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Extraction was performed in R, using the extract function from the raster package. This extracts rainfall data from all 1-km cells touching or inside the catchment boundary; the catchment-averaging calculation weighted partially-inside cells in proportion to the fraction of the cell inside the catchment boundary.\n\nInput River Flow\n\nGauged river flows were obtained from UK-Flow15. These data originate from the Environment Agency, Scottish Environment Protection Agency, Cyfoeth Naturiol Cymru, Department for Infrastructure, and UK Centre for Ecology & Hydrology. Additional quality control/processing steps were applied, consisting of:\n-\tcomplete removal of 68 stations with truncated flows, continuity issues or major issues affecting the entire series,\n-\tpartial removal of 35 flow records with truncated flows, continuity issues or major issues affecting a portion of the series,\n-\tinterpolation across 50000 timesteps at 554 stations to eliminate data spikes\n-\tremoval of 75 days of data across 20 stations to remove exceptional values and high truncations.\nLinear interpolation was then used to fill all gaps in all 15-minute flow records, with no upper limit to the size of the gap filled, performed in R using the approx function from the stats package. Linear interpolation was also used to resample 566 hours of irregularly gauged flow data at two stations: Potford Brook at Sandyford Bridge, and Tern at Eaton upon Tern.\n\nFlood Estimation Handbook (FEH) catchment descriptors\n\nFlood Estimation Handbook catchment descriptors are used to characterize catchments in UKCEH-FEDS, and in the event extraction method to estimate the maximum time after which a rainfall event can affect gauged flow at a station. Catchment descriptors were extracted via the NRFA API in R using the catalogue function from the rnrfa package with no additional arguments.\n\nEvent extraction and output\n\nNo additional processing of the input timeseries takes place during or after the procedure by which events are extracted. Some FEH catchment descriptors (station suitability, AREA, BFIHOST19SCALED, FARL2015, URBEXT2015) are categorized broadly and these categories are used in the output file names.","metadataDate":"2026-06-28T18:26:38","notGEMINI":false,"onlineResources":[{"url":"https://catalogue.ceh.ac.uk/datastore/eidchub/663b9078-ff16-48b2-a3d0-a87f98d1143f","name":"Download the data","description":"Download a copy of this data","function":"fileAccess","type":"OTHER"},{"url":"https://data-package.ceh.ac.uk/sd/663b9078-ff16-48b2-a3d0-a87f98d1143f.zip","name":"Supporting information","description":"Supporting information available to assist in re-use of this dataset","function":"information","type":"OTHER"}],"pointsOfContact":[{"displayName":"Gianni Vesuviano","organisationName":"UK Centre for Ecology & Hydrology","organisationIdentifier":"https://ror.org/00pggkr55","role":"pointOfContact","email":"enquiries@ceh.ac.uk","fullName":"Gianni Vesuviano","pointOfContact":"UK Centre for Ecology & 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