Index A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V A a (openMWR.cloud.CloudModelConfig attribute) AbsModel (class in torchMWRT.absorption_model) AbsModelError add_axis() (openMWR.plot.TimeSeriesPlot method) add_cloud_to_ds() (in module openMWR.radiosonde) add_colorbar() (openMWR.plot.Axis method) add_derived_data() (in module openMWR.radiosonde) add_factor_to_input_noise_TB() (openMWR.train.TrainingWorkflow method) add_gray_stripes() (openMWR.plot.TimeSeriesPlot method) add_hatches() (openMWR.plot.Axis method) add_input_noise_params() (openMWR.train.TrainingWorkflow method) add_standard_training_hyper_params() (openMWR.train.TrainingWorkflow method) add_time_data() (in module openMWR.xr_utils) add_variables_at_closest_time() (in module openMWR.xr_utils) ah() (openMWR.plot.TimeSeriesCreator static method) AtmProfile (class in torchMWRT.profile) available_models() (torchMWRT.lineshape.H2OLL class method) (torchMWRT.lineshape.O2LL class method) (torchMWRT.lineshape.O3LL class method) Axis (class in openMWR.plot) B b (openMWR.cloud.CloudModelConfig attribute) BaseModel (class in openMWR.models) boltzmann (in module torchMWRT.consts) C c_pd (in module openMWR.consts) c_pd_aprox (openMWR.cloud.CloudModelConfig attribute) c_pv (in module openMWR.consts) c_w (in module openMWR.consts) cal_MAE() (in module openMWR.calc_errors) cal_MARE() (in module openMWR.calc_errors) cal_ME() (in module openMWR.calc_errors) cal_MRE() (in module openMWR.calc_errors) cal_MSE() (in module openMWR.calc_errors) cal_RMSE() (in module openMWR.calc_errors) calc_absolute_humidity() (in module openMWR.atm) calc_derived_quantities() (in module openMWR.hatpro_data) calc_difference() (openMWR.omb.Omb_Analysis method) calc_gradient() (in module openMWR.xr_utils) calc_mean_std() (openMWR.omb.Omb_Analysis method) calc_pressure() (in module openMWR.atm) calculate_errors() (in module openMWR.calc_errors) calculate_IR_band_TB() (in module openMWR.run_RT) calculate_lwc() (openMWR.cloud.CloudColumn method) calculate_lwp() (openMWR.cloud.CloudColumn method) change_coord_of_da() (in module openMWR.xr_utils) change_coord_of_ds() (in module openMWR.xr_utils) change_height_coord_of_ds_hatpro() (in module openMWR.hatpro_data) change_hyper_params() (openMWR.train.TrainingWorkflow method) close() (openMWR.plot.TimeSeriesPlot method) CloudColumn (class in openMWR.cloud) CloudModelConfig (class in openMWR.cloud) create_analysis_dataset() (in module openMWR.radiosonde) create_analysis_dataset_from_era5() (openMWR.omb.Omb_Analysis method) create_analysis_dataset_from_forward_calc() (openMWR.era5.ERA5Processor method) create_analysis_dataset_from_radiosonde() (openMWR.omb.Omb_Analysis method) create_analysis_dataset_from_scratch() (openMWR.era5.ERA5Processor method) create_ds_from_y() (in module openMWR.run) create_forward_calc_dataset() (openMWR.era5.ERA5Processor method) create_hatpro_dataset() (in module openMWR.hatpro_data) create_input_noise_from_diff() (openMWR.omb.Omb_Analysis method) create_legend() (openMWR.plot.TimeSeriesPlot method) create_legend_with_handles() (openMWR.plot.TimeSeriesPlot method) create_original_dataset() (openMWR.era5.ERA5Processor method) create_radiosonde_dataset_for_RT() (in module openMWR.radiosonde) create_radiosonde_dataset_with_RT() (in module openMWR.radiosonde) create_site() (in module openMWR.site) create_slices() (openMWR.models.BaseModel method) create_stats() (in module openMWR.run) create_tensor_from_ds() (in module openMWR.run) D data_dir (openMWR.train.TrainingWorkflow attribute) data_root() (in module openMWR.paths) denormalize() (in module openMWR.run) device (openMWR.train.TrainingWorkflow attribute) dewpoint() (in module openMWR.atm) dewpoint_from_absolute_humidity() (in module openMWR.atm) dewpoint_from_relative_humidity() (in module openMWR.atm) download_era5() (openMWR.era5.ERA5Processor method) download_radiosondes() (in module openMWR.dwd_opendata) dT() (openMWR.plot.TimeSeriesCreator static method) E EarthRadius (in module torchMWRT.consts) ensure_lineshape_data_available() (in module torchMWRT.lineshape) eps (in module openMWR.consts) (in module torchMWRT.consts) ERA5Processor (class in openMWR.era5) execute() (torchMWRT.rt_model.RTModel method) F fill_with_nan() (in module openMWR.xr_utils) filter_channel_6() (openMWR.omb.Omb_Analysis method) filter_lwp() (openMWR.omb.Omb_Analysis method) finalize() (openMWR.plot.SkewT method) formel (openMWR.cloud.CloudModelConfig attribute) forward() (openMWR.models.Model method) (openMWR.models.SpectralConsistencyModel method) (openMWR.train.MAEPlusBiasLoss method) (openMWR.train.MSEPlusBiasLoss method) freqs (openMWR.models.SpectralConsistencyModel attribute) G g (in module openMWR.consts) get_config_parameter() (in module openMWR.site) get_df_stations() (in module openMWR.dwd_opendata) get_hyper_params_from_existing_model() (openMWR.train.TrainingWorkflow method) get_hyper_params_from_existing_study() (openMWR.train.TrainingWorkflow method) get_input_noise() (in module openMWR.omb) goff_gratch_saturation_vapor_pressure() (in module torchMWRT.atm) H h2o_absorption() (torchMWRT.absorption_model.H2OAbsModel method) h2o_continuum() (torchMWRT.absorption_model.H2OAbsModel method) h2o_continuum_mwl24() (torchMWRT.absorption_model.H2OAbsModel method) H2OAbsModel (class in torchMWRT.absorption_model) H2OLL (class in torchMWRT.lineshape) hyper_params (openMWR.train.TrainingWorkflow attribute) I import_data_and_run_retrieval() (in module openMWR.run) import_hatpro_data() (in module openMWR.hatpro_data) import_hatpro_data_bls() (in module openMWR.hatpro_data) integrate() (in module openMWR.xr_utils) is_called_from_notebook() (in module openMWR.utils) iwv() (openMWR.plot.TimeSeriesCreator static method) K karstens (openMWR.cloud.CloudModelConfig attribute) L L_0 (in module openMWR.consts) L_aprox (openMWR.cloud.CloudModelConfig attribute) latent_heat() (in module openMWR.atm) libRadtran() (in module openMWR.libRadtran) libRadtran_dir() (in module openMWR.paths) light (in module torchMWRT.consts) LiqAbsModel (class in torchMWRT.absorption_model) liquid_water_absorption() (torchMWRT.absorption_model.LiqAbsModel method) load() (openMWR.models.BaseModel class method) (torchMWRT.lineshape.H2OLL class method) (torchMWRT.lineshape.O2LL class method) (torchMWRT.lineshape.O3LL class method) load_combined_dataset() (in module openMWR.xr_utils) load_hyper_params() (openMWR.models.BaseModel class method) load_training_data() (openMWR.train.TrainingWorkflow method) lwc() (openMWR.plot.TimeSeriesCreator static method) lwp() (openMWR.plot.TimeSeriesCreator static method) M MAEPlusBiasLoss (class in openMWR.train) make_bias_correction() (openMWR.train.TrainingWorkflow method) make_omb_analysis() (openMWR.train.TrainingWorkflow method) mean_n_min() (in module openMWR.xr_utils) Model (class in openMWR.models) model (openMWR.train.TrainingWorkflow attribute) module openMWR.atm openMWR.calc_errors openMWR.cloud openMWR.consts openMWR.dwd_opendata openMWR.era5 openMWR.hatpro_data openMWR.libRadtran openMWR.models openMWR.omb openMWR.parallel openMWR.paths openMWR.plot openMWR.radiosonde openMWR.run openMWR.run_RT openMWR.site openMWR.train openMWR.utils openMWR.xr_utils torchMWRT.absorption_model torchMWRT.atm torchMWRT.consts torchMWRT.lineshape torchMWRT.profile torchMWRT.rt_model MSEPlusBiasLoss (class in openMWR.train) N n2_absorption() (torchMWRT.absorption_model.N2AbsModel method) n2_absorption_mwl24() (torchMWRT.absorption_model.N2AbsModel method) N2AbsModel (class in torchMWRT.absorption_model) n_freqs (openMWR.models.SpectralConsistencyModel attribute) NC_PATH (torchMWRT.lineshape.H2OLL attribute) (torchMWRT.lineshape.O2LL attribute) (torchMWRT.lineshape.O3LL attribute) normalize() (in module openMWR.run) O o2_absorption() (torchMWRT.absorption_model.O2AbsModel method) O2AbsModel (class in torchMWRT.absorption_model) O2LL (class in torchMWRT.lineshape) o3_absorption() (torchMWRT.absorption_model.O3AbsModel method) O3AbsModel (class in torchMWRT.absorption_model) O3LL (class in torchMWRT.lineshape) omb (openMWR.train.TrainingWorkflow attribute) Omb_Analysis (class in openMWR.omb) openMWR.atm module openMWR.calc_errors module openMWR.cloud module openMWR.consts module openMWR.dwd_opendata module openMWR.era5 module openMWR.hatpro_data module openMWR.libRadtran module openMWR.models module openMWR.omb module openMWR.parallel module openMWR.paths module openMWR.plot module openMWR.radiosonde module openMWR.run module openMWR.run_RT module openMWR.site module openMWR.train module openMWR.utils module openMWR.xr_utils module optimize() (openMWR.train.TrainingWorkflow method) P patch_pyrtlib_numpy_compat() (in module openMWR.utils) planck (in module torchMWRT.consts) plot() (openMWR.plot.Axis method) plot_cloud() (openMWR.cloud.CloudColumn method) plot_colormap() (openMWR.plot.Axis method) plot_err() (in module openMWR.plot) plot_filled_contours() (openMWR.plot.Axis method) plot_radiosonde() (openMWR.plot.SkewT method) plot_retrieval() (openMWR.plot.SkewT method) plot_scatter_lwp() (in module openMWR.plot) plot_wind_dir() (openMWR.plot.Axis method) progress_bar() (in module openMWR.utils) progress_log() (in module openMWR.utils) R R_a_aprox (openMWR.cloud.CloudModelConfig attribute) R_d (in module openMWR.consts) (in module torchMWRT.consts) R_v (in module openMWR.consts) (in module torchMWRT.consts) radiosonde_station_dir() (in module openMWR.paths) radiosonde_year_file() (in module openMWR.paths) remove_explained_variance() (openMWR.omb.Omb_Analysis method) remove_files_in_dir() (in module openMWR.utils) rh() (openMWR.plot.TimeSeriesCreator static method) rh_thres (openMWR.cloud.CloudModelConfig attribute) round_down() (in module openMWR.utils) round_up() (in module openMWR.utils) RTModel (class in torchMWRT.rt_model) run_model() (in module openMWR.run) run_model_list() (in module openMWR.run) run_pool() (in module openMWR.parallel) run_pool_date_range() (in module openMWR.parallel) run_pyrtlib() (in module openMWR.run_RT) run_RT() (in module openMWR.run_RT) run_torchMWRT() (in module openMWR.run_RT) S saturation_vapor_pressure() (in module openMWR.atm) (in module torchMWRT.atm) saturation_vapor_pressure_magnus() (in module torchMWRT.atm) save() (openMWR.models.BaseModel method) (openMWR.plot.SkewT method) (openMWR.plot.TimeSeriesPlot method) select_closest_times() (in module openMWR.xr_utils) select_omb_input_noise_hyper_params() (openMWR.train.TrainingWorkflow method) separate_training_data() (in module openMWR.train) set_best_ylim() (openMWR.plot.Axis method) setup_daily_logger() (in module openMWR.utils) setup_logging() (in module openMWR.utils) show() (openMWR.plot.TimeSeriesPlot method) site (openMWR.train.TrainingWorkflow attribute) site_config_file() (in module openMWR.paths) site_root() (in module openMWR.paths) site_subdir() (in module openMWR.paths) SkewT (class in openMWR.plot) SpectralConsistencyModel (class in openMWR.models) stacks (openMWR.models.SpectralConsistencyModel attribute) std_angles (in module openMWR.consts) std_freqs (in module openMWR.consts) std_heights (in module openMWR.consts) swap_dims_and_rename() (in module openMWR.xr_utils) T T_0 (in module openMWR.consts) (in module torchMWRT.consts) Tcosmicbkg (in module torchMWRT.consts) temp() (openMWR.plot.TimeSeriesCreator static method) temp_an() (openMWR.plot.TimeSeriesCreator static method) TimeSeriesCreator (class in openMWR.plot) TimeSeriesPlot (class in openMWR.plot) to_1d_tensor() (in module openMWR.xr_utils) torchMWRT.absorption_model module torchMWRT.atm module torchMWRT.consts module torchMWRT.lineshape module torchMWRT.profile module torchMWRT.rt_model module train() (openMWR.train.TrainingWorkflow method) training_data (openMWR.train.TrainingWorkflow attribute) TrainingWorkflow (class in openMWR.train) U update_radiosonde_data() (in module openMWR.dwd_opendata) use_f_ad (openMWR.cloud.CloudModelConfig attribute) V validation_data (openMWR.train.TrainingWorkflow attribute) vapor_pressure_from_relative_humidity() (in module torchMWRT.atm) vapor_pressure_from_specific_humidity() (in module torchMWRT.atm)