further temporal adjustments

run.py

@@ -3,11 +3,26 @@ __date__ = '2020-06-29'
 
 import argparse
 from mlair.workflows import DefaultWorkflow
+from mlair.helpers import remove_items
+from mlair.configuration.defaults import DEFAULT_PLOT_LIST
 
 
-def main(parser_args):
+def load_stations():
+    import json
+    try:
+        filename = 'supplement/station_list_north_german_plain_rural.json'
+        with open(filename, 'r') as jfile:
+            stations = json.load(jfile)
+    except FileNotFoundError:
+        stations = None
+    return stations
+
 
-    workflow = DefaultWorkflow(**parser_args.__dict__)
+def main(parser_args):
+    plots = remove_items(DEFAULT_PLOT_LIST, "PlotConditionalQuantiles")
+    workflow = DefaultWorkflow(stations=load_stations(),
+                               train_model=False, create_new_model=False, network="UBA",
+                               evaluate_bootstraps=False, plot_list=["PlotStationMap"], **parser_args.__dict__)
     workflow.run()
 
 

run_hourly.py

@@ -9,7 +9,7 @@ from mlair.workflows import DefaultWorkflow
 def load_stations():
     import json
     try:
-        filename = 'supplement/station_list_north_german_plain.json'
+        filename = 'supplement/station_list_north_german_plain_rural.json'
         with open(filename, 'r') as jfile:
             stations = json.load(jfile)
     except FileNotFoundError:
@@ -18,8 +18,11 @@ def load_stations():
 
 
 def main(parser_args):
-
-    workflow = DefaultWorkflow(sampling="hourly", window_history_size=48, **parser_args.__dict__)
+    workflow = DefaultWorkflow(sampling="hourly", window_history_size=8, stations=load_stations(),
+                               train_model=False,
+                               create_new_model=False,
+                               network="UBA",
+                               plot_list=["PlotStationMap"], **parser_args.__dict__)
     workflow.run()
 
 

supplement/station_list_north_german_plain_rural.json

+[
+  "DENI031",
+  "DEBE062",
+  "DEUB020",
+  "DESH001",
+  "DEUB022",
+  "DEBB053",
+  "DEMV017",
+  "DENI063",
+  "DENI058",
+  "DESH014",
+  "DEUB007",
+  "DEUB005",
+  "DEBB051",
+  "DEUB034",
+  "DEST089",
+  "DEUB028",
+  "DESH017",
+  "DEUB030",
+  "DEMV012",
+  "DENI059",
+  "DENI060",
+  "DESH013",
+  "DEUB006",
+  "DEUB027",
+  "DEUB026",
+  "DEUB038",
+  "DEMV001",
+  "DEUB024",
+  "DEUB037",
+  "DESH008",
+  "DEMV004",
+  "DEUB040",
+  "DEMV024",
+  "DEMV026",
+  "DESH056",
+  "DEHH063",
+  "DEUB001",
+  "DEST069"
+]