Index

A

add_daily_year_col() (in module rainfallqc.checks.comparison_checks) add_datetime_to_gsdr_data() (in module rainfallqc.utils.data_readers)

add_wet_flags_to_data() (in module rainfallqc.checks.neighbourhood_checks) affinity_index() (in module rainfallqc.utils.stats)

B

back_propagate_daily_data_flags() (in module rainfallqc.utils.data_utils)

C

calculate_dry_spell_fraction() (in module rainfallqc.utils.data_utils) check_annual_exceedance_etccdi_prcptot() (in module rainfallqc.checks.comparison_checks) check_annual_exceedance_etccdi_r99p() (in module rainfallqc.checks.comparison_checks) check_breakpoints() (in module rainfallqc.checks.gauge_checks) check_daily_accumulations() (in module rainfallqc.checks.timeseries_checks) check_daily_factor() (in module rainfallqc.checks.neighbourhood_checks) check_data_has_consistent_time_step() (in module rainfallqc.utils.data_utils) check_data_is_monthly() (in module rainfallqc.utils.data_utils) check_data_is_specific_time_res() (in module rainfallqc.utils.data_utils) check_dry_neighbours_daily() (in module rainfallqc.checks.neighbourhood_checks) check_dry_neighbours_hourly() (in module rainfallqc.checks.neighbourhood_checks) check_dry_period_cdd() (in module rainfallqc.checks.timeseries_checks) check_exceedance_of_rainfall_world_record() (in module rainfallqc.checks.comparison_checks) check_faulty_zeros() (in module rainfallqc.checks.pypwsqc_filters) check_for_negative_values() (in module rainfallqc.utils.data_utils) check_high_influx_filter() (in module rainfallqc.checks.pypwsqc_filters) check_hourly_exceedance_etccdi_rx1day() (in module rainfallqc.checks.comparison_checks) check_intermittency() (in module rainfallqc.checks.gauge_checks) check_min_val_change() (in module rainfallqc.checks.gauge_checks) check_monthly_accumulations() (in module rainfallqc.checks.timeseries_checks) check_monthly_factor() (in module rainfallqc.checks.neighbourhood_checks)

check_monthly_neighbours() (in module rainfallqc.checks.neighbourhood_checks) check_nearest_neighbour_columns() (in module rainfallqc.checks.neighbourhood_checks) check_neighbour_affinity_index() (in module rainfallqc.checks.neighbourhood_checks) check_neighbour_correlation() (in module rainfallqc.checks.neighbourhood_checks) check_station_outlier() (in module rainfallqc.checks.pypwsqc_filters) check_streaks() (in module rainfallqc.checks.timeseries_checks) check_temporal_bias() (in module rainfallqc.checks.gauge_checks) check_timing_offset() (in module rainfallqc.checks.neighbourhood_checks) check_wet_neighbours_daily() (in module rainfallqc.checks.neighbourhood_checks) check_wet_neighbours_hourly() (in module rainfallqc.checks.neighbourhood_checks) check_years_where_annual_kth_largest_value_is_zero() (in module rainfallqc.checks.gauge_checks) check_years_where_nth_percentile_is_zero() (in module rainfallqc.checks.gauge_checks) compute_distance_matrix() (in module rainfallqc.checks.pypwsqc_filters) compute_dry_spell_days() (in module rainfallqc.checks.timeseries_checks) compute_km_distances_from_target_id() (in module rainfallqc.utils.neighbourhood_utils) compute_spatial_mean_xr() (in module rainfallqc.utils.spatial_utils) compute_temporal_overlap_days() (in module rainfallqc.utils.neighbourhood_utils) compute_temporal_overlap_days_from_target_id() (in module rainfallqc.utils.neighbourhood_utils) convert_daily_data_to_monthly() (in module rainfallqc.utils.data_utils) convert_datarray_seconds_to_days() (in module rainfallqc.utils.data_utils) convert_gsdr_metadata_dates_to_datetime() (in module rainfallqc.utils.data_readers) convert_neighbour_data_to_xarray() (in module rainfallqc.checks.pypwsqc_filters)

D

downsample_and_fill_columns() (in module rainfallqc.utils.data_utils)

downsample_monthly_data() (in module rainfallqc.utils.data_utils) dry_spell_fraction() (in module rainfallqc.utils.stats)

E

extract_negative_values_from_data() (in module rainfallqc.utils.data_utils)

extract_positive_values_from_data() (in module rainfallqc.utils.data_utils)

F

factor_diff() (in module rainfallqc.utils.stats) fill_in_monthly_accumulation_flags() (in module rainfallqc.checks.timeseries_checks) filter_data_based_on_unusual_wetness() (in module rainfallqc.checks.neighbourhood_checks) filter_out_rain_world_records() (in module rainfallqc.utils.stats) fit_expon_and_get_percentile() (in module rainfallqc.utils.stats) flag_accumulation_based_on_next_dry_spell_duration() (in module rainfallqc.checks.timeseries_checks) flag_accumulation_periods() (in module rainfallqc.checks.timeseries_checks) flag_dry_spell_duration() (in module rainfallqc.checks.timeseries_checks) flag_dry_spell_fractions() (in module rainfallqc.checks.neighbourhood_checks) flag_exceedance_of_max_etccdi_variable() (in module rainfallqc.checks.comparison_checks)

flag_exceedance_of_ref_val() (in module rainfallqc.checks.comparison_checks) flag_exceedance_of_ref_val_as_col() (in module rainfallqc.checks.comparison_checks) flag_monthly_factor_differences() (in module rainfallqc.checks.neighbourhood_checks) flag_n_hours_accumulation_based_on_threshold() (in module rainfallqc.checks.timeseries_checks) flag_percentage_diff_of_neighbour() (in module rainfallqc.checks.neighbourhood_checks) flag_streaks_exceeding_smallest_measurable_rainfall_amount() (in module rainfallqc.checks.timeseries_checks) flag_streaks_exceeding_wet_day_rainfall_threshold() (in module rainfallqc.checks.timeseries_checks) flag_streaks_exceeding_zero() (in module rainfallqc.checks.timeseries_checks) flag_streaks_of_zero_bounded_by_days() (in module rainfallqc.checks.timeseries_checks) flag_wet_day_errors_based_on_neighbours() (in module rainfallqc.checks.neighbourhood_checks) format_timedelta_duration() (in module rainfallqc.utils.data_utils)

G

gauge_correlation() (in module rainfallqc.utils.stats) GaugeNetworkReader (class in rainfallqc.utils.data_readers) get_accumulation_threshold() (in module rainfallqc.checks.timeseries_checks) get_accumulation_threshold_from_etccdi() (in module rainfallqc.checks.timeseries_checks) get_columns_in_kwargs() (in module rainfallqc.core.all_qc_checks) get_consecutive_dry_days() (in module rainfallqc.checks.timeseries_checks) get_daily_non_wr_data() (in module rainfallqc.checks.timeseries_checks) get_data_timestep_as_str() (in module rainfallqc.utils.data_utils) get_data_timesteps() (in module rainfallqc.utils.data_utils) get_dry_period_proportions() (in module rainfallqc.utils.data_utils) get_dry_spell_duration() (in module rainfallqc.checks.timeseries_checks) get_dry_spell_fraction_col() (in module rainfallqc.checks.neighbourhood_checks) get_dry_spell_info() (in module rainfallqc.checks.timeseries_checks) get_dry_spells() (in module rainfallqc.utils.data_utils) get_expected_days_in_month() (in module rainfallqc.utils.data_utils) get_first_wet_after_dry_spell() (in module rainfallqc.checks.timeseries_checks) get_ids_of_n_nearest_overlapping_neighbouring_gauges() (in module rainfallqc.utils.neighbourhood_utils) get_local_etccdi_sdii_mean() (in module rainfallqc.checks.timeseries_checks)

get_majority_positive_or_negative_flags() (in module rainfallqc.checks.neighbourhood_checks) get_majority_voting_flag() (in module rainfallqc.checks.neighbourhood_checks) get_n_closest_neighbours() (in module rainfallqc.utils.neighbourhood_utils) get_nearest_non_nan_etccdi_val_to_gauge() (in module rainfallqc.utils.neighbourhood_utils) get_nearest_overlapping_neighbours_to_target() (rainfallqc.utils.data_readers.GaugeNetworkReader method) get_neighbours_with_min_overlap_days() (in module rainfallqc.utils.neighbourhood_utils) get_normalised_diff() (in module rainfallqc.utils.data_utils) get_paths_using_gauge_ids() (in module rainfallqc.utils.data_readers) get_possible_accumulations() (in module rainfallqc.checks.timeseries_checks) get_qc_name_from_qc_key() (in module rainfallqc.qc_frameworks.inbuilt_qc_frameworks) get_rain_not_minima_column() (in module rainfallqc.utils.neighbourhood_utils) get_rainfall_world_records() (in module rainfallqc.utils.stats) get_streaks_above_threshold() (in module rainfallqc.checks.timeseries_checks) get_streaks_of_repeated_values() (in module rainfallqc.checks.timeseries_checks) get_sum_rainfall_above_percentile_per_year() (in module rainfallqc.checks.comparison_checks) get_surrounding_dry_spell_lengths() (in module rainfallqc.checks.timeseries_checks) get_target_neighbour_non_zero_minima() (in module rainfallqc.utils.neighbourhood_utils) GPCCNetworkReader (class in rainfallqc.utils.data_readers) GSDRNetworkReader (class in rainfallqc.utils.data_readers)

H

haversine() (in module rainfallqc.utils.spatial_utils)

J

join_dry_spell_data_back_to_original() (in module rainfallqc.checks.timeseries_checks)

L

load_etccdi_data() (in module rainfallqc.utils.data_readers) load_gpcc_gauge_network_metadata() (in module rainfallqc.utils.data_readers)

load_gsdr_gauge_network_metadata() (in module rainfallqc.utils.data_readers) load_network_data() (rainfallqc.utils.data_readers.GPCCNetworkReader method) (rainfallqc.utils.data_readers.GSDRNetworkReader method)

M

make_month_and_year_col() (in module rainfallqc.utils.data_utils) make_neighbour_monthly_max_climatology() (in module rainfallqc.checks.neighbourhood_checks) make_num_neighbours_online_col() (in module rainfallqc.checks.neighbourhood_checks) make_rain_not_minima_column_target_or_neighbour() (in module rainfallqc.utils.neighbourhood_utils) module rainfallqc.checks rainfallqc.checks.comparison_checks rainfallqc.checks.gauge_checks rainfallqc.checks.neighbourhood_checks rainfallqc.checks.pypwsqc_filters rainfallqc.checks.timeseries_checks rainfallqc.core rainfallqc.core.all_qc_checks rainfallqc.qc_frameworks.apply_qc_framework rainfallqc.qc_frameworks.inbuilt_qc_frameworks rainfallqc.utils rainfallqc.utils.data_readers rainfallqc.utils.data_utils rainfallqc.utils.neighbourhood_utils rainfallqc.utils.spatial_utils rainfallqc.utils.stats

N

normalise_data() (in module rainfallqc.utils.data_utils)

normalised_diff_between_target_neighbours() (in module rainfallqc.checks.neighbourhood_checks)

O

offset_data_by_time() (in module rainfallqc.utils.data_utils)

P

percentage_diff() (in module rainfallqc.utils.stats)

pettitt_test() (in module rainfallqc.utils.stats)

Q

qc_check() (in module rainfallqc.core.all_qc_checks)

R

rainfallqc.checks module rainfallqc.checks.comparison_checks module rainfallqc.checks.gauge_checks module rainfallqc.checks.neighbourhood_checks module rainfallqc.checks.pypwsqc_filters module rainfallqc.checks.timeseries_checks module rainfallqc.core module rainfallqc.core.all_qc_checks module rainfallqc.qc_frameworks.apply_qc_framework module rainfallqc.qc_frameworks.inbuilt_qc_frameworks module rainfallqc.utils module

rainfallqc.utils.data_readers module rainfallqc.utils.data_utils module rainfallqc.utils.neighbourhood_utils module rainfallqc.utils.spatial_utils module rainfallqc.utils.stats module read_gpcc_data_from_zip() (in module rainfallqc.utils.data_readers) read_gpcc_metadata_from_zip() (in module rainfallqc.utils.data_readers) read_gsdr_data_from_file() (in module rainfallqc.utils.data_readers) read_gsdr_metadata() (in module rainfallqc.utils.data_readers) replace_missing_vals_with_nan() (in module rainfallqc.utils.data_utils) resample_data_by_time_step() (in module rainfallqc.utils.data_utils) run_bias_correction() (in module rainfallqc.checks.pypwsqc_filters) run_event_based_filter() (in module rainfallqc.checks.pypwsqc_filters) run_indicator_correlation() (in module rainfallqc.checks.pypwsqc_filters) run_peak_removal() (in module rainfallqc.checks.pypwsqc_filters) run_qc_framework() (in module rainfallqc.qc_frameworks.apply_qc_framework)

S

simple_precip_intensity_index() (in module rainfallqc.utils.stats)

subset_distance_matrix() (in module rainfallqc.checks.pypwsqc_filters)

U

upgrade_monthly_flag_using_neighbour_max_climatology() (in module rainfallqc.checks.neighbourhood_checks)