diff --git a/experiment/eurocode_data/main_eurocode_drawing.py b/experiment/eurocode_data/main_eurocode_drawing.py
index ca616dcd2a76a6dbba39b763872d96cbe02d327e..e1c373f9e062e2ef58c7e548b8d1cedbd8b04e61 100644
--- a/experiment/eurocode_data/main_eurocode_drawing.py
+++ b/experiment/eurocode_data/main_eurocode_drawing.py
@@ -1,154 +1,154 @@
-import time
-import os.path as op
-import matplotlib.pyplot as plt
-from collections import OrderedDict
-
-from experiment.meteo_france_data.scm_models_data.visualization.study_visualization.study_visualizer import \
- StudyVisualizer
-from extreme_fit.model.result_from_model_fit.result_from_extremes.eurocode_return_level_uncertainties import \
- ConfidenceIntervalMethodFromExtremes
-from experiment.paper_past_snow_loads.result_trends_and_return_levels.plot_uncertainty_curves import \
- plot_uncertainty_massifs, get_model_name
-from experiment.eurocode_data.massif_name_to_departement import MASSIF_NAMES_ALPS
-from experiment.eurocode_data.utils import EUROCODE_ALTITUDES
-from experiment.meteo_france_data.scm_models_data.crocus.crocus import CrocusSwe3Days, CrocusSweTotal
-from experiment.meteo_france_data.scm_models_data.visualization.hypercube_visualization.altitude_hypercube_visualizer import \
- AltitudeHypercubeVisualizer
-from experiment.meteo_france_data.scm_models_data.visualization.hypercube_visualization.utils_hypercube import \
- load_altitude_visualizer
-from extreme_fit.model.margin_model.linear_margin_model.temporal_linear_margin_models import StationaryTemporalModel, \
- NonStationaryLocationAndScaleTemporalModel
-
-# Model class
-import matplotlib as mpl
-
-from root_utils import VERSION_TIME
-
-mpl.rcParams['text.usetex'] = True
-mpl.rcParams['text.latex.preamble'] = [r'\usepackage{amsmath}']
-
-
-def massif_name_to_ordered_return_level_uncertainties(model_class, last_year_for_the_data, altitudes, massif_names,
- uncertainty_methods, temporal_covariate):
- # Load model name
- model_name = get_model_name(model_class)
- # Load altitude visualizer
- altitude_visualizer = load_altitude_visualizer(AltitudeHypercubeVisualizer, altitudes=altitudes,
- last_starting_year=None, nb_data_reduced_for_speed=False,
- only_first_one=False, save_to_file=False,
- exact_starting_year=1958,
- first_starting_year=None,
- study_classes=[CrocusSwe3Days, CrocusSweTotal][1:],
- trend_test_class=None) # type: AltitudeHypercubeVisualizer
- # Loop on the data
- assert isinstance(altitude_visualizer.tuple_to_study_visualizer, OrderedDict)
- massif_name_to_ordered_eurocode_level_uncertainty = {
- massif_name: {ci_method: [] for ci_method in uncertainty_methods} for massif_name in massif_names}
- for altitude, visualizer in altitude_visualizer.tuple_to_study_visualizer.items():
- print('{} processing altitude = {} '.format(model_name, altitude))
- for ci_method in uncertainty_methods:
- d = visualizer.massif_name_to_altitude_and_eurocode_level_uncertainty(model_class, last_year_for_the_data,
- massif_names, ci_method,
- temporal_covariate)
- # Append the altitude one by one
- for massif_name, return_level_uncertainty in d.items():
- massif_name_to_ordered_eurocode_level_uncertainty[massif_name][ci_method].append(
- return_level_uncertainty)
- return {model_name: massif_name_to_ordered_eurocode_level_uncertainty}
-
-
-def plot_ci_graphs(altitudes, massif_names, model_class_and_last_year, show, temporal_covariate, uncertainty_methods):
- model_name_to_massif_name_to_ordered_return_level = {}
- for model_class, last_year_for_the_data in model_class_and_last_year:
- start = time.time()
- model_name_to_massif_name_to_ordered_return_level.update(
- massif_name_to_ordered_return_level_uncertainties(model_class, last_year_for_the_data, altitudes,
- massif_names, uncertainty_methods, temporal_covariate))
- duration = time.time() - start
- print('Duration:', model_class, duration)
- # Transform the dictionary into the desired format
- massif_name_to_model_name_to_ordered_return_level_uncertainties = {}
- for massif_name in massif_names:
- d2 = {model_name: model_name_to_massif_name_to_ordered_return_level[model_name][massif_name] for model_name in
- model_name_to_massif_name_to_ordered_return_level.keys()}
- massif_name_to_model_name_to_ordered_return_level_uncertainties[massif_name] = d2
- # Plot graph
- plot_uncertainty_massifs(
- massif_name_to_model_name_to_ordered_return_level_uncertainties, nb_massif_names=len(massif_names),
- nb_model_names=len(model_class_and_last_year))
- if show:
- plt.show()
- else:
- massif_names_str = '_'.join(massif_names)
- model_names_str = '_'.join(
- [model_name for model_name in model_name_to_massif_name_to_ordered_return_level.keys()])
- filename = op.join(VERSION_TIME, model_names_str + '_' + massif_names_str)
- StudyVisualizer.savefig_in_results(filename)
-
-
-def main_drawing():
- fast_plot = [True, False][0]
- temporal_covariate = 2017
- # Select parameters
- massif_names = MASSIF_NAMES_ALPS[:]
- model_class_and_last_year = [
- (StationaryTemporalModel, 2017),
- (NonStationaryLocationAndScaleTemporalModel, 2017),
- # Add the temperature here
- ][:]
- altitudes = EUROCODE_ALTITUDES[:]
- uncertainty_methods = [ConfidenceIntervalMethodFromExtremes.my_bayes,
- ConfidenceIntervalMethodFromExtremes.ci_mle]
- show = False
-
- if fast_plot:
- show = True
- model_class_and_last_year = model_class_and_last_year[:]
- altitudes = altitudes[-2:]
- # altitudes = altitudes[:]
- massif_names = massif_names[:1]
- uncertainty_methods = uncertainty_methods[:]
-
- plot_ci_graphs(altitudes, massif_names, model_class_and_last_year, show, temporal_covariate, uncertainty_methods)
-
-
-# Create 5 main plots
-def main_5_drawings():
- model_class_and_last_year = [
- (StationaryTemporalModel, 2017),
- (NonStationaryLocationAndScaleTemporalModel, 2017),
- # Add the temperature here
- ][:1]
- altitudes = EUROCODE_ALTITUDES[:]
- uncertainty_methods = [ConfidenceIntervalMethodFromExtremes.my_bayes,
- ConfidenceIntervalMethodFromExtremes.ci_mle]
- show = False
- massif_names = MASSIF_NAMES_ALPS[:]
- temporal_covariate = 2017
- m = 4
- n = (23 // m) + 1
- for i in list(range(n))[:]:
- massif_names = MASSIF_NAMES_ALPS[m * i: m * (i+1)]
- print(massif_names)
- plot_ci_graphs(altitudes, massif_names, model_class_and_last_year, show, temporal_covariate, uncertainty_methods)
-
-
-def main_3_massif_of_interest():
- massif_names = ['Parpaillon', 'Chartreuse', 'Maurienne'][1:]
- model_class_and_last_year = [
- (StationaryTemporalModel, 2017),
- (NonStationaryLocationAndScaleTemporalModel, 2017),
- # Add the temperature here
- ][:]
- altitudes = EUROCODE_ALTITUDES[1:]
- uncertainty_methods = [ConfidenceIntervalMethodFromExtremes.my_bayes,
- ConfidenceIntervalMethodFromExtremes.ci_mle][:]
- temporal_covariate = 2017
- show = False
- plot_ci_graphs(altitudes, massif_names, model_class_and_last_year, show, temporal_covariate, uncertainty_methods)
-
-
-if __name__ == '__main__':
- # main_drawing()
- # main_5_drawings()
- main_3_massif_of_interest()
\ No newline at end of file
+# import time
+# import os.path as op
+# import matplotlib.pyplot as plt
+# from collections import OrderedDict
+#
+# from experiment.meteo_france_data.scm_models_data.visualization.study_visualization.study_visualizer import \
+# StudyVisualizer
+# from extreme_fit.model.result_from_model_fit.result_from_extremes.eurocode_return_level_uncertainties import \
+# ConfidenceIntervalMethodFromExtremes
+# from papers.exceeding_snow_loads.result_trends_and_return_levels.plot_uncertainty_curves import \
+# plot_uncertainty_massifs
+# from experiment.eurocode_data.massif_name_to_departement import MASSIF_NAMES_ALPS
+# from experiment.eurocode_data.utils import EUROCODE_ALTITUDES
+# from experiment.meteo_france_data.scm_models_data.crocus.crocus import CrocusSwe3Days, CrocusSweTotal
+# from experiment.meteo_france_data.scm_models_data.visualization.hypercube_visualization.altitude_hypercube_visualizer import \
+# AltitudeHypercubeVisualizer
+# from experiment.meteo_france_data.scm_models_data.visualization.hypercube_visualization.utils_hypercube import \
+# load_altitude_visualizer
+# from extreme_fit.model.margin_model.linear_margin_model.temporal_linear_margin_models import StationaryTemporalModel, \
+# NonStationaryLocationAndScaleTemporalModel
+#
+# # Model class
+# import matplotlib as mpl
+#
+# from root_utils import VERSION_TIME
+#
+# mpl.rcParams['text.usetex'] = True
+# mpl.rcParams['text.latex.preamble'] = [r'\usepackage{amsmath}']
+#
+#
+# def massif_name_to_ordered_return_level_uncertainties(model_class, last_year_for_the_data, altitudes, massif_names,
+# uncertainty_methods, temporal_covariate):
+# # Load model name
+# model_name = get_model_name(model_class)
+# # Load altitude visualizer
+# altitude_visualizer = load_altitude_visualizer(AltitudeHypercubeVisualizer, altitudes=altitudes,
+# last_starting_year=None, nb_data_reduced_for_speed=False,
+# only_first_one=False, save_to_file=False,
+# exact_starting_year=1958,
+# first_starting_year=None,
+# study_classes=[CrocusSwe3Days, CrocusSweTotal][1:],
+# trend_test_class=None) # type: AltitudeHypercubeVisualizer
+# # Loop on the data
+# assert isinstance(altitude_visualizer.tuple_to_study_visualizer, OrderedDict)
+# massif_name_to_ordered_eurocode_level_uncertainty = {
+# massif_name: {ci_method: [] for ci_method in uncertainty_methods} for massif_name in massif_names}
+# for altitude, visualizer in altitude_visualizer.tuple_to_study_visualizer.items():
+# print('{} processing altitude = {} '.format(model_name, altitude))
+# for ci_method in uncertainty_methods:
+# d = visualizer.massif_name_to_altitude_and_eurocode_level_uncertainty(model_class, last_year_for_the_data,
+# massif_names, ci_method,
+# temporal_covariate)
+# # Append the altitude one by one
+# for massif_name, return_level_uncertainty in d.items():
+# massif_name_to_ordered_eurocode_level_uncertainty[massif_name][ci_method].append(
+# return_level_uncertainty)
+# return {model_name: massif_name_to_ordered_eurocode_level_uncertainty}
+#
+#
+# def plot_ci_graphs(altitudes, massif_names, model_class_and_last_year, show, temporal_covariate, uncertainty_methods):
+# model_name_to_massif_name_to_ordered_return_level = {}
+# for model_class, last_year_for_the_data in model_class_and_last_year:
+# start = time.time()
+# model_name_to_massif_name_to_ordered_return_level.update(
+# massif_name_to_ordered_return_level_uncertainties(model_class, last_year_for_the_data, altitudes,
+# massif_names, uncertainty_methods, temporal_covariate))
+# duration = time.time() - start
+# print('Duration:', model_class, duration)
+# # Transform the dictionary into the desired format
+# massif_name_to_model_name_to_ordered_return_level_uncertainties = {}
+# for massif_name in massif_names:
+# d2 = {model_name: model_name_to_massif_name_to_ordered_return_level[model_name][massif_name] for model_name in
+# model_name_to_massif_name_to_ordered_return_level.keys()}
+# massif_name_to_model_name_to_ordered_return_level_uncertainties[massif_name] = d2
+# # Plot graph
+# plot_uncertainty_massifs(
+# massif_name_to_model_name_to_ordered_return_level_uncertainties, nb_massif_names=len(massif_names),
+# nb_model_names=len(model_class_and_last_year))
+# if show:
+# plt.show()
+# else:
+# massif_names_str = '_'.join(massif_names)
+# model_names_str = '_'.join(
+# [model_name for model_name in model_name_to_massif_name_to_ordered_return_level.keys()])
+# filename = op.join(VERSION_TIME, model_names_str + '_' + massif_names_str)
+# StudyVisualizer.savefig_in_results(filename)
+#
+#
+# def main_drawing():
+# fast_plot = [True, False][0]
+# temporal_covariate = 2017
+# # Select parameters
+# massif_names = MASSIF_NAMES_ALPS[:]
+# model_class_and_last_year = [
+# (StationaryTemporalModel, 2017),
+# (NonStationaryLocationAndScaleTemporalModel, 2017),
+# # Add the temperature here
+# ][:]
+# altitudes = EUROCODE_ALTITUDES[:]
+# uncertainty_methods = [ConfidenceIntervalMethodFromExtremes.my_bayes,
+# ConfidenceIntervalMethodFromExtremes.ci_mle]
+# show = False
+#
+# if fast_plot:
+# show = True
+# model_class_and_last_year = model_class_and_last_year[:]
+# altitudes = altitudes[-2:]
+# # altitudes = altitudes[:]
+# massif_names = massif_names[:1]
+# uncertainty_methods = uncertainty_methods[:]
+#
+# plot_ci_graphs(altitudes, massif_names, model_class_and_last_year, show, temporal_covariate, uncertainty_methods)
+#
+#
+# # Create 5 main plots
+# def main_5_drawings():
+# model_class_and_last_year = [
+# (StationaryTemporalModel, 2017),
+# (NonStationaryLocationAndScaleTemporalModel, 2017),
+# # Add the temperature here
+# ][:1]
+# altitudes = EUROCODE_ALTITUDES[:]
+# uncertainty_methods = [ConfidenceIntervalMethodFromExtremes.my_bayes,
+# ConfidenceIntervalMethodFromExtremes.ci_mle]
+# show = False
+# massif_names = MASSIF_NAMES_ALPS[:]
+# temporal_covariate = 2017
+# m = 4
+# n = (23 // m) + 1
+# for i in list(range(n))[:]:
+# massif_names = MASSIF_NAMES_ALPS[m * i: m * (i+1)]
+# print(massif_names)
+# plot_ci_graphs(altitudes, massif_names, model_class_and_last_year, show, temporal_covariate, uncertainty_methods)
+#
+#
+# def main_3_massif_of_interest():
+# massif_names = ['Parpaillon', 'Chartreuse', 'Maurienne'][1:]
+# model_class_and_last_year = [
+# (StationaryTemporalModel, 2017),
+# (NonStationaryLocationAndScaleTemporalModel, 2017),
+# # Add the temperature here
+# ][:]
+# altitudes = EUROCODE_ALTITUDES[1:]
+# uncertainty_methods = [ConfidenceIntervalMethodFromExtremes.my_bayes,
+# ConfidenceIntervalMethodFromExtremes.ci_mle][:]
+# temporal_covariate = 2017
+# show = False
+# plot_ci_graphs(altitudes, massif_names, model_class_and_last_year, show, temporal_covariate, uncertainty_methods)
+#
+#
+# if __name__ == '__main__':
+# # main_drawing()
+# # main_5_drawings()
+# main_3_massif_of_interest()
\ No newline at end of file
diff --git a/experiment/meteo_france_data/adamont_data/ensemble_simulation.py b/experiment/meteo_france_data/adamont_data/ensemble_simulation.py
index bdd1b692d5b4a1b669d59cfcd292017525e6745e..336df9eafb7b50b56a815592021d8c573131dcda 100644
--- a/experiment/meteo_france_data/adamont_data/ensemble_simulation.py
+++ b/experiment/meteo_france_data/adamont_data/ensemble_simulation.py
@@ -27,6 +27,7 @@ class EnsembleSimulation(object):
# Load simulations
# todo: so far i am using one ensemble member
+ print('single ensemble member', self.nc_files[0])
self.simulations = [SingleSimulation(nc_path, self.parameter,
self.first_winter_required_for_histo,
self.last_year_for_histo) for nc_path in self.nc_paths][:1]
diff --git a/experiment/meteo_france_data/scm_models_data/visualization/study_visualization/main_study_visualizer.py b/experiment/meteo_france_data/scm_models_data/visualization/study_visualization/main_study_visualizer.py
index 102dedd5efc90357f1f46081f0878a5c2105c341..e1843a71986a74eb8b08b6d7549ca372fe9b0d13 100644
--- a/experiment/meteo_france_data/scm_models_data/visualization/study_visualization/main_study_visualizer.py
+++ b/experiment/meteo_france_data/scm_models_data/visualization/study_visualization/main_study_visualizer.py
@@ -3,7 +3,7 @@ from typing import List
from experiment.meteo_france_data.scm_models_data.visualization.study_visualization.study_visualizer import \
StudyVisualizer
-from experiment.paper_past_snow_loads.discussion_data_comparison_with_eurocode.crocus_study_comparison_with_eurocode import \
+from papers.exceeding_snow_loads.discussion_data_comparison_with_eurocode.crocus_study_comparison_with_eurocode import \
CrocusDifferenceSnowLoad, \
CrocusSnowDensityAtMaxofSwe, CrocusDifferenceSnowLoadRescaledAndEurocodeToSeeSynchronization, \
CrocusSnowDepthDifference, CrocusSnowDepthAtMaxofSwe
diff --git a/experiment/meteo_france_data/scm_models_data/visualization/study_visualization/study_visualizer.py b/experiment/meteo_france_data/scm_models_data/visualization/study_visualization/study_visualizer.py
index a346d59a44bac725cb852594fb489060a2ee8e53..6891acfbba86a4dcf46fdc8e1196c4bd5654e1c3 100644
--- a/experiment/meteo_france_data/scm_models_data/visualization/study_visualization/study_visualizer.py
+++ b/experiment/meteo_france_data/scm_models_data/visualization/study_visualization/study_visualizer.py
@@ -21,7 +21,6 @@ from experiment.trend_analysis.non_stationary_trends import \
ConditionalIndedendenceLocationTrendTest, MaxStableLocationTrendTest, IndependenceLocationTrendTest
from experiment.meteo_france_data.scm_models_data.visualization.utils import create_adjusted_axes
from experiment.trend_analysis.univariate_test.univariate_test_results import compute_gev_change_point_test_results
-from experiment.utils import average_smoothing_with_sliding_window
from extreme_fit.distribution.abstract_params import AbstractParams
from extreme_fit.estimator.full_estimator.abstract_full_estimator import \
FullEstimatorInASingleStepWithSmoothMargin
@@ -699,7 +698,7 @@ class StudyVisualizer(VisualizationParameters):
tuples_x_y = [(year, np.mean(data[:, massif_id])) for year, data in
self.study.year_to_daily_time_serie_array.items()]
x, y = list(zip(*tuples_x_y))
- x, y = average_smoothing_with_sliding_window(x, y, window_size_for_smoothing=self.window_size_for_smoothing)
+ x, y = self.average_smoothing_with_sliding_window(x, y, window_size_for_smoothing=self.window_size_for_smoothing)
ax.plot(x, y, color=color_mean)
ax.set_ylabel('mean'.format(self.window_size_for_smoothing), color=color_mean)
massif_name = self.study.study_massif_names[massif_id]
@@ -713,7 +712,7 @@ class StudyVisualizer(VisualizationParameters):
tuples_x_y = [(year, annual_maxima[massif_id]) for year, annual_maxima in
self.study.year_to_annual_maxima.items()]
x, y = list(zip(*tuples_x_y))
- x, y = average_smoothing_with_sliding_window(x, y, window_size_for_smoothing=self.window_size_for_smoothing)
+ x, y = self.average_smoothing_with_sliding_window(x, y, window_size_for_smoothing=self.window_size_for_smoothing)
self.massif_id_to_smooth_maxima[massif_id] = (x, y)
return self.massif_id_to_smooth_maxima[massif_id]
@@ -976,3 +975,15 @@ class StudyVisualizer(VisualizationParameters):
threshold=threshold).gpd_params.summary_serie
for massif_name in self.study.study_massif_names}
return pd.DataFrame(massif_to_gev_mle, columns=self.study.study_massif_names)
+
+ @staticmethod
+ def average_smoothing_with_sliding_window(x, y, window_size_for_smoothing):
+ # Average on windows of size 2*M+1 (M elements on each side)
+ kernel = np.ones(window_size_for_smoothing) / window_size_for_smoothing
+ y = np.convolve(y, kernel, mode='valid')
+ assert window_size_for_smoothing % 2 == 1
+ if window_size_for_smoothing > 1:
+ nb_to_delete = int(window_size_for_smoothing // 2)
+ x = np.array(x)[nb_to_delete:-nb_to_delete]
+ assert len(x) == len(y), "{} vs {}".format(len(x), len(y))
+ return x, y
diff --git a/experiment/trend_analysis/univariate_test/extreme_trend_test/abstract_gev_trend_test.py b/experiment/trend_analysis/univariate_test/extreme_trend_test/abstract_gev_trend_test.py
index ba647019d76d6e736f9980c6464e15c16141d4f5..e3084effa6c0ab5720d3c0a4f4b86fde83729e4f 100644
--- a/experiment/trend_analysis/univariate_test/extreme_trend_test/abstract_gev_trend_test.py
+++ b/experiment/trend_analysis/univariate_test/extreme_trend_test/abstract_gev_trend_test.py
@@ -226,8 +226,8 @@ class AbstractGevTrendTest(AbstractUnivariateTest):
ax.plot(standard_gumbel_quantiles, constrained_empirical_quantiles, 'x', label='Stationary Gumbel model $\mathcal{M}_0$')
ax.plot(standard_gumbel_quantiles, unconstrained_empirical_quantiles, linestyle='None',
label='Selected model $\mathcal{M}_N$', **marker)
- ax.set_xlabel("Standard Gumbel quantiles", fontsize=size)
- ax.set_ylabel("Empirical quantiles", fontsize=size)
+ ax.set_xlabel("Standard Gumbel quantile", fontsize=size)
+ ax.set_ylabel("Standard Empirical quantile", fontsize=size)
ax.legend(loc='upper left', prop={'size': 10})
ax.set_xlim(ax_lim)
ax.set_ylim(ax_lim)
diff --git a/experiment/utils.py b/experiment/utils.py
deleted file mode 100644
index fe3083f5e50360cbd26f77e7a43b2a35a150aeb0..0000000000000000000000000000000000000000
--- a/experiment/utils.py
+++ /dev/null
@@ -1,13 +0,0 @@
-import numpy as np
-
-
-def average_smoothing_with_sliding_window(x, y, window_size_for_smoothing):
- # Average on windows of size 2*M+1 (M elements on each side)
- kernel = np.ones(window_size_for_smoothing) / window_size_for_smoothing
- y = np.convolve(y, kernel, mode='valid')
- assert window_size_for_smoothing % 2 == 1
- if window_size_for_smoothing > 1:
- nb_to_delete = int(window_size_for_smoothing // 2)
- x = np.array(x)[nb_to_delete:-nb_to_delete]
- assert len(x) == len(y), "{} vs {}".format(len(x), len(y))
- return x, y
diff --git a/experiment/paper 2 - contrasting/__init__.py b/papers/__init__.py
similarity index 100%
rename from experiment/paper 2 - contrasting/__init__.py
rename to papers/__init__.py
diff --git a/experiment/paper1_old/1 - non stationary model choice/__init__.py b/papers/contrasting_snow_loads/__init__.py
similarity index 100%
rename from experiment/paper1_old/1 - non stationary model choice/__init__.py
rename to papers/contrasting_snow_loads/__init__.py
diff --git a/experiment/paper 2 - contrasting/main_spatial_relative_change_in_maxima_at_fixed_altitude.py b/papers/contrasting_snow_loads/main_spatial_relative_change_in_maxima_at_fixed_altitude.py
similarity index 94%
rename from experiment/paper 2 - contrasting/main_spatial_relative_change_in_maxima_at_fixed_altitude.py
rename to papers/contrasting_snow_loads/main_spatial_relative_change_in_maxima_at_fixed_altitude.py
index 296cbfdb4635784609798bab91e1678526955953..4451ab321f2cbd7c7bd464166b153cf25585dae4 100644
--- a/experiment/paper 2 - contrasting/main_spatial_relative_change_in_maxima_at_fixed_altitude.py
+++ b/papers/contrasting_snow_loads/main_spatial_relative_change_in_maxima_at_fixed_altitude.py
@@ -9,11 +9,11 @@ from experiment.meteo_france_data.scm_models_data.visualization.study_visualizat
StudyVisualizer
import matplotlib.pyplot as plt
-from experiment.paper_past_snow_loads.discussion_data_comparison_with_eurocode.crocus_study_comparison_with_eurocode import \
+from experiment.exceeding_snow_loads.discussion_data_comparison_with_eurocode.crocus_study_comparison_with_eurocode import \
CrocusDifferenceSnowLoad, \
CrocusSnowDensityAtMaxofSwe, CrocusDifferenceSnowLoadRescaledAndEurocodeToSeeSynchronization, \
CrocusSnowDepthAtMaxofSwe, CrocusSnowDepthDifference
-from experiment.paper_past_snow_loads.paper_utils import dpi_paper1_figure
+from experiment.exceeding_snow_loads.paper_utils import dpi_paper1_figure
def test():
diff --git a/experiment/paper1_old/__init__.py b/papers/exceeding_snow_loads/__init__.py
similarity index 100%
rename from experiment/paper1_old/__init__.py
rename to papers/exceeding_snow_loads/__init__.py
diff --git a/experiment/paper1_old/poster_EVAN2019/__init__.py b/papers/exceeding_snow_loads/check_mcmc_convergence_for_return_levels/__init__.py
similarity index 100%
rename from experiment/paper1_old/poster_EVAN2019/__init__.py
rename to papers/exceeding_snow_loads/check_mcmc_convergence_for_return_levels/__init__.py
diff --git a/experiment/paper_past_snow_loads/check_mcmc_convergence_for_return_levels/gelman_convergence_test.py b/papers/exceeding_snow_loads/check_mcmc_convergence_for_return_levels/gelman_convergence_test.py
similarity index 100%
rename from experiment/paper_past_snow_loads/check_mcmc_convergence_for_return_levels/gelman_convergence_test.py
rename to papers/exceeding_snow_loads/check_mcmc_convergence_for_return_levels/gelman_convergence_test.py
diff --git a/experiment/paper_past_snow_loads/check_mcmc_convergence_for_return_levels/main_bayesian_mcmc.py b/papers/exceeding_snow_loads/check_mcmc_convergence_for_return_levels/main_bayesian_mcmc.py
similarity index 98%
rename from experiment/paper_past_snow_loads/check_mcmc_convergence_for_return_levels/main_bayesian_mcmc.py
rename to papers/exceeding_snow_loads/check_mcmc_convergence_for_return_levels/main_bayesian_mcmc.py
index fffe27da6c8f89fc89ccb5f66bfc405c9e7cb38f..cc0a2b3e071cf3cc5dadaf61bc261e65c30ef3c8 100644
--- a/experiment/paper_past_snow_loads/check_mcmc_convergence_for_return_levels/main_bayesian_mcmc.py
+++ b/papers/exceeding_snow_loads/check_mcmc_convergence_for_return_levels/main_bayesian_mcmc.py
@@ -4,7 +4,7 @@ import seaborn as sns
import matplotlib.pyplot as plt
from experiment.meteo_france_data.scm_models_data.crocus.crocus import CrocusSwe3Days, CrocusSnowLoadTotal
from experiment.meteo_france_data.scm_models_data.visualization.utils import create_adjusted_axes
-from experiment.paper_past_snow_loads.check_mcmc_convergence_for_return_levels.gelman_convergence_test import \
+from experiment.exceeding_snow_loads.check_mcmc_convergence_for_return_levels.gelman_convergence_test import \
compute_gelman_score
from experiment.trend_analysis.univariate_test.utils import load_temporal_coordinates_and_dataset, \
fitted_linear_margin_estimator
diff --git a/experiment/paper_past_snow_loads/check_mcmc_convergence_for_return_levels/main_gelman_convergence_test.py b/papers/exceeding_snow_loads/check_mcmc_convergence_for_return_levels/main_gelman_convergence_test.py
similarity index 93%
rename from experiment/paper_past_snow_loads/check_mcmc_convergence_for_return_levels/main_gelman_convergence_test.py
rename to papers/exceeding_snow_loads/check_mcmc_convergence_for_return_levels/main_gelman_convergence_test.py
index 534667060998127ab6c87e2b1b377249c5618da0..bb4a8cf86dc7d22f51e9e9ae25e7c79ab2b474cb 100644
--- a/experiment/paper_past_snow_loads/check_mcmc_convergence_for_return_levels/main_gelman_convergence_test.py
+++ b/papers/exceeding_snow_loads/check_mcmc_convergence_for_return_levels/main_gelman_convergence_test.py
@@ -1,7 +1,7 @@
import pandas as pd
-from experiment.paper_past_snow_loads.paper_main_utils import load_altitude_to_visualizer
-from experiment.paper_past_snow_loads.paper_utils import paper_altitudes, paper_study_classes
+from experiment.exceeding_snow_loads.paper_main_utils import load_altitude_to_visualizer
+from experiment.exceeding_snow_loads.paper_utils import paper_altitudes, paper_study_classes
from extreme_fit.model.margin_model.linear_margin_model.temporal_linear_margin_models import StationaryTemporalModel
from root_utils import get_display_name_from_object_type
diff --git a/experiment/paper1_old/poster_EVAN2019/shape_prior_check/__init__.py b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/__init__.py
similarity index 100%
rename from experiment/paper1_old/poster_EVAN2019/shape_prior_check/__init__.py
rename to papers/exceeding_snow_loads/check_mle_convergence_for_trends/__init__.py
diff --git a/experiment/paper1_old/validations/__init__.py b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/qqplot/__init__.py
similarity index 100%
rename from experiment/paper1_old/validations/__init__.py
rename to papers/exceeding_snow_loads/check_mle_convergence_for_trends/qqplot/__init__.py
diff --git a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/qqplot/main_qqplot_for_big_shapes.py b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/qqplot/main_qqplot_for_big_shapes.py
similarity index 96%
rename from experiment/paper_past_snow_loads/check_mle_convergence_for_trends/qqplot/main_qqplot_for_big_shapes.py
rename to papers/exceeding_snow_loads/check_mle_convergence_for_trends/qqplot/main_qqplot_for_big_shapes.py
index 565c2378bbfc3488150017265158bc411a12f238..330cef7aaef0096623a20af1ea5384086f9b8951 100644
--- a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/qqplot/main_qqplot_for_big_shapes.py
+++ b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/qqplot/main_qqplot_for_big_shapes.py
@@ -3,7 +3,7 @@ from typing import Dict
from experiment.meteo_france_data.scm_models_data.crocus.crocus import CrocusSnowLoadTotal
from experiment.meteo_france_data.scm_models_data.visualization.study_visualization.main_study_visualizer import \
ALL_ALTITUDES_WITHOUT_NAN
-from experiment.paper_past_snow_loads.study_visualizer_for_non_stationary_trends import \
+from experiment.exceeding_snow_loads.study_visualizer_for_non_stationary_trends import \
StudyVisualizerForNonStationaryTrends
diff --git a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/qqplot/plot_qqplot.py b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/qqplot/plot_qqplot.py
similarity index 95%
rename from experiment/paper_past_snow_loads/check_mle_convergence_for_trends/qqplot/plot_qqplot.py
rename to papers/exceeding_snow_loads/check_mle_convergence_for_trends/qqplot/plot_qqplot.py
index 1d2d859fc9953fd85cd11f8f3883985046031edd..5ff627136aa722822135da530fe1cadbe058dbdf 100644
--- a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/qqplot/plot_qqplot.py
+++ b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/qqplot/plot_qqplot.py
@@ -8,8 +8,8 @@ from matplotlib.ticker import PercentFormatter
from experiment.meteo_france_data.scm_models_data.crocus.crocus import CrocusSnowLoadTotal
from experiment.meteo_france_data.scm_models_data.visualization.study_visualization.main_study_visualizer import \
ALL_ALTITUDES_WITHOUT_NAN
-from experiment.paper_past_snow_loads.data.main_example_swe_total_plot import tuples_for_examples_paper1
-from experiment.paper_past_snow_loads.study_visualizer_for_non_stationary_trends import \
+from experiment.exceeding_snow_loads.data.main_example_swe_total_plot import tuples_for_examples_paper1
+from experiment.exceeding_snow_loads.study_visualizer_for_non_stationary_trends import \
StudyVisualizerForNonStationaryTrends
from extreme_fit.distribution.gev.gev_params import GevParams
diff --git a/experiment/paper_past_snow_loads/__init__.py b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/shape/__init__.py
similarity index 100%
rename from experiment/paper_past_snow_loads/__init__.py
rename to papers/exceeding_snow_loads/check_mle_convergence_for_trends/shape/__init__.py
diff --git a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/shape/main_shape_repartition.py b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/shape/main_shape_repartition.py
similarity index 90%
rename from experiment/paper_past_snow_loads/check_mle_convergence_for_trends/shape/main_shape_repartition.py
rename to papers/exceeding_snow_loads/check_mle_convergence_for_trends/shape/main_shape_repartition.py
index d52bde111590edee5fb17a43d500a6d81b7578f4..f12726be4a3850830e73028e91c72f0391116ca9 100644
--- a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/shape/main_shape_repartition.py
+++ b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/shape/main_shape_repartition.py
@@ -1,7 +1,7 @@
from experiment.meteo_france_data.scm_models_data.crocus.crocus import CrocusSnowLoadTotal
-from experiment.paper_past_snow_loads.check_mle_convergence_for_trends.shape.study_visualizer_for_shape_repartition import \
+from experiment.exceeding_snow_loads.check_mle_convergence_for_trends.shape.study_visualizer_for_shape_repartition import \
StudyVisualizerForShape
-from experiment.paper_past_snow_loads.paper_main_utils import load_altitude_to_visualizer
+from experiment.exceeding_snow_loads.paper_main_utils import load_altitude_to_visualizer
def main_shape_repartition(altitudes, massif_names=None,
diff --git a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/shape/study_visualizer_for_shape_repartition.py b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/shape/study_visualizer_for_shape_repartition.py
similarity index 92%
rename from experiment/paper_past_snow_loads/check_mle_convergence_for_trends/shape/study_visualizer_for_shape_repartition.py
rename to papers/exceeding_snow_loads/check_mle_convergence_for_trends/shape/study_visualizer_for_shape_repartition.py
index bc0f04da20a9dcdd3ae3c06943d99fa8c4847ffb..56de999a98c604cd98699b99beb9b2c6530d6316 100644
--- a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/shape/study_visualizer_for_shape_repartition.py
+++ b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/shape/study_visualizer_for_shape_repartition.py
@@ -3,7 +3,7 @@ from cached_property import cached_property
from experiment.meteo_france_data.plot.create_shifted_cmap import get_shifted_map
from experiment.meteo_france_data.scm_models_data.abstract_study import AbstractStudy
-from experiment.paper_past_snow_loads.study_visualizer_for_non_stationary_trends import \
+from experiment.exceeding_snow_loads.study_visualizer_for_non_stationary_trends import \
StudyVisualizerForNonStationaryTrends
from experiment.trend_analysis.abstract_score import MeanScore
diff --git a/experiment/paper_past_snow_loads/check_mcmc_convergence_for_return_levels/__init__.py b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/without_maximum/__init__.py
similarity index 100%
rename from experiment/paper_past_snow_loads/check_mcmc_convergence_for_return_levels/__init__.py
rename to papers/exceeding_snow_loads/check_mle_convergence_for_trends/without_maximum/__init__.py
diff --git a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/without_maximum/main_fit_without_maximum.py b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/without_maximum/main_fit_without_maximum.py
similarity index 86%
rename from experiment/paper_past_snow_loads/check_mle_convergence_for_trends/without_maximum/main_fit_without_maximum.py
rename to papers/exceeding_snow_loads/check_mle_convergence_for_trends/without_maximum/main_fit_without_maximum.py
index 7184ee5786e451933be9f2e60dec5fda0a3d3bb2..3326bcbc91048d4ba479c7ec45c6878bf8242c77 100644
--- a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/without_maximum/main_fit_without_maximum.py
+++ b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/without_maximum/main_fit_without_maximum.py
@@ -3,7 +3,7 @@ from typing import Dict
from experiment.meteo_france_data.scm_models_data.crocus.crocus import CrocusSnowLoadTotal
from experiment.meteo_france_data.scm_models_data.visualization.study_visualization.main_study_visualizer import \
ALL_ALTITUDES_WITHOUT_NAN
-from experiment.paper_past_snow_loads.check_mle_convergence_for_trends.without_maximum.study_visualizer_for_fit_witout_maximum import \
+from experiment.exceeding_snow_loads.check_mle_convergence_for_trends.without_maximum.study_visualizer_for_fit_witout_maximum import \
StudyVisualizerForFitWithoutMaximum
diff --git a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/without_maximum/study_visualizer_for_fit_witout_maximum.py b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/without_maximum/study_visualizer_for_fit_witout_maximum.py
similarity index 95%
rename from experiment/paper_past_snow_loads/check_mle_convergence_for_trends/without_maximum/study_visualizer_for_fit_witout_maximum.py
rename to papers/exceeding_snow_loads/check_mle_convergence_for_trends/without_maximum/study_visualizer_for_fit_witout_maximum.py
index 898d5840556f9e4ab4da45f5f3164e5b9c1c858c..6a929d1f19ab854c296b806e27ec7be467bcd67e 100644
--- a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/without_maximum/study_visualizer_for_fit_witout_maximum.py
+++ b/papers/exceeding_snow_loads/check_mle_convergence_for_trends/without_maximum/study_visualizer_for_fit_witout_maximum.py
@@ -6,7 +6,7 @@ from cached_property import cached_property
from experiment.meteo_france_data.plot.create_shifted_cmap import get_shifted_map
from experiment.meteo_france_data.scm_models_data.abstract_study import AbstractStudy
-from experiment.paper_past_snow_loads.study_visualizer_for_non_stationary_trends import \
+from experiment.exceeding_snow_loads.study_visualizer_for_non_stationary_trends import \
StudyVisualizerForNonStationaryTrends
from experiment.trend_analysis.abstract_score import MeanScore
diff --git a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/__init__.py b/papers/exceeding_snow_loads/data/__init__.py
similarity index 100%
rename from experiment/paper_past_snow_loads/check_mle_convergence_for_trends/__init__.py
rename to papers/exceeding_snow_loads/data/__init__.py
diff --git a/experiment/paper_past_snow_loads/data/main_eurocode_plot.py b/papers/exceeding_snow_loads/data/main_eurocode_plot.py
similarity index 100%
rename from experiment/paper_past_snow_loads/data/main_eurocode_plot.py
rename to papers/exceeding_snow_loads/data/main_eurocode_plot.py
diff --git a/experiment/paper_past_snow_loads/data/main_example_swe_total_plot.py b/papers/exceeding_snow_loads/data/main_example_swe_total_plot.py
similarity index 97%
rename from experiment/paper_past_snow_loads/data/main_example_swe_total_plot.py
rename to papers/exceeding_snow_loads/data/main_example_swe_total_plot.py
index f8560edf9d7a0ed94b3f55053d37b8b575ecbad9..f654e1687059949cc2d18c5826910584b3b07e62 100644
--- a/experiment/paper_past_snow_loads/data/main_example_swe_total_plot.py
+++ b/papers/exceeding_snow_loads/data/main_example_swe_total_plot.py
@@ -5,7 +5,7 @@ from experiment.meteo_france_data.scm_models_data.visualization.study_visualizat
study_iterator_global, SCM_STUDY_CLASS_TO_ABBREVIATION
from experiment.meteo_france_data.scm_models_data.visualization.study_visualization.study_visualizer import \
StudyVisualizer
-from experiment.paper_past_snow_loads.paper_utils import dpi_paper1_figure
+from experiment.exceeding_snow_loads.paper_utils import dpi_paper1_figure
def tuples_for_examples_paper1(examples_for_the_paper=True):
diff --git a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/qqplot/__init__.py b/papers/exceeding_snow_loads/discussion_data_comparison_with_eurocode/__init__.py
similarity index 100%
rename from experiment/paper_past_snow_loads/check_mle_convergence_for_trends/qqplot/__init__.py
rename to papers/exceeding_snow_loads/discussion_data_comparison_with_eurocode/__init__.py
diff --git a/experiment/paper_past_snow_loads/discussion_data_comparison_with_eurocode/crocus_study_comparison_with_eurocode.py b/papers/exceeding_snow_loads/discussion_data_comparison_with_eurocode/crocus_study_comparison_with_eurocode.py
similarity index 100%
rename from experiment/paper_past_snow_loads/discussion_data_comparison_with_eurocode/crocus_study_comparison_with_eurocode.py
rename to papers/exceeding_snow_loads/discussion_data_comparison_with_eurocode/crocus_study_comparison_with_eurocode.py
diff --git a/experiment/paper_past_snow_loads/discussion_data_comparison_with_eurocode/main_comparison_with_eurocode_examples.py b/papers/exceeding_snow_loads/discussion_data_comparison_with_eurocode/main_comparison_with_eurocode_examples.py
similarity index 94%
rename from experiment/paper_past_snow_loads/discussion_data_comparison_with_eurocode/main_comparison_with_eurocode_examples.py
rename to papers/exceeding_snow_loads/discussion_data_comparison_with_eurocode/main_comparison_with_eurocode_examples.py
index b3d049119d7824c23916e3a625c6b70d289fd39f..fefd645fbf6dcb3592df62c2cca471829aa99607 100644
--- a/experiment/paper_past_snow_loads/discussion_data_comparison_with_eurocode/main_comparison_with_eurocode_examples.py
+++ b/papers/exceeding_snow_loads/discussion_data_comparison_with_eurocode/main_comparison_with_eurocode_examples.py
@@ -6,11 +6,11 @@ from experiment.meteo_france_data.scm_models_data.visualization.study_visualizat
StudyVisualizer
import matplotlib.pyplot as plt
-from experiment.paper_past_snow_loads.discussion_data_comparison_with_eurocode.crocus_study_comparison_with_eurocode import \
+from experiment.exceeding_snow_loads.discussion_data_comparison_with_eurocode.crocus_study_comparison_with_eurocode import \
CrocusDifferenceSnowLoad, \
CrocusSnowDensityAtMaxofSwe, CrocusDifferenceSnowLoadRescaledAndEurocodeToSeeSynchronization, \
CrocusSnowDepthAtMaxofSwe, CrocusSnowDepthDifference
-from experiment.paper_past_snow_loads.paper_utils import dpi_paper1_figure
+from experiment.exceeding_snow_loads.paper_utils import dpi_paper1_figure
def max_graph_annual_maxima_comparison():
diff --git a/experiment/paper_past_snow_loads/discussion_data_comparison_with_eurocode/main_comparison_with_eurocode_global.py b/papers/exceeding_snow_loads/discussion_data_comparison_with_eurocode/main_comparison_with_eurocode_global.py
similarity index 94%
rename from experiment/paper_past_snow_loads/discussion_data_comparison_with_eurocode/main_comparison_with_eurocode_global.py
rename to papers/exceeding_snow_loads/discussion_data_comparison_with_eurocode/main_comparison_with_eurocode_global.py
index 22b5593ba933ce3b6a4c591b364167870e094297..6a8342040ca621b4d712610dc1187fa500f7799e 100644
--- a/experiment/paper_past_snow_loads/discussion_data_comparison_with_eurocode/main_comparison_with_eurocode_global.py
+++ b/papers/exceeding_snow_loads/discussion_data_comparison_with_eurocode/main_comparison_with_eurocode_global.py
@@ -6,11 +6,11 @@ from experiment.meteo_france_data.scm_models_data.visualization.study_visualizat
StudyVisualizer
import matplotlib.pyplot as plt
-from experiment.paper_past_snow_loads.discussion_data_comparison_with_eurocode.crocus_study_comparison_with_eurocode import \
+from experiment.exceeding_snow_loads.discussion_data_comparison_with_eurocode.crocus_study_comparison_with_eurocode import \
CrocusDifferenceSnowLoad, \
CrocusSnowDensityAtMaxofSwe, CrocusDifferenceSnowLoadRescaledAndEurocodeToSeeSynchronization, \
CrocusSnowDepthAtMaxofSwe, CrocusSnowDepthDifference
-from experiment.paper_past_snow_loads.paper_utils import dpi_paper1_figure
+from experiment.exceeding_snow_loads.paper_utils import dpi_paper1_figure
def max_graph_annual_maxima_comparison():
diff --git a/experiment/paper_past_snow_loads/discussion_data_comparison_with_eurocode/main_spatio_temporal_density_wrt_altitude.py b/papers/exceeding_snow_loads/discussion_data_comparison_with_eurocode/main_spatio_temporal_density_wrt_altitude.py
similarity index 94%
rename from experiment/paper_past_snow_loads/discussion_data_comparison_with_eurocode/main_spatio_temporal_density_wrt_altitude.py
rename to papers/exceeding_snow_loads/discussion_data_comparison_with_eurocode/main_spatio_temporal_density_wrt_altitude.py
index cca605ced178e6feb9c7082cc34c46189a73d3a0..0c4dfadc594de7726a985a726f74cb17e5ae573b 100644
--- a/experiment/paper_past_snow_loads/discussion_data_comparison_with_eurocode/main_spatio_temporal_density_wrt_altitude.py
+++ b/papers/exceeding_snow_loads/discussion_data_comparison_with_eurocode/main_spatio_temporal_density_wrt_altitude.py
@@ -6,11 +6,11 @@ from experiment.meteo_france_data.scm_models_data.visualization.study_visualizat
StudyVisualizer
import matplotlib.pyplot as plt
-from experiment.paper_past_snow_loads.discussion_data_comparison_with_eurocode.crocus_study_comparison_with_eurocode import \
+from experiment.exceeding_snow_loads.discussion_data_comparison_with_eurocode.crocus_study_comparison_with_eurocode import \
CrocusDifferenceSnowLoad, \
CrocusSnowDensityAtMaxofSwe, CrocusDifferenceSnowLoadRescaledAndEurocodeToSeeSynchronization, \
CrocusSnowDepthAtMaxofSwe, CrocusSnowDepthDifference
-from experiment.paper_past_snow_loads.paper_utils import dpi_paper1_figure
+from experiment.exceeding_snow_loads.paper_utils import dpi_paper1_figure
def density_wrt_altitude():
diff --git a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/shape/__init__.py b/papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/__init__.py
similarity index 100%
rename from experiment/paper_past_snow_loads/check_mle_convergence_for_trends/shape/__init__.py
rename to papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/__init__.py
diff --git a/experiment/paper1_old/1 - non stationary model choice/main2_choice_to_not_use_starting_years.py b/papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main2_choice_to_not_use_starting_years.py
similarity index 93%
rename from experiment/paper1_old/1 - non stationary model choice/main2_choice_to_not_use_starting_years.py
rename to papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main2_choice_to_not_use_starting_years.py
index 1b557cc5a04ea827d9636f8eadc6f1ba95c76487..d6fc5ab39673686501ecc3bad9e777c18d08a207 100644
--- a/experiment/paper1_old/1 - non stationary model choice/main2_choice_to_not_use_starting_years.py
+++ b/papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main2_choice_to_not_use_starting_years.py
@@ -2,7 +2,7 @@ import time
from experiment.meteo_france_data.scm_models_data.visualization.hypercube_visualization.altitude_year_hypercube_visualizer import \
Altitude_Hypercube_Year_Visualizer
-from experiment.paper1_old.utils import get_full_altitude_visualizer, FULL_ALTITUDES
+from experiment.exceeding_snow_loads.paper1_old import get_full_altitude_visualizer, FULL_ALTITUDES
def main_fast_spatial_repartition():
diff --git a/experiment/paper1_old/1 - non stationary model choice/main3_non_stationary_strength_evolution.py b/papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main3_non_stationary_strength_evolution.py
similarity index 94%
rename from experiment/paper1_old/1 - non stationary model choice/main3_non_stationary_strength_evolution.py
rename to papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main3_non_stationary_strength_evolution.py
index 1f0b6ae185221451fb31560633790effa2b0c175..368008f2611ab0341bdc4508d802efc5a553837c 100644
--- a/experiment/paper1_old/1 - non stationary model choice/main3_non_stationary_strength_evolution.py
+++ b/papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main3_non_stationary_strength_evolution.py
@@ -9,7 +9,7 @@ from experiment.trend_analysis.univariate_test.extreme_trend_test.trend_test_two
"""
Visualize the 0.99 quantile initial value and its evolution
"""
-from experiment.paper1_old.utils import get_full_altitude_visualizer, FULL_ALTITUDES
+from experiment.exceeding_snow_loads.paper1_old import get_full_altitude_visualizer, FULL_ALTITUDES
def main_fast_spatial_risk_evolution():
diff --git a/experiment/paper1_old/1 - non stationary model choice/main4_common_spatial_altitude_starting_years_impact.py b/papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main4_common_spatial_altitude_starting_years_impact.py
similarity index 96%
rename from experiment/paper1_old/1 - non stationary model choice/main4_common_spatial_altitude_starting_years_impact.py
rename to papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main4_common_spatial_altitude_starting_years_impact.py
index 20571443bfa4255a73e707583beed270b962ddae..443a0c6a5eab74ae8c86620377911ef8a442c7af 100644
--- a/experiment/paper1_old/1 - non stationary model choice/main4_common_spatial_altitude_starting_years_impact.py
+++ b/papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main4_common_spatial_altitude_starting_years_impact.py
@@ -7,7 +7,7 @@ from experiment.trend_analysis.univariate_test.extreme_trend_test.trend_test_two
"""
Visualize the 0.99 quantile initial value and its evolution
"""
-from experiment.paper1_old.utils import get_full_altitude_visualizer, FULL_ALTITUDES
+from experiment.exceeding_snow_loads.paper1_old import get_full_altitude_visualizer, FULL_ALTITUDES
def main_fast_spatial_risk_evolution():
diff --git a/experiment/paper1_old/1 - non stationary model choice/main4_common_spatial_starting_years_impact.py b/papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main4_common_spatial_starting_years_impact.py
similarity index 96%
rename from experiment/paper1_old/1 - non stationary model choice/main4_common_spatial_starting_years_impact.py
rename to papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main4_common_spatial_starting_years_impact.py
index ef62be2facefbb67ae021328f2c7997c9d5b1597..3ad25abdd3c1433a2a7dbacc1e1dd5c56cd683e0 100644
--- a/experiment/paper1_old/1 - non stationary model choice/main4_common_spatial_starting_years_impact.py
+++ b/papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main4_common_spatial_starting_years_impact.py
@@ -7,7 +7,7 @@ from experiment.trend_analysis.univariate_test.extreme_trend_test.trend_test_two
"""
Visualize the 0.99 quantile initial value and its evolution
"""
-from experiment.paper1_old.utils import get_full_altitude_visualizer, FULL_ALTITUDES
+from experiment.exceeding_snow_loads.paper1_old import get_full_altitude_visualizer, FULL_ALTITUDES
def main_fast_spatial_risk_evolution():
diff --git a/experiment/paper1_old/1 - non stationary model choice/main4_individual_starting_years_impact.py b/papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main4_individual_starting_years_impact.py
similarity index 96%
rename from experiment/paper1_old/1 - non stationary model choice/main4_individual_starting_years_impact.py
rename to papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main4_individual_starting_years_impact.py
index 8f952b0cea1d70939763892cad93bfbba806c0da..9a38884fb86b7dc7c8668ca5aab79db8efdb7752 100644
--- a/experiment/paper1_old/1 - non stationary model choice/main4_individual_starting_years_impact.py
+++ b/papers/exceeding_snow_loads/paper1_old/1 - non stationary model choice/main4_individual_starting_years_impact.py
@@ -7,7 +7,7 @@ from experiment.trend_analysis.univariate_test.extreme_trend_test.trend_test_two
"""
Visualize the 0.99 quantile initial value and its evolution
"""
-from experiment.paper1_old.utils import get_full_altitude_visualizer, FULL_ALTITUDES
+from experiment.exceeding_snow_loads.paper1_old import get_full_altitude_visualizer, FULL_ALTITUDES
def main_fast_spatial_risk_evolution():
diff --git a/experiment/paper_past_snow_loads/check_mle_convergence_for_trends/without_maximum/__init__.py b/papers/exceeding_snow_loads/paper1_old/__init__.py
similarity index 100%
rename from experiment/paper_past_snow_loads/check_mle_convergence_for_trends/without_maximum/__init__.py
rename to papers/exceeding_snow_loads/paper1_old/__init__.py
diff --git a/experiment/paper_past_snow_loads/data/__init__.py b/papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/__init__.py
similarity index 100%
rename from experiment/paper_past_snow_loads/data/__init__.py
rename to papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/__init__.py
diff --git a/experiment/paper1_old/poster_EVAN2019/main_poster_EVAN2019.py b/papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/main_poster_EVAN2019.py
similarity index 99%
rename from experiment/paper1_old/poster_EVAN2019/main_poster_EVAN2019.py
rename to papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/main_poster_EVAN2019.py
index 7670f92b769f8be1328078478a7f5ac6a91423ba..df96d6bddc37d9210db063b91cd71b77cbec2e38 100644
--- a/experiment/paper1_old/poster_EVAN2019/main_poster_EVAN2019.py
+++ b/papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/main_poster_EVAN2019.py
@@ -6,7 +6,7 @@ from experiment.meteo_france_data.scm_models_data.visualization.study_visualizat
from experiment.trend_analysis.univariate_test.extreme_trend_test.trend_test_one_parameter import GevScaleTrendTest, \
GevLocationTrendTest
from experiment.trend_analysis.univariate_test.extreme_trend_test.trend_test_two_parameters.gev_trend_test_two_parameters import GevLocationAndScaleTrendTest
-from experiment.paper1_old.utils import get_full_altitude_visualizer
+from experiment.exceeding_snow_loads.paper1_old import get_full_altitude_visualizer
POSTER_ALTITUDES = [900, 1800, 2700]
import matplotlib as mpl
diff --git a/experiment/paper_past_snow_loads/discussion_data_comparison_with_eurocode/__init__.py b/papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/shape_prior_check/__init__.py
similarity index 100%
rename from experiment/paper_past_snow_loads/discussion_data_comparison_with_eurocode/__init__.py
rename to papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/shape_prior_check/__init__.py
diff --git a/experiment/paper1_old/poster_EVAN2019/shape_prior_check/analyse_shape_from_some_experiment.py b/papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/shape_prior_check/analyse_shape_from_some_experiment.py
similarity index 100%
rename from experiment/paper1_old/poster_EVAN2019/shape_prior_check/analyse_shape_from_some_experiment.py
rename to papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/shape_prior_check/analyse_shape_from_some_experiment.py
diff --git a/experiment/paper1_old/poster_EVAN2019/shape_prior_check/hist_values_shape.png b/papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/shape_prior_check/hist_values_shape.png
similarity index 100%
rename from experiment/paper1_old/poster_EVAN2019/shape_prior_check/hist_values_shape.png
rename to papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/shape_prior_check/hist_values_shape.png
diff --git a/experiment/paper1_old/poster_EVAN2019/shape_prior_check/shape_from_some_experiment.txt b/papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/shape_prior_check/shape_from_some_experiment.txt
similarity index 100%
rename from experiment/paper1_old/poster_EVAN2019/shape_prior_check/shape_from_some_experiment.txt
rename to papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/shape_prior_check/shape_from_some_experiment.txt
diff --git a/experiment/paper1_old/poster_EVAN2019/shape_prior_check/some_experiment_EVAN.py b/papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/shape_prior_check/some_experiment_EVAN.py
similarity index 95%
rename from experiment/paper1_old/poster_EVAN2019/shape_prior_check/some_experiment_EVAN.py
rename to papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/shape_prior_check/some_experiment_EVAN.py
index 02d5f8ca81322a752e365f1666c6d515a1b4dc90..a6a982c37fde9c7c568c48417c4825ba7a5e21b0 100644
--- a/experiment/paper1_old/poster_EVAN2019/shape_prior_check/some_experiment_EVAN.py
+++ b/papers/exceeding_snow_loads/paper1_old/poster_EVAN2019/shape_prior_check/some_experiment_EVAN.py
@@ -5,7 +5,7 @@ from experiment.trend_analysis.univariate_test.extreme_trend_test.trend_test_one
from experiment.trend_analysis.univariate_test.extreme_trend_test.trend_test_one_parameter import GevScaleTrendTest, \
GevLocationTrendTest
from experiment.trend_analysis.univariate_test.extreme_trend_test.trend_test_two_parameters.gev_trend_test_two_parameters import GevLocationAndScaleTrendTest
-from experiment.paper1_old.utils import get_full_altitude_visualizer
+from experiment.exceeding_snow_loads.paper1_old import get_full_altitude_visualizer
POSTER_ALTITUDES = [900, 1800, 2700]
import matplotlib as mpl
diff --git a/experiment/paper1_old/utils.py b/papers/exceeding_snow_loads/paper1_old/utils.py
similarity index 100%
rename from experiment/paper1_old/utils.py
rename to papers/exceeding_snow_loads/paper1_old/utils.py
diff --git a/experiment/paper_past_snow_loads/result_trends_and_return_levels/__init__.py b/papers/exceeding_snow_loads/paper1_old/validations/__init__.py
similarity index 100%
rename from experiment/paper_past_snow_loads/result_trends_and_return_levels/__init__.py
rename to papers/exceeding_snow_loads/paper1_old/validations/__init__.py
diff --git a/experiment/paper1_old/validations/main0_comparison_with_observations.py b/papers/exceeding_snow_loads/paper1_old/validations/main0_comparison_with_observations.py
similarity index 100%
rename from experiment/paper1_old/validations/main0_comparison_with_observations.py
rename to papers/exceeding_snow_loads/paper1_old/validations/main0_comparison_with_observations.py
diff --git a/experiment/paper1_old/validations/main1_good_stationary_gev_fit.py b/papers/exceeding_snow_loads/paper1_old/validations/main1_good_stationary_gev_fit.py
similarity index 100%
rename from experiment/paper1_old/validations/main1_good_stationary_gev_fit.py
rename to papers/exceeding_snow_loads/paper1_old/validations/main1_good_stationary_gev_fit.py
diff --git a/experiment/paper_past_snow_loads/paper_main_utils.py b/papers/exceeding_snow_loads/paper_main_utils.py
similarity index 93%
rename from experiment/paper_past_snow_loads/paper_main_utils.py
rename to papers/exceeding_snow_loads/paper_main_utils.py
index 78b7dd19655a15de38ecf15302bf375439dd49bf..a4ff6384cdb127442d386b95de27efee538c5f20 100644
--- a/experiment/paper_past_snow_loads/paper_main_utils.py
+++ b/papers/exceeding_snow_loads/paper_main_utils.py
@@ -1,7 +1,7 @@
from collections import OrderedDict
from enum import Enum
-from experiment.paper_past_snow_loads.study_visualizer_for_non_stationary_trends import \
+from experiment.exceeding_snow_loads.study_visualizer_for_non_stationary_trends import \
StudyVisualizerForNonStationaryTrends
from extreme_fit.model.margin_model.linear_margin_model.abstract_temporal_linear_margin_model import \
TemporalMarginFitMethod
diff --git a/experiment/paper_past_snow_loads/paper_utils.py b/papers/exceeding_snow_loads/paper_utils.py
similarity index 100%
rename from experiment/paper_past_snow_loads/paper_utils.py
rename to papers/exceeding_snow_loads/paper_utils.py
diff --git a/papers/exceeding_snow_loads/result_trends_and_return_levels/__init__.py b/papers/exceeding_snow_loads/result_trends_and_return_levels/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/experiment/paper_past_snow_loads/result_trends_and_return_levels/main_result_trends_and_return_levels.py b/papers/exceeding_snow_loads/result_trends_and_return_levels/main_result_trends_and_return_levels.py
similarity index 84%
rename from experiment/paper_past_snow_loads/result_trends_and_return_levels/main_result_trends_and_return_levels.py
rename to papers/exceeding_snow_loads/result_trends_and_return_levels/main_result_trends_and_return_levels.py
index 258c03251ff26123fa2936339cd648644ac88c1d..65d143432c54e82a03423aafdbdfd8808f43c8fe 100644
--- a/experiment/paper_past_snow_loads/result_trends_and_return_levels/main_result_trends_and_return_levels.py
+++ b/papers/exceeding_snow_loads/result_trends_and_return_levels/main_result_trends_and_return_levels.py
@@ -2,20 +2,13 @@ from multiprocessing.pool import Pool
import matplotlib as mpl
-from experiment.meteo_france_data.scm_models_data.crocus.crocus import CrocusSnowLoadTotal, CrocusSnowLoadEurocode, \
- CrocusSnowLoad3Days, CrocusSnowLoad5Days, CrocusSnowLoad7Days
-from experiment.meteo_france_data.scm_models_data.visualization.study_visualization.main_study_visualizer import \
- ALL_ALTITUDES_WITHOUT_NAN
-from experiment.paper_past_snow_loads.paper_main_utils import load_altitude_to_visualizer
-from experiment.paper_past_snow_loads.paper_utils import paper_study_classes, paper_altitudes, ModelSubsetForUncertainty
-from experiment.paper_past_snow_loads.result_trends_and_return_levels.plot_diagnosis_risk import plot_diagnosis_risk
-from experiment.paper_past_snow_loads.result_trends_and_return_levels.plot_trend_curves import plot_trend_curves, \
- plot_trend_map
-from experiment.paper_past_snow_loads.result_trends_and_return_levels.plot_uncertainty_curves import \
- plot_uncertainty_massifs
-from experiment.paper_past_snow_loads.result_trends_and_return_levels.plot_uncertainty_histogram import \
+from experiment.meteo_france_data.scm_models_data.crocus.crocus import CrocusSnowLoadTotal
+from papers.exceeding_snow_loads.paper_main_utils import load_altitude_to_visualizer
+from papers.exceeding_snow_loads.paper_utils import paper_study_classes, paper_altitudes
+from papers.exceeding_snow_loads.result_trends_and_return_levels.plot_diagnosis_risk import plot_diagnosis_risk
+from papers.exceeding_snow_loads.result_trends_and_return_levels.plot_uncertainty_histogram import \
plot_uncertainty_histogram
-from experiment.paper_past_snow_loads.study_visualizer_for_non_stationary_trends import \
+from papers.exceeding_snow_loads.study_visualizer_for_non_stationary_trends import \
StudyVisualizerForNonStationaryTrends
from extreme_fit.model.result_from_model_fit.result_from_extremes.confidence_interval_method import \
ConfidenceIntervalMethodFromExtremes
diff --git a/experiment/paper_past_snow_loads/result_trends_and_return_levels/plot_diagnosis_risk.py b/papers/exceeding_snow_loads/result_trends_and_return_levels/plot_diagnosis_risk.py
similarity index 93%
rename from experiment/paper_past_snow_loads/result_trends_and_return_levels/plot_diagnosis_risk.py
rename to papers/exceeding_snow_loads/result_trends_and_return_levels/plot_diagnosis_risk.py
index a6112812dd2349afe9e567e1ab22ff92805b3f2e..883ad64bb23198bb01e6c96f25989d2a010d6f7e 100644
--- a/experiment/paper_past_snow_loads/result_trends_and_return_levels/plot_diagnosis_risk.py
+++ b/papers/exceeding_snow_loads/result_trends_and_return_levels/plot_diagnosis_risk.py
@@ -1,6 +1,6 @@
import matplotlib.pyplot as plt
-from experiment.paper_past_snow_loads.paper_utils import ModelSubsetForUncertainty, dpi_paper1_figure
+from papers.exceeding_snow_loads.paper_utils import ModelSubsetForUncertainty, dpi_paper1_figure
from extreme_fit.model.result_from_model_fit.result_from_extremes.confidence_interval_method import \
ConfidenceIntervalMethodFromExtremes
diff --git a/experiment/paper_past_snow_loads/result_trends_and_return_levels/plot_trend_curves.py b/papers/exceeding_snow_loads/result_trends_and_return_levels/plot_trend_curves.py
similarity index 96%
rename from experiment/paper_past_snow_loads/result_trends_and_return_levels/plot_trend_curves.py
rename to papers/exceeding_snow_loads/result_trends_and_return_levels/plot_trend_curves.py
index 382c271f50d2209181adf37949f359029a050c94..225345afacb6d0d3dc1f74441451a8fca835d59d 100644
--- a/experiment/paper_past_snow_loads/result_trends_and_return_levels/plot_trend_curves.py
+++ b/papers/exceeding_snow_loads/result_trends_and_return_levels/plot_trend_curves.py
@@ -3,8 +3,8 @@ import matplotlib.pyplot as plt
from experiment.meteo_france_data.scm_models_data.abstract_extended_study import AbstractExtendedStudy
from experiment.meteo_france_data.scm_models_data.visualization.utils import create_adjusted_axes
-from experiment.paper_past_snow_loads.paper_utils import dpi_paper1_figure
-from experiment.paper_past_snow_loads.study_visualizer_for_non_stationary_trends import \
+from papers.exceeding_snow_loads.paper_utils import dpi_paper1_figure
+from papers.exceeding_snow_loads.study_visualizer_for_non_stationary_trends import \
StudyVisualizerForNonStationaryTrends
diff --git a/experiment/paper_past_snow_loads/result_trends_and_return_levels/plot_uncertainty_curves.py b/papers/exceeding_snow_loads/result_trends_and_return_levels/plot_uncertainty_curves.py
similarity index 98%
rename from experiment/paper_past_snow_loads/result_trends_and_return_levels/plot_uncertainty_curves.py
rename to papers/exceeding_snow_loads/result_trends_and_return_levels/plot_uncertainty_curves.py
index 622a282b80e3203419f2225bb4c16b89b58f4978..674c4f80acb4595154394a66810eabaf1ad77815 100644
--- a/experiment/paper_past_snow_loads/result_trends_and_return_levels/plot_uncertainty_curves.py
+++ b/papers/exceeding_snow_loads/result_trends_and_return_levels/plot_uncertainty_curves.py
@@ -7,8 +7,8 @@ from experiment.eurocode_data.utils import EUROCODE_RETURN_LEVEL_STR, EUROCODE_A
from experiment.meteo_france_data.scm_models_data.abstract_study import AbstractStudy, filled_marker_legend_list
from experiment.meteo_france_data.scm_models_data.visualization.study_visualization.main_study_visualizer import \
SCM_STUDY_CLASS_TO_ABBREVIATION
-from experiment.paper_past_snow_loads.paper_utils import dpi_paper1_figure, ModelSubsetForUncertainty
-from experiment.paper_past_snow_loads.study_visualizer_for_non_stationary_trends import \
+from papers.exceeding_snow_loads.paper_utils import dpi_paper1_figure, ModelSubsetForUncertainty
+from papers.exceeding_snow_loads.study_visualizer_for_non_stationary_trends import \
StudyVisualizerForNonStationaryTrends
from extreme_fit.model.result_from_model_fit.result_from_extremes.abstract_extract_eurocode_return_level import \
AbstractExtractEurocodeReturnLevel
diff --git a/experiment/paper_past_snow_loads/result_trends_and_return_levels/plot_uncertainty_histogram.py b/papers/exceeding_snow_loads/result_trends_and_return_levels/plot_uncertainty_histogram.py
similarity index 94%
rename from experiment/paper_past_snow_loads/result_trends_and_return_levels/plot_uncertainty_histogram.py
rename to papers/exceeding_snow_loads/result_trends_and_return_levels/plot_uncertainty_histogram.py
index 680c7e888ec85e8b6b14c077be04b1c7b4f9ba8d..a9a9f95c2517214274f69e46814f33b45d9bcf95 100644
--- a/experiment/paper_past_snow_loads/result_trends_and_return_levels/plot_uncertainty_histogram.py
+++ b/papers/exceeding_snow_loads/result_trends_and_return_levels/plot_uncertainty_histogram.py
@@ -3,8 +3,8 @@ import matplotlib.pyplot as plt
import numpy as np
from experiment.eurocode_data.utils import EUROCODE_RETURN_LEVEL_STR, EUROCODE_ALTITUDES
-from experiment.paper_past_snow_loads.paper_utils import dpi_paper1_figure, ModelSubsetForUncertainty
-from experiment.paper_past_snow_loads.study_visualizer_for_non_stationary_trends import \
+from experiment.exceeding_snow_loads.paper_utils import dpi_paper1_figure, ModelSubsetForUncertainty
+from experiment.exceeding_snow_loads.study_visualizer_for_non_stationary_trends import \
StudyVisualizerForNonStationaryTrends
from extreme_fit.model.result_from_model_fit.result_from_extremes.confidence_interval_method import ci_method_to_color, \
ci_method_to_label, ConfidenceIntervalMethodFromExtremes
diff --git a/experiment/paper_past_snow_loads/study_visualizer_for_non_stationary_trends.py b/papers/exceeding_snow_loads/study_visualizer_for_non_stationary_trends.py
similarity index 99%
rename from experiment/paper_past_snow_loads/study_visualizer_for_non_stationary_trends.py
rename to papers/exceeding_snow_loads/study_visualizer_for_non_stationary_trends.py
index ab2a9c0ee0259a6213804c04e6b49ef5f862af45..0ea784f83aef78e3e31a698ed2fda2918122a023 100644
--- a/experiment/paper_past_snow_loads/study_visualizer_for_non_stationary_trends.py
+++ b/papers/exceeding_snow_loads/study_visualizer_for_non_stationary_trends.py
@@ -14,9 +14,9 @@ from experiment.meteo_france_data.scm_models_data.abstract_extended_study import
from experiment.meteo_france_data.scm_models_data.abstract_study import AbstractStudy
from experiment.meteo_france_data.scm_models_data.visualization.study_visualization.study_visualizer import \
StudyVisualizer
-from experiment.paper_past_snow_loads.check_mcmc_convergence_for_return_levels.gelman_convergence_test import \
+from experiment.exceeding_snow_loads.check_mcmc_convergence_for_return_levels.gelman_convergence_test import \
compute_gelman_convergence_value
-from experiment.paper_past_snow_loads.paper_utils import ModelSubsetForUncertainty
+from experiment.exceeding_snow_loads.paper_utils import ModelSubsetForUncertainty
from experiment.trend_analysis.abstract_score import MeanScore
from experiment.trend_analysis.univariate_test.extreme_trend_test.abstract_gev_trend_test import AbstractGevTrendTest
from experiment.trend_analysis.univariate_test.extreme_trend_test.trend_test_one_parameter.gumbel_trend_test_one_parameter import \
diff --git a/papers/projection_snow_load/__init__.py b/papers/projection_snow_load/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/experiment/paper 3/main_difference_between_reanalysis_and_simulations.py b/papers/projection_snow_load/main_difference_between_reanalysis_and_simulations.py
similarity index 100%
rename from experiment/paper 3/main_difference_between_reanalysis_and_simulations.py
rename to papers/projection_snow_load/main_difference_between_reanalysis_and_simulations.py