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Commit fdc1162c authored by Felix Kleinert's avatar Felix Kleinert
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update run

parent 40df8197
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1 merge request!259Draft: Resolve "WRF-Datahandler should inherit from SingleStationDatahandler"
Pipeline #71956 passed with warnings
......@@ -3,7 +3,7 @@ __date__ = '2020-06-29'
import argparse
# from mlair.data_handler.data_handler_single_station import DataHandlerSingleStation
from mlair.data_handler.data_handler_wrf_chem import DataHandlerWRF, DataHandlerMainSectWRF
from mlair.data_handler.data_handler_wrf_chem import DataHandlerWRF, DataHandlerMainSectWRF, DataHandlerMainMinorSectWRF
from mlair.workflows import DefaultWorkflow
from mlair.helpers import remove_items
from mlair.configuration.defaults import DEFAULT_PLOT_LIST
......@@ -25,11 +25,14 @@ def load_stations():
def main(parser_args):
plots = remove_items(DEFAULT_PLOT_LIST, "PlotConditionalQuantiles")
plots.append("PlotBootstrapSkillScore")
workflow = DefaultWorkflow( # stations=load_stations(),
# stations=["DEBW087","DEBW013", "DEBW107", "DEBW076"],
train_model=False, create_new_model=True, network="UBA",
evaluate_bootstraps=False, # plot_list=["PlotCompetitiveSkillScore"],
evaluate_bootstraps=True, number_of_bootstraps=30, create_new_bootstraps=True, #
plot_list=plots,
model_name_for_plots='SecModel',
# competitors=["test_model", "test_model2"],
# competitor_path=os.path.join(os.getcwd(), "data", "comp_test"),
competitors=["baseline", "sector_baseline"],
......@@ -43,9 +46,10 @@ def main(parser_args):
window_history_size=6,
# ('Germany', (5.98865807458, 47.3024876979, 15.0169958839, 54.983104153))
stations=["coords__48_8479__10_0963", "coords__51_8376__14_1417",
"coords__50_7536__7_0827", "coords__51_4070__6_9656",
"coords__49_8421__7_8662", "coords__49_7410__7_1935",
"coords__51_1566__11_8182", "coords__51_4065__6_9660",
# "coords__50_7536__7_0827", "coords__51_4070__6_9656",
# "coords__49_8421__7_8662", "coords__49_7410__7_1935",
# "coords__51_1566__11_8182", "coords__51_4065__6_9660",
# "coords__50_7536__7_0827", "coords__54_0000__10_000",
# "coords__50_7333__7_1000", "coords__50_0000__8_0000",
......@@ -55,8 +59,9 @@ def main(parser_args):
# "coords__45_7777__9_1000", "coords__50_0000__4_0000",
],
data_handler=DataHandlerWRF,
# data_handler=DataHandlerMainSectWRF, #,
# data_handler=DataHandlerWRF,
data_handler=DataHandlerMainSectWRF, #,
# data_handler=DataHandlerMainMinorSectWRF,
# data_path='/home/felix/Data/WRF-Chem/upload_aura_2021-02-24/2009/',
# data_path='/home/felix/Data/WRF-Chem/test_cut_nc/',
# data_path='/home/felix/Data/WRF-Chem/test_cut_nc_joint',
......@@ -90,6 +95,8 @@ def main(parser_args):
target_var='o3',
statistics_per_var={'T2': None, 'o3': None, 'wdir10ll': None, 'wspd10ll': None,
'no': None, 'no2': None, 'co': None, 'PSFC': None, 'PBLH': None, 'CLDFRA': None, },
# separate_vars=["o3", "o3Sect", "o3SectLeft", "o3SectRight"],
separate_vars=["o3", "o3Sect"],
# variables=['T2', 'Q2', 'PBLH', 'U10ll', 'V10ll', 'wdir10ll', 'wspd10ll'],
# target_var=["T2"],
# statistics_per_var={'T2': None, 'Q2': None, 'PBLH': None,
......@@ -101,33 +108,33 @@ def main(parser_args):
radius=100, # km
start='2009-01-01',
#end='2009-01-04',
end='2009-01-04',
#end='2009-01-31',
end='2009-03-31',
# end='2009-03-31',
#train_start='2009-01-01',
#train_end='2009-01-02',
train_start='2009-01-01',
train_end='2009-01-02',
# train_start='2009-01-01',
#train_end='2009-01-15',
train_end='2009-02-28',
# train_end='2009-02-28',
#val_start='2009-01-02',
#val_end='2009-01-03',
val_start='2009-01-02',
val_end='2009-01-03',
###################################
#val_start='2009-01-15',
#val_end='2009-01-22',
###################################
val_start='2009-03-01',
val_end='2009-03-14',
# val_start='2009-03-01',
# val_end='2009-03-14',
#test_start='2009-01-03',
#test_end='2009-01-04',
test_start='2009-01-03',
test_end='2009-01-04',
###################################
#test_start='2009-01-22',
#test_end='2009-01-31',
###################################
test_start='2009-03-15',
test_end='2009-03-31',
# test_start='2009-03-15',
# test_end='2009-03-31',
sampling='hourly',
......
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