{"numFound":305,"page":1,"rows":20,"url":"http://catalogue.ceh.ac.uk/eidc/documents?facet=topic%7C0%2FLand+cover%2F&facet=topic%7C0%2FMapping%2F&facet=recordType%7CDataset&facet=topic%7C0%2FHydrology%2F","nextPage":"http://catalogue.ceh.ac.uk/eidc/documents?page=2&facet=topic%7C0%2FLand+cover%2F&facet=topic%7C0%2FMapping%2F&facet=recordType%7CDataset&facet=topic%7C0%2FHydrology%2F","results":[{"publicationDate":"2020-06-23T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorGivenName":["R.D.","C.G.","A.W.","C.S."],"authorFamilyName":["Morton","Marston","O'Neil","Rowland"],"authorFullName":["Morton, R.D.","Marston, C.G.","O'Neil, A.W.","Rowland, C.S."],"authorOrcid":["https://orcid.org/0000-0003-3947-6463","https://orcid.org/0000-0002-2070-2187","https://orcid.org/0000-0003-3591-1034","https://orcid.org/0000-0002-0459-506X"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This is the 25m rasterised land parcels dataset for the UKCEH Land Cover Map of 2018(LCM2018) representing Northern Ireland. It describes Northern Ireland's land cover in 2018 using UKCEH Land Cover Classes, which are based on UK Biodiversity Action Plan broad habitats.  This dataset was derived by rasterising the corresponding LCM2018 land parcels dataset into 25m pixels.  It is provided as a 3-band, 8-bit integer raster.  The first band is the UKCEH Land Cover Class identifier.  Bands 2 and 3 are indicators of classification confidence.  For a fuller description please refer to the product documentation.\n\nLCM2018 represents a suite of geospatial land cover datasets (raster and polygon) describing the UK land surface in 2018.  These were produced at the UK Centre for Ecology & Hydrology by classifying satellite images from 2018. LCM2018 was simultaneously released with LCM2017 and LCM2019.  These are the latest in a series of UKCEH land cover maps, which began with the 1990 Land Cover Map of Northern Ireland (now usually referred to as LCM1990) followed by UK-wide land cover maps LCM2000, LCM2007 and LCM2015.\n\nThis work was supported by the Natural Environment Research Council award number NE/R016429/1 as part of the UK-SCAPE programme delivering National Capability.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/R016429/1"],"identifier":"396c1249-84f0-4ca0-891d-4188d750c1ee","incomingCitationCount":0,"givenName":["R.D.","C.G.","A.W.","C.S.","Dan"],"familyName":["Morton","Marston","O'Neil","Rowland"],"fullName":["Morton, R.D.","Marston, C.G.","O'Neil, A.W.","Rowland, C.S.","Morton, D."],"keyword":["Land cover","UK-SCAPE"],"keywordsTheme":["Land cover"],"keywordsOther":["UK-SCAPE"],"licence":"Non-Open government licence","lineage":"The 25m Rasterised Land Parcels datasets of the LCM2017, LCM2018 and LCM2019 product range were derived by rasterising the corresponding Land Parcels datasets. They give land cover information in 21 classes based on UK Biodiversity Action Plan broad habitats. They are provided as 3-band 8-bit integer 25m pixel rasters. Band-1 is the modal land cover from the Land Parcels dataset, band-2 and band-3 are indicators of classification confidence. The Land Parcels datasets are maintained in a PostGIS database. Gdal tools were used to rasterise the land parcels, giving the 25m Rasterised Landparcels dataset in GeoTiff format. GeoTiff is open standard format for raster data and GeoTiff files can be read by most GIS software.","locations":["POLYGON((-8.178 54.022, -8.178 55.313, -5.432 55.313, -5.432 54.022, -8.178 54.022))"],"orcid":["https://orcid.org/0000-0003-3947-6463","https://orcid.org/0000-0002-2070-2187","https://orcid.org/0000-0003-3591-1034","https://orcid.org/0000-0002-0459-506X"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/396c1249-84f0-4ca0-891d-4188d750c1ee","10.5285/396c1249-84f0-4ca0-891d-4188d750c1ee"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Land Cover Map 2018 (25m rasterised land parcels, N. Ireland)","topic":["0/Land cover/"],"version":1.0,"view":["public","jgar"],"shortenedDescription":"This is the 25m rasterised land parcels dataset for the UKCEH Land Cover Map of 2018(LCM2018) representing Northern Ireland. It describes Northern Ireland's land cover in 2018 using UKCEH Land Cover Classes, which are based on UK Biodiversity Action Plan broad habitats...."},{"publicationDate":"2020-10-09T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorGivenName":["C.S.","C.G.","R.D.","A.W."],"authorFamilyName":["Rowland","Marston","Morton","O'Neil"],"authorFullName":["Rowland, C.S.","Marston, C.G.","Morton, R.D.","O'Neil, A.W."],"authorOrcid":["https://orcid.org/0000-0002-0459-506X","https://orcid.org/0000-0002-2070-2187","https://orcid.org/0000-0003-3947-6463","https://orcid.org/0000-0003-3591-1034"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset consists of the 1km raster, percentage target class version of the Land Cover Map 1990 (LCM1990) for Great Britain. The 1km percentage product provides the percentage cover for each of 21 land cover classes for 1km x 1km pixels. This product contains one band per target habitat class (producing a 21 band image). The 21 target classes are based on the Joint Nature Conservation Committee (JNCC) Broad Habitats, which encompass the entire range of UK habitats. This dataset is derived from the vector version of the Land Cover Map, which contains individual parcels of land cover and is the highest available spatial resolution. \n\nLCM1990 is a land cover map of the UK which was produced at the UK Centre for Ecology & Hydrology by classifying satellite images (mainly from 1989 and 1990) into 21 Broad Habitat-based classes. It is the first in a series of land cover maps for the UK, which also includes maps for 2000, 2007, 2015, 2017, 2018 and 2019.  \n\nLCM1990 consists of a range of raster and vector products and users should familiarise themselves with the full range (see related records, the UKCEH web site and the LCM1990 Dataset documentation) to select the product most suited to their needs.\n\nThis work was supported by the Natural Environment Research Council award number NE/R016429/1 as part of the UK-SCAPE programme delivering National Capability.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/R016429/1"],"identifier":"bb381b5b-d44e-4dbd-a9d1-efffd4c3e4a8","incomingCitationCount":0,"givenName":["C.S.","C.G.","R.D.","A.W."],"familyName":["Rowland","Marston","Morton","O'Neil"],"fullName":["Rowland, C.S.","Marston, C.G.","Morton, R.D.","O'Neil, A.W."],"keyword":["Land cover","Land use","Mapping","UK-SCAPE"],"keywordsTheme":["Land cover","Land use","Mapping"],"keywordsOther":["UK-SCAPE"],"licence":"Non-Open government licence","lineage":"The percentage target class is produced from the 25m raster (which is derived from the vector product) by:\n1. Using gdal_calc to split the 21 target classes into 21 individual images for each class where the presence of the class in question is recorded as 100 and absence is assigned 0.\n2. Gdal_warp is then applied to each of the 21 presence/absence images to resample to 1km, using the 'average' option under resample. This produces images of percentage cover for each class.\n3. Gdal_merge is then used to create a single file with 21 bands, where each band provides the percentage cover for the class i.e. band 1 provides percentage cover for class 1 etc.\n","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0002-0459-506X","https://orcid.org/0000-0002-2070-2187","https://orcid.org/0000-0003-3947-6463","https://orcid.org/0000-0003-3591-1034"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/bb381b5b-d44e-4dbd-a9d1-efffd4c3e4a8","10.5285/bb381b5b-d44e-4dbd-a9d1-efffd4c3e4a8"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Land Cover Map 1990 (1km percentage target class, GB) v2","topic":["0/Land cover/","0/Land use/","0/Mapping/"],"version":2.0,"view":["public","clamw"],"shortenedDescription":"This dataset consists of the 1km raster, percentage target class version of the Land Cover Map 1990 (LCM1990) for Great Britain. The 1km percentage product provides the percentage cover for each of 21 land cover classes for 1km x 1km pixels. This product contains one..."},{"publicationDate":"2010-06-18T00:00:00.000+00:00","catalogue":"eidc","description":"Hydrologically corrected digital terrain model (DTM) of Plynlimon catchments. The DTM was derived from digitised elevation data from scanned topographic maps.","documentType":"GEMINI_DOCUMENT","identifier":"4f6dcead-fd4c-4ae5-83ac-25694c9daf9b","incomingCitationCount":0,"keyword":["United Kingdom","Wales","plynlimon","severn","hafren","hore","tanllwyth","wye","gwy","cyff","iago","Mapping","Water quality","Hydrology","digital terrain model","DTM","digital elevation model","DEM","ground surface","stream","digital land model","river"],"keywordsPlace":["United Kingdom","Wales","plynlimon","severn","hafren","hore","tanllwyth","wye","gwy","cyff","iago"],"keywordsTheme":["Mapping","Water quality","Hydrology"],"keywordsOther":["digital terrain model","DTM","digital elevation model","DEM","ground surface","stream","digital land model","river"],"licence":"Open government licence","lineage":"Plynlimon digital terrain model was derived from digitised elevation data. The elevation data had been digitised from scanned topographic maps (reference below). Once the elevation data was captured (spot heights and contour lines) a TIN was created which was then used to derived a hydrologically corrected, grid-based DTM. All the processing was done in ARCINFO however it was not documented therefore no further details can be provided.  Topographic maps reference: Plynlimon Catchment Areas - Severn Catchment. Sheet No. 1. Scale 1:5000. Wallingford, Berkshire. Institute of Hydrology, Natural Environmental Research Council, 1968. Plynlimon Catchment Areas - Wye Catchment. Sheet No. 2. Scale 1:5000. Wallingford, Berkshire. Institute of Hydrology, Natural Environmental Research Council, 1968. ","locations":["POLYGON((-3.821 52.415, -3.821 52.514, -3.633 52.514, -3.633 52.415, -3.821 52.415))"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["1364210594753","https://catalogue.ceh.ac.uk/id/4f6dcead-fd4c-4ae5-83ac-25694c9daf9b"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Plynlimon research catchments: digital terrain model","topic":["0/Mapping/","0/Water quality/","0/Hydrology/"],"version":1.0,"view":["public","phtr"],"shortenedDescription":"Hydrologically corrected digital terrain model (DTM) of Plynlimon catchments. The DTM was derived from digitised elevation data from scanned topographic maps."},{"publicationDate":"2020-06-23T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorGivenName":["R.D.","C.G.","A.W.","C.S."],"authorFamilyName":["Morton","Marston","O'Neil","Rowland"],"authorFullName":["Morton, R.D.","Marston, C.G.","O'Neil, A.W.","Rowland, C.S."],"authorOrcid":["https://orcid.org/0000-0003-3947-6463","https://orcid.org/0000-0002-2070-2187","https://orcid.org/0000-0003-3591-1034","https://orcid.org/0000-0002-0459-506X"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This is the land parcels (polygon) dataset for the UKCEH Land Cover Map of 2018(LCM2018) representing Great Britain. It describes Great Britain's land cover in 2018 using UKCEH Land Cover Classes, which are based on UK Biodiversity Action Plan broad habitats.  This dataset was derived from the corresponding LCM2018 20m classified pixels dataset.  All further LCM2018 datasets for Great Britain are derived from this land parcel product.  A range of land parcel attributes are provided.  These include the dominant UKCEH Land Cover Class given as an integer value, and a range of per-parcel pixel statistics to help to assess classification confidence and accuracy; for a full explanation please refer to the dataset documentation.\n\nLCM2018 represents a suite of geospatial land cover datasets (raster and polygon) describing the UK land surface in 2018.  These were produced at the UK Centre for Ecology & Hydrology by classifying satellite images from 2018. LCM2018 was simultaneously released with LCM2017 and LCM2019.  These are the latest in a series of UKCEH land cover maps, which began with the 1990 Land Cover Map of Great Britain (now usually referred to as LCM1990) followed by UK-wide land cover maps LCM2000, LCM2007 and LCM2015.\n\nThis work was supported by the Natural Environment Research Council award number NE/R016429/1 as part of the UK-SCAPE programme delivering National Capability.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/R016429/1"],"identifier":"9f7f7f70-5137-4bfc-a6a3-f91783d5a6a6","incomingCitationCount":1,"givenName":["R.D.","C.G.","A.W.","C.S.","Dan"],"familyName":["Morton","Marston","O'Neil","Rowland"],"fullName":["Morton, R.D.","Marston, C.G.","O'Neil, A.W.","Rowland, C.S.","Morton, D."],"keyword":["Land cover","Mapping","vector","LCM2018","UK-SCAPE"],"keywordsTheme":["Land cover","Mapping"],"keywordsOther":["vector","LCM2018","UK-SCAPE"],"licence":"Non-Open government licence","lineage":"The Land Parcels datasets of the LCM2017, LCM2018 and LCM2019 product range were derived from the corresponding 20m Classified Pixels datasets. They give per-parcel land cover information in 21 classes based on UK Biodiversity Action Plan broad habitats. A UK spatial framework of land parcels (vector-polygons) representing real-world objects (for example: fields, lakes, urban areas and so forth) was intersected with the 20m Classified Pixels to generate per-parcel pixel statistics. These include a histogram recording pixel frequency per land cover class, the modal land cover class, the total number of pixels and three attribute indicators of classification confidence. Land parcel classification results were validated against independently collected ground observations. All calculations were performed within a PosGIS database. Results were extracted from PostGIS using the QGIS export facility to give the final product as a SpatiaLite vector geodatabse. SpatiaLite is an open standard file format for geospatial vector databases and SpatiLite files can be read by most GIS software.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0003-3947-6463","https://orcid.org/0000-0002-2070-2187","https://orcid.org/0000-0003-3591-1034","https://orcid.org/0000-0002-0459-506X"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/9f7f7f70-5137-4bfc-a6a3-f91783d5a6a6","10.5285/9f7f7f70-5137-4bfc-a6a3-f91783d5a6a6"],"resourceStatus":"Controlled","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Land Cover Map 2018 (land parcels, GB)","topic":["0/Land cover/","0/Mapping/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"This is the land parcels (polygon) dataset for the UKCEH Land Cover Map of 2018(LCM2018) representing Great Britain. It describes Great Britain's land cover in 2018 using UKCEH Land Cover Classes, which are based on UK Biodiversity Action Plan broad habitats.  This..."},{"publicationDate":"2017-10-19T00:00:00.000+00:00","authorAffiliation":["Institute of Terrestrial Ecology"],"authorGivenName":["R.G.H.","T.W.","J.","M.","F.","R.","N.J."],"authorFamilyName":["Bunce","Parr","Ullyett","Hornung","Gerard","Bull","Cox","Brown"],"authorFullName":["Bunce, R.G.H.","Parr, T.W.","Ullyett, J.","Hornung, M.","Gerard, F.","Bull, R.","Cox, R.","Brown, N.J."],"catalogue":"eidc","description":"This dataset contains existing and potential areas of habitats associated with calcareous, coastal, upland and lowland heath landscapes.   The dataset was initially created to provide a sampling framework for a field survey carried out in 1992 and 1993 by the Institute of Terrestrial Ecology (later part of the Centre for Ecology & Hydrology).  It was derived from a range of geology, soils, altitude and land cover data (as described fully in the supporting information).","documentType":"GEMINI_DOCUMENT","identifier":"dc583be3-3649-4df6-b67e-b0f40b4ec895","incomingCitationCount":1,"givenName":["R.G.H.","T.W.","J.","M.","F.","R.","N.J.","C.M."],"familyName":["Bunce","Parr","Ullyett","Hornung","Gerard","Bull","Cox","Brown","Wood"],"fullName":["Bunce, R.G.H.","Parr, T.W.","Ullyett, J.","Hornung, M.","Gerard, F.","Bull, R.","Cox, R.","Brown, N.J.","Wood, C.M."],"keyword":["England","Mapping","Calcareous","Uplands","Lowland heath","Coastal"],"keywordsPlace":["England"],"keywordsTheme":["Mapping"],"keywordsOther":["Calcareous","Uplands","Lowland heath","Coastal"],"licence":"Open government licence","lineage":"The masks were derived from a range of geology, soils, altitude and land cover data (as described fully in the supporting information).  The work was largely undertaken by staff based at the Institute of Terrestrial Ecology Monks Wood Experimental Station and Merlewood Research Station, and has since been curated at the Centre for Ecology & Hydrology, Lancaster.","locations":["POLYGON((-6.452 49.864, -6.452 55.812, 1.768 55.812, 1.768 49.864, -6.452 49.864))"],"organisation":["NERC Environmental Information Data Centre","Institute of Terrestrial Ecology","UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/dc583be3-3649-4df6-b67e-b0f40b4ec895","10.5285/dc583be3-3649-4df6-b67e-b0f40b4ec895"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/04xw4m193","https://ror.org/00pggkr55"],"state":"published","title":"Spatial masks for calcareous, coastal, upland and lowland heath landscapes in England [Key Habitats 1992-93]","topic":["0/Mapping/"],"version":1.0,"view":["public","clamw"],"shortenedDescription":"This dataset contains existing and potential areas of habitats associated with calcareous, coastal, upland and lowland heath landscapes.   The dataset was initially created to provide a sampling framework for a field survey carried out in 1992 and 1993 by the Institute..."},{"publicationDate":"2019-10-21T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology"],"authorGivenName":["J.","M."],"authorFamilyName":["Miller","Hutchins"],"authorFullName":["Miller, J.","Hutchins, M."],"authorOrcid":["https://orcid.org/0000-0002-7705-8898","https://orcid.org/0000-0003-3764-5331"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"Urban water quality and hydrometric data for a range of urban developments in in the south of England. Water quality has been obtained from fortnightly-monthly sampling of river water using a Manta 2 sonde, and includes the parameters: ammonium, DO, pH, specific conductivity, temperature and turbidity. Rainfall was measured using a number of 2mm tipping bucket raingauges across the urban sites and through QC deriving a 15min time series of rainfall in millimetres for each site. Flow in cumecs was derived from in-situ stream channel measurements of velocity and depth using ultrasonic flow monitoring gauges. ","documentType":"GEMINI_DOCUMENT","identifier":"793874b5-48b0-4971-8172-1cf97c35230f","incomingCitationCount":0,"givenName":["Michael","J.","M."],"familyName":["Hutchins","Miller"],"fullName":["Hutchins, M.","Miller, J."],"keyword":["West London","Swindon","Bracknell","Water quality","Hydrology","urban rivers","river flow","DO","pH","specific conductivity","temperature","rainfall","turbidity","dissolved oxygen","ammonium","atmospheric precipitation","river"],"keywordsPlace":["West London","Swindon","Bracknell"],"keywordsTheme":["Water quality","Hydrology"],"keywordsOther":["urban rivers","river flow","DO","pH","specific conductivity","temperature","rainfall","turbidity","dissolved oxygen","ammonium","atmospheric precipitation","river"],"licence":"Open government licence","lineage":"Hydrological and water quality data from urban catchments. Data time-step ranges from sub-hourly to monthly. Period of record is from autumn 2013 to spring 2017 with the bulk of the dataset being 24 month duration from autumn 2013. Depth and velocity data for small streams are converted to discharge measurements using cross-sectional information.","locations":["POLYGON((-2.936 50.483, -2.936 52.587, 1.9 52.587, 1.9 50.483, -2.936 50.483))"],"orcid":["https://orcid.org/0000-0002-7705-8898","https://orcid.org/0000-0003-3764-5331"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/793874b5-48b0-4971-8172-1cf97c35230f","10.5285/793874b5-48b0-4971-8172-1cf97c35230f"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Thames catchment hydrometric and water quality data 2013-17","topic":["0/Water quality/","0/Hydrology/"],"version":1.0,"view":["public","tinzha"],"shortenedDescription":"Urban water quality and hydrometric data for a range of urban developments in in the south of England. Water quality has been obtained from fortnightly-monthly sampling of river water using a Manta 2 sonde, and includes the parameters: ammonium, DO, pH, specific conductivity,..."},{"publicationDate":"2019-08-14T00:00:00.000+00:00","authorAffiliation":["University of Bristol","Fathom Global"],"authorGivenName":["G.","J.","R.","T.","W.J.M.","N.J.K.","N."],"authorFamilyName":["Coxon","Freer","Lane","Dunne","Knoben","Howden","Quinn","Wagener","Woods"],"authorFullName":["Coxon, G.","Freer, J.","Lane, R.","Dunne, T.","Knoben, W.J.M.","Howden, N.J.K.","Quinn, N.","Wagener, T.","Woods, R."],"authorOrcid":["https://orcid.org/0000-0002-8837-460X","https://orcid.org/0000-0002-5732-5979"],"authorRor":["https://ror.org/0524sp257"],"catalogue":"eidc","description":"This dataset provides 100 model realisations of daily river flow in cubic metres per second (m3/s) for 1,366 catchments, for the period 1962 to 2015.  The dataset is model output from the DECIPHeR hydrological model driven by observed climate data (CEH-GEAR rainfall and CHESS-PE potential evapotranspiration).  The modelled catchments correspond to locations of National River Flow Archive (NRFA) gauging stations and provide good spatial coverage across the UK.\n\nThe dataset was produced as part of MaRIUS (Managing the Risks, Impacts and Uncertainties of drought and water Scarcity) to provide national scale probabilistic flow simulations and predictions for UK drought risk analysis.  MaRIUS was a UK NERC-funded research project (2014-2017) that developed a risk-based approach to drought and water scarcity.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/L010399/1"],"identifier":"d770b12a-3824-4e40-8da1-930cf9470858","incomingCitationCount":1,"givenName":["Gemma","G.","J.","R.","T.","W.J.M.","N.J.K.","N."],"familyName":["Coxon","Freer","Lane","Dunne","Knoben","Howden","Quinn","Wagener","Woods"],"fullName":["Coxon, G.","Freer, J.","Lane, R.","Dunne, T.","Knoben, W.J.M.","Howden, N.J.K.","Quinn, N.","Wagener, T.","Woods, R."],"keyword":["Great Britain","MaRIUS (Managing the Risks, Impacts and Uncertainties of drought and water Scarcity)","Hydrology","Modelling","DECIPHeR","Uncertainty","flow","drought","river"],"keywordsPlace":["Great Britain"],"keywordsProject":["MaRIUS (Managing the Risks, Impacts and Uncertainties of drought and water Scarcity)"],"keywordsTheme":["Hydrology","Modelling"],"keywordsOther":["DECIPHeR","Uncertainty","flow","drought","river"],"licence":"Open government licence","lineage":"The modelled flow data are output from the DECIPHeR hydrological model (Coxon et al, 2019; https://doi.org/10.5194/gmd-12-2285-2019).   The meteorological inputs to the model were rainfall from CEH-GEAR (Tanguy et al. 2016; https://doi.org10.5285/33604ea0-c238-4488-813d-0ad9ab7c51ca) and CHESS-PE (Robinson et al, 2016; https://doi.org/10.5285/8baf805d-39ce-4dac-b224-c926ada353b7).\n\nDECIPHeR (V1) was run from 1961-2015 using 100,000 monte carlo model parameter sets.  Model performance was evaluated over a 54 year timeseries (1962-2015) using a multi-objective approach comprising four evaluation metrics.  The evaluation metrics were chosen to quantify the model’s ability to capture a range of hydrologic behaviour including maintaining overall water balance, capturing flow variability, reproducing low and high flows and the timing of flows.  \n\nThe top ‘multi-objective’ scoring 100 model simulations for each of the 1,366 gauges are supplied as daily river flow timeseries.  Metadata comprising the model parameters and performance for the 100 ensemble members is also supplied to allow the user to interrogate the performance of the model and assist in the interpretation of the results.\n\nSee supporting information document for more details.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0002-8837-460X","https://orcid.org/0000-0002-5732-5979"],"organisation":["University of Bristol","Fathom Global","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/d770b12a-3824-4e40-8da1-930cf9470858","10.5285/d770b12a-3824-4e40-8da1-930cf9470858"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/0524sp257","https://ror.org/04xw4m193"],"state":"published","supplementalDescription":["Model code"],"supplementalName":["National River Flow Archive (NRFA)","MaRIUS: Managing the Risks, Impacts and Uncertainties of drought and water Scarcity","DECIPHeR: DECIPHeR V1"],"title":"DECIPHeR model estimates of daily flow for 1366 gauged catchments in Great Britain (1962-2015) using observed driving data","topic":["0/Hydrology/","0/Modelling/"],"version":1.0,"view":["public","phtr"],"shortenedDescription":"This dataset provides 100 model realisations of daily river flow in cubic metres per second (m3/s) for 1,366 catchments, for the period 1962 to 2015.  The dataset is model output from the DECIPHeR hydrological model driven by observed climate data (CEH-GEAR rainfall..."},{"publicationDate":"2022-07-07T00:00:00.000+00:00","authorAffiliation":["University of Saint Andrews","UK Centre for Ecology & Hydrology","University of Glasgow ","University of York","Bangor University"],"authorGivenName":["C.","A.","P.","C.J.T.","L.","L.C. ","D.A. ","M.W. ","W.E.N."],"authorFamilyName":["Smeaton","Burden","Ruranska","Ladd","Garbutt","Jones","McMahon","Miller","Norris","Skov","Austin"],"authorFullName":["Smeaton, C.","Burden, A.","Ruranska, P.","Ladd, C.J.T.","Garbutt, A.","Jones, L.","McMahon, L.","Miller, L.C.","Norris, D.A.","Skov, M.W.","Austin, W.E.N."],"authorOrcid":["https://orcid.org/0000-0003-4535-2555","https://orcid.org/0000-0002-7694-1638","https://orcid.org/0000-0001-6246-0203","https://orcid.org/0000-0001-5437-6474","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-4379-9006","https://orcid.org/0000-0003-0199-7108","https://orcid.org/0000-0003-2876-4312","https://orcid.org/0000-0001-8298-555X","https://orcid.org/0000-0002-7204-3865","https://orcid.org/0000-0001-6544-3468"],"authorRor":["https://ror.org/02wn5qz54","https://ror.org/00pggkr55","https://ror.org/00vtgdb53","https://ror.org/04m01e293","https://ror.org/006jb1a24"],"catalogue":"eidc","description":"The geospatial dataset maps organic carbon (OC) storage (kg OC m-2) and OC stocks (tonnes OC) of surficial soils across 438 Great British saltmarshes. The OC density for the surficial soils (top 10 cm) is mapped across 451.65 km2 of saltmarshes, identified from current saltmarsh maps of Great Britain’s three constituent countries; Scotland, England and Wales The spatial maps are built upon surficial (top 10 cm) soil bulk density and carbon data produced by the NERC C-Side project and Marine Scotland data combined with existing saltmarsh vegetation maps.\n\nThe work was carried out under the NERC programme - Carbon Storage in Intertidal Environment (C-SIDE), NERC grant reference NE/R010846/1.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/R010846/1"],"identifier":"cb8840f2-c630-4a86-9bba-d0e070d56f04","incomingCitationCount":1,"givenName":["C.","A.","P.","C.J.T.","L.","L.C. ","D.A. ","M.W. ","W.E.N."],"familyName":["Smeaton","Burden","Ruranska","Ladd","Garbutt","Jones","McMahon","Miller","Norris","Skov","Austin"],"fullName":["Smeaton, C.","Burden, A.","Ruranska, P.","Ladd, C.J.T.","Garbutt, A.","Jones, L.","McMahon, L.","Miller, L.C.","Norris, D.A.","Skov, M.W.","Austin, W.E.N."],"keyword":["Mapping","C-SIDE","cores","dry bulk density","substrate","storage","stock","United Kingdom","Scotland","England","Wales","soil","coastal area","wetland","blue carbon","sediment","salt marsh","intertidal zone","carbon","organic matter","organic carbon"],"keywordsTheme":["Mapping"],"keywordsOther":["C-SIDE","cores","dry bulk density","substrate","storage","stock","United Kingdom","Scotland","England","Wales","soil","coastal area","wetland","blue carbon","sediment","salt marsh","intertidal zone","carbon","organic matter","organic carbon"],"licence":"Open government licence","lineage":"OC storage (kg OC m2) were calculated for each class of saltmarsh vegetation and marsh zone found in Great Britain using the OC content (% wt.) and dry bulk density (kg m-3) for saltmarsh soils were provide by the NERC C-Side project and Marine Scotland data. This data resource contains maps OC densities across 438 Great British saltmarshes. The mean OC storage of each NVC class/marsh zone was combined with the saltmarsh mapping of English, Scottish and Welsh saltmarshes to produce a bespoke GIS layers mapping the OC storage across Great British saltmarsh soils to a depth of 10 cm. Results were exported as shapefiles (.shp) for ingestion into the EIDC.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0003-4535-2555","https://orcid.org/0000-0002-7694-1638","https://orcid.org/0000-0001-6246-0203","https://orcid.org/0000-0001-5437-6474","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-4379-9006","https://orcid.org/0000-0003-0199-7108","https://orcid.org/0000-0003-2876-4312","https://orcid.org/0000-0001-8298-555X","https://orcid.org/0000-0002-7204-3865","https://orcid.org/0000-0001-6544-3468"],"organisation":["University of Saint Andrews","UK Centre for Ecology & Hydrology","University of Glasgow ","University of York","Bangor University","NERC EDS Environmental Information Data Centre","The University Court of the University of St Andrews"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/cb8840f2-c630-4a86-9bba-d0e070d56f04","10.5285/cb8840f2-c630-4a86-9bba-d0e070d56f04"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["The University Court of the University of St Andrews"],"ror":["https://ror.org/02wn5qz54","https://ror.org/00pggkr55","https://ror.org/00vtgdb53","https://ror.org/04m01e293","https://ror.org/006jb1a24","https://ror.org/04xw4m193"],"state":"published","title":"Spatial mapping of surficial soil organic carbon storage and stocks across Great British saltmarshes","topic":["0/Mapping/"],"version":1.0,"view":["public","margla"],"shortenedDescription":"The geospatial dataset maps organic carbon (OC) storage (kg OC m-2) and OC stocks (tonnes OC) of surficial soils across 438 Great British saltmarshes. The OC density for the surficial soils (top 10 cm) is mapped across 451.65 km2 of saltmarshes, identified from current..."},{"publicationDate":"2020-03-04T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology","British Geological Survey"],"authorGivenName":["A.M. ","M.R.","B.A.","S.M.","G.","A.M.","C.M."],"authorFamilyName":["Keith","Cave","Dodd","Smart","Turner","Tye","Wood"],"authorFullName":["Keith, A.M.","Cave, M.R.","Dodd, B.A.","Smart, S.M.","Turner, G.","Tye, A.M.","Wood, C.M."],"authorOrcid":["https://orcid.org/0000-0001-9619-1320","https://orcid.org/0000-0003-2752-7155","https://orcid.org/0000-0003-2750-7832","https://orcid.org/0000-0002-0394-2998"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset consists of Particle Size Distribution (PSD) measurements made on 419 archived topsoil samples and derived aggregate stability metrics from arable and grassland habitats across Great Britain in 2007. Laser granulometry was used to measure PSD of 1–2 mm aggregates before and after sonication and the difference in their Mean Weight Diameter (MWD) used to indicate aggregate stability. The samples were collected as part of the Countryside Survey monitoring programme, a unique study or ‘audit’ of the natural resources of the UK’s countryside. The analyses were conducted as part of study aiming to quantify how soil quality indicators change across a gradient of agricultural land management and to identify conditions that determine the ability of different soils to resist and recover from perturbations.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"identifier":"be3793b6-90fb-4e4c-9515-220cc33223b9","incomingCitationCount":0,"givenName":["A.M. ","M.R.","B.A.","S.M.","G.","A.M.","C.M.","Aidan"],"familyName":["Keith","Cave","Dodd","Smart","Turner","Tye","Wood"],"fullName":["Keith, A.M.","Cave, M.R.","Dodd, B.A.","Smart, S.M.","Turner, G.","Tye, A.M.","Wood, C.M.","Keith, A."],"keyword":["Great Britain","England","Scotland","Wales","Soil","Land cover"],"keywordsPlace":["Great Britain","England","Scotland","Wales"],"keywordsTheme":["Soil","Land cover"],"licence":"Open government licence","lineage":"Soil samples were collected in 2007 by Countryside Survey field surveyors, who were provided with a field sampling manual and underwent training for sample collection and processing. Protocols were also provided to cover all aspects of processing of the soil cores from logging in of cores as they arrived at the laboratory to basic measurements, chemical analysis and archiving the final samples. Soils were sieved to 2 mm and air-dried before storage. \nPre-measurements were made on samples to determine the best aggregate masses to use for fine, medium and coarse texture soils; this obscuration values. During PSD analyses, a reference soil was analysed in each batch of measurements. Two standard particle size materials were also used throughout the series of analyses to check for accuracy and precision of the PSD measurements by the Laser granulometer instrument.\n","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0001-9619-1320","https://orcid.org/0000-0003-2752-7155","https://orcid.org/0000-0003-2750-7832","https://orcid.org/0000-0002-0394-2998"],"organisation":["UK Centre for Ecology & Hydrology","British Geological Survey","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/be3793b6-90fb-4e4c-9515-220cc33223b9","10.5285/be3793b6-90fb-4e4c-9515-220cc33223b9"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Soil aggregate stability data from arable and grassland in Countryside Survey, Great Britain 2007 ","topic":["0/Soil/","0/Land cover/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"This dataset consists of Particle Size Distribution (PSD) measurements made on 419 archived topsoil samples and derived aggregate stability metrics from arable and grassland habitats across Great Britain in 2007. Laser granulometry was used to measure PSD of 1–2 mm..."},{"publicationDate":"2022-09-06T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorGivenName":["E.","J.","G.","P."],"authorFamilyName":["Trill","Robotham","Old","Rameshwaran","Bishop"],"authorFullName":["Trill, E.","Robotham, J.","Old, G.","Rameshwaran, P.","Bishop, J."],"authorOrcid":["https://orcid.org/0000-0002-6233-8942","https://orcid.org/0000-0002-1223-8345","https://orcid.org/0000-0002-4713-1070","https://orcid.org/0000-0002-8972-953X"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset contains high-resolution (5-minute) raw, atmospheric corrected and mean sea level adjusted water level data for 9 flood storage areas (FSAs) in the Littlestock Brook catchment (a tributary of the River Evenlode, Thames Basin) from 2018 to 2022. The dataset also includes the estimated 9 x FSA stored volume time-series, estimated using a depth-stored volume lookup table for each FSA, produced from a digital elevation model of each feature and a depth-area-volume toolset. The annual barometric pressure time-series used to correct water level is also provided.\n\nThis dataset was collected by UKCEH as part of a hydrological monitoring programme for the Littlestock Brook Natural Flood Management scheme. This work was supported by the SPITFIRE NERC DTP (NE/L002531/1) and the SCENARIO NERC DTP (NE/L002566/1).","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/L002531/1","NE/L002566/1"],"identifier":"cf70f798-442a-4775-963c-b6600023830f","incomingCitationCount":0,"givenName":["E.","J.","G.","P."],"familyName":["Trill","Robotham","Old","Rameshwaran","Bishop"],"fullName":["Trill, E.","Robotham, J.","Old, G.","Rameshwaran, P.","Bishop, J."],"keyword":["Oxfordshire","Cotswolds","Thames Basin","Hydrology","Environmental risk","natural flood management (NFM)","flood storage area (FSA)","bund","hydrology","flood","flood risk management"],"keywordsPlace":["Oxfordshire","Cotswolds","Thames Basin"],"keywordsTheme":["Hydrology","Environmental risk"],"keywordsOther":["natural flood management (NFM)","flood storage area (FSA)","bund","hydrology","flood","flood risk management"],"licence":"Open government licence","lineage":"Data were generated using pressure sensors supplied with a factory calibration. A barometric correction was applied to sensor pressure time-series. Barometric corrected pressure data were then calibrated to stage using a linear regression developed between these data and observed stage board readings. After this correction data were quality controlled to flag any spurious readings, which were removed and interpolated if appropriate. Flood Storage Area (FSA) volume for each feature was estimated using a Digital Elevation Model (DEM) produced with LiDAR data. If LiDAR data were not available, as-built manual survey data were interpolated using the Natural Neighbour method. The DEMs were imported into ArcGIS to create a raster and apply a depth-area-volume toolset for each FSA. The continuous corrected water level time-series in each FSA was then used to produce a time-series of stored volume for each FSA, by matching the water level time-series to the depth-stored volume lookup table produced from ArcGIS.","locations":["POLYGON((-1.6 51.85, -1.6 51.88, -1.66 51.88, -1.66 51.85, -1.6 51.85))"],"orcid":["https://orcid.org/0000-0002-6233-8942","https://orcid.org/0000-0002-1223-8345","https://orcid.org/0000-0002-4713-1070","https://orcid.org/0000-0002-8972-953X"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/cf70f798-442a-4775-963c-b6600023830f","10.5285/cf70f798-442a-4775-963c-b6600023830f"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"High-resolution time-series of flood storage area water levels and estimated stored volumes in the Littlestock Brook, Thames Basin, England, 2018-2022","topic":["0/Hydrology/","0/Environmental risk/"],"version":1.0,"view":["public","margla"],"shortenedDescription":"This dataset contains high-resolution (5-minute) raw, atmospheric corrected and mean sea level adjusted water level data for 9 flood storage areas (FSAs) in the Littlestock Brook catchment (a tributary of the River Evenlode, Thames Basin) from 2018 to 2022. The dataset..."},{"publicationDate":"2010-06-18T00:00:00.000+00:00","catalogue":"eidc","description":"These catchment boundaries define upland catchments and subcatchments at the headwaters of rivers Upper Hafren (Severn) and Upper Gwy (Wye). They identify the area of study of the Plynlimon research catchment project. ","documentType":"GEMINI_DOCUMENT","identifier":"ee2eeee5-e456-4e93-87e9-eee97ee149ee","incomingCitationCount":0,"givenName":["Matt"],"familyName":["Fry"],"fullName":["Fry, M."],"keyword":["United Kingdom","Wales","Plynlimon","Severn","Hafren","Hore","Tanllwyth","Wye","Gwy","Cyff","Iago","Hydrology","Water quality","hydrochemistry","hydrology","water quality"],"keywordsPlace":["United Kingdom","Wales","Plynlimon","Severn","Hafren","Hore","Tanllwyth","Wye","Gwy","Cyff","Iago"],"keywordsTheme":["Hydrology","Water quality"],"keywordsOther":["hydrochemistry","hydrology","water quality"],"licence":"Open government licence","lineage":"The catchment boundaries have been digitised from scanned topographic maps of Plynlimon Catchment Areas. The source of the sub-catchments boundaries is unknown but must have also being digitised, most likely from hand-drawn boundaries on scanned maps. The topographic maps reference are: Plynlimon Catchment Areas - Severn Catchment. Sheet No. 1. Scale 1:5000. Wallingford, Berkshire. Institute of Hydrology, Natural Environmental Research Council, 1968. Plynlimon Catchment Areas - Wye Catchment. Sheet No. 2. Scale 1:5000. Wallingford, Berkshire. Institute of Hydrology, Natural Environmental Research Council, 1968. Plynlimon Catchment Areas. Sheet No. 1. Scale 1:10000. Wallingford, Berkshire. Institute of Hydrology, Natural Environmental Research Council, 1968","locations":["POLYGON((-3.821 52.415, -3.821 52.514, -3.633 52.514, -3.633 52.415, -3.821 52.415))"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["1279799020139","https://catalogue.ceh.ac.uk/id/ee2eeee5-e456-4e93-87e9-eee97ee149ee"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Plynlimon research catchments: catchment boundaries","topic":["0/Hydrology/","0/Water quality/"],"version":1.0,"view":["public","rjsc"],"shortenedDescription":"These catchment boundaries define upland catchments and subcatchments at the headwaters of rivers Upper Hafren (Severn) and Upper Gwy (Wye). They identify the area of study of the Plynlimon research catchment project. "},{"publicationDate":"2021-09-29T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorGivenName":["C.T.","F.F.","J.M.","O.L."],"authorFamilyName":["George","Gerard","Peyton","Pescott"],"authorFullName":["George, C.T.","Gerard, F.F.","Peyton, J.M.","Pescott, O.L."],"authorOrcid":["https://orcid.org/0000-0001-6318-2196","https://orcid.org/0000-0001-5916-5174","https://orcid.org/0000-0002-8313-6194","https://orcid.org/0000-0002-0685-8046"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset contains land cover classification of the Akrotiri Peninsular of Cyprus, using WorldView Imagery at 2m resolution. Images from March 2018 and July 2018 were used. All the imagery was atmospherically corrected. The thematic detail of the map was generalised to the following main vegetation/cover types: bare, lake, temporary water, salt marsh, rush salt meadow, garrigue, sparse vegetation, grass, mixed woodland, Eucalyptus and Acacia. The cover classes salt marsh and rush salt meadow represent mosaics of vegetation communities. Due to Covid-19 restrictions, ground data collection was severely restricted, resulting in limited training and validation data. \n\nThis work was supported by the Natural Environment Research Council award number NE/R016429/1 as part of the UK-SCAPE programme delivering National Capability.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/R016429/1"],"identifier":"95ab2233-ed8d-4c32-b82c-ae282ba567f7","incomingCitationCount":0,"givenName":["C.T.","F.F.","J.M.","O.L.","Charles"],"familyName":["George","Gerard","Peyton","Pescott"],"fullName":["George, C.T.","Gerard, F.F.","Peyton, J.M.","Pescott, O.L.","George, C."],"keyword":["Cyprus","Akrotiri","UK-SCAPE","Land cover","Salt lake","land cover"],"keywordsPlace":["Cyprus","Akrotiri"],"keywordsProject":["UK-SCAPE"],"keywordsTheme":["Land cover"],"keywordsOther":["Salt lake","land cover"],"licence":"Open government licence","lineage":"Data was generated using the ENVI Example Based Feature Extraction tool, from the following satellite images: WorldView-3 (WV-3) 1.2m multispectral (8 wavelength bands) from 3rd March 2018 and WorldView-2 (WV-2) 2.0m multispectral (8 wavelength bands) from 6th July 2018. The July imagery was a single image covering the whole Akrotiri peninsular, while the March imagery consisted of two images (east and west of peninsular) originating from different swaths, each with a different viewing angle. All the imagery was atmospherically corrected using the ENVI FLAASH software. For both east and west, the July and March imagery were resampled to ensure consistency in spatial resolution and combined into a single 2m 16 wavelength band image stack. The classification was validated using google maps and local knowledge due to COVID-19 restricting ground data collection.","locations":["POLYGON((32.875 34.56, 32.875 34.689, 33.074 34.689, 33.074 34.56, 32.875 34.56))"],"orcid":["https://orcid.org/0000-0001-6318-2196","https://orcid.org/0000-0001-5916-5174","https://orcid.org/0000-0002-8313-6194","https://orcid.org/0000-0002-0685-8046"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/95ab2233-ed8d-4c32-b82c-ae282ba567f7","10.5285/95ab2233-ed8d-4c32-b82c-ae282ba567f7"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Two-metre resolution land cover classification of the Akrotiri Peninsular, Cyprus from WorldView imagery 2018","topic":["0/Land cover/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"This dataset contains land cover classification of the Akrotiri Peninsular of Cyprus, using WorldView Imagery at 2m resolution. Images from March 2018 and July 2018 were used. All the imagery was atmospherically corrected. The thematic detail of the map was generalised..."},{"publicationDate":"2019-11-13T00:00:00.000+00:00","authorAffiliation":["University of Aberdeen","University of Edinburgh","University of Reading","University of Cambridge","Pacific Northwest National Laboratory","Netherlands Environmental Assessment Agency","University of Minnesota","International Institute for Applied Systems Analysis ","National Institute for Environmental Studies, Tsukuba","Commonwealth Scientific and Industrial Research Organisation","Wageningen University and Research Centre","University of Exeter","US Department of Agriculture"],"authorGivenName":["N.","P ","B.","K.","J.","J.S.","P.","T.","M.","H.","R.","E.","P.C."],"authorFamilyName":["Fitton","Alexander","Arnell","Bajzelj","Calvin","Doelman","Gerber","Havlik","Hasegawa","Herrero","Krisztin","van Meijl","Powell","Sands","Stehfest","West","Smith"],"authorFullName":["Fitton, N.","Alexander, P.","Arnell, N.","Bajzelj, B.","Calvin, K.","Doelman, J.","Gerber, J.S.","Havlik, P.","Hasegawa, T.","Herrero, M.","Krisztin, T.","van Meijl, H.","Powell, T.","Sands, R.","Stehfest, E.","West, P.C.","Smith, P."],"authorOrcid":["https://orcid.org/0000-0001-7386-0472"],"catalogue":"eidc","description":"This dataset contains the percentage of the total pasture area in each country classified as vulnerable to water scarcity (annual run-off is declining and the water shed is defined as water scarce in 2050). Projections of global changes in water scarcity with the current extent of pasture land were combined to identify the potential country level vulnerabilities of pasture land to water scarcity in 2050. The data relate to an analysis of the impact changes in water availability will have on pasture availability in 2050.","documentType":"GEMINI_DOCUMENT","identifier":"ec5cc84e-a8da-4ff8-80d4-26fca1a31e1f","incomingCitationCount":0,"givenName":["N.","P ","B.","K.","J.","J.S.","P.","T.","M.","H.","R.","E.","P.C.","Nuala"],"familyName":["Fitton","Alexander","Arnell","Bajzelj","Calvin","Doelman","Gerber","Havlik","Hasegawa","Herrero","Krisztin","van Meijl","Powell","Sands","Stehfest","West","Smith"],"fullName":["Fitton, N.","Alexander, P.","Arnell, N.","Bajzelj, B.","Calvin, K.","Doelman, J.","Gerber, J.S.","Havlik, P.","Hasegawa, T.","Herrero, M.","Krisztin, T.","van Meijl, H.","Powell, T.","Sands, R.","Stehfest, E.","West, P.C.","Smith, P."],"keyword":["Climate and climate change","Agriculture","Environmental risk","Hydrology","water scarcity","drought"],"keywordsTheme":["Climate and climate change","Agriculture","Environmental risk","Hydrology"],"keywordsOther":["water scarcity","drought"],"licence":"Open government licence","lineage":"Global maps, of the change in annual runoff (%) and water scarcity (index value between 1and 4, where 1 represents not water scarce and 4 is severely water scarce) were as estimated based on projections from five different general circulation models/ global climate models (GCMs) were obtained directly from Prof. N. Arnell (University of Reading).\n\nGlobal maps of the current cropland area were directly downloaded from www.earthstat.org, which is an open access platform that hosts the most up to date versions of data. Maps of croplands were created based on a mixture of satellite derived data mixed with national, state and country census statistics, and were expressed on a global 5 arc-minute grid.\n\nData used in this study was collected from several sources and cited in the supporting documentation.","locations":["POLYGON((-180 -90, -180 90, 180 90, 180 -90, -180 -90))"],"orcid":["https://orcid.org/0000-0001-7386-0472"],"organisation":["University of Aberdeen","University of Edinburgh","University of Reading","University of Cambridge","Pacific Northwest National Laboratory","Netherlands Environmental Assessment Agency","University of Minnesota","International Institute for Applied Systems Analysis ","National Institute for Environmental Studies, Tsukuba","Commonwealth Scientific and Industrial Research Organisation","Wageningen University and Research Centre","University of Exeter","US Department of Agriculture","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/ec5cc84e-a8da-4ff8-80d4-26fca1a31e1f","10.5285/ec5cc84e-a8da-4ff8-80d4-26fca1a31e1f"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/04xw4m193"],"state":"published","title":"The percentage of total pasture land, by country, subject to water scarcity in 2050 as estimated from a multi-model ensemble","topic":["0/Climate and climate change/","0/Agriculture/","0/Environmental risk/","0/Hydrology/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"This dataset contains the percentage of the total pasture area in each country classified as vulnerable to water scarcity (annual run-off is declining and the water shed is defined as water scarce in 2050). Projections of global changes in water scarcity with the current..."},{"publicationDate":"2021-11-23T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorGivenName":["P.J."],"authorFamilyName":["Taylor"],"authorFullName":["Taylor, P.J."],"authorOrcid":["https://orcid.org/0000-0003-1663-9426"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"The dataset is the lake polygons from the UK Lakes Portal (https://eip.ceh.ac.uk/apps/lakes/), originally based on OS PANORAMA but this dataset includes data from a number of sources. It has a basic set of attributes including the water body ID (WBID) as well as the computed area and perimeter of each lake. The WBID is commonly used across research institutions and is the same ID as used on the UK Lakes Portal, where more information can be found on each lake in this dataset. This is v3.6, which follows the same versioning as the underlying database. Although the database has seen the majority of the changes since version 1, the polygons have also been changed and improved over that time, mostly fixing issues with lake outlines, but also some new sites being added.","documentType":"GEMINI_DOCUMENT","identifier":"b6b92ce3-dcd7-4f0b-8e43-e937ddf1d4eb","incomingCitationCount":0,"givenName":["P.J."],"familyName":["Taylor"],"fullName":["Taylor, P.J."],"keyword":["Mapping","Hydrology","Land cover","Lakes","lake polygons","waterbodies","loch","llyn","lough","standing waters","freshwater"],"keywordsTheme":["Mapping","Hydrology","Land cover"],"keywordsOther":["Lakes","lake polygons","waterbodies","loch","llyn","lough","standing waters","freshwater"],"licence":"Open government licence","lineage":"The development of the database was jointly funded by the Environment Agency, Natural England, Countryside Council for Wales (now Natural Resources Wales), and the Scotland and Northern Ireland Forum for Environmental Research (SNIFFER).\n\nLake polygon geometry in Northern Ireland is based upon Crown Copyright and is reproduced with the permission of Land & Property Services under delegated authority from the Controller of Her Majesty’s Stationery Office, Crown copyright and database rights, EMOU206.2. Northern Ireland Environment Agency Copyright 2015.\n\nLake polygon geometry in Great Britain is mostly based on Ordnance Survey data and contains public sector information licensed under the Open Government Licence v3.0.\n\nThis is version 3.6 of the dataset, with the versioning being aligned with the ongoing development of the underlying UK lakes database: https://eip.ceh.ac.uk/apps/lakes/.\n\nThis is the first published version in a datacentre, with all changes to polygon outlines from version 1 being represented here. ","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0003-1663-9426"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","Ordnance Survey"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/b6b92ce3-dcd7-4f0b-8e43-e937ddf1d4eb","10.5285/b6b92ce3-dcd7-4f0b-8e43-e937ddf1d4eb"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology","Ordnance Survey"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","supplementalDescription":["The UK Lakes Portal uses the same underlying spatial data with additional data for each lake as well as information relating to the lake catchment (for most lakes >1ha) and linked external data (water quality, biology, hyrdology etc) where available. The site uses the same identifier (WBID) as this dataset."],"supplementalName":["UK Lakes Portal "],"title":"Spatial inventory of UK waterbodies","topic":["0/Mapping/","0/Hydrology/","0/Land cover/"],"version":3.6,"view":["public","crimar"],"shortenedDescription":"The dataset is the lake polygons from the UK Lakes Portal (https://eip.ceh.ac.uk/apps/lakes/), originally based on OS PANORAMA but this dataset includes data from a number of sources. It has a basic set of attributes including the water body ID (WBID) as well as the..."},{"publicationDate":"2022-10-18T00:00:00.000+00:00","authorAffiliation":["University of Bristol","Economy and Environment Partnership for Southeast Asia (EEPSEA)"],"authorGivenName":["L.","J.","K.N."],"authorFamilyName":["Hawker","Neal","Pham"],"authorFullName":["Hawker, L.","Neal, J.","Pham, K.N."],"authorOrcid":["https://orcid.org/0000-0002-8317-7084","https://orcid.org/0000-0001-5793-9594"],"authorRor":["https://ror.org/0524sp257"],"catalogue":"eidc","description":"This dataset contains river (fluvial) and surface water (pluvial) flooding maps for the central highlands of Vietnam and surrounding provinces. Flood depth is estimated at 30m horizontal grid spacing for 10 return periods, ranging from the 1 in 5 year to the 1 in 1000 year return period flood. These maps are of relevance to planners and policy makers to estimate which areas of most at risk of flooding and can contribute towards policy such as the sustainable development goals.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/S3003061/1"],"identifier":"74e4e6ec-a119-4dc7-8ada-9513252b1b60","incomingCitationCount":0,"givenName":["L.","J.","K.N."],"familyName":["Hawker","Neal","Pham"],"fullName":["Hawker, L.","Neal, J.","Pham, K.N."],"keyword":["Vietnam","Environmental risk","Hydrology","flood","hydrology"],"keywordsPlace":["Vietnam"],"keywordsTheme":["Environmental risk","Hydrology"],"keywordsOther":["flood","hydrology"],"licence":"Open government licence","lineage":"Flood maps are generated using an updated version of the global flood model described by Sampson et al (2015). Refer to Sampson et al (2015) for more details. Updates have been made to certain aspects of the model including estimation of channel conveyance capacity (Neal et al., 2021) and the elevation data used (Hawker et al., 2022). Model validation was conducted by comparing against satellite imagery and household survey data.","locations":["POLYGON((101.831 8.186, 101.831 23.554, 110.752 23.554, 110.752 8.186, 101.831 8.186))"],"orcid":["https://orcid.org/0000-0002-8317-7084","https://orcid.org/0000-0001-5793-9594"],"organisation":["University of Bristol","Economy and Environment Partnership for Southeast Asia (EEPSEA)","Fathom","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/74e4e6ec-a119-4dc7-8ada-9513252b1b60","10.5285/74e4e6ec-a119-4dc7-8ada-9513252b1b60"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["University of Bristol","Fathom"],"ror":["https://ror.org/0524sp257","https://ror.org/04xw4m193"],"state":"published","supplementalName":["Sampson et al ","Neal et al ","Hawker et al "],"title":"Fluvial and pluvial flood maps for the central highlands of Vietnam and surrounding provinces, 2022","topic":["0/Environmental risk/","0/Hydrology/"],"version":1.0,"view":["public","margla"],"shortenedDescription":"This dataset contains river (fluvial) and surface water (pluvial) flooding maps for the central highlands of Vietnam and surrounding provinces. Flood depth is estimated at 30m horizontal grid spacing for 10 return periods, ranging from the 1 in 5 year to the 1 in 1000..."},{"publicationDate":"2011-11-18T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology"],"authorGivenName":["A.","D.A.","C.D.","S.J.","D.","B.","I."],"authorFamilyName":["Burden","Norris","Evans","Grant","Williams","Callaghan","Pomeroy"],"authorFullName":["Burden, A.","Norris, D.A.","Evans, C.D.","Grant, S.J.","Williams, D.","Evans, D.","Callaghan, B.","Pomeroy, I."],"authorOrcid":["https://orcid.org/0000-0002-7694-1638","https://orcid.org/0000-0002-7052-354X"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"Discharge data and in-stream temperature for a peatland headwater stream of the Conwy catchment, North Wales are presented from March 2008 until July 2011. The stream for which the data represents is the Nant y Brwyn situated on the Migneint blanket bog within Snowdonia National Park. The purpose of the data is to calculate annual run-off estimates for the Nant y Brwyn catchment and to provide support for estimating fluvial carbon fluxes. Note: there are gaps in this data set due to equipment/battery failures and/or freezing of the stream.\nNote dates added to dataset name on 22/06/2017","documentType":"GEMINI_DOCUMENT","identifier":"cd7db09f-edf6-4b06-b878-f1be6c649e3a","incomingCitationCount":0,"givenName":["Annette","A.","D.A.","C.D.","S.J.","D.","B.","I."],"familyName":["Burden","Norris","Evans","Grant","Williams","Callaghan","Pomeroy"],"fullName":["Burden, A.","Norris, D.A.","Evans, C.D.","Grant, S.J.","Williams, D.","Evans, D.","Callaghan, B.","Pomeroy, I."],"keyword":["Conwy Catchment","Wales","United Kingdom","Hydrology","hydrometry"],"keywordsPlace":["Conwy Catchment","Wales","United Kingdom"],"keywordsTheme":["Hydrology"],"keywordsOther":["hydrometry"],"licence":"Open government licence","lineage":"Stage (or water depth) and temperature are measured by a Starflow Ultrasonic Doppler Instrument every 5 minutes and averaged and recorded automatically on to an integrated data logger every 15 minutes. This data is downloaded monthly on to a laptop and transferred on to the CEH shared drive which is in turn backed up each evening. The data is then integrated into a master file along with a diary entry for the visit detailing any relevant information or observations. This metadata is then used to help quality check the raw data, along with plotting the data to identify outliers that may be indicative of equipment failure. Data start/finish dates and times are checked to ensure a continuous data series or to note data gaps. A rating curve was produced by carrying out flow gauging over a wide range of stream flow conditions using a SonTek FlowTracker handheld ADV. A particular stream cross-section at the Starflow location was used consistently for these measurements. Velocity was determined at stations separated by 10 cm along the cross-section. Mean station velocity was measured at 0.6 * depth (Vmean=V0.6) and discharge calculated by the FlowTracker software using the default Mid Section discharge equation (Firmware Version 3.7). Calculated discharge was related to the Starflow measured stage averaged over the duration of the FlowTracker measurement (typically 30 to 60 minutes). The fitted regression curve indicated that discharge was exponentially related to stage for depths less than 0.267m, and followed a linear relationship for greater depths. The rating curve is then applied to the stage data to give the final discharge estimates. ","locations":["POLYGON((-4.031 52.944, -4.031 53.31, -3.592 53.31, -3.592 52.944, -4.031 52.944))"],"orcid":["https://orcid.org/0000-0002-7694-1638","https://orcid.org/0000-0002-7052-354X"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/cd7db09f-edf6-4b06-b878-f1be6c649e3a","10.5285/cd7db09f-edf6-4b06-b878-f1be6c649e3a"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Conwy Catchment - Nant Y Brwyn Discharge dataset (2008-2011)","topic":["0/Hydrology/"],"version":1.0,"view":["public","bpu"],"shortenedDescription":"Discharge data and in-stream temperature for a peatland headwater stream of the Conwy catchment, North Wales are presented from March 2008 until July 2011. The stream for which the data represents is the Nant y Brwyn situated on the Migneint blanket bog within Snowdonia..."},{"publicationDate":"2025-04-22T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorGivenName":["H.","H.T.","B.A.","P.O.","K.","G.","S.J."],"authorFamilyName":["Feuchtmayr","Carter","Dodd","Keenan","Le Quesne","McShane","Moorhouse","Rankin","Rhodes","Thackeray"],"authorFullName":["Feuchtmayr, H.","Carter, H.T.","Dodd, B.A.","Keenan, P.O.","Le Quesne, K.","McShane, G.","Moorhouse, H.","Rankin, G.","Rhodes, G.","Thackeray, S.J."],"authorOrcid":["https://orcid.org/0000-0002-2028-4843"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This is part of an ongoing long-term monitoring dataset of surface temperature, surface oxygen, water clarity, water chemistry and phytoplankton chlorophyll a from fortnightly sampling at the South Basin of Windermere in Cumbria, England that began in 1945 for some variables. The data have been collected by the UK Centre for Ecology & Hydrology (UKCEH). The data available to download comprise surface temperature (TEMP) in degree Celsius, surface oxygen saturation (OXYG) in % air-saturation, Secchi depth (SECC) in metres, alkalinity (ALKA) in µg per litre as CaCO3 and pH. Total ammoniacal nitrogen (NH4N), total oxidised nitrogen (TON), soluble reactive phosphate (PO4P), total phosphorus (TOTP), dissolved reactive silicon expressed as SiO2 (SIO2) and phytoplankton chlorophyll a (TOCA) are all given in µg per litre. Water samples are based on a sample integrated from 0 to 7m. All data are from January 2023 until the end of 2023.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/R016429/1","NE/Y006208/1"],"identifier":"23dfa136-82f4-4c96-8df0-f44c1798f7b4","incomingCitationCount":0,"givenName":["H.","H.T.","B.A.","P.O.","K.","G.","S.J."],"familyName":["Feuchtmayr","Carter","Dodd","Keenan","Le Quesne","McShane","Moorhouse","Rankin","Rhodes","Thackeray"],"fullName":["Feuchtmayr, H.","Carter, H.T.","Dodd, B.A.","Keenan, P.O.","Le Quesne, K.","McShane, G.","Moorhouse, H.","Rankin, G.","Rhodes, G.","Thackeray, S.J."],"keyword":["UK","Lake District National Park","UK-SCAPE","NC-UK","Hydrology","lake","lake basin","lake monitoring","lake water temperature","dissolved oxygen","Secchi depth","alga","phytoplankton","lake water chemistry"],"keywordsPlace":["UK","Lake District National Park"],"keywordsProject":["UK-SCAPE","NC-UK"],"keywordsTheme":["Hydrology"],"keywordsOther":["lake","lake basin","lake monitoring","lake water temperature","dissolved oxygen","Secchi depth","alga","phytoplankton","lake water chemistry"],"licence":"Open government licence","lineage":"Please note that the data presented here are raw data that have not yet been quality controlled and calibrated. However, data has been double entered and checked visually. Missing data are due to weather conditions, equipment limitations, or staff shortages.\nMeasurements are made from a boat at a marked location (buoy) at the deepest part of the lake.","locations":["POLYGON((-3.005 54.264, -3.005 54.388, -2.888 54.388, -2.888 54.264, -3.005 54.264))"],"orcid":["https://orcid.org/0000-0002-2028-4843"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/23dfa136-82f4-4c96-8df0-f44c1798f7b4","10.5285/23dfa136-82f4-4c96-8df0-f44c1798f7b4"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Surface temperature, surface oxygen, water clarity, water chemistry and phytoplankton chlorophyll a data from Windermere South Basin, UK, 2023","topic":["0/Hydrology/"],"version":1.0,"view":["public","shofer"],"shortenedDescription":"This is part of an ongoing long-term monitoring dataset of surface temperature, surface oxygen, water clarity, water chemistry and phytoplankton chlorophyll a from fortnightly sampling at the South Basin of Windermere in Cumbria, England that began in 1945 for some..."},{"publicationDate":"2015-05-22T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology"],"authorGivenName":["Maliko","Filip","Matt","Claus","Jamie"],"authorFamilyName":["Tanguy","Kral","Fry","Svensson","Hannaford"],"authorFullName":["Tanguy, M.","Kral, F.","Fry, M.","Svensson, C.","Hannaford, J."],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"Standardised Precipitation Index (SPI) data for Integrated Hydrological Units (IHU) Hydrometric Areas (Kral et al. [1]). SPI is a drought index based on the probability of precipitation for a given accumulation period as defined by McKee et al. [2]. SPI is calculated for different accumulation periods: 1, 3, 6, 12, 18, 24 months. Each of these is in turn calculated for each of the twelve calendar months. Note that values in monthly (and for longer accumulation periods also annual) time series of the data therefore are likely to be autocorrelated. The standard period which was used to fit the gamma distribution is 1961-2010. The dataset covers the period from 1961 to 2012. [1] Kral, F., Fry, M., Dixon, H. (2015). Integrated Hydrological Units of the United Kingdom: Hydrometric Areas without Coastline. NERC-Environmental Information Data Centre doi:10.5285/3a4e94fc-4c68-47eb-a217-adee2a6b02b3 [2] McKee, T. B., Doesken, N. J., Kleist, J. (1993). The Relationship of Drought Frequency and Duration to Time Scales. Eighth Conference on Applied Climatology, 17-22 January 1993, Anaheim, California.","documentType":"GEMINI_DOCUMENT","identifier":"5e1792a0-ae95-4e77-bccd-2fb456112cc1","incomingCitationCount":0,"givenName":["Maliko","Filip","Matt","Claus","Jamie"],"familyName":["Tanguy","Kral","Fry","Svensson","Hannaford"],"fullName":["Tanguy, M.","Kral, F.","Fry, M.","Svensson, C.","Hannaford, J."],"keyword":["Hydrology","Integrated Hydrological Units","IHU","SPI","indicator","rainfall extremes","drought"],"keywordsTheme":["Hydrology"],"keywordsOther":["Integrated Hydrological Units","IHU","SPI","indicator","rainfall extremes","drought"],"licence":"Non-Open government licence","lineage":"SPI is calculated as originally defined in McKee et al. [1]. SPI is based on the cumulative probability of a given rainfall amount occurring at a location. The historic rainfall data of the station is fitted to a statistical distribution. For this dataset, the statistical distribution used is the gamma distribution, which has been extensively used and is recommended as a default choice for Europe by Stagge et al. [2]. The L-moments method was used to estimate the gamma distribution parameters, as the maximum likehood method was failing to fit a realistic distribution in some isolated cases (more details on the choice of methodology in Tanguy et al. [3]). To calculate SPI, the R package SCI was used (Gudmundsson & Stagge [4]), but modified to use L-moments (instead of Maximum Likelihood). The input data used is the monthly rainfall grids from CEH-Gridded Estimates of Areal Rainfall [CEH-GEAR] (Tanguy et al. [5], Keller et al. [6]) which has been area-averaged over each of the Integrated Hydrological Units (IHU) Hydrometric Areas (Kral et al. [7]). [1] McKee, T. B., Doesken, N. J., Kleist, J. (1993). The Relationship of Drought Frequency and Duration to Time Scales. Eighth Conference on Applied Climatology, 17-22 January 1993, Anaheim, California. [2] Stagge, J. H., Tallaksen, L. M., Gudmundsson, L., Van Loon, A. F. and Stahl, K. (2015), Candidate Distributions for Climatological Drought Indices (SPI and SPEI). Int. J. Climatol. doi: 10.1002/joc.4267 [3] Tanguy et al. (2015), in preparation. [4] Gudmundsson, L. & Stagge, J. H. (2014). Package 'SCI': Standardized Climate Indices such as SPI, SRI or SPEI. Repository CRAN, http://cran.r-project.org/web/packages/SCI/SCI.pdf [5] Tanguy, M., Dixon, H., Prosdocimi, I., Morris, D. G., Keller, V. D. J. (2014). Gridded estimates of daily and monthly areal rainfall for the United Kingdom (1890-2012) [CEH-GEAR]. NERC-Environmental Information Data Centre doi:10.5285/5dc179dc-f692-49ba-9326-a6893a503f6e [6] Keller,V. D. J., Tanguy, M. , Prosdocimi, I. , Terry, J. A. , Hitt, O., Cole, S. J. , Fry, M., Morris, D. G., Dixon, H. (2015) CEH-GEAR: 1km resolution daily and monthly areal rainfall estimates for the UK for hydrological use. Earth Syst. Sci. Data Discuss., 8, 83-112, www.earth-syst-sci-data-discuss.net/8/83/2015/ doi:10.5194/essdd-8-83-2015. [7] Kral, F., Fry, M., Dixon, H. (2015). Integrated Hydrological Units of the United Kingdom: Hydrometric Areas without Coastline. NERC-Environmental Information Data Centre doi:10.5285/3a4e94fc-4c68-47eb-a217-adee2a6b02b3","locations":["POLYGON((-7.557 49.766, -7.557 61.026, 3.554 61.026, 3.554 49.766, -7.557 49.766))"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["1431704829276","https://catalogue.ceh.ac.uk/id/5e1792a0-ae95-4e77-bccd-2fb456112cc1","10.5285/5e1792a0-ae95-4e77-bccd-2fb456112cc1"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","supplementalName":["CEH droughts application"],"title":"Standardised Precipitation Index time series for Integrated Hydrological Units Hydrometric Areas (1961-2012)","topic":["0/Hydrology/"],"version":1.0,"view":["public","nuri"],"shortenedDescription":"Standardised Precipitation Index (SPI) data for Integrated Hydrological Units (IHU) Hydrometric Areas (Kral et al. [1]). SPI is a drought index based on the probability of precipitation for a given accumulation period as defined by McKee et al. [2]. SPI is calculated..."},{"publicationDate":"2024-05-17T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorGivenName":["R.D.","C.G.","A.W.","C.S."],"authorFamilyName":["Morton","Marston","O'Neil","Rowland"],"authorFullName":["Morton, R.D.","Marston, C.G.","O'Neil, A.W.","Rowland, C.S."],"authorOrcid":["https://orcid.org/0000-0003-3947-6463","https://orcid.org/0000-0002-2070-2187","https://orcid.org/0000-0003-3591-1034","https://orcid.org/0000-0002-0459-506X"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This is a 10m pixel data set representing the land surface of Great Britain, classified into 21 UKCEH land cover classes, based upon Biodiversity Action Plan broad habitats. It is a two-band raster in GeoTiff format. 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Training data were automatically selected from stable land covers over the interval of 2020 to 2022. A Random Forest classifier used these to classify four composite images representing per season median surface reflectance. Seasonal images were integrated with context layers (e.g., height, aspect, slope, coastal proximity, urban proximity and so forth) to reduce confusion among classes with similar spectra. \n\nLand cover was validated by organising the 10 m pixel classification into a land parcel framework (the LCM2023 classified land parcels product). The classified land parcels were compared to known land cover producing a confusion matrix to determine overall and per class accuracy. Details are available from the product documentation accompanying the data.\n\nThe 25 m rasterised land parcels product is created by pixelating the corresponding land parcel product.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0003-3947-6463","https://orcid.org/0000-0002-2070-2187","https://orcid.org/0000-0003-3591-1034","https://orcid.org/0000-0002-0459-506X"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/7727ce7d-531e-4d77-b756-5cc59ff016bd","10.5285/7727ce7d-531e-4d77-b756-5cc59ff016bd"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Land Cover Map 2023 (10m classified pixels, GB)","topic":["0/Land cover/"],"version":1.0,"view":["public","jashun"],"shortenedDescription":"This is a 10m pixel data set representing the land surface of Great Britain, classified into 21 UKCEH land cover classes, based upon Biodiversity Action Plan broad habitats. 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The series of LCM2000 products includes vector and raster formats, with a number of different versions containing varying levels of detail and at different spatial resolutions.","documentType":"GEMINI_DOCUMENT","identifier":"b93de9e7-176b-49cb-92aa-4eccdb72aac1","incomingCitationCount":0,"givenName":["Dan","R.M.","G.M.","J.M.","R.A.","A.G","R.","N.J.","R.T.","P.","F.F."],"familyName":["Morton","Fuller","Smith","Sanderson","Hill","Thomson","Cox","Brown","Clarke","Rothery","Gerard"],"fullName":["Morton, D.","Fuller, R.M.","Smith, G.M.","Sanderson, J.M.","Hill, R.A.","Thomson, A.G.","Cox, R.","Brown, N.J.","Clarke, R.T.","Rothery, P.","Gerard, F.F."],"keyword":["Mapping","Land cover","Habitats","Northern Ireland","land cover"],"keywordsTheme":["Mapping","Land cover"],"keywordsOther":["Habitats","Northern Ireland","land cover"],"licence":"Non-Open government licence","lineage":"In a major development of earlier methods, LCM2000 used image segmentation to identify land parcels in the pixel-based images. An automated procedure grouped the image pixels into spectrally 'uniform' segments. These were built around 'seedpoints' selected to avoid parcel boundaries. The segmentation recorded a field-by-field pattern, also separating land use zones within urban and suburban areas, and subdividing mosaics of semi-natural vegetation. Generalisation gave minimum mappable units of a half hectare. A 'vector' version was then created in the geographical information system (GIS), where the boundaries between the pixel-based segments were represented by digital linework. The resultant land parcels were treated as GIS objects to which attribute data could then be attached covering such topics as land cover class, parcel area, length of boundary, processing history, knowledge-based correction and identification of the original satellite scene. The raster products have been derived from the vector dataset. LCM2000 was produced at CEH Monks Wood. 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