[SCM] validate the Graph from Gaume paper.

experiment/meteo_france_SCM_study/crocus/crocus.py

@@ -20,8 +20,8 @@ class Crocus(AbstractStudy):
         suffix = '' if self.altitude == 2400 else ' average of data observed every 6 hours'
         return super().variable_name + suffix
 
-    def annual_aggregation_function(self):
-        return np.mean
+    def annual_aggregation_function(self, *args, **kwargs):
+        return np.mean(*args, **kwargs)
 
 
 class CrocusSwe(Crocus):

experiment/meteo_france_SCM_study/safran/safran.py

@@ -55,6 +55,10 @@ class SafranTotalPrecip(SafranFrequency):
         super().__init__(SafranTotalPrecipVariable, *args, **kwargs)
 
 
+class ExtendedSafranTotalPrecip(AbstractExtendedStudy, SafranTotalPrecip):
+    pass
+
+
 class SafranTemperature(Safran):
 
     def __init__(self, *args, **kwargs):

experiment/meteo_france_SCM_study/visualization/studies_visualization/main_studies_visualizer.py

 from experiment.meteo_france_SCM_study.abstract_study import AbstractStudy
 from experiment.meteo_france_SCM_study.crocus.crocus import CrocusDepth, CrocusSwe, ExtendedCrocusDepth, \
     ExtendedCrocusSwe
-from experiment.meteo_france_SCM_study.safran.safran import SafranSnowfall, ExtendedSafranSnowfall
+from experiment.meteo_france_SCM_study.safran.safran import SafranSnowfall, ExtendedSafranSnowfall, \
+    ExtendedSafranTotalPrecip
 from experiment.meteo_france_SCM_study.visualization.studies_visualization.studies import Studies
 from experiment.meteo_france_SCM_study.visualization.studies_visualization.studies_visualizer import StudiesVisualizer
 
@@ -9,12 +10,12 @@ from experiment.meteo_france_SCM_study.visualization.study_visualization.study_v
 from collections import OrderedDict
 
 SCM_STUDIES = [SafranSnowfall, CrocusSwe, CrocusDepth]
-SCM_EXTENDED_STUDIES = [ExtendedSafranSnowfall, ExtendedCrocusSwe, ExtendedCrocusDepth]
+SCM_EXTENDED_STUDIES = [ExtendedSafranTotalPrecip, ExtendedSafranSnowfall, ExtendedCrocusSwe, ExtendedCrocusDepth]
 SCM_STUDY_TO_EXTENDED_STUDY = OrderedDict(zip(SCM_STUDIES, SCM_EXTENDED_STUDIES))
 
 
 def normal_visualization():
-    for study_type in SCM_EXTENDED_STUDIES[1:2]:
+    for study_type in SCM_EXTENDED_STUDIES[:1]:
         extended_studies = Studies(study_type)
         studies_visualizer = StudiesVisualizer(extended_studies)
         studies_visualizer.mean_as_a_function_of_altitude(region_only=True)