Evaulation metrics to add

[DamienIrving]

Basics

• mean bias + RMSE/MAE
• histogram/PDF + PSS
• interannual variability
• multi-year variability
• five-year maximum
• percentiles
• change signal
• wet day frequency
• temporal autocorrelation
• climatology bias
• multiannual drought
• P-T cross-correlation
• Seasonal cycle
• 1-in-10-year event

icclim indices (see here and here for options)

• Temperature variability (e.g. WSDI, CSDI)
• Rainfall distribution (e.g. R95pTOT, R99pTOT, R20mm, R10mm)
• Frost days

(Each as a separate notebook in the results/ directory.)

[DamienIrving]

Groupings for presentation...

Climatology

• Annual mean (mean_bias.ipynb) + histogram_pdf_pss.ipynb for annual mean spatial pattern
• Monthly mean (seasonal_cycle.ipynb) + climatology.ipynb for spatial plots for each month

Variability

• Wet day frequency (wet_day_freq.ipynb)
• Drought intensity (drought.ipynb)
• Interannual variability and multi-year variability
• Temporal autocorrelation
• Temperature variability
• Rainfall distribution

Extremes

• Percentiles (percentiles.ipynb)
• 5-year maximum (5year_max_tasmax.ipynb)
• 1-in-10 year event (extreme_event.ipynb)
• Frost days

Trends

• change_signal.ipynb

Link between variables

• Cross correlation between temperature and precipitation (PT_cross_corr.ipynb)