Index

A

aggregate() (smadi.climatology.Aggregator method) (smadi.climatology.BimonthlyAggregator method) (smadi.climatology.DailyAggregator method) (smadi.climatology.DekadalAggregator method) (smadi.climatology.MonthlyAggregator method) (smadi.climatology.WeeklyAggregator method)

aggregated_df (smadi.climatology.Climatology property) Aggregator (class in smadi.climatology) AnomalyDetector (class in smadi.anomaly_detectors) AnomalyDetectorFactory (class in smadi.anomaly_detectors) apply_transformation() (smadi.anomaly_detectors.AnomalyDetector method) AscatData (class in smadi.data_reader)

B

bimonthly_agg() (in module smadi.preprocess)

BimonthlyAggregator (class in smadi.climatology)

C

clim_df (smadi.anomaly_detectors.AnomalyDetector property) clim_groupping() (in module smadi.preprocess) Climatology (class in smadi.climatology) clss_counter() (in module smadi.plot)

compute_clim() (in module smadi.preprocess) compute_normals() (smadi.climatology.Climatology method) create_detector() (smadi.anomaly_detectors.AnomalyDetectorFactory static method) create_logger() (in module smadi.utils)

D

DailyAggregator (class in smadi.climatology) dekadal_agg() (in module smadi.preprocess) DekadalAggregator (class in smadi.climatology) detect_anomaly() (smadi.anomaly_detectors.AnomalyDetector method) (smadi.anomaly_detectors.ESSMI method) (smadi.anomaly_detectors.ParaDis method) (smadi.anomaly_detectors.SMAD method) (smadi.anomaly_detectors.SMAPI method) (smadi.anomaly_detectors.SMCA method) (smadi.anomaly_detectors.SMCI method) (smadi.anomaly_detectors.SMDI method) (smadi.anomaly_detectors.SMDS method) (smadi.anomaly_detectors.ZScore method)

draw_hbars() (in module smadi.plot)

E

Era5Land (class in smadi.data_reader) ESSMI (class in smadi.anomaly_detectors)

essmi() (in module smadi.indicators) extract_obs_ts() (in module smadi.data_reader)

F

fillna() (in module smadi.preprocess)

filter_df() (in module smadi.preprocess)

G

get_country_code() (in module smadi.utils) get_gpis_from_bbox() (in module smadi.utils)

get_plot_options() (in module smadi.plot) groupby_param (smadi.anomaly_detectors.AnomalyDetector property)

L

load_gpis_by_country() (in module smadi.utils) load_ts() (in module smadi.workflow)

log_exception() (in module smadi.utils) log_time() (in module smadi.utils)

M

main() (in module smadi.workflow) methods (smadi.anomaly_detectors.AnomalyDetectorFactory attribute) module smadi smadi.anomaly_detectors smadi.climatology smadi.data_reader smadi.indicators smadi.map smadi.metadata smadi.plot smadi.preprocess smadi.utils smadi.workflow

monthly_agg() (in module smadi.preprocess) MonthlyAggregator (class in smadi.climatology)

P

para_dis() (in module smadi.indicators) ParaDis (class in smadi.anomaly_detectors) parse_arguments() (in module smadi.workflow) plot_anomaly() (in module smadi.plot) plot_anomaly_maps() (in module smadi.map) plot_categories_count() (in module smadi.plot)

plot_colmns() (in module smadi.plot) plot_figure() (in module smadi.plot) plot_fill_bet() (in module smadi.plot) plot_ts() (in module smadi.plot) preprocess() (smadi.climatology.Preprocessor method) preprocess_df (smadi.climatology.Aggregator property) Preprocessor (class in smadi.climatology)

R

read_era5() (in module smadi.data_reader)

read_grid_point() (in module smadi.data_reader) run_smadi() (in module smadi.workflow)

S

set_bins() (in module smadi.map) set_extent() (in module smadi.map) set_thresholds() (in module smadi.plot) setup_argument_parser() (in module smadi.workflow) single_po_run() (in module smadi.workflow) SMAD (class in smadi.anomaly_detectors) smad() (in module smadi.indicators) smadi module smadi.anomaly_detectors module smadi.climatology module smadi.data_reader module smadi.indicators module smadi.map module smadi.metadata module

smadi.plot module smadi.preprocess module smadi.utils module smadi.workflow module SMAPI (class in smadi.anomaly_detectors) smapi() (in module smadi.indicators) SMCA (class in smadi.anomaly_detectors) smca() (in module smadi.indicators) SMCI (class in smadi.anomaly_detectors) smci() (in module smadi.indicators) smd() (in module smadi.indicators) SMDI (class in smadi.anomaly_detectors) smdi() (in module smadi.indicators) SMDS (class in smadi.anomaly_detectors) smds() (in module smadi.indicators) smooth() (in module smadi.preprocess)

V

validate() (smadi.climatology.Validator method) validate_anomaly_method() (in module smadi.preprocess)

validate_date_params() (in module smadi.preprocess) Validator (class in smadi.climatology)

W

weekly_agg() (in module smadi.preprocess)

WeeklyAggregator (class in smadi.climatology)

Z

ZScore (class in smadi.anomaly_detectors)

zscore() (in module smadi.indicators)