 +clt southmid surface SON 7.6963716 +clt southmid surface DJF 7.0336094 +clt southmid surface year 6.9685082 +clt antarctic surface MAM 29.983234 +clt antarctic surface JJA 31.742905 +clt antarctic surface SON 23.39106 +clt antarctic surface DJF 19.202618 +clt antarctic surface year 24.985651 +pr Atlantic_Basin surface MAM 6.6780644e-06 +pr Atlantic_Basin surface JJA 7.228131e-06 +pr Atlantic_Basin surface SON 6.583312e-06 +pr Atlantic_Basin surface DJF 9.335118e-06 +pr Atlantic_Basin surface year 5.8901596e-06 +pr Pacific_Basin surface MAM 1.07343285e-05 +pr Pacific_Basin surface JJA 1.21387075e-05 +pr Pacific_Basin surface SON 1.0402348e-05 +pr Pacific_Basin surface DJF 1.131584e-05 +pr Pacific_Basin surface year 8.982083e-06 +pr Indian_Basin surface MAM 9.7224165e-06 +pr Indian_Basin surface JJA 1.2729766e-05 +pr Indian_Basin surface SON 9.631041e-06 +pr Indian_Basin surface DJF 1.2439462e-05 +pr Indian_Basin surface year 8.257885e-06 +pr Arctic_Basin surface MAM 2.1173023e-06 +pr Arctic_Basin surface JJA 2.2533684e-06 +pr Arctic_Basin surface SON 1.7223986e-06 +pr Arctic_Basin surface DJF 1.569893e-06 +pr Arctic_Basin surface year 1.5405216e-06 +pr Southern_Ocean_Basin surface MAM 5.438588e-06 +pr Southern_Ocean_Basin surface JJA 5.625729e-06 +pr Southern_Ocean_Basin surface SON 4.434677e-06 +pr Southern_Ocean_Basin surface DJF 3.5990329e-06 +pr Southern_Ocean_Basin surface year 4.07391e-06 +pr Mediterranean_Basin surface MAM 2.8965162e-06 +pr Mediterranean_Basin surface JJA 2.1031613e-06 +pr Mediterranean_Basin surface SON 3.9002925e-06 +pr Mediterranean_Basin surface DJF 4.043773e-06 +pr Mediterranean_Basin surface year 2.750387e-06 +pr Asia surface MAM 6.2245185e-06 +pr Asia surface JJA 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0.6690015 +thetao innertropics 10m year 0.6479782 +thetao innertropics 100m MAM 1.5487801 +thetao innertropics 100m JJA 1.6805826 +thetao innertropics 100m SON 1.8457704 +thetao innertropics 100m DJF 1.7060825 +thetao innertropics 100m year 1.6385767 +thetao innertropics 1000m MAM 0.52157557 +thetao innertropics 1000m JJA 0.52233297 +thetao innertropics 1000m SON 0.52127236 +thetao innertropics 1000m DJF 0.51639867 +thetao innertropics 1000m year 0.5200142 +thetao nino34 10m MAM 0.6711768 +thetao nino34 10m JJA 0.9458054 +thetao nino34 10m SON 1.4819843 +thetao nino34 10m DJF 0.5589139 +thetao nino34 10m year 0.90973604 +thetao nino34 100m MAM 2.0330136 +thetao nino34 100m JJA 2.2691138 +thetao nino34 100m SON 3.6075842 +thetao nino34 100m DJF 2.3325562 +thetao nino34 100m year 2.5580516 +thetao nino34 1000m MAM 0.39708468 +thetao nino34 1000m JJA 0.39803088 +thetao nino34 1000m SON 0.4156304 +thetao nino34 1000m DJF 0.3437678 +thetao nino34 1000m year 0.38862813 +thetao southmid 10m MAM 0.8248581 +thetao southmid 10m JJA 0.99460685 +thetao southmid 10m SON 0.9619397 +thetao southmid 10m DJF 0.75172913 +thetao southmid 10m year 0.8533352 +thetao southmid 100m MAM 1.1028708 +thetao southmid 100m JJA 0.9578225 +thetao southmid 100m SON 1.0001987 +thetao southmid 100m DJF 1.0950359 +thetao southmid 100m year 1.0228132 +thetao southmid 1000m MAM 0.36348805 +thetao southmid 1000m JJA 0.35805792 +thetao southmid 1000m SON 0.36159977 +thetao southmid 1000m DJF 0.3603324 +thetao southmid 1000m year 0.3576105 +thetao antarctic 10m MAM 0.44450712 +thetao antarctic 10m JJA 0.40776068 +thetao antarctic 10m SON 0.35428742 +thetao antarctic 10m DJF 0.6834718 +thetao antarctic 10m year 0.25404996 +thetao antarctic 100m MAM 0.46121213 +thetao antarctic 100m JJA 0.42265183 +thetao antarctic 100m SON 0.38938913 +thetao antarctic 100m DJF 0.4017135 +thetao antarctic 100m year 0.39502093 +thetao antarctic 1000m MAM 0.33562475 +thetao antarctic 1000m JJA 0.32762536 +thetao antarctic 1000m SON 0.3312561 +thetao antarctic 1000m DJF 0.3363019 +thetao antarctic 1000m year 0.3322356 +so Atlantic_Basin 10m MAM 0.61724377 +so Atlantic_Basin 10m JJA 0.63991904 +so Atlantic_Basin 10m SON 0.5916875 +so Atlantic_Basin 10m DJF 0.5880915 +so Atlantic_Basin 10m year 0.59475076 +so Atlantic_Basin 100m MAM 0.393444 +so Atlantic_Basin 100m JJA 0.39175427 +so Atlantic_Basin 100m SON 0.39155266 +so Atlantic_Basin 100m DJF 0.39682433 +so Atlantic_Basin 100m year 0.39127195 +so Atlantic_Basin 1000m MAM 0.18918152 +so Atlantic_Basin 1000m JJA 0.18859126 +so Atlantic_Basin 1000m SON 0.18766315 +so Atlantic_Basin 1000m DJF 0.1875944 +so Atlantic_Basin 1000m year 0.18809849 +so Pacific_Basin 10m MAM 0.2635286 +so Pacific_Basin 10m JJA 0.25739878 +so Pacific_Basin 10m SON 0.24502866 +so Pacific_Basin 10m DJF 0.23982069 +so Pacific_Basin 10m year 0.23979388 +so Pacific_Basin 100m MAM 0.17113383 +so Pacific_Basin 100m JJA 0.1675267 +so Pacific_Basin 100m SON 0.16953117 +so Pacific_Basin 100m DJF 0.17034793 +so Pacific_Basin 100m year 0.16693488 +so Pacific_Basin 1000m MAM 0.08506471 +so Pacific_Basin 1000m JJA 0.08487854 +so Pacific_Basin 1000m SON 0.08518797 +so Pacific_Basin 1000m DJF 0.085286565 +so Pacific_Basin 1000m year 0.08507009 +so Indian_Basin 10m MAM 0.3474207 +so Indian_Basin 10m JJA 0.3225 +so Indian_Basin 10m SON 0.33799762 +so Indian_Basin 10m DJF 0.35031053 +so Indian_Basin 10m year 0.33095992 +so Indian_Basin 100m MAM 0.25464994 +so Indian_Basin 100m JJA 0.2606549 +so Indian_Basin 100m SON 0.27584022 +so Indian_Basin 100m DJF 0.26963967 +so Indian_Basin 100m year 0.26379308 +so Indian_Basin 1000m MAM 0.081801616 +so Indian_Basin 1000m JJA 0.08251304 +so Indian_Basin 1000m SON 0.080792814 +so Indian_Basin 1000m DJF 0.08176677 +so Indian_Basin 1000m year 0.08137939 +so Arctic_Basin 10m MAM 1.7203584 +so Arctic_Basin 10m JJA 1.5436357 +so Arctic_Basin 10m SON 1.5171949 +so Arctic_Basin 10m DJF 1.8167385 +so Arctic_Basin 10m year 1.5925176 +so Arctic_Basin 100m MAM 0.34632573 +so Arctic_Basin 100m JJA 0.3363213 +so Arctic_Basin 100m SON 0.3688923 +so Arctic_Basin 100m DJF 0.35213897 +so Arctic_Basin 100m year 0.34582973 +so Arctic_Basin 1000m MAM 0.012557344 +so Arctic_Basin 1000m JJA 0.011103106 +so Arctic_Basin 1000m SON 0.009295751 +so Arctic_Basin 1000m DJF 0.016183695 +so Arctic_Basin 1000m year 0.011549988 +so Southern_Ocean_Basin 10m MAM 0.13767198 +so Southern_Ocean_Basin 10m JJA 0.13049622 +so Southern_Ocean_Basin 10m SON 0.13453643 +so Southern_Ocean_Basin 10m DJF 0.15073456 +so Southern_Ocean_Basin 10m year 0.12725644 +so Southern_Ocean_Basin 100m MAM 0.10016144 +so Southern_Ocean_Basin 100m JJA 0.10622952 +so Southern_Ocean_Basin 100m SON 0.106507376 +so Southern_Ocean_Basin 100m DJF 0.100951165 +so Southern_Ocean_Basin 100m year 0.100342736 +so Southern_Ocean_Basin 1000m MAM 0.055865977 +so Southern_Ocean_Basin 1000m JJA 0.056334507 +so Southern_Ocean_Basin 1000m SON 0.056280732 +so Southern_Ocean_Basin 1000m DJF 0.055883773 +so Southern_Ocean_Basin 1000m year 0.05582586 +so Mediterranean_Basin 10m MAM 0.77392083 +so Mediterranean_Basin 10m JJA 0.7020932 +so Mediterranean_Basin 10m SON 0.7314602 +so Mediterranean_Basin 10m DJF 0.7757319 +so Mediterranean_Basin 10m year 0.7450128 +so Mediterranean_Basin 100m MAM 0.90978026 +so Mediterranean_Basin 100m JJA 0.91462946 +so Mediterranean_Basin 100m SON 0.94442034 +so Mediterranean_Basin 100m DJF 0.9161797 +so Mediterranean_Basin 100m year 0.92125285 +so Mediterranean_Basin 1000m MAM 0.64511293 +so Mediterranean_Basin 1000m JJA 0.6536648 +so Mediterranean_Basin 1000m SON 0.6447266 +so Mediterranean_Basin 1000m DJF 0.6389606 +so Mediterranean_Basin 1000m year 0.64561594 +so Asia 10m MAM 2.0666943 +so Asia 10m JJA 1.0211058 +so Asia 10m SON 1.9125681 +so Asia 10m DJF 1.7496595 +so Asia 10m year 1.4375391 +so Asia 100m MAM nan +so Asia 100m JJA nan +so Asia 100m SON nan +so Asia 100m DJF nan +so Asia 100m year nan +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 2.014708 +so North_America 10m JJA 2.0511515 +so North_America 10m SON 1.8738142 +so North_America 10m DJF 2.1702042 +so North_America 10m year 1.8573476 +so North_America 100m MAM 0.4992714 +so North_America 100m JJA 0.49062982 +so North_America 100m SON 0.51141614 +so North_America 100m DJF 0.4678332 +so North_America 100m year 0.49228796 +so North_America 1000m MAM nan +so North_America 1000m JJA nan +so North_America 1000m SON nan +so North_America 1000m DJF nan +so North_America 1000m year nan +so Europe 10m MAM 0.9096737 +so Europe 10m JJA 1.1093559 +so Europe 10m SON 0.752408 +so Europe 10m DJF 1.3923016 +so Europe 10m year 0.2890625 +so Europe 100m MAM 0.261837 +so Europe 100m JJA 0.12512207 +so Europe 100m SON 0.23771286 +so Europe 100m DJF 0.49736786 +so Europe 100m year 0.28050995 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM nan +so South_America 10m JJA nan +so South_America 10m SON nan +so South_America 10m DJF nan +so South_America 10m year nan +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM nan +so Australia 10m JJA nan +so Australia 10m SON nan +so Australia 10m DJF nan +so Australia 10m year nan +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM nan +so Antarctica 10m JJA nan +so Antarctica 10m SON nan +so Antarctica 10m DJF nan +so Antarctica 10m year nan +so Antarctica 100m MAM nan +so Antarctica 100m JJA nan +so Antarctica 100m SON nan +so Antarctica 100m DJF nan +so Antarctica 100m year nan +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.47969183 +so glob 10m JJA 0.4566043 +so glob 10m SON 0.44316682 +so glob 10m DJF 0.4814177 +so glob 10m year 0.44802728 +so glob 100m MAM 0.2250036 +so glob 100m JJA 0.22509958 +so glob 100m SON 0.23067614 +so glob 100m DJF 0.22769769 +so glob 100m year 0.2243045 +so glob 1000m MAM 0.09220857 +so glob 1000m JJA 0.0921674 +so glob 1000m SON 0.09171741 +so glob 1000m DJF 0.09227654 +so glob 1000m year 0.09187626 +so arctic 10m MAM 1.5597203 +so arctic 10m JJA 1.4383157 +so arctic 10m SON 1.4079964 +so arctic 10m DJF 1.6573315 +so arctic 10m year 1.4629109 +so arctic 100m MAM 0.39443028 +so arctic 100m JJA 0.38637745 +so arctic 100m SON 0.41527268 +so arctic 100m DJF 0.39944023 +so arctic 100m year 0.39385572 +so arctic 1000m MAM 0.028255574 +so arctic 1000m JJA 0.027318856 +so arctic 1000m SON 0.02579001 +so arctic 1000m DJF 0.030962672 +so arctic 1000m year 0.027447935 +so northmid 10m MAM 0.44758198 +so northmid 10m JJA 0.45816106 +so northmid 10m SON 0.46835744 +so northmid 10m DJF 0.45808625 +so northmid 10m year 0.4505594 +so northmid 100m MAM 0.28239706 +so northmid 100m JJA 0.2822924 +so northmid 100m SON 0.28269 +so northmid 100m DJF 0.27961338 +so northmid 100m year 0.27989313 +so northmid 1000m MAM 0.21136527 +so northmid 1000m JJA 0.21130885 +so northmid 1000m SON 0.21138553 +so northmid 1000m DJF 0.20953774 +so northmid 1000m year 0.21085322 +so tropics 10m MAM 0.36409023 +so tropics 10m JJA 0.35394287 +so tropics 10m SON 0.32356423 +so tropics 10m DJF 0.3175145 +so tropics 10m year 0.32720622 +so tropics 100m MAM 0.23962066 +so tropics 100m JJA 0.24037892 +so tropics 100m SON 0.24412645 +so tropics 100m DJF 0.24509065 +so tropics 100m year 0.23993199 +so tropics 1000m MAM 0.10784473 +so tropics 1000m JJA 0.107528254 +so tropics 1000m SON 0.106463075 +so tropics 1000m DJF 0.10748346 +so tropics 1000m year 0.10726916 +so innertropics 10m MAM 0.42260537 +so innertropics 10m JJA 0.39097968 +so innertropics 10m SON 0.3512959 +so innertropics 10m DJF 0.3446221 +so innertropics 10m year 0.359368 +so innertropics 100m MAM 0.27552414 +so innertropics 100m JJA 0.2712868 +so innertropics 100m SON 0.27533063 +so innertropics 100m DJF 0.27578798 +so innertropics 100m year 0.27184775 +so innertropics 1000m MAM 0.07805707 +so innertropics 1000m JJA 0.07757932 +so innertropics 1000m SON 0.07635993 +so innertropics 1000m DJF 0.07678218 +so innertropics 1000m year 0.07709685 +so nino34 10m MAM 0.24640669 +so nino34 10m JJA 0.27846307 +so nino34 10m SON 0.19968249 +so nino34 10m DJF 0.17950757 +so nino34 10m year 0.22557805 +so nino34 100m MAM 0.15921637 +so nino34 100m JJA 0.16806303 +so nino34 100m SON 0.13290896 +so nino34 100m DJF 0.13067614 +so nino34 100m year 0.13827775 +so nino34 1000m MAM 0.0708595 +so nino34 1000m JJA 0.072571434 +so nino34 1000m SON 0.07013639 +so nino34 1000m DJF 0.07014141 +so nino34 1000m year 0.070927046 +so southmid 10m MAM 0.15851925 +so southmid 10m JJA 0.15404944 +so southmid 10m SON 0.15665002 +so southmid 10m DJF 0.16007152 +so southmid 10m year 0.15395655 +so southmid 100m MAM 0.14378513 +so southmid 100m JJA 0.14335687 +so southmid 100m SON 0.14781956 +so southmid 100m DJF 0.14883035 +so southmid 100m year 0.14333406 +so southmid 1000m MAM 0.06053305 +so southmid 1000m JJA 0.06143711 +so southmid 1000m SON 0.06204091 +so southmid 1000m DJF 0.06153361 +so southmid 1000m year 0.06106364 +so antarctic 10m MAM 0.16589499 +so antarctic 10m JJA 0.14707778 +so antarctic 10m SON 0.14489721 +so antarctic 10m DJF 0.19518131 +so antarctic 10m year 0.13537379 +so antarctic 100m MAM 0.09398441 +so antarctic 100m JJA 0.10475397 +so antarctic 100m SON 0.09688175 +so antarctic 100m DJF 0.08293367 +so antarctic 100m year 0.090889595 +so antarctic 1000m MAM 0.02399252 +so antarctic 1000m JJA 0.02348465 +so antarctic 1000m SON 0.023002198 +so antarctic 1000m DJF 0.022937099 +so antarctic 1000m year 0.022954736 diff --git a/eval/NCEP2/GISS-E2-1-G.csv b/eval/NCEP2/GISS-E2-1-G.csv index e90a9c5..5b8faab 100644 --- a/eval/NCEP2/GISS-E2-1-G.csv +++ b/eval/NCEP2/GISS-E2-1-G.csv @@ -1,577 +1,1871 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 16.608885492066538 -siconc glob surface JJA 15.270196723081725 -siconc glob surface SON 13.57913256900784 -siconc glob surface DJF 15.855885886098296 -siconc arctic surface MAM 12.639487038465983 -siconc arctic surface JJA 18.036567970474984 -siconc arctic surface SON 14.976469266205621 -siconc arctic surface DJF 13.398940057569833 -siconc northmid surface MAM 24.935839085871038 -siconc northmid surface JJA 8.131560726493012 -siconc northmid surface SON 4.527174479628309 -siconc northmid surface DJF 20.379753881729897 -siconc tropics surface MAM nan -siconc tropics surface JJA nan -siconc tropics surface SON nan -siconc tropics surface DJF nan -siconc innertropics surface MAM nan -siconc innertropics surface JJA nan -siconc innertropics surface SON nan -siconc innertropics surface DJF nan -siconc nino34 surface MAM nan -siconc nino34 surface JJA nan -siconc nino34 surface SON nan -siconc nino34 surface DJF nan -siconc southmid surface MAM 4.9994141784952015 -siconc southmid surface JJA 11.315681547376343 -siconc southmid surface SON 12.097611445491761 -siconc southmid surface DJF 6.254213247483993 -siconc antarctic surface MAM 22.078781049198465 -siconc antarctic surface JJA 12.207570201393594 -siconc antarctic surface SON 12.14803333796854 -siconc antarctic surface DJF 20.096612025297738 -tas glob surface MAM 1.9145952 -tas glob surface JJA 2.1712387 -tas glob surface SON 2.1190963 -tas glob surface DJF 2.1831193 -tas arctic surface MAM 3.3050344 -tas arctic surface JJA 2.0610251 -tas arctic surface SON 3.169007 -tas arctic surface DJF 5.62452 -tas northmid surface MAM 1.9980428 -tas northmid surface JJA 2.3215983 -tas northmid surface SON 2.107879 -tas northmid surface DJF 2.6191068 -tas tropics surface MAM 1.2886721 -tas tropics surface JJA 1.4393071 -tas tropics surface SON 1.4420848 -tas tropics surface DJF 1.378513 -tas innertropics surface MAM 0.9982187 -tas innertropics surface JJA 1.3360065 -tas innertropics surface SON 1.3338034 -tas innertropics surface DJF 1.224564 -tas nino34 surface MAM 0.2060224 -tas nino34 surface JJA 0.30884272 -tas nino34 surface SON 0.4825536 -tas nino34 surface DJF 0.8431173 -tas southmid surface MAM 0.7719037 -tas southmid surface JJA 0.8293773 -tas southmid surface SON 0.844667 -tas southmid surface DJF 0.8475944 -tas antarctic surface MAM 2.9549916 -tas antarctic surface JJA 5.0536885 -tas antarctic surface SON 3.8545141 -tas antarctic surface DJF 1.4199166 -clt glob surface MAM 16.076702 -clt glob surface JJA 14.606775 -clt glob surface SON 14.396489 -clt glob surface DJF 15.605545 -clt arctic surface MAM 15.426559 -clt arctic surface JJA 6.8138866 -clt arctic surface SON 11.556392 -clt arctic surface DJF 14.516032 -clt northmid surface MAM 9.8641615 -clt northmid surface JJA 7.869072 -clt northmid surface SON 10.844043 -clt northmid surface DJF 14.632797 -clt tropics surface MAM 13.470942 -clt tropics surface JJA 14.986708 -clt tropics surface SON 14.113566 -clt tropics surface DJF 13.467628 -clt innertropics surface MAM 12.155922 -clt innertropics surface JJA 12.818754 -clt innertropics surface SON 12.656288 -clt innertropics surface DJF 12.126212 -clt nino34 surface MAM 24.064142 -clt nino34 surface JJA 22.20453 -clt nino34 surface SON 25.473976 -clt nino34 surface DJF 22.572613 -clt southmid surface MAM 21.68303 -clt southmid surface JJA 21.64943 -clt southmid surface SON 20.183563 -clt southmid surface DJF 18.35364 -clt antarctic surface MAM 22.838783 -clt antarctic surface JJA 21.510525 -clt antarctic surface SON 15.846286 -clt antarctic surface DJF 19.103252 -pr glob surface MAM 9.545594e-06 -pr glob surface JJA 9.5476025e-06 -pr glob surface SON 8.566674e-06 -pr glob surface DJF 8.349958e-06 -pr arctic surface MAM 3.0942924e-06 -pr arctic surface JJA 3.2170915e-06 -pr arctic surface SON 3.4602201e-06 -pr arctic surface DJF 3.3890583e-06 -pr northmid surface MAM 5.7422235e-06 -pr northmid surface JJA 6.0649377e-06 -pr northmid surface SON 6.6029806e-06 -pr northmid surface DJF 6.9968296e-06 -pr tropics surface MAM 1.9724272e-05 -pr tropics surface JJA 1.8651821e-05 -pr tropics surface SON 1.6425874e-05 -pr tropics surface DJF 1.6653188e-05 -pr innertropics surface MAM 2.7283011e-05 -pr innertropics surface JJA 2.4136645e-05 -pr innertropics surface SON 2.080678e-05 -pr innertropics surface DJF 2.2618728e-05 -pr nino34 surface MAM 2.7051852e-05 -pr nino34 surface JJA 1.2753578e-05 -pr nino34 surface SON 1.4659405e-05 -pr nino34 surface DJF 3.1647178e-05 -pr southmid surface MAM 4.8450775e-06 -pr southmid surface JJA 6.5555714e-06 -pr southmid surface SON 5.683159e-06 -pr southmid surface DJF 3.8587214e-06 -pr antarctic surface MAM 4.2267984e-06 -pr antarctic surface JJA 4.3578834e-06 -pr antarctic surface SON 3.1073541e-06 -pr antarctic surface DJF 2.6837986e-06 -rlut glob surface MAM 8.384033 -rlut glob surface JJA 9.032582 -rlut glob surface SON 7.5453196 -rlut glob surface DJF 6.983044 -rlut arctic surface MAM 8.451867 -rlut arctic surface JJA 9.813423 -rlut arctic surface SON 8.1647215 -rlut arctic surface DJF 6.6284723 -rlut northmid surface MAM 6.6340203 -rlut northmid surface JJA 10.946721 -rlut northmid surface SON 6.564603 -rlut northmid surface DJF 3.8959734 -rlut tropics surface MAM 14.017434 -rlut tropics surface JJA 12.296973 -rlut tropics surface SON 12.229095 -rlut tropics surface DJF 11.581325 -rlut innertropics surface MAM 16.841784 -rlut innertropics surface JJA 13.303678 -rlut innertropics surface SON 13.951796 -rlut innertropics surface DJF 14.652203 -rlut nino34 surface MAM 20.448957 -rlut nino34 surface JJA 18.032404 -rlut nino34 surface SON 18.540401 -rlut nino34 surface DJF 25.056221 -rlut southmid surface MAM 3.3818223 -rlut southmid surface JJA 2.6574779 -rlut 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JJA 27.1919 -zg tropics 500hPa SON 25.002378 -zg tropics 500hPa DJF 20.006954 -zg innertropics 500hPa MAM 19.700983 -zg innertropics 500hPa JJA 23.729872 -zg innertropics 500hPa SON 23.645761 -zg innertropics 500hPa DJF 18.217943 -zg nino34 500hPa MAM 16.462858 -zg nino34 500hPa JJA 21.894987 -zg nino34 500hPa SON 22.514347 -zg nino34 500hPa DJF 11.512187 -zg southmid 500hPa MAM 15.62404 -zg southmid 500hPa JJA 31.436266 -zg southmid 500hPa SON 33.209 -zg southmid 500hPa DJF 18.386381 -zg antarctic 500hPa MAM 20.97651 -zg antarctic 500hPa JJA 17.423641 -zg antarctic 500hPa SON 15.707147 -zg antarctic 500hPa DJF 28.46476 -zos glob surface MAM 0.04037956 -zos glob surface JJA 0.069461405 -zos glob surface SON 0.048530288 -zos glob surface DJF 0.042340137 -zos arctic surface MAM 0.14241333 -zos arctic surface JJA 0.39876243 -zos arctic surface SON 0.20019719 -zos arctic surface DJF 0.15647213 -zos northmid surface MAM 0.040293507 -zos northmid surface JJA 0.037424933 -zos northmid surface 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0.96317554 -thetao northmid 10m MAM 1.7303841 -thetao northmid 10m JJA 2.0722222 -thetao northmid 10m SON 2.0134163 -thetao northmid 10m DJF 1.6342773 -thetao northmid 100m MAM 1.4491308 -thetao northmid 100m JJA 1.5004117 -thetao northmid 100m SON 1.5927275 -thetao northmid 100m DJF 1.5077592 -thetao northmid 1000m MAM 0.9813897 -thetao northmid 1000m JJA 0.98529506 -thetao northmid 1000m SON 0.9821066 -thetao northmid 1000m DJF 0.97794574 -thetao tropics 10m MAM 0.94138855 -thetao tropics 10m JJA 0.9419741 -thetao tropics 10m SON 1.0398343 -thetao tropics 10m DJF 1.049173 -thetao tropics 100m MAM 1.6908672 -thetao tropics 100m JJA 1.6856714 -thetao tropics 100m SON 1.694743 -thetao tropics 100m DJF 1.6923435 -thetao tropics 1000m MAM 0.8173949 -thetao tropics 1000m JJA 0.8204426 -thetao tropics 1000m SON 0.82161033 -thetao tropics 1000m DJF 0.8158037 -thetao innertropics 10m MAM 0.8787315 -thetao innertropics 10m JJA 0.96993786 -thetao innertropics 10m SON 1.1009024 -thetao innertropics 10m DJF 1.1314961 -thetao innertropics 100m MAM 2.2912579 -thetao innertropics 100m JJA 2.234731 -thetao innertropics 100m SON 2.139142 -thetao innertropics 100m DJF 2.1860073 -thetao innertropics 1000m MAM 0.6759772 -thetao innertropics 1000m JJA 0.67833626 -thetao innertropics 1000m SON 0.6817911 -thetao innertropics 1000m DJF 0.6727351 -thetao nino34 10m MAM 0.8079286 -thetao nino34 10m JJA 0.42202726 -thetao nino34 10m SON 0.84823173 -thetao nino34 10m DJF 1.6721686 -thetao nino34 100m MAM 1.808872 -thetao nino34 100m JJA 1.6218452 -thetao nino34 100m SON 0.96597654 -thetao nino34 100m DJF 1.3198898 -thetao nino34 1000m MAM 0.49937466 -thetao nino34 1000m JJA 0.4324454 -thetao nino34 1000m SON 0.45459113 -thetao nino34 1000m DJF 0.4685513 -thetao southmid 10m MAM 1.4037523 -thetao southmid 10m JJA 1.1487069 -thetao southmid 10m SON 1.1002544 -thetao southmid 10m DJF 1.4293405 -thetao southmid 100m MAM 1.2820301 -thetao southmid 100m JJA 1.2763499 -thetao southmid 100m SON 1.1727145 -thetao southmid 100m DJF 1.229524 -thetao southmid 1000m MAM 0.5916387 -thetao southmid 1000m JJA 0.59332746 -thetao southmid 1000m SON 0.5867236 -thetao southmid 1000m DJF 0.59133464 -thetao antarctic 10m MAM 0.5632492 -thetao antarctic 10m JJA 0.5205595 -thetao antarctic 10m SON 0.40065813 -thetao antarctic 10m DJF 0.73810124 -thetao antarctic 100m MAM 0.6258127 -thetao antarctic 100m JJA 0.61783314 -thetao antarctic 100m SON 0.45544183 -thetao antarctic 100m DJF 0.5113293 -thetao antarctic 1000m MAM 0.6999617 -thetao antarctic 1000m JJA 0.6913219 -thetao antarctic 1000m SON 0.6993792 -thetao antarctic 1000m DJF 0.7034912 -so glob 10m MAM 0.4938183 -so glob 10m JJA 0.5340248 -so glob 10m SON 0.54094124 -so glob 10m DJF 0.5254762 -so glob 100m MAM 0.3611469 -so glob 100m JJA 0.36753315 -so glob 100m SON 0.38307217 -so glob 100m DJF 0.3675597 -so glob 1000m MAM 0.12439605 -so glob 1000m JJA 0.12392663 -so glob 1000m SON 0.12467768 -so glob 1000m DJF 0.1251859 -so arctic 10m MAM 1.2573309 -so arctic 10m JJA 1.5395885 -so arctic 10m SON 1.6134269 -so arctic 10m DJF 1.5162358 -so arctic 100m MAM 0.8653163 -so arctic 100m JJA 0.88661814 -so arctic 100m SON 0.93023294 -so arctic 100m DJF 0.8722516 -so arctic 1000m MAM 0.09457458 -so arctic 1000m JJA 0.08974473 -so arctic 1000m SON 0.08943003 -so arctic 1000m DJF 0.09805494 -so northmid 10m MAM 0.4394415 -so northmid 10m JJA 0.47819915 -so northmid 10m SON 0.4671557 -so northmid 10m DJF 0.44101605 -so northmid 100m MAM 0.34106836 -so northmid 100m JJA 0.34024292 -so northmid 100m SON 0.34866872 -so northmid 100m DJF 0.3475785 -so northmid 1000m MAM 0.23820555 -so northmid 1000m JJA 0.2383121 -so northmid 1000m SON 0.23850589 -so northmid 1000m DJF 0.2367117 -so tropics 10m MAM 0.47636333 -so tropics 10m JJA 0.47409904 -so tropics 10m SON 0.46565646 -so tropics 10m DJF 0.46054277 -so tropics 100m MAM 0.34208032 -so tropics 100m JJA 0.34285262 -so tropics 100m SON 0.3524259 -so tropics 100m DJF 0.3451933 -so tropics 1000m MAM 0.15093088 -so tropics 1000m JJA 0.15140526 -so tropics 1000m SON 0.15171471 -so tropics 1000m DJF 0.15133303 -so innertropics 10m MAM 0.52618927 -so innertropics 10m JJA 0.52884686 -so innertropics 10m SON 0.5010424 -so innertropics 10m DJF 0.49925965 -so innertropics 100m MAM 0.37407228 -so innertropics 100m JJA 0.38013938 -so innertropics 100m SON 0.3892547 -so innertropics 100m DJF 0.38278106 -so innertropics 1000m MAM 0.11936394 -so innertropics 1000m JJA 0.12023718 -so innertropics 1000m SON 0.11992317 -so innertropics 1000m DJF 0.119133145 -so nino34 10m MAM 0.41898066 -so nino34 10m JJA 0.47388214 -so nino34 10m SON 0.34873497 -so nino34 10m DJF 0.3900542 -so nino34 100m MAM 0.3897975 -so nino34 100m JJA 0.41083473 -so nino34 100m SON 0.41230866 -so nino34 100m DJF 0.4013639 -so nino34 1000m MAM 0.051334634 -so nino34 1000m JJA 0.052810606 -so nino34 1000m SON 0.050977357 -so nino34 1000m DJF 0.050477125 -so southmid 10m MAM 0.2532563 -so southmid 10m JJA 0.24627899 -so southmid 10m SON 0.2515535 -so southmid 10m DJF 0.25076604 -so southmid 100m MAM 0.22200571 -so southmid 100m JJA 0.2320229 -so southmid 100m SON 0.24653448 -so southmid 100m DJF 0.23307283 -so southmid 1000m MAM 0.07698224 -so southmid 1000m JJA 0.07637227 -so southmid 1000m SON 0.07701711 -so southmid 1000m DJF 0.07741844 -so antarctic 10m MAM 0.18390481 -so antarctic 10m JJA 0.16957316 -so antarctic 10m SON 0.15448888 -so antarctic 10m DJF 0.1995231 -so antarctic 100m MAM 0.1944493 -so antarctic 100m JJA 0.20148385 -so antarctic 100m SON 0.22045052 -so antarctic 100m DJF 0.20260222 -so antarctic 1000m MAM 0.02678516 -so antarctic 1000m JJA 0.027107416 -so antarctic 1000m SON 0.03078002 -so antarctic 1000m DJF 0.030397307 +tas Atlantic_Basin surface MAM 1.9053091 +tas Atlantic_Basin surface JJA 1.6673176 +tas Atlantic_Basin surface SON 2.0621972 +tas Atlantic_Basin surface DJF 2.69561 +tas Atlantic_Basin surface year 2.0193872 +tas Pacific_Basin surface MAM 1.2154939 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Mediterranean_Basin surface year 1.1835301 +tas Asia surface MAM 3.1871243 +tas Asia surface JJA 3.503541 +tas Asia surface SON 2.157364 +tas Asia surface DJF 2.678058 +tas Asia surface year 2.2213738 +tas North_America surface MAM 2.164056 +tas North_America surface JJA 2.9918249 +tas North_America surface SON 2.7288878 +tas North_America surface DJF 3.7187934 +tas North_America surface year 2.7038436 +tas Europe surface MAM 4.205922 +tas Europe surface JJA 2.9317348 +tas Europe surface SON 2.2558577 +tas Europe surface DJF 3.0114183 +tas Europe surface year 2.8977985 +tas Africa surface MAM 1.3371736 +tas Africa surface JJA 1.6268326 +tas Africa surface SON 1.3619273 +tas Africa surface DJF 1.5814475 +tas Africa surface year 1.3430287 +tas South_America surface MAM 1.9730564 +tas South_America surface JJA 2.3831425 +tas South_America surface SON 2.3896255 +tas South_America surface DJF 1.894463 +tas South_America surface year 2.0494275 +tas Oceania surface MAM 2.5719132 +tas Oceania 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1000m year 0.70225143 +so Europe 10m MAM 2.7047012 +so Europe 10m JJA 2.7870693 +so Europe 10m SON 3.484473 +so Europe 10m DJF 3.7919586 +so Europe 10m year 3.1920502 +so Europe 100m MAM 1.1532803 +so Europe 100m JJA 1.0901737 +so Europe 100m SON 1.0771008 +so Europe 100m DJF 1.1830883 +so Europe 100m year 1.1259117 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM nan +so South_America 10m JJA nan +so South_America 10m SON nan +so South_America 10m DJF nan +so South_America 10m year nan +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM 0.66072845 +so Oceania 10m JJA 0.6947918 +so Oceania 10m SON 0.7598877 +so Oceania 10m DJF 0.68709373 +so Oceania 10m year 0.7006264 +so Oceania 100m MAM 0.6703949 +so Oceania 100m JJA 0.6502361 +so Oceania 100m SON 0.72039413 +so Oceania 100m DJF 0.6696205 +so Oceania 100m year 0.6776638 +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 0.57279587 +so Australia 10m JJA 0.52892685 +so Australia 10m SON 0.54149246 +so Australia 10m DJF 0.56975174 +so Australia 10m year 0.55324364 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.22315216 +so Antarctica 10m JJA 0.22763824 +so Antarctica 10m SON 0.2993698 +so Antarctica 10m DJF 0.24393082 +so Antarctica 10m year 0.24852371 +so Antarctica 100m MAM 0.25764847 +so Antarctica 100m JJA 0.25988007 +so Antarctica 100m SON 0.274189 +so Antarctica 100m DJF 0.27345657 +so Antarctica 100m year 0.26629257 +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.492384 +so glob 10m JJA 0.5272256 +so glob 10m SON 0.53439456 +so glob 10m DJF 0.52048624 +so glob 10m year 0.50524414 +so glob 100m MAM 0.346306 +so glob 100m JJA 0.3535087 +so glob 100m SON 0.3666615 +so glob 100m DJF 0.35160792 +so glob 100m year 0.35290107 +so glob 1000m MAM 0.12366821 +so glob 1000m JJA 0.123122565 +so glob 1000m SON 0.12392484 +so glob 1000m DJF 0.12443041 +so glob 1000m year 0.12364075 +so arctic 10m MAM 1.3621185 +so arctic 10m JJA 1.5879598 +so arctic 10m SON 1.6744121 +so arctic 10m DJF 1.6061927 +so arctic 10m year 1.5133498 +so arctic 100m MAM 0.8495152 +so arctic 100m JJA 0.87269783 +so arctic 100m SON 0.9143226 +so arctic 100m DJF 0.8587617 +so arctic 100m year 0.87257427 +so arctic 1000m MAM 0.09911187 +so arctic 1000m JJA 0.094238244 +so arctic 1000m SON 0.09385414 +so arctic 1000m DJF 0.10253232 +so arctic 1000m year 0.09742812 +so northmid 10m MAM 0.4235994 +so northmid 10m JJA 0.45994145 +so northmid 10m SON 0.45183024 +so northmid 10m DJF 0.42493677 +so northmid 10m year 0.43492374 +so northmid 100m MAM 0.3326374 +so northmid 100m JJA 0.32977307 +so northmid 100m SON 0.33845416 +so northmid 100m DJF 0.33690584 +so northmid 100m year 0.33342615 +so northmid 1000m MAM 0.23315233 +so northmid 1000m JJA 0.23298082 +so northmid 1000m SON 0.2332694 +so northmid 1000m DJF 0.23131204 +so northmid 1000m year 0.23266238 +so tropics 10m MAM 0.44530627 +so tropics 10m JJA 0.4502107 +so tropics 10m SON 0.43630746 +so tropics 10m DJF 0.42312813 +so tropics 10m year 0.42818776 +so tropics 100m MAM 0.32281312 +so tropics 100m JJA 0.32580885 +so tropics 100m SON 0.33291224 +so tropics 100m DJF 0.32434982 +so tropics 100m year 0.32489157 +so tropics 1000m MAM 0.1492033 +so tropics 1000m JJA 0.14975233 +so tropics 1000m SON 0.15010928 +so tropics 1000m DJF 0.1497143 +so tropics 1000m year 0.14962037 +so innertropics 10m MAM 0.47574073 +so innertropics 10m JJA 0.48479903 +so innertropics 10m SON 0.4495921 +so innertropics 10m DJF 0.43950406 +so innertropics 10m year 0.44714326 +so innertropics 100m MAM 0.3405818 +so innertropics 100m JJA 0.34852678 +so innertropics 100m SON 0.35458788 +so innertropics 100m DJF 0.34714782 +so innertropics 100m year 0.34644374 +so innertropics 1000m MAM 0.11826556 +so innertropics 1000m JJA 0.1192143 +so innertropics 1000m SON 0.118937425 +so innertropics 1000m DJF 0.11805194 +so innertropics 1000m year 0.11855824 +so nino34 10m MAM 0.3413024 +so nino34 10m JJA 0.3734992 +so nino34 10m SON 0.2510449 +so nino34 10m DJF 0.28858843 +so nino34 10m year 0.3102169 +so nino34 100m MAM 0.34606397 +so nino34 100m JJA 0.35954958 +so nino34 100m SON 0.35592857 +so nino34 100m DJF 0.34752217 +so nino34 100m year 0.35226583 +so nino34 1000m MAM 0.050686486 +so nino34 1000m JJA 0.052191447 +so nino34 1000m SON 0.050508533 +so nino34 1000m DJF 0.049738184 +so nino34 1000m year 0.050781216 +so southmid 10m MAM 0.23837319 +so southmid 10m JJA 0.23266934 +so southmid 10m SON 0.2371201 +so southmid 10m DJF 0.23678641 +so southmid 10m year 0.23414943 +so southmid 100m MAM 0.20916215 +so southmid 100m JJA 0.21767971 +so southmid 100m SON 0.22982301 +so southmid 100m DJF 0.21899885 +so southmid 100m year 0.21675842 +so southmid 1000m MAM 0.07645832 +so southmid 1000m JJA 0.075638264 +so southmid 1000m SON 0.076504715 +so southmid 1000m DJF 0.077054694 +so southmid 1000m year 0.07613103 +so antarctic 10m MAM 0.18663356 +so antarctic 10m JJA 0.1725806 +so antarctic 10m SON 0.16122586 +so antarctic 10m DJF 0.21152508 +so antarctic 10m year 0.16457531 +so antarctic 100m MAM 0.18311788 +so antarctic 100m JJA 0.19358069 +so antarctic 100m SON 0.2056776 +so antarctic 100m DJF 0.1884724 +so antarctic 100m year 0.19083107 +so antarctic 1000m MAM 0.030017428 +so antarctic 1000m JJA 0.030248528 +so antarctic 1000m SON 0.033614397 +so antarctic 1000m DJF 0.032926053 +so antarctic 1000m year 0.03136671 diff --git a/eval/NCEP2/HadGEM3MM.csv b/eval/NCEP2/HadGEM3MM.csv index 6d1c52d..0f56065 100644 --- a/eval/NCEP2/HadGEM3MM.csv +++ b/eval/NCEP2/HadGEM3MM.csv @@ -1,577 +1,1981 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 12.23575808435197 -siconc glob surface JJA 17.160285269938193 -siconc glob surface SON 17.15950234643882 -siconc glob surface DJF 11.092953547786035 -siconc arctic surface MAM 4.415945843233253 -siconc arctic surface JJA 7.713207700972299 -siconc arctic surface SON 7.319872740098081 -siconc arctic surface DJF 5.168759562799381 -siconc northmid surface MAM 9.018548928819733 +siconc Atlantic_Basin surface MAM 12.894168057867718 +siconc Atlantic_Basin surface JJA 9.642187452535627 +siconc Atlantic_Basin surface SON 9.58352332452231 +siconc Atlantic_Basin surface DJF 12.87732225800342 +siconc Atlantic_Basin surface year 10.131755738770986 +siconc Pacific_Basin surface MAM 9.814549968012193 +siconc Pacific_Basin surface JJA 2.344498616640651 +siconc Pacific_Basin surface SON 6.0736609020040975 +siconc Pacific_Basin surface DJF 8.152543657434052 +siconc Pacific_Basin surface year 8.020811215716845 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 2.33385562007115 +siconc Arctic_Basin surface JJA 7.368764632354718 +siconc Arctic_Basin surface SON 6.831683555484901 +siconc Arctic_Basin surface DJF 3.4300800108196645 +siconc Arctic_Basin surface year 3.1423264119226886 +siconc Southern_Ocean_Basin surface MAM 25.369210737687105 +siconc Southern_Ocean_Basin surface JJA 29.01869021196651 +siconc Southern_Ocean_Basin surface SON 28.872425672327584 +siconc Southern_Ocean_Basin surface DJF 19.76074375595332 +siconc Southern_Ocean_Basin surface year 22.250151553411296 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 30.73391438484192 +siconc Asia surface JJA 35.85573587417603 +siconc Asia surface SON 10.413397878011068 +siconc Asia surface DJF 41.71156779925028 +siconc Asia surface year 29.375726095835365 +siconc North_America surface MAM 15.385566835403443 +siconc North_America surface JJA nan +siconc North_America surface SON nan +siconc North_America surface DJF 10.74495061248541 +siconc North_America surface year 15.92630475372076 +siconc Europe surface MAM 2.3618589582666756 +siconc Europe surface JJA nan +siconc Europe surface SON 1.32 +siconc Europe surface DJF 9.005888517200948 +siconc Europe surface year 4.236936869099736 +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM nan +siconc Antarctica surface JJA nan +siconc Antarctica surface SON nan +siconc Antarctica surface DJF nan +siconc Antarctica surface year nan +siconc glob surface MAM 12.227108112395282 +siconc glob surface JJA 17.150358239252743 +siconc glob surface SON 17.149307309817537 +siconc glob surface DJF 11.086602483406823 +siconc glob surface year 12.411769338518607 +siconc arctic surface MAM 4.411694497684308 +siconc arctic surface JJA 7.707779466924051 +siconc arctic surface SON 7.314635289850346 +siconc arctic surface DJF 5.165350542875306 +siconc arctic surface year 4.438908595606186 +siconc northmid surface MAM 9.018548928819735 siconc northmid surface JJA 6.3170248178604025 siconc northmid surface SON 5.038992387126499 siconc northmid surface DJF 9.949064584201107 +siconc northmid surface year 8.95485677329056 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.003195361699611 siconc southmid surface JJA 13.572700198982364 siconc southmid surface SON 18.04913838442113 siconc southmid surface DJF 6.26817218789776 +siconc southmid surface year 10.527336817961917 siconc antarctic surface MAM 26.972623287977807 siconc antarctic surface JJA 32.028906856575254 siconc antarctic surface SON 29.876981868273425 siconc antarctic surface DJF 21.852711728252515 -tas glob surface MAM 1.7477593 -tas glob surface JJA 1.6092483 -tas glob surface SON 1.4711252 -tas glob surface DJF 2.0620778 -tas arctic surface MAM 2.5718262 -tas arctic surface JJA 1.1421882 -tas arctic surface SON 1.8152249 -tas arctic surface DJF 4.8165174 -tas northmid surface MAM 1.541971 -tas northmid surface JJA 1.361677 -tas northmid surface SON 1.217432 -tas northmid surface DJF 1.7973481 -tas tropics surface MAM 0.9618758 -tas tropics surface JJA 0.93702567 -tas tropics surface SON 0.93326753 -tas tropics surface DJF 0.96494645 -tas innertropics surface MAM 0.731981 -tas innertropics surface JJA 0.8109533 -tas innertropics surface SON 0.8320107 -tas innertropics surface DJF 0.80096 -tas nino34 surface MAM 0.32162094 -tas nino34 surface JJA 0.48562545 -tas nino34 surface SON 0.35850397 -tas nino34 surface DJF 0.2923129 -tas southmid surface MAM 0.9311496 -tas southmid surface JJA 0.89270884 -tas southmid surface SON 0.9040744 -tas southmid surface DJF 0.92096156 -tas antarctic surface MAM 3.6869614 -tas antarctic surface JJA 4.4105134 -tas antarctic surface SON 3.0374374 -tas antarctic surface DJF 3.0306363 -clt glob surface MAM 14.40451 +siconc antarctic surface year 25.463253833526913 +tas Atlantic_Basin surface MAM 1.0673486 +tas Atlantic_Basin surface JJA 0.7571092 +tas Atlantic_Basin surface SON 0.75539625 +tas Atlantic_Basin surface DJF 1.2588029 +tas Atlantic_Basin surface year 0.8720208 +tas Pacific_Basin surface MAM 0.73705524 +tas Pacific_Basin surface JJA 0.6710128 +tas Pacific_Basin surface SON 0.6812751 +tas Pacific_Basin surface DJF 0.7596354 +tas Pacific_Basin surface year 0.6209903 +tas Indian_Basin surface MAM 0.69802576 +tas Indian_Basin surface JJA 0.59356016 +tas Indian_Basin surface SON 0.5431268 +tas Indian_Basin surface DJF 0.678505 +tas Indian_Basin surface year 0.55540735 +tas Arctic_Basin surface MAM 3.996485 +tas Arctic_Basin surface JJA 1.4714918 +tas Arctic_Basin surface SON 3.0801752 +tas Arctic_Basin surface DJF 5.9909687 +tas Arctic_Basin surface year 3.5647929 +tas Southern_Ocean_Basin surface MAM 1.8567333 +tas Southern_Ocean_Basin surface JJA 2.897937 +tas Southern_Ocean_Basin surface SON 2.0726423 +tas Southern_Ocean_Basin surface DJF 1.3719205 +tas Southern_Ocean_Basin surface year 1.9079802 +tas Mediterranean_Basin surface MAM 0.45055634 +tas Mediterranean_Basin surface JJA 0.37207496 +tas Mediterranean_Basin surface SON 0.539318 +tas Mediterranean_Basin surface DJF 0.60973555 +tas Mediterranean_Basin surface year 0.43351927 +tas Asia surface MAM 2.2266755 +tas Asia surface JJA 1.2675437 +tas Asia surface SON 1.1815544 +tas Asia surface DJF 2.1479273 +tas Asia surface year 1.4977734 +tas North_America surface MAM 1.7189094 +tas North_America surface JJA 1.2381568 +tas North_America surface SON 1.5681081 +tas North_America surface DJF 2.9200397 +tas North_America surface year 1.463289 +tas Europe surface MAM 2.308517 +tas Europe surface JJA 1.3229948 +tas Europe surface SON 0.77911484 +tas Europe surface DJF 2.4522622 +tas Europe surface year 1.6226753 +tas Africa surface MAM 1.1716348 +tas Africa surface JJA 1.2572311 +tas Africa surface SON 1.272134 +tas Africa surface DJF 1.2210264 +tas Africa surface year 1.0633427 +tas South_America surface MAM 1.3326949 +tas South_America surface JJA 1.372878 +tas South_America surface SON 1.514545 +tas South_America surface DJF 1.5407158 +tas South_America surface year 1.2758682 +tas Oceania surface MAM 1.3531799 +tas Oceania surface JJA 1.0904263 +tas Oceania surface SON 1.2071949 +tas Oceania surface DJF 1.3997165 +tas Oceania surface year 1.2563949 +tas Australia surface MAM 0.49624094 +tas Australia surface JJA 0.64463973 +tas Australia surface SON 0.6517353 +tas Australia surface DJF 0.6669643 +tas Australia surface year 0.47020194 +tas Antarctica surface MAM 1.215754 +tas Antarctica surface JJA 1.5290318 +tas Antarctica surface SON 2.679336 +tas Antarctica surface DJF 4.97027 +tas Antarctica surface year 2.132142 +tas glob surface MAM 1.5435216 +tas glob surface JJA 1.3775414 +tas glob surface SON 1.4520798 +tas glob surface DJF 2.0322187 +tas glob surface year 1.4371837 +tas arctic surface MAM 3.1690016 +tas arctic surface JJA 1.4532553 +tas arctic surface SON 2.3592663 +tas arctic surface DJF 4.8445644 +tas arctic surface year 2.8206189 +tas northmid surface MAM 1.5259016 +tas northmid surface JJA 1.023479 +tas northmid surface SON 0.8866859 +tas northmid surface DJF 1.328702 +tas northmid surface year 1.0149105 +tas tropics surface MAM 0.8439527 +tas tropics surface JJA 0.7656302 +tas tropics surface SON 0.82359785 +tas tropics surface DJF 0.90418947 +tas tropics surface year 0.72183037 +tas innertropics surface MAM 0.98836416 +tas innertropics surface JJA 0.8671062 +tas innertropics surface SON 0.96276116 +tas innertropics surface DJF 1.0776097 +tas innertropics surface year 0.88720924 +tas nino34 surface MAM 0.5773984 +tas nino34 surface JJA 0.43682608 +tas nino34 surface SON 0.39371794 +tas nino34 surface DJF 0.9736392 +tas nino34 surface year 0.52729595 +tas southmid surface MAM 0.88598436 +tas southmid surface JJA 1.098961 +tas southmid surface SON 1.0658419 +tas southmid surface DJF 0.91146785 +tas southmid surface year 0.94379777 +tas antarctic surface MAM 2.0902066 +tas antarctic surface JJA 3.185962 +tas antarctic surface SON 2.8609605 +tas antarctic surface DJF 3.550634 +tas antarctic surface year 2.49794 +clt Atlantic_Basin surface MAM 7.9410167 +clt Atlantic_Basin surface JJA 6.9375896 +clt Atlantic_Basin surface SON 5.777554 +clt Atlantic_Basin surface DJF 9.094998 +clt Atlantic_Basin surface year 6.3952847 +clt Pacific_Basin surface MAM 7.5268455 +clt Pacific_Basin surface JJA 8.136839 +clt Pacific_Basin surface SON 7.450802 +clt Pacific_Basin surface DJF 7.393656 +clt Pacific_Basin surface year 6.507603 +clt Indian_Basin surface MAM 6.846535 +clt Indian_Basin surface JJA 10.945086 +clt Indian_Basin surface SON 9.952445 +clt Indian_Basin surface DJF 7.88468 +clt Indian_Basin surface year 7.723538 +clt Arctic_Basin surface MAM 27.069962 +clt Arctic_Basin surface JJA 15.035775 +clt Arctic_Basin surface SON 22.459152 +clt Arctic_Basin surface DJF 29.15815 +clt Arctic_Basin surface year 23.420883 +clt Southern_Ocean_Basin surface MAM 5.339034 +clt Southern_Ocean_Basin surface JJA 9.179807 +clt Southern_Ocean_Basin surface SON 5.4515214 +clt Southern_Ocean_Basin surface DJF 3.2664104 +clt Southern_Ocean_Basin surface year 5.3250847 +clt Mediterranean_Basin surface MAM 3.10987 +clt Mediterranean_Basin surface JJA 6.2580037 +clt Mediterranean_Basin surface SON 6.2862186 +clt Mediterranean_Basin surface DJF 3.692259 +clt Mediterranean_Basin surface year 4.207698 +clt Asia surface MAM 17.388494 +clt Asia surface JJA 7.6731105 +clt Asia surface SON 11.926923 +clt Asia surface DJF 16.946701 +clt Asia surface year 12.378156 +clt North_America surface MAM 21.19401 +clt North_America surface JJA 10.286458 +clt North_America surface SON 14.673799 +clt North_America surface DJF 20.704908 +clt North_America surface year 16.090183 +clt Europe surface MAM 17.208458 +clt Europe surface JJA 7.403455 +clt Europe surface SON 8.21167 +clt Europe surface DJF 14.915232 +clt Europe surface year 9.876957 +clt Africa surface MAM 9.401885 +clt Africa surface JJA 9.631877 +clt Africa surface SON 10.562663 +clt Africa surface DJF 11.241272 +clt Africa surface year 7.8560247 +clt South_America surface MAM 7.10547 +clt South_America surface JJA 9.281501 +clt South_America surface SON 8.680175 +clt South_America surface DJF 7.1115155 +clt South_America surface year 6.0460343 +clt Oceania surface MAM 8.772401 +clt Oceania surface JJA 12.450578 +clt Oceania surface SON 9.041244 +clt Oceania surface DJF 4.787494 +clt Oceania surface year 8.226752 +clt Australia surface MAM 4.0905666 +clt Australia surface JJA 4.7698693 +clt Australia surface SON 4.30336 +clt Australia surface DJF 5.967523 +clt Australia surface year 3.4454775 +clt Antarctica surface MAM 54.402706 +clt Antarctica surface JJA 53.062584 +clt Antarctica surface SON 50.32914 +clt Antarctica surface DJF 42.79214 +clt Antarctica surface year 50.12774 +clt glob surface MAM 14.4045105 clt glob 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Atlantic_Basin surface DJF 23.992838 +mlotst Atlantic_Basin surface year 16.66081 +mlotst Pacific_Basin surface MAM 10.592835 +mlotst Pacific_Basin surface JJA 8.40682 +mlotst Pacific_Basin surface SON 6.9669156 +mlotst Pacific_Basin surface DJF 7.972606 +mlotst Pacific_Basin surface year 7.0306745 +mlotst Indian_Basin surface MAM 6.8209786 +mlotst Indian_Basin surface JJA 18.374937 +mlotst Indian_Basin surface SON 12.839622 +mlotst Indian_Basin surface DJF 4.981197 +mlotst Indian_Basin surface year 9.219994 +mlotst Arctic_Basin surface MAM 22.582956 +mlotst Arctic_Basin surface JJA 3.3294356 +mlotst Arctic_Basin surface SON 8.884503 +mlotst Arctic_Basin surface DJF 14.093971 +mlotst Arctic_Basin surface year 11.666086 +mlotst Southern_Ocean_Basin surface MAM 39.343967 +mlotst Southern_Ocean_Basin surface JJA 88.70789 +mlotst Southern_Ocean_Basin surface SON 106.90559 +mlotst Southern_Ocean_Basin surface DJF 14.462565 +mlotst Southern_Ocean_Basin surface year 61.10149 +mlotst Mediterranean_Basin surface MAM 11.448466 +mlotst Mediterranean_Basin surface JJA 6.2797217 +mlotst Mediterranean_Basin surface SON 4.158881 +mlotst Mediterranean_Basin surface DJF 27.423761 +mlotst Mediterranean_Basin surface year 9.4642105 +mlotst Asia surface MAM 12.086372 +mlotst Asia surface JJA 4.4220734 +mlotst Asia surface SON 18.305746 +mlotst Asia surface DJF 26.671648 +mlotst Asia surface year 15.248366 +mlotst North_America surface MAM 19.525408 +mlotst North_America surface JJA 5.7099023 +mlotst North_America surface SON 1.9887158 +mlotst North_America surface DJF 18.002892 +mlotst North_America surface year 9.140625 +mlotst Europe surface MAM 10.531922 +mlotst Europe surface JJA 4.068308 +mlotst Europe surface SON 20.050953 +mlotst Europe surface DJF 22.696108 +mlotst Europe surface year 14.3368225 +mlotst Africa surface MAM 11.699564 +mlotst Africa surface JJA 14.2506275 +mlotst Africa surface SON 8.848162 +mlotst Africa surface DJF 7.2637396 +mlotst Africa surface year 10.515523 +mlotst South_America surface MAM nan +mlotst South_America surface JJA nan +mlotst South_America surface SON nan +mlotst South_America surface DJF nan +mlotst South_America surface year nan +mlotst Oceania surface MAM nan +mlotst Oceania surface JJA nan +mlotst Oceania surface SON nan +mlotst Oceania surface DJF nan +mlotst Oceania surface year nan +mlotst Australia surface MAM nan +mlotst Australia surface JJA nan +mlotst Australia surface SON nan +mlotst Australia surface DJF nan +mlotst Australia surface year nan +mlotst Antarctica surface MAM 34.34591 +mlotst Antarctica surface JJA 83.407074 +mlotst Antarctica surface SON 125.725845 +mlotst Antarctica surface DJF 6.2283483 +mlotst Antarctica surface year 59.312614 +mlotst glob surface MAM 23.896095 +mlotst glob surface JJA 30.724144 +mlotst glob surface SON 35.46407 +mlotst glob surface DJF 13.251082 +mlotst glob surface year 24.471544 +mlotst arctic surface MAM 28.158909 +mlotst arctic surface JJA 3.7215908 +mlotst arctic surface SON 8.857911 +mlotst arctic surface DJF 18.079735 +mlotst arctic surface year 13.665304 +mlotst northmid surface MAM 41.358074 mlotst northmid surface JJA 3.54266 -mlotst northmid surface SON 6.128801 +mlotst northmid surface SON 6.1288004 mlotst northmid surface DJF 29.686874 +mlotst northmid surface year 18.281748 mlotst tropics surface MAM 5.3076777 mlotst tropics surface JJA 7.5637493 mlotst tropics surface SON 5.8775797 mlotst tropics surface DJF 5.538683 +mlotst tropics surface year 4.7010183 mlotst innertropics surface MAM 5.5197334 mlotst innertropics surface JJA 7.159068 mlotst innertropics surface SON 6.2944856 mlotst innertropics surface DJF 6.1268125 +mlotst innertropics surface year 4.9610395 mlotst nino34 surface MAM 3.3541293 -mlotst nino34 surface JJA 4.182898 +mlotst nino34 surface JJA 4.1828985 mlotst nino34 surface SON 6.320988 mlotst nino34 surface DJF 6.48362 +mlotst nino34 surface year 4.3392863 mlotst southmid surface MAM 29.058401 mlotst southmid surface JJA 45.582672 mlotst southmid surface SON 46.180264 mlotst southmid surface DJF 11.090691 +mlotst southmid surface year 31.417171 mlotst antarctic surface MAM 48.46112 mlotst antarctic surface JJA 169.95488 mlotst antarctic surface SON 215.18915 mlotst antarctic surface DJF 14.47203 -thetao glob 10m MAM 0.8902148 -thetao glob 10m JJA 0.8509293 -thetao glob 10m SON 0.7837208 -thetao glob 10m DJF 0.8645232 -thetao glob 100m MAM 1.1433367 -thetao glob 100m JJA 1.0311929 -thetao glob 100m SON 1.0616723 -thetao glob 100m DJF 1.1257163 -thetao glob 1000m MAM 0.54139286 -thetao glob 1000m JJA 0.54082066 -thetao glob 1000m SON 0.5402253 -thetao glob 1000m DJF 0.53947264 -thetao arctic 10m MAM 0.7216346 -thetao arctic 10m JJA 0.6481229 -thetao arctic 10m SON 0.47831222 -thetao arctic 10m DJF 0.68375796 -thetao arctic 100m MAM 0.5565157 -thetao arctic 100m JJA 0.4536024 -thetao arctic 100m SON 0.4436471 -thetao arctic 100m DJF 0.4328927 -thetao arctic 1000m MAM 0.48342794 -thetao arctic 1000m JJA 0.5004683 -thetao arctic 1000m SON 0.49032432 -thetao arctic 1000m DJF 0.47745895 +mlotst antarctic surface year 111.76419 +thetao Atlantic_Basin 10m MAM 1.012334 +thetao Atlantic_Basin 10m JJA 0.94612056 +thetao Atlantic_Basin 10m SON 0.79751986 +thetao Atlantic_Basin 10m DJF 0.93350065 +thetao Atlantic_Basin 10m year 0.86705935 +thetao Atlantic_Basin 100m MAM 1.0715771 +thetao Atlantic_Basin 100m JJA 0.9720765 +thetao Atlantic_Basin 100m SON 1.0116006 +thetao Atlantic_Basin 100m DJF 1.0080861 +thetao Atlantic_Basin 100m year 0.9769263 +thetao Atlantic_Basin 1000m MAM 1.225032 +thetao Atlantic_Basin 1000m JJA 1.229073 +thetao Atlantic_Basin 1000m SON 1.2234111 +thetao Atlantic_Basin 1000m DJF 1.2077693 +thetao Atlantic_Basin 1000m year 1.2209972 +thetao Pacific_Basin 10m MAM 0.7791095 +thetao Pacific_Basin 10m JJA 0.7170681 +thetao Pacific_Basin 10m SON 0.6549456 +thetao Pacific_Basin 10m DJF 0.6920064 +thetao Pacific_Basin 10m year 0.648622 +thetao Pacific_Basin 100m MAM 1.0626092 +thetao Pacific_Basin 100m JJA 1.0533524 +thetao Pacific_Basin 100m SON 1.0621814 +thetao Pacific_Basin 100m DJF 1.0557972 +thetao Pacific_Basin 100m year 1.02689 +thetao Pacific_Basin 1000m MAM 0.22655407 +thetao Pacific_Basin 1000m JJA 0.22745197 +thetao Pacific_Basin 1000m SON 0.22696352 +thetao Pacific_Basin 1000m DJF 0.22818711 +thetao Pacific_Basin 1000m year 0.22602738 +thetao Indian_Basin 10m MAM 0.57190365 +thetao Indian_Basin 10m JJA 0.6167573 +thetao Indian_Basin 10m SON 0.6934408 +thetao Indian_Basin 10m DJF 0.5339947 +thetao Indian_Basin 10m year 0.5517375 +thetao Indian_Basin 100m MAM 1.0248716 +thetao Indian_Basin 100m JJA 1.0589288 +thetao Indian_Basin 100m SON 1.408775 +thetao Indian_Basin 100m DJF 1.3999802 +thetao Indian_Basin 100m year 1.1540288 +thetao Indian_Basin 1000m MAM 0.5235237 +thetao Indian_Basin 1000m JJA 0.5119088 +thetao Indian_Basin 1000m SON 0.5161435 +thetao Indian_Basin 1000m DJF 0.52639407 +thetao Indian_Basin 1000m year 0.51259315 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100m JJA 0.3561371 -so glob 100m SON 0.35914382 -so glob 100m DJF 0.35314575 -so glob 1000m MAM 0.10760914 -so glob 1000m JJA 0.10751235 -so glob 1000m SON 0.107612796 -so glob 1000m DJF 0.108404055 -so arctic 10m MAM 1.0288239 -so arctic 10m JJA 1.18078 -so arctic 10m SON 1.0478599 -so arctic 10m DJF 1.1219487 -so arctic 100m MAM 0.6386904 -so arctic 100m JJA 0.66031134 -so arctic 100m SON 0.6998993 -so arctic 100m DJF 0.6489404 -so arctic 1000m MAM 0.027579237 -so arctic 1000m JJA 0.025145365 -so arctic 1000m SON 0.02405752 -so arctic 1000m DJF 0.030436967 +thetao antarctic 1000m year 0.7739561 +so Atlantic_Basin 10m MAM 0.44388637 +so Atlantic_Basin 10m JJA 0.4526067 +so Atlantic_Basin 10m SON 0.43382713 +so Atlantic_Basin 10m DJF 0.44287905 +so Atlantic_Basin 10m year 0.41906235 +so Atlantic_Basin 100m MAM 0.26951957 +so Atlantic_Basin 100m JJA 0.26306492 +so Atlantic_Basin 100m SON 0.2689127 +so Atlantic_Basin 100m DJF 0.26693508 +so Atlantic_Basin 100m year 0.26339254 +so Atlantic_Basin 1000m MAM 0.2711423 +so Atlantic_Basin 1000m JJA 0.27002302 +so Atlantic_Basin 1000m SON 0.269518 +so Atlantic_Basin 1000m DJF 0.26933345 +so Atlantic_Basin 1000m year 0.26998368 +so Pacific_Basin 10m MAM 0.47921327 +so Pacific_Basin 10m JJA 0.47219643 +so Pacific_Basin 10m SON 0.4762316 +so Pacific_Basin 10m DJF 0.4764409 +so Pacific_Basin 10m year 0.46722358 +so Pacific_Basin 100m MAM 0.40107235 +so Pacific_Basin 100m JJA 0.38764644 +so Pacific_Basin 100m SON 0.38934687 +so Pacific_Basin 100m DJF 0.39307904 +so Pacific_Basin 100m year 0.39186838 +so Pacific_Basin 1000m MAM 0.053232983 +so Pacific_Basin 1000m JJA 0.052707423 +so Pacific_Basin 1000m SON 0.053059783 +so Pacific_Basin 1000m DJF 0.05367036 +so Pacific_Basin 1000m year 0.053063598 +so Indian_Basin 10m MAM 0.35805252 +so Indian_Basin 10m JJA 0.33966506 +so Indian_Basin 10m SON 0.359904 +so Indian_Basin 10m DJF 0.35423458 +so Indian_Basin 10m year 0.33439353 +so Indian_Basin 100m MAM 0.2674714 +so Indian_Basin 100m JJA 0.25617862 +so Indian_Basin 100m SON 0.25590038 +so Indian_Basin 100m DJF 0.26251101 +so Indian_Basin 100m year 0.2571614 +so Indian_Basin 1000m MAM 0.113557436 +so Indian_Basin 1000m JJA 0.11570749 +so Indian_Basin 1000m SON 0.11546625 +so Indian_Basin 1000m DJF 0.115889 +so Indian_Basin 1000m year 0.11499567 +so Arctic_Basin 10m MAM 1.1079714 +so Arctic_Basin 10m JJA 1.2894197 +so Arctic_Basin 10m SON 1.1292925 +so Arctic_Basin 10m DJF 1.2042779 +so Arctic_Basin 10m year 1.1102556 +so Arctic_Basin 100m MAM 0.7142506 +so Arctic_Basin 100m JJA 0.7470116 +so Arctic_Basin 100m SON 0.793691 +so Arctic_Basin 100m DJF 0.7285085 +so Arctic_Basin 100m year 0.74407995 +so Arctic_Basin 1000m MAM 0.021261787 +so Arctic_Basin 1000m JJA 0.018230438 +so Arctic_Basin 1000m SON 0.016882926 +so Arctic_Basin 1000m DJF 0.024992028 +so Arctic_Basin 1000m year 0.01991168 +so Southern_Ocean_Basin 10m MAM 0.26032364 +so Southern_Ocean_Basin 10m JJA 0.2278855 +so Southern_Ocean_Basin 10m SON 0.22753625 +so Southern_Ocean_Basin 10m DJF 0.27788162 +so Southern_Ocean_Basin 10m year 0.24519011 +so Southern_Ocean_Basin 100m MAM 0.2503043 +so Southern_Ocean_Basin 100m JJA 0.25072542 +so Southern_Ocean_Basin 100m SON 0.23946816 +so Southern_Ocean_Basin 100m DJF 0.23645128 +so Southern_Ocean_Basin 100m year 0.24271749 +so Southern_Ocean_Basin 1000m MAM 0.059793815 +so Southern_Ocean_Basin 1000m JJA 0.060668893 +so Southern_Ocean_Basin 1000m SON 0.061497014 +so Southern_Ocean_Basin 1000m DJF 0.06112686 +so Southern_Ocean_Basin 1000m year 0.06055113 +so Mediterranean_Basin 10m MAM 0.8085576 +so Mediterranean_Basin 10m JJA 0.7877819 +so Mediterranean_Basin 10m SON 0.7646509 +so Mediterranean_Basin 10m DJF 0.78083694 +so Mediterranean_Basin 10m year 0.78405076 +so Mediterranean_Basin 100m MAM 0.85644466 +so Mediterranean_Basin 100m JJA 0.8473896 +so Mediterranean_Basin 100m SON 0.8656315 +so Mediterranean_Basin 100m DJF 0.85711664 +so Mediterranean_Basin 100m year 0.85664594 +so Mediterranean_Basin 1000m MAM 0.49801323 +so Mediterranean_Basin 1000m JJA 0.5067267 +so Mediterranean_Basin 1000m SON 0.49765968 +so Mediterranean_Basin 1000m DJF 0.49283832 +so Mediterranean_Basin 1000m year 0.49880955 +so Asia 10m MAM 27.099863 +so Asia 10m JJA 27.278608 +so Asia 10m SON 26.938028 +so Asia 10m DJF 26.88109 +so Asia 10m year 27.049398 +so Asia 100m MAM nan +so Asia 100m JJA nan +so Asia 100m SON nan +so Asia 100m DJF nan +so Asia 100m year nan +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM nan +so North_America 10m JJA nan +so North_America 10m SON nan +so North_America 10m DJF nan +so North_America 10m year nan +so North_America 100m MAM nan +so North_America 100m JJA nan +so North_America 100m SON nan +so North_America 100m DJF nan +so North_America 100m year nan +so North_America 1000m MAM nan +so North_America 1000m JJA nan +so North_America 1000m SON nan +so North_America 1000m DJF nan +so North_America 1000m year nan +so Europe 10m MAM 29.272995 +so Europe 10m JJA 31.391602 +so Europe 10m SON 30.729202 +so Europe 10m DJF 29.196121 +so Europe 10m year 30.14748 +so Europe 100m MAM nan +so Europe 100m JJA nan +so Europe 100m SON nan +so Europe 100m DJF nan +so Europe 100m year nan +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM nan +so South_America 10m JJA nan +so South_America 10m SON nan +so South_America 10m DJF nan +so South_America 10m year nan +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM nan +so Australia 10m JJA nan +so Australia 10m SON nan +so Australia 10m DJF nan +so Australia 10m year nan +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM nan +so Antarctica 10m JJA nan +so Antarctica 10m SON nan +so Antarctica 10m DJF nan +so Antarctica 10m year nan +so Antarctica 100m MAM nan +so Antarctica 100m JJA nan +so Antarctica 100m SON nan +so Antarctica 100m DJF nan +so Antarctica 100m year nan +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.5074868 +so glob 10m JJA 0.51716214 +so glob 10m SON 0.49793977 +so glob 10m DJF 0.52156985 +so glob 10m year 0.49267092 +so glob 100m MAM 0.35946628 +so glob 100m JJA 0.35625747 +so glob 100m SON 0.35926026 +so glob 100m DJF 0.35325274 +so glob 100m year 0.35512716 +so glob 1000m MAM 0.10758874 +so glob 1000m JJA 0.10749103 +so glob 1000m SON 0.10759133 +so glob 1000m DJF 0.10838496 +so glob 1000m year 0.10760615 +so arctic 10m MAM 1.0282667 +so arctic 10m JJA 1.1801764 +so arctic 10m SON 1.0474862 +so arctic 10m DJF 1.1212597 +so arctic 10m year 1.0318036 +so arctic 100m MAM 0.63920945 +so arctic 100m JJA 0.66074914 +so arctic 100m SON 0.7002486 +so arctic 100m DJF 0.64928865 +so arctic 100m year 0.65988094 +so arctic 1000m MAM 0.027558165 +so arctic 1000m JJA 0.025120007 +so arctic 1000m SON 0.024033835 +so arctic 1000m DJF 0.030424362 +so arctic 1000m year 0.026412033 so northmid 10m MAM 0.70616037 so northmid 10m JJA 0.7103005 -so northmid 10m SON 0.69623774 -so northmid 10m DJF 0.7038509 +so northmid 10m SON 0.6962377 +so northmid 10m DJF 0.70385087 +so northmid 10m year 0.6949872 so northmid 100m MAM 0.3685104 -so northmid 100m JJA 0.35636365 -so northmid 100m SON 0.35456386 -so northmid 100m DJF 0.37386987 -so northmid 1000m MAM 0.23092246 -so northmid 1000m JJA 0.2300673 -so northmid 1000m SON 0.22955602 -so northmid 1000m DJF 0.23093976 +so northmid 100m JJA 0.35636368 +so northmid 100m SON 0.3545639 +so northmid 100m DJF 0.37386984 +so northmid 100m year 0.36080927 +so northmid 1000m MAM 0.23092312 +so northmid 1000m JJA 0.23006812 +so northmid 1000m SON 0.22955677 +so northmid 1000m DJF 0.2309404 +so northmid 1000m year 0.23025736 so tropics 10m MAM 0.43281165 so tropics 10m JJA 0.42350096 -so tropics 10m SON 0.43071324 +so tropics 10m SON 0.43071327 so tropics 10m DJF 0.42563552 +so tropics 10m year 0.40940943 so tropics 100m MAM 0.33585685 so tropics 100m JJA 0.32491475 so tropics 100m SON 0.32662502 so tropics 100m DJF 0.3248375 -so tropics 1000m MAM 0.13446005 -so tropics 1000m JJA 0.13466194 -so tropics 1000m SON 0.13454288 -so tropics 1000m DJF 0.13475958 +so tropics 100m year 0.32584876 +so tropics 1000m MAM 0.13445964 +so tropics 1000m JJA 0.13466159 +so tropics 1000m SON 0.1345425 +so tropics 1000m DJF 0.13475923 +so tropics 1000m year 0.13452022 so innertropics 10m MAM 0.4451908 so innertropics 10m JJA 0.4412491 so innertropics 10m SON 0.43184283 so innertropics 10m DJF 0.4268503 -so innertropics 100m MAM 0.32602993 +so innertropics 10m year 0.4090359 +so innertropics 100m MAM 0.3260299 so innertropics 100m JJA 0.3183301 so innertropics 100m SON 0.3158996 so innertropics 100m DJF 0.30747727 -so innertropics 1000m MAM 0.14165874 -so innertropics 1000m JJA 0.14208423 -so innertropics 1000m SON 0.1419402 -so innertropics 1000m DJF 0.14181505 +so innertropics 100m year 0.3147204 +so innertropics 1000m MAM 0.14165802 +so innertropics 1000m JJA 0.14208363 +so innertropics 1000m SON 0.14193957 +so innertropics 1000m DJF 0.14181451 +so innertropics 1000m year 0.14185165 so nino34 10m MAM 0.278462 so nino34 10m JJA 0.24272725 so nino34 10m SON 0.22056039 so nino34 10m DJF 0.25123337 +so nino34 10m year 0.24398963 so nino34 100m MAM 0.41689664 so nino34 100m JJA 0.38674325 so nino34 100m SON 0.3546024 so nino34 100m DJF 0.3439972 -so nino34 1000m MAM 0.08022496 -so nino34 1000m JJA 0.08524084 -so nino34 1000m SON 0.08096186 -so nino34 1000m DJF 0.075481445 +so nino34 100m year 0.37555987 +so nino34 1000m MAM 0.08022381 +so nino34 1000m JJA 0.085240014 +so nino34 1000m SON 0.08096065 +so nino34 1000m DJF 0.075480394 +so nino34 1000m year 0.08047622 so southmid 10m MAM 0.26345712 so southmid 10m JJA 0.26090923 so southmid 10m SON 0.26407263 so southmid 10m DJF 0.26298526 +so southmid 10m year 0.26054895 so southmid 100m MAM 0.24974316 so southmid 100m JJA 0.25160214 so southmid 100m SON 0.25319254 so southmid 100m DJF 0.24777652 -so southmid 1000m MAM 0.063168876 -so southmid 1000m JJA 0.063862205 -so southmid 1000m SON 0.0641581 -so southmid 1000m DJF 0.06372275 +so southmid 100m year 0.24917203 +so southmid 1000m MAM 0.06316921 +so southmid 1000m JJA 0.06386256 +so southmid 1000m SON 0.064158484 +so southmid 1000m DJF 0.063723035 +so southmid 1000m year 0.063529834 so antarctic 10m MAM 0.36088175 so antarctic 10m JJA 0.26911062 so antarctic 10m SON 0.25900057 so antarctic 10m DJF 0.40273863 +so antarctic 10m year 0.31878743 so antarctic 100m MAM 0.35508257 so antarctic 100m JJA 0.3488731 so antarctic 100m SON 0.31748262 so antarctic 100m DJF 0.31827924 -so antarctic 1000m MAM 0.052189246 -so antarctic 1000m JJA 0.052676387 -so antarctic 1000m SON 0.054215133 -so antarctic 1000m DJF 0.054388095 +so antarctic 100m year 0.33360645 +so antarctic 1000m MAM 0.052189674 +so antarctic 1000m JJA 0.05267689 +so antarctic 1000m SON 0.054215543 +so antarctic 1000m DJF 0.054388512 +so antarctic 1000m year 0.05313065 diff --git a/eval/NCEP2/ICON-ESM-LR.csv b/eval/NCEP2/ICON-ESM-LR.csv index 1c02176..f551a1f 100644 --- a/eval/NCEP2/ICON-ESM-LR.csv +++ b/eval/NCEP2/ICON-ESM-LR.csv @@ -1,577 +1,1981 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 13.554985654908666 -siconc glob surface JJA 25.125069811656484 -siconc glob surface SON 29.84485608348218 -siconc glob surface DJF 14.10656327421524 -siconc arctic surface MAM 6.4458662851824995 -siconc arctic surface JJA 36.76683071073428 -siconc arctic surface SON 40.64575867675978 -siconc arctic surface DJF 4.925881566144214 -siconc northmid surface MAM 13.00571283952879 -siconc northmid surface JJA 9.545951404423825 -siconc northmid surface SON 5.590155363150274 -siconc northmid surface DJF 17.466547876440057 +siconc Atlantic_Basin surface MAM 12.28831598310101 +siconc Atlantic_Basin surface JJA 22.699138713492044 +siconc Atlantic_Basin surface SON 23.866167414197957 +siconc Atlantic_Basin surface DJF 10.622392149205789 +siconc Atlantic_Basin surface year 14.135547158538996 +siconc Pacific_Basin surface MAM 14.693209753852374 +siconc Pacific_Basin surface JJA 3.864926740086805 +siconc Pacific_Basin surface SON 7.093506341558686 +siconc Pacific_Basin surface DJF 18.748470258339026 +siconc Pacific_Basin surface year 8.553356482624059 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 5.181765653169298 +siconc Arctic_Basin surface JJA 40.619573384497954 +siconc Arctic_Basin surface SON 45.599788978828876 +siconc Arctic_Basin surface DJF 3.8104471950035226 +siconc Arctic_Basin surface year 22.80606462196107 +siconc Southern_Ocean_Basin surface MAM 24.938897108606312 +siconc Southern_Ocean_Basin surface JJA 12.990646813217266 +siconc Southern_Ocean_Basin surface SON 19.14424601187187 +siconc Southern_Ocean_Basin surface DJF 26.47014700780375 +siconc Southern_Ocean_Basin surface year 18.091932842920517 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 17.02571838378907 +siconc Asia surface JJA 25.466139450073243 +siconc Asia surface SON 34.41979179382324 +siconc Asia surface DJF 11.367425994873052 +siconc Asia surface year 22.068516998291017 +siconc North_America surface MAM 14.288285909195745 +siconc North_America surface JJA 20.028643124898277 +siconc North_America surface SON 23.118618812561035 +siconc North_America surface DJF 4.71271511395772 +siconc North_America surface year 14.975556043783824 +siconc Europe surface MAM nan +siconc Europe surface JJA nan +siconc Europe surface SON nan +siconc Europe surface DJF nan +siconc Europe surface year nan +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 4.264389419555664 +siconc Antarctica surface JJA 17.88185791015625 +siconc Antarctica surface SON 0.2950419998168954 +siconc Antarctica surface DJF 0.4594692490436137 +siconc Antarctica surface year 3.2182389450073234 +siconc glob surface MAM 13.62849793196259 +siconc glob surface JJA 25.83792097051434 +siconc glob surface SON 30.966521673189217 +siconc glob surface DJF 14.059847498276833 +siconc glob surface year 19.130827257353573 +siconc arctic surface MAM 6.528169376618873 +siconc arctic surface JJA 37.864117427976296 +siconc arctic surface SON 42.462609913345425 +siconc arctic surface DJF 4.93428086924195 +siconc arctic surface year 21.524225835208053 +siconc northmid surface MAM 12.281623153011385 +siconc northmid surface JJA 9.65078140488374 +siconc northmid surface SON 5.6790770886810105 +siconc northmid surface DJF 16.529350157771432 +siconc northmid surface year 8.342192278168616 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan -siconc southmid surface MAM 4.993617088270187 -siconc southmid surface JJA 13.010836456748946 -siconc southmid surface SON 16.668948791120407 -siconc southmid surface DJF 6.310468669698379 -siconc antarctic surface MAM 26.308712837200666 -siconc antarctic surface JJA 11.393255686028477 -siconc antarctic surface SON 18.544243503716874 -siconc antarctic surface DJF 29.753003819996298 -tas glob surface MAM 2.342314 -tas glob surface JJA 2.5975158 -tas glob surface SON 2.8173118 -tas glob surface DJF 2.256688 -tas arctic surface MAM 3.287798 -tas arctic surface JJA 1.1901822 -tas arctic surface SON 4.9661517 -tas arctic surface DJF 5.3362727 -tas northmid surface MAM 2.5740309 -tas northmid surface JJA 3.6557698 -tas northmid surface SON 2.3496706 -tas northmid surface DJF 2.4685462 -tas tropics surface MAM 1.3427391 -tas tropics surface JJA 1.332056 -tas tropics surface SON 1.3908352 -tas tropics surface DJF 1.2018745 -tas innertropics surface MAM 1.1891958 -tas innertropics surface JJA 1.1355959 -tas innertropics surface SON 1.230546 -tas innertropics surface DJF 1.0873331 -tas nino34 surface MAM 3.599494 -tas nino34 surface JJA 1.7289126 -tas nino34 surface SON 0.9861549 -tas nino34 surface DJF 2.0266938 -tas southmid surface MAM 0.9470749 -tas southmid surface JJA 1.2526441 -tas southmid surface SON 1.3115711 -tas southmid surface DJF 1.0041525 -tas antarctic surface MAM 4.790838 -tas antarctic surface JJA 7.1019397 -tas antarctic surface SON 5.9302907 -tas antarctic surface DJF 2.5257363 -clt glob surface MAM 18.02975 -clt glob surface JJA 16.464884 -clt glob surface SON 15.748979 -clt glob surface DJF 18.117012 -clt arctic surface MAM 25.463217 -clt arctic surface JJA 13.028038 -clt arctic surface SON 18.061325 -clt arctic surface DJF 25.836561 -clt northmid surface MAM 11.851975 -clt northmid surface JJA 11.012475 -clt northmid surface SON 10.9149885 -clt northmid surface DJF 18.265728 -clt tropics surface MAM 14.30835 -clt tropics surface JJA 14.819823 -clt tropics surface SON 14.027264 -clt tropics surface DJF 17.082718 +siconc nino34 surface year nan +siconc southmid surface MAM 4.995839417648315 +siconc southmid surface JJA 12.927688795900268 +siconc southmid surface SON 16.82738404283284 +siconc southmid surface DJF 6.310467942572301 +siconc southmid surface year 10.028350243529003 +siconc antarctic surface MAM 26.508741825797618 +siconc antarctic surface JJA 11.755918222677387 +siconc antarctic surface SON 18.91140166406443 +siconc antarctic surface DJF 29.805150758910553 +siconc antarctic surface year 20.64176328993457 +tas Atlantic_Basin surface MAM 1.8815917 +tas Atlantic_Basin surface JJA 1.4426287 +tas Atlantic_Basin surface SON 1.6313155 +tas Atlantic_Basin surface DJF 2.1727111 +tas Atlantic_Basin surface year 1.6477383 +tas Pacific_Basin surface MAM 1.8104846 +tas Pacific_Basin surface JJA 1.4430208 +tas Pacific_Basin surface SON 1.5557091 +tas Pacific_Basin surface DJF 1.7865859 +tas Pacific_Basin surface year 1.5255257 +tas Indian_Basin surface MAM 1.708856 +tas Indian_Basin surface JJA 1.2752224 +tas Indian_Basin surface SON 1.4253286 +tas Indian_Basin surface DJF 1.4033134 +tas Indian_Basin surface year 1.3796922 +tas Arctic_Basin surface MAM 2.5479207 +tas Arctic_Basin surface JJA 1.196452 +tas Arctic_Basin surface SON 5.449975 +tas Arctic_Basin surface DJF 4.5474863 +tas Arctic_Basin surface year 2.8731296 +tas Southern_Ocean_Basin surface MAM 1.6321591 +tas Southern_Ocean_Basin surface JJA 1.4402533 +tas Southern_Ocean_Basin surface SON 1.299724 +tas Southern_Ocean_Basin surface DJF 0.92690295 +tas Southern_Ocean_Basin surface year 1.1897322 +tas Mediterranean_Basin surface MAM 1.9921689 +tas Mediterranean_Basin surface JJA 6.2433023 +tas Mediterranean_Basin surface SON 2.5655022 +tas Mediterranean_Basin surface DJF 0.8251265 +tas Mediterranean_Basin surface year 2.5159934 +tas Asia surface MAM 2.688707 +tas Asia surface JJA 3.6592772 +tas Asia surface SON 2.5492296 +tas Asia surface DJF 2.744871 +tas Asia surface year 2.2790282 +tas North_America surface MAM 3.092636 +tas North_America surface JJA 2.9418333 +tas North_America surface SON 2.3044643 +tas North_America surface DJF 4.006682 +tas North_America surface year 2.2408864 +tas Europe surface MAM 3.1529598 +tas Europe surface JJA 4.2373247 +tas Europe surface SON 1.8798107 +tas Europe surface DJF 1.8224878 +tas Europe surface year 2.0827794 +tas Africa surface MAM 1.481227 +tas Africa surface JJA 2.1457996 +tas Africa surface SON 1.6688335 +tas Africa surface DJF 1.7126229 +tas Africa surface year 1.2661651 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+thetao North_America 1000m JJA 2.334789 +thetao North_America 1000m SON 2.3997679 +thetao North_America 1000m DJF 2.3742568 +thetao North_America 1000m year 2.367234 +thetao Europe 10m MAM 1.3601751 +thetao Europe 10m JJA 1.9838758 +thetao Europe 10m SON 1.7980945 +thetao Europe 10m DJF 1.593085 +thetao Europe 10m year 1.4890797 +thetao Europe 100m MAM 0.91221476 +thetao Europe 100m JJA 0.80960256 +thetao Europe 100m SON 0.7207038 +thetao Europe 100m DJF 0.7649678 +thetao Europe 100m year 0.7635413 +thetao Europe 1000m MAM 0.44485772 +thetao Europe 1000m JJA 0.44912112 +thetao Europe 1000m SON 0.44872534 +thetao Europe 1000m DJF 0.44258356 +thetao Europe 1000m year 0.44632494 +thetao Africa 10m MAM 3.6603954 +thetao Africa 10m JJA 4.1792965 +thetao Africa 10m SON 3.484877 +thetao Africa 10m DJF 3.1573677 +thetao Africa 10m year 3.4428513 +thetao Africa 100m MAM 1.4564798 +thetao Africa 100m JJA 1.1033803 +thetao Africa 100m SON 1.4385315 +thetao Africa 100m DJF 1.5789423 +thetao Africa 100m year 1.3927873 +thetao Africa 1000m MAM 2.3680737 +thetao Africa 1000m JJA 2.3360932 +thetao Africa 1000m SON 2.3243961 +thetao Africa 1000m DJF 2.4012003 +thetao Africa 1000m year 2.357441 +thetao South_America 10m MAM 2.8150823 +thetao South_America 10m JJA 1.9925145 +thetao South_America 10m SON 2.006983 +thetao South_America 10m DJF 2.2899761 +thetao South_America 10m year 1.8717659 +thetao South_America 100m MAM 4.382474 +thetao South_America 100m JJA 4.3695946 +thetao South_America 100m SON 4.09299 +thetao South_America 100m DJF 4.2915697 +thetao South_America 100m year 4.2841616 +thetao South_America 1000m MAM 2.1448998 +thetao South_America 1000m JJA 2.1303616 +thetao South_America 1000m SON 2.100223 +thetao South_America 1000m DJF 2.1583686 +thetao South_America 1000m year 2.1334596 +thetao Oceania 10m MAM 1.6769222 +thetao Oceania 10m JJA 0.78760016 +thetao Oceania 10m SON 0.62366086 +thetao Oceania 10m DJF 1.5994694 +thetao Oceania 10m year 0.86656225 +thetao Oceania 100m MAM 2.5025535 +thetao Oceania 100m JJA 2.3047686 +thetao Oceania 100m SON 2.0206826 +thetao Oceania 100m DJF 2.344817 +thetao Oceania 100m year 2.2932081 +thetao Oceania 1000m MAM 2.4218273 +thetao Oceania 1000m JJA 2.3990905 +thetao Oceania 1000m SON 2.3933146 +thetao Oceania 1000m DJF 2.432455 +thetao Oceania 1000m year 2.4116795 +thetao Australia 10m MAM 2.1567192 +thetao Australia 10m JJA 0.72499645 +thetao Australia 10m SON 0.94357383 +thetao Australia 10m DJF 2.7424197 +thetao Australia 10m year 1.5422559 +thetao Australia 100m MAM 0.38285637 +thetao Australia 100m JJA 1.2475325 +thetao Australia 100m SON 1.5290858 +thetao Australia 100m DJF 0.69210786 +thetao Australia 100m year 0.8395319 +thetao Australia 1000m MAM nan +thetao Australia 1000m JJA nan +thetao Australia 1000m SON nan +thetao Australia 1000m DJF nan +thetao Australia 1000m year nan +thetao Antarctica 10m MAM 0.8271635 +thetao Antarctica 10m JJA 0.24465343 +thetao Antarctica 10m SON 0.26394302 +thetao Antarctica 10m DJF 2.0489779 +thetao Antarctica 10m year 0.6883644 +thetao Antarctica 100m MAM 0.5328008 +thetao Antarctica 100m JJA 0.32865223 +thetao Antarctica 100m SON 0.36412168 +thetao Antarctica 100m DJF 0.28515908 +thetao Antarctica 100m year 0.22357531 +thetao Antarctica 1000m MAM 0.24449769 +thetao Antarctica 1000m JJA 0.33060402 +thetao Antarctica 1000m SON 0.3101278 +thetao Antarctica 1000m DJF 0.22248226 +thetao Antarctica 1000m year 0.2769432 +thetao glob 10m MAM 1.193277 +thetao glob 10m JJA 1.0716249 +thetao glob 10m SON 1.0741249 +thetao glob 10m DJF 1.2144291 +thetao glob 10m year 0.96319586 +thetao glob 100m MAM 2.1882594 thetao glob 100m JJA 2.214944 -thetao glob 100m SON 2.1674504 -thetao glob 100m DJF 2.1949852 +thetao glob 100m SON 2.16745 +thetao glob 100m DJF 2.1949847 +thetao glob 100m year 2.1490533 thetao glob 1000m MAM 1.8413597 -thetao glob 1000m JJA 1.8364153 +thetao glob 1000m JJA 1.836415 thetao glob 1000m SON 1.8392521 -thetao glob 1000m DJF 1.8464553 -thetao arctic 10m MAM 0.8273751 -thetao arctic 10m JJA 0.70303607 -thetao arctic 10m SON 0.70123214 -thetao arctic 10m DJF 0.8349742 -thetao arctic 100m MAM 0.9467943 -thetao arctic 100m JJA 0.8786753 -thetao arctic 100m SON 0.88980216 -thetao arctic 100m DJF 0.86311615 -thetao arctic 1000m MAM 0.5908576 -thetao arctic 1000m JJA 0.5746957 -thetao arctic 1000m SON 0.57887065 -thetao arctic 1000m DJF 0.5963296 -thetao northmid 10m MAM 2.2308362 +thetao glob 1000m DJF 1.8464549 +thetao glob 1000m year 1.8407868 +thetao arctic 10m MAM 0.8273734 +thetao arctic 10m JJA 0.7030393 +thetao arctic 10m SON 0.70123565 +thetao arctic 10m DJF 0.8349731 +thetao arctic 10m year 0.6169812 +thetao arctic 100m MAM 0.9467936 +thetao arctic 100m JJA 0.8786724 +thetao arctic 100m SON 0.88979846 +thetao arctic 100m DJF 0.86311287 +thetao arctic 100m year 0.84342736 +thetao arctic 1000m MAM 0.59085506 +thetao arctic 1000m JJA 0.5746934 +thetao arctic 1000m SON 0.5788682 +thetao arctic 1000m DJF 0.5963267 +thetao arctic 1000m year 0.5846227 +thetao northmid 10m MAM 2.230836 thetao northmid 10m JJA 1.9393187 -thetao northmid 10m SON 1.822155 -thetao northmid 10m DJF 2.048504 +thetao northmid 10m SON 1.8221548 +thetao northmid 10m DJF 2.0485044 +thetao northmid 10m year 1.897844 thetao northmid 100m MAM 2.0045772 thetao northmid 100m JJA 2.114132 -thetao northmid 100m SON 2.3523045 +thetao northmid 100m SON 2.3523042 thetao northmid 100m DJF 2.2015252 +thetao northmid 100m year 2.1443532 thetao northmid 1000m MAM 2.090715 thetao northmid 1000m JJA 2.0856855 thetao northmid 1000m SON 2.0930219 -thetao northmid 1000m DJF 2.0952756 +thetao northmid 1000m DJF 2.0952754 +thetao northmid 1000m year 2.0911744 thetao tropics 10m MAM 1.2325251 thetao tropics 10m JJA 1.0681397 thetao tropics 10m SON 1.0773782 -thetao tropics 10m DJF 1.1495241 +thetao tropics 10m DJF 1.1495242 +thetao tropics 10m year 0.921038 thetao tropics 100m MAM 3.5489676 thetao tropics 100m JJA 3.7250443 -thetao tropics 100m SON 3.6190784 -thetao tropics 100m DJF 3.6380389 +thetao tropics 100m SON 3.6190789 +thetao tropics 100m DJF 3.6380386 +thetao tropics 100m year 3.5686498 thetao tropics 1000m MAM 2.4646308 -thetao tropics 1000m JJA 2.4566686 +thetao tropics 1000m JJA 2.4566689 thetao tropics 1000m SON 2.4607134 thetao tropics 1000m DJF 2.4692965 +thetao tropics 1000m year 2.4628277 thetao innertropics 10m MAM 1.234387 -thetao innertropics 10m JJA 1.1200932 +thetao innertropics 10m JJA 1.1200931 thetao innertropics 10m SON 1.057456 thetao innertropics 10m DJF 1.0784999 +thetao innertropics 10m year 0.94153637 thetao innertropics 100m MAM 4.163159 thetao innertropics 100m JJA 4.4041047 thetao innertropics 100m SON 4.491071 thetao innertropics 100m DJF 4.439375 +thetao innertropics 100m year 4.288669 thetao innertropics 1000m MAM 2.5842478 thetao innertropics 1000m JJA 2.581045 thetao innertropics 1000m SON 2.5852373 thetao innertropics 1000m DJF 2.5882745 +thetao innertropics 1000m year 2.584701 thetao nino34 10m MAM 2.7901502 thetao nino34 10m JJA 1.7624748 thetao nino34 10m SON 1.2263339 thetao nino34 10m DJF 1.8497034 +thetao nino34 10m year 1.905714 thetao nino34 100m MAM 3.0559688 thetao nino34 100m JJA 3.67263 thetao nino34 100m SON 5.962727 -thetao nino34 100m DJF 6.2469177 +thetao nino34 100m DJF 6.2469172 +thetao nino34 100m year 4.73456 thetao nino34 1000m MAM 2.4723485 thetao nino34 1000m JJA 2.5041454 thetao nino34 1000m SON 2.478134 thetao nino34 1000m DJF 2.4774725 +thetao nino34 1000m year 2.4830253 thetao southmid 10m MAM 1.0844452 thetao southmid 10m JJA 1.1175369 thetao southmid 10m SON 1.2189772 thetao southmid 10m DJF 1.1240621 +thetao southmid 10m year 0.98371303 thetao southmid 100m MAM 1.6405221 thetao southmid 100m JJA 1.4355965 thetao southmid 100m SON 1.3141794 thetao southmid 100m DJF 1.4848228 +thetao southmid 100m year 1.4478346 thetao southmid 1000m MAM 1.5795833 thetao southmid 1000m JJA 1.5798552 thetao southmid 1000m SON 1.5805776 thetao southmid 1000m DJF 1.5875151 +thetao southmid 1000m year 1.5818615 thetao antarctic 10m MAM 0.57309556 thetao antarctic 10m JJA 0.44331285 -thetao antarctic 10m SON 0.3387892 -thetao antarctic 10m DJF 1.2577612 -thetao antarctic 100m MAM 0.5013906 -thetao antarctic 100m JJA 0.5560866 -thetao antarctic 100m SON 0.51829845 -thetao antarctic 100m DJF 0.48003206 +thetao antarctic 10m SON 0.33878925 +thetao antarctic 10m DJF 1.2577615 +thetao antarctic 10m year 0.43693614 +thetao antarctic 100m MAM 0.5013912 +thetao antarctic 100m JJA 0.55608714 +thetao antarctic 100m SON 0.51829886 +thetao antarctic 100m DJF 0.4800325 +thetao antarctic 100m year 0.48609442 thetao antarctic 1000m MAM 0.79596704 thetao antarctic 1000m JJA 0.80766374 thetao antarctic 1000m SON 0.8021733 thetao antarctic 1000m DJF 0.7942716 -so glob 10m MAM 0.80928946 -so glob 10m JJA 0.9210215 -so glob 10m SON 0.94326943 -so glob 10m DJF 0.87935174 -so glob 100m MAM 0.38937727 -so glob 100m JJA 0.3874873 -so glob 100m SON 0.3828984 -so glob 100m DJF 0.39078555 -so glob 1000m MAM 0.119033605 +thetao antarctic 1000m year 0.79973924 +so Atlantic_Basin 10m MAM 0.9917073 +so Atlantic_Basin 10m JJA 1.1701709 +so Atlantic_Basin 10m SON 1.1321918 +so Atlantic_Basin 10m DJF 0.98474544 +so Atlantic_Basin 10m year 1.0523043 +so Atlantic_Basin 100m MAM 0.49239126 +so Atlantic_Basin 100m JJA 0.49194148 +so Atlantic_Basin 100m SON 0.4846384 +so Atlantic_Basin 100m DJF 0.4894111 +so Atlantic_Basin 100m year 0.4866205 +so Atlantic_Basin 1000m MAM 0.1985525 +so Atlantic_Basin 1000m JJA 0.19760625 +so Atlantic_Basin 1000m SON 0.1971055 +so Atlantic_Basin 1000m DJF 0.19786528 +so Atlantic_Basin 1000m year 0.19776785 +so Pacific_Basin 10m MAM 0.45188415 +so Pacific_Basin 10m JJA 0.47082603 +so Pacific_Basin 10m SON 0.50853556 +so Pacific_Basin 10m DJF 0.45894378 +so Pacific_Basin 10m year 0.44385433 +so Pacific_Basin 100m MAM 0.39392564 +so Pacific_Basin 100m JJA 0.38871872 +so Pacific_Basin 100m SON 0.3886362 +so Pacific_Basin 100m DJF 0.3919693 +so Pacific_Basin 100m year 0.3869862 +so Pacific_Basin 1000m MAM 0.056371536 +so Pacific_Basin 1000m JJA 0.056783658 +so Pacific_Basin 1000m SON 0.056958158 +so Pacific_Basin 1000m DJF 0.05683301 +so Pacific_Basin 1000m year 0.056638565 +so Indian_Basin 10m MAM 0.6599904 +so Indian_Basin 10m JJA 0.6401028 +so Indian_Basin 10m SON 0.6341481 +so Indian_Basin 10m DJF 0.61332524 +so Indian_Basin 10m year 0.63327014 +so Indian_Basin 100m MAM 0.33272144 +so Indian_Basin 100m JJA 0.33559105 +so Indian_Basin 100m SON 0.3531717 +so Indian_Basin 100m DJF 0.3635412 +so Indian_Basin 100m year 0.34011927 +so Indian_Basin 1000m MAM 0.16354284 +so Indian_Basin 1000m JJA 0.1657066 +so Indian_Basin 1000m SON 0.16502109 +so Indian_Basin 1000m DJF 0.16444893 +so Indian_Basin 1000m year 0.16456656 +so Arctic_Basin 10m MAM 2.04963 +so Arctic_Basin 10m JJA 2.753127 +so Arctic_Basin 10m SON 2.797109 +so Arctic_Basin 10m DJF 2.3760724 +so Arctic_Basin 10m year 2.4497213 +so Arctic_Basin 100m MAM 0.708196 +so Arctic_Basin 100m JJA 0.6977938 +so Arctic_Basin 100m SON 0.64649403 +so Arctic_Basin 100m DJF 0.7066298 +so Arctic_Basin 100m year 0.688512 +so Arctic_Basin 1000m MAM 0.0716191 +so Arctic_Basin 1000m JJA 0.077417396 +so Arctic_Basin 1000m SON 0.077764094 +so Arctic_Basin 1000m DJF 0.06816008 +so Arctic_Basin 1000m year 0.073740125 +so Southern_Ocean_Basin 10m MAM 0.460629 +so Southern_Ocean_Basin 10m JJA 0.4223734 +so Southern_Ocean_Basin 10m SON 0.47023377 +so Southern_Ocean_Basin 10m DJF 0.59867644 +so Southern_Ocean_Basin 10m year 0.47700384 +so Southern_Ocean_Basin 100m MAM 0.180894 +so Southern_Ocean_Basin 100m JJA 0.18180859 +so Southern_Ocean_Basin 100m SON 0.1821513 +so Southern_Ocean_Basin 100m DJF 0.17932574 +so Southern_Ocean_Basin 100m year 0.1785882 +so Southern_Ocean_Basin 1000m MAM 0.13579647 +so Southern_Ocean_Basin 1000m JJA 0.13603193 +so Southern_Ocean_Basin 1000m SON 0.137053 +so Southern_Ocean_Basin 1000m DJF 0.13802084 +so Southern_Ocean_Basin 1000m year 0.13667527 +so Mediterranean_Basin 10m MAM 1.8827869 +so Mediterranean_Basin 10m JJA 1.9553314 +so Mediterranean_Basin 10m SON 1.8622719 +so Mediterranean_Basin 10m DJF 1.7911038 +so Mediterranean_Basin 10m year 1.8728733 +so Mediterranean_Basin 100m MAM 1.0909315 +so Mediterranean_Basin 100m JJA 1.0648136 +so Mediterranean_Basin 100m SON 1.078966 +so Mediterranean_Basin 100m DJF 1.0918894 +so Mediterranean_Basin 100m year 1.0816504 +so Mediterranean_Basin 1000m MAM 0.5385478 +so Mediterranean_Basin 1000m JJA 0.53180826 +so Mediterranean_Basin 1000m SON 0.5380475 +so Mediterranean_Basin 1000m DJF 0.544333 +so Mediterranean_Basin 1000m year 0.5380229 +so Asia 10m MAM 1.1496222 +so Asia 10m JJA 1.3219136 +so Asia 10m SON 1.5060931 +so Asia 10m DJF 1.3214285 +so Asia 10m year 1.2359976 +so Asia 100m MAM 0.49579382 +so Asia 100m JJA 0.530684 +so Asia 100m SON 0.5441036 +so Asia 100m DJF 0.44658184 +so Asia 100m year 0.48756313 +so Asia 1000m MAM 0.10189247 +so Asia 1000m JJA 0.09959183 +so Asia 1000m SON 0.10641289 +so Asia 1000m DJF 0.10597801 +so Asia 1000m year 0.10346909 +so North_America 10m MAM 2.457375 +so North_America 10m JJA 2.9682572 +so North_America 10m SON 2.8614366 +so North_America 10m DJF 2.385433 +so North_America 10m year 2.6566198 +so North_America 100m MAM 0.81757563 +so North_America 100m JJA 0.827175 +so North_America 100m SON 0.77921796 +so North_America 100m DJF 0.79530436 +so North_America 100m year 0.79932654 +so North_America 1000m MAM 0.036193848 +so North_America 1000m JJA 0.036967594 +so North_America 1000m SON 0.033691406 +so North_America 1000m DJF 0.03576724 +so North_America 1000m year 0.035528183 +so Europe 10m MAM 2.577992 +so Europe 10m JJA 2.8308866 +so Europe 10m SON 2.883109 +so Europe 10m DJF 2.6925485 +so Europe 10m year 2.7253504 +so Europe 100m MAM 0.63647574 +so Europe 100m JJA 0.62655276 +so Europe 100m SON 0.6579761 +so Europe 100m DJF 0.64916974 +so Europe 100m year 0.6406038 +so Europe 1000m MAM 0.675004 +so Europe 1000m JJA 0.6733446 +so Europe 1000m SON 0.6766095 +so Europe 1000m DJF 0.68208694 +so Europe 1000m year 0.6767607 +so Africa 10m MAM 0.9563166 +so Africa 10m JJA 0.9125234 +so Africa 10m SON 1.1739757 +so Africa 10m DJF 1.199088 +so Africa 10m year 1.0546429 +so Africa 100m MAM 0.29095268 +so Africa 100m JJA 0.27038717 +so Africa 100m SON 0.30324984 +so Africa 100m DJF 0.31015158 +so Africa 100m year 0.29368544 +so Africa 1000m MAM 0.08400345 +so Africa 1000m JJA 0.09395599 +so Africa 1000m SON 0.093652725 +so Africa 1000m DJF 0.090322495 +so Africa 1000m year 0.09048462 +so South_America 10m MAM 0.6436691 +so South_America 10m JJA 0.44874325 +so South_America 10m SON 0.43892658 +so South_America 10m DJF 0.55852926 +so South_America 10m year 0.5113239 +so South_America 100m MAM 0.38123226 +so South_America 100m JJA 0.36679316 +so South_America 100m SON 0.387743 +so South_America 100m DJF 0.37705803 +so South_America 100m year 0.37820625 +so South_America 1000m MAM 0.021249771 +so South_America 1000m JJA 0.032280922 +so South_America 1000m SON 0.031520844 +so South_America 1000m DJF 0.020391464 +so South_America 1000m year 0.026360512 +so Oceania 10m MAM 0.6563133 +so Oceania 10m JJA 0.5560852 +so Oceania 10m SON 0.55437547 +so Oceania 10m DJF 0.7744133 +so Oceania 10m year 0.63529587 +so Oceania 100m MAM 0.24324131 +so Oceania 100m JJA 0.23788929 +so Oceania 100m SON 0.22219658 +so Oceania 100m DJF 0.2567339 +so Oceania 100m year 0.22668171 +so Oceania 1000m MAM 0.067801155 +so Oceania 1000m JJA 0.062745415 +so Oceania 1000m SON 0.055834454 +so Oceania 1000m DJF 0.06224187 +so Oceania 1000m year 0.062154133 +so Australia 10m MAM 0.98803586 +so Australia 10m JJA 1.0239754 +so Australia 10m SON 1.0541248 +so Australia 10m DJF 1.0415335 +so Australia 10m year 1.0269179 +so Australia 100m MAM 0.28831482 +so Australia 100m JJA 0.6605632 +so Australia 100m SON 0.60134 +so Australia 100m DJF 0.3905932 +so Australia 100m year 0.4852028 +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 4.343316 +so Antarctica 10m JJA 3.947707 +so Antarctica 10m SON 4.0813904 +so Antarctica 10m DJF 4.2639346 +so Antarctica 10m year 4.159087 +so Antarctica 100m MAM 0.32413736 +so Antarctica 100m JJA 0.31510672 +so Antarctica 100m SON 0.34320068 +so Antarctica 100m DJF 0.30324936 +so Antarctica 100m year 0.32142386 +so Antarctica 1000m MAM 0.14128876 +so Antarctica 1000m JJA 0.120075226 +so Antarctica 1000m SON 0.12972641 +so Antarctica 1000m DJF 0.14867401 +so Antarctica 1000m year 0.1349411 +so glob 10m MAM 0.80928856 +so glob 10m JJA 0.92102116 +so glob 10m SON 0.9432698 +so glob 10m DJF 0.87935156 +so glob 10m year 0.86718166 +so glob 100m MAM 0.3893766 +so glob 100m JJA 0.38748658 +so glob 100m SON 0.38289797 +so glob 100m DJF 0.39078486 +so glob 100m year 0.3843502 +so glob 1000m MAM 0.119033575 so glob 1000m JJA 0.11976901 -so glob 1000m SON 0.11999613 +so glob 1000m SON 0.11999612 so glob 1000m DJF 0.119541004 -so arctic 10m MAM 2.048045 -so arctic 10m JJA 2.6839726 -so arctic 10m SON 2.670822 -so arctic 10m DJF 2.2701335 -so arctic 100m MAM 0.63087463 -so arctic 100m JJA 0.627386 -so arctic 100m SON 0.5891663 -so arctic 100m DJF 0.633018 -so arctic 1000m MAM 0.089152634 -so arctic 1000m JJA 0.09441496 -so arctic 1000m SON 0.0948475 -so arctic 1000m DJF 0.085738786 +so glob 1000m year 0.1195211 +so arctic 10m MAM 2.0480423 +so arctic 10m JJA 2.6839721 +so arctic 10m SON 2.670825 +so arctic 10m DJF 2.2701352 +so arctic 10m year 2.3801692 +so arctic 100m MAM 0.6308696 +so arctic 100m JJA 0.62738085 +so arctic 100m SON 0.5891633 +so arctic 100m DJF 0.63301307 +so arctic 100m year 0.6182391 +so arctic 1000m MAM 0.08915252 +so arctic 1000m JJA 0.09441491 +so arctic 1000m SON 0.094847456 +so arctic 1000m DJF 0.08573879 +so arctic 1000m year 0.09103837 so northmid 10m MAM 0.94019544 so northmid 10m JJA 1.0522898 so northmid 10m SON 1.0734957 -so northmid 10m DJF 0.95560366 +so northmid 10m DJF 0.9556036 +so northmid 10m year 0.9878385 so northmid 100m MAM 0.5972568 so northmid 100m JJA 0.5844039 so northmid 100m SON 0.5797603 so northmid 100m DJF 0.590945 +so northmid 100m year 0.58496284 so northmid 1000m MAM 0.1721321 so northmid 1000m JJA 0.17203188 so northmid 1000m SON 0.17343786 so northmid 1000m DJF 0.17519416 +so northmid 1000m year 0.17319202 so tropics 10m MAM 0.5516594 -so tropics 10m JJA 0.5705186 +so tropics 10m JJA 0.57051855 so tropics 10m SON 0.5884065 so tropics 10m DJF 0.5360319 +so tropics 10m year 0.53669626 so tropics 100m MAM 0.4012423 -so tropics 100m JJA 0.4013527 +so tropics 100m JJA 0.40135267 so tropics 100m SON 0.40861398 so tropics 100m DJF 0.41196817 +so tropics 100m year 0.40088955 so tropics 1000m MAM 0.0983601 so tropics 1000m JJA 0.09904752 so tropics 1000m SON 0.09846896 so tropics 1000m DJF 0.09817055 +so tropics 1000m year 0.09839789 so innertropics 10m MAM 0.56694776 so innertropics 10m JJA 0.61638546 so innertropics 10m SON 0.6448953 so innertropics 10m DJF 0.55078876 -so innertropics 100m MAM 0.4310772 -so innertropics 100m JJA 0.41505802 +so innertropics 10m year 0.5565709 +so innertropics 100m MAM 0.43107718 +so innertropics 100m JJA 0.415058 so innertropics 100m SON 0.42481658 so innertropics 100m DJF 0.4383847 +so innertropics 100m year 0.42238358 so innertropics 1000m MAM 0.10746205 so innertropics 1000m JJA 0.108452156 -so innertropics 1000m SON 0.10822684 +so innertropics 1000m SON 0.10822686 so innertropics 1000m DJF 0.10755095 +so innertropics 1000m year 0.10781163 so nino34 10m MAM 0.22419952 so nino34 10m JJA 0.25238153 so nino34 10m SON 0.19517228 so nino34 10m DJF 0.14231867 +so nino34 10m year 0.20233901 so nino34 100m MAM 0.22263311 so nino34 100m JJA 0.23427118 so nino34 100m SON 0.25044218 so nino34 100m DJF 0.26075667 +so nino34 100m year 0.23824482 so nino34 1000m MAM 0.028857803 so nino34 1000m JJA 0.03325186 so nino34 1000m SON 0.032294497 so nino34 1000m DJF 0.029265754 +so nino34 1000m year 0.030917486 so southmid 10m MAM 0.2662241 so southmid 10m JJA 0.26259997 so southmid 10m SON 0.26870507 so southmid 10m DJF 0.27537042 +so southmid 10m year 0.26328972 so southmid 100m MAM 0.22052394 so southmid 100m JJA 0.21922597 so southmid 100m SON 0.22082607 so southmid 100m DJF 0.2203207 +so southmid 100m year 0.217926 so southmid 1000m MAM 0.13332446 so southmid 1000m JJA 0.13339768 so southmid 1000m SON 0.13371576 so southmid 1000m DJF 0.13448605 -so antarctic 10m MAM 1.0008067 -so antarctic 10m JJA 0.90413636 -so antarctic 10m SON 1.0466746 -so antarctic 10m DJF 1.412373 -so antarctic 100m MAM 0.22002803 -so antarctic 100m JJA 0.22309005 -so antarctic 100m SON 0.20762259 -so antarctic 100m DJF 0.20173055 +so southmid 1000m year 0.1336642 +so antarctic 10m MAM 1.000801 +so antarctic 10m JJA 0.904133 +so antarctic 10m SON 1.0466722 +so antarctic 10m DJF 1.4123688 +so antarctic 10m year 1.0690566 +so antarctic 100m MAM 0.22002839 +so antarctic 100m JJA 0.2230901 +so antarctic 100m SON 0.20762272 +so antarctic 100m DJF 0.20173071 +so antarctic 100m year 0.21169958 so antarctic 1000m MAM 0.1275069 so antarctic 1000m JJA 0.12762514 so antarctic 1000m SON 0.12922448 so antarctic 1000m DJF 0.13050042 +so antarctic 1000m year 0.12871426 diff --git a/eval/NCEP2/IITM-ESM.csv b/eval/NCEP2/IITM-ESM.csv index f0ad3e8..428a62a 100644 --- a/eval/NCEP2/IITM-ESM.csv +++ b/eval/NCEP2/IITM-ESM.csv @@ -1,289 +1,881 @@ Variable Region Level Season AbsMeanError -tas glob surface MAM 2.9964118 -tas glob surface JJA 2.4352393 -tas glob surface SON 2.3802223 -tas glob surface DJF 3.2162578 -tas arctic surface MAM 2.74885 -tas arctic surface JJA 1.5581408 -tas arctic surface SON 2.5858881 -tas arctic surface DJF 3.2797902 -tas northmid surface MAM 2.472054 -tas northmid surface JJA 2.0719187 -tas northmid surface SON 1.3381823 -tas northmid surface DJF 2.2402723 -tas tropics surface MAM 1.4285055 -tas tropics surface JJA 1.4646204 -tas tropics surface SON 1.4595004 -tas tropics surface DJF 1.4990515 -tas innertropics surface MAM 1.2811545 -tas innertropics surface JJA 1.3455807 -tas innertropics surface SON 1.3103328 -tas innertropics surface DJF 1.3552567 -tas nino34 surface MAM 0.9092527 -tas nino34 surface JJA 0.73473763 -tas nino34 surface SON 1.0008677 -tas nino34 surface DJF 0.55968803 -tas southmid surface MAM 2.5454004 -tas southmid surface JJA 1.6247474 -tas southmid surface SON 1.6363388 -tas southmid surface DJF 2.8530462 -tas antarctic surface MAM 7.5215716 -tas antarctic surface JJA 6.4900713 -tas antarctic surface SON 5.918303 -tas antarctic surface DJF 8.034534 +tas Atlantic_Basin surface MAM 1.7434108 +tas Atlantic_Basin surface JJA 1.3844835 +tas Atlantic_Basin surface SON 1.0940349 +tas Atlantic_Basin surface DJF 1.7767615 +tas Atlantic_Basin surface year 1.2099401 +tas Pacific_Basin surface MAM 1.2038816 +tas Pacific_Basin surface JJA 1.4013592 +tas Pacific_Basin surface SON 1.1101007 +tas Pacific_Basin surface DJF 1.2420855 +tas Pacific_Basin surface year 1.1665559 +tas Indian_Basin surface MAM 0.75221145 +tas Indian_Basin surface JJA 0.7510428 +tas Indian_Basin surface SON 0.6789977 +tas Indian_Basin surface DJF 0.6840728 +tas Indian_Basin surface year 0.66675633 +tas Arctic_Basin surface MAM 3.5340667 +tas Arctic_Basin surface JJA 0.51248074 +tas Arctic_Basin surface SON 1.42549 +tas Arctic_Basin surface DJF 3.98024 +tas Arctic_Basin surface year 1.6414951 +tas Southern_Ocean_Basin surface MAM 6.069951 +tas Southern_Ocean_Basin surface JJA 5.105062 +tas Southern_Ocean_Basin surface SON 3.908514 +tas Southern_Ocean_Basin surface DJF 5.411184 +tas Southern_Ocean_Basin surface year 5.120348 +tas Mediterranean_Basin surface MAM 1.1614462 +tas Mediterranean_Basin surface JJA 1.0378418 +tas Mediterranean_Basin surface SON 0.91947496 +tas Mediterranean_Basin surface DJF 1.4608977 +tas Mediterranean_Basin surface year 0.94729924 +tas Asia surface MAM 4.3830833 +tas Asia surface JJA 2.3737915 +tas Asia surface SON 2.1684027 +tas Asia surface DJF 3.1960373 +tas Asia surface year 2.8484626 +tas North_America surface MAM 2.5018291 +tas North_America surface JJA 2.201884 +tas North_America surface SON 1.9331917 +tas North_America surface DJF 2.0267031 +tas North_America surface year 1.7456766 +tas Europe surface MAM 4.607035 +tas Europe surface JJA 1.924851 +tas Europe surface SON 1.618258 +tas Europe surface DJF 4.1252522 +tas Europe surface year 2.8594291 +tas Africa surface MAM 1.5190789 +tas Africa surface JJA 1.3819311 +tas Africa surface SON 1.2580707 +tas Africa surface DJF 1.5101205 +tas Africa surface year 1.1613002 +tas South_America surface MAM 2.2564025 +tas South_America surface JJA 1.9907438 +tas South_America surface SON 2.040982 +tas South_America surface DJF 2.4390829 +tas South_America surface year 2.1052022 +tas Oceania surface MAM 4.5968294 +tas Oceania surface JJA 5.010412 +tas Oceania surface SON 3.5405495 +tas Oceania surface DJF 3.6586027 +tas Oceania surface year 4.2015214 +tas Australia surface MAM 1.4710847 +tas Australia surface JJA 1.2102937 +tas Australia surface SON 1.0927734 +tas Australia surface DJF 1.1528655 +tas Australia surface year 1.1848013 +tas Antarctica surface MAM 8.78377 +tas Antarctica surface JJA 7.160228 +tas Antarctica surface SON 7.07144 +tas Antarctica surface DJF 10.177417 +tas Antarctica surface year 8.2927 +tas glob surface MAM 3.4697053 +tas glob surface JJA 2.633204 +tas glob surface SON 2.3421214 +tas glob surface DJF 3.4055705 +tas glob surface year 2.7934713 +tas arctic surface MAM 3.6316652 +tas arctic surface JJA 1.3296822 +tas arctic surface SON 1.6764663 +tas arctic surface DJF 3.634181 +tas arctic surface year 1.936488 +tas northmid surface MAM 2.9202607 +tas northmid surface JJA 2.3707314 +tas northmid surface SON 1.6787331 +tas northmid surface DJF 2.3969903 +tas northmid surface year 2.12386 +tas tropics surface MAM 1.1393923 +tas tropics surface JJA 1.1268374 +tas tropics surface SON 1.0749366 +tas tropics surface DJF 1.1676213 +tas tropics surface year 1.056837 +tas innertropics surface MAM 0.9279899 +tas innertropics surface JJA 0.96652967 +tas innertropics surface SON 0.92438126 +tas innertropics surface DJF 1.0203751 +tas innertropics surface year 0.8999198 +tas nino34 surface MAM 0.24401931 +tas nino34 surface JJA 0.32188338 +tas nino34 surface SON 0.39143753 +tas nino34 surface DJF 0.21107814 +tas nino34 surface year 0.22403158 +tas southmid surface MAM 3.3214715 +tas southmid surface JJA 2.248005 +tas southmid surface SON 2.125511 +tas southmid surface DJF 3.4050062 +tas southmid surface year 2.7548025 +tas antarctic surface MAM 8.8884945 +tas antarctic surface JJA 7.7328234 +tas antarctic surface SON 6.554685 +tas antarctic surface DJF 8.867531 +tas antarctic surface year 8.006184 +clt Atlantic_Basin surface MAM 11.020209 +clt Atlantic_Basin surface JJA 17.66517 +clt Atlantic_Basin surface SON 12.767872 +clt Atlantic_Basin surface DJF 10.043521 +clt Atlantic_Basin surface year 11.571293 +clt Pacific_Basin surface MAM 12.558033 +clt Pacific_Basin surface JJA 14.910269 +clt Pacific_Basin surface SON 12.432652 +clt Pacific_Basin surface DJF 11.938687 +clt Pacific_Basin surface year 12.175109 +clt Indian_Basin surface MAM 9.211191 +clt Indian_Basin surface JJA 11.551836 +clt Indian_Basin surface SON 14.599392 +clt Indian_Basin surface DJF 14.591957 +clt Indian_Basin surface year 11.445295 +clt Arctic_Basin surface MAM 6.1504 +clt Arctic_Basin surface JJA 16.386414 +clt Arctic_Basin surface SON 5.275528 +clt Arctic_Basin surface DJF 6.753681 +clt Arctic_Basin surface year 5.256078 +clt Southern_Ocean_Basin surface MAM 13.019597 +clt Southern_Ocean_Basin surface JJA 8.614327 +clt Southern_Ocean_Basin surface SON 10.344431 +clt Southern_Ocean_Basin surface DJF 23.214363 +clt Southern_Ocean_Basin surface year 12.172347 +clt Mediterranean_Basin surface MAM 3.3116698 +clt Mediterranean_Basin surface JJA 3.839512 +clt Mediterranean_Basin surface SON 2.2993615 +clt Mediterranean_Basin surface DJF 3.3887641 +clt Mediterranean_Basin surface year 2.6877794 +clt Asia surface MAM 12.726463 +clt Asia surface JJA 7.914288 +clt Asia surface SON 7.866965 +clt Asia surface DJF 12.042776 +clt Asia surface year 8.3549185 +clt North_America surface MAM 14.297242 +clt North_America surface JJA 9.923376 +clt North_America surface SON 9.064984 +clt North_America surface DJF 12.28318 +clt North_America surface year 10.388877 +clt Europe surface MAM 9.2551775 +clt Europe surface JJA 5.4020033 +clt Europe surface SON 5.205945 +clt Europe surface DJF 7.475147 +clt Europe surface year 4.9504867 +clt Africa surface MAM 11.602589 +clt Africa surface JJA 12.042313 +clt Africa surface SON 15.072991 +clt Africa surface DJF 12.18826 +clt Africa surface year 11.2859535 +clt South_America surface MAM 10.689887 +clt South_America surface JJA 10.697317 +clt South_America surface SON 8.016959 +clt South_America surface DJF 12.882063 +clt South_America surface year 8.70407 +clt Oceania surface MAM 6.783363 +clt Oceania surface JJA 7.2665606 +clt Oceania surface SON 5.6672287 +clt Oceania surface DJF 10.721533 +clt Oceania surface year 5.6335206 +clt Australia surface MAM 14.069893 +clt Australia surface JJA 9.237844 +clt Australia surface SON 12.431412 +clt Australia surface DJF 13.008292 +clt Australia surface year 11.505076 +clt Antarctica surface MAM 35.378937 +clt Antarctica surface JJA 36.608307 +clt Antarctica surface SON 34.435566 +clt Antarctica surface DJF 24.676474 +clt Antarctica surface year 32.204384 clt glob surface MAM 13.455459 clt glob surface JJA 14.239929 clt glob surface SON 12.689736 -clt glob surface DJF 14.769341 +clt glob surface DJF 14.769342 +clt glob surface year 12.399577 clt arctic surface MAM 9.636416 clt arctic surface JJA 14.095106 -clt arctic surface SON 6.2280445 -clt arctic surface DJF 8.531274 -clt northmid surface MAM 10.369821 +clt arctic surface SON 6.228044 +clt arctic surface DJF 8.531273 +clt arctic surface year 7.279586 +clt northmid surface MAM 10.369822 clt northmid surface JJA 14.216689 -clt northmid surface SON 7.8965545 +clt northmid surface SON 7.8965535 clt northmid surface DJF 6.8572693 +clt northmid surface year 8.837012 clt tropics surface MAM 11.717863 clt tropics surface JJA 13.631818 clt tropics surface SON 13.7081995 clt tropics surface DJF 12.999563 +clt tropics surface year 11.609084 clt innertropics surface MAM 11.963121 clt innertropics surface JJA 12.709185 clt innertropics surface SON 13.323106 clt innertropics surface DJF 13.841439 +clt innertropics surface year 11.339651 clt nino34 surface MAM 8.328566 clt nino34 surface JJA 12.54827 clt nino34 surface SON 5.1341615 clt nino34 surface DJF 12.312301 +clt nino34 surface year 7.55192 clt southmid surface MAM 14.477733 clt southmid surface JJA 7.67597 clt southmid surface SON 13.029107 clt southmid surface DJF 20.707283 +clt southmid surface year 13.8475685 clt antarctic surface MAM 22.900023 clt antarctic surface JJA 23.218378 clt antarctic surface SON 21.941896 clt antarctic surface DJF 26.18134 +clt antarctic surface year 21.358402 +pr Atlantic_Basin surface MAM 1.2124933e-05 +pr Atlantic_Basin surface JJA 1.2309621e-05 +pr Atlantic_Basin surface SON 1.0341217e-05 +pr Atlantic_Basin surface DJF 1.5460208e-05 +pr Atlantic_Basin surface year 1.1350685e-05 +pr Pacific_Basin surface MAM 1.4613517e-05 +pr Pacific_Basin surface JJA 1.3697913e-05 +pr Pacific_Basin surface SON 1.1343217e-05 +pr Pacific_Basin surface DJF 1.4291539e-05 +pr Pacific_Basin surface year 1.07081105e-05 +pr Indian_Basin surface MAM 9.505179e-06 +pr Indian_Basin surface JJA 1.1850812e-05 +pr Indian_Basin surface SON 9.645024e-06 +pr Indian_Basin surface DJF 9.819021e-06 +pr Indian_Basin surface year 8.387467e-06 +pr Arctic_Basin surface MAM 1.6362864e-06 +pr Arctic_Basin surface JJA 1.5328146e-06 +pr Arctic_Basin surface SON 2.1432581e-06 +pr Arctic_Basin surface DJF 1.6184227e-06 +pr Arctic_Basin surface year 1.4622015e-06 +pr Southern_Ocean_Basin surface MAM 6.1760807e-06 +pr Southern_Ocean_Basin surface JJA 8.013784e-06 +pr Southern_Ocean_Basin surface SON 5.928553e-06 +pr Southern_Ocean_Basin surface DJF 4.0822883e-06 +pr Southern_Ocean_Basin surface year 5.2473833e-06 +pr Mediterranean_Basin surface MAM 2.5731733e-06 +pr Mediterranean_Basin surface JJA 2.8179873e-06 +pr Mediterranean_Basin surface SON 5.201187e-06 +pr Mediterranean_Basin surface DJF 6.2864806e-06 +pr Mediterranean_Basin surface year 3.1101963e-06 +pr Asia surface MAM 9.626146e-06 +pr Asia surface JJA 1.1273662e-05 +pr Asia surface SON 7.771794e-06 +pr Asia surface DJF 7.1667228e-06 +pr Asia surface year 7.6566e-06 +pr North_America surface MAM 7.908615e-06 +pr North_America surface JJA 9.157509e-06 +pr North_America surface SON 7.429379e-06 +pr North_America surface DJF 6.478477e-06 +pr North_America surface year 6.5888717e-06 +pr Europe surface MAM 4.3783652e-06 +pr Europe surface JJA 7.015966e-06 +pr Europe surface SON 6.3386356e-06 +pr Europe surface DJF 8.039642e-06 +pr Europe surface year 5.226988e-06 +pr Africa surface MAM 6.9571465e-06 +pr Africa surface JJA 1.0515164e-05 +pr Africa surface SON 6.4205333e-06 +pr Africa surface DJF 9.385676e-06 +pr Africa surface year 7.250619e-06 +pr South_America surface MAM 3.289465e-05 +pr South_America surface JJA 2.1136864e-05 +pr South_America surface SON 2.0511545e-05 +pr South_America surface DJF 3.5554127e-05 +pr South_America surface year 2.551311e-05 +pr Oceania surface MAM 1.773042e-05 +pr Oceania surface JJA 1.9010657e-05 +pr Oceania surface SON 1.6015929e-05 +pr Oceania surface DJF 1.49579755e-05 +pr Oceania surface year 1.6659089e-05 +pr Australia surface MAM 3.9900146e-06 +pr Australia surface JJA 2.1844305e-06 +pr Australia surface SON 3.3223016e-06 +pr Australia surface DJF 1.2330115e-05 +pr Australia surface year 4.8436013e-06 +pr Antarctica surface MAM 3.9923057e-06 +pr Antarctica surface JJA 3.2000066e-06 +pr Antarctica surface SON 2.6782077e-06 +pr Antarctica surface DJF 4.457211e-06 +pr Antarctica surface year 2.3365712e-06 pr glob surface MAM 9.370534e-06 -pr glob surface JJA 9.717358e-06 +pr glob surface JJA 9.717357e-06 pr glob surface SON 7.870158e-06 pr glob surface DJF 9.435805e-06 -pr arctic surface MAM 2.874805e-06 -pr arctic surface JJA 3.1821887e-06 +pr glob surface year 7.661984e-06 +pr arctic surface MAM 2.8748052e-06 +pr arctic surface JJA 3.1821892e-06 pr arctic surface SON 3.4718112e-06 pr arctic surface DJF 3.454699e-06 +pr arctic surface year 2.7620183e-06 pr northmid surface MAM 8.090377e-06 pr northmid surface JJA 7.730887e-06 -pr northmid surface SON 6.902793e-06 -pr northmid surface DJF 9.05198e-06 +pr northmid surface SON 6.902792e-06 +pr northmid surface DJF 9.051981e-06 +pr northmid surface year 6.4066685e-06 pr tropics surface MAM 1.6740752e-05 -pr tropics surface JJA 1.6337894e-05 +pr tropics surface JJA 1.6337892e-05 pr tropics surface SON 1.3567833e-05 pr tropics surface DJF 1.7446082e-05 +pr tropics surface year 1.3753789e-05 pr innertropics surface MAM 2.3061972e-05 pr innertropics surface JJA 2.1810092e-05 pr innertropics surface SON 1.7562981e-05 pr innertropics surface DJF 2.2615464e-05 +pr innertropics surface year 1.8356606e-05 pr nino34 surface MAM 1.3972271e-05 pr nino34 surface JJA 1.8639175e-05 -pr nino34 surface SON 5.636229e-06 +pr nino34 surface SON 5.63623e-06 pr nino34 surface DJF 1.765478e-05 +pr nino34 surface year 9.634942e-06 pr southmid surface MAM 5.9379804e-06 pr southmid surface JJA 8.943822e-06 pr southmid surface SON 5.846273e-06 pr southmid surface DJF 5.309317e-06 +pr southmid surface year 5.6390313e-06 pr antarctic surface MAM 5.7968623e-06 pr antarctic surface JJA 5.903542e-06 pr antarctic surface SON 4.0982986e-06 pr antarctic surface DJF 3.8166545e-06 +pr antarctic surface year 3.7698303e-06 +rlut Atlantic_Basin surface MAM 12.990923 +rlut Atlantic_Basin surface JJA 11.726628 +rlut Atlantic_Basin surface SON 9.548411 +rlut Atlantic_Basin surface DJF 14.388917 +rlut Atlantic_Basin surface year 11.346093 +rlut Pacific_Basin surface MAM 11.188028 +rlut Pacific_Basin surface JJA 10.896294 +rlut Pacific_Basin surface SON 11.441803 +rlut Pacific_Basin surface DJF 12.398581 +rlut Pacific_Basin surface year 10.203185 +rlut Indian_Basin surface MAM 11.543008 +rlut Indian_Basin surface JJA 11.749553 +rlut Indian_Basin surface SON 12.298314 +rlut Indian_Basin surface DJF 9.957042 +rlut Indian_Basin surface year 10.209946 +rlut Arctic_Basin surface MAM 7.7372637 +rlut Arctic_Basin surface JJA 6.4277425 +rlut Arctic_Basin surface SON 2.4581723 +rlut Arctic_Basin surface DJF 8.719246 +rlut Arctic_Basin surface year 6.178186 +rlut Southern_Ocean_Basin surface MAM 6.5289702 +rlut Southern_Ocean_Basin surface JJA 8.396667 +rlut Southern_Ocean_Basin surface SON 6.194216 +rlut Southern_Ocean_Basin surface DJF 6.822863 +rlut Southern_Ocean_Basin surface year 6.759772 +rlut 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500hPa MAM 37.19284 +zg Australia 500hPa JJA 46.147156 +zg Australia 500hPa SON 42.553894 +zg Australia 500hPa DJF 42.81129 +zg Australia 500hPa year 42.176315 +zg Antarctica 500hPa MAM 14.6954975 +zg Antarctica 500hPa JJA 16.606432 +zg Antarctica 500hPa SON 27.074978 +zg Antarctica 500hPa DJF 19.541574 +zg Antarctica 500hPa year 15.319371 +zg glob 500hPa MAM 31.299849 +zg glob 500hPa JJA 35.252895 +zg glob 500hPa SON 32.513863 +zg glob 500hPa DJF 36.032932 +zg glob 500hPa year 31.502201 +zg arctic 500hPa MAM 9.963515 +zg arctic 500hPa JJA 19.757223 +zg arctic 500hPa SON 16.641562 +zg arctic 500hPa DJF 17.312252 +zg arctic 500hPa year 12.027577 +zg northmid 500hPa MAM 29.6901 +zg northmid 500hPa JJA 22.325943 +zg northmid 500hPa SON 27.365383 +zg northmid 500hPa DJF 39.891598 +zg northmid 500hPa year 25.801788 +zg tropics 500hPa MAM 48.14438 +zg tropics 500hPa JJA 48.796562 +zg tropics 500hPa SON 49.76997 +zg tropics 500hPa DJF 52.002502 +zg tropics 500hPa year 49.678352 +zg innertropics 500hPa MAM 51.52055 +zg innertropics 500hPa JJA 50.45018 +zg innertropics 500hPa SON 51.641655 +zg innertropics 500hPa DJF 55.74975 +zg innertropics 500hPa year 52.340527 +zg nino34 500hPa MAM 51.08464 +zg nino34 500hPa JJA 49.44402 +zg nino34 500hPa SON 44.502243 +zg nino34 500hPa DJF 51.64599 +zg nino34 500hPa year 49.169216 +zg southmid 500hPa MAM 31.794125 +zg southmid 500hPa JJA 48.36516 +zg southmid 500hPa SON 30.388699 +zg southmid 500hPa DJF 30.545927 +zg southmid 500hPa year 32.894485 +zg antarctic 500hPa MAM 18.963526 +zg antarctic 500hPa JJA 22.181904 +zg antarctic 500hPa SON 20.025158 +zg antarctic 500hPa DJF 22.297798 +zg antarctic 500hPa year 17.53225 +thetao Atlantic_Basin 10m MAM 1.486558 +thetao Atlantic_Basin 10m JJA 1.7614182 +thetao Atlantic_Basin 10m SON 1.7326723 +thetao Atlantic_Basin 10m DJF 1.4980376 +thetao Atlantic_Basin 10m year 1.5796535 +thetao Atlantic_Basin 100m MAM 1.693459 +thetao Atlantic_Basin 100m JJA 1.7069024 +thetao Atlantic_Basin 100m SON 1.7773029 +thetao Atlantic_Basin 100m DJF 1.7317841 +thetao Atlantic_Basin 100m year 1.6924589 +thetao Atlantic_Basin 1000m MAM 2.470899 +thetao Atlantic_Basin 1000m JJA 2.4752185 +thetao Atlantic_Basin 1000m SON 2.4726565 +thetao Atlantic_Basin 1000m DJF 2.4578116 +thetao Atlantic_Basin 1000m year 2.4690497 +thetao Pacific_Basin 10m MAM 1.009555 +thetao Pacific_Basin 10m JJA 1.1485864 +thetao Pacific_Basin 10m SON 1.3368617 +thetao Pacific_Basin 10m DJF 1.0584097 +thetao Pacific_Basin 10m year 1.0423515 +thetao Pacific_Basin 100m MAM 2.2401874 +thetao Pacific_Basin 100m JJA 2.3053808 +thetao Pacific_Basin 100m SON 2.4398031 +thetao Pacific_Basin 100m DJF 2.3142045 +thetao Pacific_Basin 100m year 2.2942724 +thetao Pacific_Basin 1000m MAM 0.7435279 +thetao Pacific_Basin 1000m JJA 0.73432934 +thetao Pacific_Basin 1000m SON 0.7402336 +thetao Pacific_Basin 1000m DJF 0.74543595 +thetao Pacific_Basin 1000m year 0.7407938 +thetao Indian_Basin 10m MAM 1.0809082 +thetao Indian_Basin 10m JJA 1.0563083 +thetao Indian_Basin 10m SON 1.0629885 +thetao Indian_Basin 10m DJF 1.0405471 +thetao Indian_Basin 10m year 1.0517626 +thetao Indian_Basin 100m MAM 1.2457991 +thetao Indian_Basin 100m JJA 1.2248933 +thetao Indian_Basin 100m SON 1.1484681 +thetao Indian_Basin 100m DJF 1.142301 +thetao Indian_Basin 100m year 1.0840625 +thetao Indian_Basin 1000m MAM 0.6840498 +thetao Indian_Basin 1000m JJA 0.6786797 +thetao Indian_Basin 1000m SON 0.6714265 +thetao Indian_Basin 1000m DJF 0.6921638 +thetao Indian_Basin 1000m year 0.67982155 +thetao Arctic_Basin 10m MAM 0.40867195 +thetao Arctic_Basin 10m JJA 0.3235947 +thetao Arctic_Basin 10m SON 0.3179009 +thetao Arctic_Basin 10m DJF 0.4621152 +thetao Arctic_Basin 10m year 0.3426034 +thetao Arctic_Basin 100m MAM 0.8532582 +thetao Arctic_Basin 100m JJA 0.84037226 +thetao Arctic_Basin 100m SON 0.8750987 +thetao Arctic_Basin 100m DJF 0.89555275 +thetao Arctic_Basin 100m year 0.85287184 +thetao Arctic_Basin 1000m MAM 0.7407231 +thetao Arctic_Basin 1000m JJA 0.7233544 +thetao Arctic_Basin 1000m SON 0.7311813 +thetao Arctic_Basin 1000m DJF 0.74565315 +thetao Arctic_Basin 1000m year 0.735228 +thetao Southern_Ocean_Basin 10m MAM 1.2952662 +thetao Southern_Ocean_Basin 10m JJA 1.0801247 +thetao Southern_Ocean_Basin 10m SON 1.0066069 +thetao Southern_Ocean_Basin 10m DJF 1.322157 +thetao Southern_Ocean_Basin 10m year 1.1216011 +thetao Southern_Ocean_Basin 100m MAM 1.4874729 +thetao Southern_Ocean_Basin 100m JJA 1.2249101 +thetao Southern_Ocean_Basin 100m SON 1.1925359 +thetao Southern_Ocean_Basin 100m DJF 1.364203 +thetao Southern_Ocean_Basin 100m year 1.3046405 +thetao Southern_Ocean_Basin 1000m MAM 0.46826944 +thetao Southern_Ocean_Basin 1000m JJA 0.47173634 +thetao Southern_Ocean_Basin 1000m SON 0.477276 +thetao Southern_Ocean_Basin 1000m DJF 0.4757806 +thetao Southern_Ocean_Basin 1000m year 0.47201356 +thetao Mediterranean_Basin 10m MAM 0.53092206 +thetao Mediterranean_Basin 10m JJA 0.6570445 +thetao Mediterranean_Basin 10m SON 1.363752 +thetao Mediterranean_Basin 10m DJF 0.62039113 +thetao Mediterranean_Basin 10m year 0.7270936 +thetao Mediterranean_Basin 100m MAM 0.4851876 +thetao Mediterranean_Basin 100m JJA 0.57730055 +thetao Mediterranean_Basin 100m SON 0.6507595 +thetao Mediterranean_Basin 100m DJF 0.5461503 +thetao Mediterranean_Basin 100m year 0.5610765 +thetao Mediterranean_Basin 1000m MAM 1.5381974 +thetao Mediterranean_Basin 1000m JJA 1.5392846 +thetao Mediterranean_Basin 1000m SON 1.5341532 +thetao Mediterranean_Basin 1000m DJF 1.5324471 +thetao Mediterranean_Basin 1000m year 1.536025 +thetao Asia 10m MAM 0.5228133 +thetao Asia 10m JJA 1.7019539 +thetao Asia 10m SON 1.5999146 +thetao Asia 10m DJF 1.4910121 +thetao Asia 10m year 0.12637758 +thetao Asia 100m MAM 1.491631 +thetao Asia 100m JJA 1.9788413 +thetao Asia 100m SON 1.1211076 +thetao Asia 100m DJF 1.580555 +thetao Asia 100m year 1.5430226 +thetao Asia 1000m MAM nan +thetao Asia 1000m JJA nan +thetao Asia 1000m SON nan +thetao Asia 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Africa 10m MAM nan +thetao Africa 10m JJA nan +thetao Africa 10m SON nan +thetao Africa 10m DJF nan +thetao Africa 10m year nan +thetao Africa 100m MAM nan +thetao Africa 100m JJA nan +thetao Africa 100m SON nan +thetao Africa 100m DJF nan +thetao Africa 100m year nan +thetao Africa 1000m MAM nan +thetao Africa 1000m JJA nan +thetao Africa 1000m SON nan +thetao Africa 1000m DJF nan +thetao Africa 1000m year nan +thetao South_America 10m MAM nan +thetao South_America 10m JJA nan +thetao South_America 10m SON nan +thetao South_America 10m DJF nan +thetao South_America 10m year nan +thetao South_America 100m MAM nan +thetao South_America 100m JJA nan +thetao South_America 100m SON nan +thetao South_America 100m DJF nan +thetao South_America 100m year nan +thetao South_America 1000m MAM nan +thetao South_America 1000m JJA nan +thetao South_America 1000m SON nan +thetao South_America 1000m DJF nan +thetao South_America 1000m year nan +thetao Oceania 10m MAM nan +thetao Oceania 10m JJA nan 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1.3514383 +thetao nino34 10m MAM 0.597828 +thetao nino34 10m JJA 1.9650916 +thetao nino34 10m SON 3.1967697 +thetao nino34 10m DJF 1.6334568 +thetao nino34 10m year 1.8252281 +thetao nino34 100m MAM 3.165937 +thetao nino34 100m JJA 4.5025697 +thetao nino34 100m SON 6.8196497 +thetao nino34 100m DJF 4.53093 +thetao nino34 100m year 4.707065 +thetao nino34 1000m MAM 0.8655266 +thetao nino34 1000m JJA 0.9267991 +thetao nino34 1000m SON 0.9835962 +thetao nino34 1000m DJF 0.9764182 +thetao nino34 1000m year 0.9380854 +thetao southmid 10m MAM 1.2594175 +thetao southmid 10m JJA 1.1957936 +thetao southmid 10m SON 1.2052915 +thetao southmid 10m DJF 1.2621825 +thetao southmid 10m year 1.2117667 +thetao southmid 100m MAM 1.4672263 +thetao southmid 100m JJA 1.2546434 +thetao southmid 100m SON 1.2360059 +thetao southmid 100m DJF 1.3749981 +thetao southmid 100m year 1.3190799 +thetao southmid 1000m MAM 0.64506817 +thetao southmid 1000m JJA 0.64614516 +thetao southmid 1000m SON 0.64910305 +thetao southmid 1000m DJF 0.65183747 +thetao southmid 1000m year 0.6467346 +thetao antarctic 10m MAM 1.3119626 +thetao antarctic 10m JJA 0.76935565 +thetao antarctic 10m SON 0.6324279 +thetao antarctic 10m DJF 1.4096454 +thetao antarctic 10m year 0.89808327 +thetao antarctic 100m MAM 1.3005419 +thetao antarctic 100m JJA 0.9566657 +thetao antarctic 100m SON 0.93540454 +thetao antarctic 100m DJF 1.1668857 +thetao antarctic 100m year 1.0746315 +thetao antarctic 1000m MAM 0.34166387 +thetao antarctic 1000m JJA 0.35296014 +thetao antarctic 1000m SON 0.35636866 +thetao antarctic 1000m DJF 0.34717846 +thetao antarctic 1000m year 0.34835932 +so Atlantic_Basin 10m MAM 0.59165895 +so Atlantic_Basin 10m JJA 0.6143714 +so Atlantic_Basin 10m SON 0.5515226 +so Atlantic_Basin 10m DJF 0.56125236 +so Atlantic_Basin 10m year 0.5548201 +so Atlantic_Basin 100m MAM 0.478869 +so Atlantic_Basin 100m JJA 0.4654133 +so Atlantic_Basin 100m SON 0.4738489 +so Atlantic_Basin 100m DJF 0.4920348 +so Atlantic_Basin 100m year 0.47508365 +so Atlantic_Basin 1000m MAM 0.49008492 +so Atlantic_Basin 1000m JJA 0.48944932 +so Atlantic_Basin 1000m SON 0.4893789 +so Atlantic_Basin 1000m DJF 0.48910564 +so Atlantic_Basin 1000m year 0.48949906 +so Pacific_Basin 10m MAM 0.8196512 +so Pacific_Basin 10m JJA 0.8194916 +so Pacific_Basin 10m SON 0.8545047 +so Pacific_Basin 10m DJF 0.83028865 +so Pacific_Basin 10m year 0.82231337 +so Pacific_Basin 100m MAM 0.87045205 +so Pacific_Basin 100m JJA 0.8595475 +so Pacific_Basin 100m SON 0.86291766 +so Pacific_Basin 100m DJF 0.8730479 +so Pacific_Basin 100m year 0.86607033 +so Pacific_Basin 1000m MAM 0.10915542 +so Pacific_Basin 1000m JJA 0.10941762 +so Pacific_Basin 1000m SON 0.109495 +so Pacific_Basin 1000m DJF 0.1090535 +so Pacific_Basin 1000m year 0.1092179 +so Indian_Basin 10m MAM 0.95057017 +so Indian_Basin 10m JJA 0.9377849 +so Indian_Basin 10m SON 0.93852943 +so Indian_Basin 10m DJF 0.9260222 +so Indian_Basin 10m year 0.9351944 +so Indian_Basin 100m MAM 0.6741552 +so Indian_Basin 100m JJA 0.6595786 +so Indian_Basin 100m SON 0.66381264 +so Indian_Basin 100m DJF 0.6696946 +so Indian_Basin 100m year 0.6657615 +so Indian_Basin 1000m MAM 0.11457433 +so Indian_Basin 1000m JJA 0.1168152 +so Indian_Basin 1000m SON 0.117065355 +so Indian_Basin 1000m DJF 0.117155954 +so Indian_Basin 1000m year 0.116230056 +so Arctic_Basin 10m MAM 2.2158258 +so Arctic_Basin 10m JJA 1.8201594 +so Arctic_Basin 10m SON 1.7712336 +so Arctic_Basin 10m DJF 2.1820288 +so Arctic_Basin 10m year 1.9690374 +so Arctic_Basin 100m MAM 0.80702716 +so Arctic_Basin 100m JJA 0.79051894 +so Arctic_Basin 100m SON 0.73937213 +so Arctic_Basin 100m DJF 0.8084503 +so Arctic_Basin 100m year 0.78579384 +so Arctic_Basin 1000m MAM 0.35658523 +so Arctic_Basin 1000m JJA 0.3623065 +so Arctic_Basin 1000m SON 0.36263126 +so Arctic_Basin 1000m DJF 0.35284063 +so Arctic_Basin 1000m year 0.35859084 +so Southern_Ocean_Basin 10m MAM 0.33208787 +so Southern_Ocean_Basin 10m JJA 0.34641775 +so Southern_Ocean_Basin 10m SON 0.34930527 +so Southern_Ocean_Basin 10m DJF 0.33483922 +so Southern_Ocean_Basin 10m year 0.3307071 +so Southern_Ocean_Basin 100m MAM 0.3138382 +so Southern_Ocean_Basin 100m JJA 0.31181288 +so Southern_Ocean_Basin 100m SON 0.3300469 +so Southern_Ocean_Basin 100m DJF 0.33163533 +so Southern_Ocean_Basin 100m year 0.32018968 +so Southern_Ocean_Basin 1000m MAM 0.19644779 +so Southern_Ocean_Basin 1000m JJA 0.1964843 +so Southern_Ocean_Basin 1000m SON 0.1980552 +so Southern_Ocean_Basin 1000m DJF 0.19862634 +so Southern_Ocean_Basin 1000m year 0.19731112 +so Mediterranean_Basin 10m MAM 1.0858743 +so Mediterranean_Basin 10m JJA 1.1854471 +so Mediterranean_Basin 10m SON 1.2715305 +so Mediterranean_Basin 10m DJF 1.093017 +so Mediterranean_Basin 10m year 1.1589671 +so Mediterranean_Basin 100m MAM 1.2529209 +so Mediterranean_Basin 100m JJA 1.2723676 +so Mediterranean_Basin 100m SON 1.3112411 +so Mediterranean_Basin 100m DJF 1.2710292 +so Mediterranean_Basin 100m year 1.2768896 +so Mediterranean_Basin 1000m MAM 1.2888316 +so Mediterranean_Basin 1000m JJA 1.295512 +so Mediterranean_Basin 1000m SON 1.2886362 +so Mediterranean_Basin 1000m DJF 1.2803371 +so Mediterranean_Basin 1000m year 1.288329 +so Asia 10m MAM 29.45533 +so Asia 10m JJA 29.501118 +so Asia 10m SON 29.228607 +so Asia 10m DJF 29.316235 +so Asia 10m year 29.375322 +so Asia 100m MAM 30.104895 +so Asia 100m JJA 30.114796 +so Asia 100m SON 30.101994 +so Asia 100m DJF 30.125095 +so Asia 100m year 30.111694 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM nan +so North_America 10m JJA nan +so North_America 10m SON nan +so North_America 10m DJF nan +so North_America 10m year nan +so North_America 100m MAM nan +so North_America 100m JJA nan +so North_America 100m SON nan +so North_America 100m DJF nan +so North_America 100m year nan +so North_America 1000m MAM nan +so North_America 1000m JJA nan +so North_America 1000m SON nan +so North_America 1000m DJF nan +so North_America 1000m year nan +so Europe 10m MAM nan +so Europe 10m JJA nan +so Europe 10m SON nan +so Europe 10m DJF nan +so Europe 10m year nan +so Europe 100m MAM nan +so Europe 100m JJA nan +so Europe 100m SON nan +so Europe 100m DJF nan +so Europe 100m year nan +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM nan +so South_America 10m JJA nan +so South_America 10m SON nan +so South_America 10m DJF nan +so South_America 10m year nan +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM nan +so Australia 10m JJA nan +so Australia 10m SON nan +so Australia 10m DJF nan +so Australia 10m year nan +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM nan +so Antarctica 10m JJA nan +so Antarctica 10m SON nan +so Antarctica 10m DJF nan +so Antarctica 10m year nan +so Antarctica 100m MAM nan +so Antarctica 100m JJA nan +so Antarctica 100m SON nan +so Antarctica 100m DJF nan +so Antarctica 100m year nan +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.8186505 +so glob 10m JJA 0.7805494 +so glob 10m SON 0.7761684 +so glob 10m DJF 0.8109655 +so glob 10m year 0.78309757 +so glob 100m MAM 0.6190018 +so glob 100m JJA 0.609506 +so glob 100m SON 0.6127328 +so glob 100m DJF 0.6272371 +so glob 100m year 0.61591715 +so glob 1000m MAM 0.2225387 +so glob 1000m JJA 0.22328663 +so glob 1000m SON 0.22379325 +so glob 1000m DJF 0.22293255 +so glob 1000m year 0.22306937 +so arctic 10m MAM 1.950627 +so arctic 10m JJA 1.6602943 +so arctic 10m SON 1.5724195 +so arctic 10m DJF 1.9131733 +so arctic 10m year 1.7460287 +so arctic 100m MAM 0.7167553 +so arctic 100m JJA 0.6958389 +so arctic 100m SON 0.65992403 +so arctic 100m DJF 0.72211087 +so arctic 100m year 0.69764996 +so arctic 1000m MAM 0.38119376 +so arctic 1000m JJA 0.38619542 +so arctic 1000m SON 0.38659436 +so arctic 1000m DJF 0.37775362 +so arctic 1000m year 0.3829342 +so northmid 10m MAM 0.77282494 +so northmid 10m JJA 0.7436633 +so northmid 10m SON 0.6902341 +so northmid 10m DJF 0.7335861 +so northmid 10m year 0.73099595 +so northmid 100m MAM 0.6678939 +so northmid 100m JJA 0.6400609 +so northmid 100m SON 0.6862616 +so northmid 100m DJF 0.7147128 +so northmid 100m year 0.67454106 +so northmid 1000m MAM 0.23379013 +so northmid 1000m JJA 0.23399405 +so northmid 1000m SON 0.23425055 +so northmid 1000m DJF 0.23439641 +so northmid 1000m year 0.23407687 +so tropics 10m MAM 0.7795737 +so tropics 10m JJA 0.783359 +so tropics 10m SON 0.817195 +so tropics 10m DJF 0.78431255 +so tropics 10m year 0.77485013 +so tropics 100m MAM 0.75787586 +so tropics 100m JJA 0.74922585 +so tropics 100m SON 0.7422248 +so tropics 100m DJF 0.7510077 +so tropics 100m year 0.74927527 +so tropics 1000m MAM 0.21793666 +so tropics 1000m JJA 0.21875294 +so tropics 1000m SON 0.21852325 +so tropics 1000m DJF 0.21807373 +so tropics 1000m year 0.21825011 +so innertropics 10m MAM 0.71933305 +so innertropics 10m JJA 0.73019814 +so innertropics 10m SON 0.76020414 +so innertropics 10m DJF 0.7130816 +so innertropics 10m year 0.70305634 +so innertropics 100m MAM 0.7136065 +so innertropics 100m JJA 0.7099795 +so innertropics 100m SON 0.70129114 +so innertropics 100m DJF 0.70564955 +so innertropics 100m year 0.7063443 +so innertropics 1000m MAM 0.23392105 +so innertropics 1000m JJA 0.23467791 +so innertropics 1000m SON 0.2340507 +so innertropics 1000m DJF 0.23365852 +so innertropics 1000m year 0.23405442 +so nino34 10m MAM 0.6566401 +so nino34 10m JJA 0.66988295 +so nino34 10m SON 0.7661191 +so nino34 10m DJF 0.6867314 +so nino34 10m year 0.6948434 +so nino34 100m MAM 0.917061 +so nino34 100m JJA 0.9427485 +so nino34 100m SON 0.9612281 +so nino34 100m DJF 0.8991562 +so nino34 100m year 0.9300485 +so nino34 1000m MAM 0.14733693 +so nino34 1000m JJA 0.14800978 +so nino34 1000m SON 0.13573125 +so nino34 1000m DJF 0.13317162 +so nino34 1000m year 0.14106226 +so southmid 10m MAM 0.52858 +so southmid 10m JJA 0.53456 +so southmid 10m SON 0.5485706 +so southmid 10m DJF 0.5372715 +so southmid 10m year 0.5361509 +so southmid 100m MAM 0.5247493 +so southmid 100m JJA 0.52552766 +so southmid 100m SON 0.5340325 +so southmid 100m DJF 0.5250214 +so southmid 100m year 0.5266495 +so southmid 1000m MAM 0.16329888 +so southmid 1000m JJA 0.163119 +so southmid 1000m SON 0.16417977 +so southmid 1000m DJF 0.16443416 +so southmid 1000m year 0.16365062 +so antarctic 10m MAM 0.24567156 +so antarctic 10m JJA 0.2727542 +so antarctic 10m SON 0.25010273 +so antarctic 10m DJF 0.23036708 +so antarctic 10m year 0.22068585 +so antarctic 100m MAM 0.16835134 +so antarctic 100m JJA 0.16584936 +so antarctic 100m SON 0.20044409 +so antarctic 100m DJF 0.2186486 +so antarctic 100m year 0.18591486 +so antarctic 1000m MAM 0.2504158 +so antarctic 1000m JJA 0.25068617 +so antarctic 1000m SON 0.2522408 +so antarctic 1000m DJF 0.2534372 +so antarctic 1000m year 0.25164473 diff --git a/eval/NCEP2/IPSL-CM6A-LR.csv b/eval/NCEP2/IPSL-CM6A-LR.csv index 9759b75..7eaf598 100644 --- a/eval/NCEP2/IPSL-CM6A-LR.csv +++ b/eval/NCEP2/IPSL-CM6A-LR.csv @@ -1,577 +1,1981 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 8.196357405873531 -siconc glob surface JJA 11.515919763462927 -siconc glob surface SON 13.741198097317396 -siconc glob surface DJF 8.472388857035135 +siconc Atlantic_Basin surface MAM 9.254970794736398 +siconc Atlantic_Basin surface JJA 11.576633508734643 +siconc Atlantic_Basin surface SON 7.539837259430115 +siconc Atlantic_Basin surface DJF 8.34832970417378 +siconc Atlantic_Basin surface year 6.662259866862175 +siconc Pacific_Basin surface MAM 10.666968313083235 +siconc Pacific_Basin surface JJA 2.8175594806068944 +siconc Pacific_Basin surface SON 6.402808690194023 +siconc Pacific_Basin surface DJF 10.759857014250299 +siconc Pacific_Basin surface year 10.668169336417664 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 3.407052978306443 +siconc Arctic_Basin surface JJA 14.773567950595957 +siconc Arctic_Basin surface SON 19.09628654872766 +siconc Arctic_Basin surface DJF 4.488981425311016 +siconc Arctic_Basin surface year 8.912492702555003 +siconc Southern_Ocean_Basin surface MAM 13.606300718354195 +siconc Southern_Ocean_Basin surface JJA 8.644535815703629 +siconc Southern_Ocean_Basin surface SON 9.925544461960573 +siconc Southern_Ocean_Basin surface DJF 12.637466242209289 +siconc Southern_Ocean_Basin surface year 8.602218294713222 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 30.14482666015625 +siconc Asia surface JJA 17.708709411621093 +siconc Asia surface SON 21.271104354858398 +siconc Asia surface DJF 41.65782816073932 +siconc Asia surface year 30.955232873314714 +siconc North_America surface MAM 21.371934671401977 +siconc North_America surface JJA 34.907737731933594 +siconc North_America surface SON 18.230757751464843 +siconc North_America surface DJF 27.100632781982426 +siconc North_America surface year 20.66468317349752 +siconc Europe surface MAM nan +siconc Europe surface JJA nan +siconc Europe surface SON nan +siconc Europe surface DJF nan +siconc Europe surface year nan +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 8.785088157653808 +siconc Antarctica surface JJA 53.618895568847655 +siconc Antarctica surface SON 39.79495147705078 +siconc Antarctica surface DJF 0.20844135522842405 +siconc Antarctica surface year 25.604344482421872 +siconc glob surface MAM 8.188971554858382 +siconc glob surface JJA 11.532056839900852 +siconc glob surface SON 13.757008570485514 +siconc glob surface DJF 8.467169582085436 +siconc glob surface year 8.651206610281134 siconc arctic surface MAM 4.331297225126175 siconc arctic surface JJA 14.336081475164445 -siconc arctic surface SON 17.502086231194546 -siconc arctic surface DJF 5.166124280289764 -siconc northmid surface MAM 11.201330400740186 +siconc arctic surface SON 17.50208623119455 +siconc arctic surface DJF 5.166124280289763 +siconc arctic surface year 8.601210535156536 +siconc northmid surface MAM 11.201330400740185 siconc northmid surface JJA 5.2628773393792665 siconc northmid surface SON 5.073401037950621 siconc northmid surface DJF 10.525178453511959 +siconc northmid surface year 9.639656662686644 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 4.862052761018756 -siconc southmid surface JJA 9.3608748346035 -siconc southmid surface SON 14.094556870820476 +siconc southmid surface JJA 9.440560865307848 +siconc southmid surface SON 14.14719650772677 siconc southmid surface DJF 4.898150009700382 -siconc antarctic surface MAM 14.251816779427454 -siconc antarctic surface JJA 7.825368916662318 -siconc antarctic surface SON 7.995185986191102 -siconc antarctic surface DJF 13.931147359110433 -tas glob surface MAM 1.776726 -tas glob surface JJA 2.1198113 -tas glob surface SON 2.0483642 -tas glob surface DJF 1.6967682 -tas arctic surface MAM 1.5060045 -tas arctic surface JJA 1.5086622 -tas arctic surface SON 4.1213446 -tas arctic surface DJF 3.201291 -tas northmid surface MAM 1.9696763 -tas northmid surface JJA 1.6521803 -tas northmid surface SON 1.2832739 -tas northmid surface DJF 2.1401181 -tas tropics surface MAM 1.0962518 -tas tropics surface JJA 1.1469791 -tas tropics surface SON 1.1083337 -tas tropics surface DJF 1.1784177 -tas innertropics surface MAM 0.93617034 -tas innertropics surface JJA 1.0357294 -tas innertropics surface SON 0.92358863 -tas innertropics surface DJF 1.0319773 -tas nino34 surface MAM 0.99590456 -tas nino34 surface JJA 1.5253067 -tas nino34 surface SON 1.7908086 -tas nino34 surface DJF 1.5846692 -tas southmid surface MAM 0.69314116 -tas southmid surface JJA 1.2629033 -tas southmid surface SON 1.2281251 -tas southmid surface DJF 0.707582 -tas antarctic surface MAM 4.5111337 -tas antarctic surface JJA 6.172283 -tas antarctic surface SON 3.676014 -tas antarctic surface DJF 1.7909813 +siconc southmid surface year 6.634417865443788 +siconc antarctic surface MAM 14.259687989311576 +siconc antarctic surface JJA 7.843878152664157 +siconc antarctic surface SON 8.000358413565623 +siconc antarctic surface DJF 13.932876173152707 +siconc antarctic surface year 9.30553789922921 +tas Atlantic_Basin surface MAM 1.1045042 +tas Atlantic_Basin surface JJA 1.1080114 +tas Atlantic_Basin surface SON 0.8206314 +tas Atlantic_Basin surface DJF 1.1796701 +tas Atlantic_Basin surface year 0.8410959 +tas Pacific_Basin surface MAM 0.67129576 +tas Pacific_Basin surface JJA 0.90413684 +tas Pacific_Basin surface SON 0.8696318 +tas Pacific_Basin surface DJF 0.73003715 +tas Pacific_Basin surface year 0.6661 +tas Indian_Basin surface MAM 0.4705818 +tas Indian_Basin surface JJA 0.555337 +tas Indian_Basin surface SON 0.66071707 +tas Indian_Basin surface DJF 0.5011136 +tas Indian_Basin surface year 0.41956997 +tas Arctic_Basin surface MAM 2.2720258 +tas Arctic_Basin surface JJA 1.2832893 +tas Arctic_Basin surface SON 4.183817 +tas Arctic_Basin surface DJF 1.5534288 +tas Arctic_Basin surface year 1.3879095 +tas Southern_Ocean_Basin surface MAM 1.0202445 +tas Southern_Ocean_Basin surface JJA 1.4485464 +tas Southern_Ocean_Basin surface SON 1.3203151 +tas Southern_Ocean_Basin surface DJF 0.760904 +tas Southern_Ocean_Basin surface year 0.7809399 +tas Mediterranean_Basin surface MAM 1.2716655 +tas Mediterranean_Basin surface JJA 0.65961987 +tas Mediterranean_Basin surface SON 0.7098653 +tas Mediterranean_Basin surface DJF 1.5971065 +tas Mediterranean_Basin surface year 0.8544327 +tas Asia surface MAM 3.1689162 +tas Asia surface JJA 1.9119005 +tas Asia surface SON 2.596895 +tas Asia surface DJF 3.1529467 +tas Asia surface year 2.3287313 +tas North_America surface MAM 2.297794 +tas North_America surface JJA 2.1151652 +tas North_America surface SON 1.6842926 +tas North_America surface DJF 2.6565332 +tas North_America surface year 1.5438205 +tas Europe surface MAM 1.6254458 +tas Europe surface JJA 1.2575866 +tas Europe surface SON 1.3043926 +tas Europe surface DJF 2.0687003 +tas Europe surface year 0.98235875 +tas Africa surface MAM 2.0899894 +tas Africa surface JJA 1.3566093 +tas Africa surface SON 1.6036919 +tas Africa surface DJF 2.1347427 +tas Africa surface year 1.7150997 +tas South_America surface MAM 1.388472 +tas South_America surface JJA 1.4321396 +tas South_America surface SON 1.4787613 +tas South_America surface DJF 1.5762024 +tas South_America surface year 1.3649484 +tas Oceania surface MAM 2.1237822 +tas Oceania surface JJA 2.4079535 +tas Oceania surface SON 1.5063976 +tas Oceania surface DJF 1.3101974 +tas Oceania surface year 1.7296642 +tas Australia surface MAM 0.67275965 +tas Australia surface JJA 0.98331946 +tas Australia surface SON 1.7769258 +tas Australia surface DJF 1.446253 +tas Australia surface year 1.0538212 +tas Antarctica surface MAM 4.7414265 +tas Antarctica surface JJA 6.749197 +tas Antarctica surface SON 3.5279527 +tas Antarctica surface DJF 0.91538006 +tas Antarctica surface year 3.839729 +tas glob surface MAM 1.6325796 +tas glob surface JJA 1.7189362 +tas glob surface SON 1.6594532 +tas glob surface DJF 1.2894688 +tas glob surface year 1.2657039 +tas arctic surface MAM 2.0303392 +tas arctic surface JJA 1.5428725 +tas arctic surface SON 3.205059 +tas arctic surface DJF 2.1466384 +tas arctic surface year 1.4406987 +tas northmid surface MAM 2.1681075 +tas northmid surface JJA 1.8086131 +tas northmid surface SON 1.4643807 +tas northmid surface DJF 1.9713781 +tas northmid surface year 1.5056573 +tas tropics surface MAM 0.9390525 +tas tropics surface JJA 0.7795077 +tas tropics surface SON 0.8835377 +tas tropics surface DJF 0.9778899 +tas tropics surface year 0.8058074 +tas innertropics surface MAM 0.75055027 +tas innertropics surface JJA 0.639284 +tas innertropics surface SON 0.69715387 +tas innertropics surface DJF 0.7825633 +tas innertropics surface year 0.6188297 +tas nino34 surface MAM 0.46814066 +tas nino34 surface JJA 0.81910783 +tas nino34 surface SON 1.1118696 +tas nino34 surface DJF 0.88570684 +tas nino34 surface year 0.7786423 +tas southmid surface MAM 0.6894341 +tas southmid surface JJA 0.70772815 +tas southmid surface SON 0.8017857 +tas southmid surface DJF 0.6982054 +tas southmid surface year 0.56597143 +tas antarctic surface MAM 3.1641555 +tas antarctic surface JJA 4.8153715 +tas antarctic surface SON 2.8358123 +tas antarctic surface DJF 0.89331573 +tas antarctic surface year 2.550086 +clt Atlantic_Basin surface MAM 10.688911 +clt Atlantic_Basin surface JJA 11.220246 +clt Atlantic_Basin surface SON 10.663179 +clt Atlantic_Basin surface DJF 13.178062 +clt Atlantic_Basin surface year 9.497271 +clt Pacific_Basin surface MAM 13.023244 +clt Pacific_Basin surface JJA 12.28602 +clt Pacific_Basin surface SON 12.211538 +clt Pacific_Basin surface DJF 12.317889 +clt Pacific_Basin surface year 11.382711 +clt Indian_Basin surface MAM 13.205915 +clt Indian_Basin surface JJA 17.351175 +clt Indian_Basin surface SON 10.993248 +clt Indian_Basin surface DJF 10.998483 +clt Indian_Basin surface year 11.879215 +clt Arctic_Basin surface MAM 23.363476 +clt Arctic_Basin surface JJA 8.068325 +clt Arctic_Basin surface SON 18.164719 +clt Arctic_Basin surface DJF 24.609396 +clt Arctic_Basin surface year 18.012953 +clt Southern_Ocean_Basin surface MAM 5.3523526 +clt Southern_Ocean_Basin surface JJA 8.917101 +clt Southern_Ocean_Basin surface SON 4.979258 +clt Southern_Ocean_Basin surface DJF 3.45025 +clt Southern_Ocean_Basin surface year 4.974028 +clt Mediterranean_Basin surface MAM 13.060423 +clt Mediterranean_Basin surface JJA 10.861174 +clt Mediterranean_Basin surface SON 20.714716 +clt Mediterranean_Basin surface DJF 15.898792 +clt Mediterranean_Basin surface year 15.133776 +clt Asia surface MAM 15.512783 +clt Asia surface JJA 12.639947 +clt Asia surface SON 9.710603 +clt Asia surface DJF 17.84438 +clt Asia surface year 11.054164 +clt North_America surface MAM 14.355075 +clt North_America surface JJA 13.647347 +clt North_America surface SON 9.281803 +clt North_America surface DJF 16.600855 +clt North_America surface year 9.395042 +clt Europe surface MAM 11.565867 +clt Europe surface JJA 12.724273 +clt Europe surface SON 5.4519773 +clt Europe surface DJF 11.647154 +clt Europe surface year 6.140804 +clt Africa surface MAM 11.367513 +clt Africa surface JJA 13.774508 +clt Africa surface SON 8.9936495 +clt Africa surface DJF 8.945799 +clt Africa surface year 9.242002 +clt South_America surface MAM 15.252413 +clt South_America surface JJA 16.371696 +clt South_America surface SON 20.429335 +clt South_America surface DJF 16.164392 +clt South_America surface year 15.860123 +clt Oceania surface MAM 11.556518 +clt Oceania surface JJA 9.633072 +clt Oceania surface SON 9.155824 +clt Oceania surface DJF 7.9550977 +clt Oceania surface year 9.211471 +clt Australia surface MAM 4.7595963 +clt Australia surface JJA 21.381298 +clt Australia surface SON 4.66642 +clt Australia surface DJF 12.223458 +clt Australia surface year 4.3135896 +clt Antarctica surface MAM 49.65725 +clt Antarctica surface JJA 47.346478 +clt Antarctica surface SON 33.346188 +clt Antarctica surface DJF 21.836401 +clt 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1.689743 +thetao innertropics 100m SON 1.6245862 +thetao innertropics 100m DJF 1.613033 +thetao innertropics 100m year 1.5436872 +thetao innertropics 1000m MAM 0.4208157 +thetao innertropics 1000m JJA 0.42443264 +thetao innertropics 1000m SON 0.42646667 +thetao innertropics 1000m DJF 0.4182908 +thetao innertropics 1000m year 0.41767618 thetao nino34 10m MAM 0.79766357 thetao nino34 10m JJA 1.1897948 thetao nino34 10m SON 1.682409 thetao nino34 10m DJF 1.5245999 +thetao nino34 10m year 1.2968705 thetao nino34 100m MAM 1.2199135 thetao nino34 100m JJA 1.1392477 -thetao nino34 100m SON 1.9817699 +thetao nino34 100m SON 1.98177 thetao nino34 100m DJF 1.9441128 -thetao nino34 1000m MAM 0.06454208 -thetao nino34 1000m JJA 0.05703954 -thetao nino34 1000m SON 0.059777685 -thetao nino34 1000m DJF 0.06493849 -thetao southmid 10m MAM 0.79425657 -thetao southmid 10m JJA 0.88606405 -thetao southmid 10m SON 0.9137799 -thetao southmid 10m DJF 0.79335505 -thetao southmid 100m MAM 1.0293298 -thetao southmid 100m JJA 0.9858035 -thetao southmid 100m SON 0.9060347 -thetao southmid 100m DJF 0.96710384 -thetao southmid 1000m MAM 0.5964654 -thetao southmid 1000m JJA 0.5897387 -thetao southmid 1000m SON 0.5885542 -thetao southmid 1000m DJF 0.5811849 -thetao antarctic 10m MAM 0.7671783 -thetao antarctic 10m JJA 0.46475905 -thetao antarctic 10m SON 0.38568625 -thetao antarctic 10m DJF 0.9503935 -thetao antarctic 100m MAM 0.5894112 -thetao antarctic 100m JJA 0.7358545 -thetao antarctic 100m SON 0.6694912 -thetao antarctic 100m DJF 0.58540154 -thetao antarctic 1000m MAM 1.1128142 -thetao antarctic 1000m JJA 1.128546 -thetao antarctic 1000m SON 1.1197793 -thetao antarctic 1000m DJF 1.1079717 -so glob 10m MAM 0.61983395 -so glob 10m JJA 0.62742615 -so glob 10m SON 0.7246877 -so glob 10m DJF 0.6522869 -so glob 100m MAM 0.28862444 -so glob 100m JJA 0.28675982 -so glob 100m SON 0.2898208 -so glob 100m DJF 0.28906816 -so glob 1000m MAM 0.12811266 -so glob 1000m JJA 0.12716606 -so glob 1000m SON 0.12720716 -so glob 1000m DJF 0.12821925 -so arctic 10m MAM 1.9273486 -so arctic 10m JJA 1.983425 +thetao nino34 100m year 1.4410775 +thetao nino34 1000m MAM 0.06454215 +thetao nino34 1000m JJA 0.057039637 +thetao nino34 1000m SON 0.059777703 +thetao nino34 1000m DJF 0.064938545 +thetao nino34 1000m year 0.0509163 +thetao southmid 10m MAM 0.7912834 +thetao southmid 10m JJA 0.88303053 +thetao southmid 10m SON 0.91130155 +thetao southmid 10m DJF 0.7915094 +thetao southmid 10m year 0.7325847 +thetao southmid 100m MAM 1.0283011 +thetao southmid 100m JJA 0.9839234 +thetao southmid 100m SON 0.90346766 +thetao southmid 100m DJF 0.9654979 +thetao southmid 100m year 0.951089 +thetao southmid 1000m MAM 0.5966621 +thetao southmid 1000m JJA 0.5898398 +thetao southmid 1000m SON 0.58892226 +thetao southmid 1000m DJF 0.5821288 +thetao southmid 1000m year 0.58799833 +thetao antarctic 10m MAM 0.7681581 +thetao antarctic 10m JJA 0.46202713 +thetao antarctic 10m SON 0.3843133 +thetao antarctic 10m DJF 0.94829553 +thetao antarctic 10m year 0.35854802 +thetao antarctic 100m MAM 0.58809435 +thetao antarctic 100m JJA 0.7347954 +thetao antarctic 100m SON 0.6683617 +thetao antarctic 100m DJF 0.5839039 +thetao antarctic 100m year 0.6105811 +thetao antarctic 1000m MAM 1.1132404 +thetao antarctic 1000m JJA 1.1290045 +thetao antarctic 1000m SON 1.120135 +thetao antarctic 1000m DJF 1.108396 +thetao antarctic 1000m year 1.1175175 +so Atlantic_Basin 10m MAM 0.69493645 +so Atlantic_Basin 10m JJA 0.72020334 +so Atlantic_Basin 10m SON 0.7933658 +so Atlantic_Basin 10m DJF 0.7032702 +so Atlantic_Basin 10m year 0.6926385 +so Atlantic_Basin 100m MAM 0.28384322 +so Atlantic_Basin 100m JJA 0.27015087 +so Atlantic_Basin 100m SON 0.25797445 +so Atlantic_Basin 100m DJF 0.2729538 +so Atlantic_Basin 100m year 0.26572675 +so Atlantic_Basin 1000m MAM 0.26690015 +so Atlantic_Basin 1000m JJA 0.26602915 +so Atlantic_Basin 1000m SON 0.26635617 +so Atlantic_Basin 1000m DJF 0.26676267 +so Atlantic_Basin 1000m year 0.26648772 +so Pacific_Basin 10m MAM 0.37320602 +so Pacific_Basin 10m JJA 0.3690859 +so Pacific_Basin 10m SON 0.37699404 +so Pacific_Basin 10m DJF 0.36098266 +so Pacific_Basin 10m year 0.35083175 +so Pacific_Basin 100m MAM 0.2980386 +so Pacific_Basin 100m JJA 0.2897852 +so Pacific_Basin 100m SON 0.28590018 +so Pacific_Basin 100m DJF 0.2909618 +so Pacific_Basin 100m year 0.28931564 +so Pacific_Basin 1000m MAM 0.07300457 +so Pacific_Basin 1000m JJA 0.073388174 +so Pacific_Basin 1000m SON 0.07340062 +so Pacific_Basin 1000m DJF 0.07328016 +so Pacific_Basin 1000m year 0.07320572 +so Indian_Basin 10m MAM 0.32896522 +so Indian_Basin 10m JJA 0.31990144 +so Indian_Basin 10m SON 0.32748696 +so Indian_Basin 10m DJF 0.3132184 +so Indian_Basin 10m year 0.30853334 +so Indian_Basin 100m MAM 0.3145571 +so Indian_Basin 100m JJA 0.31081176 +so Indian_Basin 100m SON 0.32810405 +so Indian_Basin 100m DJF 0.3277971 +so Indian_Basin 100m year 0.31760678 +so Indian_Basin 1000m MAM 0.08792791 +so Indian_Basin 1000m JJA 0.088088274 +so Indian_Basin 1000m SON 0.08797343 +so Indian_Basin 1000m DJF 0.08768439 +so Indian_Basin 1000m year 0.08786578 +so Arctic_Basin 10m MAM 2.1619854 +so Arctic_Basin 10m JJA 2.2364852 +so Arctic_Basin 10m SON 2.9764335 +so Arctic_Basin 10m DJF 2.4996176 +so Arctic_Basin 10m year 2.3700092 +so Arctic_Basin 100m MAM 0.3463664 +so Arctic_Basin 100m JJA 0.3382929 +so Arctic_Basin 100m SON 0.40450135 +so Arctic_Basin 100m DJF 0.3674135 +so Arctic_Basin 100m year 0.35783166 +so Arctic_Basin 1000m MAM 0.13154043 +so Arctic_Basin 1000m JJA 0.125412 +so Arctic_Basin 1000m SON 0.12482405 +so Arctic_Basin 1000m DJF 0.1354371 +so Arctic_Basin 1000m year 0.1293035 +so Southern_Ocean_Basin 10m MAM 0.27441064 +so Southern_Ocean_Basin 10m JJA 0.264246 +so Southern_Ocean_Basin 10m SON 0.25641555 +so Southern_Ocean_Basin 10m DJF 0.2710327 +so Southern_Ocean_Basin 10m year 0.22289748 +so Southern_Ocean_Basin 100m MAM 0.19751424 +so Southern_Ocean_Basin 100m JJA 0.21169733 +so Southern_Ocean_Basin 100m SON 0.20560509 +so Southern_Ocean_Basin 100m DJF 0.20206279 +so Southern_Ocean_Basin 100m year 0.20050089 +so Southern_Ocean_Basin 1000m MAM 0.111348726 +so Southern_Ocean_Basin 1000m JJA 0.10982269 +so Southern_Ocean_Basin 1000m SON 0.11006125 +so Southern_Ocean_Basin 1000m DJF 0.11056656 +so Southern_Ocean_Basin 1000m year 0.11036573 +so Mediterranean_Basin 10m MAM 1.2477281 +so Mediterranean_Basin 10m JJA 1.2582016 +so Mediterranean_Basin 10m SON 1.2486249 +so Mediterranean_Basin 10m DJF 1.2463609 +so Mediterranean_Basin 10m year 1.250229 +so Mediterranean_Basin 100m MAM 1.2370794 +so Mediterranean_Basin 100m JJA 1.2140598 +so Mediterranean_Basin 100m SON 1.2181947 +so Mediterranean_Basin 100m DJF 1.2189786 +so Mediterranean_Basin 100m year 1.2220783 +so Mediterranean_Basin 1000m MAM 0.6972613 +so Mediterranean_Basin 1000m JJA 0.70844597 +so Mediterranean_Basin 1000m SON 0.6969639 +so Mediterranean_Basin 1000m DJF 0.69198936 +so Mediterranean_Basin 1000m year 0.6986651 +so Asia 10m MAM 4.725536 +so Asia 10m JJA 4.770375 +so Asia 10m SON 4.341692 +so Asia 10m DJF 4.311108 +so Asia 10m year 4.5117497 +so Asia 100m MAM 6.534297 +so Asia 100m JJA 6.5459414 +so Asia 100m SON 6.5336294 +so Asia 100m DJF 6.5812254 +so Asia 100m year 6.5487733 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 2.1476293 +so North_America 10m JJA 2.0051389 +so North_America 10m SON 1.8910239 +so North_America 10m DJF 1.8925974 +so North_America 10m year 1.9320183 +so North_America 100m MAM 0.34270954 +so North_America 100m JJA 0.41005802 +so North_America 100m SON 0.356977 +so North_America 100m DJF 0.3416524 +so North_America 100m year 0.35359812 +so North_America 1000m MAM 0.32199097 +so North_America 1000m JJA 0.33036423 +so North_America 1000m SON 0.30929184 +so North_America 1000m DJF 0.31090164 +so North_America 1000m year 0.31813812 +so Europe 10m MAM 1.819174 +so Europe 10m JJA 1.9434698 +so Europe 10m SON 2.057103 +so Europe 10m DJF 1.7280458 +so Europe 10m year 1.8503685 +so Europe 100m MAM 1.1800041 +so Europe 100m JJA 1.1467781 +so Europe 100m SON 1.1665249 +so Europe 100m DJF 1.1494465 +so Europe 100m year 1.1606884 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 0.30901337 +so South_America 10m JJA 0.3310763 +so South_America 10m SON 0.35405985 +so South_America 10m DJF 0.37760416 +so South_America 10m year 0.25902176 +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM 0.5901127 +so Oceania 10m JJA 0.52062225 +so Oceania 10m SON 0.58681107 +so Oceania 10m DJF 0.7408695 +so Oceania 10m year 0.6096039 +so Oceania 100m MAM 0.23066711 +so Oceania 100m JJA 0.21303177 +so Oceania 100m SON 0.20340347 +so Oceania 100m DJF 0.189888 +so Oceania 100m year 0.20924759 +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 0.7144222 +so Australia 10m JJA 0.7497654 +so Australia 10m SON 0.74777603 +so Australia 10m DJF 0.7903271 +so Australia 10m year 0.7505741 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.8673363 +so Antarctica 10m JJA 0.59589005 +so Antarctica 10m SON 0.03912735 +so Antarctica 10m DJF 0.35308456 +so Antarctica 10m year 0.46385956 +so Antarctica 100m MAM 0.2782898 +so Antarctica 100m JJA 0.28679657 +so Antarctica 100m SON 0.21969223 +so Antarctica 100m DJF 0.22785568 +so Antarctica 100m year 0.25315857 +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.6209971 +so glob 10m JJA 0.6290912 +so glob 10m SON 0.7267792 +so glob 10m DJF 0.65369344 +so glob 10m year 0.6202389 +so glob 100m MAM 0.28869665 +so glob 100m JJA 0.2866749 +so glob 100m SON 0.28979206 +so glob 100m DJF 0.2891703 +so glob 100m year 0.28501344 +so glob 1000m MAM 0.12838633 +so glob 1000m JJA 0.12745439 +so glob 1000m SON 0.12748668 +so glob 1000m DJF 0.12850067 +so glob 1000m year 0.12790044 +so arctic 10m MAM 1.9273485 +so arctic 10m JJA 1.9834254 so arctic 10m SON 2.613339 so arctic 10m DJF 2.2057743 +so arctic 10m year 2.0997562 so arctic 100m MAM 0.32978994 so arctic 100m JJA 0.3151188 so arctic 100m SON 0.36248204 so arctic 100m DJF 0.34434387 -so arctic 1000m MAM 0.13013792 -so arctic 1000m JJA 0.1244849 -so arctic 1000m SON 0.1239296 -so arctic 1000m DJF 0.13352369 +so arctic 100m year 0.33197734 +so arctic 1000m MAM 0.13013707 +so arctic 1000m JJA 0.12448411 +so arctic 1000m SON 0.12392888 +so arctic 1000m DJF 0.13352296 +so arctic 1000m year 0.12801158 so northmid 10m MAM 0.7271087 so northmid 10m JJA 0.79695684 so northmid 10m SON 0.86417854 -so northmid 10m DJF 0.772502 +so northmid 10m DJF 0.77250206 +so northmid 10m year 0.7744361 so northmid 100m MAM 0.5832195 -so northmid 100m JJA 0.5669146 +so northmid 100m JJA 0.56691456 so northmid 100m SON 0.5568142 -so northmid 100m DJF 0.5820599 -so northmid 1000m MAM 0.16529638 -so northmid 1000m JJA 0.16571613 -so northmid 1000m SON 0.16675499 -so northmid 1000m DJF 0.16746694 -so tropics 10m MAM 0.40196732 -so tropics 10m JJA 0.37142536 -so tropics 10m SON 0.3617593 -so tropics 10m DJF 0.3565638 -so tropics 100m MAM 0.25988287 -so tropics 100m JJA 0.25596428 -so tropics 100m SON 0.2557013 -so tropics 100m DJF 0.2548144 -so tropics 1000m MAM 0.1170407 -so tropics 1000m JJA 0.11744227 -so tropics 1000m SON 0.11688121 -so tropics 1000m DJF 0.116920434 -so innertropics 10m MAM 0.45890796 -so innertropics 10m JJA 0.42080697 -so innertropics 10m SON 0.42057905 -so innertropics 10m DJF 0.39713562 -so innertropics 100m MAM 0.26992047 -so innertropics 100m JJA 0.26420686 -so innertropics 100m SON 0.2615484 -so innertropics 100m DJF 0.2622051 -so innertropics 1000m MAM 0.11235701 -so innertropics 1000m JJA 0.11330726 -so innertropics 1000m SON 0.11239021 -so innertropics 1000m DJF 0.11219988 +so northmid 100m DJF 0.58206 +so northmid 100m year 0.56783116 +so northmid 1000m MAM 0.16529699 +so northmid 1000m JJA 0.16571674 +so northmid 1000m SON 0.16675557 +so northmid 1000m DJF 0.16746756 +so northmid 1000m year 0.16629812 +so tropics 10m MAM 0.4019018 +so tropics 10m JJA 0.3726546 +so tropics 10m SON 0.36275 +so tropics 10m DJF 0.3565555 +so tropics 10m year 0.344597 +so tropics 100m MAM 0.2597325 +so tropics 100m JJA 0.2556951 +so tropics 100m SON 0.25557667 +so tropics 100m DJF 0.25475395 +so tropics 100m year 0.2536811 +so tropics 1000m MAM 0.11748303 +so tropics 1000m JJA 0.11790393 +so tropics 1000m SON 0.117337294 +so tropics 1000m DJF 0.11738408 +so tropics 1000m year 0.11745983 +so innertropics 10m MAM 0.4587395 +so innertropics 10m JJA 0.4222327 +so innertropics 10m SON 0.4217244 +so innertropics 10m DJF 0.3968788 +so innertropics 10m year 0.3824365 +so innertropics 100m MAM 0.26937836 +so innertropics 100m JJA 0.2633482 +so innertropics 100m SON 0.2610081 +so innertropics 100m DJF 0.26181176 +so innertropics 100m year 0.26097614 +so innertropics 1000m MAM 0.11296672 +so innertropics 1000m JJA 0.11393575 +so innertropics 1000m SON 0.113020934 +so innertropics 1000m DJF 0.11284947 +so innertropics 1000m year 0.1131499 so nino34 10m MAM 0.11800372 so nino34 10m JJA 0.15680157 so nino34 10m SON 0.20603244 so nino34 10m DJF 0.14615981 +so nino34 10m year 0.15110731 so nino34 100m MAM 0.17049523 so nino34 100m JJA 0.18200347 so nino34 100m SON 0.17021123 so nino34 100m DJF 0.14283949 -so nino34 1000m MAM 0.044500478 -so nino34 1000m JJA 0.04953645 -so nino34 1000m SON 0.045474943 -so nino34 1000m DJF 0.042640783 -so southmid 10m MAM 0.30031863 -so southmid 10m JJA 0.29259682 -so southmid 10m SON 0.27531716 -so southmid 10m DJF 0.2934659 -so southmid 100m MAM 0.22602277 -so southmid 100m JJA 0.23442559 -so southmid 100m SON 0.23670164 -so southmid 100m DJF 0.23173188 -so southmid 1000m MAM 0.1563305 -so southmid 1000m JJA 0.1544472 -so southmid 1000m SON 0.15506457 -so southmid 1000m DJF 0.15579054 -so antarctic 10m MAM 0.25264627 -so antarctic 10m JJA 0.265217 -so antarctic 10m SON 0.29499838 -so antarctic 10m DJF 0.28193453 -so antarctic 100m MAM 0.18798622 -so antarctic 100m JJA 0.20033516 -so antarctic 100m SON 0.18366851 -so antarctic 100m DJF 0.1828705 -so antarctic 1000m MAM 0.05069972 -so antarctic 1000m JJA 0.05000806 -so antarctic 1000m SON 0.050171245 -so antarctic 1000m DJF 0.04905361 +so nino34 100m year 0.16479114 +so nino34 1000m MAM 0.044499557 +so nino34 1000m JJA 0.049535464 +so nino34 1000m SON 0.045473956 +so nino34 1000m DJF 0.042639606 +so nino34 1000m year 0.04553706 +so southmid 10m MAM 0.3000145 +so southmid 10m JJA 0.29207268 +so southmid 10m SON 0.2750231 +so southmid 10m DJF 0.29312602 +so southmid 10m year 0.28439462 +so southmid 100m MAM 0.22577047 +so southmid 100m JJA 0.23386717 +so southmid 100m SON 0.23597276 +so southmid 100m DJF 0.23135398 +so southmid 100m year 0.22801548 +so southmid 1000m MAM 0.15657556 +so southmid 1000m JJA 0.15472186 +so southmid 1000m SON 0.15531805 +so southmid 1000m DJF 0.15603413 +so southmid 1000m year 0.15560102 +so antarctic 10m MAM 0.25300825 +so antarctic 10m JJA 0.26506168 +so antarctic 10m SON 0.2949417 +so antarctic 10m DJF 0.2821614 +so antarctic 10m year 0.15140183 +so antarctic 100m MAM 0.18787815 +so antarctic 100m JJA 0.20007369 +so antarctic 100m SON 0.18361306 +so antarctic 100m DJF 0.18288301 +so antarctic 100m year 0.18598442 +so antarctic 1000m MAM 0.05073283 +so antarctic 1000m JJA 0.050037954 +so antarctic 1000m SON 0.05020162 +so antarctic 1000m DJF 0.04906979 +so antarctic 1000m year 0.049907405 diff --git a/eval/NCEP2/KIOST-ESM.csv b/eval/NCEP2/KIOST-ESM.csv index 1b8ea7a..111565c 100644 --- a/eval/NCEP2/KIOST-ESM.csv +++ b/eval/NCEP2/KIOST-ESM.csv @@ -1,353 +1,1211 @@ Variable Region Level Season AbsMeanError +siconc Atlantic_Basin surface MAM 22.67500216035316 +siconc Atlantic_Basin surface JJA 23.649978867335854 +siconc Atlantic_Basin surface SON 30.801129520038565 +siconc Atlantic_Basin surface DJF 23.723189684097825 +siconc Atlantic_Basin surface year 21.48515858142306 +siconc Pacific_Basin surface MAM 22.680572185185877 +siconc Pacific_Basin surface JJA 6.2123891186714175 +siconc Pacific_Basin surface SON 6.3607727974404575 +siconc Pacific_Basin surface DJF 18.314219198763745 +siconc Pacific_Basin surface year 8.389424610528879 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 5.106726399641234 +siconc Arctic_Basin surface JJA 14.387448982045916 +siconc Arctic_Basin surface SON 14.713621812438962 +siconc Arctic_Basin surface DJF 5.927812810336983 +siconc Arctic_Basin surface year 9.423170804537614 +siconc Southern_Ocean_Basin surface MAM 26.920478341538896 +siconc Southern_Ocean_Basin surface JJA 23.712042309322037 +siconc Southern_Ocean_Basin surface SON 19.208138108791495 +siconc Southern_Ocean_Basin surface DJF 17.863512390722896 +siconc Southern_Ocean_Basin surface year 19.489558545372716 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 0.39923126220702443 +siconc Asia surface JJA 37.27453643798828 +siconc Asia surface SON 25.743932495117193 +siconc Asia surface DJF 0.9528601074218699 +siconc Asia surface year 16.095140075683588 +siconc North_America surface MAM 3.854516906738283 +siconc North_America surface JJA 4.7342434692382795 +siconc North_America surface SON 5.257844238281251 +siconc North_America surface DJF 2.673546142578118 +siconc North_America surface year 4.125041503906246 +siconc Europe surface MAM nan +siconc Europe surface JJA nan +siconc Europe surface SON nan +siconc Europe surface DJF nan +siconc Europe surface year nan +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 5.3982915846630934 +siconc Antarctica surface JJA 24.299827597141267 +siconc Antarctica surface SON 14.230933270454408 +siconc Antarctica surface DJF 0.42988057717680933 +siconc Antarctica surface year 11.087233250141145 siconc glob surface MAM 17.13808801889845 -siconc glob surface JJA 19.81244957853624 +siconc glob surface JJA 19.812449578536242 siconc glob surface SON 18.044056518174532 siconc glob surface DJF 13.711371453285468 -siconc arctic surface MAM 8.36375300718665 -siconc arctic surface JJA 15.775663799501993 -siconc arctic surface SON 17.008827669248234 -siconc arctic surface DJF 9.423119115300073 +siconc glob surface year 15.57265549846624 +siconc arctic surface MAM 8.363753007186649 +siconc arctic surface JJA 15.775663799501997 +siconc arctic surface SON 17.00882766924823 +siconc arctic surface DJF 9.423119115300077 +siconc arctic surface year 12.045732443256124 siconc northmid surface MAM 17.66332058445413 siconc northmid surface JJA 9.514778491648217 -siconc northmid surface SON 3.5980583354606934 -siconc northmid surface DJF 14.093482317494416 +siconc northmid surface SON 3.598058335460693 +siconc northmid surface DJF 14.093482317494415 +siconc northmid surface year 7.831713246825917 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan 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North_America surface JJA 0.2407411 +tos North_America surface SON 0.1977983 +tos North_America surface DJF 0.18490566 +tos North_America surface year 0.14699496 +tos Europe surface MAM 0.70432585 +tos Europe surface JJA 0.20465994 +tos Europe surface SON 0.2273985 +tos Europe surface DJF 0.34487715 +tos Europe surface year 0.31941202 +tos Africa surface MAM nan +tos Africa surface JJA nan +tos Africa surface SON nan +tos Africa surface DJF nan +tos Africa surface year nan +tos South_America surface MAM nan +tos South_America surface JJA nan +tos South_America surface SON nan +tos South_America surface DJF nan +tos South_America surface year nan +tos Oceania surface MAM 0.20773391 +tos Oceania surface JJA 0.2804982 +tos Oceania surface SON 0.3510294 +tos Oceania surface DJF 0.32731807 +tos Oceania surface year 0.20463388 +tos Australia surface MAM nan +tos Australia surface JJA nan +tos Australia surface SON nan +tos Australia surface DJF nan +tos Australia surface year nan +tos Antarctica surface MAM nan +tos Antarctica surface JJA nan +tos Antarctica surface SON nan +tos Antarctica surface DJF nan +tos Antarctica surface year nan +tos glob surface MAM 0.26410237 +tos glob surface JJA 0.23250903 +tos glob surface SON 0.2588784 +tos glob surface DJF 0.23975514 +tos glob surface year 0.19514376 +tos arctic surface MAM 0.10142451 +tos arctic surface JJA 0.27737105 +tos arctic surface SON 0.2587401 +tos arctic surface DJF 0.09800259 +tos arctic surface year 0.16091421 +tos northmid surface MAM 0.53762084 +tos northmid surface JJA 0.42851955 +tos northmid surface SON 0.21455483 +tos northmid surface DJF 0.37305403 +tos northmid surface year 0.24613197 +tos tropics surface MAM 0.17076655 +tos tropics surface JJA 0.14834556 +tos tropics surface SON 0.19935259 +tos tropics surface DJF 0.16070616 +tos tropics surface year 0.14267209 +tos innertropics surface MAM 0.13709916 +tos innertropics surface JJA 0.14826448 +tos innertropics surface SON 0.17795064 +tos innertropics surface DJF 0.17023002 +tos innertropics surface year 0.1338 +tos nino34 surface MAM 0.161058 +tos nino34 surface JJA 0.4254285 +tos nino34 surface SON 0.30237827 +tos nino34 surface DJF 0.27005705 +tos nino34 surface year 0.18003677 +tos southmid surface MAM 0.29783648 +tos southmid surface JJA 0.24516407 +tos southmid surface SON 0.35816646 +tos southmid surface DJF 0.20907122 +tos southmid surface year 0.23044333 +tos antarctic surface MAM 0.45546696 +tos antarctic surface JJA 0.2353757 +tos antarctic surface SON 0.25139084 +tos antarctic surface DJF 0.6703618 +tos antarctic surface year 0.28821525 +thetao Atlantic_Basin 10m MAM nan +thetao Atlantic_Basin 10m JJA nan +thetao Atlantic_Basin 10m SON nan +thetao Atlantic_Basin 10m DJF nan +thetao Atlantic_Basin 10m year nan +thetao Atlantic_Basin 100m MAM 1.2584159 +thetao Atlantic_Basin 100m JJA 1.2410766 +thetao Atlantic_Basin 100m SON 1.2804077 +thetao Atlantic_Basin 100m DJF 1.1996502 +thetao Atlantic_Basin 100m year 1.1876696 +thetao Atlantic_Basin 1000m MAM 1.5368761 +thetao Atlantic_Basin 1000m JJA 1.5430228 +thetao Atlantic_Basin 1000m SON 1.5476613 +thetao Atlantic_Basin 1000m DJF 1.5275198 +thetao Atlantic_Basin 1000m year 1.5386143 +thetao Pacific_Basin 10m MAM nan +thetao Pacific_Basin 10m JJA nan +thetao Pacific_Basin 10m SON nan +thetao Pacific_Basin 10m DJF nan +thetao Pacific_Basin 10m year nan +thetao Pacific_Basin 100m MAM 1.1826485 +thetao Pacific_Basin 100m JJA 1.2840806 +thetao Pacific_Basin 100m SON 1.3764616 +thetao Pacific_Basin 100m DJF 1.3153723 +thetao Pacific_Basin 100m year 1.25226 +thetao Pacific_Basin 1000m MAM 1.3254485 +thetao Pacific_Basin 1000m JJA 1.3321629 +thetao Pacific_Basin 1000m SON 1.3277869 +thetao Pacific_Basin 1000m DJF 1.3249415 +thetao Pacific_Basin 1000m year 1.327578 +thetao Indian_Basin 10m MAM nan +thetao Indian_Basin 10m JJA nan +thetao Indian_Basin 10m SON nan +thetao Indian_Basin 10m DJF nan +thetao Indian_Basin 10m year nan +thetao Indian_Basin 100m MAM 1.6655997 +thetao Indian_Basin 100m JJA 1.7187896 +thetao Indian_Basin 100m SON 1.8747712 +thetao Indian_Basin 100m DJF 1.9296966 +thetao Indian_Basin 100m year 1.7567064 +thetao Indian_Basin 1000m MAM 1.0953265 +thetao Indian_Basin 1000m JJA 1.0972778 +thetao Indian_Basin 1000m SON 1.0886508 +thetao Indian_Basin 1000m DJF 1.0753573 +thetao Indian_Basin 1000m year 1.0884396 +thetao Arctic_Basin 10m MAM nan +thetao Arctic_Basin 10m JJA nan +thetao Arctic_Basin 10m SON nan +thetao Arctic_Basin 10m DJF nan +thetao Arctic_Basin 10m year nan +thetao Arctic_Basin 100m MAM 0.4353848 +thetao Arctic_Basin 100m JJA 0.46164343 +thetao Arctic_Basin 100m SON 0.44735622 +thetao Arctic_Basin 100m DJF 0.466545 +thetao Arctic_Basin 100m year 0.44424838 +thetao Arctic_Basin 1000m MAM 0.76494884 +thetao Arctic_Basin 1000m JJA 0.78182846 +thetao Arctic_Basin 1000m SON 0.77427715 +thetao Arctic_Basin 1000m DJF 0.7599899 +thetao Arctic_Basin 1000m year 0.770261 +thetao Southern_Ocean_Basin 10m MAM nan +thetao Southern_Ocean_Basin 10m JJA nan +thetao Southern_Ocean_Basin 10m SON nan +thetao Southern_Ocean_Basin 10m DJF nan +thetao Southern_Ocean_Basin 10m year nan +thetao Southern_Ocean_Basin 100m MAM 1.2183644 +thetao Southern_Ocean_Basin 100m JJA 1.3336635 +thetao Southern_Ocean_Basin 100m SON 1.4648025 +thetao Southern_Ocean_Basin 100m DJF 1.3302422 +thetao Southern_Ocean_Basin 100m year 1.3118287 +thetao Southern_Ocean_Basin 1000m MAM 1.0721554 +thetao Southern_Ocean_Basin 1000m JJA 1.0816021 +thetao Southern_Ocean_Basin 1000m SON 1.07451 +thetao Southern_Ocean_Basin 1000m DJF 1.0655291 +thetao Southern_Ocean_Basin 1000m year 1.0730219 +thetao Mediterranean_Basin 10m MAM nan +thetao Mediterranean_Basin 10m JJA nan +thetao Mediterranean_Basin 10m SON nan +thetao Mediterranean_Basin 10m DJF nan +thetao Mediterranean_Basin 10m year nan +thetao Mediterranean_Basin 100m MAM 0.33715206 +thetao Mediterranean_Basin 100m JJA 0.2846529 +thetao Mediterranean_Basin 100m SON 0.3373474 +thetao Mediterranean_Basin 100m DJF 0.2557483 +thetao Mediterranean_Basin 100m year 0.29034716 +thetao Mediterranean_Basin 1000m MAM 1.2767626 +thetao Mediterranean_Basin 1000m JJA 1.275721 +thetao Mediterranean_Basin 1000m SON 1.2781587 +thetao Mediterranean_Basin 1000m DJF 1.2782032 +thetao Mediterranean_Basin 1000m year 1.2772095 +thetao Asia 10m MAM nan +thetao Asia 10m JJA nan +thetao Asia 10m SON nan +thetao Asia 10m DJF nan +thetao Asia 10m year nan +thetao Asia 100m MAM 1.9527489 +thetao Asia 100m JJA 2.3809311 +thetao Asia 100m SON 2.4118915 +thetao Asia 100m DJF 2.038076 +thetao Asia 100m year 2.144103 +thetao Asia 1000m MAM 0.42670107 +thetao Asia 1000m JJA 0.4250416 +thetao Asia 1000m SON 0.49292755 +thetao Asia 1000m DJF 0.5603106 +thetao Asia 1000m year 0.47624516 +thetao North_America 10m MAM nan +thetao North_America 10m JJA nan +thetao North_America 10m SON nan +thetao North_America 10m DJF nan +thetao North_America 10m year nan +thetao North_America 100m MAM 1.2661083 +thetao North_America 100m JJA 0.9579946 +thetao North_America 100m SON 0.85198593 +thetao North_America 100m DJF 0.78935176 +thetao North_America 100m year 0.9342407 +thetao North_America 1000m MAM 1.3632641 +thetao North_America 1000m JJA 1.3528318 +thetao North_America 1000m SON 1.325305 +thetao North_America 1000m DJF 1.300684 +thetao North_America 1000m year 1.3355289 +thetao Europe 10m MAM nan +thetao Europe 10m JJA nan +thetao Europe 10m SON nan +thetao Europe 10m DJF nan +thetao Europe 10m year nan +thetao Europe 100m MAM 1.0478501 +thetao Europe 100m JJA 0.84317756 +thetao Europe 100m SON 0.7738583 +thetao Europe 100m DJF 1.2177931 +thetao Europe 100m year 0.9547224 +thetao Europe 1000m MAM 0.7987447 +thetao Europe 1000m JJA 0.7986736 +thetao Europe 1000m SON 0.80986786 +thetao Europe 1000m DJF 0.79294586 +thetao Europe 1000m year 0.8000579 +thetao Africa 10m MAM nan +thetao Africa 10m JJA nan +thetao Africa 10m SON nan +thetao Africa 10m DJF nan +thetao Africa 10m year nan +thetao Africa 100m MAM 3.7945328 +thetao Africa 100m JJA 3.8086815 +thetao Africa 100m SON 3.3341198 +thetao Africa 100m DJF 3.697485 +thetao Africa 100m year 3.658701 +thetao Africa 1000m MAM nan +thetao Africa 1000m JJA nan +thetao Africa 1000m SON nan +thetao Africa 1000m DJF nan +thetao Africa 1000m year nan +thetao South_America 10m MAM nan +thetao South_America 10m JJA nan +thetao South_America 10m SON nan +thetao South_America 10m DJF nan +thetao South_America 10m year nan +thetao South_America 100m MAM nan +thetao South_America 100m JJA nan +thetao South_America 100m SON nan +thetao South_America 100m DJF nan +thetao South_America 100m year nan +thetao South_America 1000m MAM nan +thetao South_America 1000m JJA nan +thetao South_America 1000m SON nan +thetao South_America 1000m DJF nan +thetao South_America 1000m year nan +thetao Oceania 10m MAM nan +thetao Oceania 10m JJA nan +thetao Oceania 10m SON nan +thetao Oceania 10m DJF nan +thetao Oceania 10m year nan +thetao Oceania 100m MAM 0.8252494 +thetao Oceania 100m JJA 0.7714386 +thetao Oceania 100m SON 0.7035182 +thetao Oceania 100m DJF 0.8007863 +thetao Oceania 100m year 0.7752476 +thetao Oceania 1000m MAM 1.9087951 +thetao Oceania 1000m JJA 1.9212289 +thetao Oceania 1000m SON 1.8997219 +thetao Oceania 1000m DJF 1.8526721 +thetao Oceania 1000m year 1.8955932 +thetao Australia 10m MAM nan +thetao Australia 10m JJA nan +thetao Australia 10m SON nan +thetao Australia 10m DJF nan +thetao Australia 10m year nan +thetao Australia 100m MAM nan +thetao Australia 100m JJA nan +thetao Australia 100m SON nan +thetao Australia 100m DJF nan +thetao Australia 100m year nan +thetao Australia 1000m MAM nan +thetao Australia 1000m JJA nan +thetao Australia 1000m SON nan +thetao Australia 1000m DJF nan +thetao Australia 1000m year nan +thetao Antarctica 10m MAM nan +thetao Antarctica 10m JJA nan +thetao Antarctica 10m SON nan +thetao Antarctica 10m DJF nan +thetao Antarctica 10m year nan +thetao Antarctica 100m MAM nan +thetao Antarctica 100m JJA nan +thetao Antarctica 100m SON nan +thetao Antarctica 100m DJF nan +thetao Antarctica 100m year nan +thetao Antarctica 1000m MAM nan +thetao Antarctica 1000m JJA nan +thetao Antarctica 1000m SON nan +thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan +thetao glob 10m MAM nan +thetao glob 10m JJA nan +thetao glob 10m SON nan +thetao glob 10m DJF nan +thetao glob 10m year nan +thetao glob 100m MAM 1.1770533 +thetao glob 100m JJA 1.2472078 +thetao glob 100m SON 1.3365943 +thetao glob 100m DJF 1.2714438 +thetao glob 100m year 1.2237239 +thetao glob 1000m MAM 1.2108593 +thetao glob 1000m JJA 1.2185715 +thetao glob 1000m SON 1.2141742 +thetao glob 1000m DJF 1.2047036 +thetao glob 1000m year 1.2118458 +thetao arctic 10m MAM nan +thetao arctic 10m JJA nan +thetao arctic 10m SON nan +thetao arctic 10m DJF nan +thetao arctic 10m year nan +thetao arctic 100m MAM 0.57933855 +thetao arctic 100m JJA 0.5572987 +thetao arctic 100m SON 0.5551578 +thetao arctic 100m DJF 0.54982746 +thetao arctic 100m year 0.5300702 +thetao arctic 1000m MAM 1.011349 +thetao arctic 1000m JJA 1.0268008 +thetao arctic 1000m SON 1.0220132 +thetao arctic 1000m DJF 1.0085611 +thetao arctic 1000m year 1.0171388 +thetao northmid 10m MAM nan +thetao northmid 10m JJA nan +thetao northmid 10m SON nan +thetao northmid 10m DJF nan +thetao northmid 10m year nan +thetao northmid 100m MAM 1.2864144 +thetao northmid 100m JJA 1.3909992 +thetao northmid 100m SON 1.507716 +thetao northmid 100m DJF 1.375503 +thetao northmid 100m year 1.3654705 +thetao northmid 1000m MAM 0.90899533 +thetao northmid 1000m JJA 0.9149374 +thetao northmid 1000m SON 0.9133461 +thetao northmid 1000m DJF 0.9069392 +thetao northmid 1000m year 0.91086465 +thetao tropics 10m MAM nan +thetao tropics 10m JJA nan +thetao tropics 10m SON nan +thetao tropics 10m DJF nan +thetao tropics 10m year nan +thetao tropics 100m MAM 1.4052509 +thetao tropics 100m JJA 1.4963115 +thetao tropics 100m SON 1.5821266 +thetao tropics 100m DJF 1.5558378 +thetao tropics 100m year 1.4628788 +thetao tropics 1000m MAM 1.2808601 +thetao tropics 1000m JJA 1.2872996 +thetao tropics 1000m SON 1.2798153 +thetao tropics 1000m DJF 1.274017 +thetao tropics 1000m year 1.2802999 +thetao innertropics 10m MAM nan +thetao innertropics 10m JJA nan +thetao innertropics 10m SON nan +thetao innertropics 10m DJF nan +thetao innertropics 10m year nan +thetao innertropics 100m MAM 1.8653703 +thetao innertropics 100m JJA 2.0097513 +thetao innertropics 100m SON 2.1827192 +thetao innertropics 100m DJF 2.1453605 +thetao innertropics 100m year 1.9987544 +thetao innertropics 1000m MAM 1.1657623 +thetao innertropics 1000m JJA 1.1705067 +thetao innertropics 1000m SON 1.1662574 +thetao innertropics 1000m DJF 1.1617607 +thetao innertropics 1000m year 1.1659291 +thetao nino34 10m MAM nan +thetao nino34 10m JJA nan +thetao nino34 10m SON nan +thetao nino34 10m DJF nan +thetao nino34 10m year nan +thetao nino34 100m MAM 1.835343 +thetao nino34 100m JJA 2.2207103 +thetao nino34 100m SON 3.4761314 +thetao nino34 100m DJF 2.9650323 +thetao nino34 100m year 2.4982839 +thetao nino34 1000m MAM 1.2095119 +thetao nino34 1000m JJA 1.1776217 +thetao nino34 1000m SON 1.2144321 +thetao nino34 1000m DJF 1.1938258 +thetao nino34 1000m year 1.1988474 +thetao southmid 10m MAM nan +thetao southmid 10m JJA nan +thetao southmid 10m SON nan +thetao southmid 10m DJF nan +thetao southmid 10m year nan +thetao southmid 100m MAM 1.1368854 +thetao southmid 100m JJA 1.1255451 +thetao southmid 100m SON 1.2212282 +thetao southmid 100m DJF 1.1623509 +thetao southmid 100m year 1.1323098 +thetao southmid 1000m MAM 1.549368 +thetao southmid 1000m JJA 1.5544995 +thetao southmid 1000m SON 1.5500654 +thetao southmid 1000m DJF 1.5363556 +thetao southmid 1000m year 1.5473391 +thetao antarctic 10m MAM nan +thetao antarctic 10m JJA nan +thetao antarctic 10m SON nan +thetao antarctic 10m DJF nan +thetao antarctic 10m year nan +thetao antarctic 100m MAM 1.1095545 +thetao antarctic 100m JJA 1.3760699 +thetao antarctic 100m SON 1.5245038 +thetao antarctic 100m DJF 1.319781 +thetao antarctic 100m year 1.3201519 +thetao antarctic 1000m MAM 0.478297 +thetao antarctic 1000m JJA 0.49171418 +thetao antarctic 1000m SON 0.5018398 +thetao antarctic 1000m DJF 0.48854053 +thetao antarctic 1000m year 0.4894505 +so Atlantic_Basin 10m MAM nan +so Atlantic_Basin 10m JJA nan +so Atlantic_Basin 10m SON nan +so Atlantic_Basin 10m DJF nan +so Atlantic_Basin 10m year nan +so Atlantic_Basin 100m MAM 0.36547208 +so Atlantic_Basin 100m JJA 0.36890337 +so Atlantic_Basin 100m SON 0.36490902 +so Atlantic_Basin 100m DJF 0.3688819 +so Atlantic_Basin 100m year 0.36588383 +so Atlantic_Basin 1000m MAM 0.08150033 +so Atlantic_Basin 1000m JJA 0.08204782 +so Atlantic_Basin 1000m SON 0.08276854 +so Atlantic_Basin 1000m DJF 0.08308915 +so Atlantic_Basin 1000m year 0.082131036 +so Pacific_Basin 10m MAM nan +so Pacific_Basin 10m JJA nan +so Pacific_Basin 10m SON nan +so Pacific_Basin 10m DJF nan +so Pacific_Basin 10m year nan +so Pacific_Basin 100m MAM 0.2091083 +so Pacific_Basin 100m JJA 0.20273034 +so Pacific_Basin 100m SON 0.19402394 +so Pacific_Basin 100m DJF 0.20219415 +so Pacific_Basin 100m year 0.19950035 +so Pacific_Basin 1000m MAM 0.22982785 +so Pacific_Basin 1000m JJA 0.22985736 +so Pacific_Basin 1000m SON 0.23024917 +so Pacific_Basin 1000m DJF 0.23011383 +so Pacific_Basin 1000m year 0.2299948 +so Indian_Basin 10m MAM nan +so Indian_Basin 10m JJA nan +so Indian_Basin 10m SON nan +so Indian_Basin 10m DJF nan +so Indian_Basin 10m year nan +so Indian_Basin 100m MAM 0.123553894 +so Indian_Basin 100m JJA 0.12869029 +so Indian_Basin 100m SON 0.12976319 +so Indian_Basin 100m DJF 0.12635724 +so Indian_Basin 100m year 0.1203817 +so Indian_Basin 1000m MAM 0.28228605 +so Indian_Basin 1000m JJA 0.28336436 +so Indian_Basin 1000m SON 0.2823306 +so Indian_Basin 1000m DJF 0.28226054 +so Indian_Basin 1000m year 0.28240544 +so Arctic_Basin 10m MAM nan +so Arctic_Basin 10m JJA nan +so Arctic_Basin 10m SON nan +so Arctic_Basin 10m DJF nan +so Arctic_Basin 10m year nan +so Arctic_Basin 100m MAM 1.6975352 +so Arctic_Basin 100m JJA 1.7073855 +so Arctic_Basin 100m SON 1.7677537 +so Arctic_Basin 100m DJF 1.7010732 +so Arctic_Basin 100m year 1.718437 +so Arctic_Basin 1000m MAM 0.40348613 +so Arctic_Basin 1000m JJA 0.39789346 +so Arctic_Basin 1000m SON 0.39757696 +so Arctic_Basin 1000m DJF 0.40685722 +so Arctic_Basin 1000m year 0.40145347 +so Southern_Ocean_Basin 10m MAM nan +so Southern_Ocean_Basin 10m JJA nan +so Southern_Ocean_Basin 10m SON nan +so Southern_Ocean_Basin 10m DJF nan +so Southern_Ocean_Basin 10m year nan +so Southern_Ocean_Basin 100m MAM 0.18122168 +so Southern_Ocean_Basin 100m JJA 0.18335155 +so Southern_Ocean_Basin 100m SON 0.1777138 +so Southern_Ocean_Basin 100m DJF 0.17565912 +so Southern_Ocean_Basin 100m year 0.17787737 +so Southern_Ocean_Basin 1000m MAM 0.26116714 +so Southern_Ocean_Basin 1000m JJA 0.26044023 +so Southern_Ocean_Basin 1000m SON 0.26082337 +so Southern_Ocean_Basin 1000m DJF 0.26006705 +so Southern_Ocean_Basin 1000m year 0.26058626 +so Mediterranean_Basin 10m MAM nan +so Mediterranean_Basin 10m JJA nan +so Mediterranean_Basin 10m SON nan +so Mediterranean_Basin 10m DJF nan +so Mediterranean_Basin 10m year nan +so Mediterranean_Basin 100m MAM 0.1471692 +so Mediterranean_Basin 100m JJA 0.14991324 +so Mediterranean_Basin 100m SON 0.14329293 +so Mediterranean_Basin 100m DJF 0.13693455 +so Mediterranean_Basin 100m year 0.14048603 +so Mediterranean_Basin 1000m MAM 0.25784683 +so Mediterranean_Basin 1000m JJA 0.2496516 +so Mediterranean_Basin 1000m SON 0.25642827 +so Mediterranean_Basin 1000m DJF 0.2653951 +so Mediterranean_Basin 1000m year 0.25733107 +so Asia 10m MAM nan +so Asia 10m JJA nan +so Asia 10m SON nan +so Asia 10m DJF nan +so Asia 10m year nan +so Asia 100m MAM 14.148419 +so Asia 100m JJA 14.153091 +so Asia 100m SON 14.117709 +so Asia 100m DJF 14.15317 +so Asia 100m year 14.143097 +so Asia 1000m MAM 0.4067154 +so Asia 1000m JJA 0.41342416 +so Asia 1000m SON 0.4096476 +so Asia 1000m DJF 0.40027747 +so Asia 1000m year 0.4075152 +so North_America 10m MAM nan +so North_America 10m JJA nan +so North_America 10m SON nan +so North_America 10m DJF nan +so North_America 10m year nan +so North_America 100m MAM 0.89983636 +so North_America 100m JJA 0.85465735 +so North_America 100m SON 0.8306776 +so North_America 100m DJF 0.88311243 +so North_America 100m year 0.8670707 +so North_America 1000m MAM 0.18747711 +so North_America 1000m JJA 0.19199371 +so North_America 1000m SON 0.18379593 +so North_America 1000m DJF 0.18641281 +so North_America 1000m year 0.18741989 +so Europe 10m MAM nan +so Europe 10m JJA nan +so Europe 10m SON nan +so Europe 10m DJF nan +so Europe 10m year nan +so Europe 100m MAM 0.43400908 +so Europe 100m JJA 0.4263358 +so Europe 100m SON 0.40863085 +so Europe 100m DJF 0.44522524 +so Europe 100m year 0.42825222 +so Europe 1000m MAM 0.081171036 +so Europe 1000m JJA 0.0773468 +so Europe 1000m SON 0.082393646 +so Europe 1000m DJF 0.09008598 +so Europe 1000m year 0.08275032 +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM 0.08470917 +so Africa 100m JJA 0.04027748 +so Africa 100m SON 0.05366707 +so Africa 100m DJF 0.07657242 +so Africa 100m year 0.063806534 +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM nan +so South_America 10m JJA nan +so South_America 10m SON nan +so South_America 10m DJF nan +so South_America 10m year nan +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM 0.18828456 +so Oceania 100m JJA 0.16259639 +so Oceania 100m SON 0.17788441 +so Oceania 100m DJF 0.19233958 +so Oceania 100m year 0.17275238 +so Oceania 1000m MAM 0.10639763 +so Oceania 1000m JJA 0.10390663 +so Oceania 1000m SON 0.108881 +so Oceania 1000m DJF 0.10961342 +so Oceania 1000m year 0.107198715 +so Australia 10m MAM nan +so Australia 10m JJA nan +so Australia 10m SON nan +so Australia 10m DJF nan +so Australia 10m year nan +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM nan +so Antarctica 10m JJA nan +so Antarctica 10m SON nan +so Antarctica 10m DJF nan +so Antarctica 10m year nan +so Antarctica 100m MAM nan +so Antarctica 100m JJA nan +so Antarctica 100m SON nan +so Antarctica 100m DJF nan +so Antarctica 100m year nan +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM nan +so glob 10m JJA nan +so glob 10m SON nan +so glob 10m DJF nan +so glob 10m year nan +so glob 100m MAM 0.38546976 +so glob 100m JJA 0.38596773 +so glob 100m SON 0.3869616 +so glob 100m DJF 0.3827083 +so glob 100m year 0.38310438 +so glob 1000m MAM 0.23890159 +so glob 1000m JJA 0.23840491 +so glob 1000m SON 0.2386716 +so glob 1000m DJF 0.23923714 +so glob 1000m year 0.23873398 +so arctic 10m MAM nan +so arctic 10m JJA nan +so arctic 10m SON nan +so arctic 10m DJF nan +so arctic 10m year nan +so arctic 100m MAM 1.4716719 +so arctic 100m JJA 1.4740665 +so arctic 100m SON 1.5224286 +so arctic 100m DJF 1.475447 +so arctic 100m year 1.4857136 +so arctic 1000m MAM 0.37941486 +so arctic 1000m JJA 0.37477103 +so arctic 1000m SON 0.37442997 +so arctic 1000m DJF 0.382474 +so arctic 1000m year 0.37775972 +so northmid 10m MAM nan +so northmid 10m JJA nan +so northmid 10m SON nan +so northmid 10m DJF nan +so northmid 10m year nan +so northmid 100m MAM 0.45010072 +so northmid 100m JJA 0.4507266 +so northmid 100m SON 0.4409029 +so northmid 100m DJF 0.4484181 +so northmid 100m year 0.4460328 +so northmid 1000m MAM 0.34749296 +so northmid 1000m JJA 0.3471539 +so northmid 1000m SON 0.34691522 +so northmid 1000m DJF 0.3472506 +so northmid 1000m year 0.34719932 +so tropics 10m MAM nan +so tropics 10m JJA nan +so tropics 10m SON nan +so tropics 10m DJF nan +so tropics 10m year nan +so tropics 100m MAM 0.20534903 +so tropics 100m JJA 0.20414294 +so tropics 100m SON 0.20110756 +so tropics 100m DJF 0.20385803 +so tropics 100m year 0.20003194 +so tropics 1000m MAM 0.20125228 +so tropics 1000m JJA 0.20177217 +so tropics 1000m SON 0.20191643 +so tropics 1000m DJF 0.20206344 +so tropics 1000m year 0.20169133 +so innertropics 10m MAM nan +so innertropics 10m JJA nan +so innertropics 10m SON nan +so innertropics 10m DJF nan +so innertropics 10m year nan +so innertropics 100m MAM 0.18461175 +so innertropics 100m JJA 0.17690672 +so innertropics 100m SON 0.17770842 +so innertropics 100m DJF 0.18032879 +so innertropics 100m year 0.17541565 +so innertropics 1000m MAM 0.23507689 +so innertropics 1000m JJA 0.23584442 +so innertropics 1000m SON 0.23553163 +so innertropics 1000m DJF 0.23563394 +so innertropics 1000m year 0.23546107 +so nino34 10m MAM nan +so nino34 10m JJA nan +so nino34 10m SON nan +so nino34 10m DJF nan +so nino34 10m year nan +so nino34 100m MAM 0.051002406 +so nino34 100m JJA 0.079499274 +so nino34 100m SON 0.10037289 +so nino34 100m DJF 0.072123684 +so nino34 100m year 0.066988975 +so nino34 1000m MAM 0.22921963 +so nino34 1000m JJA 0.23075104 +so nino34 1000m SON 0.2279708 +so nino34 1000m DJF 0.22918037 +so nino34 1000m year 0.2292806 +so southmid 10m MAM nan +so southmid 10m JJA nan +so southmid 10m SON nan +so southmid 10m DJF nan +so southmid 10m year nan +so southmid 100m MAM 0.18598218 +so southmid 100m JJA 0.1843756 +so southmid 100m SON 0.17409049 +so southmid 100m DJF 0.17644855 +so southmid 100m year 0.17839302 +so southmid 1000m MAM 0.1543019 +so southmid 1000m JJA 0.15334818 +so southmid 1000m SON 0.1547218 +so southmid 1000m DJF 0.15401582 +so southmid 1000m year 0.15394287 +so antarctic 10m MAM nan +so antarctic 10m JJA nan +so antarctic 10m SON nan +so antarctic 10m DJF nan +so antarctic 10m year nan +so antarctic 100m MAM 0.14653349 +so antarctic 100m JJA 0.1506406 +so antarctic 100m SON 0.15518543 +so antarctic 100m DJF 0.14490506 +so antarctic 100m year 0.14783446 +so antarctic 1000m MAM 0.39981547 +so antarctic 1000m JJA 0.39982766 +so antarctic 1000m SON 0.39867845 +so antarctic 1000m DJF 0.39740252 +so antarctic 1000m year 0.3989309 diff --git a/eval/NCEP2/MIROC6.csv b/eval/NCEP2/MIROC6.csv index 2d95eb2..fd5d82d 100644 --- a/eval/NCEP2/MIROC6.csv +++ b/eval/NCEP2/MIROC6.csv @@ -1,353 +1,1211 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 17.919286120212593 -siconc glob surface JJA 27.9744309140951 -siconc glob surface SON 27.777163832452807 -siconc glob surface DJF 16.075856213384217 -siconc arctic surface MAM 2.6142701994333826 -siconc arctic surface JJA 7.471807663371494 -siconc arctic surface SON 5.221286237540797 -siconc arctic surface DJF 3.932777772224281 +siconc Atlantic_Basin surface MAM 7.279986016225366 +siconc Atlantic_Basin surface JJA 13.536752967467907 +siconc Atlantic_Basin surface SON 10.75566288700327 +siconc Atlantic_Basin surface DJF 10.715994724098557 +siconc Atlantic_Basin surface year 8.817248788057995 +siconc Pacific_Basin surface MAM 16.8263353229189 +siconc Pacific_Basin surface JJA 1.8569286334047626 +siconc Pacific_Basin surface SON 7.429583339879217 +siconc Pacific_Basin surface DJF 19.77817930609581 +siconc Pacific_Basin surface year 14.561454510034151 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 1.7201047353845764 +siconc Arctic_Basin surface JJA 6.721840025592775 +siconc Arctic_Basin surface SON 4.328074902613697 +siconc Arctic_Basin surface DJF 2.8759188831049993 +siconc Arctic_Basin surface year 2.747444606372484 +siconc Southern_Ocean_Basin surface MAM 41.488397001792016 +siconc Southern_Ocean_Basin surface JJA 51.14879676823566 +siconc Southern_Ocean_Basin surface SON 52.085254602985614 +siconc Southern_Ocean_Basin surface DJF 31.864090918369275 +siconc Southern_Ocean_Basin surface year 39.603353905166045 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 1.677169494628913 +siconc Asia surface JJA 10.570701293945312 +siconc Asia surface SON 18.929846038818354 +siconc Asia surface DJF 0.19104980468749488 +siconc Asia surface year 7.744169616699224 +siconc North_America surface MAM nan +siconc North_America surface JJA nan +siconc North_America surface SON nan +siconc North_America surface DJF nan +siconc North_America surface year nan +siconc Europe surface MAM nan +siconc Europe surface JJA nan +siconc Europe surface SON nan +siconc Europe surface DJF nan +siconc Europe surface year nan +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 5.4 +siconc Antarctica surface JJA 24.264495364427567 +siconc Antarctica surface SON 15.76741947889328 +siconc Antarctica surface DJF 0.46 +siconc Antarctica surface year 11.470478718280793 +siconc glob surface MAM 17.919169315348103 +siconc glob surface JJA 27.97461802085775 +siconc glob surface SON 27.77745124381682 +siconc glob surface DJF 16.075677296844233 +siconc glob surface year 20.54528173420724 +siconc arctic surface MAM 2.614061562389605 +siconc arctic surface JJA 7.472176493576246 +siconc arctic surface SON 5.22185359797534 +siconc arctic surface DJF 3.932444055153851 +siconc arctic surface year 3.625109767003218 siconc northmid surface MAM 12.806521495004374 siconc northmid surface JJA 10.881967827548564 -siconc northmid surface SON 5.762437226972154 +siconc northmid surface SON 5.762437226972153 siconc northmid surface DJF 17.518970863500094 +siconc northmid surface year 12.992962213059553 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.0036 siconc southmid surface JJA 13.731823154635833 siconc southmid surface SON 18.383165823104196 siconc southmid surface DJF 6.377142857142858 +siconc southmid surface year 10.679553560029934 siconc antarctic surface MAM 44.57476731078244 siconc antarctic surface JJA 61.971332745045814 siconc antarctic surface SON 61.93434475426324 siconc antarctic surface DJF 36.2824269495508 -tas glob surface MAM 2.1979883 -tas glob surface JJA 2.795087 -tas glob surface SON 2.301645 -tas glob surface DJF 2.4328501 -tas arctic surface MAM 2.0614312 -tas arctic surface JJA 1.9775944 -tas arctic surface SON 1.4600315 -tas arctic surface DJF 1.8300726 -tas northmid surface MAM 1.9012191 -tas northmid surface JJA 3.3524244 -tas northmid surface SON 2.1801796 -tas northmid surface DJF 1.7342644 -tas tropics surface MAM 1.5265459 -tas tropics surface JJA 1.7644567 -tas tropics surface SON 1.7036288 -tas tropics surface DJF 1.4655908 -tas innertropics surface MAM 0.97615415 -tas innertropics surface JJA 1.2476116 -tas innertropics surface SON 1.3310595 -tas innertropics surface DJF 1.1249484 -tas nino34 surface MAM 0.50868046 -tas nino34 surface JJA 0.6369774 -tas nino34 surface SON 1.2110057 -tas nino34 surface DJF 0.7842534 -tas southmid surface MAM 1.4061692 -tas southmid surface JJA 1.5575373 -tas southmid surface SON 1.5502095 -tas southmid surface DJF 1.4244753 -tas antarctic surface MAM 4.8524065 -tas antarctic surface JJA 6.3325653 -tas antarctic surface SON 5.180564 -tas antarctic surface DJF 6.806965 +siconc antarctic surface year 49.9903220064039 +tas Atlantic_Basin surface MAM 1.049459 +tas Atlantic_Basin surface JJA 1.4710786 +tas Atlantic_Basin surface SON 1.042865 +tas Atlantic_Basin surface DJF 1.2251047 +tas Atlantic_Basin surface year 1.011929 +tas Pacific_Basin surface MAM 0.8957544 +tas Pacific_Basin surface JJA 1.0665321 +tas Pacific_Basin surface SON 0.79519165 +tas Pacific_Basin surface DJF 0.80075043 +tas Pacific_Basin surface year 0.8143881 +tas Indian_Basin surface MAM 0.73144484 +tas Indian_Basin surface JJA 0.79489255 +tas Indian_Basin surface SON 0.7314764 +tas Indian_Basin surface DJF 0.59736204 +tas Indian_Basin surface year 0.65383834 +tas Arctic_Basin surface MAM 3.7979496 +tas Arctic_Basin surface JJA 1.3415908 +tas Arctic_Basin surface SON 1.5965637 +tas Arctic_Basin surface DJF 3.1833525 +tas Arctic_Basin surface year 2.3320963 +tas Southern_Ocean_Basin surface MAM 4.45314 +tas Southern_Ocean_Basin surface JJA 5.374394 +tas Southern_Ocean_Basin surface SON 4.0254135 +tas Southern_Ocean_Basin surface DJF 3.061185 +tas Southern_Ocean_Basin surface year 4.2196393 +tas Mediterranean_Basin surface MAM 1.1096424 +tas Mediterranean_Basin surface JJA 4.0612993 +tas Mediterranean_Basin surface SON 1.3884164 +tas Mediterranean_Basin surface DJF 1.1393495 +tas Mediterranean_Basin surface year 1.614101 +tas Asia surface MAM 2.7331812 +tas Asia surface JJA 3.778642 +tas Asia surface SON 2.9511993 +tas Asia surface DJF 2.8523765 +tas Asia surface year 2.6584184 +tas North_America surface MAM 2.4555101 +tas North_America surface JJA 4.0128665 +tas North_America surface SON 2.9237223 +tas North_America surface DJF 3.108288 +tas North_America surface year 2.99991 +tas Europe surface MAM 1.6036919 +tas Europe surface JJA 3.4433188 +tas Europe surface SON 1.9352531 +tas Europe surface DJF 2.099014 +tas Europe surface year 1.6261971 +tas Africa surface MAM 2.7527413 +tas Africa surface JJA 3.8226314 +tas Africa surface SON 2.8211164 +tas Africa surface DJF 2.4397964 +tas Africa surface year 2.9109662 +tas South_America surface MAM 2.2006257 +tas South_America surface JJA 2.6182637 +tas South_America surface SON 3.2538495 +tas South_America surface DJF 2.7441385 +tas South_America surface year 2.5951986 +tas Oceania surface MAM 3.739968 +tas Oceania surface JJA 4.3799214 +tas Oceania surface SON 4.0669527 +tas Oceania surface DJF 3.6606362 +tas Oceania surface year 3.9617949 +tas Australia surface MAM 2.425134 +tas Australia surface JJA 2.40228 +tas Australia surface SON 2.7263796 +tas Australia surface DJF 3.0270572 +tas Australia surface year 2.639213 +tas Antarctica surface MAM 3.447175 +tas Antarctica surface JJA 3.6074226 +tas Antarctica surface SON 4.938628 +tas Antarctica surface DJF 10.14668 +tas Antarctica surface year 5.4954953 +tas glob surface MAM 2.461234 +tas glob surface JJA 2.8210073 +tas glob surface SON 2.3799157 +tas glob surface DJF 2.7413094 +tas glob surface year 2.47835 +tas arctic surface MAM 3.0111074 +tas arctic surface JJA 2.0018854 +tas arctic surface SON 1.8864632 +tas arctic surface DJF 3.130755 +tas arctic surface year 2.223377 +tas northmid surface MAM 1.8058947 +tas northmid surface JJA 3.1480906 +tas northmid surface SON 1.9711453 +tas northmid surface DJF 1.9234283 +tas northmid surface year 1.9253678 +tas tropics surface MAM 1.2249247 +tas tropics surface JJA 1.5043103 +tas tropics surface SON 1.3392164 +tas tropics surface DJF 1.0894179 +tas tropics surface year 1.2351592 +tas innertropics surface MAM 0.90274656 +tas innertropics surface JJA 1.1417278 +tas innertropics surface SON 1.1709179 +tas innertropics surface DJF 0.92300016 +tas innertropics surface year 0.9800967 +tas nino34 surface MAM 0.23013483 +tas nino34 surface JJA 0.2967209 +tas nino34 surface SON 0.63413113 +tas nino34 surface DJF 0.30405223 +tas nino34 surface year 0.27722296 +tas southmid surface MAM 2.1726325 +tas southmid surface JJA 2.3373442 +tas southmid surface SON 2.061612 +tas southmid surface DJF 1.8176411 +tas southmid surface year 2.082827 +tas antarctic surface MAM 5.4500427 +tas antarctic surface JJA 6.431808 +tas antarctic surface SON 5.7500267 +tas antarctic surface DJF 7.6405673 +tas antarctic surface year 6.2875357 +clt Atlantic_Basin surface MAM 11.327599 +clt Atlantic_Basin surface JJA 11.607992 +clt Atlantic_Basin surface SON 11.514345 +clt Atlantic_Basin surface DJF 12.408734 +clt Atlantic_Basin surface year 10.374759 +clt Pacific_Basin surface MAM 11.607043 +clt Pacific_Basin surface JJA 10.5822115 +clt Pacific_Basin surface SON 9.911852 +clt Pacific_Basin surface DJF 11.285762 +clt Pacific_Basin surface year 9.854051 +clt Indian_Basin surface MAM 8.719443 +clt Indian_Basin surface JJA 10.878617 +clt Indian_Basin surface SON 10.059363 +clt Indian_Basin surface DJF 9.297843 +clt Indian_Basin surface year 8.627381 +clt Arctic_Basin surface MAM 7.483223 +clt Arctic_Basin surface JJA 12.619012 +clt Arctic_Basin surface SON 8.404633 +clt Arctic_Basin surface DJF 7.2685957 +clt Arctic_Basin surface year 6.0774064 +clt Southern_Ocean_Basin surface MAM 11.645023 +clt Southern_Ocean_Basin surface JJA 12.673806 +clt Southern_Ocean_Basin surface SON 11.548388 +clt Southern_Ocean_Basin surface DJF 9.852288 +clt Southern_Ocean_Basin surface year 10.588161 +clt Mediterranean_Basin surface MAM 12.935022 +clt Mediterranean_Basin surface JJA 4.81793 +clt Mediterranean_Basin surface SON 11.874083 +clt Mediterranean_Basin surface DJF 17.937044 +clt Mediterranean_Basin surface year 11.860241 +clt Asia surface MAM 11.234561 +clt Asia surface JJA 8.833331 +clt Asia surface SON 9.726902 +clt Asia surface DJF 16.204815 +clt Asia surface year 10.522175 +clt North_America surface MAM 10.426264 +clt North_America surface JJA 10.554543 +clt North_America surface SON 9.466703 +clt North_America surface DJF 10.063215 +clt North_America surface year 9.398649 +clt Europe surface MAM 11.609955 +clt Europe surface JJA 12.364294 +clt Europe surface SON 11.307883 +clt Europe surface DJF 11.607712 +clt Europe surface year 11.505382 +clt Africa surface MAM 8.324048 +clt Africa surface JJA 7.634063 +clt Africa surface SON 6.9944572 +clt Africa surface DJF 8.128535 +clt Africa surface year 6.0363746 +clt South_America surface MAM 9.85011 +clt South_America surface JJA 10.976467 +clt South_America surface SON 10.715691 +clt South_America surface DJF 11.179738 +clt South_America surface year 9.65578 +clt Oceania surface MAM 6.679651 +clt Oceania surface JJA 5.9778805 +clt Oceania surface SON 6.964575 +clt Oceania surface DJF 11.673587 +clt Oceania surface year 7.278368 +clt Australia surface MAM 4.2447486 +clt Australia surface JJA 7.123305 +clt Australia surface SON 7.882288 +clt Australia surface DJF 6.800835 +clt Australia surface 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North_America surface year 0.2738998 +tos Europe surface MAM 0.2650698 +tos Europe surface JJA 1.2075784 +tos Europe surface SON 0.6570293 +tos Europe surface DJF 0.26774254 +tos Europe surface year 0.3651412 +tos Africa surface MAM nan +tos Africa surface JJA nan +tos Africa surface SON nan +tos Africa surface DJF nan +tos Africa surface year nan +tos South_America surface MAM nan +tos South_America surface JJA nan +tos South_America surface SON nan +tos South_America surface DJF nan +tos South_America surface year nan +tos Oceania surface MAM nan +tos Oceania surface JJA nan +tos Oceania surface SON nan +tos Oceania surface DJF nan +tos Oceania surface year nan +tos Australia surface MAM nan +tos Australia surface JJA nan +tos Australia surface SON nan +tos Australia surface DJF nan +tos Australia surface year nan +tos Antarctica surface MAM 0.5224696 +tos Antarctica surface JJA 0.8298952 +tos Antarctica surface SON 0.7062203 +tos Antarctica surface DJF 0.84918356 +tos Antarctica surface year 0.7269422 tos glob surface MAM 0.19120672 -tos glob surface JJA 0.23097911 -tos glob surface SON 0.24593996 -tos glob surface DJF 0.23299581 -tos arctic surface MAM 0.11294826 -tos arctic surface JJA 0.39446035 -tos arctic surface SON 0.35379863 -tos arctic surface DJF 0.107786305 +tos glob surface JJA 0.23096699 +tos glob surface SON 0.24594767 +tos glob surface DJF 0.23299533 +tos glob surface year 0.18810323 +tos arctic surface MAM 0.112948254 +tos arctic surface JJA 0.3943755 +tos arctic surface SON 0.35385272 +tos arctic surface DJF 0.10778313 +tos arctic surface year 0.20286086 tos northmid surface MAM 0.23301212 tos northmid surface JJA 0.3438686 tos northmid surface SON 0.3526288 -tos northmid surface DJF 0.1905023 +tos northmid surface DJF 0.19050229 +tos northmid surface year 0.2126651 tos tropics surface MAM 0.19375066 -tos tropics surface JJA 0.19676079 +tos tropics surface JJA 0.1967608 tos tropics surface SON 0.228683 tos tropics surface DJF 0.23875514 +tos tropics surface year 0.1896163 tos innertropics surface MAM 0.23884471 tos innertropics surface JJA 0.23227029 tos innertropics surface SON 0.28997484 tos innertropics surface DJF 0.2883542 -tos nino34 surface MAM 0.5705705 +tos innertropics surface year 0.24178669 +tos nino34 surface MAM 0.5705704 tos nino34 surface JJA 0.8228997 tos nino34 surface SON 1.0265061 tos nino34 surface DJF 0.74309504 -tos southmid surface MAM 0.12214855 +tos nino34 surface year 0.7907678 +tos southmid surface MAM 0.122148536 tos southmid surface JJA 0.14224625 tos southmid surface SON 0.1805805 tos southmid surface DJF 0.15677065 +tos southmid surface year 0.11156362 tos antarctic surface MAM 0.43653086 tos antarctic surface JJA 0.2320411 tos antarctic surface SON 0.2125358 tos antarctic surface DJF 0.66533184 +tos antarctic surface year 0.35875562 diff --git a/eval/NCEP2/MPI-ESM1-2-HR.csv b/eval/NCEP2/MPI-ESM1-2-HR.csv index 8321118..fb2f17b 100644 --- a/eval/NCEP2/MPI-ESM1-2-HR.csv +++ b/eval/NCEP2/MPI-ESM1-2-HR.csv @@ -1,577 +1,1981 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 15.37502530845838 -siconc glob surface JJA 18.00345949730866 -siconc glob surface SON 16.850007952394513 -siconc glob surface DJF 12.202489268605161 -siconc arctic surface MAM 4.83020728558441 -siconc arctic surface JJA 12.823111688007202 -siconc arctic surface SON 14.201131091736617 -siconc arctic surface DJF 3.969505988167971 +siconc Atlantic_Basin surface MAM 12.328365892250668 +siconc Atlantic_Basin surface JJA 16.32335416079157 +siconc Atlantic_Basin surface SON 19.19259516535571 +siconc Atlantic_Basin surface DJF 12.04266230936882 +siconc Atlantic_Basin surface year 12.523700414187584 +siconc Pacific_Basin surface MAM 10.615955658025213 +siconc Pacific_Basin surface JJA 2.4436775234624166 +siconc Pacific_Basin surface SON 7.041836483964453 +siconc Pacific_Basin surface DJF 11.686717949529477 +siconc Pacific_Basin surface year 10.77176707223842 +siconc 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mlotst antarctic surface JJA 105.82882 mlotst antarctic surface SON 107.55633 mlotst antarctic surface DJF 3.6237085 -thetao glob 10m MAM 0.8780048 -thetao glob 10m JJA 0.8933779 -thetao glob 10m SON 0.8458012 -thetao glob 10m DJF 0.9094405 -thetao glob 100m MAM 1.3824513 -thetao glob 100m JJA 1.3652723 -thetao glob 100m SON 1.3486698 -thetao glob 100m DJF 1.3812262 -thetao glob 1000m MAM 2.0117612 -thetao glob 1000m JJA 2.0159283 -thetao glob 1000m SON 2.0123193 -thetao glob 1000m DJF 2.004776 -thetao arctic 10m MAM 0.78977937 -thetao arctic 10m JJA 0.79177094 -thetao arctic 10m SON 0.56500655 -thetao arctic 10m DJF 0.732934 -thetao arctic 100m MAM 0.5954522 -thetao arctic 100m JJA 0.4460617 -thetao arctic 100m SON 0.42526883 -thetao arctic 100m DJF 0.45825145 -thetao arctic 1000m MAM 1.0455371 -thetao arctic 1000m JJA 1.0648819 -thetao arctic 1000m SON 1.0581234 -thetao arctic 1000m DJF 1.037634 -thetao northmid 10m MAM 1.3155868 +mlotst antarctic surface year 57.591145 +thetao Atlantic_Basin 10m MAM 1.2553642 +thetao Atlantic_Basin 10m JJA 1.218338 +thetao Atlantic_Basin 10m SON 1.057504 +thetao Atlantic_Basin 10m DJF 1.1758469 +thetao Atlantic_Basin 10m year 1.0809017 +thetao Atlantic_Basin 100m MAM 1.5284532 +thetao Atlantic_Basin 100m JJA 1.5153656 +thetao Atlantic_Basin 100m SON 1.5268517 +thetao Atlantic_Basin 100m DJF 1.5001183 +thetao Atlantic_Basin 100m year 1.4881909 +thetao Atlantic_Basin 1000m MAM 2.6793404 +thetao Atlantic_Basin 1000m JJA 2.6867301 +thetao Atlantic_Basin 1000m SON 2.6843655 +thetao Atlantic_Basin 1000m DJF 2.663628 +thetao Atlantic_Basin 1000m year 2.6784854 +thetao Pacific_Basin 10m MAM 0.8266509 +thetao Pacific_Basin 10m JJA 0.8697675 +thetao Pacific_Basin 10m SON 0.8926181 +thetao Pacific_Basin 10m DJF 0.7995425 +thetao Pacific_Basin 10m year 0.79207546 +thetao Pacific_Basin 100m MAM 1.7775587 +thetao Pacific_Basin 100m JJA 1.8684354 +thetao Pacific_Basin 100m SON 1.8289559 +thetao Pacific_Basin 100m DJF 1.8348209 +thetao Pacific_Basin 100m year 1.8133143 +thetao Pacific_Basin 1000m MAM 2.4737477 +thetao Pacific_Basin 1000m JJA 2.4790092 +thetao Pacific_Basin 1000m SON 2.4744306 +thetao Pacific_Basin 1000m DJF 2.4732153 +thetao Pacific_Basin 1000m year 2.4751008 +thetao Indian_Basin 10m MAM 0.57553613 +thetao Indian_Basin 10m JJA 0.90998 +thetao Indian_Basin 10m SON 0.8498245 +thetao Indian_Basin 10m DJF 0.6315347 +thetao Indian_Basin 10m year 0.68013364 +thetao Indian_Basin 100m MAM 1.741375 +thetao Indian_Basin 100m JJA 1.5716734 +thetao Indian_Basin 100m SON 1.5022459 +thetao Indian_Basin 100m DJF 1.6093982 +thetao Indian_Basin 100m year 1.5731645 +thetao Indian_Basin 1000m MAM 2.1819038 +thetao Indian_Basin 1000m JJA 2.1852384 +thetao Indian_Basin 1000m SON 2.1963272 +thetao Indian_Basin 1000m DJF 2.1726284 +thetao Indian_Basin 1000m year 2.1840248 +thetao Arctic_Basin 10m MAM 0.5453385 +thetao Arctic_Basin 10m JJA 0.6028383 +thetao Arctic_Basin 10m SON 0.4347452 +thetao Arctic_Basin 10m DJF 0.5810807 +thetao Arctic_Basin 10m year 0.5238675 +thetao Arctic_Basin 100m MAM 0.32339513 +thetao Arctic_Basin 100m JJA 0.3061549 +thetao Arctic_Basin 100m SON 0.3085006 +thetao Arctic_Basin 100m DJF 0.34275457 +thetao Arctic_Basin 100m year 0.302423 +thetao Arctic_Basin 1000m MAM 0.8646134 +thetao Arctic_Basin 1000m JJA 0.8818451 +thetao Arctic_Basin 1000m SON 0.8750329 +thetao Arctic_Basin 1000m DJF 0.85732865 +thetao Arctic_Basin 1000m year 0.8697052 +thetao Southern_Ocean_Basin 10m MAM 0.9334188 +thetao Southern_Ocean_Basin 10m JJA 0.82961535 +thetao Southern_Ocean_Basin 10m SON 0.82159334 +thetao Southern_Ocean_Basin 10m DJF 1.0953537 +thetao Southern_Ocean_Basin 10m year 0.8106889 +thetao Southern_Ocean_Basin 100m MAM 1.094691 +thetao Southern_Ocean_Basin 100m JJA 1.0082933 +thetao Southern_Ocean_Basin 100m SON 1.0115798 +thetao Southern_Ocean_Basin 100m DJF 1.082535 +thetao Southern_Ocean_Basin 100m year 1.0326556 +thetao Southern_Ocean_Basin 1000m MAM 1.3787429 +thetao Southern_Ocean_Basin 1000m JJA 1.3767895 +thetao Southern_Ocean_Basin 1000m SON 1.3690207 +thetao Southern_Ocean_Basin 1000m DJF 1.3698399 +thetao Southern_Ocean_Basin 1000m year 1.373228 +thetao Mediterranean_Basin 10m MAM 0.8191784 +thetao Mediterranean_Basin 10m JJA 0.61211497 +thetao Mediterranean_Basin 10m SON 0.82293135 +thetao Mediterranean_Basin 10m DJF 0.92667043 +thetao Mediterranean_Basin 10m year 0.7535652 +thetao Mediterranean_Basin 100m MAM 0.52306366 +thetao Mediterranean_Basin 100m JJA 0.5435382 +thetao Mediterranean_Basin 100m SON 0.6008704 +thetao Mediterranean_Basin 100m DJF 0.5647922 +thetao Mediterranean_Basin 100m year 0.54240865 +thetao Mediterranean_Basin 1000m MAM 0.4958122 +thetao Mediterranean_Basin 1000m JJA 0.49628136 +thetao Mediterranean_Basin 1000m SON 0.49884698 +thetao Mediterranean_Basin 1000m DJF 0.4989764 +thetao Mediterranean_Basin 1000m year 0.497479 +thetao Asia 10m MAM 0.8942733 +thetao Asia 10m JJA 1.2414188 +thetao Asia 10m SON 1.4315993 +thetao Asia 10m DJF 1.5900364 +thetao Asia 10m year 1.2893358 +thetao Asia 100m MAM 1.4253181 +thetao Asia 100m JJA 0.8544053 +thetao Asia 100m SON 0.68729424 +thetao Asia 100m DJF 1.8913512 +thetao Asia 100m year 1.2145846 +thetao Asia 1000m MAM nan +thetao Asia 1000m JJA nan +thetao Asia 1000m SON nan +thetao Asia 1000m DJF nan +thetao Asia 1000m year nan +thetao North_America 10m MAM 1.2132872 +thetao North_America 10m JJA 0.9905188 +thetao North_America 10m SON 0.55787814 +thetao North_America 10m DJF 0.91863334 +thetao North_America 10m year 0.8864716 +thetao North_America 100m MAM nan +thetao North_America 100m JJA nan +thetao North_America 100m SON nan +thetao North_America 100m DJF nan +thetao North_America 100m year nan +thetao North_America 1000m MAM nan +thetao North_America 1000m JJA nan +thetao North_America 1000m SON nan +thetao North_America 1000m DJF nan +thetao North_America 1000m year nan +thetao Europe 10m MAM 0.9219785 +thetao Europe 10m JJA 1.2292376 +thetao Europe 10m SON 0.84325695 +thetao Europe 10m DJF 0.51550245 +thetao Europe 10m year 0.7093277 +thetao Europe 100m MAM 0.528409 +thetao Europe 100m JJA 0.6674242 +thetao Europe 100m SON 0.6255064 +thetao Europe 100m DJF 0.21352005 +thetao Europe 100m year 0.5087147 +thetao Europe 1000m MAM nan +thetao Europe 1000m JJA nan +thetao Europe 1000m SON nan +thetao Europe 1000m DJF nan +thetao Europe 1000m year nan +thetao Africa 10m MAM nan +thetao Africa 10m JJA nan +thetao Africa 10m SON nan +thetao Africa 10m DJF nan +thetao Africa 10m year nan +thetao Africa 100m MAM nan +thetao Africa 100m JJA nan +thetao Africa 100m SON nan +thetao Africa 100m DJF nan +thetao Africa 100m year nan +thetao Africa 1000m MAM nan +thetao Africa 1000m JJA nan +thetao Africa 1000m SON nan +thetao Africa 1000m DJF nan +thetao Africa 1000m year nan +thetao South_America 10m MAM nan +thetao South_America 10m JJA nan +thetao South_America 10m SON nan +thetao South_America 10m DJF nan +thetao South_America 10m year nan +thetao South_America 100m MAM nan +thetao South_America 100m JJA nan +thetao South_America 100m SON nan +thetao South_America 100m DJF nan +thetao South_America 100m year nan +thetao South_America 1000m MAM nan +thetao South_America 1000m JJA nan +thetao South_America 1000m SON nan +thetao South_America 1000m DJF nan +thetao South_America 1000m year nan +thetao Oceania 10m MAM nan +thetao Oceania 10m JJA nan +thetao Oceania 10m SON nan +thetao Oceania 10m DJF nan +thetao Oceania 10m year nan +thetao Oceania 100m MAM nan +thetao Oceania 100m JJA nan +thetao Oceania 100m SON nan +thetao Oceania 100m DJF nan +thetao Oceania 100m year nan +thetao Oceania 1000m MAM nan +thetao Oceania 1000m JJA nan +thetao Oceania 1000m SON nan +thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan +thetao Australia 10m MAM 1.2551556 +thetao Australia 10m JJA 0.22354507 +thetao Australia 10m SON 0.3456211 +thetao Australia 10m DJF 0.7735424 +thetao Australia 10m year 0.36488724 +thetao Australia 100m MAM nan +thetao Australia 100m JJA nan +thetao Australia 100m SON nan +thetao Australia 100m DJF nan +thetao Australia 100m year nan +thetao Australia 1000m MAM nan +thetao Australia 1000m JJA nan +thetao Australia 1000m SON nan +thetao Australia 1000m DJF nan +thetao Australia 1000m year nan +thetao Antarctica 10m MAM 0.35201132 +thetao Antarctica 10m JJA 0.35403633 +thetao Antarctica 10m SON 0.36960256 +thetao Antarctica 10m DJF 0.34338033 +thetao Antarctica 10m year 0.1830675 +thetao Antarctica 100m MAM nan +thetao Antarctica 100m JJA nan +thetao Antarctica 100m SON nan +thetao Antarctica 100m DJF nan +thetao Antarctica 100m year nan +thetao Antarctica 1000m MAM nan +thetao Antarctica 1000m JJA nan +thetao Antarctica 1000m SON nan +thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan +thetao glob 10m MAM 0.87891203 +thetao glob 10m JJA 0.8949866 +thetao glob 10m SON 0.84747285 +thetao glob 10m DJF 0.91042125 +thetao glob 10m year 0.8084786 +thetao glob 100m MAM 1.3851808 +thetao glob 100m JJA 1.367876 +thetao glob 100m SON 1.3513708 +thetao glob 100m DJF 1.383877 +thetao glob 100m year 1.3522027 +thetao glob 1000m MAM 2.0145316 +thetao glob 1000m JJA 2.0186636 +thetao glob 1000m SON 2.0150745 +thetao glob 1000m DJF 2.0075507 +thetao glob 1000m year 2.0138395 +thetao arctic 10m MAM 0.7945623 +thetao arctic 10m JJA 0.80124617 +thetao arctic 10m SON 0.571677 +thetao arctic 10m DJF 0.7366342 +thetao arctic 10m year 0.6803759 +thetao arctic 100m MAM 0.60212827 +thetao arctic 100m JJA 0.44914928 +thetao arctic 100m SON 0.42905897 +thetao arctic 100m DJF 0.46164572 +thetao arctic 100m year 0.4605111 +thetao arctic 1000m MAM 1.051047 +thetao arctic 1000m JJA 1.0703951 +thetao arctic 1000m SON 1.0637681 +thetao arctic 1000m DJF 1.0431643 +thetao arctic 1000m year 1.0570936 +thetao northmid 10m MAM 1.3155869 thetao northmid 10m JJA 1.3684263 -thetao northmid 10m SON 1.3918686 +thetao northmid 10m SON 1.3918687 thetao northmid 10m DJF 1.3312833 -thetao northmid 100m MAM 1.2906338 +thetao northmid 10m year 1.2955804 +thetao northmid 100m MAM 1.2906339 thetao northmid 100m JJA 1.360573 thetao northmid 100m SON 1.4815115 thetao northmid 100m DJF 1.3791909 +thetao northmid 100m year 1.3637125 thetao northmid 1000m MAM 1.8535317 -thetao northmid 1000m JJA 1.858136 -thetao northmid 1000m SON 1.8568655 -thetao northmid 1000m DJF 1.8554397 +thetao northmid 1000m JJA 1.8581362 +thetao northmid 1000m SON 1.8568656 +thetao northmid 1000m DJF 1.8554395 +thetao northmid 1000m year 1.8559464 thetao tropics 10m MAM 0.6993263 thetao tropics 10m JJA 0.72252095 -thetao tropics 10m SON 0.67890763 +thetao tropics 10m SON 0.6789075 thetao tropics 10m DJF 0.69347644 +thetao tropics 10m year 0.62035793 thetao tropics 100m MAM 1.8358462 thetao tropics 100m JJA 1.9688805 -thetao tropics 100m SON 1.9067308 -thetao tropics 100m DJF 1.9124005 +thetao tropics 100m SON 1.9067307 +thetao tropics 100m DJF 1.9124004 +thetao tropics 100m year 1.8803825 thetao tropics 1000m MAM 2.5411503 -thetao tropics 1000m JJA 2.549353 +thetao tropics 1000m JJA 2.5493526 thetao tropics 1000m SON 2.5459225 thetao tropics 1000m DJF 2.5361888 +thetao tropics 1000m year 2.543154 thetao innertropics 10m MAM 0.6534663 -thetao innertropics 10m JJA 0.6688591 -thetao innertropics 10m SON 0.5678355 +thetao innertropics 10m JJA 0.6688592 +thetao innertropics 10m SON 0.56783545 thetao innertropics 10m DJF 0.66748893 +thetao innertropics 10m year 0.52180296 thetao innertropics 100m MAM 2.3587239 thetao innertropics 100m JJA 2.644214 thetao innertropics 100m SON 2.543522 thetao innertropics 100m DJF 2.4606864 +thetao innertropics 100m year 2.4665065 thetao innertropics 1000m MAM 2.4627483 thetao innertropics 1000m JJA 2.461783 -thetao innertropics 1000m SON 2.4607937 +thetao innertropics 1000m SON 2.460794 thetao innertropics 1000m DJF 2.456049 +thetao innertropics 1000m year 2.4603434 thetao nino34 10m MAM 0.74840164 thetao nino34 10m JJA 0.7377104 thetao nino34 10m SON 0.7209614 thetao nino34 10m DJF 0.4766507 -thetao nino34 100m MAM 3.9007907 +thetao nino34 10m year 0.48811293 +thetao nino34 100m MAM 3.9007905 thetao nino34 100m JJA 5.3528438 thetao nino34 100m SON 5.934371 thetao nino34 100m DJF 4.8688803 +thetao nino34 100m year 5.0142207 thetao nino34 1000m MAM 2.4827561 thetao nino34 1000m JJA 2.4594064 thetao nino34 1000m SON 2.4991903 thetao nino34 1000m DJF 2.4648986 +thetao nino34 1000m year 2.4765625 thetao southmid 10m MAM 0.9589799 thetao southmid 10m JJA 1.1305902 thetao southmid 10m SON 1.1361156 thetao southmid 10m DJF 1.01093 +thetao southmid 10m year 1.0182565 thetao southmid 100m MAM 1.3475481 thetao southmid 100m JJA 1.1179652 thetao southmid 100m SON 1.1076783 thetao southmid 100m DJF 1.2466972 +thetao southmid 100m year 1.1900454 thetao southmid 1000m MAM 2.143824 thetao southmid 1000m JJA 2.1405993 thetao southmid 1000m SON 2.1348495 thetao southmid 1000m DJF 2.1281912 +thetao southmid 1000m year 2.1367185 thetao antarctic 10m MAM 0.8580746 thetao antarctic 10m JJA 0.46965832 thetao antarctic 10m SON 0.4374626 thetao antarctic 10m DJF 1.1218575 +thetao antarctic 10m year 0.5051665 thetao antarctic 100m MAM 0.9107644 thetao antarctic 100m JJA 0.931401 thetao antarctic 100m SON 0.9018059 thetao antarctic 100m DJF 0.9278372 +thetao antarctic 100m year 0.90370685 thetao antarctic 1000m MAM 0.46078613 thetao antarctic 1000m JJA 0.4471731 thetao antarctic 1000m SON 0.45230946 thetao antarctic 1000m DJF 0.4609129 -so glob 10m MAM 0.46480924 -so glob 10m JJA 0.49759805 -so glob 10m SON 0.4925169 -so glob 10m DJF 0.48310587 -so glob 100m MAM 0.30033013 -so glob 100m JJA 0.29605147 -so glob 100m SON 0.29722002 -so glob 100m DJF 0.29334503 -so glob 1000m MAM 0.15783273 -so glob 1000m JJA 0.15640487 -so glob 1000m SON 0.15657586 -so glob 1000m DJF 0.15708573 -so arctic 10m MAM 1.0192845 -so arctic 10m JJA 1.3324836 -so arctic 10m SON 1.2815462 -so arctic 10m DJF 1.1752832 -so arctic 100m MAM 0.6587042 -so arctic 100m JJA 0.66540605 -so arctic 100m SON 0.70171314 -so arctic 100m DJF 0.6563047 -so arctic 1000m MAM 0.13928653 -so arctic 1000m JJA 0.13406669 -so arctic 1000m SON 0.133623 -so arctic 1000m DJF 0.14257748 +thetao antarctic 1000m year 0.45466253 +so Atlantic_Basin 10m MAM 0.5673603 +so Atlantic_Basin 10m JJA 0.63141036 +so Atlantic_Basin 10m SON 0.5728723 +so Atlantic_Basin 10m DJF 0.5369061 +so Atlantic_Basin 10m year 0.54784983 +so Atlantic_Basin 100m MAM 0.33856744 +so Atlantic_Basin 100m JJA 0.33220002 +so Atlantic_Basin 100m SON 0.32555217 +so Atlantic_Basin 100m DJF 0.3351756 +so Atlantic_Basin 100m year 0.32983744 +so Atlantic_Basin 1000m MAM 0.3184002 +so Atlantic_Basin 1000m JJA 0.31758624 +so Atlantic_Basin 1000m SON 0.31812677 +so Atlantic_Basin 1000m DJF 0.31774607 +so Atlantic_Basin 1000m year 0.3179578 +so Pacific_Basin 10m MAM 0.3954626 +so Pacific_Basin 10m JJA 0.3762921 +so Pacific_Basin 10m SON 0.39170265 +so Pacific_Basin 10m DJF 0.39052823 +so Pacific_Basin 10m year 0.36816278 +so Pacific_Basin 100m MAM 0.21370213 +so Pacific_Basin 100m JJA 0.21001215 +so Pacific_Basin 100m SON 0.20491679 +so Pacific_Basin 100m DJF 0.20435318 +so Pacific_Basin 100m year 0.20479372 +so Pacific_Basin 1000m MAM 0.10737034 +so Pacific_Basin 1000m JJA 0.10719027 +so Pacific_Basin 1000m SON 0.107244544 +so Pacific_Basin 1000m DJF 0.106513076 +so Pacific_Basin 1000m year 0.107028894 +so Indian_Basin 10m MAM 0.34026653 +so Indian_Basin 10m JJA 0.327019 +so Indian_Basin 10m SON 0.3349665 +so Indian_Basin 10m DJF 0.3242619 +so Indian_Basin 10m year 0.31567588 +so Indian_Basin 100m MAM 0.2754887 +so Indian_Basin 100m JJA 0.25095326 +so Indian_Basin 100m SON 0.26399696 +so Indian_Basin 100m DJF 0.27180886 +so Indian_Basin 100m year 0.26156136 +so Indian_Basin 1000m MAM 0.12023836 +so Indian_Basin 1000m JJA 0.11727589 +so Indian_Basin 1000m SON 0.11838257 +so Indian_Basin 1000m DJF 0.11755792 +so Indian_Basin 1000m year 0.11828491 +so Arctic_Basin 10m MAM 1.0978647 +so Arctic_Basin 10m JJA 1.4022679 +so Arctic_Basin 10m SON 1.4132588 +so Arctic_Basin 10m DJF 1.2863863 +so Arctic_Basin 10m year 1.2320547 +so Arctic_Basin 100m MAM 0.7507398 +so Arctic_Basin 100m JJA 0.7708588 +so Arctic_Basin 100m SON 0.82445145 +so Arctic_Basin 100m DJF 0.7563213 +so Arctic_Basin 100m year 0.77423626 +so Arctic_Basin 1000m MAM 0.14813049 +so Arctic_Basin 1000m JJA 0.1421373 +so Arctic_Basin 1000m SON 0.14165679 +so Arctic_Basin 1000m DJF 0.1518238 +so Arctic_Basin 1000m year 0.14593033 +so Southern_Ocean_Basin 10m MAM 0.23381475 +so Southern_Ocean_Basin 10m JJA 0.21165286 +so Southern_Ocean_Basin 10m SON 0.20603839 +so Southern_Ocean_Basin 10m DJF 0.25195786 +so Southern_Ocean_Basin 10m year 0.21794686 +so Southern_Ocean_Basin 100m MAM 0.19544163 +so Southern_Ocean_Basin 100m JJA 0.18980822 +so Southern_Ocean_Basin 100m SON 0.18087062 +so Southern_Ocean_Basin 100m DJF 0.18364635 +so Southern_Ocean_Basin 100m year 0.18436064 +so Southern_Ocean_Basin 1000m MAM 0.11804313 +so Southern_Ocean_Basin 1000m JJA 0.11658542 +so Southern_Ocean_Basin 1000m SON 0.11663761 +so Southern_Ocean_Basin 1000m DJF 0.116860285 +so Southern_Ocean_Basin 1000m year 0.116942525 +so Mediterranean_Basin 10m MAM 1.1637236 +so Mediterranean_Basin 10m JJA 1.1514673 +so Mediterranean_Basin 10m SON 1.1941096 +so Mediterranean_Basin 10m DJF 1.1825118 +so Mediterranean_Basin 10m year 1.1729532 +so Mediterranean_Basin 100m MAM 1.3584268 +so Mediterranean_Basin 100m JJA 1.364429 +so Mediterranean_Basin 100m SON 1.399615 +so Mediterranean_Basin 100m DJF 1.3629284 +so Mediterranean_Basin 100m year 1.3713503 +so Mediterranean_Basin 1000m MAM 0.9504236 +so Mediterranean_Basin 1000m JJA 0.9584795 +so Mediterranean_Basin 1000m SON 0.94991773 +so Mediterranean_Basin 1000m DJF 0.9445324 +so Mediterranean_Basin 1000m year 0.9508382 +so Asia 10m MAM 1.5289841 +so Asia 10m JJA 1.2731771 +so Asia 10m SON 1.9815674 +so Asia 10m DJF 1.7768431 +so Asia 10m year 1.6401424 +so Asia 100m MAM 0.05677414 +so Asia 100m JJA 0.033237457 +so Asia 100m SON 0.010173798 +so Asia 100m DJF 0.05342102 +so Asia 100m year 0.0066070557 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 1.739284 +so North_America 10m JJA 2.0304904 +so North_America 10m SON 1.5549026 +so North_America 10m DJF 1.7237587 +so North_America 10m year 1.7621088 +so North_America 100m MAM nan +so North_America 100m JJA nan +so North_America 100m SON nan +so North_America 100m DJF nan +so North_America 100m year nan +so North_America 1000m MAM nan +so North_America 1000m JJA nan +so North_America 1000m SON nan +so North_America 1000m DJF nan +so North_America 1000m year nan +so Europe 10m MAM 1.6730194 +so Europe 10m JJA 1.8783493 +so Europe 10m SON 1.7013931 +so Europe 10m DJF 1.26898 +so Europe 10m year 1.630436 +so Europe 100m MAM 1.3775139 +so Europe 100m JJA 1.3677711 +so Europe 100m SON 1.3645859 +so Europe 100m DJF 1.3954659 +so Europe 100m year 1.3763351 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM nan +so South_America 10m JJA nan +so South_America 10m SON nan +so South_America 10m DJF nan +so South_America 10m year nan +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 0.1873436 +so Australia 10m JJA 0.23602676 +so Australia 10m SON 0.33309937 +so Australia 10m DJF 0.24097824 +so Australia 10m year 0.24936295 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.95423126 +so Antarctica 10m JJA 0.46509933 +so Antarctica 10m SON 0.38735962 +so Antarctica 10m DJF 0.70056915 +so Antarctica 10m year 0.6268158 +so Antarctica 100m MAM nan +so Antarctica 100m JJA nan +so Antarctica 100m SON nan +so Antarctica 100m DJF nan +so Antarctica 100m year nan +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.46421707 +so glob 10m JJA 0.49564436 +so glob 10m SON 0.49056497 +so glob 10m DJF 0.48162338 +so glob 10m year 0.45977026 +so glob 100m MAM 0.29886597 +so glob 100m JJA 0.29463974 +so glob 100m SON 0.29591572 +so glob 100m DJF 0.2920584 +so glob 100m year 0.29227415 +so glob 1000m MAM 0.1578658 +so glob 1000m JJA 0.15644023 +so glob 1000m SON 0.15661706 +so glob 1000m DJF 0.15710756 +so glob 1000m year 0.15695344 +so arctic 10m MAM 1.0251651 +so arctic 10m JJA 1.3338678 +so arctic 10m SON 1.2821124 +so arctic 10m DJF 1.1773965 +so arctic 10m year 1.1452754 +so arctic 100m MAM 0.6538809 +so arctic 100m JJA 0.6612193 +so arctic 100m SON 0.6990767 +so arctic 100m DJF 0.653002 +so arctic 100m year 0.66469353 +so arctic 1000m MAM 0.13917994 +so arctic 1000m JJA 0.13389112 +so arctic 1000m SON 0.13349418 +so arctic 1000m DJF 0.14245139 +so arctic 1000m year 0.13724273 so northmid 10m MAM 0.60407513 so northmid 10m JJA 0.6443779 so northmid 10m SON 0.6291592 so northmid 10m DJF 0.6068378 -so northmid 100m MAM 0.38836524 +so northmid 10m year 0.6104362 +so northmid 100m MAM 0.38836527 so northmid 100m JJA 0.37688294 so northmid 100m SON 0.38278717 so northmid 100m DJF 0.39100274 -so northmid 1000m MAM 0.1692663 +so northmid 100m year 0.38110968 +so northmid 1000m MAM 0.16926631 so northmid 1000m JJA 0.16882141 so northmid 1000m SON 0.16951045 so northmid 1000m DJF 0.16794208 -so tropics 10m MAM 0.39718598 +so northmid 1000m year 0.16879976 +so tropics 10m MAM 0.39718604 so tropics 10m JJA 0.36712903 -so tropics 10m SON 0.38130468 +so tropics 10m SON 0.3813047 so tropics 10m DJF 0.37201092 +so tropics 10m year 0.35098237 so tropics 100m MAM 0.22641955 so tropics 100m JJA 0.22262765 so tropics 100m SON 0.21739964 so tropics 100m DJF 0.21741445 +so tropics 100m year 0.2172483 so tropics 1000m MAM 0.16712028 so tropics 1000m JJA 0.16651785 so tropics 1000m SON 0.1665771 so tropics 1000m DJF 0.16627546 +so tropics 1000m year 0.16657965 so innertropics 10m MAM 0.48450455 so innertropics 10m JJA 0.43035707 -so innertropics 10m SON 0.44940516 +so innertropics 10m SON 0.44940513 so innertropics 10m DJF 0.43705037 +so innertropics 10m year 0.4066147 so innertropics 100m MAM 0.23636052 so innertropics 100m JJA 0.22953364 -so innertropics 100m SON 0.23475969 +so innertropics 100m SON 0.23475967 so innertropics 100m DJF 0.2348672 +so innertropics 100m year 0.23028839 so innertropics 1000m MAM 0.14599095 so innertropics 1000m JJA 0.14508358 so innertropics 1000m SON 0.14549547 so innertropics 1000m DJF 0.14511368 +so innertropics 1000m year 0.14535493 so nino34 10m MAM 0.42920732 so nino34 10m JJA 0.32289827 so nino34 10m SON 0.2607778 so nino34 10m DJF 0.30523703 +so nino34 10m year 0.3249168 so nino34 100m MAM 0.10250562 so nino34 100m JJA 0.09721638 so nino34 100m SON 0.08187278 so nino34 100m DJF 0.09616445 +so nino34 100m year 0.088316634 so nino34 1000m MAM 0.101735465 so nino34 1000m JJA 0.10056197 so nino34 1000m SON 0.103383824 so nino34 1000m DJF 0.10163339 +so nino34 1000m year 0.10182867 so southmid 10m MAM 0.28872332 so southmid 10m JJA 0.27188718 so southmid 10m SON 0.27476534 so southmid 10m DJF 0.29232907 +so southmid 10m year 0.27784103 so southmid 100m MAM 0.24568406 so southmid 100m JJA 0.24422424 so southmid 100m SON 0.24006875 so southmid 100m DJF 0.2415354 +so southmid 100m year 0.23992468 so southmid 1000m MAM 0.1718015 so southmid 1000m JJA 0.16988738 so southmid 1000m SON 0.1702114 so southmid 1000m DJF 0.1706237 +so southmid 1000m year 0.17054139 so antarctic 10m MAM 0.21837778 so antarctic 10m JJA 0.19521852 so antarctic 10m SON 0.18502283 so antarctic 10m DJF 0.272186 +so antarctic 10m year 0.20042764 so antarctic 100m MAM 0.18384525 so antarctic 100m JJA 0.17051646 so antarctic 100m SON 0.16301242 so antarctic 100m DJF 0.16385835 +so antarctic 100m year 0.16817741 so antarctic 1000m MAM 0.06897166 so antarctic 1000m JJA 0.068286814 so antarctic 1000m SON 0.068227455 so antarctic 1000m DJF 0.06717414 +so antarctic 1000m year 0.06813005 diff --git a/eval/NCEP2/MRI-ESM2-0.csv b/eval/NCEP2/MRI-ESM2-0.csv index 25d8c90..835304b 100644 --- a/eval/NCEP2/MRI-ESM2-0.csv +++ b/eval/NCEP2/MRI-ESM2-0.csv @@ -1,513 +1,1761 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 6.827635780968015 -siconc glob surface JJA 9.483566420667383 -siconc glob surface SON 11.241030719347851 -siconc glob surface DJF 6.9846094717562135 -siconc arctic surface MAM 4.814928955724193 -siconc arctic surface JJA 10.240805819353888 -siconc arctic surface SON 11.124721647633802 -siconc arctic surface DJF 5.1411834878565585 +siconc Atlantic_Basin surface MAM 12.226026776609714 +siconc Atlantic_Basin surface JJA 11.108416233008764 +siconc Atlantic_Basin surface SON 12.22973938089084 +siconc Atlantic_Basin surface DJF 11.807122536732278 +siconc Atlantic_Basin surface year 9.455140271372652 +siconc Pacific_Basin surface MAM 11.200785283691086 +siconc Pacific_Basin surface JJA 2.9440690775200657 +siconc Pacific_Basin surface SON 6.744294206285041 +siconc Pacific_Basin surface DJF 11.956228236474406 +siconc Pacific_Basin surface year 10.786552032644137 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 3.056882932001595 +siconc Arctic_Basin surface JJA 10.098516153889424 +siconc Arctic_Basin surface SON 10.832986155565731 +siconc Arctic_Basin surface DJF 3.5877975467269274 +siconc Arctic_Basin surface year 4.5330219217486345 +siconc Southern_Ocean_Basin surface MAM 9.361546918111426 +siconc Southern_Ocean_Basin surface JJA 8.715740597862817 +siconc Southern_Ocean_Basin surface SON 11.505237363096521 +siconc Southern_Ocean_Basin surface DJF 8.889487663169252 +siconc Southern_Ocean_Basin surface year 6.284913626240317 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 4.420337371826179 +siconc Asia surface JJA 11.685699119567872 +siconc Asia surface SON 30.323317146301267 +siconc Asia surface DJF 2.238613433837891 +siconc Asia surface year 11.881049423217775 +siconc North_America surface MAM 15.347730598449706 +siconc North_America surface JJA 22.561658018430077 +siconc North_America surface SON 6.120734100341796 +siconc North_America surface DJF 7.228482268651326 +siconc North_America surface year 12.895579948425295 +siconc Europe surface MAM nan +siconc Europe surface JJA nan +siconc Europe surface SON nan +siconc Europe surface DJF nan +siconc Europe surface year nan +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 14.84066162109375 +siconc Antarctica surface JJA 28.63314727783203 +siconc Antarctica surface SON 20.920802154541015 +siconc Antarctica surface DJF 9.272215881347655 +siconc Antarctica surface year 18.419205780029294 +siconc glob surface MAM 6.827652345387167 +siconc glob surface JJA 9.483672437999807 +siconc glob surface SON 11.240845861729177 +siconc glob surface DJF 6.984627919858547 +siconc glob surface year 6.132812375799343 +siconc arctic surface MAM 4.814958068592994 +siconc arctic surface JJA 10.24100892383307 +siconc arctic surface SON 11.124367033821176 +siconc arctic surface DJF 5.141217332979402 +siconc arctic surface year 5.487674707807057 siconc northmid surface MAM 9.46152267136524 siconc northmid surface JJA 5.956071728312193 siconc northmid surface SON 5.056259487455477 siconc northmid surface DJF 10.611965180841352 +siconc northmid surface year 9.450244912191923 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 4.915071500903368 siconc southmid surface JJA 8.41423482214826 siconc southmid surface SON 14.6620911579406 siconc southmid surface DJF 3.0983511701646975 +siconc southmid surface year 5.51791304163075 siconc antarctic surface MAM 9.704853739451664 siconc antarctic surface JJA 7.895703672896561 siconc antarctic surface SON 9.93816025427177 siconc antarctic surface DJF 9.780551985357278 -tas glob surface MAM 1.6005542 -tas glob surface JJA 1.704261 -tas glob surface SON 1.9401349 -tas glob surface DJF 1.3810872 -tas arctic surface MAM 1.7080799 -tas arctic surface JJA 0.93572575 -tas arctic surface SON 3.1894236 -tas arctic surface DJF 1.5644714 -tas northmid surface MAM 1.5262911 -tas northmid surface JJA 1.4424171 -tas northmid surface SON 1.3611524 -tas northmid surface DJF 1.979998 -tas tropics surface MAM 1.0626221 -tas tropics surface JJA 1.1335961 -tas tropics surface SON 1.1581645 -tas tropics surface DJF 1.0520813 -tas innertropics surface MAM 0.7245448 -tas innertropics surface JJA 0.773987 -tas innertropics surface SON 0.9016587 -tas innertropics surface DJF 0.78943175 -tas nino34 surface MAM 0.31674728 -tas nino34 surface JJA 0.52050805 -tas nino34 surface SON 0.168691 -tas nino34 surface DJF 0.6775978 -tas southmid surface MAM 1.3439492 -tas southmid surface JJA 1.6439142 -tas southmid surface SON 1.588714 -tas southmid surface DJF 1.2287252 -tas antarctic surface MAM 2.9845192 -tas antarctic surface JJA 3.938062 -tas antarctic surface SON 3.3290353 -tas antarctic surface DJF 1.4781017 -clt glob surface MAM 10.661637 -clt glob surface JJA 10.784555 -clt glob surface SON 9.849572 +siconc antarctic surface year 6.520372952598136 +tas Atlantic_Basin surface MAM 0.97888345 +tas Atlantic_Basin surface JJA 0.9609793 +tas Atlantic_Basin surface SON 0.92044485 +tas Atlantic_Basin surface DJF 1.1204765 +tas Atlantic_Basin surface year 0.88920325 +tas Pacific_Basin surface MAM 1.0106527 +tas Pacific_Basin surface JJA 0.9855229 +tas Pacific_Basin surface SON 1.0488068 +tas Pacific_Basin surface DJF 1.0226495 +tas Pacific_Basin surface year 0.9520192 +tas Indian_Basin surface MAM 0.68044823 +tas Indian_Basin surface JJA 0.58673036 +tas Indian_Basin surface SON 0.6819291 +tas Indian_Basin surface DJF 0.7805877 +tas Indian_Basin surface year 0.5899309 +tas Arctic_Basin surface MAM 0.83961385 +tas Arctic_Basin surface JJA 1.015191 +tas Arctic_Basin surface SON 2.3421357 +tas Arctic_Basin surface DJF 1.6914412 +tas Arctic_Basin surface year 0.7487833 +tas Southern_Ocean_Basin surface MAM 0.9439192 +tas Southern_Ocean_Basin surface JJA 2.0222447 +tas Southern_Ocean_Basin surface SON 1.942184 +tas Southern_Ocean_Basin surface DJF 0.84400016 +tas Southern_Ocean_Basin surface year 1.3309904 +tas Mediterranean_Basin surface MAM 0.4613663 +tas Mediterranean_Basin surface JJA 1.1216265 +tas Mediterranean_Basin surface SON 1.2545772 +tas Mediterranean_Basin surface DJF 0.5763638 +tas Mediterranean_Basin surface year 0.7284598 +tas Asia surface MAM 2.0159862 +tas Asia surface JJA 1.5311155 +tas Asia surface SON 1.8928466 +tas Asia surface DJF 3.233918 +tas Asia surface year 1.7437758 +tas North_America surface MAM 2.0395494 +tas North_America surface JJA 1.6276859 +tas North_America surface SON 1.9865261 +tas North_America surface DJF 2.508207 +tas North_America surface year 1.6959122 +tas Europe surface MAM 0.9390381 +tas Europe surface JJA 0.7895523 +tas Europe surface SON 0.97858775 +tas Europe surface DJF 2.3386183 +tas Europe surface year 0.9343438 +tas Africa surface MAM 1.0684729 +tas Africa surface JJA 1.3978068 +tas Africa surface SON 1.5145284 +tas Africa surface DJF 1.1123264 +tas Africa surface year 1.0518891 +tas South_America surface MAM 1.1769505 +tas South_America surface JJA 1.5311965 +tas South_America surface SON 1.3402317 +tas South_America surface DJF 1.3763877 +tas South_America surface year 1.1158657 +tas Oceania surface MAM 1.6844261 +tas Oceania surface JJA 2.1612272 +tas Oceania surface SON 1.5389543 +tas Oceania surface DJF 1.5720077 +tas Oceania surface year 1.5682622 +tas Australia surface MAM 1.0449973 +tas Australia surface JJA 1.1325514 +tas Australia surface SON 1.5081116 +tas Australia surface DJF 1.3491392 +tas Australia surface year 1.2309569 +tas Antarctica surface MAM 1.7965783 +tas Antarctica surface JJA 2.1186101 +tas Antarctica surface SON 2.2068646 +tas Antarctica surface DJF 2.2770326 +tas Antarctica surface year 1.3988054 +tas glob surface MAM 1.1647935 +tas glob surface JJA 1.3753473 +tas glob surface SON 1.518194 +tas glob surface DJF 1.4501685 +tas glob surface year 1.1239343 +tas arctic surface MAM 1.2850952 +tas arctic surface JJA 1.1332977 +tas arctic surface SON 2.2550142 +tas arctic surface DJF 2.3098204 +tas arctic surface year 1.175042 +tas northmid surface MAM 1.4896232 +tas northmid surface JJA 1.3485428 +tas northmid surface SON 1.124426 +tas northmid surface DJF 1.8109725 +tas northmid surface year 1.223649 +tas tropics surface MAM 0.93663836 +tas tropics surface JJA 1.0162174 +tas tropics surface SON 1.0503098 +tas tropics surface DJF 1.0122303 +tas tropics surface year 0.88570815 +tas innertropics surface MAM 0.962864 +tas innertropics surface JJA 0.9992937 +tas innertropics surface SON 1.1007078 +tas innertropics surface DJF 1.089172 +tas innertropics surface year 0.9411593 +tas nino34 surface MAM 0.5649747 +tas nino34 surface JJA 0.33256683 +tas nino34 surface SON 0.63150966 +tas nino34 surface DJF 1.3765602 +tas nino34 surface year 0.6733228 +tas southmid surface MAM 0.7189934 +tas southmid surface JJA 0.91121435 +tas southmid surface SON 0.99937963 +tas southmid surface DJF 0.8745042 +tas southmid surface year 0.81647485 +tas antarctic surface MAM 1.6826767 +tas antarctic surface JJA 2.841282 +tas antarctic surface SON 2.7071126 +tas antarctic surface DJF 1.7716281 +tas antarctic surface year 1.7966698 +clt Atlantic_Basin surface MAM 9.94029 +clt Atlantic_Basin surface JJA 8.280882 +clt Atlantic_Basin surface SON 8.142482 +clt Atlantic_Basin surface DJF 13.468607 +clt Atlantic_Basin surface year 8.183152 +clt Pacific_Basin surface MAM 11.084739 +clt Pacific_Basin surface JJA 10.72469 +clt Pacific_Basin surface SON 10.291233 +clt Pacific_Basin surface DJF 13.365389 +clt Pacific_Basin surface year 9.909221 +clt Indian_Basin surface MAM 10.724567 +clt Indian_Basin surface JJA 14.3291855 +clt Indian_Basin surface SON 10.373391 +clt Indian_Basin surface DJF 9.350754 +clt Indian_Basin surface year 9.478625 +clt Arctic_Basin surface MAM 7.9584684 +clt Arctic_Basin surface JJA 9.301692 +clt Arctic_Basin surface SON 9.671207 +clt Arctic_Basin surface DJF 6.6407824 +clt Arctic_Basin surface year 7.617603 +clt Southern_Ocean_Basin surface MAM 6.7861195 +clt Southern_Ocean_Basin surface JJA 9.32294 +clt Southern_Ocean_Basin surface SON 9.589606 +clt Southern_Ocean_Basin surface DJF 3.4550614 +clt Southern_Ocean_Basin surface year 7.0293484 +clt Mediterranean_Basin surface MAM 6.0168567 +clt Mediterranean_Basin surface JJA 4.0828123 +clt Mediterranean_Basin surface SON 8.436433 +clt Mediterranean_Basin surface DJF 10.548182 +clt Mediterranean_Basin surface year 7.2483034 +clt Asia surface MAM 7.335542 +clt Asia surface JJA 6.684408 +clt Asia surface SON 6.6159816 +clt Asia surface DJF 12.973276 +clt Asia surface year 6.248683 +clt North_America surface MAM 8.577961 +clt North_America surface JJA 6.549064 +clt North_America surface SON 7.6027613 +clt North_America surface DJF 9.974188 +clt North_America surface year 6.8534255 +clt Europe surface MAM 2.9501274 +clt Europe surface JJA 4.746527 +clt Europe surface SON 5.280851 +clt Europe surface DJF 8.272299 +clt Europe surface year 4.444852 +clt Africa surface MAM 10.890579 +clt Africa surface JJA 10.052032 +clt Africa surface SON 10.172236 +clt Africa surface DJF 10.552953 +clt Africa surface year 8.565327 +clt South_America surface MAM 6.7778296 +clt South_America surface JJA 8.362546 +clt South_America surface SON 5.981028 +clt South_America surface DJF 7.4731545 +clt South_America surface year 6.072462 +clt Oceania surface MAM 8.462481 +clt Oceania surface JJA 8.1469345 +clt Oceania surface SON 6.900052 +clt Oceania surface DJF 7.4029346 +clt Oceania surface year 7.082953 +clt Australia surface MAM 4.4639354 +clt Australia surface JJA 4.088471 +clt Australia surface SON 9.496947 +clt Australia surface DJF 9.923297 +clt Australia surface year 6.4364076 +clt Antarctica surface MAM 31.3262 +clt Antarctica surface JJA 27.442804 +clt Antarctica surface SON 19.149483 +clt Antarctica surface DJF 16.661922 +clt Antarctica surface year 22.672932 +clt glob surface MAM 10.661638 +clt glob surface JJA 10.7845545 +clt glob surface SON 9.849573 clt glob surface DJF 10.388323 -clt arctic surface MAM 8.197251 -clt arctic 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surface DJF 0.040277563 -zos tropics surface MAM 0.028242994 +zos northmid surface DJF 0.04027756 +zos northmid surface year 0.041666564 +zos tropics surface MAM 0.028242996 zos tropics surface JJA 0.028639453 zos tropics surface SON 0.029500686 -zos tropics surface DJF 0.026858991 +zos tropics surface DJF 0.02685899 +zos tropics surface year 0.027346024 zos innertropics surface MAM 0.022140324 -zos innertropics surface JJA 0.022976298 +zos innertropics surface JJA 0.0229763 zos innertropics surface SON 0.02431206 zos innertropics surface DJF 0.020978853 -zos nino34 surface MAM 0.030333979 +zos innertropics surface year 0.021157043 +zos nino34 surface MAM 0.030333977 zos nino34 surface JJA 0.03402938 zos nino34 surface SON 0.03007165 zos nino34 surface DJF 0.021959636 +zos nino34 surface year 0.029061047 zos southmid surface MAM 0.055948727 zos southmid surface JJA 0.05152467 zos southmid surface SON 0.053478494 zos southmid surface DJF 0.053994596 +zos southmid surface year 0.053610504 zos antarctic surface MAM 0.025322132 zos antarctic surface JJA 0.023840355 zos antarctic surface SON 0.027422987 zos antarctic surface DJF 0.02070239 -tos glob surface MAM 0.18517542 -tos glob surface JJA 0.18853226 -tos glob surface SON 0.16629599 -tos glob surface DJF 0.22972724 -tos arctic surface MAM 0.11368769 -tos arctic surface JJA 0.30923402 -tos arctic surface SON 0.2541266 -tos arctic surface DJF 0.10902865 +zos antarctic surface year 0.022197608 +tos Atlantic_Basin surface MAM 0.18071212 +tos Atlantic_Basin surface JJA 0.23242931 +tos Atlantic_Basin surface SON 0.18192226 +tos Atlantic_Basin surface DJF 0.16742295 +tos Atlantic_Basin surface year 0.13243647 +tos Pacific_Basin surface MAM 0.19041128 +tos Pacific_Basin surface JJA 0.17546625 +tos Pacific_Basin surface SON 0.14904557 +tos Pacific_Basin surface DJF 0.19605573 +tos Pacific_Basin surface year 0.14584337 +tos Indian_Basin surface MAM 0.14437051 +tos Indian_Basin surface JJA 0.15143442 +tos Indian_Basin surface SON 0.13796285 +tos Indian_Basin surface DJF 0.19230069 +tos Indian_Basin surface year 0.12509173 +tos Arctic_Basin surface MAM 0.07374601 +tos Arctic_Basin surface JJA 0.26963153 +tos Arctic_Basin surface SON 0.21106577 +tos Arctic_Basin surface DJF 0.07418808 +tos Arctic_Basin surface year 0.13506044 +tos Southern_Ocean_Basin surface MAM 0.23032175 +tos Southern_Ocean_Basin surface JJA 0.15349188 +tos Southern_Ocean_Basin surface SON 0.15864177 +tos Southern_Ocean_Basin surface DJF 0.38914287 +tos Southern_Ocean_Basin surface year 0.15175696 +tos Mediterranean_Basin surface MAM 0.5306144 +tos Mediterranean_Basin surface JJA 0.20939924 +tos Mediterranean_Basin surface SON 0.46180776 +tos Mediterranean_Basin surface DJF 0.21062511 +tos Mediterranean_Basin surface year 0.32840908 +tos Asia surface MAM 0.15059683 +tos Asia surface JJA 0.1981356 +tos Asia surface SON 0.28344867 +tos Asia surface DJF 0.12727144 +tos Asia surface year 0.14675519 +tos North_America surface MAM 0.18294756 +tos North_America surface JJA 0.42478266 +tos North_America surface SON 0.24415304 +tos North_America surface DJF 0.13823228 +tos North_America surface year 0.1919799 +tos Europe surface MAM 0.45898703 +tos Europe surface JJA 0.2254233 +tos Europe surface SON 0.45052946 +tos Europe surface DJF 0.13509147 +tos Europe surface year 0.27767128 +tos Africa surface MAM 0.45172054 +tos Africa surface JJA 0.34882295 +tos Africa surface SON 0.467898 +tos Africa surface DJF 0.20135236 +tos Africa surface year 0.36744845 +tos South_America surface MAM 0.12118062 +tos South_America surface JJA 0.11184094 +tos South_America surface SON 0.08810529 +tos South_America surface DJF 0.16098963 +tos South_America surface year 0.096332096 +tos Oceania surface MAM 0.023458302 +tos Oceania surface JJA 0.029022843 +tos Oceania surface SON 0.033298463 +tos Oceania surface DJF 0.25290218 +tos Oceania surface year 0.063519 +tos Australia surface MAM 0.16365287 +tos Australia surface JJA 0.1746617 +tos Australia surface SON 0.30545467 +tos Australia surface DJF 0.05732602 +tos Australia surface year 0.15533808 +tos Antarctica surface MAM 0.6016795 +tos Antarctica surface JJA 0.1647363 +tos Antarctica surface SON 0.20563069 +tos Antarctica surface DJF 0.695099 +tos Antarctica surface year 0.41678634 +tos glob surface MAM 0.18517536 +tos glob surface JJA 0.18853085 +tos glob surface SON 0.16629563 +tos glob surface DJF 0.22972721 +tos glob surface year 0.1434963 +tos arctic surface MAM 0.113687225 +tos arctic surface JJA 0.30922404 +tos arctic surface SON 0.25412405 +tos arctic surface DJF 0.10902836 +tos arctic surface year 0.15951928 tos northmid surface MAM 0.25042838 tos northmid surface JJA 0.22845341 -tos northmid surface SON 0.21705203 +tos northmid surface SON 0.21705206 tos northmid surface DJF 0.16887777 +tos northmid surface year 0.1536663 tos tropics surface MAM 0.1775602 tos tropics surface JJA 0.16596693 -tos tropics surface SON 0.13519633 +tos tropics surface SON 0.13519634 tos tropics surface DJF 0.18961743 +tos tropics surface year 0.14082798 tos innertropics surface MAM 0.20192027 tos innertropics surface JJA 0.15428221 tos innertropics surface SON 0.14442596 tos innertropics surface DJF 0.17750946 +tos innertropics surface year 0.14230035 tos nino34 surface MAM 0.56749463 tos nino34 surface JJA 0.27074164 -tos nino34 surface SON 0.25242534 -tos nino34 surface DJF 0.39993775 +tos nino34 surface SON 0.2524253 +tos nino34 surface DJF 0.39993778 +tos nino34 surface year 0.37264982 tos southmid surface MAM 0.14721827 tos southmid surface JJA 0.13618875 tos southmid surface SON 0.14773917 tos southmid surface DJF 0.26220235 +tos southmid surface year 0.11514902 tos antarctic surface MAM 0.3282977 tos antarctic surface JJA 0.14915077 tos antarctic surface SON 0.14657605 tos antarctic surface DJF 0.5260982 -mlotst glob surface MAM 26.604544 -mlotst glob surface JJA 22.874079 -mlotst glob surface SON 27.470358 -mlotst glob surface DJF 20.733347 -mlotst arctic surface MAM 60.315784 -mlotst arctic surface JJA 2.7381854 -mlotst arctic surface SON 11.1685505 -mlotst arctic surface DJF 45.506996 -mlotst northmid surface MAM 55.776474 +tos antarctic surface year 0.17594236 +mlotst Atlantic_Basin surface MAM 55.968803 +mlotst Atlantic_Basin surface JJA 10.712631 +mlotst Atlantic_Basin surface SON 11.46033 +mlotst Atlantic_Basin surface DJF 44.353405 +mlotst Atlantic_Basin surface year 29.06202 +mlotst Pacific_Basin surface MAM 17.268057 +mlotst Pacific_Basin surface JJA 11.63447 +mlotst Pacific_Basin surface SON 8.965036 +mlotst Pacific_Basin surface DJF 18.341595 +mlotst Pacific_Basin surface year 12.6144705 +mlotst Indian_Basin surface MAM 9.006024 +mlotst Indian_Basin surface JJA 29.51693 +mlotst Indian_Basin surface SON 24.77257 +mlotst Indian_Basin surface DJF 9.548673 +mlotst Indian_Basin surface year 17.285128 +mlotst Arctic_Basin surface MAM 38.29567 +mlotst Arctic_Basin surface JJA 2.2694325 +mlotst Arctic_Basin surface SON 10.562544 +mlotst Arctic_Basin surface DJF 26.89787 +mlotst Arctic_Basin surface year 18.376127 +mlotst Southern_Ocean_Basin surface MAM 20.414038 +mlotst Southern_Ocean_Basin surface JJA 56.798462 +mlotst Southern_Ocean_Basin surface SON 74.922455 +mlotst Southern_Ocean_Basin surface DJF 6.019365 +mlotst Southern_Ocean_Basin surface year 38.28727 +mlotst Mediterranean_Basin surface MAM 59.667427 +mlotst Mediterranean_Basin surface JJA 3.6316457 +mlotst Mediterranean_Basin surface SON 8.940081 +mlotst Mediterranean_Basin surface DJF 93.922585 +mlotst Mediterranean_Basin surface year 39.825745 +mlotst Asia surface MAM 20.774263 +mlotst Asia surface JJA 9.482497 +mlotst Asia surface SON 15.709674 +mlotst Asia surface DJF 35.767467 +mlotst Asia surface year 20.26186 +mlotst North_America surface MAM 30.800442 +mlotst North_America surface JJA 5.095921 +mlotst North_America surface SON 17.26647 +mlotst North_America surface DJF 42.232273 +mlotst North_America surface year 23.646612 +mlotst Europe surface MAM 57.487724 +mlotst Europe surface JJA 5.1848483 +mlotst Europe surface SON 26.285662 +mlotst Europe surface DJF 98.20367 +mlotst Europe surface year 46.64856 +mlotst Africa surface MAM 18.285326 +mlotst Africa surface JJA 25.444565 +mlotst Africa surface SON 15.074205 +mlotst Africa surface DJF 25.192373 +mlotst Africa surface year 20.82577 +mlotst South_America surface MAM 13.819408 +mlotst South_America surface JJA 19.817558 +mlotst South_America surface SON 10.742181 +mlotst South_America surface DJF 8.806108 +mlotst South_America surface year 13.296313 +mlotst Oceania surface MAM 27.611462 +mlotst Oceania surface JJA 82.413536 +mlotst Oceania surface SON 40.591675 +mlotst Oceania surface DJF 11.258797 +mlotst Oceania surface year 40.46887 +mlotst Australia surface MAM 37.17335 +mlotst Australia surface JJA 83.16017 +mlotst Australia surface SON 59.474403 +mlotst Australia surface DJF 18.257551 +mlotst Australia surface year 49.516365 +mlotst Antarctica surface MAM 142.29742 +mlotst Antarctica surface JJA 371.08737 +mlotst Antarctica surface SON 429.8435 +mlotst Antarctica surface DJF 13.937678 +mlotst Antarctica surface year 239.2915 +mlotst glob surface MAM 28.011192 +mlotst glob surface JJA 27.2526 +mlotst glob surface SON 32.524605 +mlotst glob surface DJF 20.626942 +mlotst glob surface year 25.809078 +mlotst arctic surface MAM 60.31661 +mlotst arctic surface JJA 2.7379262 +mlotst arctic surface SON 11.168564 +mlotst arctic surface DJF 45.506474 +mlotst arctic surface year 28.304415 +mlotst northmid surface MAM 55.77648 mlotst northmid surface JJA 2.577246 mlotst northmid surface SON 7.1188436 mlotst northmid surface DJF 55.60711 -mlotst tropics surface MAM 9.523514 -mlotst tropics surface JJA 13.275954 -mlotst tropics surface SON 9.608881 -mlotst tropics surface DJF 11.471728 -mlotst innertropics surface MAM 8.648928 -mlotst innertropics surface JJA 10.418921 -mlotst innertropics surface SON 8.190317 -mlotst innertropics surface DJF 10.115407 +mlotst northmid surface year 28.94086 +mlotst tropics surface MAM 9.527535 +mlotst tropics surface JJA 13.28509 +mlotst tropics surface SON 9.611612 +mlotst tropics surface DJF 11.463256 +mlotst tropics surface year 9.654434 +mlotst innertropics surface MAM 8.655979 +mlotst innertropics surface JJA 10.4345255 +mlotst innertropics surface SON 8.194712 +mlotst innertropics surface DJF 10.099018 +mlotst innertropics surface year 7.569237 mlotst nino34 surface MAM 11.958415 mlotst nino34 surface JJA 22.325127 mlotst nino34 surface SON 8.335324 mlotst nino34 surface DJF 10.982818 +mlotst nino34 surface year 13.301113 mlotst southmid surface MAM 15.71479 mlotst southmid surface JJA 48.289936 mlotst southmid surface SON 54.06175 mlotst southmid surface DJF 6.0997057 -mlotst antarctic surface MAM 21.623175 -mlotst antarctic surface JJA 59.533096 -mlotst antarctic surface SON 90.11282 -mlotst antarctic surface DJF 4.0284257 -thetao glob 10m MAM 0.8156308 -thetao glob 10m JJA 0.8086319 -thetao glob 10m SON 0.77797115 -thetao glob 10m DJF 0.8330794 -thetao glob 100m MAM 1.1287054 -thetao glob 100m JJA 1.0586644 -thetao glob 100m SON 1.1218021 -thetao glob 100m DJF 1.1441672 -thetao glob 1000m MAM 1.2185686 -thetao glob 1000m JJA 1.2208071 -thetao glob 1000m SON 1.2189187 -thetao glob 1000m DJF 1.2165542 -thetao arctic 10m MAM 0.6661525 -thetao arctic 10m JJA 0.50828445 -thetao arctic 10m SON 0.3710018 -thetao arctic 10m DJF 0.6414639 -thetao arctic 100m MAM 0.57916856 -thetao arctic 100m JJA 0.42712092 -thetao arctic 100m SON 0.40024617 -thetao arctic 100m DJF 0.4451531 -thetao arctic 1000m MAM 2.016486 -thetao arctic 1000m JJA 2.0330582 -thetao arctic 1000m SON 2.026479 -thetao arctic 1000m DJF 2.0173078 -thetao northmid 10m MAM 1.4878012 -thetao northmid 10m JJA 1.493538 -thetao northmid 10m SON 1.2873117 -thetao northmid 10m DJF 1.4051063 -thetao northmid 100m MAM 1.4346014 -thetao northmid 100m JJA 1.4932181 -thetao northmid 100m SON 1.6041116 -thetao northmid 100m DJF 1.5288117 -thetao northmid 1000m MAM 1.5025594 -thetao northmid 1000m JJA 1.5070832 -thetao northmid 1000m SON 1.5028864 -thetao northmid 1000m DJF 1.504652 -thetao tropics 10m MAM 0.6989408 -thetao tropics 10m JJA 0.7177423 -thetao tropics 10m SON 0.7672853 -thetao tropics 10m DJF 0.7170167 -thetao tropics 100m MAM 1.5266948 -thetao tropics 100m JJA 1.4841368 -thetao tropics 100m SON 1.6014588 -thetao tropics 100m DJF 1.616345 -thetao tropics 1000m MAM 1.4685277 -thetao tropics 1000m JJA 1.4773362 -thetao tropics 1000m SON 1.4743174 -thetao tropics 1000m DJF 1.4691346 -thetao innertropics 10m MAM 0.54842156 -thetao innertropics 10m JJA 0.59190166 -thetao innertropics 10m SON 0.64532536 -thetao innertropics 10m DJF 0.6714355 -thetao innertropics 100m MAM 1.9126354 -thetao innertropics 100m JJA 1.8866204 -thetao innertropics 100m SON 2.0475614 -thetao innertropics 100m DJF 2.0641024 -thetao innertropics 1000m MAM 1.2311003 -thetao innertropics 1000m JJA 1.2374753 -thetao innertropics 1000m SON 1.2420613 -thetao innertropics 1000m DJF 1.2359658 -thetao nino34 10m MAM 0.41338354 -thetao nino34 10m JJA 0.39447436 -thetao nino34 10m SON 0.2504141 -thetao nino34 10m DJF 0.9549525 -thetao nino34 100m MAM 1.6392726 -thetao nino34 100m JJA 1.8486413 -thetao nino34 100m SON 1.1101214 -thetao nino34 100m DJF 1.7095296 -thetao nino34 1000m MAM 1.1581416 -thetao nino34 1000m JJA 1.1245636 -thetao nino34 1000m SON 1.1696199 -thetao nino34 1000m DJF 1.1331164 -thetao southmid 10m MAM 0.89410305 -thetao southmid 10m JJA 0.91263175 -thetao southmid 10m SON 0.94779724 -thetao southmid 10m DJF 0.9703443 -thetao southmid 100m MAM 0.99578035 -thetao southmid 100m JJA 0.8597668 -thetao southmid 100m SON 0.88115275 -thetao southmid 100m DJF 0.9529142 -thetao southmid 1000m MAM 0.67670286 -thetao southmid 1000m JJA 0.6651617 -thetao southmid 1000m SON 0.66452384 -thetao southmid 1000m DJF 0.6644278 -thetao antarctic 10m MAM 0.40026373 -thetao antarctic 10m JJA 0.47233236 -thetao antarctic 10m SON 0.3757724 -thetao antarctic 10m DJF 0.46331796 -thetao antarctic 100m MAM 0.43517226 -thetao antarctic 100m JJA 0.3844074 -thetao antarctic 100m SON 0.43439105 -thetao antarctic 100m DJF 0.44701996 -thetao antarctic 1000m MAM 0.341061 -thetao antarctic 1000m JJA 0.33449027 -thetao antarctic 1000m SON 0.3491111 -thetao antarctic 1000m DJF 0.3508861 -so glob 10m MAM 0.55427444 -so glob 10m JJA 0.5458301 -so glob 10m SON 0.53118217 -so glob 10m DJF 0.5754653 -so glob 100m MAM 0.36305398 -so glob 100m JJA 0.37016454 -so glob 100m SON 0.37670773 -so glob 100m DJF 0.37053713 -so glob 1000m MAM 0.12163386 -so glob 1000m JJA 0.12095813 -so glob 1000m SON 0.120488204 -so glob 1000m DJF 0.12097105 -so arctic 10m MAM 1.3691553 -so arctic 10m JJA 1.4174576 -so arctic 10m SON 1.3695203 -so arctic 10m DJF 1.5774978 -so arctic 100m MAM 0.58801734 -so arctic 100m JJA 0.59366393 -so arctic 100m SON 0.6257489 -so arctic 100m DJF 0.58720994 -so arctic 1000m MAM 0.04190524 -so arctic 1000m JJA 0.04050151 -so arctic 1000m SON 0.040046822 -so arctic 1000m DJF 0.044273887 -so northmid 10m MAM 0.4319165 -so northmid 10m JJA 0.46769327 -so northmid 10m SON 0.49418318 -so northmid 10m DJF 0.45206577 -so northmid 100m MAM 0.35576382 -so northmid 100m JJA 0.3575559 -so northmid 100m SON 0.35945797 -so northmid 100m DJF 0.34832558 -so northmid 1000m MAM 0.16157459 -so northmid 1000m JJA 0.16164489 -so northmid 1000m SON 0.16115469 -so northmid 1000m DJF 0.16137698 -so tropics 10m MAM 0.5589159 -so tropics 10m JJA 0.52583885 -so tropics 10m SON 0.5037957 -so tropics 10m DJF 0.5338237 -so tropics 100m MAM 0.44033703 -so tropics 100m JJA 0.4559008 -so tropics 100m SON 0.45571047 -so tropics 100m DJF 0.4606566 -so tropics 1000m MAM 0.13617975 -so tropics 1000m JJA 0.13620782 -so tropics 1000m SON 0.13562427 -so tropics 1000m DJF 0.13627462 -so innertropics 10m MAM 0.55465275 -so innertropics 10m JJA 0.49823162 -so innertropics 10m SON 0.49189347 -so innertropics 10m DJF 0.523829 -so innertropics 100m MAM 0.42381138 -so innertropics 100m JJA 0.430573 -so innertropics 100m SON 0.43571723 -so innertropics 100m DJF 0.4488669 -so innertropics 1000m MAM 0.11759204 -so innertropics 1000m JJA 0.11770586 -so innertropics 1000m SON 0.11663528 -so innertropics 1000m DJF 0.11745428 -so nino34 10m MAM 0.57536924 -so nino34 10m JJA 0.58116055 -so nino34 10m SON 0.62640214 -so nino34 10m DJF 0.59684944 -so nino34 100m MAM 0.48612946 -so nino34 100m JJA 0.49183062 -so nino34 100m SON 0.5013174 -so nino34 100m DJF 0.52582896 -so nino34 1000m MAM 0.0066107116 -so nino34 1000m JJA 0.008833249 -so nino34 1000m SON 0.0064940136 -so nino34 1000m DJF 0.0064353943 -so southmid 10m MAM 0.23515378 -so southmid 10m JJA 0.22232819 -so southmid 10m SON 0.21384183 -so southmid 10m DJF 0.2242202 -so southmid 100m MAM 0.20888783 -so southmid 100m JJA 0.204149 -so southmid 100m SON 0.20257631 -so southmid 100m DJF 0.20436679 -so southmid 1000m MAM 0.10279399 -so southmid 1000m JJA 0.10068344 -so southmid 1000m SON 0.100784376 -so southmid 1000m DJF 0.10061365 -so antarctic 10m MAM 0.19104455 -so antarctic 10m JJA 0.13498113 -so antarctic 10m SON 0.1247655 -so antarctic 10m DJF 0.17263839 -so antarctic 100m MAM 0.16337758 -so antarctic 100m JJA 0.17840023 -so antarctic 100m SON 0.20593879 -so antarctic 100m DJF 0.18458618 -so antarctic 1000m MAM 0.12715654 -so antarctic 1000m JJA 0.1271279 -so antarctic 1000m SON 0.12553321 -so antarctic 1000m DJF 0.124124795 +mlotst southmid surface year 29.773643 +mlotst antarctic surface MAM 36.36908 +mlotst antarctic surface JJA 98.88444 +mlotst antarctic surface SON 132.9846 +mlotst antarctic surface DJF 5.0967684 +mlotst antarctic surface year 67.84724 +thetao Atlantic_Basin 10m MAM 1.061107 +thetao Atlantic_Basin 10m JJA 0.9833074 +thetao Atlantic_Basin 10m SON 0.8507694 +thetao Atlantic_Basin 10m DJF 0.96867573 +thetao Atlantic_Basin 10m year 0.8970964 +thetao Atlantic_Basin 100m MAM 1.3854305 +thetao Atlantic_Basin 100m JJA 1.1593995 +thetao Atlantic_Basin 100m SON 1.2221878 +thetao Atlantic_Basin 100m DJF 1.2383298 +thetao Atlantic_Basin 100m year 1.22107 +thetao Atlantic_Basin 1000m MAM 1.8203293 +thetao Atlantic_Basin 1000m JJA 1.8225448 +thetao Atlantic_Basin 1000m SON 1.8189642 +thetao Atlantic_Basin 1000m DJF 1.8068573 +thetao Atlantic_Basin 1000m year 1.8167866 +thetao Pacific_Basin 10m MAM 0.9751809 +thetao Pacific_Basin 10m JJA 0.9783595 +thetao Pacific_Basin 10m SON 0.96691704 +thetao Pacific_Basin 10m DJF 0.9649624 +thetao Pacific_Basin 10m year 0.90363187 +thetao Pacific_Basin 100m MAM 1.5387306 +thetao Pacific_Basin 100m JJA 1.5628902 +thetao Pacific_Basin 100m SON 1.6104112 +thetao Pacific_Basin 100m DJF 1.5712326 +thetao Pacific_Basin 100m year 1.550578 +thetao Pacific_Basin 1000m MAM 1.5851339 +thetao Pacific_Basin 1000m JJA 1.5895541 +thetao Pacific_Basin 1000m SON 1.5830841 +thetao Pacific_Basin 1000m DJF 1.5856708 +thetao Pacific_Basin 1000m year 1.585861 +thetao Indian_Basin 10m MAM 0.6690568 +thetao Indian_Basin 10m JJA 0.7217891 +thetao Indian_Basin 10m SON 0.87054104 +thetao Indian_Basin 10m DJF 0.74830467 +thetao Indian_Basin 10m year 0.7006466 +thetao Indian_Basin 100m MAM 1.3440348 +thetao Indian_Basin 100m JJA 1.229822 +thetao Indian_Basin 100m SON 1.4919528 +thetao Indian_Basin 100m DJF 1.6160729 +thetao Indian_Basin 100m year 1.3850595 +thetao Indian_Basin 1000m MAM 0.7983809 +thetao Indian_Basin 1000m JJA 0.8122074 +thetao Indian_Basin 1000m SON 0.82728875 +thetao Indian_Basin 1000m DJF 0.81164116 +thetao Indian_Basin 1000m year 0.8096327 +thetao Arctic_Basin 10m MAM 0.4416353 +thetao Arctic_Basin 10m JJA 0.3629453 +thetao Arctic_Basin 10m SON 0.26137355 +thetao Arctic_Basin 10m DJF 0.4955638 +thetao Arctic_Basin 10m year 0.28494027 +thetao Arctic_Basin 100m MAM 0.29331684 +thetao Arctic_Basin 100m JJA 0.32473788 +thetao Arctic_Basin 100m SON 0.33408943 +thetao Arctic_Basin 100m DJF 0.35263002 +thetao Arctic_Basin 100m year 0.29812825 +thetao Arctic_Basin 1000m MAM 1.889978 +thetao Arctic_Basin 1000m JJA 1.9049163 +thetao Arctic_Basin 1000m SON 1.8957026 +thetao Arctic_Basin 1000m DJF 1.8862898 +thetao Arctic_Basin 1000m year 1.8942215 +thetao Southern_Ocean_Basin 10m MAM 0.6945734 +thetao Southern_Ocean_Basin 10m JJA 0.7239743 +thetao Southern_Ocean_Basin 10m SON 0.6969489 +thetao Southern_Ocean_Basin 10m DJF 0.77470636 +thetao Southern_Ocean_Basin 10m year 0.6253946 +thetao Southern_Ocean_Basin 100m MAM 0.7796556 +thetao Southern_Ocean_Basin 100m JJA 0.6950454 +thetao Southern_Ocean_Basin 100m SON 0.71990526 +thetao Southern_Ocean_Basin 100m DJF 0.7746686 +thetao Southern_Ocean_Basin 100m year 0.7105802 +thetao Southern_Ocean_Basin 1000m MAM 0.4183447 +thetao Southern_Ocean_Basin 1000m JJA 0.41096246 +thetao Southern_Ocean_Basin 1000m SON 0.41287675 +thetao Southern_Ocean_Basin 1000m DJF 0.41776052 +thetao Southern_Ocean_Basin 1000m year 0.4132789 +thetao Mediterranean_Basin 10m MAM 0.68408173 +thetao Mediterranean_Basin 10m JJA 1.948173 +thetao Mediterranean_Basin 10m SON 2.0948734 +thetao Mediterranean_Basin 10m DJF 0.75681895 +thetao Mediterranean_Basin 10m year 1.2882878 +thetao Mediterranean_Basin 100m MAM 0.6179808 +thetao Mediterranean_Basin 100m JJA 0.7362914 +thetao Mediterranean_Basin 100m SON 1.0871805 +thetao Mediterranean_Basin 100m DJF 0.8415876 +thetao Mediterranean_Basin 100m year 0.80266523 +thetao Mediterranean_Basin 1000m MAM 1.1993455 +thetao Mediterranean_Basin 1000m JJA 1.2038851 +thetao Mediterranean_Basin 1000m SON 1.205436 +thetao Mediterranean_Basin 1000m DJF 1.2003655 +thetao Mediterranean_Basin 1000m year 1.2022574 +thetao Asia 10m MAM 0.8835312 +thetao Asia 10m JJA 1.3111174 +thetao Asia 10m SON 1.0191357 +thetao Asia 10m DJF 1.2169831 +thetao Asia 10m year 0.8942949 +thetao Asia 100m MAM 0.83392155 +thetao Asia 100m JJA 1.0698051 +thetao Asia 100m SON 1.5038877 +thetao Asia 100m DJF 0.9253994 +thetao Asia 100m year 0.96742916 +thetao Asia 1000m MAM 1.3419981 +thetao Asia 1000m JJA 1.3622966 +thetao Asia 1000m SON 1.3776968 +thetao Asia 1000m DJF 1.3253045 +thetao Asia 1000m year 1.3518232 +thetao North_America 10m MAM 1.498902 +thetao North_America 10m JJA 1.569297 +thetao North_America 10m SON 1.2127662 +thetao North_America 10m DJF 1.6394494 +thetao North_America 10m year 1.23804 +thetao North_America 100m MAM 1.7498641 +thetao North_America 100m JJA 1.4702781 +thetao North_America 100m SON 1.5164938 +thetao North_America 100m DJF 1.6178552 +thetao North_America 100m year 1.5545067 +thetao North_America 1000m MAM 1.9037373 +thetao North_America 1000m JJA 1.995259 +thetao North_America 1000m SON 1.9387159 +thetao North_America 1000m DJF 1.925033 +thetao North_America 1000m year 1.9406878 +thetao Europe 10m MAM 0.7537661 +thetao Europe 10m JJA 1.5503083 +thetao Europe 10m SON 1.1694646 +thetao Europe 10m DJF 0.9481714 +thetao Europe 10m year 0.94591075 +thetao Europe 100m MAM 0.6226702 +thetao Europe 100m JJA 0.8084782 +thetao Europe 100m SON 1.4155284 +thetao Europe 100m DJF 0.79695374 +thetao Europe 100m year 0.8459555 +thetao Europe 1000m MAM 1.1885465 +thetao Europe 1000m JJA 1.1791521 +thetao Europe 1000m SON 1.1749252 +thetao Europe 1000m DJF 1.1673079 +thetao Europe 1000m year 1.1774877 +thetao Africa 10m MAM 1.9607995 +thetao Africa 10m JJA 1.5944691 +thetao Africa 10m SON 1.6994805 +thetao Africa 10m DJF 1.5174029 +thetao Africa 10m year 1.6610255 +thetao Africa 100m MAM 2.0896971 +thetao Africa 100m JJA 1.9381043 +thetao Africa 100m SON 1.6207591 +thetao Africa 100m DJF 2.574425 +thetao Africa 100m year 2.0136755 +thetao Africa 1000m MAM 0.8859072 +thetao Africa 1000m JJA 0.88936377 +thetao Africa 1000m SON 0.94414234 +thetao Africa 1000m DJF 0.9918318 +thetao Africa 1000m year 0.92781115 +thetao South_America 10m MAM 1.1756666 +thetao South_America 10m JJA 1.4493217 +thetao South_America 10m SON 1.6260617 +thetao South_America 10m DJF 1.246118 +thetao South_America 10m year 1.3170242 +thetao South_America 100m MAM 1.3953223 +thetao South_America 100m JJA 0.80182457 +thetao South_America 100m SON 0.9638055 +thetao South_America 100m DJF 1.6486775 +thetao South_America 100m year 1.2024037 +thetao South_America 1000m MAM 1.0461854 +thetao South_America 1000m JJA 1.2951818 +thetao South_America 1000m SON 1.3613075 +thetao South_America 1000m DJF 1.2610096 +thetao South_America 1000m year 1.2409248 +thetao Oceania 10m MAM 1.5639944 +thetao Oceania 10m JJA 1.7589049 +thetao Oceania 10m SON 1.959733 +thetao Oceania 10m DJF 1.5279207 +thetao Oceania 10m year 1.7026386 +thetao Oceania 100m MAM 1.5308161 +thetao Oceania 100m JJA 1.3813744 +thetao Oceania 100m SON 1.440835 +thetao Oceania 100m DJF 1.4184618 +thetao Oceania 100m year 1.4428754 +thetao Oceania 1000m MAM 1.7222967 +thetao Oceania 1000m JJA 1.7505975 +thetao Oceania 1000m SON 1.8033037 +thetao Oceania 1000m DJF 1.764996 +thetao Oceania 1000m year 1.7602911 +thetao Australia 10m MAM 1.447817 +thetao Australia 10m JJA 1.7876483 +thetao Australia 10m SON 1.118888 +thetao Australia 10m DJF 1.4101962 +thetao Australia 10m year 1.33451 +thetao Australia 100m MAM 1.53655 +thetao Australia 100m JJA 0.82714033 +thetao Australia 100m SON 0.67297554 +thetao Australia 100m DJF 0.8607106 +thetao Australia 100m year 0.9743495 +thetao Australia 1000m MAM nan +thetao Australia 1000m JJA nan +thetao Australia 1000m SON nan +thetao Australia 1000m DJF nan +thetao Australia 1000m year nan +thetao Antarctica 10m MAM 0.23489554 +thetao Antarctica 10m JJA 0.25858524 +thetao Antarctica 10m SON 0.15870841 +thetao Antarctica 10m DJF 0.812558 +thetao Antarctica 10m year 0.279909 +thetao Antarctica 100m MAM 0.6631744 +thetao Antarctica 100m JJA 0.6267421 +thetao Antarctica 100m SON 0.2601599 +thetao Antarctica 100m DJF 0.29294002 +thetao Antarctica 100m year 0.46075028 +thetao Antarctica 1000m MAM 0.32303715 +thetao Antarctica 1000m JJA 0.23063207 +thetao Antarctica 1000m SON 0.26529217 +thetao Antarctica 1000m DJF 0.35740995 +thetao Antarctica 1000m year 0.29407763 +thetao glob 10m MAM 0.8297397 +thetao glob 10m JJA 0.8289319 +thetao glob 10m SON 0.79413164 +thetao glob 10m DJF 0.8471564 +thetao glob 10m year 0.7446261 +thetao glob 100m MAM 1.1458502 +thetao glob 100m JJA 1.0795451 +thetao glob 100m SON 1.1461565 +thetao glob 100m DJF 1.1638247 +thetao glob 100m year 1.105967 +thetao glob 1000m MAM 1.2243209 +thetao glob 1000m JJA 1.226932 +thetao glob 1000m SON 1.2255331 +thetao glob 1000m DJF 1.2233815 +thetao glob 1000m year 1.2241789 +thetao arctic 10m MAM 0.6642967 +thetao arctic 10m JJA 0.515334 +thetao arctic 10m SON 0.37559626 +thetao arctic 10m DJF 0.63822085 +thetao arctic 10m year 0.4297907 +thetao arctic 100m MAM 0.57610464 +thetao arctic 100m JJA 0.4339575 +thetao arctic 100m SON 0.40751725 +thetao arctic 100m DJF 0.44377384 +thetao arctic 100m year 0.4285647 +thetao arctic 1000m MAM 2.015589 +thetao arctic 1000m JJA 2.0306077 +thetao arctic 1000m SON 2.024558 +thetao arctic 1000m DJF 2.0153189 +thetao arctic 1000m year 2.0211205 +thetao northmid 10m MAM 1.4817694 +thetao northmid 10m JJA 1.5101398 +thetao northmid 10m SON 1.3060716 +thetao northmid 10m DJF 1.416228 +thetao northmid 10m year 1.3605384 +thetao northmid 100m MAM 1.4555511 +thetao northmid 100m JJA 1.5163624 +thetao northmid 100m SON 1.638115 +thetao northmid 100m DJF 1.5465223 +thetao northmid 100m year 1.516847 +thetao northmid 1000m MAM 1.5094007 +thetao northmid 1000m JJA 1.5127572 +thetao northmid 1000m SON 1.5096141 +thetao northmid 1000m DJF 1.512541 +thetao northmid 1000m year 1.5108496 +thetao tropics 10m MAM 0.71929127 +thetao tropics 10m JJA 0.7351636 +thetao tropics 10m SON 0.77866876 +thetao tropics 10m DJF 0.7351879 +thetao tropics 10m year 0.6714192 +thetao tropics 100m MAM 1.529423 +thetao tropics 100m JJA 1.4905701 +thetao tropics 100m SON 1.6123543 +thetao tropics 100m DJF 1.6242326 +thetao tropics 100m year 1.5369142 +thetao tropics 1000m MAM 1.4688203 +thetao tropics 1000m JJA 1.4783823 +thetao tropics 1000m SON 1.4763687 +thetao tropics 1000m DJF 1.4713217 +thetao tropics 1000m year 1.4729906 +thetao innertropics 10m MAM 0.5701282 +thetao innertropics 10m JJA 0.60715145 +thetao innertropics 10m SON 0.6589036 +thetao innertropics 10m DJF 0.6885559 +thetao innertropics 10m year 0.52728575 +thetao innertropics 100m MAM 1.9040754 +thetao innertropics 100m JJA 1.884406 +thetao innertropics 100m SON 2.050145 +thetao innertropics 100m DJF 2.0603845 +thetao innertropics 100m year 1.9357955 +thetao innertropics 1000m MAM 1.2298125 +thetao innertropics 1000m JJA 1.2371678 +thetao innertropics 1000m SON 1.2426884 +thetao innertropics 1000m DJF 1.2360299 +thetao innertropics 1000m year 1.2352792 +thetao nino34 10m MAM 0.42651653 +thetao nino34 10m JJA 0.4144039 +thetao nino34 10m SON 0.23977943 +thetao nino34 10m DJF 0.9411755 +thetao nino34 10m year 0.21541294 +thetao nino34 100m MAM 1.6599442 +thetao nino34 100m JJA 1.8819044 +thetao nino34 100m SON 1.105274 +thetao nino34 100m DJF 1.7167027 +thetao nino34 100m year 1.5740029 +thetao nino34 1000m MAM 1.1585803 +thetao nino34 1000m JJA 1.1248281 +thetao nino34 1000m SON 1.1697762 +thetao nino34 1000m DJF 1.1332214 +thetao nino34 1000m year 1.1466011 +thetao southmid 10m MAM 0.90510076 +thetao southmid 10m JJA 0.93182147 +thetao southmid 10m SON 0.96273404 +thetao southmid 10m DJF 0.97464365 +thetao southmid 10m year 0.89843607 +thetao southmid 100m MAM 1.0201274 +thetao southmid 100m JJA 0.8749485 +thetao southmid 100m SON 0.8981698 +thetao southmid 100m DJF 0.97614926 +thetao southmid 100m year 0.92373663 +thetao southmid 1000m MAM 0.68569213 +thetao southmid 1000m JJA 0.67521507 +thetao southmid 1000m SON 0.6741072 +thetao southmid 1000m DJF 0.67390484 +thetao southmid 1000m year 0.67565364 +thetao antarctic 10m MAM 0.40058073 +thetao antarctic 10m JJA 0.47912192 +thetao antarctic 10m SON 0.38128847 +thetao antarctic 10m DJF 0.46013123 +thetao antarctic 10m year 0.2650587 +thetao antarctic 100m MAM 0.44704685 +thetao antarctic 100m JJA 0.40551904 +thetao antarctic 100m SON 0.44094107 +thetao antarctic 100m DJF 0.45535213 +thetao antarctic 100m year 0.38109037 +thetao antarctic 1000m MAM 0.34456104 +thetao antarctic 1000m JJA 0.33777708 +thetao antarctic 1000m SON 0.35242465 +thetao antarctic 1000m DJF 0.3544536 +thetao antarctic 1000m year 0.34616855 +so Atlantic_Basin 10m MAM 0.5055301 +so Atlantic_Basin 10m JJA 0.5317264 +so Atlantic_Basin 10m SON 0.53006744 +so Atlantic_Basin 10m DJF 0.5195161 +so Atlantic_Basin 10m year 0.484667 +so Atlantic_Basin 100m MAM 0.34532517 +so Atlantic_Basin 100m JJA 0.34192973 +so Atlantic_Basin 100m SON 0.33072388 +so Atlantic_Basin 100m DJF 0.33936703 +so Atlantic_Basin 100m year 0.33565924 +so Atlantic_Basin 1000m MAM 0.2787026 +so Atlantic_Basin 1000m JJA 0.27767769 +so Atlantic_Basin 1000m SON 0.2777057 +so Atlantic_Basin 1000m DJF 0.2776947 +so Atlantic_Basin 1000m year 0.27791312 +so Pacific_Basin 10m MAM 0.5349668 +so Pacific_Basin 10m JJA 0.5164913 +so Pacific_Basin 10m SON 0.49315885 +so Pacific_Basin 10m DJF 0.51257765 +so Pacific_Basin 10m year 0.50897044 +so Pacific_Basin 100m MAM 0.43190682 +so Pacific_Basin 100m JJA 0.44575182 +so Pacific_Basin 100m SON 0.44991025 +so Pacific_Basin 100m DJF 0.45287272 +so Pacific_Basin 100m year 0.44314286 +so Pacific_Basin 1000m MAM 0.073772155 +so Pacific_Basin 1000m JJA 0.07379182 +so Pacific_Basin 1000m SON 0.07354409 +so Pacific_Basin 1000m DJF 0.074273795 +so Pacific_Basin 1000m year 0.07369571 +so Indian_Basin 10m MAM 0.5289052 +so Indian_Basin 10m JJA 0.47170317 +so Indian_Basin 10m SON 0.50869966 +so Indian_Basin 10m DJF 0.5468725 +so Indian_Basin 10m year 0.50256956 +so Indian_Basin 100m MAM 0.38251218 +so Indian_Basin 100m JJA 0.4025344 +so Indian_Basin 100m SON 0.39109543 +so Indian_Basin 100m DJF 0.388403 +so Indian_Basin 100m year 0.39052355 +so Indian_Basin 1000m MAM 0.13673636 +so Indian_Basin 1000m JJA 0.13748915 +so Indian_Basin 1000m SON 0.13676961 +so Indian_Basin 1000m DJF 0.13591976 +so Indian_Basin 1000m year 0.1366731 +so Arctic_Basin 10m MAM 1.5630553 +so Arctic_Basin 10m JJA 1.6040246 +so Arctic_Basin 10m SON 1.5048243 +so Arctic_Basin 10m DJF 1.7614049 +so Arctic_Basin 10m year 1.5695976 +so Arctic_Basin 100m MAM 0.6822924 +so Arctic_Basin 100m JJA 0.7002407 +so Arctic_Basin 100m SON 0.7467453 +so Arctic_Basin 100m DJF 0.6828687 +so Arctic_Basin 100m year 0.70141834 +so Arctic_Basin 1000m MAM 0.019952418 +so Arctic_Basin 1000m JJA 0.017895857 +so Arctic_Basin 1000m SON 0.01701189 +so Arctic_Basin 1000m DJF 0.022497343 +so Arctic_Basin 1000m year 0.018715853 +so Southern_Ocean_Basin 10m MAM 0.18979432 +so Southern_Ocean_Basin 10m JJA 0.1650991 +so Southern_Ocean_Basin 10m SON 0.16021748 +so Southern_Ocean_Basin 10m DJF 0.17958388 +so Southern_Ocean_Basin 10m year 0.16316873 +so Southern_Ocean_Basin 100m MAM 0.16348138 +so Southern_Ocean_Basin 100m JJA 0.16291244 +so Southern_Ocean_Basin 100m SON 0.17615767 +so Southern_Ocean_Basin 100m DJF 0.16790242 +so Southern_Ocean_Basin 100m year 0.16245495 +so Southern_Ocean_Basin 1000m MAM 0.095478185 +so Southern_Ocean_Basin 1000m JJA 0.094343975 +so Southern_Ocean_Basin 1000m SON 0.09358604 +so Southern_Ocean_Basin 1000m DJF 0.09311131 +so Southern_Ocean_Basin 1000m year 0.09397722 +so Mediterranean_Basin 10m MAM 0.53203535 +so Mediterranean_Basin 10m JJA 0.55577725 +so Mediterranean_Basin 10m SON 0.5513048 +so Mediterranean_Basin 10m DJF 0.51453215 +so Mediterranean_Basin 10m year 0.53704524 +so Mediterranean_Basin 100m MAM 0.60441166 +so Mediterranean_Basin 100m JJA 0.6042991 +so Mediterranean_Basin 100m SON 0.6383098 +so Mediterranean_Basin 100m DJF 0.61116177 +so Mediterranean_Basin 100m year 0.6141711 +so Mediterranean_Basin 1000m MAM 0.5965051 +so Mediterranean_Basin 1000m JJA 0.60477555 +so Mediterranean_Basin 1000m SON 0.5951039 +so Mediterranean_Basin 1000m DJF 0.59209603 +so Mediterranean_Basin 1000m year 0.5971202 +so Asia 10m MAM 1.3459045 +so Asia 10m JJA 1.3071834 +so Asia 10m SON 1.4076513 +so Asia 10m DJF 1.2957644 +so Asia 10m year 1.2407929 +so Asia 100m MAM 0.6385994 +so Asia 100m JJA 0.58684397 +so Asia 100m SON 0.6512995 +so Asia 100m DJF 0.6565993 +so Asia 100m year 0.6333356 +so Asia 1000m MAM 0.15240717 +so Asia 1000m JJA 0.15024614 +so Asia 1000m SON 0.14513111 +so Asia 1000m DJF 0.14501953 +so Asia 1000m year 0.14820051 +so North_America 10m MAM 1.0997827 +so North_America 10m JJA 1.1796523 +so North_America 10m SON 1.2042443 +so North_America 10m DJF 1.2598139 +so North_America 10m year 1.1294451 +so North_America 100m MAM 0.33525062 +so North_America 100m JJA 0.4023496 +so North_America 100m SON 0.40345913 +so North_America 100m DJF 0.3712499 +so North_America 100m year 0.3750809 +so North_America 1000m MAM 0.24000931 +so North_America 1000m JJA 0.24159698 +so North_America 1000m SON 0.23929138 +so North_America 1000m DJF 0.24003601 +so North_America 1000m year 0.24023286 +so Europe 10m MAM 0.91399306 +so Europe 10m JJA 1.0328671 +so Europe 10m SON 1.0367517 +so Europe 10m DJF 0.837356 +so Europe 10m year 0.9432297 +so Europe 100m MAM 0.52134544 +so Europe 100m JJA 0.5340729 +so Europe 100m SON 0.5650504 +so Europe 100m DJF 0.5331767 +so Europe 100m year 0.53841126 +so Europe 1000m MAM 0.6073697 +so Europe 1000m JJA 0.6137174 +so Europe 1000m SON 0.6059138 +so Europe 1000m DJF 0.60321933 +so Europe 1000m year 0.6075554 +so Africa 10m MAM 0.7330275 +so Africa 10m JJA 0.57196265 +so Africa 10m SON 0.65119183 +so Africa 10m DJF 0.814182 +so Africa 10m year 0.6797444 +so Africa 100m MAM 0.3302258 +so Africa 100m JJA 0.3218144 +so Africa 100m SON 0.2874538 +so Africa 100m DJF 0.30997413 +so Africa 100m year 0.31200027 +so Africa 1000m MAM 0.020008087 +so Africa 1000m JJA 0.0058288574 +so Africa 1000m SON 0.008266449 +so Africa 1000m DJF 0.030891418 +so Africa 1000m year 0.016246796 +so South_America 10m MAM 0.2486374 +so South_America 10m JJA 0.3035038 +so South_America 10m SON 0.32374495 +so South_America 10m DJF 0.26050758 +so South_America 10m year 0.25631064 +so South_America 100m MAM 0.23708852 +so South_America 100m JJA 0.21301205 +so South_America 100m SON 0.23567581 +so South_America 100m DJF 0.27235284 +so South_America 100m year 0.23932202 +so South_America 1000m MAM 0.011341095 +so South_America 1000m JJA 0.030889511 +so South_America 1000m SON 0.026477814 +so South_America 1000m DJF 0.01576233 +so South_America 1000m year 0.02111721 +so Oceania 10m MAM 0.5343704 +so Oceania 10m JJA 0.46516418 +so Oceania 10m SON 0.47535706 +so Oceania 10m DJF 0.602911 +so Oceania 10m year 0.51944923 +so Oceania 100m MAM 0.2884617 +so Oceania 100m JJA 0.31482697 +so Oceania 100m SON 0.30168533 +so Oceania 100m DJF 0.3107357 +so Oceania 100m year 0.30392838 +so Oceania 1000m MAM 0.11842346 +so Oceania 1000m JJA 0.12309265 +so Oceania 1000m SON 0.12696457 +so Oceania 1000m DJF 0.12310791 +so Oceania 1000m year 0.1228981 +so Australia 10m MAM 0.72377896 +so Australia 10m JJA 0.6957204 +so Australia 10m SON 0.65534854 +so Australia 10m DJF 0.7198322 +so Australia 10m year 0.69867 +so Australia 100m MAM 0.60609627 +so Australia 100m JJA 0.62709427 +so Australia 100m SON 0.587986 +so Australia 100m DJF 0.55922127 +so Australia 100m year 0.5951004 +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.36294428 +so Antarctica 10m JJA 0.40249634 +so Antarctica 10m SON 0.34353256 +so Antarctica 10m DJF 0.3467013 +so Antarctica 10m year 0.3639183 +so Antarctica 100m MAM 0.29904366 +so Antarctica 100m JJA 0.32141304 +so Antarctica 100m SON 0.30399513 +so Antarctica 100m DJF 0.28225517 +so Antarctica 100m year 0.3016777 +so Antarctica 1000m MAM 0.1354866 +so Antarctica 1000m JJA 0.1566925 +so Antarctica 1000m SON 0.14685059 +so Antarctica 1000m DJF 0.12804031 +so Antarctica 1000m year 0.1417656 +so glob 10m MAM 0.5644062 +so glob 10m JJA 0.55613136 +so glob 10m SON 0.5404005 +so glob 10m DJF 0.5819995 +so glob 10m year 0.543203 +so glob 100m MAM 0.36789632 +so glob 100m JJA 0.37533864 +so glob 100m SON 0.3821883 +so glob 100m DJF 0.37568367 +so glob 100m year 0.37230608 +so glob 1000m MAM 0.12445059 +so glob 1000m JJA 0.12390365 +so glob 1000m SON 0.12338695 +so glob 1000m DJF 0.123854116 +so glob 1000m year 0.12373978 +so arctic 10m MAM 1.3744402 +so arctic 10m JJA 1.4256253 +so arctic 10m SON 1.3667878 +so arctic 10m DJF 1.5674125 +so arctic 10m year 1.3938339 +so arctic 100m MAM 0.5929627 +so arctic 100m JJA 0.5995174 +so arctic 100m SON 0.6328127 +so arctic 100m DJF 0.5916826 +so arctic 100m year 0.60143214 +so arctic 1000m MAM 0.042072523 +so arctic 1000m JJA 0.040535558 +so arctic 1000m SON 0.040024858 +so arctic 1000m DJF 0.04437148 +so arctic 1000m year 0.041214667 +so northmid 10m MAM 0.47230747 +so northmid 10m JJA 0.5101828 +so northmid 10m SON 0.533471 +so northmid 10m DJF 0.4887086 +so northmid 10m year 0.49083832 +so northmid 100m MAM 0.3733026 +so northmid 100m JJA 0.37480426 +so northmid 100m SON 0.37795502 +so northmid 100m DJF 0.36810932 +so northmid 100m year 0.36955404 +so northmid 1000m MAM 0.18164743 +so northmid 1000m JJA 0.1820111 +so northmid 1000m SON 0.18141189 +so northmid 1000m DJF 0.18158086 +so northmid 1000m year 0.18160865 +so tropics 10m MAM 0.57465905 +so tropics 10m JJA 0.5403654 +so tropics 10m SON 0.5200725 +so tropics 10m DJF 0.5500495 +so tropics 10m year 0.52774477 +so tropics 100m MAM 0.44364148 +so tropics 100m JJA 0.45892397 +so tropics 100m SON 0.45957562 +so tropics 100m DJF 0.46411547 +so tropics 100m year 0.4551721 +so tropics 1000m MAM 0.13722618 +so tropics 1000m JJA 0.13740171 +so tropics 1000m SON 0.13678585 +so tropics 1000m DJF 0.13743503 +so tropics 1000m year 0.13707343 +so innertropics 10m MAM 0.56767094 +so innertropics 10m JJA 0.5067153 +so innertropics 10m SON 0.5018517 +so innertropics 10m DJF 0.53611463 +so innertropics 10m year 0.4974884 +so innertropics 100m MAM 0.42394486 +so innertropics 100m JJA 0.43139836 +so innertropics 100m SON 0.4373969 +so innertropics 100m DJF 0.44919336 +so innertropics 100m year 0.4344923 +so innertropics 1000m MAM 0.11790277 +so innertropics 1000m JJA 0.11815028 +so innertropics 1000m SON 0.1170937 +so innertropics 1000m DJF 0.11781458 +so innertropics 1000m year 0.11759282 +so nino34 10m MAM 0.577018 +so nino34 10m JJA 0.58462006 +so nino34 10m SON 0.628313 +so nino34 10m DJF 0.59761083 +so nino34 10m year 0.5968904 +so nino34 100m MAM 0.48383066 +so nino34 100m JJA 0.49070916 +so nino34 100m SON 0.49854216 +so nino34 100m DJF 0.5219316 +so nino34 100m year 0.49875334 +so nino34 1000m MAM 0.006610934 +so nino34 1000m JJA 0.008828163 +so nino34 1000m SON 0.006491725 +so nino34 1000m DJF 0.0064465525 +so nino34 1000m year 0.0065771737 +so southmid 10m MAM 0.24038152 +so southmid 10m JJA 0.22715637 +so southmid 10m SON 0.21774173 +so southmid 10m DJF 0.2289266 +so southmid 10m year 0.22473249 +so southmid 100m MAM 0.21149896 +so southmid 100m JJA 0.20710324 +so southmid 100m SON 0.20544414 +so southmid 100m DJF 0.20730585 +so southmid 100m year 0.20320396 +so southmid 1000m MAM 0.10205082 +so southmid 1000m JJA 0.10005595 +so southmid 1000m SON 0.100105815 +so southmid 1000m DJF 0.09989942 +so southmid 1000m year 0.10036161 +so antarctic 10m MAM 0.19092551 +so antarctic 10m JJA 0.13534187 +so antarctic 10m SON 0.12512672 +so antarctic 10m DJF 0.17368343 +so antarctic 10m year 0.13227925 +so antarctic 100m MAM 0.1628944 +so antarctic 100m JJA 0.17962946 +so antarctic 100m SON 0.20602533 +so antarctic 100m DJF 0.18449152 +so antarctic 100m year 0.17981042 +so antarctic 1000m MAM 0.12682375 +so antarctic 1000m JJA 0.12685648 +so antarctic 1000m SON 0.12523217 +so antarctic 1000m DJF 0.12381111 +so antarctic 1000m year 0.12568079 diff --git a/eval/NCEP2/NESM3.csv b/eval/NCEP2/NESM3.csv index 74cd06a..4c97cfd 100644 --- a/eval/NCEP2/NESM3.csv +++ b/eval/NCEP2/NESM3.csv @@ -1,577 +1,1981 @@ Variable Region Level Season AbsMeanError +siconc Atlantic_Basin surface MAM 26.878794294572295 +siconc Atlantic_Basin surface JJA 15.531639814971566 +siconc Atlantic_Basin surface SON 17.727097323812416 +siconc Atlantic_Basin surface DJF 22.924608667048794 +siconc Atlantic_Basin surface year 17.53493955163189 +siconc Pacific_Basin surface MAM 46.98549860359049 +siconc Pacific_Basin surface JJA 12.079907750349777 +siconc Pacific_Basin surface SON 3.2277537230803413 +siconc Pacific_Basin surface DJF 30.552403156251692 +siconc Pacific_Basin surface year 16.23465315940998 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 5.378401918878086 +siconc Arctic_Basin surface JJA 10.304543249743627 +siconc Arctic_Basin surface SON 6.047661347912188 +siconc Arctic_Basin surface DJF 5.579893138668941 +siconc Arctic_Basin surface year 4.762871061888798 +siconc Southern_Ocean_Basin surface MAM 25.039472124449855 +siconc Southern_Ocean_Basin surface JJA 15.171961970762469 +siconc Southern_Ocean_Basin surface SON 15.135734019948329 +siconc Southern_Ocean_Basin surface DJF 19.860757933093637 +siconc Southern_Ocean_Basin surface year 15.22536909062097 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 23.649273452758784 +siconc Asia surface JJA 1.8930162048339838 +siconc Asia surface SON 13.466328506469726 +siconc Asia surface DJF 32.30646377563477 +siconc Asia surface year 20.589771270751953 +siconc North_America surface MAM 13.370359802246085 +siconc North_America surface JJA 13.46432876586914 +siconc North_America surface SON 21.51358123779297 +siconc North_America surface DJF 7.426288452148441 +siconc North_America surface year 3.18935180664063 +siconc Europe surface MAM 2.37 +siconc Europe surface JJA nan +siconc Europe surface SON 1.32 +siconc Europe surface DJF 9.05 +siconc Europe surface year 4.25 +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 5.3967780278529975 +siconc Antarctica surface JJA 26.852686920166015 +siconc Antarctica surface SON 26.66947082519531 +siconc Antarctica surface DJF 0.5438033723831177 +siconc Antarctica surface year 12.169795150756835 siconc glob surface MAM 16.849356424121485 siconc glob surface JJA 12.955251566104776 siconc glob surface SON 11.19476990262714 -siconc glob surface DJF 14.177505593098378 +siconc glob surface DJF 14.177505593098374 +siconc glob surface year 11.173812588057933 siconc arctic surface MAM 9.084178575099521 siconc arctic surface JJA 11.08186350080426 siconc arctic surface SON 7.78307609531735 -siconc arctic surface DJF 8.787100983681599 +siconc arctic surface DJF 8.787100983681597 +siconc arctic surface year 7.20140076393821 siconc northmid surface MAM 36.22082798559054 -siconc northmid surface JJA 12.32089493963249 +siconc northmid surface JJA 12.320894939632488 siconc northmid surface SON 5.00915103930888 -siconc northmid surface DJF 23.28406245339044 +siconc northmid surface DJF 23.284062453390437 +siconc northmid surface year 13.501600752479934 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.173696530884923 siconc southmid surface JJA 12.784160572037472 siconc southmid surface SON 17.93497839764651 siconc southmid surface DJF 6.429810681608337 +siconc southmid surface year 10.31025612866488 siconc antarctic surface MAM 26.58708401870444 siconc antarctic surface JJA 14.598722454979079 siconc antarctic surface SON 12.613456558038246 siconc antarctic surface DJF 21.93305666602886 -tas glob surface MAM 2.2375786 -tas glob surface JJA 1.8145999 -tas glob surface SON 1.9359269 -tas glob surface DJF 2.002274 -tas arctic surface MAM 4.4916887 -tas arctic surface JJA 1.2901013 -tas arctic surface SON 2.6685417 -tas arctic surface DJF 4.2852864 -tas northmid surface MAM 2.2983458 -tas northmid surface JJA 1.7051638 -tas northmid surface SON 1.5669953 -tas northmid surface DJF 2.234775 -tas tropics surface MAM 1.1522464 -tas tropics surface JJA 1.2285328 -tas tropics surface SON 1.0820674 -tas tropics surface DJF 1.2390803 -tas innertropics surface MAM 1.0142684 -tas innertropics surface JJA 1.1120251 -tas innertropics surface SON 0.9914044 -tas innertropics surface DJF 0.97041225 -tas nino34 surface MAM 1.2941452 -tas nino34 surface JJA 1.4403943 -tas nino34 surface SON 1.296923 -tas nino34 surface DJF 0.48135325 -tas southmid surface MAM 0.9985818 -tas southmid surface JJA 1.0144776 -tas southmid surface SON 1.0391544 -tas southmid surface DJF 1.1757159 -tas antarctic surface MAM 3.511488 -tas antarctic surface JJA 4.5379505 -tas antarctic surface SON 4.3655 -tas antarctic surface DJF 1.9017974 +siconc antarctic surface year 16.207685324165734 +tas Atlantic_Basin surface MAM 2.4960313 +tas Atlantic_Basin surface JJA 1.333008 +tas Atlantic_Basin surface SON 1.2727201 +tas Atlantic_Basin surface DJF 2.6320364 +tas Atlantic_Basin surface year 1.6313171 +tas Pacific_Basin surface MAM 1.3582103 +tas Pacific_Basin surface JJA 0.89199543 +tas Pacific_Basin surface SON 0.8256041 +tas Pacific_Basin surface DJF 1.5980823 +tas Pacific_Basin surface year 0.9217513 +tas Indian_Basin surface MAM 1.2996392 +tas Indian_Basin surface JJA 0.5142312 +tas Indian_Basin surface SON 0.5002153 +tas Indian_Basin surface DJF 1.339337 +tas Indian_Basin surface year 0.7752533 +tas Arctic_Basin surface MAM 6.3125825 +tas Arctic_Basin surface JJA 1.3453493 +tas Arctic_Basin surface SON 1.4496624 +tas Arctic_Basin surface DJF 5.9692025 +tas Arctic_Basin surface year 3.2071588 +tas Southern_Ocean_Basin surface MAM 2.2234738 +tas Southern_Ocean_Basin surface JJA 1.7500885 +tas Southern_Ocean_Basin surface SON 1.47072 +tas Southern_Ocean_Basin surface DJF 0.9967238 +tas Southern_Ocean_Basin surface year 1.4719129 +tas Mediterranean_Basin surface MAM 1.5364369 +tas Mediterranean_Basin surface JJA 1.2091421 +tas Mediterranean_Basin surface SON 0.8105474 +tas Mediterranean_Basin surface DJF 2.527039 +tas Mediterranean_Basin surface year 0.93581533 +tas Asia surface MAM 3.4005005 +tas Asia surface JJA 2.2654922 +tas Asia surface SON 1.8357043 +tas Asia surface DJF 2.3929927 +tas Asia surface year 1.8654411 +tas North_America surface MAM 2.4725478 +tas North_America surface JJA 2.0234628 +tas North_America surface SON 2.1125867 +tas North_America surface DJF 2.758159 +tas North_America surface year 1.9706124 +tas Europe surface MAM 3.079827 +tas Europe surface JJA 1.5650798 +tas Europe surface SON 1.3596627 +tas Europe surface DJF 1.6579677 +tas Europe surface year 1.7486771 +tas Africa surface MAM 1.3930095 +tas Africa surface JJA 1.6576846 +tas Africa surface SON 1.4062364 +tas Africa surface DJF 2.0244715 +tas Africa surface year 1.2248664 +tas South_America surface MAM 2.220156 +tas South_America surface JJA 2.3299696 +tas South_America surface SON 1.8972095 +tas South_America surface DJF 2.2367673 +tas South_America surface year 1.9923527 +tas Oceania surface MAM 3.7816606 +tas Oceania surface JJA 3.3494346 +tas Oceania surface SON 1.91343 +tas Oceania surface DJF 2.9164956 +tas Oceania surface year 2.8756492 +tas Australia surface MAM 1.7564476 +tas Australia surface JJA 1.3086473 +tas Australia surface SON 1.4100161 +tas Australia surface DJF 2.1475866 +tas Australia surface year 1.4887702 +tas Antarctica surface MAM 1.8241647 +tas Antarctica surface JJA 3.2906544 +tas Antarctica surface SON 3.823907 +tas Antarctica surface DJF 1.5310419 +tas Antarctica surface year 2.3541546 +tas glob surface MAM 2.4165385 +tas glob surface JJA 1.5879847 +tas glob surface SON 1.49636 +tas glob surface DJF 2.117741 +tas glob surface year 1.6080753 +tas arctic surface MAM 5.297489 +tas arctic surface JJA 1.7433965 +tas arctic surface SON 1.7800013 +tas arctic surface DJF 4.957073 +tas arctic surface year 2.8433452 +tas northmid surface MAM 2.4879375 +tas northmid surface JJA 1.6861101 +tas northmid surface SON 1.5497673 +tas northmid surface DJF 2.2115886 +tas northmid surface year 1.6620007 +tas tropics surface MAM 1.2470125 +tas tropics surface JJA 1.1030171 +tas tropics surface SON 0.909875 +tas tropics surface DJF 1.4504321 +tas tropics surface year 0.95082057 +tas innertropics surface MAM 1.0140516 +tas innertropics surface JJA 0.99805886 +tas innertropics surface SON 0.80700195 +tas innertropics surface DJF 1.1107537 +tas innertropics surface year 0.83871317 +tas nino34 surface MAM 0.76115674 +tas nino34 surface JJA 0.8523102 +tas nino34 surface SON 0.6319606 +tas nino34 surface DJF 0.41317698 +tas nino34 surface year 0.5408638 +tas southmid surface MAM 1.4262105 +tas southmid surface JJA 0.87010396 +tas southmid surface SON 0.9284066 +tas southmid surface DJF 1.4934006 +tas southmid surface year 1.0349089 +tas antarctic surface MAM 2.9113252 +tas antarctic surface JJA 3.070246 +tas antarctic surface SON 2.9542706 +tas antarctic surface DJF 1.2028513 +tas antarctic surface year 2.2659888 +clt Atlantic_Basin surface MAM 12.2735615 +clt Atlantic_Basin surface JJA 12.409416 +clt Atlantic_Basin surface SON 10.485773 +clt Atlantic_Basin surface DJF 15.960044 +clt Atlantic_Basin surface year 10.027366 +clt Pacific_Basin surface MAM 12.552023 +clt Pacific_Basin surface JJA 11.886681 +clt Pacific_Basin surface SON 12.143239 +clt Pacific_Basin surface DJF 13.5911455 +clt Pacific_Basin surface year 10.145592 +clt Indian_Basin surface MAM 12.713306 +clt Indian_Basin surface JJA 21.171928 +clt Indian_Basin surface SON 18.251202 +clt Indian_Basin surface DJF 12.311412 +clt Indian_Basin surface year 13.779402 +clt Arctic_Basin surface MAM 13.190453 +clt Arctic_Basin surface JJA 10.912984 +clt Arctic_Basin surface SON 15.400676 +clt Arctic_Basin surface DJF 13.062832 +clt Arctic_Basin surface year 12.533242 +clt Southern_Ocean_Basin surface MAM 7.56672 +clt Southern_Ocean_Basin surface JJA 6.6542635 +clt Southern_Ocean_Basin surface SON 5.7560053 +clt Southern_Ocean_Basin surface DJF 5.6313334 +clt Southern_Ocean_Basin surface year 5.38359 +clt Mediterranean_Basin surface MAM 12.411924 +clt Mediterranean_Basin surface JJA 8.979472 +clt Mediterranean_Basin surface SON 11.454745 +clt Mediterranean_Basin surface DJF 13.811098 +clt Mediterranean_Basin surface year 11.593802 +clt Asia surface MAM 12.098659 +clt Asia surface JJA 7.6454597 +clt Asia surface SON 8.438101 +clt Asia surface DJF 13.496964 +clt Asia surface year 8.666975 +clt North_America surface MAM 11.197801 +clt North_America surface JJA 7.449751 +clt North_America surface SON 8.501564 +clt North_America surface DJF 10.328049 +clt North_America surface year 7.760473 +clt Europe surface MAM 11.208907 +clt Europe surface JJA 8.211273 +clt Europe surface SON 7.4578414 +clt Europe surface DJF 8.441911 +clt Europe surface year 7.11109 +clt Africa surface MAM 8.900232 +clt Africa surface JJA 8.214627 +clt Africa surface SON 8.49619 +clt Africa surface DJF 9.309535 +clt Africa surface year 6.5317855 +clt South_America surface MAM 12.585346 +clt South_America surface JJA 9.279978 +clt South_America surface SON 9.058467 +clt South_America surface DJF 15.178019 +clt South_America surface year 10.361965 +clt Oceania surface MAM 5.6305423 +clt Oceania surface JJA 11.431049 +clt Oceania surface SON 8.1806555 +clt Oceania surface DJF 8.3694725 +clt Oceania surface year 6.135017 +clt Australia surface MAM 12.319794 +clt Australia surface JJA 9.381993 +clt Australia surface SON 7.7238755 +clt Australia surface DJF 9.67566 +clt Australia surface year 6.626549 +clt Antarctica surface MAM 37.692677 +clt Antarctica surface JJA 36.643246 +clt Antarctica surface SON 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1.0227125 -thetao southmid 10m SON 1.1526432 -thetao southmid 10m DJF 1.1957397 -thetao southmid 100m MAM 1.2842392 -thetao southmid 100m JJA 1.3291173 -thetao southmid 100m SON 1.2673339 -thetao southmid 100m DJF 1.2803353 -thetao southmid 1000m MAM 2.206178 -thetao southmid 1000m JJA 2.206559 -thetao southmid 1000m SON 2.2017412 -thetao southmid 1000m DJF 2.1925392 -thetao antarctic 10m MAM 0.74046195 -thetao antarctic 10m JJA 0.6031404 -thetao antarctic 10m SON 0.56864446 -thetao antarctic 10m DJF 0.9317364 -thetao antarctic 100m MAM 1.3054501 -thetao antarctic 100m JJA 1.5540618 -thetao antarctic 100m SON 1.5093819 -thetao antarctic 100m DJF 1.3321036 -thetao antarctic 1000m MAM 0.7593384 -thetao antarctic 1000m JJA 0.74752116 -thetao antarctic 1000m SON 0.7549288 -thetao antarctic 1000m DJF 0.76264393 -so glob 10m MAM 0.7865496 -so glob 10m JJA 0.81704676 -so glob 10m SON 0.8358838 -so glob 10m DJF 0.8280614 -so glob 100m MAM 0.66779846 -so glob 100m JJA 0.66821074 -so glob 100m SON 0.66677994 -so glob 100m DJF 0.66568077 -so glob 1000m MAM 0.36692542 -so glob 1000m JJA 0.36583272 -so glob 1000m SON 0.36620387 -so glob 1000m DJF 0.36677325 +thetao nino34 1000m year 2.3345678 +thetao southmid 10m MAM 1.0750456 +thetao southmid 10m JJA 1.0235194 +thetao southmid 10m SON 1.1529741 +thetao southmid 10m DJF 1.1958984 +thetao southmid 10m year 0.88123107 +thetao southmid 100m MAM 1.2843103 +thetao southmid 100m JJA 1.3293625 +thetao southmid 100m SON 1.2674258 +thetao southmid 100m DJF 1.2804171 +thetao southmid 100m year 1.2722058 +thetao southmid 1000m MAM 2.2054672 +thetao southmid 1000m JJA 2.2057796 +thetao southmid 1000m SON 2.2009144 +thetao southmid 1000m DJF 2.1917605 +thetao southmid 1000m year 2.2007701 +thetao antarctic 10m MAM 0.74066526 +thetao antarctic 10m JJA 0.60267776 +thetao antarctic 10m SON 0.56824106 +thetao antarctic 10m DJF 0.9320208 +thetao antarctic 10m year 0.6111703 +thetao antarctic 100m MAM 1.305075 +thetao antarctic 100m JJA 1.5539048 +thetao antarctic 100m SON 1.509174 +thetao antarctic 100m DJF 1.3317802 +thetao antarctic 100m year 1.4170471 +thetao antarctic 1000m MAM 0.7593266 +thetao antarctic 1000m JJA 0.74750876 +thetao antarctic 1000m SON 0.7549145 +thetao antarctic 1000m DJF 0.76263016 +thetao antarctic 1000m year 0.75604975 +so Atlantic_Basin 10m MAM 0.9207078 +so Atlantic_Basin 10m JJA 0.9492745 +so Atlantic_Basin 10m SON 0.90737134 +so Atlantic_Basin 10m DJF 0.914215 +so Atlantic_Basin 10m year 0.90327483 +so Atlantic_Basin 100m MAM 0.63933855 +so Atlantic_Basin 100m JJA 0.6382281 +so Atlantic_Basin 100m SON 0.6367754 +so Atlantic_Basin 100m DJF 0.643416 +so Atlantic_Basin 100m year 0.637895 +so Atlantic_Basin 1000m MAM 0.34658396 +so Atlantic_Basin 1000m JJA 0.3463668 +so Atlantic_Basin 1000m SON 0.34737217 +so Atlantic_Basin 1000m DJF 0.3475987 +so Atlantic_Basin 1000m year 0.3469553 +so Pacific_Basin 10m MAM 0.6644471 +so Pacific_Basin 10m JJA 0.6711479 +so Pacific_Basin 10m SON 0.6470695 +so Pacific_Basin 10m DJF 0.6491683 +so Pacific_Basin 10m year 0.6452575 +so Pacific_Basin 100m MAM 0.5622406 +so Pacific_Basin 100m JJA 0.560612 +so Pacific_Basin 100m SON 0.5523074 +so Pacific_Basin 100m DJF 0.55807555 +so Pacific_Basin 100m year 0.5574597 +so Pacific_Basin 1000m MAM 0.43175566 +so Pacific_Basin 1000m JJA 0.4318445 +so Pacific_Basin 1000m SON 0.4319425 +so Pacific_Basin 1000m DJF 0.43177 +so Pacific_Basin 1000m year 0.43182817 +so Indian_Basin 10m MAM 0.6696933 +so Indian_Basin 10m JJA 0.67102647 +so Indian_Basin 10m SON 0.63922364 +so Indian_Basin 10m DJF 0.64173615 +so Indian_Basin 10m year 0.64793146 +so Indian_Basin 100m MAM 0.60256714 +so Indian_Basin 100m JJA 0.62102884 +so Indian_Basin 100m SON 0.64034563 +so Indian_Basin 100m DJF 0.6205545 +so Indian_Basin 100m year 0.62013435 +so Indian_Basin 1000m MAM 0.5598472 +so Indian_Basin 1000m JJA 0.5581344 +so Indian_Basin 1000m SON 0.5604879 +so Indian_Basin 1000m DJF 0.5583015 +so Indian_Basin 1000m year 0.55919266 +so Arctic_Basin 10m MAM 1.5346781 +so Arctic_Basin 10m JJA 1.8958681 +so Arctic_Basin 10m SON 2.1724532 +so Arctic_Basin 10m DJF 1.8429093 +so Arctic_Basin 10m year 1.8291826 +so Arctic_Basin 100m MAM 1.6825101 +so Arctic_Basin 100m JJA 1.6954637 +so Arctic_Basin 100m SON 1.7690212 +so Arctic_Basin 100m DJF 1.6955999 +so Arctic_Basin 100m year 1.7106487 +so Arctic_Basin 1000m MAM 0.29549983 +so Arctic_Basin 1000m JJA 0.28964135 +so Arctic_Basin 1000m SON 0.28912932 +so Arctic_Basin 1000m DJF 0.29914662 +so Arctic_Basin 1000m year 0.2933543 +so Southern_Ocean_Basin 10m MAM 0.5394379 +so Southern_Ocean_Basin 10m JJA 0.47286794 +so Southern_Ocean_Basin 10m SON 0.4946919 +so Southern_Ocean_Basin 10m DJF 0.5923845 +so Southern_Ocean_Basin 10m year 0.5166615 +so Southern_Ocean_Basin 100m MAM 0.45042935 +so Southern_Ocean_Basin 100m JJA 0.44358778 +so Southern_Ocean_Basin 100m SON 0.4158776 +so Southern_Ocean_Basin 100m DJF 0.4345398 +so Southern_Ocean_Basin 100m year 0.43481106 +so Southern_Ocean_Basin 1000m MAM 0.24398035 +so Southern_Ocean_Basin 1000m JJA 0.2425507 +so Southern_Ocean_Basin 1000m SON 0.24252625 +so Southern_Ocean_Basin 1000m DJF 0.24243101 +so Southern_Ocean_Basin 1000m year 0.24273317 +so Mediterranean_Basin 10m MAM 0.5016968 +so Mediterranean_Basin 10m JJA 0.4441877 +so Mediterranean_Basin 10m SON 0.4784715 +so Mediterranean_Basin 10m DJF 0.5062474 +so Mediterranean_Basin 10m year 0.47834685 +so Mediterranean_Basin 100m MAM 0.59225065 +so Mediterranean_Basin 100m JJA 0.58166856 +so Mediterranean_Basin 100m SON 0.59612375 +so Mediterranean_Basin 100m DJF 0.58963674 +so Mediterranean_Basin 100m year 0.5899202 +so Mediterranean_Basin 1000m MAM 0.3614497 +so Mediterranean_Basin 1000m JJA 0.370188 +so Mediterranean_Basin 1000m SON 0.36003545 +so Mediterranean_Basin 1000m DJF 0.35649806 +so Mediterranean_Basin 1000m year 0.3620428 +so Asia 10m MAM 1.1025158 +so Asia 10m JJA 1.4737667 +so Asia 10m SON 1.8762251 +so Asia 10m DJF 1.4985186 +so Asia 10m year 1.4811043 +so Asia 100m MAM 0.66579056 +so Asia 100m JJA 0.6236801 +so Asia 100m SON 0.4901619 +so Asia 100m DJF 0.62747574 +so Asia 100m year 0.6017761 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 1.0691719 +so North_America 10m JJA 1.3643329 +so North_America 10m SON 1.0197076 +so North_America 10m DJF 1.0970222 +so North_America 10m year 1.1109807 +so North_America 100m MAM 1.2384175 +so North_America 100m JJA 1.2629828 +so North_America 100m SON 1.272795 +so North_America 100m DJF 1.3095771 +so North_America 100m year 1.2709427 +so North_America 1000m MAM 0.27732468 +so North_America 1000m JJA 0.2799225 +so North_America 1000m SON 0.25543213 +so North_America 1000m DJF 0.2602005 +so North_America 1000m year 0.2682228 +so Europe 10m MAM 1.2737685 +so Europe 10m JJA 1.2552185 +so Europe 10m SON 1.3198891 +so Europe 10m DJF 1.3254267 +so Europe 10m year 1.2933121 +so Europe 100m MAM 0.64074516 +so Europe 100m JJA 0.6631241 +so Europe 100m SON 0.7253704 +so Europe 100m DJF 0.65016174 +so Europe 100m year 0.6698494 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 0.6699422 +so South_America 10m JJA 0.42055258 +so South_America 10m SON 0.43031693 +so South_America 10m DJF 0.42544302 +so South_America 10m year 0.44105783 +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM 0.50935555 +so Oceania 10m JJA 0.5013809 +so Oceania 10m SON 0.3612175 +so Oceania 10m DJF 0.32492256 +so Oceania 10m year 0.42421913 +so Oceania 100m MAM 0.5506363 +so Oceania 100m JJA 0.6151161 +so Oceania 100m SON 0.60479736 +so Oceania 100m DJF 0.59318924 +so Oceania 100m year 0.59093475 +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 0.33873558 +so Australia 10m JJA 0.30109787 +so Australia 10m SON 0.2803917 +so Australia 10m DJF 0.29083443 +so Australia 10m year 0.3027649 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 2.4023552 +so Antarctica 10m JJA 1.8050003 +so Antarctica 10m SON 1.5184631 +so Antarctica 10m DJF 2.058796 +so Antarctica 10m year 1.9461555 +so Antarctica 100m MAM 0.29165268 +so Antarctica 100m JJA 0.29161072 +so Antarctica 100m SON 0.37426376 +so Antarctica 100m DJF 0.3790779 +so Antarctica 100m year 0.33415222 +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.78644025 +so glob 10m JJA 0.81693506 +so glob 10m SON 0.83583456 +so glob 10m DJF 0.8279548 +so glob 10m year 0.80233186 +so glob 100m MAM 0.6677847 +so glob 100m JJA 0.66816854 +so glob 100m SON 0.6667721 +so glob 100m DJF 0.66570014 +so glob 100m year 0.6660741 +so glob 1000m MAM 0.36685923 +so glob 1000m JJA 0.36576745 +so glob 1000m SON 0.36613733 +so glob 1000m DJF 0.3667062 +so glob 1000m year 0.36632165 so arctic 10m MAM 1.4896535 -so arctic 10m JJA 1.8185378 -so arctic 10m SON 1.9996223 -so arctic 10m DJF 1.7352015 +so arctic 10m JJA 1.8185376 +so arctic 10m SON 1.999622 +so arctic 10m DJF 1.7352014 +so arctic 10m year 1.7291553 so arctic 100m MAM 1.527313 -so arctic 100m JJA 1.5313784 -so arctic 100m SON 1.5808601 +so arctic 100m JJA 1.5313785 +so arctic 100m SON 1.58086 so arctic 100m DJF 1.533701 -so arctic 1000m MAM 0.2785489 +so arctic 100m year 1.5432402 +so arctic 1000m MAM 0.27854887 so arctic 1000m JJA 0.27363858 -so arctic 1000m SON 0.27291816 -so arctic 1000m DJF 0.28165478 +so arctic 1000m SON 0.27291813 +so arctic 1000m DJF 0.2816548 +so arctic 1000m year 0.27669013 so northmid 10m MAM 0.86040175 -so northmid 10m JJA 0.920358 -so northmid 10m SON 0.9278664 +so northmid 10m JJA 0.9203579 +so northmid 10m SON 0.9278663 so northmid 10m DJF 0.8740557 +so northmid 10m year 0.88558406 so northmid 100m MAM 0.71825886 so northmid 100m JJA 0.70883673 so northmid 100m SON 0.68739665 so northmid 100m DJF 0.7003421 -so northmid 1000m MAM 0.2558997 +so northmid 100m year 0.70237136 +so northmid 1000m MAM 0.25589973 so northmid 1000m JJA 0.25665316 -so northmid 1000m SON 0.25787002 +so northmid 1000m SON 0.25787005 so northmid 1000m DJF 0.25820014 -so tropics 10m MAM 0.71315145 -so tropics 10m JJA 0.70408565 -so tropics 10m SON 0.6704343 -so tropics 10m DJF 0.6909512 -so tropics 100m MAM 0.5669847 -so tropics 100m JJA 0.5705525 -so tropics 100m SON 0.5794664 -so tropics 100m DJF 0.573572 -so tropics 1000m MAM 0.43767926 -so tropics 1000m JJA 0.43739194 -so tropics 1000m SON 0.43776006 -so tropics 1000m DJF 0.43736103 -so innertropics 10m MAM 0.8060819 -so innertropics 10m JJA 0.8001141 -so innertropics 10m SON 0.7609279 -so innertropics 10m DJF 0.77249193 -so innertropics 100m MAM 0.59148616 -so innertropics 100m JJA 0.58695424 -so innertropics 100m SON 0.60151374 -so innertropics 100m DJF 0.5978546 -so innertropics 1000m MAM 0.42336467 -so innertropics 1000m JJA 0.42272252 -so innertropics 1000m SON 0.42292702 -so innertropics 1000m DJF 0.42209524 +so northmid 1000m year 0.25713113 +so tropics 10m MAM 0.71285695 +so tropics 10m JJA 0.7038285 +so tropics 10m SON 0.6702779 +so tropics 10m DJF 0.6907251 +so tropics 10m year 0.67861146 +so tropics 100m MAM 0.5670115 +so tropics 100m JJA 0.57052577 +so tropics 100m SON 0.57951105 +so tropics 100m DJF 0.57366216 +so tropics 100m year 0.5716052 +so tropics 1000m MAM 0.43766645 +so tropics 1000m JJA 0.43739405 +so tropics 1000m SON 0.4377558 +so tropics 1000m DJF 0.4373459 +so tropics 1000m year 0.43754005 +so innertropics 10m MAM 0.8057276 +so innertropics 10m JJA 0.7999667 +so innertropics 10m SON 0.7608497 +so innertropics 10m DJF 0.77219856 +so innertropics 10m year 0.7666421 +so innertropics 100m MAM 0.591501 +so innertropics 100m JJA 0.5868544 +so innertropics 100m SON 0.6014313 +so innertropics 100m DJF 0.59783983 +so innertropics 100m year 0.59329987 +so innertropics 1000m MAM 0.42335132 +so innertropics 1000m JJA 0.42271474 +so innertropics 1000m SON 0.42291236 +so innertropics 1000m DJF 0.42207462 +so innertropics 1000m year 0.42276332 so nino34 10m MAM 0.768434 so nino34 10m JJA 0.74466985 so nino34 10m SON 0.77486897 so nino34 10m DJF 0.79251367 +so nino34 10m year 0.77012163 so nino34 100m MAM 0.4063976 so nino34 100m JJA 0.42646655 so nino34 100m SON 0.476095 so nino34 100m DJF 0.48995867 +so nino34 100m year 0.44972947 so nino34 1000m MAM 0.39713863 so nino34 1000m JJA 0.39492056 so nino34 1000m SON 0.3986344 so nino34 1000m DJF 0.39481106 -so southmid 10m MAM 0.40289983 -so southmid 10m JJA 0.37940592 -so southmid 10m SON 0.38116324 -so southmid 10m DJF 0.396056 -so southmid 100m MAM 0.4481368 -so southmid 100m JJA 0.44138196 -so southmid 100m SON 0.41538888 -so southmid 100m DJF 0.4381861 -so southmid 1000m MAM 0.45310062 -so southmid 1000m JJA 0.45105353 -so southmid 1000m SON 0.4510985 -so southmid 1000m DJF 0.4513871 -so antarctic 10m MAM 0.94219315 -so antarctic 10m JJA 0.7442586 -so antarctic 10m SON 0.7820993 -so antarctic 10m DJF 1.092843 -so antarctic 100m MAM 0.47125506 -so antarctic 100m JJA 0.47797284 -so antarctic 100m SON 0.46091822 -so antarctic 100m DJF 0.4601081 -so antarctic 1000m MAM 0.034283385 -so antarctic 1000m JJA 0.034010954 -so antarctic 1000m SON 0.035153814 -so antarctic 1000m DJF 0.033741537 +so nino34 1000m year 0.3963762 +so southmid 10m MAM 0.40287098 +so southmid 10m JJA 0.37937102 +so southmid 10m SON 0.38119084 +so southmid 10m DJF 0.396048 +so southmid 10m year 0.38386622 +so southmid 100m MAM 0.44815022 +so southmid 100m JJA 0.44136763 +so southmid 100m SON 0.415388 +so southmid 100m DJF 0.4382132 +so southmid 100m year 0.43468866 +so southmid 1000m MAM 0.45276055 +so southmid 1000m JJA 0.4506957 +so southmid 1000m SON 0.4507445 +so southmid 1000m DJF 0.4510479 +so southmid 1000m year 0.45125732 +so antarctic 10m MAM 0.94218963 +so antarctic 10m JJA 0.7442269 +so antarctic 10m SON 0.7821508 +so antarctic 10m DJF 1.0926571 +so antarctic 10m year 0.8788433 +so antarctic 100m MAM 0.471205 +so antarctic 100m JJA 0.4779109 +so antarctic 100m SON 0.4609167 +so antarctic 100m DJF 0.46012917 +so antarctic 100m year 0.4656256 +so antarctic 1000m MAM 0.034283213 +so antarctic 1000m JJA 0.034010783 +so antarctic 1000m SON 0.035153393 +so antarctic 1000m DJF 0.033741146 +so antarctic 1000m year 0.033984546 diff --git a/eval/NCEP2/NorESM2-MM.csv b/eval/NCEP2/NorESM2-MM.csv index 082f2b7..35905e4 100644 --- a/eval/NCEP2/NorESM2-MM.csv +++ b/eval/NCEP2/NorESM2-MM.csv @@ -1,513 +1,1761 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 5.554072186041161 -siconc glob surface JJA 7.573497502306861 -siconc glob surface SON 8.969747355610792 -siconc glob surface DJF 5.535646965407823 -siconc arctic surface MAM 1.5719905947527384 -siconc arctic surface JJA 6.287679771640641 -siconc arctic surface SON 7.4209816919284535 -siconc arctic surface DJF 2.3404271824265397 -siconc northmid surface MAM 12.610352836993446 -siconc northmid surface JJA 1.4071083649992941 -siconc northmid surface SON 3.593677209202472 -siconc northmid surface DJF 12.03691156178477 +siconc Atlantic_Basin surface MAM 11.267578008451526 +siconc Atlantic_Basin surface JJA 14.582839061286164 +siconc Atlantic_Basin surface SON 16.4107933431435 +siconc Atlantic_Basin surface DJF 12.649841980293873 +siconc Atlantic_Basin surface year 11.63305472255574 +siconc Pacific_Basin surface MAM 11.536713414018255 +siconc Pacific_Basin surface JJA 2.417300695786491 +siconc Pacific_Basin surface SON 5.8904343254711815 +siconc Pacific_Basin surface DJF 10.14837198371071 +siconc Pacific_Basin surface year 9.683560905769733 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 3.5488947991687354 +siconc Arctic_Basin surface JJA 6.982476393462073 +siconc Arctic_Basin surface SON 7.430797775165045 +siconc Arctic_Basin surface DJF 4.899064868131079 +siconc Arctic_Basin surface year 4.557312626413347 +siconc Southern_Ocean_Basin surface MAM 24.174561451052337 +siconc Southern_Ocean_Basin surface JJA 21.07045013481511 +siconc Southern_Ocean_Basin surface SON 22.439366983991018 +siconc Southern_Ocean_Basin surface DJF 22.401984899838414 +siconc Southern_Ocean_Basin surface year 20.04498662112172 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 0.45727569580077443 +siconc Asia surface JJA 0.19387847900390653 +siconc Asia surface SON 7.755792846679682 +siconc Asia surface DJF 1.7166616821289011 +siconc Asia surface year 1.344496154785162 +siconc North_America surface MAM nan +siconc North_America surface JJA nan +siconc North_America surface SON nan +siconc North_America surface DJF nan +siconc North_America surface year nan +siconc Europe surface MAM nan +siconc Europe surface JJA nan +siconc Europe surface SON nan +siconc Europe surface DJF nan +siconc Europe surface year nan +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 4.903826290369034 +siconc Antarctica surface JJA 12.193861923217774 +siconc Antarctica surface SON 11.872777423858643 +siconc Antarctica surface DJF 0.19290142416954043 +siconc Antarctica surface year 7.288341884613038 +siconc glob surface MAM 12.386622860396383 +siconc glob surface JJA 13.954264889286721 +siconc glob surface SON 15.146559728429729 +siconc glob surface DJF 12.918160646179118 +siconc glob surface year 12.371489748409573 +siconc arctic surface MAM 4.949646215424492 +siconc arctic surface JJA 8.12290879445195 +siconc arctic surface SON 8.809375043038855 +siconc arctic surface DJF 6.3468301253662265 +siconc arctic surface year 5.883937963572159 +siconc northmid surface MAM 9.75871128017254 +siconc northmid surface JJA 6.265950536811616 +siconc northmid surface SON 5.140762838036735 +siconc northmid surface DJF 9.551943501841517 +siconc northmid surface year 9.220564008563338 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan -siconc southmid surface MAM 4.904152106931433 -siconc southmid surface JJA 14.959937864303589 -siconc southmid surface SON 16.871985219319665 -siconc southmid surface DJF 4.3498234025637315 -siconc antarctic surface MAM 29.348659766304515 -siconc antarctic surface JJA 19.256672487270293 -siconc antarctic surface SON 22.004031308905947 -siconc antarctic surface DJF 25.038188455939913 -tas glob surface MAM 1.5630591 -tas glob surface JJA 1.617211 -tas glob surface SON 1.5255576 -tas glob surface DJF 1.7120017 -tas arctic surface MAM 2.2475834 -tas arctic surface JJA 1.443352 -tas arctic surface SON 1.5401373 -tas arctic surface DJF 4.2988143 -tas northmid surface MAM 1.2278926 -tas northmid surface JJA 1.8213048 -tas northmid surface SON 1.6750153 -tas 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+mlotst South_America surface JJA 6.752003 +mlotst South_America surface SON 7.8094378 +mlotst South_America surface DJF 13.454643 +mlotst South_America surface year 8.682877 +mlotst Oceania surface MAM nan +mlotst Oceania surface JJA nan +mlotst Oceania surface SON nan +mlotst Oceania surface DJF nan +mlotst Oceania surface year nan +mlotst Australia surface MAM 38.54383 +mlotst Australia surface JJA 74.45039 +mlotst Australia surface SON 51.18203 +mlotst Australia surface DJF 17.564043 +mlotst Australia surface year 45.435074 +mlotst Antarctica surface MAM 32.80853 +mlotst Antarctica surface JJA 69.330795 +mlotst Antarctica surface SON 67.18471 +mlotst Antarctica surface DJF 10.518529 +mlotst Antarctica surface year 44.45052 mlotst glob surface MAM 36.678257 -mlotst glob surface JJA 50.308094 +mlotst glob surface JJA 50.308098 mlotst glob surface SON 59.108616 mlotst glob surface DJF 27.759008 +mlotst glob surface year 42.467358 mlotst arctic surface MAM 37.245674 -mlotst arctic surface JJA 7.951704 +mlotst arctic surface JJA 7.9517045 mlotst arctic surface SON 21.05155 mlotst arctic surface DJF 37.578632 -mlotst northmid surface MAM 63.18068 +mlotst arctic surface year 24.343277 +mlotst northmid surface MAM 63.180676 mlotst northmid surface JJA 7.510878 mlotst northmid surface SON 17.896294 mlotst northmid surface DJF 59.10133 +mlotst northmid surface year 35.91335 mlotst tropics surface MAM 8.901699 mlotst tropics surface JJA 10.147531 mlotst tropics surface SON 11.265749 -mlotst tropics surface DJF 9.905257 +mlotst tropics surface DJF 9.905258 +mlotst tropics surface year 9.400002 mlotst innertropics surface MAM 9.474092 mlotst innertropics surface JJA 11.7740345 mlotst innertropics surface SON 11.83546 mlotst innertropics surface DJF 10.970302 +mlotst innertropics surface year 10.672151 mlotst nino34 surface MAM 16.293215 mlotst nino34 surface JJA 19.376139 mlotst nino34 surface SON 20.906523 mlotst nino34 surface DJF 21.313032 +mlotst nino34 surface year 19.472227 mlotst southmid surface MAM 37.612377 mlotst southmid surface JJA 57.947723 mlotst southmid surface SON 64.24369 mlotst southmid surface DJF 28.256945 +mlotst southmid surface year 45.90206 mlotst antarctic surface MAM 113.20131 mlotst antarctic surface JJA 325.33896 mlotst antarctic surface SON 364.16507 mlotst antarctic surface DJF 43.55294 +mlotst antarctic surface year 210.76527 +thetao Atlantic_Basin 10m MAM nan +thetao Atlantic_Basin 10m JJA nan +thetao Atlantic_Basin 10m SON nan +thetao Atlantic_Basin 10m DJF nan +thetao Atlantic_Basin 10m year nan +thetao Atlantic_Basin 100m MAM nan +thetao Atlantic_Basin 100m JJA nan +thetao Atlantic_Basin 100m SON nan +thetao Atlantic_Basin 100m DJF nan +thetao Atlantic_Basin 100m year nan +thetao Atlantic_Basin 1000m MAM nan +thetao Atlantic_Basin 1000m JJA nan +thetao Atlantic_Basin 1000m SON nan +thetao Atlantic_Basin 1000m DJF nan +thetao Atlantic_Basin 1000m year nan +thetao Pacific_Basin 10m MAM nan +thetao Pacific_Basin 10m JJA nan +thetao Pacific_Basin 10m SON nan +thetao Pacific_Basin 10m DJF nan +thetao Pacific_Basin 10m year nan +thetao Pacific_Basin 100m MAM nan +thetao Pacific_Basin 100m JJA nan +thetao Pacific_Basin 100m SON nan +thetao Pacific_Basin 100m DJF nan +thetao Pacific_Basin 100m year nan +thetao Pacific_Basin 1000m MAM nan +thetao Pacific_Basin 1000m JJA nan +thetao Pacific_Basin 1000m SON nan +thetao Pacific_Basin 1000m DJF nan +thetao Pacific_Basin 1000m year nan +thetao Indian_Basin 10m MAM nan +thetao Indian_Basin 10m JJA nan +thetao Indian_Basin 10m SON nan +thetao Indian_Basin 10m DJF nan +thetao Indian_Basin 10m year nan +thetao Indian_Basin 100m MAM nan +thetao Indian_Basin 100m JJA nan +thetao Indian_Basin 100m SON nan +thetao Indian_Basin 100m DJF nan +thetao Indian_Basin 100m year nan +thetao Indian_Basin 1000m MAM nan +thetao Indian_Basin 1000m JJA nan +thetao Indian_Basin 1000m SON nan +thetao Indian_Basin 1000m DJF nan +thetao Indian_Basin 1000m year nan +thetao Arctic_Basin 10m MAM nan +thetao Arctic_Basin 10m JJA nan +thetao Arctic_Basin 10m SON nan +thetao Arctic_Basin 10m DJF nan +thetao Arctic_Basin 10m year nan +thetao Arctic_Basin 100m MAM nan +thetao Arctic_Basin 100m JJA nan +thetao Arctic_Basin 100m SON nan +thetao Arctic_Basin 100m DJF nan +thetao Arctic_Basin 100m year nan +thetao Arctic_Basin 1000m MAM nan +thetao Arctic_Basin 1000m JJA nan +thetao Arctic_Basin 1000m SON nan +thetao Arctic_Basin 1000m DJF nan +thetao Arctic_Basin 1000m year nan +thetao Southern_Ocean_Basin 10m MAM nan +thetao Southern_Ocean_Basin 10m JJA nan +thetao Southern_Ocean_Basin 10m SON nan +thetao Southern_Ocean_Basin 10m DJF nan +thetao Southern_Ocean_Basin 10m year nan +thetao Southern_Ocean_Basin 100m MAM nan +thetao Southern_Ocean_Basin 100m JJA nan +thetao Southern_Ocean_Basin 100m SON nan +thetao Southern_Ocean_Basin 100m DJF nan +thetao Southern_Ocean_Basin 100m year nan +thetao Southern_Ocean_Basin 1000m MAM nan +thetao Southern_Ocean_Basin 1000m JJA nan +thetao Southern_Ocean_Basin 1000m SON nan +thetao Southern_Ocean_Basin 1000m DJF nan +thetao Southern_Ocean_Basin 1000m year nan +thetao Mediterranean_Basin 10m MAM nan +thetao Mediterranean_Basin 10m JJA nan +thetao Mediterranean_Basin 10m SON nan +thetao Mediterranean_Basin 10m DJF nan +thetao Mediterranean_Basin 10m year nan +thetao Mediterranean_Basin 100m MAM nan +thetao Mediterranean_Basin 100m JJA nan +thetao Mediterranean_Basin 100m SON nan +thetao Mediterranean_Basin 100m DJF nan +thetao Mediterranean_Basin 100m year nan +thetao Mediterranean_Basin 1000m MAM nan +thetao Mediterranean_Basin 1000m JJA nan +thetao Mediterranean_Basin 1000m SON nan +thetao Mediterranean_Basin 1000m DJF nan +thetao Mediterranean_Basin 1000m year nan +thetao Asia 10m MAM nan +thetao Asia 10m JJA nan +thetao Asia 10m SON nan +thetao Asia 10m DJF nan +thetao Asia 10m year nan +thetao Asia 100m MAM nan +thetao Asia 100m JJA nan +thetao Asia 100m SON nan +thetao Asia 100m DJF nan +thetao Asia 100m year nan +thetao Asia 1000m MAM nan +thetao Asia 1000m JJA nan +thetao Asia 1000m SON nan +thetao Asia 1000m DJF nan +thetao Asia 1000m year nan +thetao North_America 10m MAM nan +thetao North_America 10m JJA nan +thetao North_America 10m SON nan +thetao North_America 10m DJF nan +thetao North_America 10m year nan +thetao North_America 100m MAM nan +thetao North_America 100m JJA nan +thetao North_America 100m SON nan +thetao North_America 100m DJF nan +thetao North_America 100m year nan +thetao North_America 1000m MAM nan +thetao North_America 1000m JJA nan +thetao North_America 1000m SON nan +thetao North_America 1000m DJF nan +thetao North_America 1000m year nan +thetao Europe 10m MAM nan +thetao Europe 10m JJA nan +thetao Europe 10m SON nan +thetao Europe 10m DJF nan +thetao Europe 10m year nan +thetao Europe 100m MAM nan +thetao Europe 100m JJA nan +thetao Europe 100m SON nan +thetao Europe 100m DJF nan +thetao Europe 100m year nan +thetao Europe 1000m MAM nan +thetao Europe 1000m JJA nan +thetao Europe 1000m SON nan +thetao Europe 1000m DJF nan +thetao Europe 1000m year nan +thetao Africa 10m MAM nan +thetao Africa 10m JJA nan +thetao Africa 10m SON nan +thetao Africa 10m DJF nan +thetao Africa 10m year nan +thetao Africa 100m MAM nan +thetao Africa 100m JJA nan +thetao Africa 100m SON nan +thetao Africa 100m DJF nan +thetao Africa 100m year nan +thetao Africa 1000m MAM nan +thetao Africa 1000m JJA nan +thetao Africa 1000m SON nan +thetao Africa 1000m DJF nan +thetao Africa 1000m year nan +thetao South_America 10m MAM nan +thetao South_America 10m JJA nan +thetao South_America 10m SON nan +thetao South_America 10m DJF nan +thetao South_America 10m year nan +thetao South_America 100m MAM nan +thetao South_America 100m JJA nan +thetao South_America 100m SON nan +thetao South_America 100m DJF nan +thetao South_America 100m year nan +thetao South_America 1000m MAM nan +thetao South_America 1000m JJA nan +thetao South_America 1000m SON nan +thetao South_America 1000m DJF nan +thetao South_America 1000m year nan +thetao Oceania 10m MAM nan +thetao Oceania 10m JJA nan +thetao Oceania 10m SON nan +thetao Oceania 10m DJF nan +thetao Oceania 10m year nan +thetao Oceania 100m MAM nan +thetao Oceania 100m JJA nan +thetao Oceania 100m SON nan +thetao Oceania 100m DJF nan +thetao Oceania 100m year nan +thetao Oceania 1000m MAM nan +thetao Oceania 1000m JJA nan +thetao Oceania 1000m SON nan +thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan +thetao Australia 10m MAM nan +thetao Australia 10m JJA nan +thetao Australia 10m SON nan +thetao Australia 10m DJF nan +thetao Australia 10m year nan +thetao Australia 100m MAM nan +thetao Australia 100m JJA nan +thetao Australia 100m SON nan +thetao Australia 100m DJF nan +thetao Australia 100m year nan +thetao Australia 1000m MAM nan +thetao Australia 1000m JJA nan +thetao Australia 1000m SON nan +thetao Australia 1000m DJF nan +thetao Australia 1000m year nan +thetao Antarctica 10m MAM nan +thetao Antarctica 10m JJA nan +thetao Antarctica 10m SON nan +thetao Antarctica 10m DJF nan +thetao Antarctica 10m year nan +thetao Antarctica 100m MAM nan +thetao Antarctica 100m JJA nan +thetao Antarctica 100m SON nan +thetao Antarctica 100m DJF nan +thetao Antarctica 100m year nan +thetao Antarctica 1000m MAM nan +thetao Antarctica 1000m JJA nan +thetao Antarctica 1000m SON nan +thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM nan thetao glob 10m JJA nan thetao glob 10m SON nan thetao glob 10m DJF nan +thetao glob 10m year nan thetao glob 100m MAM nan thetao glob 100m JJA nan thetao glob 100m SON nan thetao glob 100m DJF nan +thetao glob 100m year nan thetao glob 1000m MAM nan thetao glob 1000m JJA nan thetao glob 1000m SON nan thetao glob 1000m DJF nan +thetao glob 1000m year nan thetao arctic 10m MAM nan thetao arctic 10m JJA nan thetao arctic 10m SON nan thetao arctic 10m DJF nan +thetao arctic 10m year nan thetao arctic 100m MAM nan thetao arctic 100m JJA nan thetao arctic 100m SON nan thetao arctic 100m DJF nan +thetao arctic 100m year nan thetao arctic 1000m MAM nan thetao arctic 1000m JJA nan thetao arctic 1000m SON nan thetao arctic 1000m DJF nan +thetao arctic 1000m year nan thetao northmid 10m MAM nan thetao northmid 10m JJA nan thetao northmid 10m SON nan thetao northmid 10m DJF nan +thetao northmid 10m year nan thetao northmid 100m MAM nan thetao northmid 100m JJA nan thetao northmid 100m SON nan thetao northmid 100m DJF nan +thetao northmid 100m year nan thetao northmid 1000m MAM nan thetao northmid 1000m JJA nan thetao northmid 1000m SON nan thetao northmid 1000m DJF nan +thetao northmid 1000m year nan thetao tropics 10m MAM nan thetao tropics 10m JJA nan thetao tropics 10m SON nan thetao tropics 10m DJF nan +thetao tropics 10m year nan thetao tropics 100m MAM nan thetao tropics 100m JJA nan thetao tropics 100m SON nan thetao tropics 100m DJF nan +thetao tropics 100m year nan thetao tropics 1000m MAM nan thetao tropics 1000m JJA nan thetao tropics 1000m SON nan thetao tropics 1000m DJF nan +thetao tropics 1000m year nan thetao innertropics 10m MAM nan thetao innertropics 10m JJA nan thetao innertropics 10m SON nan thetao innertropics 10m DJF nan +thetao innertropics 10m year nan thetao innertropics 100m MAM nan thetao innertropics 100m JJA nan thetao innertropics 100m SON nan thetao innertropics 100m DJF nan +thetao innertropics 100m year nan thetao innertropics 1000m MAM nan thetao innertropics 1000m JJA nan thetao innertropics 1000m SON nan thetao innertropics 1000m DJF nan +thetao innertropics 1000m year nan thetao nino34 10m MAM nan thetao nino34 10m JJA nan thetao nino34 10m SON nan thetao nino34 10m DJF nan +thetao nino34 10m year nan thetao nino34 100m MAM nan thetao nino34 100m JJA nan thetao nino34 100m SON nan thetao nino34 100m DJF nan +thetao nino34 100m year nan thetao nino34 1000m MAM nan thetao nino34 1000m JJA nan thetao nino34 1000m SON nan thetao nino34 1000m DJF nan +thetao nino34 1000m year nan thetao southmid 10m MAM nan thetao southmid 10m JJA nan thetao southmid 10m SON nan thetao southmid 10m DJF nan +thetao southmid 10m year nan thetao southmid 100m MAM nan thetao southmid 100m JJA nan thetao southmid 100m SON nan thetao southmid 100m DJF nan +thetao southmid 100m year nan thetao southmid 1000m MAM nan thetao southmid 1000m JJA nan thetao southmid 1000m SON nan thetao southmid 1000m DJF nan +thetao southmid 1000m year nan thetao antarctic 10m MAM nan thetao antarctic 10m JJA nan thetao antarctic 10m SON nan thetao antarctic 10m DJF nan +thetao antarctic 10m year nan thetao antarctic 100m MAM nan thetao antarctic 100m JJA nan thetao antarctic 100m SON nan thetao antarctic 100m DJF nan +thetao antarctic 100m year nan thetao antarctic 1000m MAM nan thetao antarctic 1000m JJA nan thetao antarctic 1000m SON nan thetao antarctic 1000m DJF nan +thetao antarctic 1000m year nan +so Atlantic_Basin 10m MAM nan +so Atlantic_Basin 10m JJA nan +so Atlantic_Basin 10m SON nan +so Atlantic_Basin 10m DJF nan +so Atlantic_Basin 10m year nan +so Atlantic_Basin 100m MAM nan +so Atlantic_Basin 100m JJA nan +so Atlantic_Basin 100m SON nan +so Atlantic_Basin 100m DJF nan +so Atlantic_Basin 100m year nan +so Atlantic_Basin 1000m MAM nan +so Atlantic_Basin 1000m JJA nan +so Atlantic_Basin 1000m SON nan +so Atlantic_Basin 1000m DJF nan +so Atlantic_Basin 1000m year nan +so Pacific_Basin 10m MAM nan +so Pacific_Basin 10m JJA nan +so Pacific_Basin 10m SON nan +so Pacific_Basin 10m DJF nan +so Pacific_Basin 10m year nan +so Pacific_Basin 100m MAM nan +so Pacific_Basin 100m JJA nan +so Pacific_Basin 100m SON nan +so Pacific_Basin 100m DJF nan +so Pacific_Basin 100m year nan +so Pacific_Basin 1000m MAM nan +so Pacific_Basin 1000m JJA nan +so Pacific_Basin 1000m SON nan +so Pacific_Basin 1000m DJF nan +so Pacific_Basin 1000m year nan +so Indian_Basin 10m MAM nan +so Indian_Basin 10m JJA nan +so Indian_Basin 10m SON nan +so Indian_Basin 10m DJF nan +so Indian_Basin 10m year nan +so Indian_Basin 100m MAM nan +so Indian_Basin 100m JJA nan +so Indian_Basin 100m SON nan +so Indian_Basin 100m DJF nan +so Indian_Basin 100m year nan +so Indian_Basin 1000m MAM nan +so Indian_Basin 1000m JJA nan +so Indian_Basin 1000m SON nan +so Indian_Basin 1000m DJF nan +so Indian_Basin 1000m year nan +so Arctic_Basin 10m MAM nan +so Arctic_Basin 10m JJA nan +so Arctic_Basin 10m SON nan +so Arctic_Basin 10m DJF nan +so Arctic_Basin 10m year nan +so Arctic_Basin 100m MAM nan +so Arctic_Basin 100m JJA nan +so Arctic_Basin 100m SON nan +so Arctic_Basin 100m DJF nan +so Arctic_Basin 100m year nan +so Arctic_Basin 1000m MAM nan +so Arctic_Basin 1000m JJA nan +so Arctic_Basin 1000m SON nan +so Arctic_Basin 1000m DJF nan +so Arctic_Basin 1000m year nan +so Southern_Ocean_Basin 10m MAM nan +so Southern_Ocean_Basin 10m JJA nan +so Southern_Ocean_Basin 10m SON nan +so Southern_Ocean_Basin 10m DJF nan +so Southern_Ocean_Basin 10m year nan +so Southern_Ocean_Basin 100m MAM nan +so Southern_Ocean_Basin 100m JJA nan +so Southern_Ocean_Basin 100m SON nan +so Southern_Ocean_Basin 100m DJF nan +so Southern_Ocean_Basin 100m year nan +so Southern_Ocean_Basin 1000m MAM nan +so Southern_Ocean_Basin 1000m JJA nan +so Southern_Ocean_Basin 1000m SON nan +so Southern_Ocean_Basin 1000m DJF nan +so Southern_Ocean_Basin 1000m year nan +so Mediterranean_Basin 10m MAM nan +so Mediterranean_Basin 10m JJA nan +so Mediterranean_Basin 10m SON nan +so Mediterranean_Basin 10m DJF nan +so Mediterranean_Basin 10m year nan +so Mediterranean_Basin 100m MAM nan +so Mediterranean_Basin 100m JJA nan +so Mediterranean_Basin 100m SON nan +so Mediterranean_Basin 100m DJF nan +so Mediterranean_Basin 100m year nan +so Mediterranean_Basin 1000m MAM nan +so Mediterranean_Basin 1000m JJA nan +so Mediterranean_Basin 1000m SON nan +so Mediterranean_Basin 1000m DJF nan +so Mediterranean_Basin 1000m year nan +so Asia 10m MAM nan +so Asia 10m JJA nan +so Asia 10m SON nan +so Asia 10m DJF nan +so Asia 10m year nan +so Asia 100m MAM nan +so Asia 100m JJA nan +so Asia 100m SON nan +so Asia 100m DJF nan +so Asia 100m year nan +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM nan +so North_America 10m JJA nan +so North_America 10m SON nan +so North_America 10m DJF nan +so North_America 10m year nan +so North_America 100m MAM nan +so North_America 100m JJA nan +so North_America 100m SON nan +so North_America 100m DJF nan +so North_America 100m year nan +so North_America 1000m MAM nan +so North_America 1000m JJA nan +so North_America 1000m SON nan +so North_America 1000m DJF nan +so North_America 1000m year nan +so Europe 10m MAM nan +so Europe 10m JJA nan +so Europe 10m SON nan +so Europe 10m DJF nan +so Europe 10m year nan +so Europe 100m MAM nan +so Europe 100m JJA nan +so Europe 100m SON nan +so Europe 100m DJF nan +so Europe 100m year nan +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM nan +so South_America 10m JJA nan +so South_America 10m SON nan +so South_America 10m DJF nan +so South_America 10m year nan +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM nan +so Australia 10m JJA nan +so Australia 10m SON nan +so Australia 10m DJF nan +so Australia 10m year nan +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM nan +so Antarctica 10m JJA nan +so Antarctica 10m SON nan +so Antarctica 10m DJF nan +so Antarctica 10m year nan +so Antarctica 100m MAM nan +so Antarctica 100m JJA nan +so Antarctica 100m SON nan +so Antarctica 100m DJF nan +so Antarctica 100m year nan +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM nan so glob 10m JJA nan so glob 10m SON nan so glob 10m DJF nan +so glob 10m year nan so glob 100m MAM nan so glob 100m JJA nan so glob 100m SON nan so glob 100m DJF nan +so glob 100m year nan so glob 1000m MAM nan so glob 1000m JJA nan so glob 1000m SON nan so glob 1000m DJF nan +so glob 1000m year nan so arctic 10m MAM nan so arctic 10m JJA nan so arctic 10m SON nan so arctic 10m DJF nan +so arctic 10m year nan so arctic 100m MAM nan so arctic 100m JJA nan so arctic 100m SON nan so arctic 100m DJF nan +so arctic 100m year nan so arctic 1000m MAM nan so arctic 1000m JJA nan so arctic 1000m SON nan so arctic 1000m DJF nan +so arctic 1000m year nan so northmid 10m MAM nan so northmid 10m JJA nan so northmid 10m SON nan so northmid 10m DJF nan +so northmid 10m year nan so northmid 100m MAM nan so northmid 100m JJA nan so northmid 100m SON nan so northmid 100m DJF nan +so northmid 100m year nan so northmid 1000m MAM nan so northmid 1000m JJA nan so northmid 1000m SON nan so northmid 1000m DJF nan +so northmid 1000m year nan so tropics 10m MAM nan so tropics 10m JJA nan so tropics 10m SON nan so tropics 10m DJF nan +so tropics 10m year nan so tropics 100m MAM nan so tropics 100m JJA nan so tropics 100m SON nan so tropics 100m DJF nan +so tropics 100m year nan so tropics 1000m MAM nan so tropics 1000m JJA nan so tropics 1000m SON nan so tropics 1000m DJF nan +so tropics 1000m year nan so innertropics 10m MAM nan so innertropics 10m JJA nan so innertropics 10m SON nan so innertropics 10m DJF nan +so innertropics 10m year nan so innertropics 100m MAM nan so innertropics 100m JJA nan so innertropics 100m SON nan so innertropics 100m DJF nan +so innertropics 100m year nan so innertropics 1000m MAM nan so innertropics 1000m JJA nan so innertropics 1000m SON nan so innertropics 1000m DJF nan +so innertropics 1000m year nan so nino34 10m MAM nan so nino34 10m JJA nan so nino34 10m SON nan so nino34 10m DJF nan +so nino34 10m year nan so nino34 100m MAM nan so nino34 100m JJA nan so nino34 100m SON nan so nino34 100m DJF nan +so nino34 100m year nan so nino34 1000m MAM nan so nino34 1000m JJA nan so nino34 1000m SON nan so nino34 1000m DJF nan +so nino34 1000m year nan so southmid 10m MAM nan so southmid 10m JJA nan so southmid 10m SON nan so southmid 10m DJF nan +so southmid 10m year nan so southmid 100m MAM nan so southmid 100m JJA nan so southmid 100m SON nan so southmid 100m DJF nan +so southmid 100m year nan so southmid 1000m MAM nan so southmid 1000m JJA nan so southmid 1000m SON nan so southmid 1000m DJF nan +so southmid 1000m year nan so antarctic 10m MAM nan so antarctic 10m JJA nan so antarctic 10m SON nan so antarctic 10m DJF nan +so antarctic 10m year nan so antarctic 100m MAM nan so antarctic 100m JJA nan so antarctic 100m SON nan so antarctic 100m DJF nan +so antarctic 100m year nan so antarctic 1000m 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MAM 0.8533867 +thetao Southern_Ocean_Basin 10m JJA 0.84145176 +thetao Southern_Ocean_Basin 10m SON 0.8145361 +thetao Southern_Ocean_Basin 10m DJF 0.88220197 +thetao Southern_Ocean_Basin 10m year 0.7803004 +thetao Southern_Ocean_Basin 100m MAM 0.9452945 +thetao Southern_Ocean_Basin 100m JJA 0.8430477 +thetao Southern_Ocean_Basin 100m SON 0.84063053 +thetao Southern_Ocean_Basin 100m DJF 0.92241514 +thetao Southern_Ocean_Basin 100m year 0.85378337 +thetao Southern_Ocean_Basin 1000m MAM 0.548192 +thetao Southern_Ocean_Basin 1000m JJA 0.54134333 +thetao Southern_Ocean_Basin 1000m SON 0.5486478 +thetao Southern_Ocean_Basin 1000m DJF 0.5543811 +thetao Southern_Ocean_Basin 1000m year 0.54715586 +thetao Mediterranean_Basin 10m MAM 0.8575932 +thetao Mediterranean_Basin 10m JJA 1.246332 +thetao Mediterranean_Basin 10m SON 1.4098048 +thetao Mediterranean_Basin 10m DJF 0.84921 +thetao Mediterranean_Basin 10m year 1.0858997 +thetao Mediterranean_Basin 100m MAM 0.6320826 +thetao Mediterranean_Basin 100m JJA 0.720964 +thetao Mediterranean_Basin 100m SON 0.8412778 +thetao Mediterranean_Basin 100m DJF 0.69087887 +thetao Mediterranean_Basin 100m year 0.7073758 +thetao Mediterranean_Basin 1000m MAM 0.49741352 +thetao Mediterranean_Basin 1000m JJA 0.49110436 +thetao Mediterranean_Basin 1000m SON 0.49184817 +thetao Mediterranean_Basin 1000m DJF 0.48711586 +thetao Mediterranean_Basin 1000m year 0.49187246 +thetao Asia 10m MAM 2.1767943 +thetao Asia 10m JJA 1.6321101 +thetao Asia 10m SON 2.2623622 +thetao Asia 10m DJF 1.9149162 +thetao Asia 10m year 0.9545091 +thetao Asia 100m MAM 0.95177686 +thetao Asia 100m JJA 0.49786964 +thetao Asia 100m SON 0.84346044 +thetao Asia 100m DJF 0.5858171 +thetao Asia 100m year 0.52627766 +thetao Asia 1000m MAM nan +thetao Asia 1000m JJA nan +thetao Asia 1000m SON nan +thetao Asia 1000m DJF nan +thetao Asia 1000m year nan +thetao North_America 10m MAM 1.3763256 +thetao North_America 10m JJA 1.1458385 +thetao North_America 10m SON 0.6501711 +thetao North_America 10m DJF 1.598932 +thetao North_America 10m year 1.1687999 +thetao North_America 100m MAM 0.3016787 +thetao North_America 100m JJA 0.36052513 +thetao North_America 100m SON 0.25408313 +thetao North_America 100m DJF 0.22555004 +thetao North_America 100m year 0.2663149 +thetao North_America 1000m MAM nan +thetao North_America 1000m JJA nan +thetao North_America 1000m SON nan +thetao North_America 1000m DJF nan +thetao North_America 1000m year nan +thetao Europe 10m MAM 1.843186 +thetao Europe 10m JJA 2.2207184 +thetao Europe 10m SON 1.0762038 +thetao Europe 10m DJF 2.0435822 +thetao Europe 10m year 0.5656669 +thetao Europe 100m MAM 1.3242807 +thetao Europe 100m JJA 1.3647661 +thetao Europe 100m SON 1.5318747 +thetao Europe 100m DJF 1.3106537 +thetao Europe 100m year 1.3828864 +thetao Europe 1000m MAM nan +thetao Europe 1000m JJA nan +thetao Europe 1000m SON nan +thetao Europe 1000m DJF nan +thetao Europe 1000m year nan +thetao Africa 10m MAM nan +thetao Africa 10m JJA nan +thetao Africa 10m SON nan +thetao Africa 10m DJF nan +thetao Africa 10m year nan +thetao Africa 100m MAM nan +thetao Africa 100m JJA nan +thetao Africa 100m SON nan +thetao Africa 100m DJF nan +thetao Africa 100m year nan +thetao Africa 1000m MAM nan +thetao Africa 1000m JJA nan +thetao Africa 1000m SON nan +thetao Africa 1000m DJF nan +thetao Africa 1000m year nan +thetao South_America 10m MAM 1.1268096 +thetao South_America 10m JJA 1.0033216 +thetao South_America 10m SON 0.7856655 +thetao South_America 10m DJF 1.2107935 +thetao South_America 10m year 0.75026274 +thetao South_America 100m MAM nan +thetao South_America 100m JJA nan +thetao South_America 100m SON nan +thetao South_America 100m DJF nan +thetao South_America 100m year nan +thetao South_America 1000m MAM nan +thetao South_America 1000m JJA nan +thetao South_America 1000m SON nan +thetao South_America 1000m DJF nan +thetao South_America 1000m year nan +thetao Oceania 10m MAM nan +thetao Oceania 10m JJA nan +thetao Oceania 10m SON nan +thetao Oceania 10m DJF nan +thetao Oceania 10m year nan +thetao Oceania 100m MAM nan +thetao Oceania 100m JJA nan +thetao Oceania 100m SON nan +thetao Oceania 100m DJF nan +thetao Oceania 100m year nan +thetao Oceania 1000m MAM nan +thetao Oceania 1000m JJA nan +thetao Oceania 1000m SON nan +thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan +thetao Australia 10m MAM 0.28676987 +thetao Australia 10m JJA 1.2177753 +thetao Australia 10m SON 1.6652718 +thetao Australia 10m DJF 0.6244693 +thetao Australia 10m year 0.9485731 +thetao Australia 100m MAM nan +thetao Australia 100m JJA nan +thetao Australia 100m SON nan +thetao Australia 100m DJF nan +thetao Australia 100m year nan +thetao Australia 1000m MAM nan +thetao Australia 1000m JJA nan +thetao Australia 1000m SON nan +thetao Australia 1000m DJF nan +thetao Australia 1000m year nan +thetao Antarctica 10m MAM 0.3943534 +thetao Antarctica 10m JJA 0.25981832 +thetao Antarctica 10m SON 0.23453951 +thetao Antarctica 10m DJF 0.2594244 +thetao Antarctica 10m year 0.28703392 +thetao Antarctica 100m MAM 0.073025495 +thetao Antarctica 100m JJA 0.7362274 +thetao Antarctica 100m SON 0.45105767 +thetao Antarctica 100m DJF 0.091474295 +thetao Antarctica 100m year 0.33793098 +thetao Antarctica 1000m MAM nan +thetao Antarctica 1000m JJA nan +thetao Antarctica 1000m SON nan +thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan +thetao glob 10m MAM 0.8257053 +thetao glob 10m JJA 0.8164126 +thetao glob 10m SON 0.76891035 +thetao glob 10m DJF 0.79451483 +thetao glob 10m year 0.73977137 +thetao glob 100m MAM 0.96610135 +thetao glob 100m JJA 0.9857889 +thetao glob 100m SON 1.011021 +thetao glob 100m DJF 0.94361717 +thetao glob 100m year 0.93486154 +thetao glob 1000m MAM 0.7255875 +thetao glob 1000m JJA 0.7267683 +thetao glob 1000m SON 0.7301127 +thetao glob 1000m DJF 0.7302543 +thetao glob 1000m year 0.7275712 +thetao arctic 10m MAM 0.7142994 +thetao arctic 10m JJA 0.87720245 +thetao arctic 10m SON 0.7490075 +thetao arctic 10m DJF 0.70821625 +thetao arctic 10m year 0.7417912 +thetao arctic 100m MAM 0.58778554 +thetao arctic 100m JJA 0.50094944 +thetao arctic 100m SON 0.46601036 +thetao arctic 100m DJF 0.44999605 +thetao arctic 100m year 0.48461804 +thetao arctic 1000m MAM 1.1769294 +thetao arctic 1000m JJA 1.19395 +thetao arctic 1000m SON 1.1887563 +thetao arctic 1000m DJF 1.1765519 +thetao arctic 1000m year 1.184047 +thetao northmid 10m MAM 1.1831534 +thetao northmid 10m JJA 1.2245835 +thetao northmid 10m SON 1.139827 +thetao northmid 10m DJF 1.0397897 +thetao northmid 10m year 1.0459979 +thetao northmid 100m MAM 1.0554633 +thetao northmid 100m JJA 1.1568629 +thetao northmid 100m SON 1.3164737 +thetao northmid 100m DJF 1.1261405 +thetao northmid 100m year 1.1484487 +thetao northmid 1000m MAM 0.8350776 +thetao northmid 1000m JJA 0.8455167 +thetao northmid 1000m SON 0.8517871 +thetao northmid 1000m DJF 0.85086334 +thetao northmid 1000m year 0.8453148 +thetao tropics 10m MAM 0.76772213 +thetao tropics 10m JJA 0.68355006 +thetao tropics 10m SON 0.65869427 +thetao tropics 10m DJF 0.6957902 +thetao tropics 10m year 0.64881027 +thetao tropics 100m MAM 1.0726676 +thetao tropics 100m JJA 1.274208 +thetao tropics 100m SON 1.3105327 +thetao tropics 100m DJF 1.0930315 +thetao tropics 100m year 1.1191179 +thetao tropics 1000m MAM 0.68269324 +thetao tropics 1000m JJA 0.68039805 +thetao tropics 1000m SON 0.68379235 +thetao tropics 1000m DJF 0.68237 +thetao tropics 1000m year 0.681774 +thetao innertropics 10m MAM 0.8605802 +thetao innertropics 10m JJA 0.69785607 +thetao innertropics 10m SON 0.7153082 +thetao innertropics 10m DJF 0.7901555 +thetao innertropics 10m year 0.70859605 +thetao innertropics 100m MAM 1.355576 +thetao innertropics 100m JJA 1.7499756 +thetao innertropics 100m SON 1.7819811 +thetao innertropics 100m DJF 1.4111174 +thetao innertropics 100m year 1.4661924 +thetao innertropics 1000m MAM 0.59259963 +thetao innertropics 1000m JJA 0.5885223 +thetao innertropics 1000m SON 0.59324944 +thetao innertropics 1000m DJF 0.59165585 +thetao innertropics 1000m year 0.5910276 +thetao nino34 10m MAM 1.54446 +thetao nino34 10m JJA 0.8475614 +thetao nino34 10m SON 1.3304546 +thetao nino34 10m DJF 1.5203809 +thetao nino34 10m year 1.3107136 +thetao nino34 100m MAM 2.1373127 +thetao nino34 100m JJA 2.689229 +thetao nino34 100m SON 1.0117438 +thetao nino34 100m DJF 1.0208468 +thetao nino34 100m year 1.5395281 +thetao nino34 1000m MAM 0.29625165 +thetao nino34 1000m JJA 0.2919702 +thetao nino34 1000m SON 0.2973483 +thetao nino34 1000m DJF 0.31306276 +thetao nino34 1000m year 0.29965848 +thetao southmid 10m MAM 0.9094062 +thetao southmid 10m JJA 0.8860741 +thetao southmid 10m SON 0.9104861 +thetao southmid 10m DJF 0.9671672 +thetao southmid 10m year 0.8340065 +thetao southmid 100m MAM 1.1860263 +thetao southmid 100m JJA 0.9696346 +thetao southmid 100m SON 0.98801744 +thetao southmid 100m DJF 1.143114 +thetao southmid 100m year 1.0457603 +thetao southmid 1000m MAM 0.6560928 +thetao southmid 1000m JJA 0.65563565 +thetao southmid 1000m SON 0.6556155 +thetao southmid 1000m DJF 0.6635282 +thetao southmid 1000m year 0.65681666 +thetao antarctic 10m MAM 0.61483645 +thetao antarctic 10m JJA 0.5500412 +thetao antarctic 10m SON 0.4263244 +thetao antarctic 10m DJF 0.5805478 +thetao antarctic 10m year 0.48988917 +thetao antarctic 100m MAM 0.47100922 +thetao antarctic 100m JJA 0.47068092 +thetao antarctic 100m SON 0.39346144 +thetao antarctic 100m DJF 0.38571653 +thetao antarctic 100m year 0.3750562 +thetao antarctic 1000m MAM 0.493623 +thetao antarctic 1000m JJA 0.48348978 +thetao antarctic 1000m SON 0.49915922 +thetao antarctic 1000m DJF 0.49810496 +thetao antarctic 1000m year 0.49276873 +so Atlantic_Basin 10m MAM 0.51919925 +so Atlantic_Basin 10m JJA 0.6207207 +so Atlantic_Basin 10m SON 0.6152832 +so Atlantic_Basin 10m DJF 0.5514871 +so Atlantic_Basin 10m year 0.5611518 +so Atlantic_Basin 100m MAM 0.36993328 +so Atlantic_Basin 100m JJA 0.35715854 +so Atlantic_Basin 100m SON 0.35259804 +so Atlantic_Basin 100m DJF 0.36033216 +so Atlantic_Basin 100m year 0.35643253 +so Atlantic_Basin 1000m MAM 0.3015279 +so Atlantic_Basin 1000m JJA 0.3010864 +so Atlantic_Basin 1000m SON 0.30195493 +so Atlantic_Basin 1000m DJF 0.30148965 +so Atlantic_Basin 1000m year 0.3014708 +so Pacific_Basin 10m MAM 0.57113856 +so Pacific_Basin 10m JJA 0.5871295 +so Pacific_Basin 10m SON 0.57831913 +so Pacific_Basin 10m DJF 0.57016003 +so Pacific_Basin 10m year 0.57344925 +so Pacific_Basin 100m MAM 0.6168566 +so Pacific_Basin 100m JJA 0.60302526 +so Pacific_Basin 100m SON 0.60024494 +so Pacific_Basin 100m DJF 0.6071895 +so Pacific_Basin 100m year 0.60670495 +so Pacific_Basin 1000m MAM 0.15590155 +so Pacific_Basin 1000m JJA 0.15553917 +so Pacific_Basin 1000m SON 0.15580538 +so Pacific_Basin 1000m DJF 0.15615648 +so Pacific_Basin 1000m year 0.15584612 +so Indian_Basin 10m MAM 0.66142607 +so Indian_Basin 10m JJA 0.71149546 +so Indian_Basin 10m SON 0.73033243 +so Indian_Basin 10m DJF 0.6721918 +so Indian_Basin 10m year 0.68754745 +so Indian_Basin 100m MAM 0.5829773 +so Indian_Basin 100m JJA 0.57052034 +so Indian_Basin 100m SON 0.5729162 +so Indian_Basin 100m DJF 0.56543094 +so Indian_Basin 100m year 0.56850904 +so Indian_Basin 1000m MAM 0.19848858 +so Indian_Basin 1000m JJA 0.20198092 +so Indian_Basin 1000m SON 0.2019901 +so Indian_Basin 1000m DJF 0.20219669 +so Indian_Basin 1000m year 0.20116417 +so Arctic_Basin 10m MAM 1.2804565 +so Arctic_Basin 10m JJA 1.3842434 +so Arctic_Basin 10m SON 1.3191035 +so Arctic_Basin 10m DJF 1.4441522 +so Arctic_Basin 10m year 1.3021764 +so Arctic_Basin 100m MAM 0.57962966 +so Arctic_Basin 100m JJA 0.5861706 +so Arctic_Basin 100m SON 0.6290373 +so Arctic_Basin 100m DJF 0.5577717 +so Arctic_Basin 100m year 0.5863828 +so Arctic_Basin 1000m MAM 0.070058614 +so Arctic_Basin 1000m JJA 0.075913765 +so Arctic_Basin 1000m SON 0.07609856 +so Arctic_Basin 1000m DJF 0.06653857 +so Arctic_Basin 1000m year 0.072152264 +so Southern_Ocean_Basin 10m MAM 0.40623 +so Southern_Ocean_Basin 10m JJA 0.34397584 +so Southern_Ocean_Basin 10m SON 0.32003957 +so Southern_Ocean_Basin 10m DJF 0.38342002 +so Southern_Ocean_Basin 10m year 0.35385087 +so Southern_Ocean_Basin 100m MAM 0.29983467 +so Southern_Ocean_Basin 100m JJA 0.33798718 +so Southern_Ocean_Basin 100m SON 0.34688506 +so Southern_Ocean_Basin 100m DJF 0.32375574 +so Southern_Ocean_Basin 100m year 0.32550526 +so Southern_Ocean_Basin 1000m MAM 0.10423919 +so Southern_Ocean_Basin 1000m JJA 0.10376866 +so Southern_Ocean_Basin 1000m SON 0.10421346 +so Southern_Ocean_Basin 1000m DJF 0.104476966 +so Southern_Ocean_Basin 1000m year 0.10407362 +so Mediterranean_Basin 10m MAM 3.1781974 +so Mediterranean_Basin 10m JJA 3.0439723 +so Mediterranean_Basin 10m SON 3.0245879 +so Mediterranean_Basin 10m DJF 3.220439 +so Mediterranean_Basin 10m year 3.1167986 +so Mediterranean_Basin 100m MAM 3.4840686 +so Mediterranean_Basin 100m JJA 3.5081005 +so Mediterranean_Basin 100m SON 3.5124333 +so Mediterranean_Basin 100m DJF 3.5044823 +so Mediterranean_Basin 100m year 3.502271 +so Mediterranean_Basin 1000m MAM 4.087348 +so Mediterranean_Basin 1000m JJA 4.080102 +so Mediterranean_Basin 1000m SON 4.0898795 +so Mediterranean_Basin 1000m DJF 4.0943165 +so Mediterranean_Basin 1000m year 4.087912 +so Asia 10m MAM 11.788496 +so Asia 10m JJA 12.177523 +so Asia 10m SON 11.73436 +so Asia 10m DJF 11.523613 +so Asia 10m year 11.805998 +so Asia 100m MAM 0.5417805 +so Asia 100m JJA 0.66456795 +so Asia 100m SON 0.5412998 +so Asia 100m DJF 0.46073532 +so Asia 100m year 0.5520973 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 2.0085564 +so North_America 10m JJA 2.099153 +so North_America 10m SON 2.126994 +so North_America 10m DJF 2.2190063 +so North_America 10m year 2.1087523 +so North_America 100m MAM 0.42656708 +so North_America 100m JJA 0.41547266 +so North_America 100m SON 0.46136346 +so North_America 100m DJF 0.4158516 +so North_America 100m year 0.42398325 +so North_America 1000m MAM nan +so North_America 1000m JJA nan +so North_America 1000m SON nan +so North_America 1000m DJF nan +so North_America 1000m year nan +so Europe 10m MAM 11.5117035 +so Europe 10m JJA 12.291689 +so Europe 10m SON 12.162462 +so Europe 10m DJF 11.488947 +so Europe 10m year 11.8637 +so Europe 100m MAM 3.1491718 +so Europe 100m JJA 3.1211662 +so Europe 100m SON 3.071352 +so Europe 100m DJF 3.1802654 +so Europe 100m year 3.1304893 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 0.60521126 +so South_America 10m JJA 0.5457897 +so South_America 10m SON 0.41998482 +so South_America 10m DJF 0.18058205 +so South_America 10m year 0.4378929 +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 0.8905029 +so Australia 10m JJA 0.9090023 +so Australia 10m SON 0.96678925 +so Australia 10m DJF 0.9479389 +so Australia 10m year 0.92855835 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.7240677 +so Antarctica 10m JJA 0.29411697 +so Antarctica 10m SON 0.2790413 +so Antarctica 10m DJF 0.90992355 +so Antarctica 10m year 0.55178833 +so Antarctica 100m MAM 0.16532135 +so Antarctica 100m JJA 0.1271553 +so Antarctica 100m SON 0.039215088 +so Antarctica 100m DJF 0.07320404 +so Antarctica 100m year 0.10122681 +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan +so glob 10m MAM 0.6461606 +so glob 10m JJA 0.66957897 +so glob 10m SON 0.65290165 +so glob 10m DJF 0.66516256 +so glob 10m year 0.64505607 +so glob 100m MAM 0.48816183 +so glob 100m JJA 0.4919618 +so glob 100m SON 0.4972756 +so glob 100m DJF 0.48618832 +so glob 100m year 0.4891226 +so glob 1000m MAM 0.17324255 +so glob 1000m JJA 0.17375676 +so glob 1000m SON 0.17415427 +so glob 1000m DJF 0.1735162 +so glob 1000m year 0.17362845 +so arctic 10m MAM 1.1848154 +so arctic 10m JJA 1.3178049 +so arctic 10m SON 1.2600406 +so arctic 10m DJF 1.3364962 +so arctic 10m year 1.228332 +so arctic 100m MAM 0.5183138 +so arctic 100m JJA 0.52120763 +so arctic 100m SON 0.5552474 +so arctic 100m DJF 0.4988618 +so arctic 100m year 0.52018195 +so arctic 1000m MAM 0.08684172 +so arctic 1000m JJA 0.0922037 +so arctic 1000m SON 0.09265053 +so arctic 1000m DJF 0.08360139 +so arctic 1000m year 0.08882426 +so northmid 10m MAM 0.91586006 +so northmid 10m JJA 0.9715359 +so northmid 10m SON 0.93843603 +so northmid 10m DJF 0.9224258 +so northmid 10m year 0.9331762 +so northmid 100m MAM 0.6273636 +so northmid 100m JJA 0.61152345 +so northmid 100m SON 0.6050455 +so northmid 100m DJF 0.6295677 +so northmid 100m year 0.61684895 +so northmid 1000m MAM 0.2806394 +so northmid 1000m JJA 0.28072765 +so northmid 1000m SON 0.281648 +so northmid 1000m DJF 0.2803006 +so northmid 1000m year 0.28075576 +so tropics 10m MAM 0.5475527 +so tropics 10m JJA 0.5779094 +so tropics 10m SON 0.5837445 +so tropics 10m DJF 0.5524594 +so tropics 10m year 0.55635065 +so tropics 100m MAM 0.5476544 +so tropics 100m JJA 0.53987896 +so tropics 100m SON 0.53597593 +so tropics 100m DJF 0.5343199 +so tropics 100m year 0.53759813 +so tropics 1000m MAM 0.21452977 +so tropics 1000m JJA 0.21508233 +so tropics 1000m SON 0.21522585 +so tropics 1000m DJF 0.2154696 +so tropics 1000m year 0.21507691 +so innertropics 10m MAM 0.52074826 +so innertropics 10m JJA 0.56682926 +so innertropics 10m SON 0.5651405 +so innertropics 10m DJF 0.53233373 +so innertropics 10m year 0.5315288 +so innertropics 100m MAM 0.5290046 +so innertropics 100m JJA 0.5270842 +so innertropics 100m SON 0.5214234 +so innertropics 100m DJF 0.5090659 +so innertropics 100m year 0.519149 +so innertropics 1000m MAM 0.20557241 +so innertropics 1000m JJA 0.20624226 +so innertropics 1000m SON 0.20593156 +so innertropics 1000m DJF 0.20567235 +so innertropics 1000m year 0.20585464 +so nino34 10m MAM 0.47631338 +so nino34 10m JJA 0.4351197 +so nino34 10m SON 0.39628616 +so nino34 10m DJF 0.4475037 +so nino34 10m year 0.4388058 +so nino34 100m MAM 0.5394176 +so nino34 100m JJA 0.5188068 +so nino34 100m SON 0.53611046 +so nino34 100m DJF 0.54763144 +so nino34 100m year 0.5354915 +so nino34 1000m MAM 0.1876153 +so nino34 1000m JJA 0.19139901 +so nino34 1000m SON 0.18693428 +so nino34 1000m DJF 0.18623969 +so nino34 1000m year 0.1880469 +so southmid 10m MAM 0.45155367 +so southmid 10m JJA 0.44869697 +so southmid 10m SON 0.43877354 +so southmid 10m DJF 0.44052914 +so southmid 10m year 0.44401792 +so southmid 100m MAM 0.4298284 +so southmid 100m JJA 0.44579157 +so southmid 100m SON 0.45111698 +so southmid 100m DJF 0.44069806 +so southmid 100m year 0.44117665 +so southmid 1000m MAM 0.11671297 +so southmid 1000m JJA 0.115877874 +so southmid 1000m SON 0.115586914 +so southmid 1000m DJF 0.116176955 +so southmid 1000m year 0.115976155 +so antarctic 10m MAM 0.38596585 +so antarctic 10m JJA 0.23686336 +so antarctic 10m SON 0.1996949 +so antarctic 10m DJF 0.3484128 +so antarctic 10m year 0.2644537 +so antarctic 100m MAM 0.18501602 +so antarctic 100m JJA 0.22439118 +so antarctic 100m SON 0.24178769 +so antarctic 100m DJF 0.21274337 +so antarctic 100m year 0.21301414 +so antarctic 1000m MAM 0.11437009 +so antarctic 1000m JJA 0.11457121 +so antarctic 1000m SON 0.11626467 +so antarctic 1000m DJF 0.11742334 +so antarctic 1000m year 0.1156574 diff --git a/eval/NCEP2/TaiESM1.csv b/eval/NCEP2/TaiESM1.csv index 90b973a..7d4c724 100644 --- a/eval/NCEP2/TaiESM1.csv +++ b/eval/NCEP2/TaiESM1.csv @@ -1,481 +1,1651 @@ Variable Region Level Season AbsMeanError -siconc glob surface MAM 7.378302364610323 -siconc glob surface JJA 8.132325256190379 -siconc glob surface SON 8.409753860394991 -siconc glob surface DJF 7.163480818159032 -siconc arctic surface MAM 3.296248548387203 -siconc arctic surface JJA 6.08318086185483 -siconc arctic surface SON 5.603002102671294 -siconc arctic surface DJF 4.444813340420928 +siconc Atlantic_Basin surface MAM 9.915554485171102 +siconc Atlantic_Basin surface JJA 11.619562159578212 +siconc Atlantic_Basin surface SON 9.811107157092794 +siconc Atlantic_Basin surface DJF 10.03857271510548 +siconc Atlantic_Basin surface year 8.698686602153174 +siconc Pacific_Basin surface MAM 15.557836733603171 +siconc Pacific_Basin surface JJA 2.8749973518496907 +siconc Pacific_Basin surface SON 5.536004535263099 +siconc Pacific_Basin surface DJF 10.837505908112757 +siconc Pacific_Basin surface year 6.290611707249211 +siconc Indian_Basin surface MAM nan +siconc Indian_Basin surface JJA nan +siconc Indian_Basin surface SON nan +siconc Indian_Basin surface DJF nan +siconc Indian_Basin surface year nan +siconc Arctic_Basin surface MAM 2.4067926531264856 +siconc Arctic_Basin surface JJA 5.310910681573229 +siconc Arctic_Basin surface SON 4.950948618456158 +siconc Arctic_Basin surface DJF 3.6980534542263688 +siconc Arctic_Basin surface year 2.6112897046599595 +siconc Southern_Ocean_Basin surface MAM 12.418215031056217 +siconc Southern_Ocean_Basin surface JJA 10.567740532018048 +siconc Southern_Ocean_Basin surface SON 11.478212710561182 +siconc Southern_Ocean_Basin surface DJF 10.177048516700692 +siconc Southern_Ocean_Basin surface year 9.528955845274183 +siconc Mediterranean_Basin surface MAM nan +siconc Mediterranean_Basin surface JJA nan +siconc Mediterranean_Basin surface SON nan +siconc Mediterranean_Basin surface DJF nan +siconc Mediterranean_Basin surface year nan +siconc Asia surface MAM 29.923185119628908 +siconc Asia surface JJA 2.8760372924804685 +siconc Asia surface SON 11.334071655273435 +siconc Asia surface DJF 41.850726013183596 +siconc Asia surface year 27.13130310058594 +siconc North_America surface MAM nan +siconc North_America surface JJA nan +siconc North_America surface SON nan +siconc North_America surface DJF nan +siconc North_America surface year nan +siconc Europe surface MAM 2.37 +siconc Europe surface JJA nan +siconc Europe surface SON 1.32 +siconc Europe surface DJF 9.05 +siconc Europe surface year 4.25 +siconc Africa surface MAM nan +siconc Africa surface JJA nan +siconc Africa surface SON nan +siconc Africa surface DJF nan +siconc Africa surface year nan +siconc South_America surface MAM nan +siconc South_America surface JJA nan +siconc South_America surface SON nan +siconc South_America surface DJF nan +siconc South_America surface year nan +siconc Oceania surface MAM nan +siconc Oceania surface JJA nan +siconc Oceania surface SON nan +siconc Oceania surface DJF nan +siconc Oceania surface year nan +siconc Australia surface MAM nan +siconc Australia surface JJA nan +siconc Australia surface SON nan +siconc Australia surface DJF nan +siconc Australia surface year nan +siconc Antarctica surface MAM 4.8984738230705265 +siconc Antarctica surface JJA 20.68931869506836 +siconc Antarctica surface SON 28.25194839477539 +siconc Antarctica surface DJF 3.0102417850494385 +siconc Antarctica surface year 11.76575958251953 +siconc glob surface MAM 7.50947819778268 +siconc glob surface JJA 8.200489542175006 +siconc glob surface SON 8.403859565653798 +siconc glob surface DJF 7.265348594549581 +siconc glob surface year 6.466057800324817 +siconc arctic surface MAM 3.6062742620776786 +siconc arctic surface JJA 6.246199129406223 +siconc arctic surface SON 5.632425884140498 +siconc arctic surface DJF 4.688673861189309 +siconc arctic surface year 3.6051937498358617 siconc northmid surface MAM 13.961596683299364 -siconc northmid surface JJA 6.388773085310333 +siconc northmid surface JJA 6.3887730853103335 siconc northmid surface SON 5.215800598046564 siconc northmid surface DJF 11.570560997544089 +siconc northmid surface year 7.320523075752307 siconc tropics surface MAM nan siconc tropics surface JJA nan siconc tropics surface SON nan siconc tropics surface DJF nan +siconc tropics surface year nan siconc innertropics surface MAM nan siconc innertropics surface JJA nan siconc innertropics surface SON nan siconc innertropics surface DJF nan +siconc innertropics surface year nan siconc nino34 surface MAM nan siconc nino34 surface JJA nan siconc nino34 surface SON nan siconc nino34 surface DJF nan +siconc nino34 surface year nan siconc southmid surface MAM 5.003335323608263 siconc southmid surface JJA 12.332441097444889 siconc southmid surface SON 14.160227004632247 siconc southmid surface DJF 5.862758019453574 +siconc southmid surface year 9.314886369801705 siconc antarctic surface MAM 12.915135161827534 siconc antarctic surface JJA 8.922723859378582 siconc antarctic surface SON 9.461590834216263 siconc antarctic surface DJF 10.678480566409394 -tas glob surface MAM 1.8734818 -tas glob surface JJA 1.8456364 -tas glob surface SON 1.8040717 -tas glob surface DJF 1.8453276 -tas arctic surface MAM 3.1756282 -tas arctic surface JJA 1.2827563 -tas arctic surface SON 2.4633224 -tas arctic surface DJF 4.568402 -tas northmid surface MAM 1.4494748 -tas northmid surface JJA 1.6697683 -tas northmid surface SON 1.3002045 -tas northmid surface DJF 2.0058649 -tas tropics surface MAM 0.90133125 -tas tropics surface JJA 0.90386325 -tas tropics surface SON 0.9025616 -tas tropics surface DJF 0.79344976 -tas innertropics surface MAM 0.67732465 -tas innertropics surface JJA 0.5981933 -tas innertropics surface SON 0.6969918 -tas innertropics surface DJF 0.6770879 -tas nino34 surface MAM 0.29957554 -tas nino34 surface JJA 0.13260981 -tas nino34 surface SON 1.123203 -tas nino34 surface DJF 0.5924601 -tas southmid surface MAM 0.87690103 -tas southmid surface JJA 0.8609455 -tas southmid surface SON 0.953224 -tas southmid surface DJF 0.97595555 -tas antarctic surface MAM 4.2397795 -tas antarctic surface JJA 5.6653614 -tas antarctic surface SON 4.5223126 -tas antarctic surface DJF 2.1353424 +siconc antarctic surface year 8.984868409839834 +tas Atlantic_Basin surface MAM 1.4382079 +tas Atlantic_Basin surface JJA 0.9554822 +tas Atlantic_Basin surface SON 1.1729257 +tas Atlantic_Basin surface DJF 1.706385 +tas Atlantic_Basin surface year 1.2530302 +tas Pacific_Basin surface MAM 0.8106822 +tas Pacific_Basin surface JJA 0.72379076 +tas Pacific_Basin surface SON 0.6133582 +tas Pacific_Basin surface DJF 0.76236147 +tas Pacific_Basin surface year 0.6497832 +tas Indian_Basin surface MAM 0.6519158 +tas Indian_Basin surface JJA 0.59338707 +tas Indian_Basin surface SON 0.40782335 +tas Indian_Basin surface DJF 0.4049027 +tas Indian_Basin surface year 0.42276198 +tas Arctic_Basin surface MAM 4.6388707 +tas Arctic_Basin surface JJA 1.8793702 +tas Arctic_Basin surface SON 3.9434414 +tas Arctic_Basin surface DJF 5.824822 +tas Arctic_Basin surface year 4.0457273 +tas Southern_Ocean_Basin surface MAM 1.8124179 +tas Southern_Ocean_Basin surface JJA 2.1546319 +tas Southern_Ocean_Basin surface SON 1.9179388 +tas Southern_Ocean_Basin surface DJF 1.3243128 +tas Southern_Ocean_Basin surface year 1.7091088 +tas Mediterranean_Basin surface MAM 0.5539468 +tas Mediterranean_Basin surface JJA 1.0386481 +tas Mediterranean_Basin surface SON 0.59463656 +tas Mediterranean_Basin surface DJF 0.7915603 +tas Mediterranean_Basin surface year 0.6524762 +tas Asia surface MAM 2.3205342 +tas Asia surface JJA 1.8750955 +tas Asia surface SON 1.9105401 +tas Asia surface DJF 2.1367013 +tas Asia surface year 1.8646177 +tas North_America surface MAM 1.9424841 +tas North_America surface JJA 1.7738676 +tas North_America surface SON 1.9897888 +tas North_America surface DJF 2.957967 +tas North_America surface year 1.8966777 +tas Europe surface MAM 1.265654 +tas Europe surface JJA 1.6182728 +tas Europe surface SON 1.1925973 +tas Europe surface DJF 2.0057244 +tas Europe surface year 1.4189879 +tas Africa surface MAM 1.1927273 +tas Africa surface JJA 1.5153406 +tas Africa surface SON 1.1977673 +tas Africa surface DJF 1.5285469 +tas Africa surface year 1.1851525 +tas South_America surface MAM 1.3539363 +tas South_America surface JJA 1.4858372 +tas South_America surface SON 1.532236 +tas South_America surface DJF 1.5019522 +tas South_America surface year 1.3751557 +tas Oceania surface MAM 2.5977728 +tas Oceania surface JJA 2.432115 +tas Oceania surface SON 1.7735873 +tas Oceania surface DJF 2.052088 +tas Oceania surface year 2.115795 +tas Australia surface MAM 1.2874948 +tas Australia surface JJA 1.1010991 +tas Australia surface SON 0.9258201 +tas Australia surface DJF 0.9355373 +tas Australia surface year 0.9348301 +tas Antarctica surface MAM 2.9248817 +tas Antarctica surface JJA 4.5186515 +tas Antarctica surface SON 4.050152 +tas Antarctica surface DJF 1.1925807 +tas Antarctica surface year 3.0357103 +tas glob surface MAM 1.8213507 +tas glob surface JJA 1.687955 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surface MAM 30.784468 +clt Arctic_Basin surface JJA 16.758463 +clt Arctic_Basin surface SON 24.688534 +clt Arctic_Basin surface DJF 29.400023 +clt Arctic_Basin surface year 25.405367 +clt Southern_Ocean_Basin surface MAM 6.8013406 +clt Southern_Ocean_Basin surface JJA 9.442153 +clt Southern_Ocean_Basin surface SON 6.638714 +clt Southern_Ocean_Basin surface DJF 5.121904 +clt Southern_Ocean_Basin surface year 6.737454 +clt Mediterranean_Basin surface MAM 5.065899 +clt Mediterranean_Basin surface JJA 6.05659 +clt Mediterranean_Basin surface SON 9.122779 +clt Mediterranean_Basin surface DJF 9.77658 +clt Mediterranean_Basin surface year 6.9202433 +clt Asia surface MAM 12.266175 +clt Asia surface JJA 6.556083 +clt Asia surface SON 9.189832 +clt Asia surface DJF 18.79836 +clt Asia surface year 10.05018 +clt North_America surface MAM 16.603884 +clt North_America surface JJA 11.269183 +clt North_America surface SON 13.510671 +clt North_America surface DJF 17.949223 +clt North_America surface year 14.188049 +clt Europe surface MAM 7.377574 +clt Europe surface JJA 6.4793816 +clt Europe surface SON 6.2892394 +clt Europe surface DJF 12.424313 +clt Europe surface year 6.8500004 +clt Africa surface MAM 14.922967 +clt Africa surface JJA 9.116009 +clt Africa surface SON 12.23052 +clt Africa surface DJF 14.693193 +clt Africa surface year 11.942197 +clt South_America surface MAM 8.281111 +clt South_America surface JJA 10.297666 +clt South_America surface SON 8.558724 +clt South_America surface DJF 7.219471 +clt South_America surface year 6.8628583 +clt Oceania surface MAM 6.5098386 +clt Oceania surface JJA 9.334924 +clt Oceania surface SON 6.763684 +clt Oceania surface DJF 4.345679 +clt Oceania surface year 6.547688 +clt Australia surface MAM 8.76226 +clt Australia surface JJA 9.85326 +clt Australia surface SON 8.253177 +clt Australia surface DJF 9.983218 +clt Australia surface year 8.847596 +clt Antarctica surface MAM 49.798836 +clt Antarctica surface JJA 48.766605 +clt Antarctica surface SON 47.58928 +clt Antarctica surface DJF 43.8772 +clt Antarctica surface year 47.340176 clt glob surface MAM 15.493696 -clt glob surface JJA 13.756658 +clt glob surface JJA 13.756657 clt glob surface SON 13.817494 clt glob surface DJF 15.191074 +clt glob surface year 13.744905 clt arctic surface MAM 26.01271 -clt arctic surface JJA 14.048845 +clt arctic surface JJA 14.048843 clt arctic surface SON 20.400276 clt arctic surface DJF 26.446222 +clt arctic surface year 21.656527 clt northmid surface MAM 5.8909163 clt northmid surface JJA 6.3218927 clt northmid surface SON 5.3967924 clt northmid surface DJF 9.022301 +clt northmid surface year 5.2540894 clt tropics surface MAM 12.150579 -clt tropics surface JJA 11.644935 +clt tropics surface JJA 11.644934 clt tropics surface SON 11.364914 clt tropics surface DJF 12.087173 +clt tropics surface year 10.331387 clt innertropics surface MAM 12.357117 clt innertropics surface JJA 10.493513 clt innertropics surface SON 11.621484 clt 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Pacific_Basin surface year 1.1077089e-05 +pr Indian_Basin surface MAM 1.0528602e-05 +pr Indian_Basin surface JJA 1.4917994e-05 +pr Indian_Basin surface SON 1.1245025e-05 +pr Indian_Basin surface DJF 1.2992014e-05 +pr Indian_Basin surface year 1.0336645e-05 +pr Arctic_Basin surface MAM 3.1772554e-06 +pr Arctic_Basin surface JJA 2.2361407e-06 +pr Arctic_Basin surface SON 1.9027339e-06 +pr Arctic_Basin surface DJF 2.0622838e-06 +pr Arctic_Basin surface year 2.098086e-06 +pr Southern_Ocean_Basin surface MAM 4.764159e-06 +pr Southern_Ocean_Basin surface JJA 6.309582e-06 +pr Southern_Ocean_Basin surface SON 4.4814524e-06 +pr Southern_Ocean_Basin surface DJF 2.8319687e-06 +pr Southern_Ocean_Basin surface year 3.6869812e-06 +pr Mediterranean_Basin surface MAM 4.7641597e-06 +pr Mediterranean_Basin surface JJA 4.6703167e-06 +pr Mediterranean_Basin surface SON 6.4195347e-06 +pr Mediterranean_Basin surface DJF 7.3805973e-06 +pr Mediterranean_Basin surface year 5.5220626e-06 +pr Asia surface MAM 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0.021899967 +zos northmid surface MAM 0.043064237 +zos northmid surface JJA 0.043632194 zos northmid surface SON 0.045593873 -zos northmid surface DJF 0.04117236 +zos northmid surface DJF 0.041172355 +zos northmid surface year 0.04296591 zos tropics surface MAM 0.029813033 zos tropics surface JJA 0.028825395 zos tropics surface SON 0.028829603 zos tropics surface DJF 0.028560784 +zos tropics surface year 0.027804447 zos innertropics surface MAM 0.024457151 -zos innertropics surface JJA 0.022390623 -zos innertropics surface SON 0.021939615 +zos innertropics surface JJA 0.02239062 +zos innertropics surface SON 0.021939617 zos innertropics surface DJF 0.022876246 -zos nino34 surface MAM 0.043920245 +zos innertropics surface year 0.02092046 +zos nino34 surface MAM 0.04392024 zos nino34 surface JJA 0.02704163 -zos nino34 surface SON 0.02590882 +zos nino34 surface SON 0.025908818 zos nino34 surface DJF 0.04102822 +zos nino34 surface year 0.034481604 zos southmid surface MAM 0.051826965 zos southmid surface JJA 0.046880737 zos southmid surface SON 0.04929376 zos southmid surface DJF 0.050700877 +zos southmid surface year 0.049224604 zos antarctic surface MAM 0.014524381 -zos antarctic surface JJA 0.018957388 +zos antarctic surface JJA 0.018957386 zos antarctic surface SON 0.022289366 -zos antarctic surface DJF 0.014893437 +zos antarctic surface DJF 0.014893436 +zos antarctic surface year 0.014139327 +tos Atlantic_Basin surface MAM 0.18597873 +tos Atlantic_Basin surface JJA 0.18914542 +tos Atlantic_Basin surface SON 0.21056652 +tos Atlantic_Basin surface DJF 0.1499948 +tos Atlantic_Basin surface year 0.14013265 +tos Pacific_Basin surface MAM 0.15167546 +tos Pacific_Basin surface JJA 0.15939029 +tos Pacific_Basin surface SON 0.15258788 +tos Pacific_Basin surface DJF 0.16767137 +tos Pacific_Basin surface year 0.12052632 +tos Indian_Basin surface MAM 0.14817132 +tos Indian_Basin surface JJA 0.17145202 +tos Indian_Basin surface SON 0.13011023 +tos Indian_Basin surface DJF 0.18928675 +tos Indian_Basin surface year 0.11738421 +tos Arctic_Basin surface MAM 0.07005016 +tos Arctic_Basin surface JJA 0.22685649 +tos Arctic_Basin surface SON 0.22853196 +tos Arctic_Basin surface DJF 0.069417596 +tos Arctic_Basin surface year 0.13415919 +tos Southern_Ocean_Basin surface MAM 0.2615967 +tos Southern_Ocean_Basin surface JJA 0.14491287 +tos Southern_Ocean_Basin surface SON 0.13966164 +tos Southern_Ocean_Basin surface DJF 0.3699905 +tos Southern_Ocean_Basin surface year 0.16771817 +tos Mediterranean_Basin surface MAM 0.09912873 +tos Mediterranean_Basin surface JJA 0.14791285 +tos Mediterranean_Basin surface SON 0.21109962 +tos Mediterranean_Basin surface DJF 0.19426331 +tos Mediterranean_Basin surface year 0.0772623 +tos Asia surface MAM 0.24236429 +tos Asia surface JJA 0.43952793 +tos Asia surface SON 0.43260536 +tos Asia surface DJF 0.62647235 +tos Asia surface year 0.19290997 +tos North_America surface MAM 0.2150333 +tos North_America surface JJA 0.21252613 +tos North_America surface SON 0.150579 +tos North_America surface DJF 0.12833361 +tos North_America surface year 0.08333133 +tos Europe surface MAM 1.0406251 +tos Europe surface JJA 0.5462218 +tos Europe surface SON 0.49323067 +tos Europe surface DJF 0.51709366 +tos Europe surface year 0.25233543 +tos Africa surface MAM nan +tos Africa surface JJA nan +tos Africa surface SON nan +tos Africa surface DJF nan +tos Africa surface year nan +tos South_America surface MAM 0.23657943 +tos South_America surface JJA 0.061831787 +tos South_America surface SON 0.1579494 +tos South_America surface DJF 0.049895972 +tos South_America surface year 0.12656417 +tos Oceania surface MAM nan +tos Oceania surface JJA nan +tos Oceania surface SON nan +tos Oceania surface DJF nan +tos Oceania surface year nan +tos Australia surface MAM 0.0835042 +tos Australia surface JJA 0.19495457 +tos Australia surface SON 0.04567626 +tos Australia surface DJF 0.27302933 +tos Australia surface year 0.12727988 +tos Antarctica surface MAM 0.6659722 +tos Antarctica surface JJA 0.165654 +tos Antarctica surface SON 0.23170882 +tos Antarctica surface DJF 0.83262765 +tos Antarctica surface year 0.47399065 tos glob surface MAM 0.17925267 tos glob surface JJA 0.16974692 -tos glob surface SON 0.16636036 +tos glob surface SON 0.16636035 tos glob surface DJF 0.21266018 -tos arctic surface MAM 0.11269723 +tos glob surface year 0.13858275 +tos arctic surface MAM 0.11269724 tos arctic surface JJA 0.24973972 tos arctic surface SON 0.24515758 -tos arctic surface DJF 0.10620101 +tos arctic surface DJF 0.10620102 +tos arctic surface year 0.15254658 tos northmid surface MAM 0.22890826 -tos northmid surface JJA 0.23961803 +tos northmid surface JJA 0.239618 tos northmid surface SON 0.28048372 -tos northmid surface DJF 0.18704994 +tos northmid surface DJF 0.18704996 +tos northmid surface year 0.16101249 tos tropics surface MAM 0.12995921 tos tropics surface JJA 0.13500006 tos tropics surface SON 0.12865312 tos tropics surface DJF 0.15001746 +tos tropics surface year 0.10583038 tos innertropics surface MAM 0.13302866 tos innertropics surface JJA 0.13526063 tos innertropics surface SON 0.14219959 tos innertropics surface DJF 0.15929595 -tos nino34 surface MAM 0.15468797 +tos innertropics surface year 0.11178145 +tos nino34 surface MAM 0.15468796 tos nino34 surface JJA 0.20738497 tos nino34 surface SON 0.204307 tos nino34 surface DJF 0.15273911 +tos nino34 surface year 0.16864176 tos southmid surface MAM 0.2159297 tos southmid surface JJA 0.15417024 tos southmid surface SON 0.13570218 tos southmid surface DJF 0.2742436 -tos antarctic surface MAM 0.3212393 +tos southmid surface year 0.15356207 +tos antarctic surface MAM 0.32123935 tos antarctic surface JJA 0.13465893 tos antarctic surface SON 0.13384537 tos antarctic surface DJF 0.49155644 +tos antarctic surface year 0.18364654 +thetao Atlantic_Basin 10m MAM 1.1040705 +thetao Atlantic_Basin 10m JJA 1.0127236 +thetao Atlantic_Basin 10m SON 0.8708041 +thetao Atlantic_Basin 10m DJF 1.1109625 +thetao Atlantic_Basin 10m year 0.96340436 +thetao Atlantic_Basin 100m MAM 1.1487367 +thetao Atlantic_Basin 100m JJA 1.0557704 +thetao Atlantic_Basin 100m SON 1.0054758 +thetao Atlantic_Basin 100m DJF 1.016228 +thetao Atlantic_Basin 100m year 1.0044109 +thetao Atlantic_Basin 1000m MAM 1.8372041 +thetao Atlantic_Basin 1000m JJA 1.8489581 +thetao Atlantic_Basin 1000m SON 1.8563243 +thetao Atlantic_Basin 1000m DJF 1.8370978 +thetao Atlantic_Basin 1000m year 1.8442438 +thetao Pacific_Basin 10m MAM 0.65263295 +thetao Pacific_Basin 10m JJA 0.5291231 +thetao Pacific_Basin 10m SON 0.5014977 +thetao Pacific_Basin 10m DJF 0.5856797 +thetao Pacific_Basin 10m year 0.47707555 +thetao Pacific_Basin 100m MAM 0.97886956 +thetao Pacific_Basin 100m JJA 1.0447508 +thetao Pacific_Basin 100m SON 1.0191053 +thetao Pacific_Basin 100m DJF 0.898844 +thetao Pacific_Basin 100m year 0.924862 +thetao Pacific_Basin 1000m MAM 0.4819458 +thetao Pacific_Basin 1000m JJA 0.48677462 +thetao Pacific_Basin 1000m SON 0.48255467 +thetao Pacific_Basin 1000m DJF 0.48219714 +thetao Pacific_Basin 1000m year 0.48315594 +thetao Indian_Basin 10m MAM 0.48049298 +thetao Indian_Basin 10m JJA 0.39778203 +thetao Indian_Basin 10m SON 0.3743615 +thetao Indian_Basin 10m DJF 0.3901414 +thetao Indian_Basin 10m year 0.3185726 +thetao Indian_Basin 100m MAM 0.9671771 +thetao Indian_Basin 100m JJA 1.218951 +thetao Indian_Basin 100m SON 1.3635776 +thetao Indian_Basin 100m DJF 1.0389565 +thetao Indian_Basin 100m year 1.051659 +thetao Indian_Basin 1000m MAM 0.6654283 +thetao Indian_Basin 1000m JJA 0.6617364 +thetao Indian_Basin 1000m SON 0.6602458 +thetao Indian_Basin 1000m DJF 0.6789779 +thetao Indian_Basin 1000m year 0.66552234 +thetao Arctic_Basin 10m MAM 0.4612968 +thetao Arctic_Basin 10m JJA 0.42925173 +thetao Arctic_Basin 10m SON 0.39295813 +thetao Arctic_Basin 10m DJF 0.525693 +thetao Arctic_Basin 10m year 0.42904812 +thetao Arctic_Basin 100m MAM 0.28127876 +thetao Arctic_Basin 100m JJA 0.3173076 +thetao Arctic_Basin 100m SON 0.32498005 +thetao Arctic_Basin 100m DJF 0.3182626 +thetao Arctic_Basin 100m year 0.2931262 +thetao Arctic_Basin 1000m MAM 1.5535359 +thetao Arctic_Basin 1000m JJA 1.5697488 +thetao Arctic_Basin 1000m SON 1.5612186 +thetao Arctic_Basin 1000m DJF 1.5494175 +thetao Arctic_Basin 1000m year 1.5584804 +thetao Southern_Ocean_Basin 10m MAM 1.171219 +thetao Southern_Ocean_Basin 10m JJA 0.9399876 +thetao Southern_Ocean_Basin 10m SON 0.95146763 +thetao Southern_Ocean_Basin 10m DJF 1.2305186 +thetao Southern_Ocean_Basin 10m year 0.97988397 +thetao Southern_Ocean_Basin 100m MAM 1.0814011 +thetao Southern_Ocean_Basin 100m JJA 1.0626433 +thetao Southern_Ocean_Basin 100m SON 0.9953653 +thetao Southern_Ocean_Basin 100m DJF 1.0588411 +thetao Southern_Ocean_Basin 100m year 1.01931 +thetao Southern_Ocean_Basin 1000m MAM 0.69050115 +thetao Southern_Ocean_Basin 1000m JJA 0.6835445 +thetao Southern_Ocean_Basin 1000m SON 0.68651384 +thetao Southern_Ocean_Basin 1000m DJF 0.6904191 +thetao Southern_Ocean_Basin 1000m year 0.6869255 +thetao Mediterranean_Basin 10m MAM 0.42439574 +thetao Mediterranean_Basin 10m JJA 0.6671405 +thetao Mediterranean_Basin 10m SON 0.5464413 +thetao Mediterranean_Basin 10m DJF 0.56832767 +thetao Mediterranean_Basin 10m year 0.47906265 +thetao Mediterranean_Basin 100m MAM 0.6955349 +thetao Mediterranean_Basin 100m JJA 0.6053805 +thetao Mediterranean_Basin 100m SON 0.65493697 +thetao Mediterranean_Basin 100m DJF 0.64694816 +thetao Mediterranean_Basin 100m year 0.6215029 +thetao Mediterranean_Basin 1000m MAM 0.9362045 +thetao Mediterranean_Basin 1000m JJA 0.9385779 +thetao Mediterranean_Basin 1000m SON 0.94006765 +thetao Mediterranean_Basin 1000m DJF 0.9407881 +thetao Mediterranean_Basin 1000m year 0.9389082 +thetao Asia 10m MAM 1.8853014 +thetao Asia 10m JJA 1.4134063 +thetao Asia 10m SON 2.3238456 +thetao Asia 10m DJF 2.0213919 +thetao Asia 10m year 0.9733565 +thetao Asia 100m MAM 1.0310439 +thetao Asia 100m JJA 0.21007907 +thetao Asia 100m SON 0.37714475 +thetao Asia 100m DJF 0.73677945 +thetao Asia 100m year 0.51346016 +thetao Asia 1000m MAM nan +thetao Asia 1000m JJA nan +thetao Asia 1000m SON nan +thetao Asia 1000m DJF nan +thetao Asia 1000m year nan +thetao North_America 10m MAM 1.2301669 +thetao North_America 10m JJA 1.0838053 +thetao North_America 10m SON 0.40389585 +thetao North_America 10m DJF 1.5360023 +thetao North_America 10m year 0.9337288 +thetao North_America 100m MAM 0.6143454 +thetao North_America 100m JJA 0.58536345 +thetao North_America 100m SON 0.40492678 +thetao North_America 100m DJF 0.5872697 +thetao North_America 100m year 0.5479812 +thetao North_America 1000m MAM nan +thetao North_America 1000m JJA nan +thetao North_America 1000m SON nan +thetao North_America 1000m DJF nan +thetao North_America 1000m year nan +thetao Europe 10m MAM 1.4589096 +thetao Europe 10m JJA 2.205069 +thetao Europe 10m SON 1.3293753 +thetao Europe 10m DJF 2.435224 +thetao Europe 10m year 0.82848525 +thetao Europe 100m MAM 0.87997675 +thetao Europe 100m JJA 0.90893364 +thetao Europe 100m SON 1.0517759 +thetao Europe 100m DJF 0.7818608 +thetao Europe 100m year 0.90562916 +thetao Europe 1000m MAM nan +thetao Europe 1000m JJA nan +thetao Europe 1000m SON nan +thetao Europe 1000m DJF nan +thetao Europe 1000m year nan +thetao Africa 10m MAM nan +thetao Africa 10m JJA nan +thetao Africa 10m SON nan +thetao Africa 10m DJF nan +thetao Africa 10m year nan +thetao Africa 100m MAM nan +thetao Africa 100m JJA nan +thetao Africa 100m SON nan +thetao Africa 100m DJF nan +thetao Africa 100m year nan +thetao Africa 1000m MAM nan +thetao Africa 1000m JJA nan +thetao Africa 1000m SON nan +thetao Africa 1000m DJF nan +thetao Africa 1000m year nan +thetao South_America 10m MAM 0.99176455 +thetao South_America 10m JJA 0.7867112 +thetao South_America 10m SON 0.8244114 +thetao South_America 10m DJF 1.1778717 +thetao South_America 10m year 0.77044296 +thetao South_America 100m MAM nan +thetao South_America 100m JJA nan +thetao South_America 100m SON nan +thetao South_America 100m DJF nan +thetao South_America 100m year nan +thetao South_America 1000m MAM nan +thetao South_America 1000m JJA nan +thetao South_America 1000m SON nan +thetao South_America 1000m DJF nan +thetao South_America 1000m year nan +thetao Oceania 10m MAM nan +thetao Oceania 10m JJA nan +thetao Oceania 10m SON nan +thetao Oceania 10m DJF nan +thetao Oceania 10m year nan +thetao Oceania 100m MAM nan +thetao Oceania 100m JJA nan +thetao Oceania 100m SON nan +thetao Oceania 100m DJF nan +thetao Oceania 100m year nan +thetao Oceania 1000m MAM nan +thetao Oceania 1000m JJA nan +thetao Oceania 1000m SON nan +thetao Oceania 1000m DJF nan +thetao Oceania 1000m year nan +thetao Australia 10m MAM 0.21791172 +thetao Australia 10m JJA 0.66928387 +thetao Australia 10m SON 1.0605865 +thetao Australia 10m DJF 0.2719984 +thetao Australia 10m year 0.37780142 +thetao Australia 100m MAM nan +thetao Australia 100m JJA nan +thetao Australia 100m SON nan +thetao Australia 100m DJF nan +thetao Australia 100m year nan +thetao Australia 1000m MAM nan +thetao Australia 1000m JJA nan +thetao Australia 1000m SON nan +thetao Australia 1000m DJF nan +thetao Australia 1000m year nan +thetao Antarctica 10m MAM 1.3230716 +thetao Antarctica 10m JJA 0.023311377 +thetao Antarctica 10m SON 0.06255233 +thetao Antarctica 10m DJF 1.516187 +thetao Antarctica 10m year 0.73128057 +thetao Antarctica 100m MAM 0.4013151 +thetao Antarctica 100m JJA 0.9856923 +thetao Antarctica 100m SON 0.77154744 +thetao Antarctica 100m DJF 0.49924725 +thetao Antarctica 100m year 0.66443527 +thetao Antarctica 1000m MAM nan +thetao Antarctica 1000m JJA nan +thetao Antarctica 1000m SON nan +thetao Antarctica 1000m DJF nan +thetao Antarctica 1000m year nan thetao glob 10m MAM 0.83986557 thetao glob 10m JJA 0.7078109 thetao glob 10m SON 0.6697826 -thetao glob 10m DJF 0.8358991 +thetao glob 10m DJF 0.835899 +thetao glob 10m year 0.6831598 thetao glob 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1000m DJF 1.6910988 +thetao arctic 1000m year 1.7000849 thetao northmid 10m MAM 1.2108631 thetao northmid 10m JJA 1.1142973 thetao northmid 10m SON 0.92489284 thetao northmid 10m DJF 1.1023679 +thetao northmid 10m year 1.0191079 thetao northmid 100m MAM 1.1511519 thetao northmid 100m JJA 1.2415643 -thetao northmid 100m SON 1.3607187 +thetao northmid 100m SON 1.3607186 thetao northmid 100m DJF 1.2022725 +thetao northmid 100m year 1.2188785 thetao northmid 1000m MAM 1.0606866 thetao northmid 1000m JJA 1.0715526 thetao northmid 1000m SON 1.0764213 thetao northmid 1000m DJF 1.0739248 +thetao northmid 1000m year 1.0696541 thetao tropics 10m MAM 0.5343706 -thetao tropics 10m JJA 0.47623825 -thetao tropics 10m SON 0.4787467 -thetao tropics 10m DJF 0.50363755 +thetao tropics 10m JJA 0.47623822 +thetao tropics 10m SON 0.47874665 +thetao tropics 10m DJF 0.5036375 +thetao tropics 10m year 0.4046135 thetao tropics 100m MAM 0.9551415 thetao tropics 100m JJA 1.0997103 thetao tropics 100m SON 1.0835116 thetao tropics 100m DJF 0.91228116 +thetao tropics 100m year 0.92935973 thetao tropics 1000m MAM 0.80236685 thetao tropics 1000m JJA 0.8046552 thetao tropics 1000m SON 0.80202353 thetao tropics 1000m DJF 0.80051726 +thetao tropics 1000m year 0.8021128 thetao innertropics 10m MAM 0.5040891 thetao innertropics 10m JJA 0.4696864 thetao innertropics 10m SON 0.49561977 thetao innertropics 10m DJF 0.5259094 +thetao innertropics 10m year 0.39182183 thetao innertropics 100m MAM 1.2235141 thetao innertropics 100m JJA 1.4487337 thetao innertropics 100m SON 1.4212799 thetao innertropics 100m DJF 1.1323073 -thetao innertropics 1000m MAM 0.7242103 +thetao innertropics 100m year 1.1803316 +thetao innertropics 1000m MAM 0.72421026 thetao innertropics 1000m JJA 0.7253553 -thetao innertropics 1000m SON 0.72377974 +thetao innertropics 1000m SON 0.7237797 thetao innertropics 1000m DJF 0.72017395 +thetao innertropics 1000m year 0.7230164 thetao nino34 10m MAM 0.218209 thetao nino34 10m JJA 0.43110833 thetao nino34 10m SON 0.72300375 thetao nino34 10m DJF 0.3271597 +thetao nino34 10m year 0.17141798 thetao nino34 100m MAM 1.9953849 thetao nino34 100m JJA 1.954996 thetao nino34 100m SON 0.50075334 thetao nino34 100m DJF 0.69731915 +thetao nino34 100m year 1.0942918 thetao nino34 1000m MAM 0.40673122 thetao nino34 1000m JJA 0.38662797 thetao nino34 1000m SON 0.36382568 thetao nino34 1000m DJF 0.38499337 +thetao nino34 1000m year 0.3855442 thetao southmid 10m MAM 1.3080285 thetao southmid 10m JJA 1.0001186 thetao southmid 10m SON 1.0598716 thetao southmid 10m DJF 1.3997247 +thetao southmid 10m year 1.1154945 thetao southmid 100m MAM 1.2660588 thetao southmid 100m JJA 1.1454914 thetao southmid 100m SON 1.1360964 thetao southmid 100m DJF 1.2409741 +thetao southmid 100m year 1.1684827 thetao southmid 1000m MAM 0.65097356 thetao southmid 1000m JJA 0.6483687 thetao southmid 1000m SON 0.6466092 thetao southmid 1000m DJF 0.6510178 +thetao southmid 1000m year 0.6481284 thetao antarctic 10m MAM 0.5425111 thetao antarctic 10m JJA 0.46998128 thetao antarctic 10m SON 0.35135627 thetao antarctic 10m DJF 0.54820013 +thetao antarctic 10m year 0.3442264 thetao antarctic 100m MAM 0.5787805 thetao antarctic 100m JJA 0.6309009 thetao antarctic 100m SON 0.3878488 thetao antarctic 100m DJF 0.43505988 +thetao antarctic 100m year 0.4560137 thetao antarctic 1000m MAM 0.7929751 thetao antarctic 1000m JJA 0.7796976 thetao antarctic 1000m SON 0.78820026 thetao antarctic 1000m DJF 0.7956714 +thetao antarctic 1000m year 0.78897715 +so Atlantic_Basin 10m MAM 0.60166407 +so Atlantic_Basin 10m JJA 0.7029303 +so Atlantic_Basin 10m SON 0.68466616 +so Atlantic_Basin 10m DJF 0.6250761 +so Atlantic_Basin 10m year 0.6413343 +so Atlantic_Basin 100m MAM 0.50063777 +so Atlantic_Basin 100m JJA 0.4735169 +so Atlantic_Basin 100m SON 0.47357047 +so Atlantic_Basin 100m DJF 0.49035758 +so Atlantic_Basin 100m year 0.4821007 +so Atlantic_Basin 1000m MAM 0.28828382 +so Atlantic_Basin 1000m JJA 0.28864402 +so Atlantic_Basin 1000m SON 0.28952828 +so Atlantic_Basin 1000m DJF 0.28875157 +so Atlantic_Basin 1000m year 0.28870428 +so Pacific_Basin 10m MAM 0.65070754 +so Pacific_Basin 10m JJA 0.6637982 +so Pacific_Basin 10m SON 0.66075206 +so Pacific_Basin 10m DJF 0.65076417 +so Pacific_Basin 10m year 0.65429825 +so Pacific_Basin 100m MAM 0.63675374 +so Pacific_Basin 100m JJA 0.6249716 +so Pacific_Basin 100m SON 0.6329157 +so Pacific_Basin 100m DJF 0.6314974 +so Pacific_Basin 100m year 0.6313081 +so Pacific_Basin 1000m MAM 0.22682682 +so Pacific_Basin 1000m JJA 0.22664835 +so Pacific_Basin 1000m SON 0.22695254 +so Pacific_Basin 1000m DJF 0.22714467 +so Pacific_Basin 1000m year 0.22689307 +so Indian_Basin 10m MAM 1.0322908 +so Indian_Basin 10m JJA 1.0632496 +so Indian_Basin 10m SON 1.0778079 +so Indian_Basin 10m DJF 1.0448382 +so Indian_Basin 10m year 1.0538881 +so Indian_Basin 100m MAM 0.88933355 +so Indian_Basin 100m JJA 0.87783515 +so Indian_Basin 100m SON 0.86897004 +so Indian_Basin 100m DJF 0.8768244 +so Indian_Basin 100m year 0.8781223 +so Indian_Basin 1000m MAM 0.2943761 +so Indian_Basin 1000m JJA 0.2975416 +so Indian_Basin 1000m SON 0.2973915 +so Indian_Basin 1000m DJF 0.29794267 +so Indian_Basin 1000m year 0.29681304 +so Arctic_Basin 10m MAM 1.140152 +so Arctic_Basin 10m JJA 1.3175559 +so Arctic_Basin 10m SON 1.1895422 +so Arctic_Basin 10m DJF 1.259809 +so Arctic_Basin 10m year 1.152915 +so Arctic_Basin 100m MAM 0.70782113 +so Arctic_Basin 100m JJA 0.7109969 +so Arctic_Basin 100m SON 0.7576541 +so Arctic_Basin 100m DJF 0.6812577 +so Arctic_Basin 100m year 0.7125312 +so Arctic_Basin 1000m MAM 0.04710565 +so Arctic_Basin 1000m JJA 0.052957818 +so Arctic_Basin 1000m SON 0.053160988 +so Arctic_Basin 1000m DJF 0.043580137 +so Arctic_Basin 1000m year 0.049198516 +so Southern_Ocean_Basin 10m MAM 0.477376 +so Southern_Ocean_Basin 10m JJA 0.41143796 +so Southern_Ocean_Basin 10m SON 0.3841293 +so Southern_Ocean_Basin 10m DJF 0.46599573 +so Southern_Ocean_Basin 10m year 0.4277123 +so Southern_Ocean_Basin 100m MAM 0.36869574 +so Southern_Ocean_Basin 100m JJA 0.40682888 +so Southern_Ocean_Basin 100m SON 0.42211914 +so Southern_Ocean_Basin 100m DJF 0.39724967 +so Southern_Ocean_Basin 100m year 0.3970399 +so Southern_Ocean_Basin 1000m MAM 0.14751275 +so Southern_Ocean_Basin 1000m JJA 0.14759 +so Southern_Ocean_Basin 1000m SON 0.14735784 +so Southern_Ocean_Basin 1000m DJF 0.14737864 +so Southern_Ocean_Basin 1000m year 0.14737304 +so Mediterranean_Basin 10m MAM 3.0758333 +so Mediterranean_Basin 10m JJA 2.9636185 +so Mediterranean_Basin 10m SON 2.9807146 +so Mediterranean_Basin 10m DJF 3.161412 +so Mediterranean_Basin 10m year 3.0453942 +so Mediterranean_Basin 100m MAM 3.4083297 +so Mediterranean_Basin 100m JJA 3.4337492 +so Mediterranean_Basin 100m SON 3.4385965 +so Mediterranean_Basin 100m DJF 3.430067 +so Mediterranean_Basin 100m year 3.427686 +so Mediterranean_Basin 1000m MAM 4.19518 +so Mediterranean_Basin 1000m JJA 4.1869197 +so Mediterranean_Basin 1000m SON 4.195909 +so Mediterranean_Basin 1000m DJF 4.2021937 +so Mediterranean_Basin 1000m year 4.1950507 +so Asia 10m MAM 11.974904 +so Asia 10m JJA 12.373412 +so Asia 10m SON 11.966478 +so Asia 10m DJF 11.728924 +so Asia 10m year 12.010929 +so Asia 100m MAM 0.8310394 +so Asia 100m JJA 0.895483 +so Asia 100m SON 0.86138916 +so Asia 100m DJF 0.7954445 +so Asia 100m year 0.84583855 +so Asia 1000m MAM nan +so Asia 1000m JJA nan +so Asia 1000m SON nan +so Asia 1000m DJF nan +so Asia 1000m year nan +so North_America 10m MAM 1.8948901 +so North_America 10m JJA 1.930738 +so North_America 10m SON 2.020739 +so North_America 10m DJF 2.1197574 +so North_America 10m year 1.9915318 +so North_America 100m MAM 0.39414597 +so North_America 100m JJA 0.35576376 +so North_America 100m SON 0.399161 +so North_America 100m DJF 0.37253317 +so North_America 100m year 0.3804016 +so North_America 1000m MAM nan +so North_America 1000m JJA nan +so North_America 1000m SON nan +so North_America 1000m DJF nan +so North_America 1000m year nan +so Europe 10m MAM 11.605296 +so Europe 10m JJA 12.397526 +so Europe 10m SON 12.278468 +so Europe 10m DJF 11.586784 +so Europe 10m year 11.967018 +so Europe 100m MAM 3.2748241 +so Europe 100m JJA 3.2469826 +so Europe 100m SON 3.1832237 +so Europe 100m DJF 3.2939224 +so Europe 100m year 3.2497387 +so Europe 1000m MAM nan +so Europe 1000m JJA nan +so Europe 1000m SON nan +so Europe 1000m DJF nan +so Europe 1000m year nan +so Africa 10m MAM nan +so Africa 10m JJA nan +so Africa 10m SON nan +so Africa 10m DJF nan +so Africa 10m year nan +so Africa 100m MAM nan +so Africa 100m JJA nan +so Africa 100m SON nan +so Africa 100m DJF nan +so Africa 100m year nan +so Africa 1000m MAM nan +so Africa 1000m JJA nan +so Africa 1000m SON nan +so Africa 1000m DJF nan +so Africa 1000m year nan +so South_America 10m MAM 0.6998253 +so South_America 10m JJA 0.7308445 +so South_America 10m SON 0.54286957 +so South_America 10m DJF 0.30760765 +so South_America 10m year 0.5702877 +so South_America 100m MAM nan +so South_America 100m JJA nan +so South_America 100m SON nan +so South_America 100m DJF nan +so South_America 100m year nan +so South_America 1000m MAM nan +so South_America 1000m JJA nan +so South_America 1000m SON nan +so South_America 1000m DJF nan +so South_America 1000m year nan +so Oceania 10m MAM nan +so Oceania 10m JJA nan +so Oceania 10m SON nan +so Oceania 10m DJF nan +so Oceania 10m year nan +so Oceania 100m MAM nan +so Oceania 100m JJA nan +so Oceania 100m SON nan +so Oceania 100m DJF nan +so Oceania 100m year nan +so Oceania 1000m MAM nan +so Oceania 1000m JJA nan +so Oceania 1000m SON nan +so Oceania 1000m DJF nan +so Oceania 1000m year nan +so Australia 10m MAM 0.9775162 +so Australia 10m JJA 0.98015785 +so Australia 10m SON 1.0335407 +so Australia 10m DJF 1.0108776 +so Australia 10m year 1.0005245 +so Australia 100m MAM nan +so Australia 100m JJA nan +so Australia 100m SON nan +so Australia 100m DJF nan +so Australia 100m year nan +so Australia 1000m MAM nan +so Australia 1000m JJA nan +so Australia 1000m SON nan +so Australia 1000m DJF nan +so Australia 1000m year nan +so Antarctica 10m MAM 0.6684189 +so Antarctica 10m JJA 0.41704178 +so Antarctica 10m SON 0.46017456 +so Antarctica 10m DJF 0.8572731 +so Antarctica 10m year 0.6007309 +so Antarctica 100m MAM 0.13840103 +so Antarctica 100m JJA 0.065452576 +so Antarctica 100m SON 0.009468079 +so Antarctica 100m DJF 0.0054244995 +so Antarctica 100m year 0.04724121 +so Antarctica 1000m MAM nan +so Antarctica 1000m JJA nan +so Antarctica 1000m SON nan +so Antarctica 1000m DJF nan +so Antarctica 1000m year nan so glob 10m MAM 0.72760576 so glob 10m JJA 0.7552309 so glob 10m SON 0.72987515 so glob 10m DJF 0.7438241 +so glob 10m year 0.7257652 so glob 100m MAM 0.5827176 so glob 100m JJA 0.58443606 so glob 100m SON 0.5951525 so glob 100m DJF 0.58338 +so glob 100m year 0.5852391 so glob 1000m MAM 0.21667275 so glob 1000m JJA 0.21750584 so glob 1000m SON 0.21769698 so glob 1000m DJF 0.2169225 -so arctic 10m MAM 1.0720582 +so glob 1000m year 0.21715756 +so arctic 10m MAM 1.0720583 so arctic 10m JJA 1.2593298 -so arctic 10m SON 1.1492199 +so arctic 10m SON 1.14922 so arctic 10m DJF 1.191904 +so arctic 10m year 1.1058495 so arctic 100m MAM 0.63410634 -so arctic 100m JJA 0.6331304 -so arctic 100m SON 0.66985345 +so arctic 100m JJA 0.63313043 +so arctic 100m SON 0.6698534 so arctic 100m DJF 0.6112625 +so arctic 100m year 0.63415843 so arctic 1000m MAM 0.069493294 so arctic 1000m JJA 0.0751164 so arctic 1000m SON 0.07565179 so arctic 1000m DJF 0.06630641 -so northmid 10m MAM 1.0043366 +so arctic 1000m year 0.07163966 +so northmid 10m MAM 1.0043365 so northmid 10m JJA 1.0666814 so northmid 10m SON 1.0314342 so northmid 10m DJF 1.0053643 +so northmid 10m year 1.0248265 so northmid 100m MAM 0.7002107 so northmid 100m JJA 0.6893852 -so northmid 100m SON 0.6867185 +so northmid 100m SON 0.6867186 so northmid 100m DJF 0.7082777 +so northmid 100m year 0.6952947 so northmid 1000m MAM 0.34824276 so northmid 1000m JJA 0.34846812 -so northmid 1000m SON 0.34925577 +so northmid 1000m SON 0.34925574 so northmid 1000m DJF 0.34813407 -so tropics 10m MAM 0.7042069 -so tropics 10m JJA 0.7245047 +so northmid 1000m year 0.34847277 +so tropics 10m MAM 0.70420694 +so tropics 10m JJA 0.72450465 so tropics 10m SON 0.7293263 so tropics 10m DJF 0.70553255 +so tropics 10m year 0.7107423 so tropics 100m MAM 0.6537571 so tropics 100m JJA 0.64136684 so tropics 100m SON 0.64374083 so tropics 100m DJF 0.6432012 +so tropics 100m year 0.64498115 so tropics 1000m MAM 0.26685774 so tropics 1000m JJA 0.26741326 so tropics 1000m SON 0.26762554 so tropics 1000m DJF 0.26793754 -so innertropics 10m MAM 0.76740056 +so tropics 1000m year 0.2674585 +so innertropics 10m MAM 0.7674006 so innertropics 10m JJA 0.8025329 so innertropics 10m SON 0.7892079 so innertropics 10m DJF 0.7671745 +so innertropics 10m year 0.77420264 so innertropics 100m MAM 0.69454616 so innertropics 100m JJA 0.6863735 so innertropics 100m SON 0.6863689 so innertropics 100m DJF 0.6791778 +so innertropics 100m year 0.6862865 so innertropics 1000m MAM 0.26009473 so innertropics 1000m JJA 0.26046255 so innertropics 1000m SON 0.2600471 so innertropics 1000m DJF 0.26023385 +so innertropics 1000m year 0.2602095 so nino34 10m MAM 0.5289174 so nino34 10m JJA 0.5701682 so nino34 10m SON 0.5221317 so nino34 10m DJF 0.54376066 +so nino34 10m year 0.54124445 so nino34 100m MAM 0.5993203 so nino34 100m JJA 0.60348195 so nino34 100m SON 0.6480152 so nino34 100m DJF 0.62731653 +so nino34 100m year 0.6195333 so nino34 1000m MAM 0.2296011 so nino34 1000m JJA 0.23218432 so nino34 1000m SON 0.22825922 so nino34 1000m DJF 0.22945772 +so nino34 1000m year 0.22987562 so southmid 10m MAM 0.52649385 so southmid 10m JJA 0.5363618 so southmid 10m SON 0.5310765 so southmid 10m DJF 0.5198341 +so southmid 10m year 0.52751166 so southmid 100m MAM 0.52886295 so southmid 100m JJA 0.5413532 so southmid 100m SON 0.5483771 so southmid 100m DJF 0.54045093 +so southmid 100m year 0.53956354 so southmid 1000m MAM 0.15890476 so southmid 1000m JJA 0.15909351 so southmid 1000m SON 0.15798332 so southmid 1000m DJF 0.15798528 +so southmid 1000m year 0.15836121 so antarctic 10m MAM 0.49182907 so antarctic 10m JJA 0.29289594 so antarctic 10m SON 0.2329762 so antarctic 10m DJF 0.48284793 +so antarctic 10m year 0.3543772 so antarctic 100m MAM 0.22398931 so antarctic 100m JJA 0.2662367 so antarctic 100m SON 0.30147797 so antarctic 100m DJF 0.26229393 +so antarctic 100m year 0.25889903 so antarctic 1000m MAM 0.16303013 so antarctic 1000m JJA 0.16321728 so antarctic 1000m SON 0.16481735 so antarctic 1000m DJF 0.16594905 +so antarctic 1000m year 0.16425356 diff --git a/example.py b/example.py index 8427d46..7c62884 100644 --- a/example.py +++ b/example.py @@ -11,6 +11,9 @@ climate_model(name='AWI-CM-1-1-MR',variables=[ tas, clt, pr, rlut, uas, vas, ua, zg, zos, tos, mlotst, thetao, so]), climate_model(name='EC-Earth3', variables=[siconc, tas, clt, pr, rlut, uas, vas, ua, zg, zos, tos, mlotst, thetao, so]), ] +obs = [siconc, tas, clt, pr, rlut, uas, vas, ua, zg, zos, tos, mlotst, thetao, so] +seasons=['MAM', 'JJA', 'SON', 'DJF'] + +cmpitool(model_path, models, obs=obs, seasons=seasons, verbose=True, biasmaps=False, use_for_eval=False, complexity='boxes') -cmpitool(model_path, models, verbose=True, biasmaps=True) diff --git a/obs/clt_MODIS_surface_year.nc b/obs/clt_MODIS_surface_year.nc new file mode 100644 index 0000000000000000000000000000000000000000..ba15b03d6611c8582663a681f2ac8a8f0d47e405 GIT binary patch literal 68888 zcmeFZcXU6z=l9VNJ2=@ zNv}lE0HO#Y=++;Ih=M38HV_N#baP8ri|PT0WMy@+rp64Ele$GS!1&@o8V5egB(J`%WJ-GZ6F7`v2q?1mH+z}L-)@L4xBnVaOUWd<%YO>tsGDP_OCj7>V)75G~C5moza2w{R3zD zH?|s2X*{}lnZ$kN0 z<$Wp* zBgX{JDi5&#MaH*i;2$zpjpkAU<;s)q#$maP<$C<@WUN8|e?|PCR4aqC^49WPQvR>P*6?yU%ga?f(<;nWj){NmTs1f_ 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index 0000000..4d6a1bf --- /dev/null +++ b/preprocessing_examples/cmip6_subscripts/add_yearly.sh @@ -0,0 +1,17 @@ +workfolder=${1:-/work/ab0246/a270092/postprocessing/cmip6_cmpitool/} +model=${2:-CESM2} + +seasonarray=('MAM' 'JJA' 'SON' 'DJF') +vararray=("siconc" "clt" "rlut" "tas" "zg" "ua" "pr" "uas" "vas" "so" "thetao" "mlotst" "tos" "zos") +deptharray=("surface" "10m" "100m" "1000m" "4000m" "300hPa" "500hPa") + +echo "==============================" +for var in ${vararray[*]}; do + echo "===============" + echo "Working on $var" + echo "===============" + for depth in ${deptharray[*]}; do + cdo ensmean $workfolder/${var}_${model}_198912-201411_${depth}_MAM.nc $workfolder/${var}_${model}_198912-201411_${depth}_JJA.nc $workfolder/${var}_${model}_198912-201411_${depth}_SON.nc $workfolder/${var}_${model}_198912-201411_${depth}_DJF.nc $workfolder/${var}_${model}_198912-201411_${depth}_year.nc & + done +done +wait diff --git a/preprocessing_examples/structured.sh b/preprocessing_examples/cmip6_subscripts/structured.sh similarity index 100% rename from preprocessing_examples/structured.sh rename to preprocessing_examples/cmip6_subscripts/structured.sh diff --git a/preprocessing_examples/unstructured_both.sh b/preprocessing_examples/cmip6_subscripts/unstructured_both.sh similarity index 100% rename from preprocessing_examples/unstructured_both.sh rename to preprocessing_examples/cmip6_subscripts/unstructured_both.sh diff --git a/preprocessing_examples/unstructured_oce.sh b/preprocessing_examples/cmip6_subscripts/unstructured_oce.sh similarity index 100% rename from preprocessing_examples/unstructured_oce.sh rename to preprocessing_examples/cmip6_subscripts/unstructured_oce.sh diff --git a/preprocessing_examples/preprocess_CMIP6.sh b/preprocessing_examples/preprocess_CMIP6.sh index b4c8397..66334b7 100755 --- a/preprocessing_examples/preprocess_CMIP6.sh +++ b/preprocessing_examples/preprocess_CMIP6.sh @@ -155,17 +155,19 @@ oce_gridfile_path[TaiESM1]= # We call slightly different script for unstructured model components than for structed ones for c in "${!basedir[@]}"; do printf "Model: $c; Base dir: ${basedir[$c]}; Unit of ocean levels: ${unit_level_oce[$c]}\n" - if [ -z ${atm_gridfile_path[$c]} ]; then + '''if [ -z ${atm_gridfile_path[$c]} ]; then if [ -z ${oce_gridfile_path[$c]} ]; then echo "using script for structured atm & oce grids\n" - bash structured.sh $workfolder ${basedir[$c]} $c $cleanup ${unit_level_oce[$c]} + bash cmip6_subscripts/structured.sh $workfolder ${basedir[$c]} $c $cleanup ${unit_level_oce[$c]} else echo "using script for structured atm & unstructured oce grids\n" - bash unstructured_oce.sh $workfolder ${basedir[$c]} $c $cleanup ${unit_level_oce[$c]} ${oce_gridfile_path[$c]} + bash cmip6_subscripts/unstructured_oce.sh $workfolder ${basedir[$c]} $c $cleanup ${unit_level_oce[$c]} ${oce_gridfile_path[$c]} fi else echo "using script for unstructured atm & oce grids\n" - bash unstructured_both.sh $workfolder ${basedir[$c]} $c $cleanup ${unit_level_oce[$c]} ${atm_gridfile_path[$c]} ${oce_gridfile_path[$c]} - fi + bash cmip6_subscripts/unstructured_both.sh $workfolder ${basedir[$c]} $c $cleanup ${unit_level_oce[$c]} ${atm_gridfile_path[$c]} ${oce_gridfile_path[$c]} + fi''' + echo "adding yearly means" + bash cmip6_subscripts/add_yearly.sh $workfolder $c done

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