diff --git a/.binder/environment.yml b/.binder/environment.yml new file mode 100644 index 0000000..41b2cde --- /dev/null +++ b/.binder/environment.yml @@ -0,0 +1,19 @@ +name: hydroroot_dev +channels: + - openalea3/label/dev + - openalea3/label/rc + - openalea3 + - conda-forge +dependencies: + # list here manually conda-only deps (listed in [tool.conda.environment] section of pyproject) + - python + - pip + - openalea.mtg + - openalea.plantgl + - openalea.widgets + - yaml + - openalea.rsml + - matplotlib-base + # let pip install the rest using pyproject.toml (if you are okay with conda/pip mix) + - pip: + - .. \ No newline at end of file diff --git a/README.md b/README.md index 66fc9d6..84960c1 100644 --- a/README.md +++ b/README.md @@ -5,6 +5,7 @@ [![Python Version](https://img.shields.io/badge/python-3.8%20%7C%203.9%20%7C%203.10%20%7C%203.11%20%7C%203.12-blue)](https://www.python.org/downloads/) [![Anaconda-Server Badge](https://anaconda.org/openalea3/openalea.hydroroot/badges/version.svg)](https://anaconda.org/openalea3/openalea.hydroroot) [![License](https://img.shields.io/badge/License--CeCILL-C-blue)](https://www.cecill.info/licences/Licence_CeCILL-C_V1-en.html) +[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openalea/hydroroot/HEAD?urlpath=%2Fdoc%2Ftree%2Fexample%2Fnotebook_list.ipynb) OpenAlea.HydroRoot is a hydraulic root architecture modelling and a root architecture system generator package. @@ -70,7 +71,7 @@ mamba env create -f ./conda/environment.yml #### Usage -See notebook in example directory. +See notebooks in example directory, they are listed [here](example/notebook_list.ipynb) and can be played following [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openalea/hydroroot/HEAD?urlpath=%2Fdoc%2Ftree%2Fexample%2Fnotebook_list.ipynb) ## Documentation diff --git a/environment.yml b/environment.yml new file mode 120000 index 0000000..6cadead --- /dev/null +++ b/environment.yml @@ -0,0 +1 @@ +conda/environment.yml \ No newline at end of file diff --git a/example/adjustment_K_and_k.py b/example/adjustment_K_and_k.py new file mode 100644 index 0000000..47f6744 --- /dev/null +++ b/example/adjustment_K_and_k.py @@ -0,0 +1,543 @@ +""" +Perform direct simulations or parameters adjustment to fit data of cut and flow experiment. +Water transport only, electrical network analogy + +Remark: + - Use input data see below + - Use mainy global variables + +Usage: + %run adjustment_K_and_k.py [-h] [-o OUTPUTFILE] [-op] inputfile + positional arguments: + inputfile yaml input file + optional arguments: + -h, --help show this help message and exit + -o OUTPUTFILE, --outputfile OUTPUTFILE + output csv file + -op, --optimize optimize K and k + +Inputs: + - yaml file given in command line argument + - data/cnf_data.csv: may be changed see begining of main, csv file containing data of cut and flow data of with + the following columns: + - arch: sample name, the string must be contained in the 'input_file' name given in the yaml file + - dP_Mpa: column with the working cut and flow pressure (in relative to the base) if constant, may be empty see below + - J0, J1, ..., Jn: columns that start with 'J' containing the flux values, 1st the for the full root, then 1st cut, 2d cut, etc. + - lcut1, ...., lcutn: columns starting with 'lcut' containing the maximum length to the base after each cut, 1st cut, 2d cut, etc. (not the for full root) + - dP0, dP1,.., dPn: column starting with 'dP' containing the working pressure (in relative to the base) of each steps (if not constant): full root, 1st cut, 2d cut, etc. + +Remark: at this stage 2022-07-29, this script is used for arabidopsis and for experiment done at a constant working pressure + given in the yaml file, unlike adjustment_K_k_Js_Ps.py where the script has been used with CnF experiment where + pressure may change with cut steps + +Outputs: + - console: + - CnF: plant name, max length (m), k (10-8 m/s/MPa), total length (m), surface (m2), Jv (microL/s) + - matplotlib: + - 2 plots: + - Jv(l) cnf): Jv exp dot, Jv sim line + - K(x): K 1st, K adjusted (displayed if adjustment asked) + + - outputfile (csv): + - column names: 'plant', 'cut length (m)', 'primary_length (m)', 'k (10-8 m/s/MPa)', '_length (m)', + 'surface (m2)', 'Jv (uL/s)', 'Jexp (uL/s)' + - if Flag_Optim add the following: 'x', 'K 1st', 'K optimized' + the initial and adjusted K(x) + +""" + +import numpy as np +import glob +import argparse +import time +import copy +import pandas as pd +import matplotlib.pyplot as plt +# import k3d +from scipy import optimize + +from openalea.plantgl.all import * +from openalea.mtg import * +from oawidgets.plantgl import PlantGL + +from openalea.hydroroot import flux, conductance, radius +from openalea.hydroroot.main import hydroroot_flow, root_builder +from openalea.hydroroot.init_parameter import Parameters +from openalea.hydroroot.read_file import read_archi_data +from openalea.hydroroot.display import mtg_scene +from ipywidgets import interact, fixed + +from openalea.plantgl.algo.view import view + + +results = {} +g = None +Jv_global = 1.0 +g_cut = {} +tip_id = {} +cut_n_flow_length = [] + +start_time = time.time() + +parameter = Parameters() + +################################################ +# get the model parameters, the length laws are +# calculated from the files given in the yaml file +############################################### + +parser = argparse.ArgumentParser() +parser.add_argument("inputfile", help="yaml input file") +parser.add_argument("-o", "--outputfile", help="output csv file") +parser.add_argument("-op", "--optimize", help="optimize K and k", action="store_true") +# parser.add_argument("-v", "--verbose", help="display convergence", action="store_true") +args = parser.parse_args() +filename = args.inputfile +output = args.outputfile +if output is None: output = "out.csv" +Flag_Optim = args.optimize +if Flag_Optim is None: Flag_Optim = False +# Flag_verbose = args.verbose +# if Flag_verbose is None: Flag_verbose = False +parameter.read_file(filename) + + +def plot_architecture(): + + def my_view(cut: str = 'tot', prop: str = 'j', imgsize: tuple = (800, 800), perspective: bool = True, + zoom: float = 1, + azimuth: float = 0, elevation: float = 0, line_width = 1.0): + list_prop = {'radial flux': 'j', 'xylem pressure': 'psi_in', 'axial K': 'K', 'axial flux': 'J_out'} + + g = g_cut[cut].copy() + + keys = list(g.property('radius').keys()) + radius = np.array(list(g.property('radius').values())) + new_radius = radius * line_width + g.properties()['radius'] = dict(list(zip(keys, new_radius))) + + s = mtg_scene(g, prop_cmap = list_prop[prop], has_radius = True) + return view(scene = s, imgsize = imgsize, perspective = perspective, zoom = zoom, azimuth = azimuth, elevation = elevation) + + _list = ['tot'] + for i in cut_n_flow_length: + _list.append(str(i)) + + interact(my_view, cut = _list, prop = ['radial flux', 'xylem pressure', 'axial K', 'axial flux'], + imgsize = fixed((800, 800)), + perspective = False, zoom = (0.01, 1), azimuth = (-180, 180), elevation = (-90, 90), line_width = (1, 5)) + + +def plot_3D(): + def my_view(cut: str = 'tot', prop: str = 'j', line_width = 1.0): + list_prop = {'radial flux': 'j', 'xylem pressure': 'psi_in', 'axial K': 'K', 'axial flux': 'J_out'} + + g = g_cut[cut].copy() + + keys = list(g.property('radius').keys()) + radius = np.array(list(g.property('radius').values())) + new_radius = radius * line_width + g.properties()['radius'] = dict(list(zip(keys, new_radius))) + + s = mtg_scene(g, prop_cmap = list_prop[prop], has_radius = True) + + return PlantGL(s) + + _list = ['tot'] + for i in cut_n_flow_length: + _list.append(str(i)) + + interact(my_view, cut = _list, prop = ['radial flux', 'xylem pressure', 'axial K', 'axial flux'], + line_width = (1, 5)) + +def hydro_calculation(g, axfold = 1., radfold = 1., axial_data = None, k_radial = None, psi_base = 0.1, psi_e = 0.1): + if axial_data is None: axial_data = parameter.hydro['axial_conductance_data'] + if k_radial is None: k_radial = parameter.hydro['k0'] + # compute axial & radial + Kexp_axial_data = conductance.axial(axial_data, axfold) + k_radial_data = conductance.radial(k_radial, axial_data, radfold) + # k_radial_data = conductance.radial_step(k_radial,3.0,x_step = 0.01, dx = parameter.archi['segment_length'], scale = radfold) + + # compute local jv and psi, global Jv, Keq + g, Keq, Jv = hydroroot_flow(g, segment_length = parameter.archi['segment_length'], + k0 = k_radial, + Jv = _Jv[0], + psi_e = psi_e, + psi_base = psi_base, + axial_conductivity_data = Kexp_axial_data, + radial_conductivity_data = k_radial_data) + + return g, Keq, Jv + +def fun1(x): + """ + Simulation of the flux at the different cut lengths according to the new parameter value + + Implementation 1: only axfold (Kx factor) and radfold (k radial factor) are changed + + :param x: the array of adjusted parameters + :return: F the sum((Jv - Jv_exp) ** 2.0) + """ + axfold = x[0] + radfold = x[-1] + + g_cut['tot'], Keq, Jv = hydro_calculation(g_cut['tot'], radfold = radfold, axfold = axfold, psi_base = psi_base, + psi_e = psi_base + DP_cnf[0]) + F = (Jv - _Jv[0]) ** 2.0 + count = 1 + for cut_length in cut_n_flow_length: + # g_cut[str(cut_length)] = g_cut[str(cut_length)].copy() + + for vid in g_cut[str(cut_length)].vertices_iter(g_cut['tot'].max_scale()): + g_cut[str(cut_length)].property('K')[vid] = g_cut['tot'].property('K')[vid] + g_cut[str(cut_length)].property('k')[vid] = g_cut['tot'].property('k')[vid] + + for i in tip_id[str(cut_length)]: + v = g_cut['tot'].parent(i) + g_cut[str(cut_length)].property('k')[v] = g_cut[str(cut_length)].property('K')[v] + + g_cut[str(cut_length)] = flux.flux(g_cut[str(cut_length)], Jv = _Jv[count], psi_e = psi_base + DP_cnf[count], psi_base = psi_base, + invert_model = True, cut_and_flow = True) + Jv = g_cut[str(cut_length)].property('J_out')[1] + F += (Jv - _Jv[count]) ** 2.0 + + count += 1 + + return F + +def fun2(x): + """ + Simulation of the flux at the different cut lengths according to the new parameter value + + Implementation 2: only axial_data is changed + + :param x: the array of adjusted parameters + :return: F the sum((Jv - Jv_exp) ** 2.0) + """ + # k0 = parameter.hydro['k0'] + + axial_data = copy.deepcopy(parameter.hydro['axial_conductance_data']) + axial_data[1] = list(x) + + g_cut['tot'], Keq, Jv = hydro_calculation(g_cut['tot'], k_radial = k0 ,axial_data = axial_data, psi_base = psi_base, + psi_e = psi_base + DP_cnf[0]) + F = (Jv - _Jv[0])**2.0 + + count = 1 + for cut_length in cut_n_flow_length: + # g_cut[str(cut_length)] = g_cut[str(cut_length)].copy() + + for vid in g_cut[str(cut_length)].vertices_iter(g_cut['tot'].max_scale()): + g_cut[str(cut_length)].property('K')[vid] = g_cut['tot'].property('K')[vid] + g_cut[str(cut_length)].property('k')[vid] = g_cut['tot'].property('k')[vid] + + for i in tip_id[str(cut_length)]: + v = g_cut['tot'].parent(i) + g_cut[str(cut_length)].property('k')[v] = g_cut[str(cut_length)].property('K')[v] + + g_cut[str(cut_length)] = flux.flux(g_cut[str(cut_length)], Jv = _Jv[count], psi_e = psi_base + DP_cnf[count], psi_base = psi_base, + invert_model = True, cut_and_flow = True) + Jv = g_cut[str(cut_length)].property('J_out')[1] + F += (Jv - _Jv[count])**2.0 + + count += 1 + + return F + +def fun3(x): + """ + Simulation of the flux at the different cut lengths according to the new parameter value + + Implementation 3: only k is changed + + :param x: the array of adjusted parameters + :return: F the sum((Jv - Jv_exp) ** 2.0) + """ + + g_cut['tot'] = conductance.compute_k(g_cut['tot'] , k0 = x[0]) + + g_cut['tot'] = flux.flux(g_cut['tot'], Jv = _Jv[0], psi_e = psi_base + DP_cnf[0], psi_base = psi_base, + invert_model = True) + Jv = g_cut['tot'].property('J_out')[1] + F = (Jv - _Jv[0]) ** 2.0 + + count = 1 + for cut_length in cut_n_flow_length: + # g_cut[str(cut_length)] = g_cut[str(cut_length)].copy() + + for vid in g_cut[str(cut_length)].vertices_iter(g_cut['tot'].max_scale()): + g_cut[str(cut_length)].property('K')[vid] = g_cut['tot'].property('K')[vid] + g_cut[str(cut_length)].property('k')[vid] = g_cut['tot'].property('k')[vid] + + for i in tip_id[str(cut_length)]: + v = g_cut['tot'].parent(i) + g_cut[str(cut_length)].property('k')[v] = g_cut[str(cut_length)].property('K')[v] + + g_cut[str(cut_length)] = flux.flux(g_cut[str(cut_length)], Jv = _Jv[count], psi_e = psi_base + DP_cnf[count], psi_base = psi_base, + invert_model = True, cut_and_flow = True) + Jv = g_cut[str(cut_length)].property('J_out')[1] + F += (Jv - _Jv[count]) ** 2.0 + + count += 1 + + return F + +if __name__ == '__main__': + + + dK_constraint = -3.e-2 # dK/dx >= dK_constraint # arabidopsis paper Boursiac2022 + _tol = 1.0e-9 + + filename = [] + for f in parameter.archi['input_file']: + filename = filename + (glob.glob(parameter.archi['input_dir'] + f)) + + fn = 'data/maize_cnf_data.csv' + df_exp = pd.read_csv(fn, sep = ',', keep_default_na = True) + + # predict the number of simulation run + nb_steps = len(filename) + print('Simulation runs: ', nb_steps) + print('#############################') + + + psi_e = parameter.exp['psi_e'] + psi_base = parameter.exp['psi_base'] + + columns = ['plant', 'cut length (m)', 'primary_length (m)', 'k (10-9 m/s/MPa)', '_length (m)', 'surface (m2)', 'Jv (uL/s)', 'Jexp (uL/s)'] + + results = {} + for key in columns: + results[key] = [] + + for f in filename: + df = read_archi_data(f) if parameter.archi['read_architecture'] else None + index = f.replace(glob.glob(parameter.archi['input_dir'])[0],"") + + # read the data measurements from data base + for key in df_exp['arch']: + if str(key).lower() in index.lower(): + _list = df_exp[df_exp.arch == key].filter(regex = '^J').dropna(axis = 1).values.tolist() + # parameter.exp['Jv'] = _list[0][0] # basal output flux full root (uncut) + # _Jv = _list[0][1:] # basal output flux cut root + _Jv = _list[0] + _list = df_exp[df_exp.arch == key].filter(regex = '^lcut').dropna(axis = 1).values.tolist() + cut_n_flow_length = _list[0] # cut lengthes + _list = df_exp[df_exp.arch == key].filter(regex = '^dP').dropna(axis = 1).values.tolist() + # the pressure difference is usually constant but sometimes, due to flow meter saturation, it may change + # in that case a list of values is given + if len(_list[0]) != 0: + DP_cnf = _list[0] + if len(DP_cnf) < len(cut_n_flow_length)+1: # if constant we create the list with the constant value + for i in range(1, len(cut_n_flow_length) + 1): DP_cnf.append(_list[0][0]) + + axfold = parameter.output['axfold'][0] + radfold = parameter.output['radfold'][0] + + g_cut['tot'], primary_length, _length, surface, seed = root_builder(df = df, segment_length = parameter.archi['segment_length'], + order_decrease_factor = parameter.archi['order_decrease_factor'], ref_radius = parameter.archi['ref_radius']) + + g_cut['tot'], Keq, Jv = hydro_calculation(g_cut['tot'], psi_base = psi_base, psi_e = psi_base + DP_cnf[0]) + + ############################################################### + #### WARNING : the mtg property 'position' must stay unchanged + #### because the axial conductivity is placed according to it + ############################################################### + + for cut_length in cut_n_flow_length: + tip_id[str(cut_length)] = \ + flux.segments_at_length(g_cut['tot'], cut_length, dl = parameter.archi['segment_length']) + g_cut[str(cut_length)] = \ + flux.cut_and_set_conductance(g_cut['tot'], cut_length, parameter.archi['segment_length']) + # g_cut[str(cut_length)], surface = radius.compute_surface(g_cut[str(cut_length)]) + + axial_data = list(conductance.axial(parameter.hydro['axial_conductance_data'], axfold)) + + + ############################################################################################### + ## First adjustment: axfold, arfold that are coefficient factor of the radial conductivity k and + ## and axial conductance K + ############################################################################################### + if Flag_Optim: + optim_k0 = True + optim_K = True + x = [] + if optim_K: x.append(axfold) + if optim_k0: x.append(radfold) + + bnds = [] + if optim_K: bnds.append((1.0e-20, np.inf)) + if optim_k0: bnds.append((1.0e-20, np.inf)) + res = optimize.minimize(fun1, x, bounds = bnds, options = {'ftol': _tol}) + radfold = res.x[-1] # always the last one even if the only one + axfold = res.x[0] + + print("finished minimize ax, ar", res.x) + print("**********************************") + + ## update the conductivities according to the first adjustment + axial_data = list(conductance.axial(parameter.hydro['axial_conductance_data'], axfold)) + k0 = parameter.hydro['k0'] *radfold + + ############################################################################################### + ## 2d adjustment: + ## -1 axial data adjusted + ## -2 radial conductivit adjusted + ## - 1 and 2 repeated until the k0 variation is below 0.1 + ############################################################################################### + + optim_k0 = False + optim_K = True + x = [] + x = axial_data[1] #copy.deepcopy(parameter.hydro['axial_conductance_data'][1]) + + bnds = [] + n = len(x) + for i, val in enumerate(x): + bnds.append((1.0e-20, 1.0)) + # linear constraints lb <= A.dot(x) <= ub + A = np.zeros((n, n)) + lb = np.full(n, -np.inf) + ub = np.full(n, np.inf) + l = parameter.hydro['axial_conductance_data'][0] + a = dK_constraint # constraint on the 1st derivative + if not optim_k0: + ni = n - 1 + else: + ni = n - 2 + for i in range(ni): # downward derivative + A[i, i] = -1. + A[i, i + 1] = 1. + lb[i] = a * (l[i+1]-l[i]) + + i = ni + A[i, i-1] = -1. + A[i, i] = 1. + lb[i] = a * (l[i]-l[i-1]) + + # k0 = parameter.hydro['k0'] + k0_old = k0 # count = 0 + + F_old = (Jv - _Jv[0])**2.0 + + eps = 1e-9 + F = 1. + if not Flag_Optim: + k0_old2 = k0 + else: + k0_old2 = k0 + 10 + while abs(k0-k0_old2) > 1.0e-1: + k0_old2 = k0 + # parameter.hydro['k0'] = k0 + + ## -1 axial data adjusted + ######################### + constraints = optimize.LinearConstraint(A, lb, ub) + res = optimize.minimize(fun2, x, bounds = bnds, constraints = constraints, options={'ftol': _tol}) + + dKx = sum((x-res.x)**2.0) + axial_data[1] = list(res.x) + x = copy.deepcopy(res.x) + + # print("finished minimize Kx", res.x) + + ## -1 radial k adjusted + ####################### + resk0 = optimize.minimize(fun3, k0, method = 'Nelder-Mead') + + print('Simu, ', k0, resk0.fun, resk0.x[0], 'dk0 = ', (k0-resk0.x[0])**2., 'dKx = ', dKx) + + k0 = resk0.x[0] + + print('**********************') + print('optimization finished') + print('**********************') + + # parameter.hydro['k0'] = k0 + + primary_length = g_cut['tot'].property('position')[1] + + g_cut['tot'], Keq, Jv = hydro_calculation(g_cut['tot'], k_radial = k0 ,axial_data = axial_data, psi_base = psi_base, + psi_e = psi_base + DP_cnf[0]) + + results['plant'].append(index) + results['primary_length (m)'].append(primary_length) + results['cut length (m)'].append(0.0) + results['k (10-9 m/s/MPa)'].append(k0) + results['_length (m)'].append(_length) + results['surface (m2)'].append(surface) + results['Jv (uL/s)'].append(Jv) + results['Jexp (uL/s)'].append(_Jv[0]) + + print(index, primary_length, k0, _length, surface, Jv) + + ###################################### + ## Simulations with Kx and k adjusted + ###################################### + count = 1 + for cut_length in cut_n_flow_length: + # g_cut[str(cut_length)] = g_cut[str(cut_length)].copy() + + for vid in g_cut[str(cut_length)].vertices_iter(g_cut['tot'].max_scale()): + g_cut[str(cut_length)].property('K')[vid] = g_cut['tot'].property('K')[vid] + g_cut[str(cut_length)].property('k')[vid] = g_cut['tot'].property('k')[vid] + + for i in tip_id[str(cut_length)]: + v = g_cut['tot'].parent(i) + g_cut[str(cut_length)].property('k')[v] = g_cut[str(cut_length)].property('K')[v] + + g_cut[str(cut_length)] = flux.flux(g_cut[str(cut_length)], psi_e = psi_base + DP_cnf[count], psi_base = psi_base, invert_model = True) + + Jv = g_cut[str(cut_length)].property('J_out')[1] + g_cut[str(cut_length)], surface = radius.compute_surface(g_cut[str(cut_length)]) + _length = g_cut[str(cut_length)].nb_vertices(scale = 1) * parameter.archi['segment_length'] + + primary_length = cut_length + results['plant'].append(index) + results['primary_length (m)'].append(primary_length) + results['cut length (m)'].append(g_cut['tot'].property('position')[1] - primary_length) + results['k (10-9 m/s/MPa)'].append(k0) + results['_length (m)'].append(_length) + results['surface (m2)'].append(surface) + results['Jv (uL/s)'].append(Jv) + results['Jexp (uL/s)'].append(_Jv[count]) + count += 1 + print(index, primary_length, k0, _length, surface, Jv) + + + dresults = pd.DataFrame(results, columns = columns) + + ax = dresults.plot.scatter('cut length (m)', 'Jexp (uL/s)', c = 'black') + dresults.plot.line('cut length (m)', 'Jv (uL/s)', c = 'purple', ax = ax) + + + if Flag_Optim: + optim_results = {} + optim_results['x'] = copy.deepcopy(parameter.hydro['axial_conductance_data'][0]) + optim_results['K 1st'] = copy.deepcopy(parameter.hydro['axial_conductance_data'][1]) + _x = list(res.x) + optim_results['K optimized'] = copy.deepcopy(_x) + + doptim = pd.DataFrame(optim_results, columns = ['x', 'K 1st', 'K optimized']) + df = pd.concat([dresults, doptim], axis = 1) + + ax_K = doptim.plot.line('x', 'K 1st', c = 'black') + doptim.plot.line('x', 'K optimized', c = 'purple', ax = ax_K) + + print('************************************************************') + print('radial k 1st: ', parameter.hydro['k0'], ', k optimized: ', k0) + print('************************************************************') + fig, ax2 = plt.subplots() + f1=ax2.bar(x=['radial k 1st','k optimized'], height = [parameter.hydro['k0'],k0]) + ax2.set_ylabel('radial k (10-9 m/s/MPa)') + else: + df = dresults + + + + plt.show() + + # plot_architecture() + + if output is not None: df.to_csv(output, index = False) + print('running time is ', time.time() - start_time) diff --git a/example/example_archi_from_file.ipynb b/example/example_archi_from_file.ipynb index a436306..e055ce8 100644 --- a/example/example_archi_from_file.ipynb +++ b/example/example_archi_from_file.ipynb @@ -162,6 +162,12 @@ "print('equivalent root conductance (microL/s/MPa): ',keq, 'sap flux (microL/s): ', jv)" ] }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## Plots", + "id": "3a9444502e4219d6" + }, { "cell_type": "markdown", "id": "5c1ea725-ff0b-4b6c-ac48-b8dccfcf90d2", @@ -330,9 +336,11 @@ "source": [ "## PlantGl viewer\n", "\n", - "hydroroot has also a function using the standalone plantgl viewer allowing to specify the mtg property.\n", + "This is only working on local machine.\n", + "\n", + "HydroRoot has also a function using the standalone Plantgl viewer allowing to specify the mtg property.\n", "\n", - "The following will open a standalone window with a 3D representation of the root" + "The following will open a standalone window with a 3D representation of the root." ] }, { diff --git a/example/example_archi_from_rsml.ipynb b/example/example_archi_from_rsml.ipynb index 1eafd39..6772961 100644 --- a/example/example_archi_from_rsml.ipynb +++ b/example/example_archi_from_rsml.ipynb @@ -25,8 +25,8 @@ "id": "0c1cd238-190a-4305-9798-1eaa9d712a09", "metadata": { "ExecuteTime": { - "end_time": "2025-10-08T12:24:29.692608Z", - "start_time": "2025-10-08T12:24:29.687678Z" + "end_time": "2025-10-28T13:51:33.835232Z", + "start_time": "2025-10-28T13:51:32.658271Z" } }, "source": [ @@ -38,29 +38,44 @@ "from openalea.hydroroot.display import mtg_scene\n", "from openalea.hydroroot.hydro_io import import_rsml_to_discrete_mtg, export_mtg_to_rsml" ], - "outputs": [], - "execution_count": 21 + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/bauget/Documents/Dev/hydroroot/src/openalea/hydroroot/main.py:99: SyntaxWarning: invalid escape sequence '\\ '\n", + " :param k0: (float) - not used radial conductivity in :math:`10^{-9}\\ m.s^{-1}.MPa^{-1}` (Default value = 300) #TODO not used delete it\n", + "/home/bauget/Documents/Dev/hydroroot/src/openalea/hydroroot/conductance.py:159: SyntaxWarning: invalid escape sequence '\\ '\n", + " \"\"\"Compute the radial conductance k (:math:`10^{-9}\\ m.s^{-1}.MPa^{-1}`) of each vertex of the MTG.\n" + ] + } + ], + "execution_count": 1 }, { + "metadata": {}, "cell_type": "markdown", - "id": "80cad1e8-b75d-4e80-bb81-50784fb6f9e8", + "source": "## Read RSML", + "id": "7e510298c50f7939" + }, + { "metadata": {}, - "source": [ - "Read the RSML file and convert it into a *continuous* MTG. This is a MTG where each root (primary and lateral) is represented by one vertex. The geometry of each root is then stored in g_c.property('geometry')." - ] + "cell_type": "markdown", + "source": "Read the RSML file and convert it into a *continuous* MTG. This is a MTG where each root (primary and lateral) is represented by one vertex. The geometry of each root is then stored in g_c.property('geometry').", + "id": "a1e32f2755a1b916" }, { "cell_type": "code", "id": "3216455d-1cc9-43de-8508-4cdb5c03222b", "metadata": { "ExecuteTime": { - "end_time": "2025-10-08T12:24:29.712160Z", - "start_time": "2025-10-08T12:24:29.705067Z" + "end_time": "2025-10-28T13:51:33.868348Z", + "start_time": "2025-10-28T13:51:33.864276Z" } }, "source": "g_c = rsml.rsml2mtg('data/arabidopsis-simple.rsml')", "outputs": [], - "execution_count": 22 + "execution_count": 2 }, { "cell_type": "markdown", @@ -75,8 +90,8 @@ "id": "2e3c09cb-8679-4abd-a732-3b5464cf9c24", "metadata": { "ExecuteTime": { - "end_time": "2025-10-08T12:24:29.766720Z", - "start_time": "2025-10-08T12:24:29.761305Z" + "end_time": "2025-10-28T13:51:33.920705Z", + "start_time": "2025-10-28T13:51:33.918136Z" } }, "source": [ @@ -93,45 +108,49 @@ ] } ], - "execution_count": 23 + "execution_count": 3 }, { "cell_type": "code", "id": "47401968-e293-42bd-92b0-a3f9012c7e31", "metadata": { "ExecuteTime": { - "end_time": "2025-10-08T12:24:29.826950Z", - "start_time": "2025-10-08T12:24:29.821842Z" + "end_time": "2025-10-28T13:51:33.968805Z", + "start_time": "2025-10-28T13:51:33.966820Z" } }, "source": [ "resolution = resolution * 0.01 # pixel to unit to m" ], "outputs": [], - "execution_count": 24 + "execution_count": 4 }, { "cell_type": "markdown", "id": "769e6d21-1194-4fa6-9081-4d510f19bd07", "metadata": {}, - "source": [ - "Build the discrete MTG" - ] + "source": "## Build the discrete MTG" }, { "cell_type": "code", "id": "e0099d60-5979-40e5-b22c-f157ac0544e3", "metadata": { "ExecuteTime": { - "end_time": "2025-10-08T12:24:30.053343Z", - "start_time": "2025-10-08T12:24:29.878543Z" + "end_time": "2025-10-28T13:51:34.024690Z", + "start_time": "2025-10-28T13:51:34.016173Z" } }, "source": [ "g = import_rsml_to_discrete_mtg(g_c, segment_length = 1.0e-4, resolution = resolution)" ], "outputs": [], - "execution_count": 25 + "execution_count": 5 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## Run calculation", + "id": "998cf09649f99f83" }, { "cell_type": "markdown", @@ -146,8 +165,8 @@ "id": "e050dd37-395c-4ecb-a051-0ff93cef029b", "metadata": { "ExecuteTime": { - "end_time": "2025-10-08T12:24:30.115913Z", - "start_time": "2025-10-08T12:24:30.102613Z" + "end_time": "2025-10-28T13:51:34.140165Z", + "start_time": "2025-10-28T13:51:34.129716Z" } }, "source": [ @@ -155,7 +174,7 @@ "g = radius.compute_relative_position(g) # Compute the position of each segment relative to the axis bearing it" ], "outputs": [], - "execution_count": 26 + "execution_count": 6 }, { "cell_type": "markdown", @@ -170,8 +189,8 @@ "id": "6bf369fc-df46-4b34-af88-19dbc33f529f", "metadata": { "ExecuteTime": { - "end_time": "2025-10-08T12:24:30.180148Z", - "start_time": "2025-10-08T12:24:30.176490Z" + "end_time": "2025-10-28T13:51:34.157343Z", + "start_time": "2025-10-28T13:51:34.154706Z" } }, "source": [ @@ -179,7 +198,7 @@ "K_axial_data=([0, 0.2],[3.0e-7,4.0e-4])" ], "outputs": [], - "execution_count": 27 + "execution_count": 7 }, { "cell_type": "markdown", @@ -194,23 +213,23 @@ "id": "7029e8d6-b10b-4c2f-ad78-0672b2d5cb1c", "metadata": { "ExecuteTime": { - "end_time": "2025-10-08T12:24:30.253101Z", - "start_time": "2025-10-08T12:24:30.232282Z" + "end_time": "2025-10-28T13:51:34.235916Z", + "start_time": "2025-10-28T13:51:34.212207Z" } }, "source": [ "g, keq, jv = hydroroot_flow(g, psi_e = 0.4, psi_base = 0.1, axial_conductivity_data = K_axial_data, radial_conductivity_data = k_radial_data)" ], "outputs": [], - "execution_count": 28 + "execution_count": 8 }, { "cell_type": "code", "id": "952edaca-690a-4012-9a2c-0e4a9fa68830", "metadata": { "ExecuteTime": { - "end_time": "2025-10-08T12:24:30.303292Z", - "start_time": "2025-10-08T12:24:30.296156Z" + "end_time": "2025-10-28T13:51:34.297470Z", + "start_time": "2025-10-28T13:51:34.292925Z" } }, "source": [ @@ -225,14 +244,14 @@ ] } ], - "execution_count": 29 + "execution_count": 9 }, { "cell_type": "markdown", "id": "642c80f3-4570-4683-a645-dd024906fe16", "metadata": {}, "source": [ - "Display the local water uptake heatmap\n", + "## Display the local water uptake heatmap\n", "\n", "to reduce notebook size we use here a 2D view but you can use the openalea.widgets `PlantGL(s)` to display an interactive 3D view" ] @@ -242,8 +261,8 @@ "id": "5125a231-f685-4ae3-8de0-880d8edf4446", "metadata": { "ExecuteTime": { - "end_time": "2025-10-08T12:24:30.639244Z", - "start_time": "2025-10-08T12:24:30.360289Z" + "end_time": "2025-10-28T13:51:34.531698Z", + "start_time": "2025-10-28T13:51:34.356084Z" } }, "source": [ @@ -265,15 +284,13 @@ } } ], - "execution_count": 30 + "execution_count": 10 }, { "cell_type": "markdown", "id": "8347bcef-0598-4a0f-9c41-ff5b7d149a03", "metadata": {}, - "source": [ - "Export the MTG to RSML" - ] + "source": "## Export the MTG to RSML" }, { "cell_type": "markdown", @@ -288,15 +305,15 @@ "id": "0b325e5f-99c8-4228-855b-500c7b8e9194", "metadata": { "ExecuteTime": { - "end_time": "2025-10-08T12:24:30.812933Z", - "start_time": "2025-10-08T12:24:30.645763Z" + "end_time": "2025-10-28T13:51:34.895810Z", + "start_time": "2025-10-28T13:51:34.542375Z" } }, "source": [ "export_mtg_to_rsml(g, \"test.rsml\", segment_length = 1.0e-4)" ], "outputs": [], - "execution_count": 31 + "execution_count": 11 }, { "cell_type": "markdown", diff --git a/example/example_cut_and_flow_analysis.ipynb b/example/example_cut_and_flow_analysis.ipynb new file mode 100644 index 0000000..19fb8cf --- /dev/null +++ b/example/example_cut_and_flow_analysis.ipynb @@ -0,0 +1,374 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "d0b1f861-cb71-4807-862e-b7b7a12a0cc9", + "metadata": { + "tags": [] + }, + "source": [ + "# Example of cut and flow analysis with HydroRoot\n", + "\n", + ">- In the following there are successive cells with code lines to run and some explanations.\n", + ">- Cells with code lines have a number at their top left corner\n", + ">- Run the cells with code lines with Ctrl+Enter" + ] + }, + { + "cell_type": "markdown", + "id": "b3a091e3-da7e-44cb-95fd-13f9c53bb3b5", + "metadata": {}, + "source": [ + "## First: some needed code\n", + "- to indicate where are the library files of HydroRoot\n", + "- to display inline plots in the notebook" + ] + }, + { + "cell_type": "code", + "id": "05672980-5910-49b8-8b80-bcdf40aab620", + "metadata": { + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:23:51.921569Z", + "start_time": "2025-10-28T14:23:51.645257Z" + } + }, + "source": [ + "# to display inline plots in the notebook\n", + "%matplotlib inline" + ], + "outputs": [], + "execution_count": 1 + }, + { + "cell_type": "markdown", + "id": "3da5039b-5eb8-426f-9308-f57d5c96fbaa", + "metadata": { + "tags": [] + }, + "source": [ + "## Before running the script\n", + "\n", + "- prepare the input yaml file\n", + "- add the experimental data point to the comma separated csv file data/cnf_data.csv\n", + "\n", + "### Yaml file:\n", + "It contains different input categories that are explained in the example hydroroot/example/parameters_Ctr-3P2.yml.\n", + ">modify and duplicate the file\n", + "\n", + "### the cnf_data file:\n", + ">Download *data/cnf_data.csv*, add the data and upload it back\n", + "\n", + "csv file containing cut and flow:\n", + "\n", + "**mendatory columns**:\n", + "- arch: name of the architecture file without extension. The file given in 'input_file' of the yaml file\n", + "- dP_Mpa: column with the working cut and flow pressure\n", + "- J0, ..., Jn: columns containing the flux values, 1st for the full root, then 1st cut, 2d cut, etc.\n", + "- lcut1, ...., lcutn: columns containing the maximum length to the base after each cut, 1st cut, 2d cut, etc. (not length for full root)\n", + "\n", + "**optional columns**\n", + "- last columns **used only if dP is not constant**:\n", + " - dP0, dP1,.., dPn: containing the working pressure of each steps: full root, 1st cut, 2d cut, etc.\n", + " \n", + "**Example**\n", + "\n", + "|arch|dP_Mpa|J0|J1|J2|J3|J4|J5|J6|J7|J8|J9|lcut1|lcut2|lcut3|lcut4|lcut5|lcut6|lcut7|lcut8|lcut9|\n", + "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", + "|Exp03_P2|0.2|0.1|0.11|0.1|0.1|0.12|0.18|||||0.37|0.3|0.25|0.2|0.14|||||\n", + "|Exp05_P13|0.3|0.01|0.01|0.01|0.02|0.01|0.02|||||0.26|0.22|0.18|0.14|0.11|||||" + ] + }, + { + "cell_type": "markdown", + "id": "bdaf8e49-aa9f-47d2-bbf1-8304b45a9444", + "metadata": {}, + "source": [ + "## Run the script: direct simulation\n", + "- argument '-o': name of the output csv file" + ] + }, + { + "cell_type": "code", + "id": "45d657cc-7835-4362-859b-352f4cb1c9e7", + "metadata": { + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:23:57.323826Z", + "start_time": "2025-10-28T14:23:56.294902Z" + } + }, + "source": [ + "%run adjustment_K_and_k.py parameters_Ctr-3P2.yml -o results.csv" + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Simulation runs: 1\n", + "#############################\n", + "**********************\n", + "optimization finished\n", + "**********************\n", + "Exp03_P2.txt 0.434 174.7 3.979 0.005643500494241343 0.10353098834266657\n", + "Exp03_P2.txt 0.3717 174.7 3.915 0.005432385467920032 0.10453111364470544\n", + "Exp03_P2.txt 0.2966 174.7 3.829 0.005171922304196114 0.10759915265933087\n", + "Exp03_P2.txt 0.2493 174.7 3.694 0.004912382768712372 0.11072095912537126\n", + "Exp03_P2.txt 0.2035 174.7 3.468 0.0045468898793936275 0.11882128745122093\n", + "Exp03_P2.txt 0.1358 174.7 2.947 0.0037846326874823354 0.18539093509833077\n" + ] + }, + { + "data": { + "text/plain": [ + "
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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "running time is 0.5893092155456543\n" + ] + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 2 + }, + { + "cell_type": "markdown", + "id": "acf4e3ff-aa83-4936-ac31-ccaa9914faba", + "metadata": {}, + "source": [ + "## Display architecture\n", + "Options:\n", + "- cut='tot' is the full root, then cut is the cut length\n", + "- prop: property to display\n", + "- perspective: activate the zoom\n", + "- azimut: axial rotation\n", + "- elevation: rotation with the root base as center of rotation\n", + "- line_width: lines width" + ] + }, + { + "cell_type": "code", + "id": "e9888ce4-4c47-4d83-a70b-97f5e65dc998", + "metadata": { + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:28:27.512231Z", + "start_time": "2025-10-28T14:28:27.226073Z" + } + }, + "source": "plot_architecture() # function defined in adjustment_K_and_k.py", + "outputs": [ + { + "data": { + "text/plain": [ + "interactive(children=(Dropdown(description='cut', options=('tot', '0.3717', '0.2966', '0.2493', '0.2035', '0.1…" + ], + "application/vnd.jupyter.widget-view+json": { + "version_major": 2, + "version_minor": 0, + "model_id": "362b6031cad54739be1bb11f89257174" + } + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 6 + }, + { + "cell_type": "markdown", + "id": "aff917f3-cd17-4bfb-8a64-606844100f6d", + "metadata": {}, + "source": [ + "## Run adjustment\n", + "- adjust the radial and axial conductance\n", + "- argument:\n", + " - '-op': indicate to run optimization\n", + " - '-o': name of the output csv file\n", + "- running time is around 30 s on a core i7" + ] + }, + { + "cell_type": "code", + "id": "b79fdbb4-9482-46d1-81cc-f8ea5426725a", + "metadata": { + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:26:59.765966Z", + "start_time": "2025-10-28T14:26:31.106542Z" + } + }, + "source": [ + "%run adjustment_K_and_k.py parameters_Ctr-3P2.yml -op -o results.csv" + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Simulation runs: 1\n", + "#############################\n", + "finished minimize ax, ar [1.01050774 0.93375028]\n", + "**********************************\n", + "Simu, 163.12617331442004 2.244456629256886e-05 163.1427258817501 dk0 = 0.0002739874852159104 dKx = 0.003497013392198752\n", + "**********************\n", + "optimization finished\n", + "**********************\n", + "Exp03_P2.txt 0.434 163.1427258817501 3.979 0.005643500494241343 0.101804315701373\n", + "Exp03_P2.txt 0.3717 163.1427258817501 3.915 0.005432385467920032 0.10180609535735646\n", + "Exp03_P2.txt 0.2966 163.1427258817501 3.829 0.005171922304196114 0.10184194158699415\n", + "Exp03_P2.txt 0.2493 163.1427258817501 3.694 0.004912382768712372 0.10365118561148688\n", + "Exp03_P2.txt 0.2035 163.1427258817501 3.468 0.0045468898793936275 0.1195085133388621\n", + "Exp03_P2.txt 0.1358 163.1427258817501 2.947 0.0037846326874823354 0.18477876269337068\n", + "************************************************************\n", + "radial k 1st: 174.7 , k optimized: 163.1427258817501\n", + "************************************************************\n" + ] + }, + { + "data": { + "text/plain": [ + "
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" 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" 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "running time is 28.646387338638306\n" + ] + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 4 + }, + { + "cell_type": "code", + "id": "ea07e3e6-b25e-4a5b-9127-b176c1350a54", + "metadata": { + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:28:12.649409Z", + "start_time": "2025-10-28T14:28:12.348131Z" + } + }, + "source": [ + "plot_architecture()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "interactive(children=(Dropdown(description='cut', options=('tot', '0.3717', '0.2966', '0.2493', '0.2035', '0.1…" + ], + "application/vnd.jupyter.widget-view+json": { + "version_major": 2, + "version_minor": 0, + "model_id": "b7ca1f20cf5b40bd9afcaa048d8bb21b" + } + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 5 + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + }, + "toc-autonumbering": false, + "toc-showmarkdowntxt": true + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/example/example_generated_archi.ipynb b/example/example_generated_archi.ipynb index 376ac6b..d1cd1c3 100644 --- a/example/example_generated_archi.ipynb +++ b/example/example_generated_archi.ipynb @@ -20,37 +20,53 @@ }, { "cell_type": "code", - "execution_count": 8, "id": "60bae6a9-56d0-49d9-aa69-c066b0742d19", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-28T13:57:14.330266Z", + "start_time": "2025-10-28T13:57:13.589657Z" + } + }, "source": [ "import pandas \n", "from openalea.hydroroot.main import root_builder, hydroroot_flow\n", "from openalea.widgets.plantgl import PlantGL # notebook viewer 3D\n", "from openalea.plantgl.algo.view import view # 2D view\n", "from openalea.hydroroot.display import mtg_scene" - ] + ], + "outputs": [], + "execution_count": 1 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## Architecture generation", + "id": "5efba74fe9cb1ff1" }, { "cell_type": "markdown", "id": "8a6fe0a8-b862-4e39-983f-28271db0c8ca", "metadata": {}, - "source": "The Hydroroot generator of architecture is described in (`Boursiac et al., 2022 `_). It uses length distribution law for laterals, specific to a given species, to generate realistic architecture. Here we use the length laws determinated for Arabidopsis Col0." + "source": "The Hydroroot generator of architecture is described in ([Boursiac et al., 2022](https://doi.org/10.1093/plphys/kiac281)). It uses length distribution law for laterals, specific to a given species, to generate realistic architecture. Here we use the length laws determinated for Arabidopsis Col0." }, { "cell_type": "code", - "execution_count": 2, "id": "acaa9e31-9813-4455-8b84-96c09976ba77", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-28T13:57:14.343177Z", + "start_time": "2025-10-28T13:57:14.336211Z" + } + }, "source": [ "length_data = [] # length law used to generate arabidopsis realistic architecture\n", "for filename in ['data/length_LR_order1_160615.csv','data/length_LR_order2_160909.csv']:\n", " df = pandas.read_csv(filename, sep = ';', header = 1, names = ('LR_length_mm', 'relative_distance_to_tip'))\n", " df.sort_values(by = 'relative_distance_to_tip', inplace = True)\n", " length_data.append(df)" - ] + ], + "outputs": [], + "execution_count": 2 }, { "cell_type": "markdown", @@ -69,34 +85,46 @@ }, { "cell_type": "code", - "execution_count": 3, "id": "2141a9a8-76fa-45aa-a177-1a361eef4827", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-28T13:57:14.469743Z", + "start_time": "2025-10-28T13:57:14.388558Z" + } + }, "source": [ "g, primary_length, total_length, surface, seed = root_builder(primary_length = 0.13, delta = 2.0e-3, nude_length = 2.0e-2, segment_length = 1.0e-4,\n", " length_data = length_data, branching_variability = 0.25, order_max = 4.0, order_decrease_factor = 0.7,\n", " ref_radius = 7.0e-5)" - ] + ], + "outputs": [], + "execution_count": 3 }, { "cell_type": "markdown", "id": "4002d295-6dff-4ee1-a590-d8271e4ea6d0", "metadata": {}, "source": [ + "## Run calculation\n", + "\n", "Some conductance data versus distance to tip" ] }, { "cell_type": "code", - "execution_count": 4, "id": "d5be93d4-38d5-4dc6-a85c-a5c884493f6f", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-28T13:57:14.477836Z", + "start_time": "2025-10-28T13:57:14.475667Z" + } + }, "source": [ "k_radial_data=([0, 0.2],[30.0,30.0])\n", "K_axial_data=([0, 0.2],[3.0e-7,4.0e-4])" - ] + ], + "outputs": [], + "execution_count": 4 }, { "cell_type": "markdown", @@ -108,77 +136,86 @@ }, { "cell_type": "code", - "execution_count": 5, "id": "e6de7a98-fa43-4006-a957-783ff9a32d4d", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-28T13:57:14.592721Z", + "start_time": "2025-10-28T13:57:14.526004Z" + } + }, "source": [ "g, keq, jv = hydroroot_flow(g, psi_e = 0.4, psi_base = 0.1, axial_conductivity_data = K_axial_data, radial_conductivity_data = k_radial_data)" - ] + ], + "outputs": [], + "execution_count": 5 }, { "cell_type": "code", - "execution_count": 6, "id": "831c5617-0a70-496b-b130-6a35ca651869", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-28T13:57:14.600929Z", + "start_time": "2025-10-28T13:57:14.597981Z" + } + }, + "source": [ + "print(keq,jv)" + ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "0.006606016665179707 0.001981804999553912\n" + "0.006688557396052673 0.002006567218815802\n" ] } ], - "source": [ - "print(keq,jv)" - ] + "execution_count": 6 }, { "cell_type": "markdown", "id": "5c1ea725-ff0b-4b6c-ac48-b8dccfcf90d2", "metadata": {}, "source": [ - "Display the local water uptake heatmap\n", + "## Display the local water uptake heatmap\n", "\n", "to reduce notebook size we use here a 2D view but you can use the openalea.widgets `PlantGL(s)` to display an interactive 3D view" ] }, { "cell_type": "code", - "execution_count": 7, "id": "f154d253-5429-4479-a32e-5fb70325f49b", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T13:57:15.034327Z", + "start_time": "2025-10-28T13:57:14.647103Z" + } }, + "source": [ + "s = mtg_scene(g, prop_cmap = 'j') # create a scene from the mtg with the property j is the radial flux in ul/s\n", + "view(s) # use PlantGL(s) to display in 3D" + ], "outputs": [ { "data": { - "image/png": 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", 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J8Gta5cYP1uABQ8XtnmoIE0NgSCpM3l+5voUQQtQOkrQLIc453/EbieRwPVfRmDiXjmVB8QFZHCGPx2lHY4JLNghtySbvx2hTDzrGQrDWlKZ995balw6Nh+mF3WKDVPh4N9z0D6QWlx9DkA7uCSy/zQmPNIC50fA/a+XaCyGEqB0kaRdCnFMWspiNbOc6LqaRixN2heIF9rGbvbxAVxqdmbADFCdC0o90jIaXdkJ2YTRaGS+9GhqdiSUwOoPx9ybSNgy+PQx9P4Jevzsv7mv84OgxeOCY8/oUQgjhWpK0CyHOCXbsLOZP9pLIE9xDGEEuHc+KYizZHOQg79KLKPzObqTB2oL2DNs/GoCEPfDJJF/yrDreUlYstrMfEoIvL3pdwOGYJB7raePixrDnGGxaCRFvwl3lJO92Bbaz97iexajB5u7wxTEYkQY2Wd8uhBC1niTtQog6z2SHpZbt7COJu7mBKMJdWiWmADuvsZ+D/Mt8+uNL2QvKrTYDhkJfgrwBO9QzQjhe/JiygkHvQ9YZhyLp0AjAiI0sMvSJRCbZMHSAnLGw+kHwzy1jIA1m7oP3dlccv6ZBa1/4vQnMS4LxiVAsy2WEEKJWk6RdCFGn2bCz0pTGzHS4nN7UJ8KlCTvAQrLIJpvp9MELfYXtb+0GD/R2fL/ycY2Zhksxeik25iuGfgcpZyTizYjg6sKOTEk8wrMD8rilLeg0aBUJH15fxiDeUNrqnLJoGvQOgNdiYexmWFvJTa9CCCE8Q5J2IUSdpVDsIYUjvpt4McZAKxq7dLxs4FfysJLOKFoSXk75RoACuz/fZt0IwMoUOHwyOVf4hZu49q5jHEiE536H1DNm3CMK6pOz6kKWHCvmo7YWvCp6tdbhKP1YieUxp+ugQft4WKggr5TlOkIIIWoHSdqFEHXWZg6zmi1cTEc609rl46VQwHKS6EcMDam4XEuOJZhp+54CYOEO2J0CKDCi5xaa0DAukXdvg51JMGQRFJx25lGfSLgoHpbqU8mnEtm0F1RnGX/fCHi3JfxaBEP+A2sVk34hhBDuIUm7EKJO+pfD/McBBtKVxkS5fLxczCxkD8OIo2lls2MF7SK2cunlk1hTDG8PhJggMKCjH7HspIDMBlnMvRH+2wPFljMe7w2bf2nGq7n/Yq1gCr2jFzwVA6Xth61IXz+ovwc+syrm8EXVOxBCCOFykrQLIeoUhWITh1jDRq6iM7FEunxMG3aeYS2P04Z4Air1GKVAAcG+OfjXW4PhkiP07WXDx3iqVEs2eSSRRqsYWDUSLpoE3d7l5GmlmhmyM/zYbzNjp/wSLyE6aG4BKqjpXpavLoL6OfDCgcv5UM2vXidCCCFcpspJ+8qVK7nmmmuoX78+mqbx3XfflbivlOKVV16hfv36+Pr6cvHFF7N9+/YSbUwmE8OGDSMiIgJ/f3+uvfZajhw5UqMnIoQ499lRbOMYm0nmJi4hgmCXbzotwMrtLGcGFxKKd6UfZ1PQdLKdQGNr0vbO5dBuK89p6aQcT74bEMgLtu7kF4HJClFBsP5FOLAP+s6EAgtM6Q3920K4vh338FvFgyooNIOlGktc6vlBwqUa2u5wZuy+jXypJiOEELVKlZP2goICOnbsyIwZM0q9P2nSJKZMmcKMGTNYv3490dHRXH755eTl5Z1sM2LECBYtWsSCBQtYvXo1+fn5DBo0CJtNdkEJIUpnw85OUljHbnoTTzQhLk/YUyjmCdYShC/6qo6lILwwhcVXREDuSJIXNEK/z8ohCrCj0NDIOBjN0Ckt+Hab4yG+Rtj1GqSmwz0/Q0YhNI8Bc1Y4RhXBYcqq93icBjN2waaM6j1fow72X6lhtei44W/4Nw2yzBU/TgghhOtVOWkfOHAgr7/+OjfccMNZ95RSTJs2jTFjxnDDDTfQrl07Pv30UwoLC5k/3/Fxa05ODrNnz2by5MlcdtlldO7cmc8++4ytW7eybNmyUsc0mUzk5uaW+BJCnD/s2FnLDjaSwIW0oKWLTzoFOEQhb7KLSHyZTk901XmDoAG6CLD3oEsUTAmMZQ15/E4OAHF+0KE+nF6Epl4g/PAgJO6FBZvg/R6w4VvwsbXkLbaVP54X9G8MDSu3gqdUgXr4tSXognIZsCyNV/+BL3aCWeZUhBDCo5y6pv3gwYOkpKQwYMCAk9e8vb256KKLWLNmDQAbN27EYrGUaFO/fn3atWt3ss2ZJkyYQHBw8Mmv+Ph4Z4YthKjlfmMjv7CSvrSgJTEuHy+RIv7HXoLR8Rxt8S/n8KSyTFyCY1G7zgdUPe7u5kjQnyKGcSTwBZl0rw+3tIG/yCWTU7tQW0XDB7dCRhbsS4VRPWGgzoideP6gnKWEXvBpAmzLqnK4JTT0ggkdk+jfZxk2fQZP/Q5jVsGLq+HjHTXrWwghRPU4NWlPSUkBICqqZCWHqKiok/dSUlLw8vIiNDS0zDZnev7558nJyTn5lZiY6MywhRC12FcsZynruIuBNCbc5eOlY2YSu/EFhtCciApqsZflnT9g5l2A/gjwE6fvI32BeN4jmfnYqN88jyOxZnLPmMnv0gBu6AJTl8LN7TWu1HlzlGOsIrnsQb2hmuGepTGxXN3Aj3a9V/PeoAIuqA/xgTD6D7jhO7hhHWwvqrAbIYQQTuKS6jGaVvKPj1LqrGtnKq+Nt7c3QUFBJb6EEOe+n9jIGnYwgpto7eKDkwBM2BnBNjRsPEUrovCtdl+aDQa2w3HgkeJk0q6hMYAwXieOjRzmxjA/+gWGQCknq3aMg2evhNveh6ICHX+9G8+/pPE9B0od89YwuCOs2iGXEEIQN3AZCitZjdYyqIWV+9vBH7dCmzBY9Bdc/Sm0WyS13YUQwh2cmrRHR0cDnDVjnpqaenL2PTo6GrPZTFZWVplthBDnNzt2fmEdy/mHkdxMPPVcPqYFxaMUoGFiEp0Iq0KlmNLse8MxgbE64UI2H5nKkD6n7unQ6Eswb9CQIPQUsYvHWEYeZxZqh4bh8ONwaP+iRlFqAGZ8Saf0EpBhegjToILqkJUWgD8PcC1pHOErNmPUK9pGwNg+kDME/rsfCo9CzDsQMQPuXQ3FVrBJEi+EEE7n1KS9cePGREdHs3Tp0pPXzGYzK1asoHfv3gB07doVo9FYos3Ro0fZtm3byTZCiPOXFRt/sJnlrOcRBhFPPZdXiclG8SCHsLKNufTCp5RZ76oK8IF0fTQf957A/wY9hdcZy+J1aPgcfwnWcqMothhQZWTbAT6wczzEmP14MLc189nHirKWyQRBDd9vlOCFkSD8+JdV5OJYD+OlhyBvx9f+xyF1OKy4FVZucSTwH22Gg9mQkH+q5rwQQoiaqXLSnp+fz+bNm9m8eTPg2Hy6efNmDh8+jKZpjBgxgvHjx7No0SK2bdvGfffdh5+fH3fccQcAwcHBPPjgg4waNYrff/+dTZs2cdddd9G+fXsuu+wypz45IUTdYsXGX+zgd/7jNvrTigYuT9iTsPAa6QSRw8f0dO54mkZOcQg709qU22z7Z5HkJXmxhaxSE3elYOV+2JOi8eAMbwpT/ThIHoWUUkw9BzA5Kf7jhnAzLWnIu/xCMiU/JdU0x1fbSDj4BEy9DL7dBY8shtYLYFkCLE2E3YXOjUkIIc43VU7aN2zYQOfOnencuTMAI0eOpHPnzowdOxaAZ599lhEjRjBkyBC6detGUlISS5YsITAw8GQfU6dOZfDgwdxyyy306dMHPz8/fvzxR/T6ms9uCSHqriLM/MjfXEsvutHK5eMdxs50juFLGq/TGi8nfvhoR/EtFjKLwvjvWIdy217ZAWKCgnmZ/8psc9NsCA+A+xqFEbamHTNTjpFM6ZnwwoOQ6+T66g8xmIYE8yWrSSa/zHb3dYCld8DS2+HJJvDFDhjwNTy8HKbthiQnv6EQQojzhaZU3fvwMjc3l+DgYHJycmRTqhDniO/4h0IKaE0DOtPMLWP+ShZ/k8kQYolyVtmV42woumKhg201c23zwWtWue3/ooBxrGcxF501268U+AyFFqGw9XUY9wNM2ZXBIw+l8WpY8xLLeYathRn/QcLt0DDwzFFqJoNcnsr+mc7p1/JUM/9KPSbP5EjcUTAvAUIUxESCnxdM6+Xc+IQQoq6pSk5b9eLDQgjhAmvZzsNcSVPqu2W8A+SzizSeoAH1nJywO2godBRp6VRmxU0f/PHGlzFsYTydzm5w2h7Ve/vA4VYFzFkQxuj7NXxOL3LjD3jVMPQyBOHH5dbLeG6zP02scF0lPgwJ9IZHHB/McklDSMkH5QUDPoONu+CyxvDyRa6JVwghziUuKfkohBCVoVAsZB2jmcNQrqWJGw5OUiiyMPM/9vEgjV2UsDvYcvWkzr4aDG9Vqr0X9dhJGSc+n/aZaINwmNKiPlHHIujwoobNfmrDpxaCUzeins6IgVh9JEd18IltK4fJKHPzbGmah0PfhtA3Gg48BmMuhEl/Qdw0iJ0Du3PAXuc++xVCCPeQpF0I4RE27PzJXlazm4e5kljCXb7pFCAHC/exnrfpSCBGF46jiA48yvL7g1G20ZV6zOc0xGrXk1N89j0NCPY79XMgBi56+V8y9Wa8H1f0mwUZhTAhGi4JcM5zKM3FITC9BYRoMbzPMpLJrFLiDo6Nq/UD4YqmkDMaEp6ES0Kg3ywI+gjSCyGjCApsLnkKQghRJ0nSLoRwOws2/iGBVezjbvrQlBi3JOwJFDKGbTTCD72Lx7sKE0oDnd4HtLhKPUYHHCtUXLXQwqHMkvcCfWD1CyWvzdB148oJiQTUg9X/QMSb8OoqyHPyJtQSMWqgM0BMfgStTL15i19LrRlfGZoGBp3j67Pr4dgo6KyDK+ZCry/gkX9g4zHYmAYWqf0uhDjPSdIuhHC7bPL5lj+5nCZ0polbxtxKLqPYyjjaMZ3OLh/PiDdmrEAs6AZU6jEaGpcFhFLU/QgPzIbdp5diL2PWuYfeTO/nsmnXFboZYfl/kGiG73fD11tr/DRKFwATtkP6MX8a04EtHHJa16sego2PwbdXgUqCyRvgyoXw0Xb4tvSDYIUQ4rwgSbsQwq1+Ygur2cktXMgFbijrCLCFfN5kPz0IxdcJBydVhs0OaUsVZuterLbyK8ecoEfjKZphDMsisDnMXwNjvoOsorIfM4pWFATs48bH4YHeEG4FHx0k5sJjXzrnuZypVzB0rwfdDGFcQjy/cpg1ODej7hAN82+G+VfD5B6QaYJ7v4Mxy2DMClhRxtlSQghxrpLqMUIIt/qNzTzGJbSlgVvG20UhEzlIN4J5iHi3Je1okBFjYLz2KWN17Sv9sCAMPBkeT/rgfC49HMDdM2HdTrCUMdOuQ+NZGjCL3fTrEIBhSyyHDsAWX/jkNic9lzN0C4QuAYCC9gRjpAMz+RULGhfR2Onj3dPZsdG2Q4BjP+6Kw/D499A8Bt69DOJcuIZfCCFqC5lpF0K4xRes4wW+5Gmupg3xbhnzKGZGs5c2ePMwDQhy4cbT0oS0zuBW7U0sfFfpx3ijpx0+FJNG+wbw/QiYfg8UF8N1H57dXodGp7x6/PZmAxJWRjD7AejZDZYmwxWtnfZUzhYK9/4Mx/I0GuBHPiZ2cdBlw2kaXNvKUWby5X7wzY2QlwkXfQht3oEr/nbZ0EIIUStI0i6EcDkbdtLJ4hEupYGbqsTkYuM2dtEII8/SjEA3frB4J5AN+GEjlr0ojlaxBzu/kcsP5NMwAm5ZBCY7LFkDt808e9bdbtEo2unLN9mZrAlJxv/4zHPj18BkrfnzKY3RGw4bwaKBH16M5mq2cIQf2FjtjamVFewDberBz3fD5qGw4kFY9RuEj4fAWTA7AYqtp8pgCiHEuUCSdiGEy1ixk0Y+37GeS2lDQyLckrCnorieJFqjMZXWeLn5pc4EmLVCNuqisen8UFq9Kj2+A0E8RVMyUZiAgkRH9ZjNE2D9fzDuG9ifelpCrgfCwY43WegxxdnACMY86PAypOQ5+QkC77SAvqGO7zU0mhDB7aZ+zC/ayh/sxFrWzlkn8jU6Dm+K9IeCl2Hh7VAvC8Z/DSHvwLpk2J8JR/JdHooQQricJO1CCJdJJpe3+J1YwmhLvFsS9t1YGEIm7Sjgfdq5ZczTbbdbyFJ2uqNH00CnNcVLu71KfWho2ChiHrnswO6oHGODlvVh/wzH/144Dj7+EyxWHEXc/cBbC2EeeXhrefgAm16HCF+4eSbsO+bc56lpOA5x0k7FbE1qhG13J+aylpSyDolyEU2DixrD/mccX4+1gLFL4OHvoP8C+G0fHMxxa0hCCOFUshFVCOF0CsWfJJBPDtfRhl40d8u4W7EzgaO0x8ILtHR7wr7RbmaUNZcEQzDfaI6TVk3sRcd7BDGjSn01wZugA3YKwuxgKzm/cmdfx8mhoz6FjFwwhwBmaKLT0ZwImsQV8J8xAH9vA98MhUdmwxNfwv/uhBbhTnqyAOEwaxOM7Q16HVzSBA4ciuWX9AOsjtjDTXTD4K6Nv2eYNsjxv/kmGLsUpv4FRgNcEg/4wrAuYPRMaEIIUS0y0y6EcImFbCCGEPq4KWEHWEkGXdAxkoYY3fzytlXZGWU18c82I/a8E9mgho6m+HBHlfvrQBDx26KYlXaMbJvlrPt394MPHoHIQBi3AMiDljroRBCLyCQXx9qZmBB45x7w0cPjn0FiVvWf45meaQzx/sdn3Y/rZIikeH1Pvs7dx8esqfJpqc4W4A1TBsH/robrmkGQD0z6Ax7+Fh76Gabv82h4QghRaTLTLoRwumksZTj9aEaUW8ZLQDGBLLpj4m6i3Lrp9IREZWejzYpfvBG976nrFjIxsQ4vele902xYb9JRBCx99uzbN/R0zLhHhcD1UwALXI+OzTRiy2mVchpHwozb4N4PHTPz8aFVD6U0gyKByJLXusaC96pY/ph3Bd4PruC3v+HbS5wzXk00j3B8AXSJhewi6D8LQrbCV43hhYvg6mjPxiiEEOWRmXYhhNMoFNNYwo10pSlV23xZkzHzKCSYbO4gxu1lHQH22208Zi1miHcwN0f4YfMynZxhtpOPtZqlEF+/CS5q6YWmafRoWvqMtU6Dbs1Bi4a5m6HLKNi2LwCUjnZfnGoXHw7fDoen5kKDF11bWWX2dVDPFIFFFePV7l/qf6io/znMO+R4k2FXnq3s0iUWLmkKyS/AjiFwWTjc/QHEzoDYD8Fqd8QohBC1iSTtQginMGPlE9ZyFR2JJ8wt68kVisMU8z6HeZPG+Hlg/bRSinQN0tcZMH2kQ7Pp8MWMdjxtt+GNIrBafQf5QagxjPZT/0MzlJ1FxgbDsiGOJTN3d4T1YzSK7RqpZ1RNCfWHZWPArwjS8yC7uFphVSjUFyJD4fs3byUoYh9PP7yZ55sqnv4U6k8E39mQUghphZB79soft9A0iAlyfL3cH1LHwqEhEJwL9V+Fnp9AWj6kFYDZ9YVwhBCiQrI8RghRY4WY+Z1dtKM+Ldy0JAZgN4VM4zAf4MpThMqmlGKtzca1WGiq82X6vxDeD5a3DiYUsAJGWhHIo9UeIwaNAF0TKOdNkKaB3gpaHkx8AHIL4eP1YDPC9kRoe9pZVnodbJ0E3caCsT58ezs0DKt2eGVadT/0n2XgzpRr+C1mLe17ZXKgVyj+6Bg4G65ZBIVWiI+ENzoAXtA2HHw98FdJpzm+AHY8A5mFMOADGDgTjljg+X7QpxF0iT7VTggh3E1m2oUQNVKMhRXsJRQ/utPQbeOuJoeH2Mm7tHLbmKW52lxMHAbeAMgDCk+/q1HILrKYXu3+hwKxBLOUzPIbegHBjm/ffwyiH4V8M1z5OqzYXrKpUQ+/j4bQfJi0uNqhVejn++CeuX48TlcOk8w2HFP/ix+EDXfBz9dCvWyYvhpu+Abe2QjztsOiI66LqTLC/GDDSMfXtMthwwG49GOYsw7mbYLlTi6fKYQQlSFJuxCi2mzYmc96NnGEC2nmtnGXkMl2CrifWDcXdSxpqsWM3sePJw2OdfTejcEYU7KNngb4c3W1x5j9D2QVwltkV+lxz8WD4QI71gHJvLC9mNFfwH+nJcMRgTDrQajnA3/vrXZ4Fcq2wm/rg+mEH3+zl3ROrclpHAbz7oR5t8PUvqBskJAD9y+E0cth9CpYn+G62Crjti6OGN+6xLFcZnMyPLIQRi+B0X9ConvL0QshzmOyPEYIUW0zWE1fGhGIj9vGXE4Wb5HIWzSlEwFuG/dM44oLmabsfGr0YhDwA+DVGIixoJQeNMeciJVCTBzCv5rjLFgF/y6BXs/Hlf+KbaXELP/joTBK2Ym4MZmGmTYS58XzwDvw1ShocnwFU8MIuLcfvL/MURqxfYNqBlkGow4mD4QFm+Dz7vXYRBJfksb9xOJ3xpzRjR0c/2uzQ6cQwADf74SHvoEGIaCFw6L+oPfQu7RHjxf/yTfBxfsAPUxdBX8dgLAAWHSzLJ0RQriWJO1CiGqZyO/cSmcaEuq2Q4w2UsRrpHAHkbTCzy1jlmW9Tkex3pv+p11TwIsYaHn8Zw3YT0M+5iomVHcgC2T+p1GoDAxjL/8rq+69Hs587+Rv0vMOTXk+7DB33h/Ai7mhPPEhHDHDf+Mca+EbRcJTAyHQt9Rea0Svg/5N4Mmf4aPfAxnSvztTWMd7+DOSUHSl/Huj18E1bRzf94mDYwWABv3ehbZ7QLPCoD7wVlfnx1sZAd5wTVvH911jIMcMF06DNntAM8INPeCNWlDiUghx7pHlMUKIKrFiZxoruJlObkvYFYoDmBlCAlfhzwPE4OOhly+rDZ7LN7NSM7Bep8NHK/n8ozXttGsaJqsP0wtCmKYU1SpCohz/L5etHMFUdjsNbMfjO0GHRjw+FGHHFlRMizjFt89BWiK0GgJFZkdllOgQ8PeuTnAVaxAMX93k2NwZii8v0YcENmCuxG8jzA9aR0LrCEh4HjY8BLOugQ++h8jJEDwbtmRAkQWKPVDhpX6wI77DL8OGZ+D9G+B/v0DIq/DTHsfvt8jq/riEEOcmSdqFEJVWhIW5rGcnx/DF6LYZ9gNYuIUMrsCHZ4jH4MGV7HN/hck/GvjSoKeNduo3oPmALujs9hfot/KJ9iav5Cvm2RWWqtb/NgFWjSW0x4IinbJrJH60DN5fcupnuw688nyZRGM+Bb7MA70eEmeDzQbNnoQH5kFOYZld1phOg6tawduDHD97YSBYKR7P/I/M8t6EnMHfCwK8oE9jyH0VUkfCbf5w4+fQbia0/BL2ZcK+LMg1u+jJlBebN1zUDHImwXMXwIgF0P5NiPgE9qU5Ysuo/NMVQoizSNIuhKiUQswsZx/HyGMkFxNDKRmqC/yLhVs5xJWYeY3GbnujcCaTGX5ZC9vyoFW4lQib/eS9fDNsqw9+N9tRp50apAC7ZuAWPwMTUTydq/isGjPuF7V1JL+HKOZ1DpfeyA6Yjw96XG4oXP0DROJDEwJ4ciHM+hvQYN9M+OU52LQZXpgPGXlVDKoKNM3xdcI4ruDr9zowlQMkkFPt/j68DfY9CTsfhbZ5jmU413wNY1fBL3th8WH3HuJ0Iq7nB8C+sbD3JbhcwQNfQPMpMGQpJMnGVSFENUnSLoSokBkbX7OVvWTwPJfR0k2nna5AMYpUbsaPcTh5l2QV2O0w8Qu4+k3F7+F23hvgRVfDqYOcEnPh1dVgx4b9jJTcQiTQg0cD9bxhgKfy7LxTxUxyzjDwM2hcQ/jJk1bPonBsRj39tp/j5y74MAAjgS0tjPgSJv/qSGY7NoaZj4C3BjN/hSm/ODaCupoGDLtQTzOi+IDt7CG9Rv15GeCXR+GXu+GDi0FXCMv2w80LYPJymLIWfk1wRuRVo2nw3cPwzf3wVGeItcPR/IofJ4QQpZGNqEKIcikUn7CBZkTQjTi3jbsMM2+Tzu0YeYBIj82wAwx/D95dBIZXFT262+h35nyHDVQO9EdP9zMe68ihHes1Hg3QEVZg594CyAiA16sQgzc67ieWBw6msSgDru92RgMjEESJqZjpHeC9Pxzf90PH6l6wRileeU/juasc1/u0cXwt3gB3/Q/2HYL3Hq9CYNWgaTDhYo08AvmKCLaTRwsinNL3RS0cXwDdwx1ryg/mw9BvoF8zIADG94ZoN+5jrhcIU25033hCiHOTzLQLIco1iRWs4RCX0pS2bjrtdA3wJlncgpF7iPDoGvYH34IPvgJtmqJtFxujjfqzG9kBE7TVdDTWTn9Z1dDIBU6dbnSTn46fvGBKmmJ0FWNR2EmPLOLV/cX0fhP2pp3RQOPkwamaBreflge3xotICgi7wMril87ue2A3+O0l+Hp1FYOqgUCMdKYBf1PMDpxfkP327vDABfDshTD3JnioK+zZAwOnQu8P4NbvnT6kEEK4jMy0CyFKpVBMZAW305EQXFAPsNQxHeOmksMg4C7C8fLQ3IJdwbCpMPcrsFoUUdFFLPfxJeyMYtxKgR11PFk+4x5goy1waupa0+BiI/waDFfkKYIC4Hmtcp8jNMGHNwPi2H2dnb+nQO/R4F0PDr0B2EA7cwOmBkSe+vFVgnkAxcQWiotLGbFrU9jxXiUCcaL2eHOIxkxmE6/SllgCnf6pSqAP9G7k+P7H+8BsdczAt3gF6u8E5QdTroRbjp8PpjtjDb4QQtQGMtMuhDiLCSv/4x+2kk4gPgS76fCkbBQ9KWAL+TxJPY8l7CYLvPoRvD8XrJpC92UhkRpnJewABRbovAgCHrWVsetxDzCrxBWdptHXqPG1HiZkw0y7KrUmTF6xoyTjCQY0/LHxjU8RT4xWpHwEvkXQ6AlHWcQJ11FyKkYBKad+DESHKS+dTKXIKWVtvKZBZHDZvxdXMKIxGG8upStPs47i6hXGrLRQP4gKgoahUDQNEp+FMe3hqZkQNwb8JsGxfEgtcH8VGiGEKI8k7UKIEgqxMJ+tbCONcfQnzG2z7IrdFHAJmbxMXKkH77hDkQk++w0+XgTKBNqkYrpG6NgSXsbvQYEtVcOOhtVesii3Y8bYQDFn7+7UNBjkp/GOHl4ogAXKsY/0dGMWwcqdJa8FoQjFgl1nR6+DnZOhvjdc9DyM/gIO5UBu0an2hRbYm3Xa4z+IwlSscXMVyi26mobGnXjRlm4cwlT2Zltnjqk5DnLS62DoJZDyNhydAJf4wrXz4JKP4Y5FsO4QrDsCxVJvXQjhYZK0CyFOKsLC12xnA8kMowdNCHXb2L+Qw1McYpIHq8RYrfDOApjxGVzQCmhnh2DFz6E+6MpbL2GDWKDjGZfNyocNlqvJoWmZD70/SOMNg8aIPPhIlSz+QiGcOQXfg0AG4896TOQCBj38Mw0WvQA9Y2HyQnjje8gvdrQ/kA/Przr1+M+eAdsWyFbHWEntKmXSlRBeZxNrSPZYDL8Oh3VD4IdbIbwY3l0FN8yBd1bDpxth0T6PhSaEOM9J0i6EAMCGna/ZTiDePEJX2rtp0ynAPDI5gpkhbhzzTErBK7OOb+C8HPKb22CEhaFNDPiXka8rBa+udHzfQadnsN548p4deA0dWSoCHQHljv2YL0wBnsmH1ysxyWynkAXkc/S0GfxW8XDvALiuE4T7wBtfgE0BgZy51J6kD6GQCD7kzJ2snnUVcD31mMa//EaCR2NpWg8+vRc+vQumDQQUJGbDg5/Bsz/CL9s8Gp4Q4jwkG1GFEABMYi0HSOcjrnXruJ+SwTRS+Y1m1MNY8QNc5NE34Zq+cM2Fjp9VnmJxkcZd/kb8yplln/Eb4H329TsVrMgoZkvEQjLoSyT9yx3/3iCINMGNqZAXBZPAkfmXksRfTQjrKDp7GYke+neFYZfC75tBp4NSKynmaiRP8sH3OV/mkcXdbvxEpSLX05wAvJienMTho414uKunI4KbjpfXtNqhUySgh8ZhHg1JCHEekpl2IQSvsZoNHGMcl7p13G/JQgO+pQlhHppDmDgXWt4MdwyAq3s7ri032Xg738okPx3tS6nweDrNAgEjzr6+HFgRDIG0pjGPViqWgV6wJAhmHIGxZ5xuerpGeBNGAc9gKbnAxcDJqZj+nSDICD92PbsfgwF+vFtHHgHsqUVr2wF0aHQkEmtEOh/m7ubrzZ6O6BSDDgZ1gEFtoXWMp6MRQpxvJGkX4jxmxc4k1vIfqcxiIFH4u2VcO4rl5DGWo/ihownebq/FbrPD7B/htTkwaRj06+yYmbYrRaYd7vbT85S/Ht+Kav9ZwBahsFhPLT6/MAeKtkETA+SwnwN8UqmYNA36+MBPYTA5B97Xg7d36eUHjdg4QAG2MzPy037Ua9CwlMI/mg56x2jMxMgCiplPdqXic5co/HjdqwdR/XYzOjGBvxNdvzFVCCFqO0nahThPFWHhIzaznXSmczmh+Ljl1FGF4h9MDCedJ4jkJg8szbDa4Ns/YORkmP4kXNfvVMK+1Ky4L9NCjE7DUEHCnpANygBGu51oy6n6gPXS4VBrR71vHV4YCax0bDoNLvWD2d4QcL3jYKfYeme3m0g8rQkmidPy9OLjX+U4lA52u2OZewjehBNCasUPcysNjR7EMFzfic6D9pEbmsOejDIqagohxHlCknYhzkOFWPiSXWzmGM/Ri9gqJJU19QdWHiaF+/FjyOkn/7iJUvDVcnh0IrzyKDx0/al7RcCVWXDJISPPBFa8XOeymVBcBI31ev7ne+pTioVNIdQAoOFLA6IqWM9emtuC4O4UuD8Z5tkdhz2dTkPDRj53Y+Fk2u4N21MhPbfsfq+bBrmFju87AkMw8A6wpZSylJ42gAY8ql3I478E0moaLEn0dERCCOE5krQLcZ4xY+MzdrKGozxOF9qUulPRNb6mgCdJ53ECGemhSjHvfgWPvAKv3Q9P3X7qulKKdwsgdLGO69MqWMh+QjY80f+s4iyn+gSySSCBhdULdgXctAeeyoBppZy+VLgkBIv5tGzeDh/+DFsOlmy3Jwv+SjrtwmnnF7VBTwsK+ZEi8t1QH72qLseHbg3SaNPbxo0L4a1V8PPBih8nhBDnGknahTiPKBTT+Ze/SGIYnenkxsT5U8yMI50X8WUInim98doseHYifPQCDLu95L3nihQvWCHye3jgusr2qMi53l5uqmvFiI1KvgkoxSMh8LE3vJgKY864d+xbUCYv3uBY2R3oYGsRLEk4/nMeJZL2bvjSFQPzyCe3FibtAM/2MtLpyv30uUhRYIZhi+De72FTqqcjE0II95GkXYjzyBtsZi1HeZXetHfj0pTPyWcqR3mDMG4m2C1r58/02kxo2RD+mAO3XXX2/UVeGj+XUrqxLCOWQVIefI2GzVr6cZkaGpG0ojm3l3q/sm4IhJ/DYGoiPHc8r37xO9ib6ngR/+VEFm46/nU6HaDn1MJ3EyyeULLJY4TSChsPUoy1Fibu3QjnZS2G8M7JhF5o44ubgAK47WPoOQv6fSnr3YUQ5z5J2oU4D9hRvMbfrOMQM7mcRgS7ZVwF2FAkU8RLhDCQAPRuTtiVciyJmfghNKoHPTuWrMZiV4o7LIpDeo0LfTTWfFK5fnftB0uBxh4NlutLn0lXQCqH2c+P1Yr9jXvhovaOeC/yhcWR8E42TFDw9BVwYA4s9QcDQdhR4A8EUfKV3QuIokRVma4tSv4O4o9vld1C+umT8LVKMwJ4m2hyvHV0bwDv3ggrn4DsBFizCepPgNt+dlQFkgReCHEukqRdiHOcCRvT2MxWMviYKwijlBqALrIDRUfyCMXADQS5vayj1QYLl0N6FuSugx4dzm4zOgcWW2EH4KdBeEjl+g4B9k6CeKNGeBlVZmxKI8vqV83oIdAPvI6fN6XToJ83fGWA8anwlTeEhUCYDrLx4Q4SHYvrz3hVNygIKv2DgBK+IoZoFD1radquoRGInZ1s5T3sGL0VUYGw4zUwjYfVj8IfGyDsdZi+Ho4VnL15Vwgh6jJJ2oU4hxVgYS672Ew647mQCHzdVNYRNqM4SD73Y+EhQt2+JMZmh8Wr4a8t8PKjoNefXe881Q5JQRqf+Wo008reUFqaBY9Ck8jSa6ifkGX1Z/yRoTRx0imzmgbXBMJ0f3ghDxbYwYZGKxz7FVCcdZBSa3+Y3cbx/Z4UKDCf2auDDo0OeJPPUXY6JVrnC8TIJFqxgwzmY6UAhV4Heh00DYdjL8MHg2DBGmg2HX7dDRtSPB21EEI4hyTtQpyjirDyBXtYSwoj6URzQtw2tkJxF7nswcwowt027gkL/4BPfnAk7FNGlt4m1aZ4oUCxxwpxLooj0JjLzY2eZRffOLXfBwJgnBWGZ8JsG0xXkIaNgogiWsVQ5iv7mG9g39Gy+51DFEXAMIqcGq8zxePFkwSynSK+pICCMz4ZuL0LrB0Bz3WArzbCpR/DnA2wSspFCiHqOEnahTgH2VDMZBurSeYJ2tPJzfXQ/0cmT6MY6YGE/ePv4KFXIDMHJgwru90BO8wugltsio4uiMOuYNx+sKNDueBThsfDYaoOns2G6ei4AD+yWuZyWScos1iN9fhXOZ4miGRyqluk0i1a4UN7zPxMQZlnub44CD6+A16+ADYlwmML4JnFsCPNnZEKIYTzVHx6iBCizhnPDrZylNfoRSs3nzj6Oml8Qg67aOrWcQFm/wDPz4CJT8IDg0tfumK3wzVPQFYkXDYUbnTRq6AdmHwggButL/FeS9fUwr83DKKK4PojerrXD8KizyEHG4PPzNq9AT/QDJS7BkhD4wECmUA+v1LEDfi6JG5nuBR/dqF4i11MpBXepbxT0Wkw6hLILoQrm8PHa+CezVAvGBY+DD5G98cthBDVJUm7EOcQheJF1rORDD6hH9H4V/wgJ449kSy64cedBNegMnn1LPoTnp7sSNjvvdaxhr00F94Cb0+CIYWwKAyiDK5ba+9rKKJPwzkcojchNHTJGFf4wJIIuCwN6kUVkE0+nFkdSAcz/gPzZvj+VccG17IEoPE5UTyubHxEMQ9r7tu4XBXx+PIMipHKn4e0dcylV5n7JkL84Kp20KMhZB1f+eMlf/2EEHWMLI8R4hxhwc7bJPEfecznUqKoftWSqrKh+JhcPiaHcPQ0xsttG0+VglX/wp1Pwwt3wYODT1VcKc33n8GAMAgN1lyasAPoNDuBPukUU+yyMTQNLvSBXwJ8KUyOgAKFZjljN6oGmcWQXwwN6jk2bpZFj0YcBvI3eHFokTfW2llMBoAwNNa/2JCU4hju4e8K20cEQvN6ji+d+48KEEKIGpGkXYhzQCFWPmAH69jJu/QkDG+3Jc0WFF+TTwIW9tCY7m4sKakUbNgBD70MQ2+FZx4ue4b9hHYGaJ8Lf8S7J8ZoWtGNW1w6hqZB/wCNqbEQ9kAx6e1tWE5v4AMEVL6/1sDM7hrvmDTeWwwmS4UP8Ri7RaMF8ZgwkOrCN0dCCOFpkrQLUccVYmU+B9lAGmPpSoOqZGc1ZEfxExZ+oYCWeLlt3BN++wsGDYHdP8KkZypuvwqwpMBqNyTsS9LAqPSE2oysK3ZPEcU4jNTHxN35FubZTtUpj/GFFuGUvUG1FFFAswh46kuYuRgslaj17ilvoKMlrXiB3RykwNPhCCGES0jSLkQdZsbOx+xjFek8STvaE+bW8d+niInkMZdo7iLIrWPP+wlWbIAnbqpc+5+BOwvgLu+q1WOvrns2g7LB7oJ6DD/UnQ1umK2+FH/6bIrAtsDAg8kw9fj1PoFwRxULCPUEbr0c/B+G4V9CocnZ0TqJN7y3ROMZ5U8c4bzFPvaR7+mohBDC6SRpF6KOUigms5cVpDCSlnR1c1nHNzAziRzGunE5zAkffQPZeTD2cRhbTlnH032VDw/YYVKE+9Yz23wUod6FdLDD43tgqxtWb+j99WibNXgPnj8Iz5+YIS8Gijjr8KXyDAIu6Ac6f3hilmM5Uq3jA+O+h0D0DKUe9fBm1KZc9mZ6OjAhhHAuSdqFqKPG8C+rSGIiXeno5hn21yhgJhl8QSgD3bjhFWD+z1BYDPddC77elXvMZ9nwcyYM9AYfNyXseg1+7qQR413Ac03W0tQEN+dBkovHNR0wEnarjp/ug18jYXoKjD5+b/zD0KIKJ0m1BWLsJoKes/PFMrhujAsCdqIIvGiJH0caHeL2z/PJkAl3IcQ5RJJ2IeoYOwobigPkM48+NCHQrWO/i2IORXxNGBe4ccPrwSSodzFs3gWP3gyBlaxmuTQfHkuGVwKgixvrcmtAZ38NMBDkXcisDhC7HzrkQbELZ6xtGXpUhJWxLRUXBsBvoTA9ASYpaBxb+Tc6J0zDi2axWfi+l8GvmxQ3jK74MW5lo8SBUdcTy7WhwRgf2EWH1yyYrAqb3WPRCSGE00jSLkQdYsLOFPZzAyt4hx6EuXnz5/eYmMwxZuJPdzeWdQRAwWVd4c2R4FPJxNOq4JgVCmwQqIHRTeFmmB2HK1mxk46RCPoQYIClPaHZDkhz4fr2oGDQzDlk2GygwYV+8GUwaPlwx2+wJbVq/T0yUWP95WEYvRVrP1VYAyG30DWxV0s4JTYp+KBnLK25wN+b5hOO0GQ4DHwTUrKhoLauyxdCiEqQpF2IOqIAK59yjH/JZyJdqIev25JmK7Be2clUFt4ggMvdOPYJjeNg/uSqrUc/YIZhR6H3eojc7LLQznLFGsg0gQE94VhJ4y/AEfvaHvBwEmwqcs3YD/aC+DmRWDJ0bEGhaXBtKDwT51jOvsXueDNTWfYCoFjDqjNwV0AWwwfB/dMgJcs18VdZKW+ANDSm0B4/fQq/vZvHtHug72vw7jL3hyeEEM4iSbsQdUAxduaTxioSGUUDWrm5Uku+UtylCtErHbe7saRkTVgVLM2DlyPgrwfgqkvcHIDOMdtuxg8f6p+8rGnwdQMYtA1+z3X+sFP/hI3JkLfCzj32U1PinaKgUTDclw0zVRX2o1rgur5wV0AwBUqxLdBMcjp8t9b5sVfHDR3AUMZe6MuI5Em2kRGXwaePQftY98YmhBDOJEm7EHVAHlZWcIzhNKWrmzedTlaKKSqXcei4T1fJheS1wHM2mJ4GI9xbVOekV1s7Vm1Y0cMZy5i8NRgVBmtt8Iuz11tbAW8YXqTHxqnp8OuioHsIjNLBs0dgXBVm2197HKZ5Qxp6fq1XzPtDISkT9qc4OfZqeONS8Cljr8JTNOVu4pmYZSIhHwZ2cmtoQgjhVJK0C1HLvcQW3mEnL9CYboS7ffy5KouLNW9u0bm3SkxNPJQBH4yAWW469bQ0j9YHTdOwYyeboyXueelgZFNoY4NhB+EPJybuj/eDjpHw4JVg0QXwDKdqH6oAuCscvgmCCXvhuUocmDTmAWhcH4zAR17+/Ge38U9sMbf1hQnfQJoLPi2osjLWqmto3EUcN+dH8cx38PXfbo1KCCGcSpJ2IWopdfz/NpLLEFrQhmD3jq8UD9kz+VgL4BKqWHLEg5SCVcHASujrgQ8GRu2DracdyqnQUGWs/x8QAoNNcNsR2O6kxL1NfQiPAnSgU4H8bTu16FsrBGxwRTAsqQ/vJMPLqvz6651bOir16DSNvnoDmTodO+022sTD3l3Q/Qmw2JwTuysY0bg1Rs/EJxW2DqoqZeqFEKJWkaRdiFrqDRIYyBrm0YNoNx9gZFGKMSqHpaqY+ujRNPduOq2JGwvhiAZ+IZ4ZPzUHzMfzZCt2MtARR7dS2/ob4M1WcKWC7tmQ6ayMUueY5f8bDTsaxcezcmWDouOx9fGHH4Lh7f0ww+aonFiROE3jO98APjYYCZ6meOZ2MOuh4S1OittFfAwQGZHDp/4ZrEFhl9RdCFEHSdIuRC1ThOIwZvQU8yGdCHdjLXSAQqWYaMunmfLikL4+MZrebWPXVKqCTB/4VwdpKx2bPt3ODo184ICCvYWKQxxkKYvKbG7UwacN4cps2J/r3FNHfdDYp/nzmP34Ehk99P4UckyOSjaXB8NHETA2Cz63gqWCsXWaRohdEWyyU2hUPPEWpG2FAg12JkJSuvNid7YrCOEBQnidbNZhlsRdCFHnSNIuRC3zLyZe4jADiaEh7l3fUagUC+wmtisrDepQsg6QaIXHzFCk4fH6Nl/3hKuPwRsHNfwIIZKKy5YsbALv7IMlOU4IwATYwaBp9NW80LTjL/XhcFETMJz2yn9HCEywwshkmFcI9gpy2Z5GA88bdOgfsjJvkeLuq6B3NLR5BG5/HX5YBUcznPAcqsCmh9+3V9zuZgx0x5/nKSprGbwQQtRakrQLUYtkYWYXKQwljE6EuHVsm1K8aS/iO7uJL4yhXKarO+vYAf6wQbYdPtVBrIdX88w5Ao9aYE4b8MWfECIq9biPO8Ot/8K8SmwQLZcZUOAHvI6e/XjxtzJBALSvXzJpB3gsBiYY4alDMLkS3XfR6+hoV3xhV0wbB99OhgcugYxsmDQXnnkHxn8CJhceInU6szc8NqtybXtjJRAji6hC2UshhKgFDJ4OQAjh2HQ6kUwggyuoR2c3J+wATykLP9sKmW0IdPvYNbVfwQdGGKxBKw/G8UMyrM6GhDRIuwHQ4Cip7GQbzSsRmV6D1xvAqG1gbgcPVvcV2peTUzKapmO30vGn3cyTDby5az6M6+lY5326h2Mg3Ah37YXMxo4kviy9jAa6m618ZLMzRqcR563x1uMw+1coLICmUTB6CmzZBjHxMG14NZ+HC1yJH/6YGEceeQTyqJsPCRNCiOqSmXYhaonlHOQWYj2SsN9nKeQLUz4/GIK5uI7NsGcpGGSC0Cy4x8OxbCuEhEKY2wtCjpdmt6HHXsmXWp0GjzSB8SEwehssqOmMO9AQGKM0lIK+4fDLbRDgVXrb68PhlyiYfgSer6DfZ3286Fho5Rq7ozR8WKCjzKRND7H14bf3YPhd8P6n0O12eHtOzZ9LmYKo3E7a4/rizWR8+YZCJpLgqqiEEMKpJGkXwsPGksFVrOcLOtDEzWvY7UoxRCl+tJrY4B1MG61uffimFJissGsb1MuBaA9NmioFv6TB+C2gs0CbcMcSFB16OtOFK7mq0n156eDeBvBCFDycDL9bq7E5NQ86P+KoYuOLI3GfgZ2f7HbaRJy9POYETYN+QfBrBEzbBRMtjlNdS9NQryPYrthqU1iOBxgWCJodBr8MOh+4oCMkL4cXHoRX34XIyyH8KjiSClYnlok0GKnyWpd2GPgfvuQQJ5tShRB1giTtQnhQPlaKOcocOhBGOesRXKAIGGMz8VNRFn95B9JA09Wp0o4AR4GGaTAwAD5u7JkY7ApW5cKH2fBCa5jTDboEOe7ZsLOerfzCb1Xq06iDEdEwPBuuPgoJVc0pAyGr8NSPPoDObuKGV8xs2V/+Q3Ua9A2ABVHwRirMtkFZS9OXhPpQP1+jwZ7ik9deuQdu6uf446JpEB4C1/eHnHVw7+XgXQg9b4OoKyA5DbKccDhT8rNVf4yGRgA2VrOf8SRSXObbEyGEqB0kaRfCQ9IxM4fD3EdDovFxa1nHAqV4x27jB7uNz7wDaKUz1LmEHaBLMVyWB7+08kx5R6Xgzzy48g9odbyqosapWDQggCDCCaty35oGr3dwVMTZllVxVZcSdMcHP+4KvQ/DdH7ooqxoXhV3pGlwXShM1eD5FJhvAWspD9NpGl3f0jA/7sMms/3kY2ePhJbxJfvT6eDtZyH5TzjyO7SLgauGwy1Pw+qNjk2s1aVpQDWKHcVh5PX8JsxPtfEhyRRUZY2NEEK4mSTtQnhAOma+5xg9CaMN7t/4eUDZ+cxSyNs6A/30ZSxwruV+UGA6CN+38FwMXyXDoH9gVCwMaQcbMkve19ARRhQNaFDtMaY1hSf/gzlVmZH24qwyAx00Ay0eNqGLq3xi+mB9GKfgqaPwoSp9BcrC8VDoDw8UV36mWtNgxTz4/i1oGAlDX4Ox02HWQpjzUzVr1VfzX+P8fUYSZ4XxblIm+ymqXidCCOEGkrQL4Wb5WJlPEu0JpIebN50qYLRSfGE28bbei4GGurXp9HRvHoVRoZ57EfsgBx5dA+PrwbjusCUbFiWVbGPHzn4S2MB/NRprbBzk2mBiYuXaD7kIQs84RHeg3oeOysg7UKXU9PE4eMcfnj0Ar5lLb/P6PRpJi/TMLazaTHXDWJj1Brz3MjRvBC9OhYdfhBET4P1vq9RV1Z7UadrEw6WGYEw7o/mMDJltF0LUWnVr15kQdZwNxavs5T7iaOuBGXaUYm5hPou8felpqLv/+U9Ohx1JsKijYw22u32YAC9ugekd4a5mp90wUGKZhkIRSih96VWj8e5vDrkWiF0PxdHwcgXbH/7ZA0WlLES3fO7HDwN0vB3n2KBaWXeFQ6QGgw9BQXOYdNo9TYOHr4fRO2CxUatWBZ/eXRxf3dtBQRGkpMPIt2HRUnjqThjYtxqdVlKjcLiwNXQwhLGNDIZykNk0RSelIIUQtYzMtAvhJgrFvWxhJI09krArpbi0II9VPn51OmGfXQivpMCsJo664u6klONrdzK83RLuaAb6E6+iCh5vAINjTmsPZFDAbo7UeOwAA3zdASathanF5bfdmADF/nBm3jl9sIHWUbpqrT8ZEApLouF/O+BlVbKLYAP82EHjRwX/K67+THWfrjDgQrh9EKz7Anq0hHuegiYDIDWz/LAPpcP971ZzYCs0sRn4UEWyDx23sruaHQkhhOtI0i6EG5iw8xA7mE4bonH/kpRipbixMJ85fv400dXd/+ytClKz4O1IuCEMDG6eDF1bDEH/QuNouLulo8rL6UKMEHjG+yErNgox1XhsnQYDomFuA8jaBXl2sJWRxC5+GhpEnn09Kgy8jNCqKAtVxcRd0+DCAPghCt7eAO/mOeqzg+PDhXjAptM4pmlYq7Uo/RSjAZrEwyvDIPEvaBIJba6FuN6QVwBFpfw64xrCtPurOaAOHnkPEvbqWEojcrFSJNVkhBC1TN396y1EHZGFhYkkMIbGhOPl1ioxAJl2O2OLC3nB25dGOn2drBIDYLbDrGPwwlEwGt27LEYp2FEMR9NhuAbDmjhOLz3BZIPDBaU9UqPI4s3BdH8yKpgdrwydBjc2hJhIiNsDW8uoxehlAC2LUneONgSUX1i1yu1oGlweDh/Fwdgs+NwCluNjdAQ+NineSLHxQ5Fz6p4bDODjDcs+h9SVEB4MHa+Gm5+A9KySbROOwK1TqzdORCT4Bzr+OfugYz4tuZ09pEriLoSoRaqUtE+YMIHu3bsTGBhIvXr1GDx4MLt3l/wYUSnFK6+8Qv369fH19eXiiy9m+/btJdqYTCaGDRtGREQE/v7+XHvttRw5UvOPj4WobdIw8xXHGEQETfBz//h2xWyLhf4GI93q8JIYgMMmePkIDN4DDbe6d2wb0G0DrM+D17ucff9APgzbUPpjs3P9ef2XOObtdF48j8fCWD/4N8PxZqZUoZy1PAZgHuCtFMssZVVfr9gdMTBeB6OS4FO74wCm7DzYsEqDZI11JkVulWpUVkyng/9+hSWfOmbiV6w/7aaG41TUarq/N1zf6dTPXugIxpsXyWHxIVj0L+TX/MMSIYSokSol7StWrOCJJ55g7dq1LF26FKvVyoABAygoODXFNGnSJKZMmcKMGTNYv3490dHRXH755eTl5Z1sM2LECBYtWsSCBQtYvXo1+fn5DBo0CJtNdu2Lc0cWFhaSSgcC6FKTjKKacpRijMnMYRtcYaybZR1PsNjh/aPQNQAW3QH9L3Lf2HNyYeIeeCkAJrQpp2EZtcLDw/Po3nEfzi5KMqoBFNpgcmIZa73LGc8KDLVby25QCY/Fw5u+MPIwTDbDwSMwZaQGf2pMzLNzuGbdl6lZQ1j0Adw44Iwb/pR9fGslDOoO9Y+X0w9Ez0Ri8cLEsLRCbv8Uxn4Gk36ofv9CCFFTVZp6+/XXX0v8PGfOHOrVq8fGjRvp168fSimmTZvGmDFjuOGGGwD49NNPiYqKYv78+Tz66KPk5OQwe/Zs5s2bx2WXXQbAZ599Rnx8PMuWLeOKK65w0lMTwnOKsfMOSVxDmEcSdqtSPGuycIleT3NPlFdxsof2wq86WBDr/rHf3w0PRsIjFdSD7xICt5RSjj2MYEJowrwdcGkj6BDhvNiGxkHE95AUBjPO3NtcQOmF1YFpmsZL3lWpH1O6h6IgPBXu3AHL8wAL3OSrI8HNmw289DDlKvhtdfX7uLFPyZ+j8eISvPi9WxIveMXRLMOXh96DzQehcyw8c1PNYhZCiKqq0Zr2nJwcAMLCHNMTBw8eJCUlhQEDTk2BeHt7c9FFF7FmzRoANm7ciMViKdGmfv36tGvX7mSbM5lMJnJzc0t8CVFbKRSPs4e7iPJIwg4woMjMsmIzt3sZ6GaoxlGRtcxPWbC8EVzi5qI7L26H5+rDgw0qWAKuINYbOgWfdZlszOxVafx7BFJc8NK15EL4aAU8dGbfPpS6PAbgOiBVKYZaaz4dPjgSFjeAXxVcsRDeuVMj3kfjllQocPISmbLodXBNa+f3258grsGbNR1yueQSO2vehKevgchg6DIMurwA25Iq7kcIIZyh2km7UoqRI0dy4YUX0q5dOwBSUlIAiIqKKtE2Kirq5L2UlBS8vLwIDQ0ts82ZJkyYQHBw8Mmv+Pj4UtsJ4Wk2FLezgz2YaFqlSthOGl8pLrFY2VhsZkOQv9vHdzabgp6bwFIf2rhxSb5dwfR9MHU9NDCAoZxXygIrXPBH6feMypv69k5c3baQRzvBTRshodC5sXYOg4394LPtMDLTETtQ6lKdk5TCquzs19f8DZ2mQd9Q+KMd/GGCuUHwSQgoOzQ7QpWr1NQmIRh4lThiKeRGMmneVNGlCdxxCSwdD61C4aKRkC7zSEIIN6h20j506FD+++8/vvjii7PunVmdQilVYcWK8to8//zz5OTknPxKTKzksYBCuFEeVh5iN2/RlNV0cPv4ucANhVZ25pg5FBJA6DmwLOb6A7AuApLiqlXspFqsdpiXAMmFkHcvdKtXfnulICeXUme18woMvDK7E3/s70w9fzAfAXv193+WStOgbSAsbw1zDsB7OafuHc0s/TFGYKumowjH3ocaU2DeAfpp8EYKfG3XiAiALCscc+dWJRf8O+KLjlk0IpY8BuD4h+dlgPBA+PxpSFvg+F4IIVytWkn7sGHD+OGHH/jjjz+Ii4s7eT06OhrgrBnz1NTUk7Pv0dHRmM1msrKyymxzJm9vb4KCgkp8CVGbpGNhFinYUHijc3tZx3S74imLjb02O6tDfAg5BxL2g4cgYwh0uRMMbqrcYVPwYzLM2gWNcJRYrNSbBQ3HcpQzBARYufv6g6RkajzaE/o1dG68J4fXoHcIzImCmOOzvsoKHR8oq73j39C/leIle83LGmbnwRUPwXVhMEUHzx2ChwM19Dro5a45Fh2l/jNwBg2Nr2hEEQlspejUda0K/44IIUQNVSlpV0oxdOhQFi5cyPLly2ncuHGJ+40bNyY6OpqlS5eevGY2m1mxYgW9e/cGoGvXrhiNxhJtjh49yrZt2062EaIuScfC2yQRjhdzaU093FupJQN40WrnvwIL83wNNCtvLUcdsacYHn8XAgPhp6/B100rjWbug9FrYdVAeLwKH5aEeMEVpc45aATrvNmUlcHXx4A4+OIbcMJS8lINjocbT2yGNZffNgC4Cg3NCUtkvI3wyI3Qvzc8FA+v+8GIZCgM1sgzafy8osZDVMwOp+XTLnGVLZBbVuSz+F/XjiOEEKWp0irRJ554gvnz5/P9998TGBh4ckY9ODgYX19fNE1jxIgRjB8/nubNm9O8eXPGjx+Pn58fd9xxx8m2Dz74IKNGjSI8PJywsDCefvpp2rdvf7KajBB1RR42xpFIGlbuo4J1FC5QpBRPmm3sNNv5wN9IV2Pd33QK8M9G+O1P+OE1iCn9Aziney0FJq6EDy6o+mOjveCJpmdfVyjiwgq4s4k/C/fB1Y3hrVdh1J2Og4NcKghIL/t2mKYxXINRFiurgQuN1Q/I3w8+fOPUz4/FQGAyPJgEmcHw+F64biWgwfB7oFkpVXacYWciLFwLN/Ryft8aGi8Tg5YJwzcUY+xi5jIPbTQXQpyfqjQl9/7775OTk8PFF19MTEzMya8vv/zyZJtnn32WESNGMGTIELp160ZSUhJLliwhMPDUor+pU6cyePBgbrnlFvr06YOfnx8//vgjeifM+AjhLjYUY0jgViIYRwNaeeDwJJOCtYUWPvEx0OMcSdj32GFiAjzQC3p1c9+4/QPgxwFwd3m12M+gFNz0F+XUB9coxED72HwiAqFzMAS9AjfdVvN4K2Sg4ld4pdim6dimc/6nM3fWh+/rAZmQeCMcuRT2J8BtI88+zdQpdHA4H1bvcEHfxxn1cNcFkGI0sA1v1w0khBCl0FQd3Nqfm5tLcHAwOTk5sr5deIRCcSO7yMDOCtp6Jgal6JJm5udwI/X1dX9JDDhKJG5U0P0rmHAURo/wdETlUwr85kIjf9hZSt3ufGxM5SDNKOaf5e1YUAAZmsJ2k4n+ffUsXWp0WWxHMsFuhQblfABUrBSTgTDgMc4uIlBTSsFfOdB3NwzrAGOLIb8QbnoS0jOhXQv48QPnrAnfdwyaj4KnLoUpZazldwaLDb4vgMlB8BqKy8Dte1iEEOeOquS058ZfeiHcqBg7t7GbD2nGUlxQHLoSCuyKTqlmVkV4nTsJu4IEK/ReA7f/Dk8P9XRElaMB/mW8zioU0fhzPa14+2JoVw+sTxWihnqTnO7a9TFxYeUn7AA+mkYYGiPyLayy1HxD6pk0DfoEw8/N4N3D8GUQxMXC6vmQmw6r18GDL4GpgvX3laIHQnBJBZnTGfVwQxA8CjyLifXYUGWdYiWEEE50bvy1F8JNMrEynmTy0fBGh5cH/hNKtikezLbwa4QXAedAlRiA/Qdg63Zo9hvor4WG0W5Y8+0k/nrYMKCsuxqJmPmGvRh0oFsPvO4PIRo8XDv+2YUpCPI1YDe65t9lTYNQX4gqgKEH4bMi0HtB5lbI3gQ3XQ6fLnLigG7In3XAfcD9+PAIFtZjksRdCOFykrQLUUmpWHiDJLrhz8+0JKjc02tc44DVzv/yrYwJNBCjrx1JnzPM+gR6DAf7SmjbBia85umIqqDcXE3DhgF14qX2ByukK8d6lFriVh3cWmxldaGFQhetlrzAD0Y3Awrh/m0w13zqEKirLoJHbq35GP7e0NtFJTXL8iRwH748SJak7EIIl5OkXYhKyMLKmySThIUWrioGXYEEq2JuoZ3Bvnrau2hW1FNavATGMeD3KTx0r6ejqbwZe8BSTvlGhSIAO+0J57ff4MABM0NjFPpYSMuDr7a6L9Zyeet5uchKht11qWcPA3SOBcLhof3wlpPLM8YEwkuXUs6mYNcYAUQQzcc4+dQsIYQ4w7n1l18IFzBh5xkOk4CJV4ijFW4qGn6aDJvi7Vwbg3x09PQ69/6znXUACt6HuTPhsYc8HU3lTdviOEG1PGb05GAhMhJef92LCQM0DIcgLQy+qCVJ+/1GPa1c/MlRLz/oFgAshPc0aH5uFDsCYAwwiVTeJsPToQghzmHn3l9/IZxIobiVgxzAxDs0pJWHZtkDdTAiUE+3czBhfzURNicB6+C6qzwdTRVZofz3cBqF6Eggny5d4LbbDPj7a/xxIxDsnhAroysQ6WfgykwLFhcWFHvJG7qsgXez4Fr3nkHmUv2BjwljFYWeDkUIcQ479zIAIZzEhuJaDjCTBnxPC+I8WJfZS9NoZjx31rCfYFNwKAsKx4IhF5dX/nCFvYPLvqeAGHy5hVOnR2satIsA/UH42Qqv/+nqCCvH4Ktjp8212ynjAX8D7AgHyzm0CFxDoyU+7MKPMaRilxXuQggXkKRdiFLkYuNuEkjDSjB6Aj2w6fRcV2yHcftgzk4gGxJ2QF2sXhlSwYzxfvKZT0KJawFesPkxsJihyM1rsMuyVNOI0zSSba4fSwVD3HYXdGyAfAUFxS7ouwIRaHxNID9gZgqZFLt7cb0Q4pxXB/9ECuFaaVgYQzLZKL6nCd7yn4lLrMiGWSkQ/Q10CgRvb+ccsuMuWzOguLxNqAr+OmoigTUUkl3inqZBgA3a6OCwNxzLd22slaEBKsRApzSTawdS0BOwhsPGAif3bYOPfoIFK53cbyVoaHTAi+mE8gV5fEyuJO5CCKeSbESI06RhYQLHSMHCdOoThetOrDyf5Vrgp2RomQxNMmHGVAivRWUQK+OZNZCcV/b9j/+FGz/XCCeQdkSedb9RGLx+KXy2GZ7/BNLSXBZqpd3tpUNvd/E7Jzt8AxTWg0eOOrfr+Hrw2CBoFe/cfqviUvx5jQhmk8dR3PCxhRDivCFJuxDH5WFjLMdIwMKrxNDcQ5tOz3UWOwzbATPWw/KJ0DAemjTydFTVVMZ7urc2wJNfw2sXgEKPVsZLbYcgGNQC5nxZxLBhFoYPV7hwH2iF3gDMPnrezHFhsmmEsW/BOCAxFD5Jd17XbePg/Yehj2cOKj7pagJoRRBTyMEi69uFEE4iSbsQxxWh2IeZSdSnjQfKOp4vbMDcfcDbcGNreHsCxER7OqrqmXcpeJ2x3WHCMhj3LXx+OzzQW5FGHlsofRq9aRj0CgOuMnLJ7Xo++SSPW2/1bJJnCtLzRYFrl3V88iXcb3fUqv8t16VDecwLBLBKFTPgJcV9kz0djRDiXCBJuxDHhaNnPg1o5sEqMec6paDzBoi/Aj4dA/HxUD/G01FV3wWRcOJgWqXg3X/gjSXw+R1wTXvQNB1tacD9tC27kzwgykD3i3Rs2+bPlCluCb10msbG429ClIum/L/6H0TFQIgGP4YCdjz66YKrtEXPYi2a/cNS+PMKRaP7oOF9sPCvc/P5CiFcT5J2IY7ToxGJwdNhnNM6rYQMEyxNhwXfwFuvezqi6imyljxUyWaHr3bDs7/ChzfB1e0clXAUiq0kMYddZfY1uh/cGg49fwD/enri4jy3G1fDUZZxq0HjrnTXLJGJjgS9DXQaxGjwVTK8mnRulYA8IQYD/9WLpn5bM5s/gicGwMPjYcs+T0cmhKiLJGkXQrjFoULIj4d9F8CRgxAfA4Y6+h5pzBr4PQFQYLfDzzvg4c9gfF+4s4cjIT3BCyOh5Xx6o9eBrgisBbAz1/OzsDqdRtMQPVZXFs0/8ZfnINinw6vJ8FO264bzJG9AaTk8bLRy/x2KjJ+hU3NPRyWEqIskaRdCuNy2XLh5DzQLBuywcBF8+K6no6qZC+uDvxG+3AB3zYIxfWH4pWe20ogklF6Uv2i/ZzyE/A0XL8bj2xaDcFR3SbTq2GF2TTRX9z/+xkYBx4BD8Hch5J6DxVZ80bGQMIrIYTQmkjwdkBCizpKkXQjhcl+kQNNw+CwUgrzg3Xc8HVHNjekOX/4ND30G46+D564orZUigQx+4FC5fQ3vA423gf0wTN3jknCrRg9/G+FrF9WP/3Ai6PWODcg3NgVWw1tH4YjZNeN5WgwGphFEHlZewcoxTwckhKiTJGkXQrjU6nRYaILbwiDyHHnFuac1/LwexnwHs++FoZeU3s4xT+2DkdCKO70Z7H4wZbfz4qyuhnqNEW6oeFo/Gm68BlgBbIWRybXnhFhna4aRN/AlDUWKxz9PEULURefIn1AhRG20Ixfu3AeXxcHF51AVzWX/wqcr4ctH4JYuZbez5Hmx7uVe7PupfoV9LhgCQc0gdTPc97fzYq2OEKCXF7xvgaWFbkgwDwEZ8FsqWM/hfLY5emLshTyiismRxF0IUUWStAshXEIpyLNAD194KwSCz4FXG7uCT9fAyz/AJ/fDle1Kbjo9kzHAQufnNvNXvWzeX19+3y2CHRtzrQr2ZZesTuMJ1xs17jVAjovj0OlBp4N5LaBFB2jWGywW147pSZO1QAJVIV1MKZg9vetYCFGnnAN/RoUQtY1S8N826DcYYrzAx3NVDJ3GZofvNsETX8C02+D6zo7KL+XSwMsPItBRmAlFFSSjsRbQN4C92+CJf5wWerV4aeADpNvARftRAbhlMIweAUVZELUH0hQ0uxYOH4GsbNeN6yl+mo6lWhg5d0XT2Vb6oVtCCFEaSdqFEE6ngK5joN0CeMfDR8o7g1Lw3S64/1MYex083Be0Sr4RicXI7B6BJGbAjD/KT9w3XgOh0TBmACTnwpEC58RfXY2DNMbmaOxy4QZRTQPs8MhQ+MAX/H+D1Flwzd3w8EhITnHd2J6iaRqaXUPpItmirJ4ORwhRR0jSLoRwurkKvKfBzedINZDZa+DeX2Hs1fDsZVV77EEsfEsufZrBO7/DWyvLX/qSkQhvroe8Alh4uGZx19R9Ruinhy/zwOSmlRwPFEFMFHzxAaQchWfGwtFzMXG3weUoHlQWVqtzsNalEMLpJGkXQjjdi3kwzRtGN/Z0JDU3aQ0MXwHvDIBRA6r+eDs67MDNPeDdW+GdX2HUr6W31WvwRktoaoTbm8PXu2FXTo3Crzl/GJ8NxS5c237NVdChneP7iTGQkQLLW8K7k6B3D5jyLgx91rFE6ZxhB97TcbXmw7N2CyvtJk9HJISo5SRpF0I41ZP/QvoWuL/igil1wjcHYP6tcH/b6j2+MUZuJgiAa7vAT4/CZ0tLb6vT4J5OsHUX7EmAegGQ6OElMq8GQmO9a8fo1R2aNHJ87wV8EAJjLbC6PTzxENxxM3zxNVx/t2vjcCe7L3z9M4zSNC7Dzja7LJMRQpRPknYhRI0pBbNnQ/xYmJkAq9qDi/M8l3tvAzSYCeP6wqDGlV/DfjoFHMLOLxSevNazKfz9HPR/2/F7O4sBcsIhvwjicuHOHyDRRYccVUZbPQTYoVNCGfE6Uf9BUFgIPb0gKwn2KseYnTvAf2vgjTEw6DbHtTpfeOX4fyBBwHM6H5Kx8ZfdjKrzT0wI4SqStAshamzlShjxNBxJh8UXQreQ6iW5tYHNDtlFkGuHCf3g8gaVqBJTDjtgPq0mt6ZB/RDYsBMGv3P2xtT6frB8MJisMGEQtI+FTJNnk9TAKDjq4v0J/j6Qmup4no2N8FM4/O9vmJPouB8bA+1awyvPQWhjGPdWHS8NedrEur+mwwuNGyyZbFNWSdyFEKWSpF0IUWNdesPjf0LslRBsrLsJu90OP++EBhPBxwvubFV+HfaKKJtGTEYQtxJY4nqAD/w7HrYkwevLSj5G08Cgh083way10CwPeiwEswfXc/8VAAEa7HRh4v7ZHGjZBFDHfwfrwH4lHF4MBcf3aWoadOsMn38I3/4Af3m4LGZNtGkGnHbg2FhDIHfofLnUko2sbhdClEaSdiFEja3NgLd2wti20CXU09FUX5HVsRxlzDUwolPN+7MWevHboqbMIe+se02j4KvHQF8Eh9JL3osMha7HS2V+eAfUV/BdQs3jqQlLAAw85Ppxvv/p+KcKCmgKryrYdMav7+orYMtquPhC18fjKsvHnf3mdqoxmGibjp9skrYLIc4mSbsQokayzDB3P/QKha51OGGfvhImrYcJA+G5rs7rNwo9F+JT6r0eTcBbD08thKO5p663CoGHW8Iv22F/OoxoDo+vdl5M1fGsmzYWP/T4qe97DYAu/WF2CuSdJ/s0hxj9GGLK40NLkadDEULUMpK0CyFqJNsMW7Lh/R7QNczT0VTfjC3QJhyGdnJipwqKleIYZa9RvqEbpGXA3fMh77QJ1stbOl6gD6TDkxeD+QiM/NuJsVXR00C6GV51V810Bb3s0Lk+fJIJ+edJKfPHDD7M8A7kFXMB08yFFT9ACHHekKRdCFFtJhMM7AVRn0OnOjzL/sQyeO8auLml8/vOsdrZRdk7JlvHwucPQ1IC9PkY7Mfz+yYR0CwGHn0MkpNh2T2w9Ijz46s0DQrDYaULS1B+9zVs+KvktVf8oVMAXLYBbOfB/kxN07hR781H3oG8ZTfzPudScXohRE1I0i6EqBazHZosg93bgTRPR1N1duWo0PLSXzCgEVzasGabTsuiKa3C8pcNImD9K5CyEyynLQMx2CHhGjAHQpt6sHc33FVGjXdX8wK2hjl+b1YXJc8tmkO7tiXXescBIU1hl5lyPq+ooyylV8DRaxoD9V5M8w7ihc81vv7d/aEJIWofSdqFENXS+TdI7uHpKKpv3UGIGAtx/nBtU8dppK7QEgOPElBhuwAfiPGChk9CyvGNl5Ovh/71ICkfAr1g/WOQng/ZHtinqGkQqMGfRTAiyb1jL/eD6DA4UuzecV3taDFc/HDp9/SaRqjdhv+txaRfqnBxxU0hRB0gSbsQosq2ZkFBI7iw9P2VtZ7ZBnuK4KXB8Ggn15ao3KlZmUHl1pRsnAjN68HNsx0/axpQAH1/dXyyEQBYUmHRAZeFWy4fA3SKdv04RUWweeupnzUNLmgJndbB+nOpsEoF6/Qv0xuZrPdmEoq5SpWzyEoIcT6QpF0IUWUvH4Y+0fCT0dORVJ1dwfv/QloBPOuGTwoiNB3d8apUW4MefnwOLoiC5dsd165rA0HHp1kbR8Dvj8L9rV0UbAWidPC2D/xXDFtdWNzk6DEY/VLJa195Qz5w4z+wxENLhJzOSIVHB9+q6RgHvA6lFA4VQpxPJGkXQlTJDxmwORJeCIQAI7z/Pgwf7umoKm/07xDsDaPctLTHbi9x+GWFQvzgms4w9FNYvguG9oOwXHh6nctCrBojrLLBX/nuHVYDJsVD4jF44k/49Tf3ju9sOg0m3A8YKm57l6ajvsXEi0qde+v6hRCVJkm7EKLSliXDsEPwQDA00oNeD489BoMGeTqyynlsMVzSCO5t76YBFaTZTPxDRpUe1qEBXNUBHpkHGxKBfPi0lswud/WCEcHuH1fT4J44IAD26eDxobD6rwofVmvpdHB3/8q3f09vZGFxIXcoSduFOF9J0i6EqBSlINUfbo6DUX7g78J14M6mFDy1DOb8Cl3quXYN+wlWG3QfDkop7BUtXj5DsB+8chNcFA8DZ8CRjxV8kEZtyNdCdNDUB55Pg7Wumm0v43mGGuHnrsBlkNAfrr8J9u1zUQy1TCe9nvXevvxgsnCL5Tw5aUoIUYIk7UKICtkVrEqHh3ZBVCj41qGE3WyDN1ZBxwjInwL1Al0/Zm4hxN4HBcXQQe/HaKp+nGiAD8x8BPpEwD8rNExPR9BlvPNjrQ4fHygygMmVbyJK6VuvQYw3+BfDmFFw6DA0berCGFxMp0GgX+Xbx2kau72NFBj0ldzaLIQ4l0jSLoSoULYZrlwNw5vCM3Vo82mxFb7YDt9uhHAFRr17ZtkvHQMxQbD9A/jPVsh4kqvVj14H3z0DN04BMxpWXycHWk0P+cB9vrDX5Khq4wqBgRAbe/b1zsHwQVt4Iw+WWd3zz9NVosPh16mVb69pGnGaxgvAg0rVxeMRhBA1IEm7EKJcSsGiFGjZGiZEeDqayrPa4b0N8NUG2PSUY3OnO/y9E7o3gVVvORLKUAx0wL9GfV7TGXTrIFsHq2rLchB/eDgJjrlgpUaAPzz/NDw9ovT7jXyhdT6szILcWrBkyN0igEQFo5UixdPBCCHcRpJ2IUS53t4GwxPh8caejqRqXvsTxn8Pd7Vx35grt8Kj78CDV5xa9uCDRnhlSoSUY/qD8OJgOLIVpi6veZzOcI0/NNThkmNK69WD558p+/6F4XBtBEw+Aknn4alDLTWNGRrsUbC9Nmx0EEK4hSTtQohyvVMMXs3gEW9PR1J5Q3+BdlEw/3a4vZd7xlx/AB6fBZd0hKYnlrBrkKyz8nsNVyBrGrx4M0y9CXBhffSquNobGkbAo4fB6oG88a446NYQnkyFIhct0anNOmsa3SxWXrXZOebpYIQQbiFJuxCiTPeugGPesKIOLYsZ8jN8tASubg4DOrhv3KOp0LsJvHoXhAYcv6igrdmHEdT8F2jUQ/82sGwLzFhZ4+6cox4sznPJZHuF2gVBTDYsuxNsteSNjLs9a9RjK7JxsU1xHn7gIMR5R5J2IUSpLHZIjIetLaFdBac21gY2O7ywDC5vAmlvgp+bN8wO7A4zHoeQgJLXdyoT71WxTntZtAAoagSj5sKCjY6qPp60WA+xOjB5aKZ7QTNo8RM07kKtKIfpbjE6HUsDjKhcM02VwnQ+/hKEOI9I0i6EOEuuBe7bAK8EQQuv2l+hw2SF2Ztg/t8QBAT5uD9mox68vc6+bkOjuIZr2k9oGwZf3gZmX7j9ffgvySndVpsfEN8QGm720Ph6iNsD+RshyeKZGDzNT9PYGeKFH9Ddch6uExLiPCJJuxDiLJ8mwb96CPGv/Qm72QYfrYfVeyDhJejf2tMRnaIZFF7hkLw5gsNOmGzXNMAGGIF8WLsdPH3OzpoQMFTt7Cin+r0b6NPhYg+/gfEkTdNYDxRoGls8HYwQwmUkaRdClJBYDCv0MLwVdKgldcHLohRMXgOvL4YB8Z6O5mw6fzsBV+Sy8BtYuNY5fTYNgJ6RcGVHeOlzmLrM80tDig3whQeLhj9shpwI+N7kuRg8zQvobbFzrx3+9nQwQgiXkKRdCHFSejE8thkyNbioDlSLGbUYJnwDH1wPd13o6WhKo2GI8WLgo5CRAo/MgLTcmvXYMR6ubgtmL3jxVhj/rXMirYnCWJjkwZnu8c0gPQHe9+CMv6f5aBrTfQ1coOAJO6z3dEBCCKeTpF0IcVI+kOIHM6OhtXOWYbvM49/De7/A4iEw2E0HJ1WdogUW3o6H+66ETTvh6glgrumSFh0s3wEXtYefRsLNbzsl2Gr7Psyz43tpML8B4OPZODwtTINxOuiiwX5PByOEcDpJ2oUQAJhs0Gupo/pJs1qcsCsFIxfCdS1h/zjo3cLTEZVNobEXb+YDTWNh8XhIPQhth9es8suIy+Dajo7fRc/m8P3fcON0zyyT0TTopcE2DYZ4KFPUa9A9C/68Al7Z5vnlQp4UoUGjQhtDiu1sVcoj5TiFEK4hSbsQAoD6n0N0d/itFp98arbBhD8dG0/DfCE2tPZvlLUAJ1bERATDvs8h/xi0fwbyqllfPNAHfI3QfRLkmWD/h7BsAzw8D4o9UEVF04NfQ8jy5JpyK5jS4bVd8MlBD8ZRCzzvp2OwyU43i+KgUqjz+V2MEOcQSdqFEOzIBjrDpigw1NIkuNgKH6yF6b/A59dDj4aejqgSFPgqRexplwx62PcZkAnXToKkzOp13TgSvJoAemgQCcvHwpK/4KM/ax52VYVq8KcRsjQ46sHEPSgMYpvAwQLI93BVHU/SaxofBxu40QptTXaZbRfiHCFJuxDnuVXJcMUaGBDl6UjKZrXD+2vgzSUw+Ra4toenI6osRaSy0/eMq/4+8NtEsOXBe4ur1/OEm6CFHyzc41gO0rU5fPwY5GVCSlaNA6+yUG/I84ZZKe4f22aDH3+EC4zwVASMOwD/Zbs/jtpmvp+Oe3z0fF/bP44SQlSKJO1CnOem74MjRfBBLV5q8soyeH0RTLkK7uru6WiqQuOAZmR+KXfiIuGj4WA0w5i5kFydGfdMeHzpqR8v6wxHs2DUbMjOr27M1dPIAEMDKm7nCmYzjBzp+L5PNHRtCDMPQv55euDS6WbY4b5PFLPy5OAlIeo6SdqFOI/Nz4M1Jpje0nG6ZG30xCKY8j0suB9u6+npaKquqc3OfWXcaxkPd1wGqzdBSjUOX5p6PQScUebw4Stg6wG45T2wuLsEog/ML4S/a1jWsjqio+Hll6GnF3SMcRwQVnAeL5E5QQ9MbQGjLXbezzuPa2IKcQ6QpF2I89jOBHi2ATzSGoy18NVgyBcwaxGsfgYu7+DpaKonUdPzUzn3W8TD/BfgpQ+h/ciqVZW5pA3ojsGlC05d69AYfnwFtu8G5ebJ1asC4GIjHC1277gA/v5wwQWO78dFQEcfuCgVbOf5gm6dDu6+AKYE6tlirKUfpQkhKqUW/pkWQriaXcGCTJhyEBoYwaeWzbLb7DBmMXyyDv4eB/9v777DoygbLg7/ZtM7CSUh1EjvHaQoSLMhtleUYsWCIIqiKKKCDbABKoiCWFGxYpemgiIqSFGaiNJLCCWk1935/shnFGnZZCezuzn3deV6X3annAyYnDx55pk2vnDT6UnkFhqcbhC9RlV47zE4uhPy8t07/p+Pwp//mcNepxpsmQENb4W8cpwiEuOAKg4YvAk2ZZXfefP+c/NrYgBUCoCteyC3gpd2gCDDICkQ3jBheo4Lp1aTEfFJKu0iFdBvuXDjZphcDy71siUe8wrh2e9g5iL47EZoU9t759qfimnCjt8Nku4KY0wJhrwjQmH7e9BjJGzbX/Inp0aGgDMZ9v1nDntECAQBLR+AA2nu5y+tuCrgCC/bOvTuqlXr+Ne+7Q1VkqFuBV/+8W/dDIOXQw3G5Ri8kwUFKu4iPkelXaSCKXDBj8lwYTaMbOZdhTi/EGb9CE8vhpmDoZeX5XOH0wVdxhisb1TIhPySDTsHBsCXT8FVj8IDb5bsPAbQsBIM/PQ/rxuw9nmoUgj/mwJ/HnArfqndGQ3nhsKKNCgsp17ocMBZ/1mixzCgRzUwNpdPBm9nAIMMg0lxBndkw7wscKm4i/gUlXaRCsQ0YcoheGgzXFDj9NuXJ9OEpxbDY1/CkxfAle3tTlQ2s74qKo5hI9zbr3IMzHsAqoXA1I9h58FTbx8YAG8OBU4wjzwyDD64v2jayptL3ctRJhFwy1bILqf7HoOD4ZVXjn/97W6Qlwnv7C6fHL5gOPBorMGIrKIHf4mI71BpF6lgJu2Bl5rCtU3tTnKsuz+FJ76Bl66EIV3tTlN2E16GJ0dAXSOAQYEhbu17RiIM6gOf/wB/lKRwuuCP7TB3w/FvVa8M1/WEz76DX7a6FaPUhteAxODyOdepOIBHWsEdG2COVpIpNjwIYuPgrlKsWCQi9lFpF6lALtsCjk1wWV27kxxr2BswYyEsHA6XtLY7jWd8PhEG9YVk08WKUqy92KQOzL4T3loI+05TrqpFwri+8MO2E7/foyW0qQdDnoCt+9yO4rbeoRBrQr+1Rb9BsdLgwZCTc+L3DAMGJcHBo7DsD2tz+JoPAuGVdLjmoKbIiPgKlXaRCuLyjfDFcvjtYruT/MM0YfRH8Oov8PP9cGZduxN5TsemgAHppsk2V+nWXjwjEaaMgIvvgdxTrCoTEgQtagCuE5fkKjEw7VZomAiZ2dYXaQCjBazMsP48a9bAqS5v5RD44iwwj5TP5+0r2gO/1YR52XBT3mk3FxEvoNIuUgFkOiE5F/4YDDVsemrlf+UXwqQvYfaXsPQ2aFnDd286PZW2AYFMDg0v9f5x0fDjbGhzI6SeogQHOeGtH2HG6hO/HxUG8yfA0Gdh+wHrC+y6KIgEUsthWsq+fSf/t+MwICEMPtkHj2yGfD0YFADDMKgfBCvj4cAhyNZ1EfF6Ku0ifi6lEK7/Aw7thTDTO4pxXiG8tBye/RbeGAGdG3pHLiusLHRyT3bZnjYUGACrXoJrH4E/95x4my4N4IlLYed+SD/JdJEABzSuDk1vg992lSnSaQUYkB8GbVdYex6AwMBTv9+2MkxvBBPmw8KTTCGqiAzDINJhsDEP7kiBI3pgqohXU2kX8XPvH4SdefBxL4gv/YCvxzhd8MK3MOlzeOZiuKSN3YmsZQKYZf+JJDIMZtwNMz+CX092Q+kRePp1WPXXyY/z9v0wpBP0ehCWrC9zrFO6vLW1x1+6FNJKuAZ9Ujo0eQuWLoN0LZtSrH4wvFMdVubChExI1RQiEa+l0i7ix/7Kg0+3w7VB0CTC7jRFHvoCHv0Spg6AIWedfntfZgK1HA4uCT7NUHAJ1YqHmy+B+ctOXNw7JUDnGhQtyn0KL42GG8+Cx9/xSKyTmhkMR/NhjkWj+lOmwP79Jdv2rLOgXz+YMhv2p1iTx1d1DIMZ1WBpDuzUKjsiXkulXcSP7cqFgDC4oKbdSYqMeB2mLoD3boErO9qdpnxkmPCX03PDl41qw8C+8OoC2P6fwtq2LbTrBA++BymnGIEOcMBD18CVneHFzz0W7XgOSKsD80pYrEtjxgwIDS3ZttddBx1cMHwZ5GoqyDG6hcMrleDZFMjU/HYRr6TSLuKn9uXAdUuKpgUkxdidBka8DS//CMvHQK9GdqcpJ06TQ4cLWFfg2Qn7jWrDPQNh+GRIy/zPm6Hw41+Qc4rVZgDCQ6BRTRg7G97+xqPxigUDSxKtOfbfzjnn9HPa/9a0KcTPgG+eBqdWTDlO+1BYmwOdUrTSjog3UmkX8UP5Lmi0GhoGwBSbH1TkdMGDbxaNDP94H7Sp7b83nf6baUJeMnR8MJipUQEeP36NKvDhE9DpJsj5VwF9uj+c3bJoJPl0xeuslvDwtXDTTPj+d49HxGFAPQd8ewTu2ezZYxcUnHqpx5N5rx3Uz4Lck9ysW9GtOAMOH4Eml9mdRET+S6VdxA/tyIa4P2DRxRDimenUpZJbAM8thBdWwSdjoW3dilHYoeiHlXqDYOX4PO7MsGYuRngorH8T6l0Mew8WvRYSCIEuaHw7nO6ZToEBMPJSuPsiOHgICiyYzxwYCtWaQ56Hp1w8+CB88YX7+4U5ir7x1aql0eQTCXfAriaQ/j7stTuMiBxDpV3EzyzPhHbfQo94ewtyfiHM+gae+hxmDIE+TezLYptCqGQYtAi07i/CMKB1Axj/Mmz4/1VjOraAsLCS7//wNfDc+/DOd6UbvT6Vmg54PQx25sJuLxndPvtsoDl8953dSbyTA2icDhfkwwa7w4hIMZV2ET8zYiNcHwuvXWBfBtOEpz6Fx7+AJwfBVRXkptN/cxhw8xVQyXTQJMC6L7WBAfDl83B1X7jlcVi7BSZdCFUrwcxFJT/OFd3htudh+lcWhAyFT3PgqwOePWz//hAX5/5+s2fD8Ofgpps8m8dfBBrwYSVomAe3FMI6uwOJCKDSLuJXXtgNuzfBIx3sHWUfPRue+Bxm3wBDbJ5TbxeHAx66DXYUwnvZ1s/DaFQHhl4MH34Nm7cDVWD8uyXff8RlMPs2uG8mPDTPs9mahsPAap49JsDQoRAfX7p9H2kLB7rD1KmezeQvYh3wXAScAdyaB5u12o6I7dwq7TNnzqRly5ZER0cTHR1N586d+eqrf4ZlTNNkwoQJJCYmEhYWRo8ePdi4ceMxx8jLy2PkyJFUqVKFiIgI+vfvz549J3nEn4iU2JxkeGglTOsMkUH25Rg2B2ashEX3Q//W9uXwGs4Ajzxc6XQSqsANF0NaBvxvDLxwSclXVfnbgJ7wyQT45FvPZqvhgDND4YntsK6ED0M6lYUL4c03y3aMkCCYdQ88kgvTNQfkhKo74KkASAyEZA3xidjOrf8Ma9asyeTJk/nll1/45Zdf6NmzJxdffHFxMX/yySeZMmUK06dPZ9WqVSQkJNCnTx8yMjKKjzFq1Cjmz5/PvHnzWL58OZmZmfTr1w+nUz/Gi5SWacKuDJjUHgY2hEAbvsGaJtz1Ery2FFaOh071yj+DN+oQbPB0bPmd7/Hb4JsX4YEn4EgG9Hig5PsaBnRoBJu3wk1Pg8uDvyAwqsC2UM88jfTgwZI/VOlkAgxokwBpibAjQzelnkyCAdUPwuXZsNv8/yf8iog9zDKKjY01X375ZdPlcpkJCQnm5MmTi9/Lzc01Y2JizBdffNE0TdM8evSoGRQUZM6bN694m71795oOh8NcsGBBic+ZlpZmAmZaWlpZ44v4hQ/2mmbEXNP8+E/7Mjz7lWlG3WSaP/xhmi6XfTm8yd4Cl8mfLvOmg+V/QVr/zzRpY5rNb3NvP5fLNH/90zSjzzPNR173XB6nyzSHrjPNT/abZmEZL8ebb5rm44+X/d+Zy2Wan+0wTWOmab62uWzH8mdOl2lenGmaQYWmuU//bYt4lDudttTjcU6nk3nz5pGVlUXnzp3Zvn07ycnJ9O3bt3ibkJAQunfvzooVKwBYvXo1BQUFx2yTmJhI8+bNi7c5kby8PNLT04/5EJEi2U44lApTm8LFNoxu5xXAyr+K1gV/4xbo0qDiLOt4egaRLoM6jvK/IGveg05NIPsgbN1V8v0MA1rWgw8eAZcTjnjoy63DgDMSYfB6SM71wPEcZf93ZhgQFwY1o+GvNMj0wG8B/JHDgI8j4NwcaGp3GJEKzO3Svn79eiIjIwkJCWHYsGHMnz+fpk2bkpycDED8f+4Kio+PL34vOTmZ4OBgYmNjT7rNiUyaNImYmJjij1q1arkbW8Qv5btg6p+wOBVuamNPhn2pcMlUSIyDS9rZk8GbVQ+AniVcftGTDAMWvFw0JWXwWFj3h3v79+lQVNrHvwqpGaffviTurwptgst2jMOHYflyz+QB6FINRraFR9fDxsOeO64/+jQCzCz4zO4gIhWU26W9UaNGrFu3jp9++olbb72Va6+9lk2bNhW/b/xn6MM0zeNe+6/TbTN27FjS0tKKP3bv3u1ubBG/lO2E6Tvg6ur2nP/B1+Gl72Da1TCksz0ZvJoJW/NgjgduviyN0CC4sx/khsLH38JvpSjuy9bAXbMhN99DoaLg8T/AWcrJ0du3w0sveSjL/+teC9rVgOkvwL33en6ten9yTyEMPQpz7Q4iUgG5XdqDg4OpX78+7du3Z9KkSbRq1Ypnn32WhIQEgONGzFNSUopH3xMSEsjPzyc1NfWk25xISEhI8Yo1f3+IVHSmCVcvhaqH7ZkWM+JFeOYb6NMUBnQq//P7DBe23b0XGgjXd4ZD0fDOMrjhYdjmxmMuu7WCV+6Db3+CKyZ75mbNSQ3hvd1lu8m1e3e4/PKyZ/lbxwhoEQpzK8OTM130728yerTnju8vDAPGxMADwTAmD97JszuRSMVS5jUmTNMkLy+PpKQkEhISWLx4cfF7+fn5LFu2jC5dugDQrl07goKCjtlm//79bNiwoXgbESmZc9bDst/gU5seorR0O/zwCPSsiE86dUPbUHisqo0BHLA/G/p0g6rR0HMkpGeVfPf2TWDps7DiZ8/E6RoJoWWci16zJjRo4Jk8f5vUEVo2gB9+NLj/fnjhhUIaNYKXX/bseXxdkAG3hMG9QTDSCV956jcwInJabpX2+++/n++//54dO3awfv16xo0bx9KlSxk8eDCGYTBq1CgmTpzI/Pnz2bBhA9dddx3h4eEMGjQIgJiYGIYOHcro0aP5+uuvWbt2LUOGDKFFixb07t3bkk9QxB/lOmHbfth1G9StVL7nfvR9iLsR3hoOrWvrptNTCoB1e2D8BCgotCdCs3iYOwSiY+CDKVAtEGr3ghw3bgatWx3+mgdNBntmmkxINJyxoHT7OhwQXMZ58SeSEAGV8uDcVIOOZ8KhQwHcc4+Lu+92Eh1tsmGDSXY25OR4/ty+JsSAEQ64KQwOBxX9MklErOdWaT9w4ABXX301jRo1olevXvz8888sWLCAPn36ADBmzBhGjRrF8OHDad++PXv37mXRokVERUUVH2Pq1KlccsklDBgwgK5duxIeHs5nn31GQECAZz8zET+Vkg/nfAeBeyHczYfnlEVuPvyxFwqAebdD6zoq7CURHAgffwETnoUsGwqfwwEhETDpK/hyNfz8LtSrAfX6wZ6T3/9/nPBQyM+Dc26HlKNly7S1G+SXsvy3bQtz5pTt/Cez9BKI3AHbsw0iIgxuvNFBaqqDK690ctllEBlp0rq1Nef2NYFA9Ty4NR++MEFPWhGxnmGavvdIifT0dGJiYkhLS9P8dqlwblsPq7bCZ+dBtfDyO+/av+DCR+DpW2CQZrOVyD4X9MmG61fB9AfgpkFw5w0QXs6rySzfDte/BBP7wxVdoLAQ+gwtevjS209BsxLeE5FyBC66Dzq0hOm3lT6Py4Qqn8FnXaBrldIfxwoDv4IFOfDFBdAl9J/XTdPk0kudVK0ayOzZ9uXzNhNzYFIw7A6ASnaHEfFB7nRaPZhYxIesS4O1m2Fi2/Ir7KYJU96HBRvgqZtV2N21yYTfz4Fnx8Pst+DR6UWluTx1S4IhneDT1UWj5IGB8NHz0LczvLsY1m4p2XGqxcFbD0JcCKzbWvo8BnB1Pbh9TemPYZW550F6Cty559jXDcPg449V2P/r/jCYEABz0NNSRaym0i7iI37Pglt/gTNioGnl8j33I59As5owuGv5ntfnmVDfCdcDF/eFWRNhzjtQaMdcgjCY+1PRuvoAsdHw1D0QXwmGPwa/by/ZYerXgmqVYPhU+L2Uq+8aBjxUv3T7Ws0BTDur6J6RlzfYncY3jAYePwD3qLWLWEqlXcRHJGdDYig81Q2qR51+e0+5+GlY9DD014OT3GdAsgHL/v+PfXvAojeh/w3lH2VoZ+jZ6PjX/9cbalSGy+6BA0dKdqz/9YSEaLhsPBw4WspADvg9BB5cX8r9LWIYMCABDk2AHw7ZncZ3fBENz++FEXYHEfFjKu0iXs40YU8uXPYjJGQXrXJRHlwmXDoVHrsSOpxRPuf0OyZkumDbv0YgWzWFuc+Vf5SaMRBXBXqNg7R/LfkYXwVeeQziQqHF5SVbHSahMrz2IMQGQIubSrcyTmwgfNwE/rTpwVOnYjjB+N5k3qNOZqy1O41vODMUViTAnBwY68aSoiJScirtIl6u0IQzPoGzC+D5cloZNTsPRr0C91wALWpplZjSME04lApB2RC965/XDQOqlfP0pr/FxEJ64fEPSYqOhO/egBqVIPE8OHz09MeKjoDvX4KQfDhUgu3/y2FAXCDkmpBl03KYJ1O1Kvx8EILucpCl75IlYhjQNgA+D4EDoaCVMUU8T1+ORLzcL6kQHwgfX15UdKyWlg0zFsI5LaBLIxX20lq5Blr3hCaVYcTJH/hcrl4eWHRvwi9/Hl/cHQ5Y8xE0qgxnDoA/dp34GP/dp009aHwl/Pan+3kiQmGDCdN+d39fKxkGdIgxeLaDwa4QSNWTP0vEMKBSNny7HyY4Id3uQCJ+RqVdxMv1+wyuiCmfc2XmwCvfQPVYuLRj+ZzTH322CPpcBv87D37bD5P2nH6f8tL/bLjk0RO/Zxjw9RvQtD4MuR/WlWBVmU+egf5d4dqH3c/SOBweqQ1rjsBOL5xS0SASlh2CFYftTuI72kfCy1Xh4xyY6AQv/GsV8Vkq7SJebMofMLYhPNPL+nMVOuGxjyAxFoacZf35/NU78+GmUXD3CJg6CepGwxU2TYc5kUcugfBTLAUcHgazH4WG1WHEo/DbH6c+nmHA7HEwoBe89VUpAgXDRweLiru36RYO59eFVw7AIY22l1ivEJgeBO8DXvjXKuKzVNpFvNQT22DCtzC0bflMURnyLPRtBVdqWcdSe+8TuHs8jL0d7htVtB55Wk7Rcp3epDAMrp9y8verVYYn74E61eC6B2D7vlMfLzQEhv8PDqbBO4vdy9K9Cgyo4d4+5en6qrCrAP73FeR52dx7b9YnBN4KgLsBXTYRz1BpF/FCpglrk4se9BIdbP25LpwE918O5zSz9lz+7s9tcOfNcMv1EPz/f2+pubDey0r7jw/Ct6eZg55YDZ5/CKpFQferIeM0n0NMZNGa77c9A4t+KXmWxGCoHwzDf4I/M0q+X3lpEgLVqsGyfLBjeX1fdiawYht0NI+/h0JE3KfSLuJlCl3w6Er4bBnUDYEAC/8rzS+Ea2fAY1dBi9q66bS0XC74+EvIz4dRw4pGnv/mcECIl32lTaoKZvbpl3esXAk+mQnxMVCrH2SfZkmQK/rAiIvhkvtg046S5wmKhYNAvpe24o9qQ70GUPslu5P4ni11YVsOnHmoaKUgESk9L/tWIiKf7oVn18F7l0LLBOvOk5EDd86G/m2gTZIKe2m5XLDwW3jlbZhwLwQG/utNB7SuCQ/Wti3eCRlGUVE+f9zptw0JhlUfwRnR0OAC2J188m0DA+CRW+GG3rA3uejalMSEJLioKuzIKno+gLcJccAZJuRUg+1H7U7jW8IdsDMcDlSC67xwTX4RX6LSLuJF0gtgdQoMbwcXNrbuPGnZ8MoS2Lmv6MmWUjqmCZ98CVdcCx1anWADF6zZDg9sK/dopxQUAN/eDwSUfJ+fP4TGNaHfcNiw9dTbTr8P7pwC85e6MS0iAi5c6n1rtv9tYRswK8F5H9qdxPfEAPMDYF84nOafjoicgkq7iJfIc8H4LfD+Djgr1rrz5ObD+Lmw4lf4/FHo1sK6c/m7Wa/BkJvg4THw4D0n3qZGJJznRavHFHPArkxYtLpkmwcFwgfToUktuHk8rD3N2uo39IdrHoQXPynZ8S+tBZWDSratXUbWgSNR8EEJlsKUY8WbUCkXRuSBLp9I6ai0i3iJvEL4YD3M6gZ961lzDtOE22dD23ow4kJrzlFRPD0d7h4HM56G0beffLv8Akg7zdxxO1SOggFd4ZMfS75PbAxMHQf1a8CtD8Pv20++7V1DYOZYeOKVkh37mgSoFg4jVnjnTYuGAQ/Vg0Ph8Npmu9P4nsQAeDYcwvPglhzY44V/xyLeTqVdxAuYJpy7ECqlQA8Ln5550ePwwZdwTS84u4115/F3016Ex56EN16CawaeYkMTDmbCj0fLK1nJRYRA36bwwXL44LuS71e9Gjx1b9F6/peOhAOnePDQkAtg5hi4bWIJDx4N7+0oeZbyFuqA99oD1e1O4puSAmF6BDiC4ajdYUR8kEq7iBdwmbB1Myy7yaLju+CyybBoEWx83ZpzVBQuF+zaBS9Ng/4XFK0Oc1JO4DBQpXyyuS0QDubAATefgBNfBV5/EipHQG4uOE+y6ovDAX07Q5+zYOxLp7/JdHlniAzwzptRAQIMaBUDX6fDoz/ZncY31QyAyrugey4c9dK/ZxFvpdIuYrMj+XDGe1DJhLhwzx8/OxdufB5GXgC5SyHBG+dX+4j8fJj9BjRsAAMuhYDT3ch5FBgIPG19ttLo0RSeGwoZuUXTeNwRFQnfvQOXDYNqZ8GhoyfeLiAAKoXBC2/D1HmnPk9cEOTVgkYfuJelPDUIhffqwoE0yHHzmkmRd+tC852Q6IQUL13mU8QbqbSL2OzKpVAlEzbd7fljp2XBC1/A739ATEjRyKeWdiyd/Hx49S34eSUMu76E1zEGmAuMsThcKRkGGEEw9lVYsdH9/R0O+OVTaJgIXQbDHztOvF339jD7fnjyNfjpNOfp0BRKuFKkLQwD4iLgs20waQVkeOH9Ct7OYcCyxtC5EDq6+VsekYpMpV3ERj+lQAsDFg6CYDeW3yuJzBx4/B3YvhdWzIC2jTx7/IrE5YIXXoaHHoNund3c+RCwxopUntGkNjSuU/r9DQOWvAFNasDVd8O6k9ykOeBcuLgLfLkMsk7xkKYvYyGjABbuKX0mq3VNhOFt4NEVsPmQ3Wl815chkGnCAruDiPgIlXYRm/x4AG5dBOc3gCoenhZT6IS7XoKPFsOl7pZMOc74x+GhR2HaZLjhajd3LgCyrEjlGT2bQc8WMPNTOJpZumNEhMPsidCgFny25OTb/a8PvLcQRj8FzpMNpxtwqBJM+a10WcrLOXWhXQI8uwoyNdpeKgHALflwSwZ8rPntIqel0i5ik992QedoaFPV88ceMAk+XgRvPwi9O3j++BXJHffA01Nh/tsw8IpSHKAK0MXTqTwsFN77HjKyS3+IalXgqfugsADOGwo79h6/Td8u8M5k+HDByZ+WGuSAV9sAXl7iOiZA03h4eyNka257qQQa8EAiDAPuSIcvvfzvXMRuKu0i5cw0YWUKPLACmsRClQjPHvvCB+GLb2DVHOjY3HPHrohME378Gb5fAj17lPIgm+C9bvCqF6/aM+FK6NSk7D25ejzccQOYBZCZdeL11ju1hFXvQ9chJ34/wICzI+H7/fCYF08rAni6B7SMg85zvXfFG28X5oA7IuDaSNiN1/+sJmIrlXaRcrY/F3oshCvqwq0eHIHNL4CBk2Hpctj5PtRO8NyxK6L8fLjlNnj2KWjXppQ38JpAA8gYBGlpnk7oOVWjITQQGg1yfxWZ/4qrBJ++DLfcC3GdTlzM6yTCx89B52uKntD7X0YImA3gcG7ZslitWjhUioGdhyCr0O40vivcAQ8FwDoTvja9+0ZkETuptIuUI9OEranQPgJeuBgCPXTzaXo2THwXft0Eq18rWtZRq8SUXkYmjH0IzuoKnTuV8VoaQKCnklmndl1wemiYMyQYfpgPjRPh979g1/5j3zcMCA+DAwfg8jHHLxeZFAIfnwFH8uBonmcyWWXZQIhrDg2+tTuJbwsEqu2F/kfg+3zvfCquiN1U2kXK0Rf74bz3oKsHp8SkZ8Hjc4FC2Pxm2VYCEcjMhCeegU8/h5o1yn68uABoFYLXDx++cTskVIGFKz13zGXvw+3jof8wWL/l2PcqRcHilyF5P7z04fH7Vg2D1LyiqWTerm8gGGF2p/B9D9eCOzLh/EPwRRnurxDxVyrtIuXous/hoeYw6VzPHC83Hx58BT5ZBmdp/nqZ5RcULev47gfw/BQ4p3sZDxgIUbXhDB8YaQcwI+Dqxzx3vOAgeO+FomUlZ79z/Pv1a8MrD0NBLmzZcex7bavAp+dB31qey2OV18+H7L/g9V12J/F9k+rAg9Xheq3II3IclXaRcvLAT5DzF9zbyzPHM00Y+jR8tAxeGg292nvmuBWVacJNw+Cdd2HWdDivrwcOmgk7H4b5r8Nbb8H69R44poWmDYPAYM8eMzYGpjwA8bFw9Z3w+7Zj32/VGC7uBWEhnj1veTIMmNgKXtpudxL/cC9FK/I86OW/nRIpbyrtIuVg3K8wdT18fnPRFGdPuGhc0ZrYC56C7m09dNAK7vPPYfHnHhhh/1sY0A7YAL/8Avv3n24He13WAbJcMHCCZ49bPR5uHAyZGZBy8Pj32zSG2tU9e87y5DDg8gbw2wZ45C+70/g+A/gsCqakwDgVd5FiKu0iFnOZ8Nc2+KwvdD+j7DeIOl1wyf2w6Ef4431oluSZnBWZ0wmdu8Fva6B5Mw8eOBgYDNzuwWNaLRY27fD8YeOrwJvPwhPToVpHKPSz1VaqRcD758HEpfCCpsmUiWFAj1D4LAamJsNUL78ZWaS8qLSLWGzyr7DoL6gaXDQiVxZZuXDTU7B8I/z1LsTHeSZjRZaeDudeCG+8BomJHj64AQRBWGWIiIDDh727rBoG7J0BBQakpnv++JER8NnrUDMWkk8w4u7LHAZUDYVQJxzIhVyNEJeJw4BzQuGt6pAVDF6++qdIuVBpF7HQ4VzYuR1m9IIWZfz1f1omjJ8DS3+EBZOgVjUt61hWKSkwbATs2wthYRZcTxOiCuGhG+Cxx+DWW2GXl4/COgzYnAzDnrTo+A5YvQBuvLtoiVJ/0r4GTOkIj/wIS4/Yncb3GQZcakBOHkzNh2wtAykVnEq7iEVS8+DBn+Dn/VAvtmzHysqBx16FL5bDyw9B+6aeyViRpaTAvfcXTV2a9zbUqmnBSVwQnwNdI2HUKOjYEd5917tH24OD4NIugIeeIXAihgEfzIZX5sE3P1h3Hjs0jIXmsbBgH6SX8UFVUqR9BryUDc+kQb6Ku1RgKu0iFtmXDst/hxkXQMe6pT+O0wmjnoP538L0O6Gnbjots4wMuP0u2LgRZjwHLVtYdCIH/BkKrx8o+uOwYfD0095d2sNDYPxgWLsLFv5k3Xkiw+H+kfDjKli8zLrzlLdudaBvLDy7BVK0bKFHXFoVno+BGS7IVWmXCkylXcQC2QXw2M/wxkXQtW7ZjvW/B+DjJfDO49Cro0fiVWguF1x8Ofz6K7zyMrRvZ+HJnNAsHe78/1H8yy6Djz+GwYMtPKcnGLB1H/xk8fSV+Kpww0D4/kf4wYMPdbLbzU2gfSxc9yPkOe1O4x8uMiBuFwwo0NNSpeJSaRfxMNOEth/Db79D6zI8UdM0od9d8OVyWPU6dGjisYgVmmnChg2wZIGHV4o5kUL4ayPM/Vf57dYNvvoKzjvP4nOXQeOa8OwtgGF9QaoeD6NugdZ+9HCwRlWg8mH4IcPrH4TrUxY2gh/2wjlOFXepmFTaRTwsqxAOHYQ1o0p/jLwCGDQBlv4GOz+BOj68hrU3yc6GFi1gx59Qoww/UJVEWhrUq1f0lNWMf81tNoyim1F37oScHGszlFZIUNEo+KPvwPxymLoSFwsR4dafpzx9+j84A8jUvHaPqRUGe+rA6l1wkX6DIRWQSruIB+1MhyZzoW46hJTy0fXpWXD3c/D9GvjlZUiI0yoxnrBvH5x5Jnz7LYRbXBC3b4ekJKhZC1olwP2tj30/LAzy8+Gii4puiPVG0aEQG1Y0nUjcFxwA9VPhjI/tTuJfYgJgU12IyoNku8OIlDOVdhEPumkxNHHCintKt396Jkx8GRavgnmPQeO6Ho1XYW3dWjSPPDYWQkKsPdcvv0CfPtC1Kyz9FtbuhYd+OXabiAhYurTohthnn7U2T2md3wGG94eVm4uWGxX3LbgeArNhiZ+tSW+3Wg64NwKeM2GHpslIBaLSLuIhi3fA9r3w4uVFo2zuysuHB1+A+d/A86OgWytPJ6yY/vwTbr8dIiNh7lyoVMm6c61YATfdBGedBfPmFT1bCRdwgmJRqxbcd1/RPhs3WpepLM5qC58uh50a0iy1YTVh4CJ4f5/dSfxLa6BqGty5B3ZrlR6pIFTaRTzg270w8lP4XxJUK8XUC9OE6x+Aj5bB7Iehz5mez1gR7d8PN94IAQFFI9q1all3rtWrTYYPN+ncuWhZx4gIwAENE+Gmxifep317qFoVbr65aEqNt+ndBpon2Z3CdxkGjOsBh7bDm3vsTuN/zg+CtBC44QCkevEyqiKeotIu4gF/JcNF9WFsb4gsxfSLfnfAZz/AoulwdmuPx6uwMjKK1kR/6SU44wzrzrN9OwwYAG3bFj35tHLl/3/DBXtTYOFJnoJaqxY89xxER0NqqnX5yiQUrnwAMrPtDuKbwgLhw8sBL38Sri9qHAGvVYWDlSFHbUYqAP0zFymjnw7AnV9DrVCIDnNvX6cTLh0DS36BrZ9CE41qekx6OgwZUrS8opUrxaSlmbRpY9KkCUyfDnFxx76flQN7TzEnPCEBqlSBnj29s7i/eg84DHDqhtRSCXBAsyqweDs8vAVcmoPtUbUNiEmBFjl68JL4P5V2kTJwuiD5KFzZDEae496+WTlw83j4/mfY+hHEx51+HymZAweKllv86SeIirLyPCaJidCqFXz2GYSH/2eZHwPa14LJnU99nDfegE6dIDnZ+9afjgqDgDBIPux92XxFwyow7wqY8AO87YXToHzd0jpQexfUzISDWgpS/JhKu0gpmSZ8tg2ufR0aONxbljEtAya8BEs3wVcvQu0ELevoKRs3QocOReuxW3lNN2wwadu2aBnJZcsMjBOdzIRfdsE9K059LMOAhQuhe3f4+Wdr8pZFm6bQZojdKXyXYUBlE+oEgFnKpWDl5AwDVjeGRslwfobdaUSso9IuUkpOE4Z8CON6wr3nl3y/rBx4dDZ8sRRmj9WTTj3pp59g4EDo3LloWoxVpf3HH+Gqq+Dss4vOc0pOSvxYzEGD4PLLy5rO816/GyJC7U7h27olwc1N4dtdcDDP7jT+x2HAwvpwVgx8o6lc4qdU2kVKady3EHMQxvR2b7+jGfDxUpj+APTsYEm0CmnlShgxoqiwv/iideux//RT0SoxZ51VdJ7g4FP8ZGBAUjwMbFiyY0+ZAnff7Z1rtzuD4OGX7E7h2/okwvpU2JlldxL/FGnA4BwYvhsWa5qM+CGVdpFSGLEUnl0Fb9/k3n6XjYLbJsO8SdCzvRXJKq7ff/9n9ZbYWGvOsXEjDB1aNP/80UchJuY0Q/kmHEmDX0v41FOHo2gVmgkTYNq0sqb1rHmPwGuf253Ct3WoAY0jYcRKSCuwO41/ahgEl8TArQfhR02VET+j2XUibjJN+HkV/HgNtK5e8n0Alv8Kq96GOiXcT07PNOHXX+GHH+Cpp6x7eNLBgyb33guff160QsxpCzuAWfQ00U1HSn6e+Hh46SWTr78G0zS85l6H7i0Bo+h6e0smXzTlTOj1GhQUAEF2p/E/0UHwQAykh8HBAP17Ff+ikXYRN13/KWzZA3WiS/bNIC8fBt0JVbrA+g+KbjoVzzBN2LkT7rmnaLlFqwq702nSrFkheXlOkpKMkhV2AAd0bART3VhZKDAQataEt94qmi5T6C0PjTHgiBPOH2F3EN9WNQxiG0OdSZCea3ca/xRpQPxWuHInrHFp1SPxHyrtIm44mA2h2fDTvRAXWbJ9nn4Flm+E79+C+Moa9fGkzZuLVm9ZvBiCLBy1DAgwSEkJYvFiN3856YSVm+G6b+Hw4ZLv1qWLwauvGkycCN9+694prRISBOvnQGo27DtodxrftuwcCGsEjSfZncR/jW8OQx3Q5SCs1o2p4idU2kVKaF8m3PkVdGsCzRJPv316Jnz0NTgNePsJaGrhEzkroqVLoWtXOPdcu5OcxlGTj55y8uab7g33XXEFDB5s8sMPJlnecuOiASs3wcRZdgfxfRc0BEr4g7+UzvQkuDkHzjmq0XbxDyrtIiW0ahds3w8tqpRs+90H4P7noHMrOKuttdkqms8+g2uugeuvh1dftTvNaeSacMjJ4sUutm1zb9dzzy168NJDD3nHNJmYSBh8IaDfFpXZK+0hKxFeW2l3Ev/2fBKMCYQXVNrFD6i0i5TA3nRYug1mXgytap56W9OEq0fBtDfg5QnQ58zySFhxfPEF3HEH3HQTTJxYtOKKV6vi4Jwxgbhchfz5p3vr0F14ocErrxi8+SY4vWAJu0qRcP35sPBnWPyj3Wl8m8OAJ9rB7F/sTuL/7o+GUBMmacUe8XHe/u1OxHbZBdD7Fdi2G1rWKtk+X/4Id10L3dpYm62iWb4cbr65aJT9rrsg1Nsf+GMCTjijjoNGjUyGD3exZ497Q349ekBEhEnPnl4yVBgIfx6Av3bbHcS3OQzoXxN+zYVHTveALimTAAO658Gk5fCM/t2KD1NpFzmNvMKieelzrz/9toVO6DgANn0BTTSH3eMyM+Gyy2DsWIiIsDtNyXSsDFM6wMSJISQlFdC8uUlurnsFfO3aomUtu3a1KKQbzm4JTwwreiKwy0t+jvBVCRHwQT/YkQFO3SxpqaQweKUTPJQLcw/YnUakdFTaRU4hOQtqjIPETIg6zaju0Qy4cjR88CxUq1w++Sqac8+F556z7mmnVlh5CEavgvBwg0WLwoiLy2L/fvfabqVKBnv3wuHDplur0FghKBDCw+C2ifD9anuz+DqHAVUqw/wj8PwPdqfxbwEGXB4Gj9SA5CjI0w+c4oNU2kVOoetc6JYAS8ederv9B2HybLhvKNRJ1LKOVjEMH7u2Tog+DA2ii/5oGAYdOwbQokU+q1a5d6jAQIiMNLnJzafwWqFGDahew+4U/qF9ZXiqI/x5FI5k253GvxkG1MqCZ/bBnBzIV3EXH6PSLnISX/wO6bvgkztPvd3+g/DKR9C3C3RoUT7ZxEdkQ9UPTDoe+mfuwzvvhDFkCFx3nXt3lkZEGHzyiYMGDXC78Hvapd2gf1f49FvIVNEss8a14Lu98Msuu5P4vwFV4ckoeGQfPHtUU7zEt6i0i5zAR1tg+DwY3g6CTvFfSVoGTH0DzmwFPbVKjBzH5K+/TObO/ecVwzB46qkQ9u/PZ/Zs945WowZ06mQyYoTJarunpgTAlNchNd3mHH6gW1Xo1QRm/AKHMu1O4/+ujofnY+DxXNCtBOJLVNpFTmD5ehh+JtzXDwIDTryN0wnX3g9Xnge9VNjlpAr575fasDB4+ulAvvzS/efYd+sGzZq52LrV3roxahC0bGRrBL8yvA3sdUL/WZDvBWvy+7srqsJnVeFK/dApPkSlXeRfTBPe/Q1e/h5aV4ew4JNv1/EyeP5+aNesfDOKD6kEjA067uXAQIMhQwK5/PIAnnoq362nNVarZjB1qoOLLrJ3cn/j2lApCroMhAKVzDJrEA1x8fDjLk3ZKC9dA+DzzdD/iJ6YKr5BpV3kX37aC9d/Bo8OgD4nmZ+enQO9roEv50DNhPLNJz4mwID4E5fr4GCDSpVMJkwo5N133V9NJiLC/jtyI6vBviN2p/AfX/SFpJaQnmd3korBAHa0h6WZMPR3u9OInJ5Ku8j/K3DCn8kwsBbc0fXET9pMOQx3TYTnH4L4Kj62konYwzRJTTU5dOj4Yt6vXzD33w87d+aRk+N7Q31fPAmJ1WDzNruT+IcgBzSqCfXH252kYjAMqB4IKxIhtCYc1AR38XIq7SL/71AW3PkJtKt+4vf3HYAX34FB/aFZg/LNJj7KBArgo48KmTv3xI2gceMAZswo4PnnXeTnl288jwiHHlfbHcJ/fNkHAirBwk12J6k4mgfCmSbceQj2ubeok0i5UmkXoWgO6eyfYHJvGN7nxNukZ0KXNnB2h/LNJj7O8fcI+onvaL788hCmTAlm6tQ8MjJ8b7T9joEn/q2UlN6Ic+DOj+xOUbG0NGD7YbgnBQ6puIuX0pdaEeDG9+DFBXBj95Nv07ge9PaCx8iLDymERiEGt9xy6i+1//tfCNWr53PTTfmYPnZH3OgrIccJY56wO4l/MAy4twPsccBTS+xOU3G0joKZNWFLFhzSjdXipVTaRYAvl8LC0zxEScRtLtiTYvBF2knWDf2Xd96J4ptvcujbtxxyediCF2HxD3an8B/hQfD6xbBiu91JKpaWUfBebbgzC3zwFhOpAFTapUIrdEHPmbDiEWhe0+404k9yckxatTpAVg7sOQJjxxbwzTcnv9OtUaMA/vormk2b0igo8J3GYBjQrB6YQVCoEUqPCHBA40RYcBTGfwou3SBZbs4IhncrQbP9UKDrLl5GpV0qtOs/ho1/QEyYVoIRz0lOdlKnzn7Wrq1GcADEhpvk5gZSWHjqf2QxMQaGAd26OTniQ0spOhyQnArX3GN3Ev/RuBK8fR48sgjmrbI7TcUS7YDAbdBwBRz0xZvDxW+ptEuFtfMwJO+Fz+6AypF2pxF/sWlTAd27H6RJk0AMAxpWhQcudlKzppOilaFPLjDQYN26aAoKchk71neG+SpFwVfTixbLEc8wDKhaBc5oCJtSIMP9h+dKGfzWFeKT4No/7E4i8g+VdqmQdhyGUW+DKw2qhdudRvzFmjWFXH/9UVq0COKLL6pgGAYbkmFTRCCXXx5YomNUqeLg2WdD2bQpm99+86FlLAz4cy/8st7uIP6jW3UYeiY8vgz+OGB3mool1IA3q8CuYFiRY3cakSIq7VIhrd8PWU544XqoW83uNOIPfvsNhg/PpUmTQF54oRKRkQ4w4YxYGNzGvWPVq2dQq5aLESMK+N1HntRYMwFaNICvltmdxL+cmwTtGwIl+5lPPKiqA7q7YPh2+FG/6RAvoNIuFc7uVBg3H9okQKMadqcRf7Bzp4shQzKpV8/J5MnRVKv2z2oxhzNg9e6i/z9mTAH7959+EkliYgDduweyfHkeu3f7xmh71VjocyaaI+Nh7apCg1ow7C1I14hvuaoUBI+cAZ0dcMNm2KTrLzZTaZcKJTsfOr4A8XEw9iK704g/yM42OfNMJwkJecyYEUVCwrHLO6blwu8HAAr59VcHOSX8xj94cCjXX28weLCT3bt9pAkHwDOvwVdL7Q7iX57vAbl50OLBogfBSfmpHAxP1IcW8ZBmgI89RkH8jEq7VChHsyHqIHw5DCpF2J1G/EFamouaNVP54os4KlU6/ktqgAHhwRAamk1gYCGnuxn1b5GRDmbNiqJFiyxSU50+8dClAefBiIGQk2d3Ev9SOQzimsJ+XVdbRAfC29WLnpb6Z4GKu9inTKV90qRJGIbBqFGjil8zTZMJEyaQmJhIWFgYPXr0YOPGjcfsl5eXx8iRI6lSpQoRERH079+fPXv2lCWKyGmZJjR4DBpXg6DTP+tG5LQ2by6kefM9rFpVjaCgE5fxFtXhnnNg8uRozjknxK3jBwYa1K8fQIcOWaxd64nE1gpwgCMQdu4tGhkWz1l2OVSKhM377U5SMQUakPQHNNsGGzLsTiMVValL+6pVq5g1axYtW7Y85vUnn3ySKVOmMH36dFatWkVCQgJ9+vQhI+Off+WjRo1i/vz5zJs3j+XLl5OZmUm/fv1wOn1j7qb4pgXrIaQAPr3f7iTiD777Lp9zzjnEueeGnXK7dbvg4a9Kf56XXormxhsNevXyjRbcvBE8Mwf+3Gl3Ev9zQWfo86zdKSquN3vDNXHQ2wd+gBb/VKrSnpmZyeDBg5k9ezaxsbHFr5umybRp0xg3bhyXXXYZzZs35/XXXyc7O5u3334bgLS0NObMmcMzzzxD7969adOmDXPnzmX9+vUsWbLkhOfLy8sjPT39mA8Rd8z9BYbMgFFd7U4i/mDBgkJuuOEoV10VzOuvVz3ltrVi4eIW//x52rRCCgvd+/369OlROJ3pzJjh/U96ufJ86NjK7hT+afaFkBUJc76zO0nFNasqjGgGs47anUQqolKV9hEjRnDhhRfSu3fvY17fvn07ycnJ9O3bt/i1kJAQunfvzooVKwBYvXo1BQUFx2yTmJhI8+bNi7f5r0mTJhETE1P8UatWrdLElgrs7W9hwiUw7n92JxFf9803+dx+eypXXhnMY49VOum0mL9l58Oeo3//ycnzz0NhofvnnTkzivvvz+Cpp9zft9wFwl2PQ46WyfOoAAc8fTHcuwRe+sbuNBWTw4BbomHsRpjhQ08tFv/gdmmfN28ea9asYdKkSce9l5ycDEB8fPwxr8fHxxe/l5ycTHBw8DEj9P/d5r/Gjh1LWlpa8cfu3bvdjS0V2DNLYGBXuLl30Tc9kbLYsSOfiy8O4L77oovWYj8VAw4Hwurih5vmUfRlt2Q3oxYfxjC46qpQXn01gh9/9P7fNE69D7btgIJS/HAiJ+cw4MIz4LAD1uywO03FVTkQnqsLD26GV4/anUYqErcqzO7du7njjjuYO3cuoaGhJ93OMI79hmSa5nGv/deptgkJCSE6OvqYD5GSOpgMVcMhJMjuJOLLTNPkhx9yWbUql8ceiyUqqgRfPk3g9wLeuCiD5583+fDDMOrUca+w/y0gwKBhwwC++iqPRx4pxJtvAaqTCKHBkK+VNjwuIQK+GgKvboIXv7Y7TcUU6IArE2FSPTiYrWU4pfy4VdpXr15NSkoK7dq1IzAwkMDAQJYtW8Zzzz1HYGBg8Qj7f0fMU1JSit9LSEggPz+f1NTUk24j4kmTBsO5mmMrZWCaJqtX5zNmzBFeeKEyISFuFO+GgYRcbTBuXDqffAIuV+lKO0CzZoHMnx/FlClZvP++6/Q72Kh6Tajdye4U/sdhQFwkREVDvhf/4ObvAg24OR4KQ+D9dChQcZdy4FZp79WrF+vXr2fdunXFH+3bt2fw4MGsW7eOM844g4SEBBYvXly8T35+PsuWLaNLly4AtGvXjqCgoGO22b9/Pxs2bCjeRsSTDKPoQ6S0li0roFu3/bRrF3La3xoez+DKqyKZNCmYO+7IZvduF99/X7q2ZRgG550XyujRBhs3ZpGR4b1NYfGrEBFldwr/1DEBJvaCP1LhSKbdaSouw4D7K8Mb++GdveD03v8cxU8EurNxVFQUzZs3P+a1iIgIKleuXPz6qFGjmDhxIg0aNKBBgwZMnDiR8PBwBg0aBEBMTAxDhw5l9OjRVK5cmbi4OO6++25atGhx3I2tIiJ2e//9HIYOTeXOO6OZNCnO7f0TQqFndRh0Vhimmca4cYVcdhlkZJT+YQHt2wdz++2ZFBaGMX58IKeYrWgrpwve+BCu1Q3gHtesLrzwPazeCX2a2Z2mYusXBLf/Dmk5cFt9DRKJdTx+W96YMWMYNWoUw4cPp3379uzdu5dFixYRFfXPkMvUqVO55JJLGDBgAF27diU8PJzPPvuMgAA98UZEvMerr2YzYsQhxo+PYOLE2NPvcCJOiuef33ZbDDNnBhAUVLYbLM4/P5QXXohk7tx8srO9d3hv0r0wfordKfxTtxrQvQU8+z0c0mi7rW6tBzPbw0MpdicRf2eYvvBs7P9IT08nJiaGtLQ03ZQqIpZ4+224884UHn44hBtuiCY42P3hs31pUONxGHo+vHxO0WumCV9/bfLmmxm8/nrZvn61bn2Q6OjKLFvm8MrRvdw8aNwTdvxgdxL/9GcqXDUD3r8Fkk79uAApB1HvQ/+O8FYdu5OIL3Gn02oBPBGR/zBNk927jzJuXOkLe9GBoH0leLLzPy8ZBvTsCTfeGMqNNx6lLOMmCxfGsXnzwTIdw2p7D8HAW+1O4Z/qx0JcXegyGfK0vKbt1vSF99bDtTu1apJYQ6VdRORfnE6T997L5MiRQm67rQyF/f+tToGx/3lunMNh0K1bEOefH8K992aQn1+67/Dx8QFERuaTlJRKRkaZYloiJBg2LYD9ByE7x+40/unLQRAaAEez7E4i9aNhfXeYvx7u/8vuNOKPVNpFRP6f02myaFE2kyenkpgYgMNR+sJumiYbV7kw54HzBM+DMwyDuDgXc+dm8vTTOaWem751a02iovLo16+g1FmtYhgQFATLVsF9j9udxj8FOqBpe6g/BjbvtTtNxWYY0DgKPu8ORigc0W8/xMNU2kVE/t877+QwatRB1q6tzR13lPLG0//ndMK55xZQJbKQDnVPvM0550QwY0YkL710iOeeyyEvz/3iHhho8NVXVTl4MIVffvG+lhARDlf2h7Yt7E7ivz6/AvIT4IppdicRgLOjoFIefH7ih7yLlJpbSz6KiPiradNMxo07xJNPVvLQEQ0ICSbsrALiT7Fe+aWXFt14NGLEUVJTC5k8OcrtteBjYhx07hzKsGGZTJ9eiTPPLEtuz6oaB/OetzuF/7uvJ3y4zO4U8rduoRCpp3CLh2mkXUQqvMcfz+eBB1J49dU4Royo5JFjDh2ahxkMu+sF8/mvp9720kujefPNGGbOPMhNN+W7fa7oaAeTJ1eibVuDVas0ebyiMQwYfSbsdsCTn9mdRgC61ICW1exOIf5GpV1EKrSnn4bJk4/w3nuR/O9/ER477hdfBAFZtEmChy85/fa9ekWwYkUN3nhjH9dc4/75qlYNoE0bg4kT0/n5Z++b3y7WigiC1/vDT3/anURErKLSLiIVltNpcuBACq+9FsF554WX6cbTf8vPh4AAg82bI/htJ0z+omT7NWsWwoYNibz//nZuuy2v+KFMJTV0aBSXXRZI796F7NqlNecqkgAHNEiABfvh0Q/sTiMiVlBpF5EKKS/PZPbsozRoEMRll0V6rLADdOkChw87iYoqWt0jIqRk+xmGQYMGwSxblsC8eak8+qiLHDdmuwQHG0yfHkeHDuns3l3o1eu3i+c1rQpzB0BKNmTl2p1GRDxNpV1EKpz8fJNZs9L4+WcnN98c6/aNnyVx1lmpANSvAtd2Kfl+hmHQsWMYr71WiTlzMnj++UK3irthGLRtG0jv3ll8/bWbocWnGQZUqwxf/g6frbU7jYh4mkq7iFQoLpfJ00/nMHHiAXr39vzyDgsXQkpKPu+/XwXDMNi4C575yv3j9OsXyrRpBtOnZzJ5ssutqTJPP12Ze+81GTBAw60VTbckuP4sWLAZDqbbnUZEPEmlXUQqlLvvTuOJJw7x4ouJDB4c4/Hjz50Lu3enA2WfmnL55dG8+GIoM2akcPvt7h1v/PhK5OcfYsIEPSqzormgNWzcA3uO2J1ERDxJpV1EKoxhw+CFFw7z5ZdVuPjiUyyeXkazZkUTE1M05aZ5XRjTr/THuuCCUL78Mpp33z3s9r4ffBDHU0+l8tBDpT+/+J621aFeEgx9CdKz7U4jIp6i0i4iFYJpmqxbt4uVK2vQpUuYJed4/nn48MMc2rQJICioqLT/sRdmfVO243boEMaPP1aiV69DJb651DAMzjwzlJycfDZtykD3pFYsL1wO+ZHQbBT6uxfxEyrtIuL3cnJcDBmylylTqtCiRYglN54CZGSAw5FNYOD/T0A3wZUNBWVcNt0wDOrXD+DZZ2MYMiSV7OyStbCYGAe//lqDRYuyeOQRV9lCiE+JC4cq1eBAhicmaomIN1BpFxG/lpbmYuzYg/zwQzbR0Q7LCvvRo7Bvn4uZM2Np3Tq46MVCaGbCXReU/fiGYdC8eRBDh0YzeXIeR46cvoQbhkGLFiG88koEe/ceITVV9a0iWXoTVKoP63fanUREPEGlXUT8VkaGi8cfT2XhwizeeCOR5s1DLTvXd9/BjBmZQNH6jC6XySefHOXXnfDofM+dp2fPQIKCcpgwIaPEJbxWrSB+/NHFhAn5pKZ6Lot4v4taw4WP251CRDxBpV1E/FJ+vsmYMUf45JM0pk+vytlnR1p+zrPPdtC6ddGXVZcLRozYZcl5zjknmKVLM7jnnqMlmirTqVMoL7wQxTffZLJzZ6ElmcQ7vXgJZATDy4vtTiIiZaXSLiJ+adAgk08+OcJrr8XTq5d1K8UA7NkDEycW0rVrEC1aFN3kev31OzBNaJwII/p69nzdukUwZ04cX399mKuucpbo5tSzzgqjSZN87rorjawsTZOpKAIcMGUQvLnc7iQiUlYq7SLil779dhvffVeHzp0jLD9XRgb8/HM28M/ck0WL0vn2m4bsPAAf/ez5c3boEM7XX9fiu++20rPngRLtM2VKVfbtS6dTJ5dWFKkgHAac2xR+OQAPv2t3GhEpC5V2EfEr+fkmbdr8webNdalfP8Ty85lm0TnPPz+S8eOrAdC9+xayslw0aBBCbj4csujJlGecEcL27Q346adDnHuuk4KCUzfxmjUDWb26DgcO7CAvT629okisBB/cUvSwpUI3nqwrIt5FpV1E/Mbhw4Vcd91u0tJcREWVz5e3rCxo3dpJYGAGISEOUlIKOHKkkB07mmMYBm2T4JErrTt/bGwg27Y1Yv36LVx//WHS0k69fUSEg8REg0aNNLe9onAYEFcZ5v8OM7+yO42IlJZKu4j4hX37Crn11v0MGlSJbdsaExZWfl/ewsNdtGmTBcDo0TuJiDCLH660ehuMfdva81evHsSCBUmsXp3H/ffncfjwqUfRV69OokOHZH75JcfaYOI1OtWGx/rD7ylwOMPuNCJSGirtIuLzkpOd3HPPYfbvd5KUFFxu5zVNeOklk9q1TR5+OJGVK3PZvLmA6dPrEhMTCEBiLPRpaX2Wli3DePnlGH74IZ0HH3SSfoopOYGBBlOmJDBw4D6++SbP+nDiFVrWgx92woPvQHq23WlExF0q7SLi0zIyTIYNy2DbtmymT4+nWTPr1mI/kUcfhYcfLhpVX7IkjVatwqhT5//n0jvAGQl5YeWTpWvXSGbMiOKbbw4ybFgBhYUnH3GPiwugf/8oPvzQogn34nW61IWzWsLMJZCaaXcaEXGXSruI+CyXC/r2dfLHH4d4/fVEWrUqp3b8L0FBBgMGBLN8eQazZu2jR49IqlYNKn7/wM48vnun/J5o1LVrKB98UIlvvz2C6xQPTY2MdPDgg5WpWzeEjz7KLbd8Yq9RPaBdCyDA7iQi4i6VdhHxWS6XybZtf7BsWR0aNrR+pZj/6tLFJC8vDdM0OXy4kP79Y7n88rhjN4oNZt6mUGbPzivReuqe0Lx5GOvWVaFhwy307Hnyc1aqFEBEhJMbbshhxQqtJlMR1KsMsXHQcRTkF9idRkTcodIuIj7p6NFC2rTZxK5djY8Z2S5PKSkGe/dGs2VLLlddtZVq1YIID//Xl1UXdKhqsOf9UHbsyOSzz3JwOsunHMfHB7BmTQNycw+Qnn7yIfdhwyoxcGAeBw9ml1s2sdeCWyE0RDekivgalXYR8Tk7duRx9tl/sGRJQ0JC7Pky9scfkJdXiGHAhg3Z9OkTwwMP1Dh2IwesOgx3f2Hw+OOVWbQIFi/OxeUqn3IcFxfAG29U5u67D7F374mXeHQ4DOrWdTBkSAYLFrhOOaVG/EOAA1q2gCYj7E4iIu5QaRcRn7J5s5Nrr91L9epBhIba9yXs9tuhXbs88vNdDB26nR49oo/fyISqYXBm7aI/Tp8ezsKF6bz7bvmt2FK/fhA33hjN7NlZ7Nx54ifr3HtvNe67z+DKK9NOefOq+I9PbweC4fNVdicRkZJSaRcRn7FlSz633XaAqlWDeOWVOsTE2Hs33ZQp4Tz55F4SE4O4667qJ9wmOABiw/69TzX27HExdWr5rZHesWMohlHIHXccYN++E4+4jxsXT1zcAR57LL/ccom9Rl8OY1+3O4WIlJRKu4j4hP374dprc4mMzGPKlHhq1Ci/9dj/a84cWLMmBzB56aX9zJhR96Tb7k2Drzb/82fDMLjzzjDi4gwmTiy/xbKvuiqcG26IYtw4yMw88Wj6yy/X5Kmn9nHHHeUWS2xiGHB7H9jphCfeszuNiJSESruI+ISsrHyCgw8za1ZNate2r7ADbNwIjz8ezNChGyksdNKzZ8zJN3b9/8e/BAYaXHVVCImJDqZNK58R90aNwujfP4q1a7fRqdOuE65k06dPJN99l8DSpYfLJZPYKzIE5t4Iq7banURESkKlXUS83tGjhVx11V8sXFiH+Hh7Vor525tvmkyf7iI+3mDXrly2b+9w8o1N6FgVpl56/FshIQZDhoSQl5fNO++kl9vNqStW1OPw4SM0aeIkL+/YcxqGQYMGwWzdmsq11+qOVH8X4IB61eHLv+Dxt+1OIyKno9IuIl5t16486tXbwKpVjQkLs/9LVkEBREcfYeDALTidDiIjTzGv3oCVB+HO+Sd+OzDQYMyYOFaudLBoUUG5LLkYHh7A7t2tyM3dSPfuezh48Nj3K1UKYM2amgQE7OXIkRPfuCr+o1kivHErJBdCZvndZiEipWD/d0ARkZNYvTqXrl0307lz+T/p9ERSU002bIDLLgunSZM8vvmm6alXsHGZVMouoPmJ71EFika3p06N5PPP8/n88/xyeQBTUJCDlSub4nI5ueGGbHbtOvacjRuHcu650dxxx2GSky2PIzaLj4UFq+ArrSQj4tVU2kXEK33/fQ7XXLObXr1i+PDDBhiGYXckNm2CqVOzmD37T2rXDiEmJvCk27pcMOt5J5V+20/TqNMfe/r0SFavPvHKLlaoVi2It95KIDv7CHfemc3u3ce+36hRMH/+abJ8efktTyn2OKs+DOkOn6+BlKN2pxGRk1FpFxGv8+OPcNttqfTqFcK0abVse4DS8QwgC0jn5psTqFLl5PPrR40yeXjiNnbERvLedyU7+iOPRJTrDycNGoQyfXplUlMPc8stmRw58s+Ie+vWYfTt62LmzBT27Cm/HybEHv07wqadsE/3IIt4LW/5TigiAhQ9POmaa/bTpYvJhAmJVKp08tHs8nT4sIthwzIBGDmyOp06nXr4/N13j/LJF9Vp2TuOsVeWR8LSadIkjJdfrkZy8lGyso6dw37jjZUxzXwuvLDgpMtEin9oUxuS6sK1z0KG5raLeCWVdhHxGqZpkpmZS+vW2Tz1VAJxcd5R2AEKCgw2bnQB20hKCiU29sTZXC6Tc881WbYshvbtI9n8B7zwWflmddcZZ4SyZEl1Lr54E40aFRS/XqtWMB99VIeCgl0UFGg1GX8360YozIUC/WJFxCuptIuIVzBNk61bcxk3bjfz5p1x6lVZbFC1KnzySSHXXVeZO+5IPOE22dkwcOBRVq5cTdWqTsCgoADSyu8ZSqUWFxfAypUtgN0cPFhIenrR65UqBVK1KtSosYvDhzXa7s8qRUC1mlBzMJTD/dAi4iaVdhHxCuvWZXPWWZtYtKgxAQH233T6XwcPFjBo0EaSkoJxOE6cb9q0PFatOsiKFU2oXLlovntkJNSNL8+kpRcYaPDLL3U455y/uOmm/OLXly1rRIcOBbRtq3kT/u7bhyAiEn79y+4kIvJfKu0iYruvvsqiZ8/fufzyOLujnJDLZfLBBym0bBnBQw/VPel2LVpk8Oab8TRpElH0ggHV46FXq/LJ6QlRUQF8+eUZ1K6dzq+//jNPYtGi+mRlbWPRIs2d8HeX9oX+j9mdQkT+S6VdRGz1wQd53HTTHm67LZ7p0+vaHeeEXC4YN247t95a45TbXXRRFbp2jfnnBSfkp8DRLIsDeljt2kHccEMl5s/PZP36XKBoFP6mmypz000pfPyxvfnEWtOHQFoIzPLyezFEKhqVdhGxzSefwF13HeD222MYNy7xpNNO7HbNNXsIDw9gyBA357kUFFDz4F+c38GaXFZq0iSQgQPDePnlfHbscBIQYPDgg/HcfHMQS5YcPP0BxGcFOmDaYHhHD1sS8Soq7SJim23bDnDzzYGMHFn11E8Wtdk33+xl2bLW7u8YGAi1Tj06780aNQph794DnHPOX2RkuAgPd3DmmSG89dYh5s3zsV8fSIk5HNC7GazcBRNeszuNiPzNe79LiojfcrlMFixIJTk5m3vvrU5YmHetFPNv3buvJSurgPr1w9zf2TAgNNTzocrR3Ln12LChPs2aFZCT46JHjygefrgyQ4dm8/33WmLEX9WIgw+Gw97DUKjbGES8gkq7iJQrl8tk6dI0pk7dy+TJdQkK8s4pMX/LyXGxbVun0k3dMU3Iy/V8qHIUGuogIsJBXNx66tffTHIyjBxZlauvdrFrVw4FBSru/shhQGwcfLIOXtLcdhGvoNIuIuXqyy/z6NdvEx06RGEY3l3YAbp0iSY4uJRfKgsLYdcuzwayyapVbWnYEC688CibNkGzZiYjR2aQnKzS7q/OrA8PD4BNe+Bwut1pRESlXUTKzSuvHOXKK3fx4IO1eOyxOnbHKZFp0xoQE1PKJ7MGBUH9hp4NZJOgIAcffdSQRo1SufnmVM46K4HHH4e3307G6VRx91etGsKKTfCb1m0XsZ1Ku4iUi+eeg7vu2sO0adHcd19Nu+OUj4IC2L7N7hQeExsbxLRpNTnjjAyGDz/MOedUY/r0A4wc6bI7mlikSyPo0gae+ECj7SJ2U2kXkXLx9dfbefHF6txwQ7xPTIvxiIAAqFLN7hQeVb16ME89VZ2EhKNcdlkms2c35IMP/rA7lljo7kvh4BHI9u3bM0R8nkq7iFjKNE0mTdrNoEGR/O9/cQQEVJDCDkWrx4RH2J3C4xISgnnttTrExu7g6qshNTWTXr324nJpmow/SqoKlWpCu5shv8DuNCIVl0q7iFimoMDFSy/tx+VyMWBAFQIDK1BhByjIh42/2p3CEtHRgXz/fXNq1tzHmjXN+Oabo1x9tdYG9FeLx0JoHBxMszuJSMWl0i4iligoMHn77cM88MA2EhODK86UmH8LDCajajO2+c+09mM4HAZr1tTnxhv/Aqpy8OAu9u7VaLs/cjigdSNofo3dSUQqLpV2EfE40zSZNesIo0fv5vHHz+D666vbHckeLpPfvsti4sQ8u5NYxjAMvvmmGRddlMnixU5eecXuRGKVT8aAGQuffGd3EpGKSaVdRDzuscdM7r13G888k8gttyTaHcc+hou6DY5Qu7aT5cv9d4WViAgHs2fXZODAcBYu3M2GDVl2RxKL3HMpPPSy3SlEKiaVdhHxqDFjMpg4cTMffFCPa69NsDuOvRwGaZVi+eC3TG6+eTVr1vjvhOD4+GCefroatWrlcu21e9i5U3cs+hvDgBHnw/Z0mPS63WlEKh6VdhHxqB9/3MHixTU599xYu6PYzxFAakgsjTvF8vHHTWnUKNLuRJZKTAzm+eeTqFzZSUaGSrs/igqDt8bAmj/tTiJS8ai0i4hHFBS4GDlyK489VouuXaMr5o2nJ9CxNsy5LYiGDSOIiAiwO47lqlQJ4rPPGtO0aZjdUcQCAQ6oWx2+XA0TNdouUq5U2kWkzLKynEyYsIMWLSLo3r2SCvu/rNwFd75pd4ryFRLiwOHQvwF/1SIJXrsbklMhI9vuNCIVh0q7iJRJdraLqVOTefvtFGrXDrU7joiUg+oJsOAXWLDC7iQiFYdKu4iUWmGhyaOPHuXll1N49tn6nHdenN2RvE6NSDivld0pRDyrW1MY2Bs+WQEHU+1OI1IxqLSLSKkNG7aLl1/ewezZdejfv4rdcbyPCfn5kJZpdxARz7u0O/xxAPartIuUC5V2ESm1+fN3s3hxA/r00Qj7CRlwMBN+/MPuICKe1zoJ6taGwQ9pbrtIeVBpFxG3uVwmZ5+9itWr29GqlX8vY1gmJnSoA8/o0e/ip2aPBDMcnKbdSUT8n0q7iLjtpps2MWtWU+rUCdVKMSdhmiYHU5ysWgt3P2d3GhFrxITDby8W/a+IWEulXUTcNmdOMxo3jlBhP4Wff86jTZu/ADA1Cil+zOEoelqqiFhLpV1ExAL9+//BgAH5VKsKXbV6jIiIlJFKu4iIBR5+OJpnpjQj0AERIXanERERX6fSLiJigVtvrYuBwb69sOgnu9OIiIivU2kXEbGKAe1aw8ThdgcRERFfp9IuImIVE9b+BhNm2R1ERER8nUq7iIiFQoIhLsbuFCIi4utU2kVELFS3Jvyvl90pRETE17lV2idMmIBhGMd8JCQkFL9vmiYTJkwgMTGRsLAwevTowcaNG485Rl5eHiNHjqRKlSpERETQv39/9uzZ45nPRkTEy2z+E6a/Z3cKERHxdW6PtDdr1oz9+/cXf6xfv774vSeffJIpU6Ywffp0Vq1aRUJCAn369CEjI6N4m1GjRjF//nzmzZvH8uXLyczMpF+/fjidTs98RiIi3sIEnIDL7iAiIuLrAt3eITDwmNH1v5mmybRp0xg3bhyXXXYZAK+//jrx8fG8/fbb3HLLLaSlpTFnzhzefPNNevfuDcDcuXOpVasWS5Ys4dxzzy3jpyMi4kUKC2gVtI1xQxvZnURERHyc2yPtW7duJTExkaSkJK666iq2bdsGwPbt20lOTqZv377F24aEhNC9e3dWrFgBwOrVqykoKDhmm8TERJo3b168zYnk5eWRnp5+zIeIiNcLCGRjfj2e/cDuICIi4uvcKu2dOnXijTfeYOHChcyePZvk5GS6dOnC4cOHSU5OBiA+Pv6YfeLj44vfS05OJjg4mNjY2JNucyKTJk0iJiam+KNWrVruxBYRsYdhUOhycDAll6wsTQEUEZHSc6u0n3/++Vx++eW0aNGC3r1788UXXwBF02D+ZhjGMfuYpnnca/91um3Gjh1LWlpa8cfu3bvdiS0iYp/sDN6esoLZs/fanURERHxYmZZ8jIiIoEWLFmzdurV4nvt/R8xTUlKKR98TEhLIz88nNTX1pNucSEhICNHR0cd8iIj4hIgYGp7TkmbNQuxOIiIiPqxMpT0vL4/NmzdTvXp1kpKSSEhIYPHixcXv5+fns2zZMrp06QJAu3btCAoKOmab/fv3s2HDhuJtRET8zVlnV6FPn5MPTIiIiJyOW6vH3H333Vx00UXUrl2blJQUHnvsMdLT07n22msxDINRo0YxceJEGjRoQIMGDZg4cSLh4eEMGjQIgJiYGIYOHcro0aOpXLkycXFx3H333cXTbURE/E3TJBg1wO4UIiLi69wq7Xv27GHgwIEcOnSIqlWrcuaZZ/LTTz9Rp04dAMaMGUNOTg7Dhw8nNTWVTp06sWjRIqKiooqPMXXqVAIDAxkwYAA5OTn06tWL1157jYCAAM9+ZiIiXmDbTnjrK5g0wu4kIiLiywzTNE27Q7grPT2dmJgY0tLSNL9dRLzWvhSodS7cOgim32N3GhER8TbudNoyzWkXEZFTa9UA7r/e7hQiIuLrVNpFRCy0dgs89JLdKURExNeptIuIWKhmNbhAi2OJiEgZqbSLiFgoNx8Op9mdQkREfJ1Ku4iIVZwuDm3I5eff7A4iIiK+TqVdRMQqZgGk/g577A4iIiK+TqVdRMQqwcHQuCXZmYVkZrrsTiMiIj5MpV1ExDIGBOXwzjt/8fLLWXaHERERH+bWE1FFRMQ98fEGDc+KBqJOu62IiMjJaKRdRMRCjtBwgqrF8NFHyfz+e57dcURExEdppF1ExEL7D8H+PUdhdw67dlWhcWO7E4mIiC9SaRcRsZIBV15ZjbBDJhCAaYJh2B1KRER8jabHiIhYxYSO9WD2hEBiYgro16+QHTvsDiUiIr5IpV1ExCoGrNwMdz4BCQnJBAdnYpp2hxIREV+k6TEiIlZxOYlzpNG2aRzDrzqDvDyIiLA7lIiI+CKVdhERC7hcJs9O3UxkXgy14+MAGD/e5lAiIuKzND1GRMQCt966nzp1Y9iVVYuPF9udRkREfJ1Ku4iIBT75ZC0XX1yT1k3hodvsTiMiIr5OpV1ExAK//94HwwEbtsAzc+xOIyIivk6lXUTEApUqBYNpUJgHWVl2pxEREV+n0i4iYqHoKGiYZHcKERHxdSrtIiIWqloZOrayO4WIiPg6lXYREQv9tQPmfmx3ChER8XUq7SIiFmrWCEbfaHcKERHxdSrtIiIW+nM7vPaB3SlERMTXqbSLiFgozwmH8+xOISIivk6lXUTEQuGhUKOa3SlERMTXqbSLiFiodlXof7bdKURExNeptIuIWOj37TBznt0pRETE16m0i4hYqFFduGWA3SlERMTXqbSLiFhozwH48ju7U4iIiK9TaRcRsVB2Luw7aHcKERHxdSrtIiIWatcUJo6yO4WIiPg6lXYREauYJr+sMbn3KbuDiIiIr1NpFxGxigs44gI9XElERMpIpV1ExEJn1IZBl9idQkREfJ1Ku4iIBZxOkwEDdnA4FdastzuNiIj4OpV2ERELmCasWBFPWvp2tvxpdxoREfF1Ku0iIpYx6dguhSkP251DRER8nUq7iIhVAnJZmdyFO8fbHURERHydSruIiAUMA/r122R3DBER8RMq7SIiFggIMHjxpbOoVQMuPtfuNCIi4utU2kVErGJCdgbs3Wd3EBER8XUq7SIiFjp8CH5ZZ3cKERHxdSrtIiIWME2TgtxsOtVZznOT7E4jIiK+TqVdRMQCTqdJUr3FBMZ2JTzM7jQiIuLrVNpFRCywfPl+4Chg2JxERET8gUq7iIiHvfdeHhddtIhrrmlkdxQREfETKu0iIh725JNrmTChPY8/3snuKCIi4icC7Q4gIuJvZs2qR4sWlTl42ACX3WlERMQfqLSLiHhY27ZV//mDaV8OERHxH5oeIyIiIiLi5VTaRURERES8nEq7iIiIiIiXU2kXEREREfFyKu0iIlbSV1kREfEAfTsREbGKKxsyF9qdQkRE/IBKu4iIVRxhENHT7hQiIuIHVNpFRKxiGuAMsjuFiIj4AZV2EREr6eFKIiLiASrtIiJW0ldZERHxAH07ERGxkkbaRUTEA1TaRURERES8nEq7iIiIiIiXU2kXEbGAaZocTTUhO8/uKCIi4gdU2kVELOBywVVXZYOx1O4oIiLiB1TaRUQsEBBgsGBhBASfa3cUERHxAyrtIiJWMuwOICIi/kClXURERETEy6m0i4hYSeu0i4iIB6i0i4iIiIh4OZV2EREr6ausiIh4gL6diIhYyWV3ABER8Qcq7SIiVtKcdhER8QCVdhERK2mkXUREPEClXURERETEy7ld2vfu3cuQIUOoXLky4eHhtG7dmtWrVxe/b5omEyZMIDExkbCwMHr06MHGjRuPOUZeXh4jR46kSpUqRERE0L9/f/bs2VP2z0ZERERExA+5VdpTU1Pp2rUrQUFBfPXVV2zatIlnnnmGSpUqFW/z5JNPMmXKFKZPn86qVatISEigT58+ZGRkFG8zatQo5s+fz7x581i+fDmZmZn069cPp9PpsU9MRERERMRfGKZplvg2qfvuu48ffviB77///oTvm6ZJYmIio0aN4t577wWKRtXj4+N54oknuOWWW0hLS6Nq1aq8+eabXHnllQDs27ePWrVq8eWXX3Luueced9y8vDzy8vKK/5yenk6tWrVIS0sjOjrarU9YRKS87NsPAwbC8qV2JxEREW+Unp5OTExMiTqtWyPtn376Ke3bt+eKK66gWrVqtGnThtmzZxe/v337dpKTk+nbt2/xayEhIXTv3p0VK1YAsHr1agoKCo7ZJjExkebNmxdv81+TJk0iJiam+KNWrVruxBYRERER8WlulfZt27Yxc+ZMGjRowMKFCxk2bBi33347b7zxBgDJyckAxMfHH7NffHx88XvJyckEBwcTGxt70m3+a+zYsaSlpRV/7N69253YIiIiIiI+LdCdjV0uF+3bt2fixIkAtGnTho0bNzJz5kyuueaa4u0MwzhmP9M0j3vtv061TUhICCEhIe5EFRERERHxG26NtFevXp2mTZse81qTJk3YtWsXAAkJCQDHjZinpKQUj74nJCSQn59PamrqSbcREfELJlBodwgREfEHbpX2rl27smXLlmNe++OPP6hTpw4ASUlJJCQksHjx4uL38/PzWbZsGV26dAGgXbt2BAUFHbPN/v372bBhQ/E2IiIiIiLyD7emx9x555106dKFiRMnMmDAAFauXMmsWbOYNWsWUDQtZtSoUUycOJEGDRrQoEEDJk6cSHh4OIMGDQIgJiaGoUOHMnr0aCpXrkxcXBx33303LVq0oHfv3p7/DEVEREREfJxbpb1Dhw7Mnz+fsWPH8sgjj5CUlMS0adMYPHhw8TZjxowhJyeH4cOHk5qaSqdOnVi0aBFRUVHF20ydOpXAwEAGDBhATk4OvXr14rXXXiMgIMBzn5mIiIiIiJ9wa512b+HOmpYiInbZtw8GDIDly+1OIiIi3siyddpFRERERKT8qbSLiIiIiHg5lXYRERERES+n0i4iIiIi4uVU2kVEREREvJxKu4iIiIiIl1NpFxERERHxcirtIiIiIiJeTqVdRERERMTLqbSLiIiIiHg5lXYRERERES+n0i4iIiIi4uVU2kVELLR3LyxaZHcKERHxdSrtIiKWyWXHju957z2n3UFERMTHqbSLiFgmCKgE/GBzDhER8XWBdgcQEfFfAUBTHI5Cu4OIiIiPU2kXEbFQhw4BPPVUgN0xRETEx2l6jIiIhVatgtGj7U4hIiK+TqVdRMRC1apBly52pxAREV+n0i4iYqGgIIiOtjuFiIj4OpV2EREL7d0LCxbYnUJERHydSruIiIiIiJdTaRcRsVDHjjB1qt0pRETE16m0i4hYxsXKlTnceafdOURExNeptIuIWKaQ2NhttGhhdw4REfF1Ku0iIpYJJiamGY0a2Z1DRER8nUq7iIiFduyADz6wO4WIiPg6lXYRERERES8XaHcAERH/ZdKhAzzzDIBhdxgREfFhGmkXEbHQqlVwzz12pxAREV+n0i4iYqGoKEhKsjuFiIj4OpV2ERELxcfDWWfZnUJERHydSruIiIX+/BNee83uFCIi4utU2kVEREREvJxKu4iIhdq1g4kT7U4hIiK+TqVdRMRCa9fChAl2pxAREV+n0i4iYqGQEIiLszuFiIj4OpV2EREL1a1rcsUVdqcQERFfp9IuImKhzZtdPP+80+4YIiLi4wLtDiAi4s8aNHAwdKjdKURExNdppF1ExEL795t8/bVpdwwREfFxGmkXEbFQZqbJjh12pxAREV+nkXYREQsFBUFMjGF3DBER8XEaaRcRsVDjxgHceqvdKURExNdppF1ExELr1zuZPFmrx4iISNlopF1ExEJJSQ6uvNLuFCIi4us00i4iYqHU1EI2bNBIu4iIlI1G2kVELHT0qIuNG3UjqoiIlI1G2kVELORwQGioSruIiJSNRtpFRCzUqlUw99+v0i4iImWjkXYREQutXZvPQw/l2x1DRER8nEbaRUQsVLNmABdcoJF2EREpG420i4hYKC8PjhyxO4WIiPg6lXYREQsdPOjkp5+05KOIiJSNpseIiFioQ4cQpkyxO4WIiPg6jbSLiFho1apsRo/OtTuGiIj4OJV2ERGLmabdCURExNdpeoyIiIXi4wM5+2ytHiMiImWjkXYREQs5HAbBwSrtIiJSNirtIiIW2r+/gCVLCu2OISIiPk7TY0RELNSuXRiTJtmdQkREfJ1G2kVELLRmTS4PPZRndwwREfFxGmkXEbGQaZoUFNidQkREfJ1G2kVELBQXZ9C2rb7UiohI2WikXUTEQpGRAdSurdVjRESkbDT8IyJiGZNdu3L5+ON8u4OIiIiP00i7iIhlDFq3juShh+zOISIivk4j7SIiljHZuDGLadNy7Q4iIiI+TiPtIiIW6tgxiGeeCbU7hoiI+DiNtIuIWMYAgjEM3YgqIiJlo9IuImIZE9CDlUREpOxU2kVELGXaHUBERPyASruIiGUMIMTuECIi4gdU2kVELKPpMSIi4hkq7SIiIiIiXs6t0l63bl0MwzjuY8SIEQCYpsmECRNITEwkLCyMHj16sHHjxmOOkZeXx8iRI6lSpQoRERH079+fPXv2eO4zEhHxGgag5R5FRKTs3Crtq1atYv/+/cUfixcvBuCKK64A4Mknn2TKlClMnz6dVatWkZCQQJ8+fcjIyCg+xqhRo5g/fz7z5s1j+fLlZGZm0q9fP5xOpwc/LRERb2ACOXaHEBERP+BWaa9atSoJCQnFH59//jn16tWje/fumKbJtGnTGDduHJdddhnNmzfn9ddfJzs7m7fffhuAtLQ05syZwzPPPEPv3r1p06YNc+fOZf369SxZssSST1BERERExNeVek57fn4+c+fO5YYbbsAwDLZv305ycjJ9+/Yt3iYkJITu3buzYsUKAFavXk1BQcEx2yQmJtK8efPibU4kLy+P9PT0Yz5ERLyfpseIiIhnlLq0f/zxxxw9epTrrrsOgOTkZADi4+OP2S4+Pr74veTkZIKDg4mNjT3pNicyadIkYmJiij9q1apV2tgiIuXIBPLtDiEiIn6g1KV9zpw5nH/++SQmJh7z+n8f122a5mkf4X26bcaOHUtaWlrxx+7du0sbW0SknBXYHUBERPxAqUr7zp07WbJkCTfeeGPxawkJCQDHjZinpKQUj74nJCSQn59PamrqSbc5kZCQEKKjo4/5EBHxfgYQZXcIERHxA6Uq7a+++irVqlXjwgsvLH4tKSmJhISE4hVloGje+7Jly+jSpQsA7dq1Iygo6Jht9u/fz4YNG4q3ERHxHyaQcdqtRERETifQ3R1cLhevvvoq1157LYGB/+xuGAajRo1i4sSJNGjQgAYNGjBx4kTCw8MZNGgQADExMQwdOpTRo0dTuXJl4uLiuPvuu2nRogW9e/f23GclIuI1gu0OICIifsDt0r5kyRJ27drFDTfccNx7Y8aMIScnh+HDh5OamkqnTp1YtGgRUVH//Hp46tSpBAYGMmDAAHJycujVqxevvfYaAQEBZftMRERERET8lGGapml3CHelp6cTExNDWlqa5reLiNfat8/FgAEZLF8eY3cUERHxQu502lKvHiMiIiIiIuVDpV1ExDJaPUZERDxDpV1ExDJaPUZERDxDpV1ExFK6yV5ERMpOpV1ExFIq7SIiUnYq7SIiljGBXLtDiIiIH1BpFxERERHxcirtIiKWcQBao11ERMpOpV1ExDIuIM3uECIi4gdU2kVELGMAgXaHEBERP6DSLiJiGQMIsjuEiIj4AZV2ERHLuIAsu0OIiIgfUGkXEbGMA4i2O4SIiPgBlXYREcu4gAy7Q4iIiB9QaRcRsZTL7gAiIuIHVNpFRCyl1WNERKTsVNpFRCzjAMLsDiEiIn5ApV1ExDKa0y4iIp6h0i4iYhkHEGV3CBER8QMq7SIilnEBOXaHEBERP6DSLiJiqUK7A4iIiB9QaRcRsZRhdwAREfEDKu0iIpbRnHYREfEMlXYREcu4gKN2hxARET+g0i4iYhkDjbSLiIgnqLSLiFjGBHLtDiEiIn5ApV1ExFIFdgcQERE/oNIuImIZB1DF7hAiIuIHVNpFRCzjAg7ZHUJERPyASruIiKVMuwOIiIgfUGkXEbGMAUTYHUJERPyASruIiGVMdCOqiIh4gkq7iIhlTCDP7hAiIuIHVNpFRCwTAFSzO4SIiPgBlXYREcs4gRS7Q4iIiB9QaRcRERER8XIq7SIilnEA4XaHEBERP6DSLiJiKa3TLiIiZafSLiJiGReQZXcIERHxAyrtIiKWCQDi7Q4hIiJ+QKVdRMQyTuCA3SFERMQPqLSLiFjGAILsDiEiIn5ApV1ExDIGEGF3CBER8QMq7SIilnEBqXaHEBERP6DSLiIiIiLi5VTaRUQsEwBUszuEiIj4AZV2ERHLOIFDdocQERE/oNIuImIZA32ZFRERT9B3ExERyxhAjN0hRETED6i0i4hYxgUctDuEiIj4AZV2EREREREvp9IuImIZrR4jIiKeodIuImIZJ3DY7hAiIuIHVNpFRCxl2h1ARET8gEq7iIhlAoCqdocQERE/oNIuImIZJ3DA7hAiIuIHVNpFRCzjQOu0i4iIJ6i0i4hYxgRy7Q4hIiJ+QKVdRMQyJpBjdwgREfEDKu0iIpYy7A4gIiJ+QKVdRMQyAUB1u0OIiIgfUGkXEbGME9hndwgREfEDKu0iIhaJjDS46qpou2OIiIgfUGkXEbFIdHQAt90Wa3cMERHxAyrtIiIiIiJeTqVdRERERMTLqbSLiIiIiHg5lXYRERERES+n0i4iIiIi4uVU2kVEREREvJxKu4iIiIiIl1NpFxERERHxcirtIiIiIiJeTqVdRERERMTLqbSLiIiIiHg5lXYRERERES+n0i4iIiIi4uVU2kVEREREvFyg3QFKwzRNANLT021OIiIiIiJSOn932b+77an4ZGnPyMgAoFatWjYnEREREREpm4yMDGJiYk65jWGWpNp7GZfLxZYtW2jatCm7d+8mOjra7kh+Iz09nVq1aum6WkDX1jq6ttbQdbWOrq11dG2toetqDdM0ycjIIDExEYfj1LPWfXKk3eFwUKNGDQCio6P1j8cCuq7W0bW1jq6tNXRdraNrax1dW2vounre6UbY/6YbUUVEREREvJxKu4iIiIiIl/PZ0h4SEsL48eMJCQmxO4pf0XW1jq6tdXRtraHrah1dW+vo2lpD19V+PnkjqoiIiIhIReKzI+0iIiIiIhWFSruIiIiIiJdTaRcRERER8XIq7SIiIiIiXk6lXURERETEy/lkaX/hhRdISkoiNDSUdu3a8f3339sdyet99913XHTRRSQmJmIYBh9//PEx75umyYQJE0hMTCQsLIwePXqwcePGY7bJy8tj5MiRVKlShYiICPr378+ePXvK8bPwPpMmTaJDhw5ERUVRrVo1LrnkErZs2XLMNrq27ps5cyYtW7YsfvJe586d+eqrr4rf1zX1nEmTJmEYBqNGjSp+Tde3dCZMmIBhGMd8JCQkFL+v61p6e/fuZciQIVSuXJnw8HBat27N6tWri9/XtS2dunXrHvdv1jAMRowYAei6eh3Tx8ybN88MCgoyZ8+ebW7atMm84447zIiICHPnzp12R/NqX375pTlu3Djzww8/NAFz/vz5x7w/efJkMyoqyvzwww/N9evXm1deeaVZvXp1Mz09vXibYcOGmTVq1DAXL15srlmzxjznnHPMVq1amYWFheX82XiPc88913z11VfNDRs2mOvWrTMvvPBCs3bt2mZmZmbxNrq27vv000/NL774wtyyZYu5ZcsW8/777zeDgoLMDRs2mKapa+opK1euNOvWrWu2bNnSvOOOO4pf1/UtnfHjx5vNmjUz9+/fX/yRkpJS/L6ua+kcOXLErFOnjnndddeZP//8s7l9+3ZzyZIl5p9//lm8ja5t6aSkpBzz73Xx4sUmYH777bemaeq6ehufK+0dO3Y0hw0bdsxrjRs3Nu+77z6bEvme/5Z2l8tlJiQkmJMnTy5+LTc314yJiTFffPFF0zRN8+jRo2ZQUJA5b9684m327t1rOhwOc8GCBeWW3dulpKSYgLls2TLTNHVtPSk2NtZ8+eWXdU09JCMjw2zQoIG5ePFis3v37sWlXde39MaPH2+2atXqhO/pupbevffea3br1u2k7+vaes4dd9xh1qtXz3S5XLquXsinpsfk5+ezevVq+vbte8zrffv2ZcWKFTal8n3bt28nOTn5mOsaEhJC9+7di6/r6tWrKSgoOGabxMREmjdvrmv/L2lpaQDExcUBurae4HQ6mTdvHllZWXTu3FnX1ENGjBjBhRdeSO/evY95Xde3bLZu3UpiYiJJSUlcddVVbNu2DdB1LYtPP/2U9u3bc8UVV1CtWjXatGnD7Nmzi9/XtfWM/Px85s6dyw033IBhGLquXsinSvuhQ4dwOp3Ex8cf83p8fDzJyck2pfJ9f1+7U13X5ORkgoODiY2NPek2FZ1pmtx1111069aN5s2bA7q2ZbF+/XoiIyMJCQlh2LBhzJ8/n6ZNm+qaesC8efNYs2YNkyZNOu49Xd/S69SpE2+88QYLFy5k9uzZJCcn06VLFw4fPqzrWgbbtm1j5syZNGjQgIULFzJs2DBuv/123njjDUD/Zj3l448/5ujRo1x33XWArqs3CrQ7QGkYhnHMn03TPO41cV9prquu/T9uu+02fvvtN5YvX37ce7q27mvUqBHr1q3j6NGjfPjhh1x77bUsW7as+H1d09LZvXs3d9xxB4sWLSI0NPSk2+n6uu/8888v/v8tWrSgc+fO1KtXj9dff50zzzwT0HUtDZfLRfv27Zk4cSIAbdq0YePGjcycOZNrrrmmeDtd27KZM2cO559/PomJice8ruvqPXxqpL1KlSoEBAQc99NbSkrKcT8JSsn9vbrBqa5rQkIC+fn5pKamnnSbimzkyJF8+umnfPvtt9SsWbP4dV3b0gsODqZ+/fq0b9+eSZMm0apVK5599lld0zJavXo1KSkptGvXjsDAQAIDA1m2bBnPPfccgYGBxddH17fsIiIiaNGiBVu3btW/2zKoXr06TZs2Pea1Jk2asGvXLkBfZz1h586dLFmyhBtvvLH4NV1X7+NTpT04OJh27dqxePHiY15fvHgxXbp0sSmV70tKSiIhIeGY65qfn8+yZcuKr2u7du0ICgo6Zpv9+/ezYcOGCn3tTdPktttu46OPPuKbb74hKSnpmPd1bT3HNE3y8vJ0TcuoV69erF+/nnXr1hV/tG/fnsGDB7Nu3TrOOOMMXV8PycvLY/PmzVSvXl3/bsuga9euxy2l+8cff1CnTh1AX2c94dVXX6VatWpceOGFxa/punqh8r7ztaz+XvJxzpw55qZNm8xRo0aZERER5o4dO+yO5tUyMjLMtWvXmmvXrjUBc8qUKebatWuLl8qcPHmyGRMTY3700Ufm+vXrzYEDB55wWaeaNWuaS5YsMdesWWP27Nmzwi/rdOutt5oxMTHm0qVLj1k2Kzs7u3gbXVv3jR071vzuu+/M7du3m7/99pt5//33mw6Hw1y0aJFpmrqmnvbv1WNMU9e3tEaPHm0uXbrU3LZtm/nTTz+Z/fr1M6Oiooq/P+m6ls7KlSvNwMBA8/HHHze3bt1qvvXWW2Z4eLg5d+7c4m10bUvP6XSatWvXNu+9997j3tN19S4+V9pN0zRnzJhh1qlTxwwODjbbtm1bvLyenNy3335rAsd9XHvttaZpFi2ZNX78eDMhIcEMCQkxzz77bHP9+vXHHCMnJ8e87bbbzLi4ODMsLMzs16+fuWvXLhs+G+9xomsKmK+++mrxNrq27rvhhhuK/xuvWrWq2atXr+LCbpq6pp7239Ku61s6f69hHRQUZCYmJpqXXXaZuXHjxuL3dV1L77PPPjObN29uhoSEmI0bNzZnzZp1zPu6tqW3cOFCEzC3bNly3Hu6rt7FME3TtGWIX0RERERESsSn5rSLiIiIiFREKu0iIiIiIl5OpV1ERERExMuptIuIiIiIeDmVdhERERERL6fSLiIiIiLi5VTaRURERES8nEq7iIiIiIiXU2kXEREREfFyKu0iIiIiIl5OpV1ERERExMv9Hx51PIJ2Y2LnAAAAAElFTkSuQmCC" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "s = mtg_scene(g, prop_cmap = 'j') # create a scene from the mtg with the property j is the radial flux in ul/s\n", - "view(s) # use PlantGL(s) to display in 3D" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "13ad9257-1116-4b41-b222-ab7df7be83bc", - "metadata": {}, - "outputs": [], - "source": [] + "execution_count": 7 } ], "metadata": { diff --git a/example/example_k_adjustment.ipynb b/example/example_k_adjustment.ipynb index 2e34d7d..4d84b88 100644 --- a/example/example_k_adjustment.ipynb +++ b/example/example_k_adjustment.ipynb @@ -17,16 +17,18 @@ }, { "cell_type": "code", - "execution_count": 1, "id": "b6cc47ef-4c99-4005-b041-b44dcb72312d", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:07:02.965968Z", + "start_time": "2025-10-28T14:07:02.237773Z" + } }, - "outputs": [], "source": [ "from openalea.hydroroot.main import hydroroot_flow, root_builder\n", "from openalea.hydroroot.init_parameter import Parameters\n", @@ -34,7 +36,9 @@ "from openalea.widgets.plantgl import PlantGL # notebook viewer 3D\n", "from openalea.plantgl.algo.view import view # 2D view\n", "from openalea.hydroroot.display import mtg_scene" - ] + ], + "outputs": [], + "execution_count": 1 }, { "cell_type": "markdown", @@ -46,26 +50,28 @@ }, "tags": [] }, - "source": [ - "## reading the input parameters file" - ] + "source": "## Reading the input parameters file" }, { "cell_type": "code", - "execution_count": 2, "id": "e8f87e3b-3e41-476a-9aa2-c2ad676606cf", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:07:02.979869Z", + "start_time": "2025-10-28T14:07:02.971399Z" + } }, - "outputs": [], "source": [ "parameter = Parameters()\n", "parameter.read_file('parameters.yml')" - ] + ], + "outputs": [], + "execution_count": 2 }, { "cell_type": "markdown", @@ -77,26 +83,28 @@ }, "tags": [] }, - "source": [ - "## reading the architecture file and building the MTG" - ] + "source": "## Reading the architecture file and building the MTG" }, { "cell_type": "code", - "execution_count": 3, "id": "62a1f2a1-0aa6-492c-8b6f-5c20a7ab3f28", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:07:03.025363Z", + "start_time": "2025-10-28T14:07:03.020662Z" + } }, - "outputs": [], "source": [ "fname = parameter.archi['input_dir'] + parameter.archi['input_file'][0]\n", "df = read_archi_data(fname) # replace 3 lines in example_parameter_class.ipynb" - ] + ], + "outputs": [], + "execution_count": 3 }, { "cell_type": "markdown", @@ -115,20 +123,24 @@ }, { "cell_type": "code", - "execution_count": 4, "id": "b63cd987-1689-4fff-9c28-559176546f1b", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:07:03.120757Z", + "start_time": "2025-10-28T14:07:03.068820Z" + } }, - "outputs": [], "source": [ "g, primary_length, total_length, surface, seed = root_builder(df = df, segment_length = parameter.archi['segment_length'],\n", " order_decrease_factor = parameter.archi['order_decrease_factor'], ref_radius = parameter.archi['ref_radius'])" - ] + ], + "outputs": [], + "execution_count": 4 }, { "cell_type": "markdown", @@ -141,45 +153,49 @@ "tags": [] }, "source": [ - "## Performing the adjustment\n", - "- 1st run with conductivities given in parameters.yml\n", + "## Performing the\n", + "Two steps:\n", + "- 1st run with conductivities given in parameters.yml and display water uptake before adjustement\n", "- 2d the adjustment of k0 to fit parameter.exp['Jv'], done with a very simple Newton-Raphson loop." ] }, { "cell_type": "code", - "execution_count": 5, "id": "36a30d5b-0a1e-4895-82da-7387a0462d7c", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:07:03.193034Z", + "start_time": "2025-10-28T14:07:03.172308Z" + } }, - "outputs": [], "source": [ "axial_data = parameter.hydro['axial_conductance_data']\n", "k0 = parameter.hydro['k0']\n", - "radial_data = ([0.0,0.2], [k0,k0])\n", + "radial_data = ([0.0,0.2], [k0,k0]) # 1st list dist. to tip in cm, 2d list radial conductivity in microL/(s.MPa.m**2)\n", "g, Keq, Jv = hydroroot_flow(g, segment_length = parameter.archi['segment_length'], psi_e = parameter.exp['psi_e'], \n", " psi_base = parameter.exp['psi_base'], axial_conductivity_data = axial_data, \n", " radial_conductivity_data = radial_data)" - ] + ], + "outputs": [], + "execution_count": 5 }, { "cell_type": "markdown", "id": "8fd6302f-be5e-4329-ad35-f43ae1c81649", "metadata": {}, "source": [ - "Display the local water uptake heatmap\n", + "#### Display the local water uptake heatmap before adjustment\n", "\n", "to reduce notebook size we use here a 2D view but you can use the openalea.widgets `PlantGL(s)` to display an interactive 3D view" ] }, { "cell_type": "code", - "execution_count": 6, "id": "8e69b038-2b32-4b03-8bbd-d8e1522cfb96", "metadata": { "editable": true, @@ -189,37 +205,57 @@ "tags": [ "\"nbsphinx-gallery\"", "nbsphinx-gallery" - ] + ], + "ExecuteTime": { + "end_time": "2025-10-28T14:07:03.508833Z", + "start_time": "2025-10-28T14:07:03.227044Z" + } }, + "source": [ + "s = mtg_scene(g, prop_cmap = 'j') # create a scene from the mtg with the property j is the radial flux in ul/s\n", + "view(s) # use PlantGL(s) to display in 3D" + ], "outputs": [ { "data": { - "image/png": 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", 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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], + "execution_count": 6 + }, + { + "metadata": {}, + "cell_type": "markdown", "source": [ - "s = mtg_scene(g, prop_cmap = 'j') # create a scene from the mtg with the property j is the radial flux in ul/s\n", - "view(s) # use PlantGL(s) to display in 3D" - ] + "#### Adjustement of radial conductivity\n", + "\n", + "The adjustement is done by a simple Newton-Raphson scheme" + ], + "id": "7e05b4912a178ad5" }, { "cell_type": "code", - "execution_count": 7, "id": "801eb8ae-babe-4a44-9891-029f704e61a2", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:07:03.633771Z", + "start_time": "2025-10-28T14:07:03.516334Z" + } }, - "outputs": [], "source": [ "k0_old = k0\n", "F_old = (Jv - parameter.exp['Jv'])**2.0 # the objective function\n", @@ -245,7 +281,9 @@ " k0 = 0.5 * k0_old\n", "\n", " F_old = F" - ] + ], + "outputs": [], + "execution_count": 7 }, { "cell_type": "markdown", @@ -263,15 +301,21 @@ }, { "cell_type": "code", - "execution_count": 8, "id": "8cb74613-2f9c-418a-af07-8247f6d5b4a6", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:07:03.647751Z", + "start_time": "2025-10-28T14:07:03.644531Z" + } }, + "source": [ + "print('experimental Jv: ', parameter.exp['Jv'], 'simulated Jv: ', Jv, 'adjusted k: ', k0)" + ], "outputs": [ { "name": "stdout", @@ -281,45 +325,55 @@ ] } ], - "source": [ - "print('experimental Jv: ', parameter.exp['Jv'], 'simulated Jv: ', Jv, 'adjusted k: ', k0)" - ] + "execution_count": 8 }, { "cell_type": "code", - "execution_count": 9, "id": "d4435c66-cfbb-45ab-8fc2-ed23d4d52bce", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:07:03.963310Z", + "start_time": "2025-10-28T14:07:03.699105Z" + } }, + "source": [ + "s = mtg_scene(g, prop_cmap = 'j') # create a scene from the mtg with the property j is the radial flux in ul/s\n", + "view(s) # use PlantGL(s) to display in 3D" + ], "outputs": [ { "data": { - "image/png": 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", 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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "s = mtg_scene(g, prop_cmap = 'j') # create a scene from the mtg with the property j is the radial flux in ul/s\n", - "view(s) # use PlantGL(s) to display in 3D" - ] + "execution_count": 9 }, { "cell_type": "code", - "execution_count": null, "id": "2893e0f1-822b-4198-ba29-f3873743f8ec", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-28T14:07:03.971443Z", + "start_time": "2025-10-28T14:07:03.969854Z" + } + }, + "source": [], "outputs": [], - "source": [] + "execution_count": null } ], "metadata": { diff --git a/example/example_parameter_class.ipynb b/example/example_parameter_class.ipynb index db3aa87..ee5610f 100644 --- a/example/example_parameter_class.ipynb +++ b/example/example_parameter_class.ipynb @@ -178,16 +178,18 @@ }, { "cell_type": "code", - "execution_count": 1, "id": "b6cc47ef-4c99-4005-b041-b44dcb72312d", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:36:08.756878Z", + "start_time": "2025-10-28T14:36:07.971926Z" + } }, - "outputs": [], "source": [ "from openalea.hydroroot.main import hydroroot_flow, root_builder\n", "from openalea.hydroroot.init_parameter import Parameters\n", @@ -195,7 +197,9 @@ "from openalea.widgets.plantgl import PlantGL # notebook viewer 3D\n", "from openalea.plantgl.algo.view import view # 2D view\n", "from openalea.hydroroot.display import mtg_scene" - ] + ], + "outputs": [], + "execution_count": 1 }, { "cell_type": "markdown", @@ -208,25 +212,31 @@ "tags": [] }, "source": [ - "Read the yaml file and set the Parameters variables, assuming that the code is run from the example folder" + "### Read the yaml file and set the Parameters variables\n", + "\n", + "assuming that the code is run from the example folder" ] }, { "cell_type": "code", - "execution_count": 2, "id": "e8f87e3b-3e41-476a-9aa2-c2ad676606cf", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:36:08.770806Z", + "start_time": "2025-10-28T14:36:08.762725Z" + } }, - "outputs": [], "source": [ "parameter = Parameters()\n", - "parameter.read_file('parameters_palnt_01.yml')" - ] + "parameter.read_file('parameters_plant_01.yml')" + ], + "outputs": [], + "execution_count": 2 }, { "cell_type": "markdown", @@ -238,22 +248,22 @@ }, "tags": [] }, - "source": [ - "Read the architecture file and build the MTG" - ] + "source": "### Read the architecture file and build the MTG" }, { "cell_type": "code", - "execution_count": 3, "id": "62a1f2a1-0aa6-492c-8b6f-5c20a7ab3f28", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:36:08.959304Z", + "start_time": "2025-10-28T14:36:08.812514Z" + } }, - "outputs": [], "source": [ "fname = parameter.archi['input_dir'] + parameter.archi['input_file'][0]\n", "df = read_archi_data(fname)\n", @@ -266,7 +276,9 @@ " order_max = parameter.archi['order_max'],\n", " order_decrease_factor = parameter.archi['order_decrease_factor'],\n", " ref_radius = parameter.archi['ref_radius'])" - ] + ], + "outputs": [], + "execution_count": 3 }, { "cell_type": "markdown", @@ -278,41 +290,55 @@ }, "tags": [] }, - "source": [ - "Calculation of the equivalent conductance and the sap flux" - ] + "source": "### Calculation of the equivalent conductance and the sap flux" }, { "cell_type": "code", - "execution_count": 4, "id": "36a30d5b-0a1e-4895-82da-7387a0462d7c", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:36:09.038265Z", + "start_time": "2025-10-28T14:36:08.964790Z" + } }, - "outputs": [], "source": [ "g, Keq, Jv = hydroroot_flow(g, segment_length = parameter.archi['segment_length'],\n", " psi_e = parameter.exp['psi_e'],\n", " psi_base = parameter.exp['psi_base'],\n", " axial_conductivity_data = parameter.hydro['axial_conductance_data'],\n", " radial_conductivity_data = parameter.hydro['k0'])" - ] + ], + "outputs": [], + "execution_count": 4 }, { "cell_type": "code", - "execution_count": 5, "id": "8cb74613-2f9c-418a-af07-8247f6d5b4a6", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [], + "ExecuteTime": { + "end_time": "2025-10-28T14:36:09.047637Z", + "start_time": "2025-10-28T14:36:09.045149Z" + } }, + "source": [ + "result=f\"\"\"\n", + "primary length (m): {primary_length}\n", + "surface (m2): {surface}\n", + "total length (m): {total_length}\n", + "flux (microL/s): {Jv}\n", + "\"\"\"\n", + "print(result)" + ], "outputs": [ { "name": "stdout", @@ -327,55 +353,47 @@ ] } ], - "source": [ - "result=f\"\"\"\n", - "primary length (m): {primary_length}\n", - "surface (m2): {surface}\n", - "total length (m): {total_length}\n", - "flux (microL/s): {Jv}\n", - "\"\"\"\n", - "print(result)" - ] + "execution_count": 5 }, { "cell_type": "markdown", "id": "586c2790-a2a9-4500-9f59-8d0138ee606b", "metadata": {}, "source": [ - "Display the local water uptake heatmap\n", + "### Display the local water uptake heatmap\n", "\n", "to reduce notebook size we use here a 2D view but you can use the openalea.widgets `PlantGL(s)` to display an interactive 3D view" ] }, { "cell_type": "code", - "execution_count": 6, "id": "f6bd2388-a686-41b1-9c57-cdf66061afed", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-28T14:36:09.575569Z", + "start_time": "2025-10-28T14:36:09.092291Z" + } + }, + "source": [ + "s = mtg_scene(g, prop_cmap = 'j') # create a scene from the mtg with the property j is the radial flux in ul/s\n", + "view(s) # use PlantGL(s) to display in 3D" + ], "outputs": [ { "data": { - "image/png": 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", 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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "s = mtg_scene(g, prop_cmap = 'j') # create a scene from the mtg with the property j is the radial flux in ul/s\n", - "view(s) # use PlantGL(s) to display in 3D" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d60a8f61-e4d8-4360-aef7-e5098054b9f0", - "metadata": {}, - "outputs": [], - "source": [] + "execution_count": 6 } ], "metadata": { diff --git a/example/notebook_list.ipynb b/example/notebook_list.ipynb new file mode 100644 index 0000000..8f4aa53 --- /dev/null +++ b/example/notebook_list.ipynb @@ -0,0 +1,98 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "f48c87b6-5b6c-40b7-91d6-bd9507b9da33", + "metadata": {}, + "source": [ + "# OpenAlea HydroRoot Gallery\n", + "You will find below links to different Jupyter notebooks." + ] + }, + { + "cell_type": "markdown", + "id": "41c80f38-4874-4584-8e37-83ce3ffdb732", + "metadata": {}, + "source": [ + "## Measured and Simulated architectures\n", + "These are small examples of direct water flow simulations on root simulated, RSML and measured architectures." + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "50afc3aa-1b22-48e2-9634-0ebff5e1f3d3", + "metadata": {}, + "source": [ + "- [Read architecture from text file and run a simulation](example_archi_from_file.ipynb)\n", + "- [Read architecture from RSML file and run a simulation](example_archi_from_rsml.ipynb)\n", + "- [Run a simulation on a generated root](example_generated_archi.ipynb)" + ] + }, + { + "cell_type": "markdown", + "id": "ffeb1e3a-7ad0-4e69-a24d-a5047a4502f0", + "metadata": {}, + "source": [ + "## Parameter class\n", + "`Parameter` is a python class that manage HydroRoot model parameters allowing for example to use yaml file as input." + ] + }, + { + "cell_type": "markdown", + "id": "b24060c7-9e72-4748-b9da-35a6e8d2edef", + "metadata": {}, + "source": [ + "- [Run simple calculation using the Parameters class](example_parameter_class.ipynb)" + ] + }, + { + "cell_type": "markdown", + "id": "70701519-a87a-4d76-ab9b-71a8f533f7bb", + "metadata": {}, + "source": [ + "## Hydraulic parameters adjustment\n", + "These are examples showing how to determine transport parameters from experiments." + ] + }, + { + "cell_type": "markdown", + "id": "6bd99a08-2021-499d-bf88-ee4c056ef5c8", + "metadata": {}, + "source": [ + "- [Radial conductivity](example_k_adjustment.ipynb)\n", + "- [Solute and water transport parameters](example_solute_water_transport.ipynb)\n", + "- [Example of cut and flow (CnF) analysis](example_cut_and_flow_analysis.ipynb)\n", + "- [Boursiac et al. 2022](Boursiac2022/boursiac2022.ipynb)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.9" + }, + "widgets": { + "application/vnd.jupyter.widget-state+json": { + "state": {}, + "version_major": 2, + "version_minor": 0 + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/example/parameters_palnt_01.yml b/example/parameters_plant_01.yml similarity index 100% rename from example/parameters_palnt_01.yml rename to example/parameters_plant_01.yml diff --git a/example/test.rsml b/example/test.rsml deleted file mode 100644 index 3618237..0000000 --- a/example/test.rsml +++ /dev/null @@ -1,1781 +0,0 @@ - - - - 1.0 - m - 0.0001 - HydroRoot - - 2025-07-01T13:27:09.198974 - - - - - integer - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 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