Man pages for maxikellerbauer/stAirPol
Spatio-temporal Modelling of Air Pollution Data
| aggregate_to_shape_file | aggregate_to_shape_file |
| aggregation_information | aggregation_information |
| BIAS | BIAS |
| calculate_hist_grid_points | calculate_hist_grid_points |
| calculate_space_time_datasets | calculate_space_time_datasets |
| calculate_time_datasets | calculate_time_datasets |
| check_hist | Check the output of smooth_space_time_variables |
| check_prediction | Check the output of smooth_space_time_variables |
| clean_model_data | clean_model_data |
| combine_datasets | Combine all calculated datasets |
| connection | SQLite connection |
| Coverage | Coverage |
| download_dwd_data | Download DWD Data |
| download_OTM | Download Open Transport Map Data |
| download_sensor_age | Setup informations about the age of each sensor |
| estimate_grid_size | estimate_grid_size |
| evaluate_prediction | evaluate_prediction |
| evaluate_prediction_table | evaluate_prediction_table |
| fit_sp_model | fit_sp_model |
| fit_subintervalls | fit_subintervalls |
| format_dt_to_points | format_dt_to_points |
| get_dwd_sensor_ids | get_dwd_sensor_ids |
| get_model_frame | Combine datasets to a model frame |
| get_nuts_for_plz | get_nuts_for_plz |
| get_opentransportmap_data | get_opentransportmap_data |
| get_plz_shape | get_shape_for_plz |
| get_rain_data | get_rain_data |
| get_sensor_age | get_sensor_age |
| get_sensor_measured_values | get_sensor_measured_values |
| get_sensors | get_sensors |
| get_test_and_training_set | get_test_and_training_set |
| get_wind_data | get_wind_data |
| hist_exp_cpp | Hist CPP |
| hour | hour |
| initializeDB | Initialize Database |
| intercept | intercept |
| LD_download | Download csv files from archive.luftdaten.info |
| LD_sql | Write luftdaten to mysqlite database |
| LD_sql2 | Write luftdaten to mysqlite database |
| load_opentransportmap_data_nut3 | load_opentransportmap_data_nut3 |
| MAE | MAE |
| make_data_traffic | make_data_traffic |
| make_grid_traffic | make_grid |
| mini_dataset | mini_dataset |
| muc_airPol_p1 | muc_airPol_p1 |
| muc_airPol_p1_8h | muc_airPol_p1 |
| muc_airPol_p1_grid | muc_airPol_p1_grid |
| muc_airPol_p2 | muc_airPol_p2 |
| muc_airPol_p2_8h | muc_airPol_p2_8h |
| muc_airPol_p2_grid | muc_airPol_p2_grid |
| NUTS_3 | NUTS_3 to PLZ Mapping |
| optim_hist_para | optim_hist_para |
| optim_lambda | Optimize a lambda parameter for the traffic volume |
| plot.spAirPol.valdidation_set | plot.spAirPol.valdidation_set |
| plot.stAirPol.parameters | plot.stAirPol.parameters |
| plot.stAirPol.prediction | plot.stAirPol.prediction |
| plz_shape | PLZ shape file |
| points_inside_multipolygon | points_inside_multipolygon |
| predict_split | predict_split |
| predict.stAirPol.model | predict.stAirPol.model |
| print.spAirPol.valdidation_set | print.spAirPol.valdidation_set |
| print.stAirPol.aggregation_information | print.stAirPol.aggregation_information |
| rename_datasets | Rename all datasets |
| RMSE | RMSE |
| setup_station_table | setup_station_table |
| smooth_loaction | Smooth the trafficvolumne around one point |
| smooth_space_time_variables | Spatial Interpolation with Kriging |
| split_db_in_months | Split databases into monthly databases |
| sql_load_sensor_measured_values | sql_load_sensor_measured_values |
| weekday | weekday |
