Data Summary

Provided by Environment Agency

• FEH Data: Contains DDF (Depth-Duration-Frequency of rainfall) data for the catchment area output from a nationwide model. This may be more useful in checking against any model we output rather than as an input. DDF explanation https://opw.hydronet.com/data/files/Work%20Package1_2%20Final%20Report.pdf (pretty dry)
• Wiski Data: Rainfall and flow data - Real measurement local data but very limited number of stations which poorly represents variability across catchment. Also some missing data due to sensor mishaps.
• Asset Data: Heavily skewed toward leaky barriers and very subjective quantification of mitigation impacts (i.e. approximate water volume defences can restrain). Indicates late take-up of natural mitigation which should allow a long time period for baseline (no mitigation) data, however may result in difficulty assessing impact due to short time-period since mitigation.

Model Input Data

• LSTM input Data (American model): Link to US paper
• LSTM input Data (UK model): Link to UK paper

Other Sources

Data Portals

• UK water resources portal: https://eip.ceh.ac.uk/hydrology/water-resources/
• Centre for Environmental Data Analysis (CEDA): https://www.ceda.ac.uk/
• Environment Agency data search portal: https://data.gov.uk/search?filters%5Bpublisher%5D=Environment+Agency
• National River Flow Archive: https://nrfa.ceh.ac.uk/
• LiDAR (topography): https://environment.data.gov.uk/DefraDataDownload/?Mode=survey
• Historic rainfall: https://www.metoffice.gov.uk/research/climate/maps-and-data/historic-station-data (nearest is Oxford, maybe there is a better source?)
• Soil moisture: UK - https://cosmos.ceh.ac.uk/data ; worldwide - https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-soil-moisture?tab=overview

Resources

• Google Earth Engine: https://earthengine.google.com/
• QGIS software: https://qgis.org/en/site/

Other

Land Use: UK gov land use registry/Aerial Photography, building since beginning of measurements?