Man pages for maxikellerbauer/stAirPol
Spatio-temporal Modelling of Air Pollution Data

aggregate_to_shape_fileaggregate_to_shape_file
aggregation_informationaggregation_information
BIASBIAS
calculate_hist_grid_pointscalculate_hist_grid_points
calculate_space_time_datasetscalculate_space_time_datasets
calculate_time_datasetscalculate_time_datasets
check_histCheck the output of smooth_space_time_variables
check_predictionCheck the output of smooth_space_time_variables
clean_model_dataclean_model_data
combine_datasetsCombine all calculated datasets
connectionSQLite connection
CoverageCoverage
download_dwd_dataDownload DWD Data
download_OTMDownload Open Transport Map Data
download_sensor_ageSetup informations about the age of each sensor
estimate_grid_sizeestimate_grid_size
evaluate_predictionevaluate_prediction
evaluate_prediction_tableevaluate_prediction_table
fit_sp_modelfit_sp_model
fit_subintervallsfit_subintervalls
format_dt_to_pointsformat_dt_to_points
get_dwd_sensor_idsget_dwd_sensor_ids
get_model_frameCombine datasets to a model frame
get_nuts_for_plzget_nuts_for_plz
get_opentransportmap_dataget_opentransportmap_data
get_plz_shapeget_shape_for_plz
get_rain_dataget_rain_data
get_sensor_ageget_sensor_age
get_sensor_measured_valuesget_sensor_measured_values
get_sensorsget_sensors
get_test_and_training_setget_test_and_training_set
get_wind_dataget_wind_data
hist_exp_cppHist CPP
hourhour
initializeDBInitialize Database
interceptintercept
LD_downloadDownload csv files from archive.luftdaten.info
LD_sqlWrite luftdaten to mysqlite database
LD_sql2Write luftdaten to mysqlite database
load_opentransportmap_data_nut3load_opentransportmap_data_nut3
MAEMAE
make_data_trafficmake_data_traffic
make_grid_trafficmake_grid
mini_datasetmini_dataset
muc_airPol_p1muc_airPol_p1
muc_airPol_p1_8hmuc_airPol_p1
muc_airPol_p1_gridmuc_airPol_p1_grid
muc_airPol_p2muc_airPol_p2
muc_airPol_p2_8hmuc_airPol_p2_8h
muc_airPol_p2_gridmuc_airPol_p2_grid
NUTS_3NUTS_3 to PLZ Mapping
optim_hist_paraoptim_hist_para
optim_lambdaOptimize a lambda parameter for the traffic volume
plot.spAirPol.valdidation_setplot.spAirPol.valdidation_set
plot.stAirPol.parametersplot.stAirPol.parameters
plot.stAirPol.predictionplot.stAirPol.prediction
plz_shapePLZ shape file
points_inside_multipolygonpoints_inside_multipolygon
predict_splitpredict_split
predict.stAirPol.modelpredict.stAirPol.model
print.spAirPol.valdidation_setprint.spAirPol.valdidation_set
print.stAirPol.aggregation_informationprint.stAirPol.aggregation_information
rename_datasetsRename all datasets
RMSERMSE
setup_station_tablesetup_station_table
smooth_loactionSmooth the trafficvolumne around one point
smooth_space_time_variablesSpatial Interpolation with Kriging
split_db_in_monthsSplit databases into monthly databases
sql_load_sensor_measured_valuessql_load_sensor_measured_values
weekdayweekday
maxikellerbauer/stAirPol documentation built on Jan. 4, 2019, 12:34 a.m.