Index

A

adjust_lag2_corrcoef1() (in module pysteps.timeseries.autoregression) adjust_lag2_corrcoef2() (in module pysteps.timeseries.autoregression) advect() (in module pysteps.tracking.tdating) aggregate_fields() (in module pysteps.utils.dimension)

aggregate_fields_space() (in module pysteps.utils.dimension) aggregate_fields_time() (in module pysteps.utils.dimension) animate() (in module pysteps.visualization.animations) ar_acf() (in module pysteps.timeseries.autoregression)

B

banddepth() (in module pysteps.postprocessing.ensemblestats) binary_mse() (in module pysteps.verification.spatialscores) binary_mse_accum() (in module pysteps.verification.spatialscores) binary_mse_compute() (in module pysteps.verification.spatialscores) binary_mse_init() (in module pysteps.verification.spatialscores) binary_mse_merge() (in module pysteps.verification.spatialscores)

binned_timesteps() (in module pysteps.nowcasts.utils) blend_cascades() (in module pysteps.blending.utils) blend_means_sigmas() (in module pysteps.blending.steps) blend_optical_flows() (in module pysteps.blending.utils) boxcox_transform() (in module pysteps.utils.transformation) breakup() (in module pysteps.feature.tstorm)

C

calc_clim_skill() (in module pysteps.blending.clim) calculate_ratios() (in module pysteps.blending.steps) calculate_weights_bps() (in module pysteps.blending.steps) calculate_weights_spn() (in module pysteps.blending.steps) ceil_int() (in module pysteps.motion.vet) check_input_frames() (in module pysteps.decorators) check_norain() (in module pysteps.blending.utils) clim_regr_values() (in module pysteps.blending.skill_scores) clip_domain() (in module pysteps.utils.dimension) close_forecast_files() (in module pysteps.io.exporters) compute_centred_coord_array() (in module pysteps.utils.arrays) compute_dilated_mask() (in module pysteps.nowcasts.utils) compute_empirical_cdf() (in module pysteps.postprocessing.probmatching)

compute_mask_window_function() (in module pysteps.utils.tapering) compute_noise_stddev_adjs() (in module pysteps.noise.utils) compute_percentile_mask() (in module pysteps.nowcasts.utils) compute_smooth_dilated_mask() (in module pysteps.blending.utils) compute_store_nwp_motion() (in module pysteps.blending.utils) compute_window_function() (in module pysteps.utils.tapering) constant() (in module pysteps.motion.constant) corrcoef() (in module pysteps.utils.spectral) couple_track() (in module pysteps.tracking.tdating) create_default_pystepsrc() (in module pysteps.datasets) CRPS() (in module pysteps.verification.probscores) CRPS_accum() (in module pysteps.verification.probscores) CRPS_compute() (in module pysteps.verification.probscores) CRPS_init() (in module pysteps.verification.probscores)

D

DARTS() (in module pysteps.motion.darts) dating() (in module pysteps.tracking.tdating) dB_transform() (in module pysteps.utils.transformation) decluster() (in module pysteps.utils.cleansing) decompose_NWP() (in module pysteps.blending.utils) decomposition_fft() (in module pysteps.cascade.decomposition) dense_lucaskanade() (in module pysteps.motion.lucaskanade) det_cat_fct() (in module pysteps.verification.detcatscores) det_cat_fct_accum() (in module pysteps.verification.detcatscores) det_cat_fct_compute() (in module pysteps.verification.detcatscores) det_cat_fct_init() (in module pysteps.verification.detcatscores)

det_cat_fct_merge() (in module pysteps.verification.detcatscores) det_cont_fct() (in module pysteps.verification.detcontscores) det_cont_fct_accum() (in module pysteps.verification.detcontscores) det_cont_fct_compute() (in module pysteps.verification.detcontscores) det_cont_fct_init() (in module pysteps.verification.detcontscores) det_cont_fct_merge() (in module pysteps.verification.detcontscores) detect_outliers() (in module pysteps.utils.cleansing) detection() (in module pysteps.feature.blob) (in module pysteps.feature.shitomasi) (in module pysteps.feature.tstorm) download_pysteps_data() (in module pysteps.datasets) downscale() (in module pysteps.downscaling.rainfarm)

E

ensemble_skill() (in module pysteps.verification.ensscores) ensemble_spread() (in module pysteps.verification.ensscores) estimate_ar_params_ols() (in module pysteps.timeseries.autoregression) estimate_ar_params_ols_localized() (in module pysteps.timeseries.autoregression) estimate_ar_params_yw() (in module pysteps.timeseries.autoregression) estimate_ar_params_yw_localized() (in module pysteps.timeseries.autoregression)

estimate_var_params_ols() (in module pysteps.timeseries.autoregression) estimate_var_params_ols_localized() (in module pysteps.timeseries.autoregression) estimate_var_params_yw() (in module pysteps.timeseries.autoregression) eulerian_persistence() (in module pysteps.extrapolation.interface) excprob() (in module pysteps.postprocessing.ensemblestats) export_forecast_dataset() (in module pysteps.io.exporters) extrapolate() (in module pysteps.extrapolation.semilagrangian)

F

filter_gaussian() (in module pysteps.cascade.bandpass_filters) filter_uniform() (in module pysteps.cascade.bandpass_filters) find_by_date() (in module pysteps.io.archive) forecast() (in module pysteps.blending.linear_blending) (in module pysteps.blending.steps) (in module pysteps.nowcasts.anvil) (in module pysteps.nowcasts.extrapolation) (in module pysteps.nowcasts.lagrangian_probability) (in module pysteps.nowcasts.linda) (in module pysteps.nowcasts.sprog) (in module pysteps.nowcasts.sseps) (in module pysteps.nowcasts.steps)

fss() (in module pysteps.verification.spatialscores) fss_accum() (in module pysteps.verification.spatialscores) fss_compute() (in module pysteps.verification.spatialscores) fss_init() (in module pysteps.verification.spatialscores) fss_merge() (in module pysteps.verification.spatialscores)

G

generate_bps() (in module pysteps.noise.motion) generate_noise_2d_fft_filter() (in module pysteps.noise.fftgenerators) generate_noise_2d_ssft_filter() (in module pysteps.noise.fftgenerators) get_basemap_axis() (in module pysteps.visualization.utils) get_colormap() (in module pysteps.visualization.precipfields) get_default_params_bps_par() (in module pysteps.noise.motion) get_default_params_bps_perp() (in module pysteps.noise.motion) get_default_skill() (in module pysteps.blending.clim) get_geogrid() (in module pysteps.visualization.utils) get_method() (in module pysteps.blending.interface) (in module pysteps.cascade.interface) (in module pysteps.downscaling.interface) (in module pysteps.extrapolation.interface) (in module pysteps.feature.interface) (in module pysteps.io.interface) (in module pysteps.motion.interface) (in module pysteps.noise.interface) (in module pysteps.nowcasts.interface) (in module pysteps.tracking.interface) (in module pysteps.utils.interface) (in module pysteps.verification.interface)

get_numpy() (in module pysteps.utils.fft) get_padding() (in module pysteps.motion.vet) get_profile() (in module pysteps.feature.tstorm) get_pyfftw() (in module pysteps.utils.fft) get_scipy() (in module pysteps.utils.fft)

I

idwinterp2d() (in module pysteps.utils.interpolate) import_bom_rf3() (in module pysteps.io.importers) import_fmi_geotiff() (in module pysteps.io.importers) import_fmi_pgm() (in module pysteps.io.importers) import_knmi_hdf5() (in module pysteps.io.importers) import_mch_gif() (in module pysteps.io.importers) import_mch_hdf5() (in module pysteps.io.importers) import_mch_metranet() (in module pysteps.io.importers) import_mrms_grib() (in module pysteps.io.importers) import_netcdf_pysteps() (in module pysteps.io.nowcast_importers) import_odim_hdf5() (in module pysteps.io.importers) import_opera_hdf5() (in module pysteps.io.importers) import_saf_crri() (in module pysteps.io.importers) info() (in module pysteps.datasets)

initialize_bps() (in module pysteps.noise.motion) initialize_forecast_exporter_geotiff() (in module pysteps.io.exporters) initialize_forecast_exporter_kineros() (in module pysteps.io.exporters) initialize_forecast_exporter_netcdf() (in module pysteps.io.exporters) initialize_nonparam_2d_fft_filter() (in module pysteps.noise.fftgenerators) initialize_nonparam_2d_nested_filter() (in module pysteps.noise.fftgenerators) initialize_nonparam_2d_ssft_filter() (in module pysteps.noise.fftgenerators) initialize_param_2d_fft_filter() (in module pysteps.noise.fftgenerators) intensity_scale() (in module pysteps.verification.spatialscores) intensity_scale_accum() (in module pysteps.verification.spatialscores) intensity_scale_compute() (in module pysteps.verification.spatialscores) intensity_scale_init() (in module pysteps.verification.spatialscores) intensity_scale_merge() (in module pysteps.verification.spatialscores) iterate_ar_model() (in module pysteps.timeseries.autoregression) iterate_var_model() (in module pysteps.timeseries.autoregression)

L

load_config_file() (in module pysteps) load_dataset() (in module pysteps.datasets) load_NWP() (in module pysteps.blending.utils)

longdistance() (in module pysteps.feature.tstorm) lt_dependent_cor_extrapolation() (in module pysteps.blending.skill_scores) lt_dependent_cor_nwp() (in module pysteps.blending.skill_scores)

M

match() (in module pysteps.tracking.tdating) mean() (in module pysteps.postprocessing.ensemblestats) (in module pysteps.utils.spectral) memoize() (in module pysteps.decorators) module pysteps.blending.clim pysteps.blending.interface pysteps.blending.linear_blending pysteps.blending.skill_scores pysteps.blending.steps pysteps.blending.utils pysteps.cascade.bandpass_filters pysteps.cascade.decomposition pysteps.cascade.interface pysteps.datasets pysteps.decorators pysteps.downscaling.interface pysteps.downscaling.rainfarm pysteps.extrapolation.interface pysteps.extrapolation.semilagrangian pysteps.feature.blob pysteps.feature.interface pysteps.feature.shitomasi pysteps.feature.tstorm pysteps.io.archive pysteps.io.exporters pysteps.io.importers pysteps.io.interface pysteps.io.nowcast_importers pysteps.io.readers pysteps.motion.constant pysteps.motion.darts pysteps.motion.interface pysteps.motion.lucaskanade pysteps.motion.proesmans pysteps.motion.vet pysteps.noise.fftgenerators pysteps.noise.interface pysteps.noise.motion pysteps.noise.utils pysteps.nowcasts.anvil pysteps.nowcasts.extrapolation pysteps.nowcasts.interface pysteps.nowcasts.lagrangian_probability pysteps.nowcasts.linda pysteps.nowcasts.sprog pysteps.nowcasts.sseps pysteps.nowcasts.steps pysteps.nowcasts.utils pysteps.postprocessing.ensemblestats pysteps.postprocessing.probmatching pysteps.timeseries.autoregression pysteps.timeseries.correlation pysteps.tracking.interface pysteps.tracking.lucaskanade pysteps.tracking.tdating pysteps.utils.arrays pysteps.utils.cleansing pysteps.utils.conversion pysteps.utils.dimension pysteps.utils.fft pysteps.utils.images pysteps.utils.interface pysteps.utils.interpolate pysteps.utils.reprojection pysteps.utils.spectral pysteps.utils.tapering pysteps.utils.transformation pysteps.verification.detcatscores pysteps.verification.detcontscores pysteps.verification.ensscores pysteps.verification.interface pysteps.verification.plots pysteps.verification.probscores pysteps.verification.salscores pysteps.verification.spatialscores pysteps.visualization.animations pysteps.visualization.basemaps pysteps.visualization.motionfields pysteps.visualization.precipfields pysteps.visualization.spectral pysteps.visualization.thunderstorms pysteps.visualization.utils

morph() (in module pysteps.motion.vet) morph_opening() (in module pysteps.utils.images) motion_plot() (in module pysteps.visualization.motionfields)

N

nonparam_match_empirical_cdf() (in module pysteps.postprocessing.probmatching)

nowcast_main_loop() (in module pysteps.nowcasts.utils) NQ_transform() (in module pysteps.utils.transformation)

P

parse_proj4_string() (in module pysteps.visualization.utils) plot_cart_contour() (in module pysteps.visualization.thunderstorms) plot_geography() (in module pysteps.visualization.basemaps) plot_intensityscale() (in module pysteps.verification.plots) plot_map_cartopy() (in module pysteps.visualization.basemaps) plot_precip_field() (in module pysteps.visualization.precipfields) plot_rankhist() (in module pysteps.verification.plots) plot_reldiag() (in module pysteps.verification.plots) plot_ROC() (in module pysteps.verification.plots) plot_spectrum1d() (in module pysteps.visualization.spectral) plot_track() (in module pysteps.visualization.thunderstorms) pmm_compute() (in module pysteps.postprocessing.probmatching) pmm_init() (in module pysteps.postprocessing.probmatching) postprocess_import() (in module pysteps.decorators) prepare_interpolator() (in module pysteps.decorators) print_ar_params() (in module pysteps.nowcasts.utils) print_corrcoefs() (in module pysteps.nowcasts.utils) proesmans() (in module pysteps.motion.proesmans) proj4_to_cartopy() (in module pysteps.visualization.utils) pysteps.blending.clim module pysteps.blending.interface module pysteps.blending.linear_blending module pysteps.blending.skill_scores module pysteps.blending.steps module pysteps.blending.utils module pysteps.cascade.bandpass_filters module pysteps.cascade.decomposition module pysteps.cascade.interface module pysteps.datasets module pysteps.decorators module pysteps.downscaling.interface module pysteps.downscaling.rainfarm module pysteps.extrapolation.interface module pysteps.extrapolation.semilagrangian module pysteps.feature.blob module pysteps.feature.interface module pysteps.feature.shitomasi module pysteps.feature.tstorm module pysteps.io.archive module pysteps.io.exporters module pysteps.io.importers module pysteps.io.interface module pysteps.io.nowcast_importers module pysteps.io.readers module pysteps.motion.constant module pysteps.motion.darts module pysteps.motion.interface module pysteps.motion.lucaskanade module pysteps.motion.proesmans module pysteps.motion.vet module pysteps.noise.fftgenerators module pysteps.noise.interface module pysteps.noise.motion module

pysteps.noise.utils module pysteps.nowcasts.anvil module pysteps.nowcasts.extrapolation module pysteps.nowcasts.interface module pysteps.nowcasts.lagrangian_probability module pysteps.nowcasts.linda module pysteps.nowcasts.sprog module pysteps.nowcasts.sseps module pysteps.nowcasts.steps module pysteps.nowcasts.utils module pysteps.postprocessing.ensemblestats module pysteps.postprocessing.probmatching module pysteps.timeseries.autoregression module pysteps.timeseries.correlation module pysteps.tracking.interface module pysteps.tracking.lucaskanade module pysteps.tracking.tdating module pysteps.utils.arrays module pysteps.utils.cleansing module pysteps.utils.conversion module pysteps.utils.dimension module pysteps.utils.fft module pysteps.utils.images module pysteps.utils.interface module pysteps.utils.interpolate module pysteps.utils.reprojection module pysteps.utils.spectral module pysteps.utils.tapering module pysteps.utils.transformation module pysteps.verification.detcatscores module pysteps.verification.detcontscores module pysteps.verification.ensscores module pysteps.verification.interface module pysteps.verification.plots module pysteps.verification.probscores module pysteps.verification.salscores module pysteps.verification.spatialscores module pysteps.visualization.animations module pysteps.visualization.basemaps module pysteps.visualization.motionfields module pysteps.visualization.precipfields module pysteps.visualization.spectral module pysteps.visualization.thunderstorms module pysteps.visualization.utils module

Q

quiver() (in module pysteps.visualization.motionfields)

R

rankhist() (in module pysteps.verification.ensscores) rankhist_accum() (in module pysteps.verification.ensscores) rankhist_compute() (in module pysteps.verification.ensscores) rankhist_init() (in module pysteps.verification.ensscores) rapsd() (in module pysteps.utils.spectral) rbfinterp2d() (in module pysteps.utils.interpolate) read_timeseries() (in module pysteps.io.readers) recompose_cascade() (in module pysteps.blending.utils) recompose_fft() (in module pysteps.cascade.decomposition) reldiag() (in module pysteps.verification.probscores) reldiag_accum() (in module pysteps.verification.probscores)

reldiag_compute() (in module pysteps.verification.probscores) reldiag_init() (in module pysteps.verification.probscores) remove_rain_norain_discontinuity() (in module pysteps.utils.spectral) reproject_geodata() (in module pysteps.visualization.utils) reproject_grids() (in module pysteps.utils.reprojection) resample_distributions() (in module pysteps.postprocessing.probmatching) ROC_curve() (in module pysteps.verification.probscores) ROC_curve_accum() (in module pysteps.verification.probscores) ROC_curve_compute() (in module pysteps.verification.probscores) ROC_curve_init() (in module pysteps.verification.probscores) round_int() (in module pysteps.motion.vet)

S

sal() (in module pysteps.verification.salscores) sal_amplitude() (in module pysteps.verification.salscores) sal_location() (in module pysteps.verification.salscores) sal_structure() (in module pysteps.verification.salscores) save_skill() (in module pysteps.blending.clim) shift_scale() (in module pysteps.postprocessing.probmatching)

spatial_correlation() (in module pysteps.blending.skill_scores) sqrt_transform() (in module pysteps.utils.transformation) square_domain() (in module pysteps.utils.dimension) stack_cascades() (in module pysteps.blending.utils) (in module pysteps.nowcasts.utils) std() (in module pysteps.utils.spectral) streamplot() (in module pysteps.visualization.motionfields)

T

temporal_autocorrelation() (in module pysteps.timeseries.correlation) temporal_autocorrelation_multivariate() (in module pysteps.timeseries.correlation) to_raindepth() (in module pysteps.utils.conversion)

to_rainrate() (in module pysteps.utils.conversion) to_reflectivity() (in module pysteps.utils.conversion) track_features() (in module pysteps.tracking.lucaskanade) tracking() (in module pysteps.tracking.tdating)

V

vet() (in module pysteps.motion.vet)

vet_cost_function() (in module pysteps.motion.vet) vet_cost_function_gradient() (in module pysteps.motion.vet)