Index

_

_batch_size (icenet.data.dataset.IceNetDataSet attribute) _config (icenet.data.dataset.IceNetDataSet attribute) _configuration_path (icenet.data.dataset.IceNetDataSet attribute) _counts (icenet.data.dataset.IceNetDataSet attribute) _dashboard_port (icenet.data.loaders.dask.DaskBaseDataLoader attribute) _dates (icenet.data.producers.Processor attribute) _dtype (icenet.data.dataset.IceNetDataSet attribute) _file_filters (icenet.data.producers.Processor attribute) _generate_workers (icenet.data.dataset.IceNetDataSet attribute) _hemisphere (icenet.data.producers.DataCollection attribute) (icenet.utils.HemisphereMixin attribute) _identifier (icenet.data.producers.DataCollection attribute)

_lead_time (icenet.data.producers.Processor attribute) _loader_config (icenet.data.dataset.IceNetDataSet attribute) _loader_map (icenet.data.loaders.IceNetDataLoaderFactory attribute) _n_forecast_days (icenet.data.dataset.IceNetDataSet attribute) _num_channels (icenet.data.dataset.IceNetDataSet attribute) _path (icenet.data.producers.DataCollection attribute) _processed_files (icenet.data.producers.Processor attribute) _shape (icenet.data.dataset.IceNetDataSet attribute) _shuffling (icenet.data.dataset.IceNetDataSet attribute) _timeout (icenet.data.loaders.dask.DaskBaseDataLoader attribute) _tmp_dir (icenet.data.loaders.dask.DaskBaseDataLoader attribute) _var_files (icenet.data.producers.Processor attribute)

A

add_data_loader() (icenet.data.loaders.IceNetDataLoaderFactory method) add_date_args() (in module icenet.data.cli) add_records() (icenet.data.datasets.utils.SplittingMixin method) add_time_dim() (in module icenet.data.interfaces.utils) add_time_dim_main() (in module icenet.data.interfaces.utils) additional_regrid_processing() (icenet.data.interfaces.cds.ERA5Downloader method) (icenet.data.interfaces.downloader.ClimateDownloader method) (icenet.data.interfaces.esgf.CMIP6Downloader method) (icenet.data.interfaces.mars.HRESDownloader method)

arr_to_ice_edge_arr() (in module icenet.model.utils) arr_to_ice_edge_rgba_arr() (in module icenet.model.utils) assign_lat_lon_coord_system() (in module icenet.data.utils)

B

base_path (icenet.data.producers.DataCollection property) batch_requested_dates() (in module icenet.data.interfaces.utils) batch_size (icenet.data.datasets.utils.SplittingMixin property) BatchwiseModelCheckpoint (class in icenet.model.callbacks)

BOTH (icenet.utils.Hemisphere attribute) both (icenet.utils.HemisphereMixin property) broadcast_args() (in module icenet.process.forecasts) broadcast_forecast() (in module icenet.plotting.utils) broadcast_main() (in module icenet.process.forecasts)

C

calculate_extents() (in module icenet.plotting.utils) call() (icenet.model.models.TemperatureScale method) CDI_MAP (icenet.data.interfaces.cds.ERA5Downloader attribute) channel_names (icenet.data.loaders.base.IceNetBaseDataLoader property) channels (icenet.data.dataset.IceNetDataSet property) (icenet.data.dataset.MergedIceNetDataSet property) check_dataset() (icenet.data.dataset.MergedIceNetDataSet method) (icenet.data.datasets.utils.SplittingMixin method) (in module icenet.data.dataset) cli_args() (in module icenet.plotting.video) client_generate() (icenet.data.loaders.dask.DaskBaseDataLoader method) (icenet.data.loaders.dask.DaskMultiSharingWorkerLoader method) (icenet.data.loaders.dask.DaskMultiWorkerLoader method) ClimateDownloader (class in icenet.data.interfaces.downloader) CMIP6Downloader (class in icenet.data.interfaces.esgf)

compute_heatmap() (in module icenet.model.utils) condense_data() (in module icenet.data.processors.utils) condense_main() (in module icenet.data.processors.utils) config (icenet.data.loaders.base.IceNetBaseDataLoader property) ConstructLeadtimeAccuracy (class in icenet.model.metrics) convert_cube() (icenet.data.interfaces.downloader.ClimateDownloader method) (icenet.data.interfaces.esgf.CMIP6Downloader method) counts (icenet.data.dataset.IceNetDataSet property) (icenet.data.dataset.MergedIceNetDataSet property) create() (in module icenet.data.loader) create_cf_output() (in module icenet.process.predict) create_data_loader() (icenet.data.loaders.IceNetDataLoaderFactory method) create_geotiff_output() (in module icenet.process.forecasts) create_get_args() (in module icenet.data.loader) csv_arg() (in module icenet.data.cli) csv_of_csv_arg() (in module icenet.data.cli)

D

dask_process() (icenet.data.sic.osisaf.DaskWrapper method) DaskBaseDataLoader (class in icenet.data.loaders.dask) DaskMultiSharingWorkerLoader (class in icenet.data.loaders.dask) DaskMultiWorkerLoader (class in icenet.data.loaders.dask) DaskWrapper (class in icenet.data.sic.osisaf) data_cli() (in module icenet.plotting.video) DataCollection (class in icenet.data.producers) DataProducer (class in icenet.data.producers) date_arg() (in module icenet.data.cli) (in module icenet.model.predict) (in module icenet.process.predict) (in module icenet.process.utils) DATE_FORMAT (icenet.data.process.IceNetPreProcessor attribute) dates (icenet.data.interfaces.downloader.ClimateDownloader property) (icenet.data.producers.Processor property)

dates_arg() (in module icenet.data.cli) dates_override (icenet.data.loaders.base.IceNetBaseDataLoader property) delete (icenet.data.interfaces.downloader.ClimateDownloader property) destination_filename() (in module icenet.process.utils) download() (icenet.data.interfaces.downloader.ClimateDownloader method) (icenet.data.interfaces.mars.HRESDownloader method) (icenet.data.producers.Downloader method) (icenet.data.sic.osisaf.SICDownloader method) download_args() (in module icenet.data.cli) download_method (icenet.data.interfaces.downloader.ClimateDownloader property) Downloader (class in icenet.data.producers) dry (icenet.data.producers.DataProducer attribute) dtype (icenet.data.datasets.utils.SplittingMixin property)

E

ERA5Downloader (class in icenet.data.interfaces.cds) ESGF_NODES (icenet.data.interfaces.esgf.CMIP6Downloader attribute)

esgf_search() (in module icenet.data.utils) evaluate_model() (in module icenet.model.train)

F

filter_dates_on_data() (in module icenet.data.interfaces.downloader)

filter_ds_by_obs() (in module icenet.plotting.utils) from_config() (icenet.model.metrics.ConstructLeadtimeAccuracy class method)

G

generate() (icenet.data.loaders.dask.DaskBaseDataLoader method) (icenet.data.loaders.stdlib.IceNetDataLoader method) (icenet.data.producers.Generator method) (icenet.data.sic.mask.Masks method) generate_and_write() (in module icenet.data.loaders.dask) generate_sample() (icenet.data.loaders.base.IceNetBaseDataLoader method) (icenet.data.loaders.dask.DaskMultiSharingWorkerLoader method) (icenet.data.loaders.dask.DaskMultiWorkerLoader method) (icenet.data.loaders.stdlib.IceNetDataLoader method) (in module icenet.data.loaders.dask) Generator (class in icenet.data.producers) geotiff_args() (in module icenet.process.forecasts) get_active_cell_da() (icenet.data.sic.mask.Masks method) get_active_cell_mask() (icenet.data.sic.mask.Masks method) get_args() (in module icenet.data.dataset) (in module icenet.data.interfaces.utils) (in module icenet.model.predict) (in module icenet.model.train) (in module icenet.process.predict) get_blank_mask() (icenet.data.sic.mask.Masks method) get_config() (icenet.model.metrics.ConstructLeadtimeAccuracy method) (icenet.model.metrics.WeightedBinaryAccuracy method) (icenet.model.models.TemperatureScale method)

get_data_loader() (icenet.data.dataset.IceNetDataSet method) (icenet.data.dataset.MergedIceNetDataSet method) get_data_var_folder() (icenet.data.producers.DataProducer method) get_dataarray_from_files() (in module icenet.plotting.video) get_decoder() (in module icenet.data.datasets.utils) get_forecast_ds() (in module icenet.plotting.utils) get_land_mask() (icenet.data.sic.mask.Masks method) get_obs_da() (in module icenet.plotting.utils) get_plot_axes() (in module icenet.plotting.utils) get_polarhole_mask() (icenet.data.sic.mask.Masks method) get_prediction_data() (in module icenet.process.predict) get_refcube() (in module icenet.process.predict) get_refsic() (in module icenet.process.predict) get_req_filenames() (icenet.data.interfaces.downloader.ClimateDownloader method) get_sample_files() (icenet.data.loaders.base.IceNetBaseDataLoader method) get_seas_forecast_da() (in module icenet.plotting.utils) get_seas_forecast_init_dates() (in module icenet.plotting.utils) get_split_datasets() (icenet.data.datasets.utils.SplittingMixin method) GRID_MAP (icenet.data.interfaces.esgf.CMIP6Downloader attribute) gridcell_angles_from_dim_coords() (in module icenet.data.utils) group_dates_by (icenet.data.interfaces.downloader.ClimateDownloader property)

H

Hemisphere (class in icenet.utils) hemisphere (icenet.utils.HemisphereMixin property) hemisphere_loc (icenet.utils.HemisphereMixin property) hemisphere_str (icenet.utils.HemisphereMixin property)

HemisphereMixin (class in icenet.utils) hres_main() (in module icenet.data.interfaces.mars) HRES_PARAMS (icenet.data.interfaces.mars.HRESDownloader attribute) HRESDownloader (class in icenet.data.interfaces.mars)

I

icenet module icenet.data module icenet.data.cli module icenet.data.dataset module icenet.data.datasets module icenet.data.datasets.utils module icenet.data.interfaces module icenet.data.interfaces.cds module icenet.data.interfaces.downloader module icenet.data.interfaces.esgf module icenet.data.interfaces.mars module icenet.data.interfaces.utils module icenet.data.loader module icenet.data.loaders module icenet.data.loaders.base module icenet.data.loaders.dask module icenet.data.loaders.stdlib module icenet.data.loaders.utils module icenet.data.process module icenet.data.processors module icenet.data.processors.cmip module icenet.data.processors.era5 module icenet.data.processors.hres module icenet.data.processors.meta module icenet.data.processors.osi module icenet.data.processors.utils module icenet.data.producers module icenet.data.sic module icenet.data.sic.mask module icenet.data.sic.osisaf module icenet.data.utils module

icenet.model module icenet.model.callbacks module icenet.model.losses module icenet.model.metrics module icenet.model.models module icenet.model.predict module icenet.model.train module icenet.model.utils module icenet.plotting module icenet.plotting.utils module icenet.plotting.video module icenet.process module icenet.process.azure module icenet.process.forecasts module icenet.process.local module icenet.process.predict module icenet.process.train module icenet.process.utils module icenet.results module icenet.tests module icenet.utils module IceNetBaseDataLoader (class in icenet.data.loaders.base) IceNetCMIPPreProcessor (class in icenet.data.processors.cmip) IceNetDataLoader (class in icenet.data.loaders.stdlib) IceNetDataLoaderFactory (class in icenet.data.loaders) IceNetDataSet (class in icenet.data.dataset) IceNetDataWarning IceNetERA5PreProcessor (class in icenet.data.processors.era5) IceNetHRESPreProcessor (class in icenet.data.processors.hres) IceNetMetaPreProcessor (class in icenet.data.processors.meta) IceNetOSIPreProcessor (class in icenet.data.processors.osi) IceNetPreProcessor (class in icenet.data.process) IceNetPreTrainingEvaluator (class in icenet.model.callbacks) identifier (icenet.data.producers.DataCollection property) init_params() (icenet.data.sic.mask.Masks method) init_source_data() (icenet.data.processors.meta.IceNetMetaPreProcessor method) (icenet.data.producers.Processor method) int_or_list_arg() (in module icenet.data.cli) invert_gridcell_angles() (in module icenet.data.utils)

L

LAND_MASK_FILENAME (icenet.data.sic.mask.Masks attribute) lead_time (icenet.data.producers.Processor property) levels (icenet.data.interfaces.downloader.ClimateDownloader property)

linear_trend_forecast() (in module icenet.model.models) loader_config (icenet.data.dataset.IceNetDataSet property) loader_map (icenet.data.loaders.IceNetDataLoaderFactory property)

M

main() (in module icenet.data.interfaces.cds) (in module icenet.data.interfaces.esgf) (in module icenet.data.interfaces.mars) (in module icenet.data.processors.cmip) (in module icenet.data.processors.era5) (in module icenet.data.processors.hres) (in module icenet.data.processors.meta) (in module icenet.data.processors.osi) (in module icenet.data.sic.mask) (in module icenet.data.sic.osisaf) (in module icenet.model.predict) (in module icenet.model.train) make_exp_decay_lr_schedule() (in module icenet.model.utils) MARS_TEMPLATE (icenet.data.interfaces.mars.HRESDownloader attribute) mars_template (icenet.data.interfaces.mars.HRESDownloader property) MARS_TEMPLATE (icenet.data.interfaces.mars.SEASDownloader attribute) Masks (class in icenet.data.sic.mask) mean_and_std() (icenet.data.process.IceNetPreProcessor static method) merge_files() (in module icenet.data.interfaces.downloader) MergedIceNetDataSet (class in icenet.data.dataset) missing_dates (icenet.data.process.IceNetPreProcessor property) missing_dates() (icenet.data.sic.osisaf.SICDownloader method) module icenet icenet.data icenet.data.cli icenet.data.dataset icenet.data.datasets icenet.data.datasets.utils icenet.data.interfaces icenet.data.interfaces.cds icenet.data.interfaces.downloader icenet.data.interfaces.esgf icenet.data.interfaces.mars icenet.data.interfaces.utils icenet.data.loader icenet.data.loaders icenet.data.loaders.base icenet.data.loaders.dask icenet.data.loaders.stdlib icenet.data.loaders.utils icenet.data.process icenet.data.processors icenet.data.processors.cmip icenet.data.processors.era5 icenet.data.processors.hres icenet.data.processors.meta icenet.data.processors.osi icenet.data.processors.utils icenet.data.producers icenet.data.sic icenet.data.sic.mask icenet.data.sic.osisaf icenet.data.utils icenet.model icenet.model.callbacks icenet.model.losses icenet.model.metrics icenet.model.models icenet.model.predict icenet.model.train icenet.model.utils icenet.plotting icenet.plotting.utils icenet.plotting.video icenet.process icenet.process.azure icenet.process.forecasts icenet.process.local icenet.process.predict icenet.process.train icenet.process.utils icenet.results icenet.tests icenet.utils

N

n_forecast_days (icenet.data.datasets.utils.SplittingMixin property) NONE (icenet.utils.Hemisphere attribute) NORTH (icenet.utils.Hemisphere attribute)

north (icenet.utils.HemisphereMixin property) num_channels (icenet.data.datasets.utils.SplittingMixin property) (icenet.data.loaders.base.IceNetBaseDataLoader property)

O

on_train_batch_end() (icenet.model.callbacks.BatchwiseModelCheckpoint method) (icenet.model.callbacks.IceNetPreTrainingEvaluator method)

overwrite (icenet.data.producers.DataProducer attribute)

P

PARAM_TABLE (icenet.data.interfaces.mars.HRESDownloader attribute) param_table (icenet.data.interfaces.mars.HRESDownloader property) params (icenet.data.interfaces.mars.HRESDownloader property) pickup (icenet.data.loaders.base.IceNetBaseDataLoader property) POLARHOLE_DATES (icenet.data.sic.mask.Masks attribute) POLARHOLE_RADII (icenet.data.sic.mask.Masks attribute) post_normalisation() (icenet.data.process.IceNetPreProcessor method) postprocess() (icenet.data.interfaces.cds.ERA5Downloader method) (icenet.data.interfaces.downloader.ClimateDownloader method) pre_normalisation() (icenet.data.process.IceNetPreProcessor method) (icenet.data.processors.cmip.IceNetCMIPPreProcessor method) (icenet.data.processors.osi.IceNetOSIPreProcessor method)

predict_forecast() (in module icenet.model.predict) pregrid_prefix (icenet.data.interfaces.downloader.ClimateDownloader property) process() (icenet.data.process.IceNetPreProcessor method) (icenet.data.processors.meta.IceNetMetaPreProcessor method) (icenet.data.producers.Processor method) process_args() (in module icenet.data.cli) process_date_args() (in module icenet.data.cli) process_probes() (in module icenet.plotting.utils) process_regions() (in module icenet.plotting.utils) processed_files (icenet.data.producers.Processor property) Processor (class in icenet.data.producers)

R

recurse_data_folders() (in module icenet.plotting.video) regrid() (icenet.data.interfaces.downloader.ClimateDownloader method) reprocess_main() (in module icenet.data.interfaces.utils) reprocess_monthlies() (in module icenet.data.interfaces.utils) reproject_args() (in module icenet.process.forecasts) reproject_main() (in module icenet.process.forecasts) reproject_output() (in module icenet.process.forecasts) reset_region() (icenet.data.sic.mask.Masks method)

result() (icenet.model.metrics.ConstructLeadtimeAccuracy method) (icenet.model.metrics.WeightedBinaryAccuracy method) (icenet.model.metrics.WeightedMAE method) (icenet.model.metrics.WeightedMSE method) (icenet.model.metrics.WeightedRMSE method) rotate_grid_vectors() (in module icenet.data.utils) rotate_wind_data() (icenet.data.interfaces.downloader.ClimateDownloader method) run_command() (in module icenet.utils) run_prediction() (in module icenet.model.predict)

S

save_processed_file() (icenet.data.producers.Processor method) save_sample() (in module icenet.data.loader) save_temporal_files() (icenet.data.interfaces.downloader.ClimateDownloader method) (icenet.data.interfaces.mars.SEASDownloader method) seas_main() (in module icenet.data.interfaces.mars) SEASDownloader (class in icenet.data.interfaces.mars) setup_logging() (in module icenet.utils) shape (icenet.data.datasets.utils.SplittingMixin property) show_img() (in module icenet.plotting.utils)

shuffling (icenet.data.datasets.utils.SplittingMixin property) sic_ease_cube (icenet.data.interfaces.downloader.ClimateDownloader property) sic_interpolate() (in module icenet.data.processors.utils) SICDownloader (class in icenet.data.sic.osisaf) source_data (icenet.data.producers.Processor attribute) (icenet.data.producers.Processor property) SOUTH (icenet.utils.Hemisphere attribute) south (icenet.utils.HemisphereMixin property) SplittingMixin (class in icenet.data.datasets.utils)

T

TABLE_MAP (icenet.data.interfaces.esgf.CMIP6Downloader attribute) TemperatureScale (class in icenet.model.models)

test_fns (icenet.data.datasets.utils.SplittingMixin attribute) train_fns (icenet.data.datasets.utils.SplittingMixin attribute) train_model() (in module icenet.model.train)

U

unet_batchnorm() (in module icenet.model.models) update_loader_config() (icenet.data.process.IceNetPreProcessor method) update_state() (icenet.model.metrics.ConstructLeadtimeAccuracy method) (icenet.model.metrics.WeightedBinaryAccuracy method) (icenet.model.metrics.WeightedMAE method) (icenet.model.metrics.WeightedMSE method) (icenet.model.metrics.WeightedRMSE method)

upload() (in module icenet.process.azure) (in module icenet.process.local) upload_parse_args() (in module icenet.process.azure) (in module icenet.process.local)

V

val_fns (icenet.data.datasets.utils.SplittingMixin attribute)

var_names (icenet.data.interfaces.downloader.ClimateDownloader property) video_process() (in module icenet.plotting.video)

W

WeightedBinaryAccuracy (class in icenet.model.metrics) WeightedMAE (class in icenet.model.metrics) WeightedMSE (class in icenet.model.losses) (class in icenet.model.metrics)

WeightedRMSE (class in icenet.model.metrics) workers (icenet.data.loaders.base.IceNetBaseDataLoader property) write_dataset_config_only() (icenet.data.loaders.base.IceNetBaseDataLoader method) write_tfrecord() (in module icenet.data.loaders.utils)

X

xarray_to_video() (in module icenet.plotting.video)

Z

zero_dates() (icenet.data.sic.osisaf.SICDownloader method)