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It is built upon other work done within the group on UK-specific Climate Change and Socio-ecological scenarios. These scenarios were then used to generate different parameters and inputs to an Agent-based model which explored how these would impact the development of Great Britain’s Land-use system. \n\nThe application of the model to Great Britain was evaluated through sensitivity analyses as the model was developed, consultations with experts and stakeholders, and finally comparison to existing relevant literature on UK land use projections. The baseline allocation of agent types was compared against three (semi-)independent datasets to check its coverage and interpretation with respect to agricultural and ecological characteristics (see SI for details). ","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-06-30T16:29:33.000Z","orcid":["https://orcid.org/0000-0001-9331-1008","https://orcid.org/0000-0002-9424-9784","https://orcid.org/0000-0001-6010-1186","https://orcid.org/0000-0001-5905-9726","https://orcid.org/0000-0001-8068-1034","https://orcid.org/0000-0002-6559-1687","https://orcid.org/0000-0003-4526-0589","https://orcid.org/0000-0002-9873-3338","https://orcid.org/0000-0003-4179-6204","https://orcid.org/0000-0002-3746-4517","https://orcid.org/0000-0001-7476-9398"],"organisation":["Karlsruhe Institute of Technology","University of Edinburgh","Woodland Trust","Lancaster University","UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","Forest Research","Helmholtz Association"],"publicationDate":"2023-07-26T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/f9ab3051-4f85-415f-b691-371ff8e951f2","10.5285/f9ab3051-4f85-415f-b691-371ff8e951f2","doi:10.5285/f9ab3051-4f85-415f-b691-371ff8e951f2"],"resourceType":"Dataset","rightsHolder":["Karlsruhe Institute of Technology","UK Centre for Ecology & Hydrology","University of Edinburgh","Forest Research","Lancaster University","Helmholtz Association"],"ror":["https://ror.org/04t3en479","https://ror.org/01nrxwf90","https://ror.org/05e9eyh13","https://ror.org/04f2nsd36","https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"The data describes future land use projections at 1 km^2 resolution developed by CRAFTY-GB.  For each of six Shared Socioeconomic Pathways (SSP-RCP) scenarios, gridded land use maps for Great Britain are provided, each as a stacked raster file with seven bands representing…","state":"published","title":"Decadal maps of multiple alternative future land use based on UK Shared Socioeconomic Pathways (UK-SSPs) and climate projections (UK-RCPs)","topic":["0/Mapping/","0/Land use/","0/Climate and climate change/"],"version":1.0,"view":["public","phtr"]},{"authorAffiliation":["University of Leicester"],"authorFamilyName":["Rayner"],"authorFullName":["Rayner, M."],"authorGivenName":["M."],"authorOrcid":["https://orcid.org/0000-0002-5731-2115"],"availability":"Available","catalogue":"eidc","dataFormat":["TIFF"],"description":"This dataset is a fine resolution 2018 land cover map of the headwaters region of the Welland River Catchment, UK, projected in British national grid. It has a spatial resolution of 10m and thematic resolution of 10 classes. 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Training data was collated from crop records of the region held by local land managers, Crop Map of England (CROME) 2018 from the Rural Payments Agency and LCM2018 (Land Cover Map 2018) from the UK Centre for Ecology & Hydrology. Map accuracy was assessed through a confusion matrix of 700 randomly sampled points across the study area and the K coefficient. Overall classification accuracy was 92.1% and the K coefficient was 0.91. Class level accuracy assessments are presented in the supporting information.","locations":["POLYGON((-0.34500000000000003 52.432, -0.34500000000000003 52.945, -1.073 52.945, -1.073 52.432, -0.34500000000000003 52.432))"],"metadataDate":"2026-06-27T19:06:19.000Z","orcid":["https://orcid.org/0000-0002-5731-2115"],"organisation":["University of Leicester","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"publicationDate":"2020-07-27T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/63b748ee-22a4-42ca-8a34-20321f6ab8af","10.5285/63b748ee-22a4-42ca-8a34-20321f6ab8af","doi:10.5285/63b748ee-22a4-42ca-8a34-20321f6ab8af"],"resourceType":"Dataset","ror":["https://ror.org/04xw4m193"],"shortenedDescription":"This dataset is a fine resolution 2018 land cover map of the headwaters region of the Welland River Catchment, UK, projected in British national grid. It has a spatial resolution of 10m and thematic resolution of 10 classes. The map covers a 340km2 region across the…","state":"published","title":"Fine resolution land cover map of the Upper Welland Catchment, UK for 2018","topic":["0/Land use/","0/Ecosystem services/"],"version":1.0,"view":["public","margla"]},{"authorAffiliation":["Lancaster University","Universidade Estadual Paulista","Unaffiliated"],"authorFamilyName":["Berenguer","Rossi","Seixas","Barlow"],"authorFullName":["Berenguer, E.","Rossi, L.C.","Seixas, M.M.M.","Barlow, J."],"authorGivenName":["E.","L. C.","M.M.M.","J."],"authorOrcid":["https://orcid.org/0000-0001-8157-8792"],"authorRor":["https://ror.org/04f2nsd36"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset includes measurements of soil respiration in 20 plots (250 x 10 m each) in the Brazilian Amazon. 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Forest disturbance classes were based on both an analysis of canopy disturbance in a chronosequence of satellite images (1988 to 2010) and on field assessments of fire scars, charcoal, and logging debris.  \n\nIn each plot we installed four in-growth soil cores (12 cm Diameter x 40 cm deep) using a plastic mesh (mesh size = 1.5cm). Each in-growth core was placed 50m apart. Cores were set 30cm deep into the soil, with 10cm aboveground. Before each sampling, both the soil temperature were measured inside and outside the in-growth core. In the field, each soil core was placed on a plastic sheet and broken in smaller parts until was homogenically spread. For the first measurement, called root stock, roots were collected in 24 intervals of five minutes each (three minutes break between intervals). The soil was homogenized before every new interval. After the sampling, the soil was placed back in the hole with the in-growth core inside. The sampled roots were taken to the laboratory and washed in a plastic sieve (2 mm mesh size), oven-dried at 60oC for 72 h and weighed. The second measure is taken 3 months after the first one, which gives us the first stock of fine root production. We collect the soil in the same hole and use the same method to collect the roots, but with 12 intervals of five minutes each (three minutes break between intervals). The laboratory procedure was the same. After three months, we take another measure in the same hole, using the same method as the second measure. After one year, the soil core is taken around 30 cm next to the first one, as the soil becomes physically disturbed and compact, which influences root production. For this new in-growth core, we start the sampling again with 24 intervals.","locations":["POLYGON((-55 -3.5, -55 -2.5700000000000003, -54.5 -2.5700000000000003, -54.5 -3.5, -55 -3.5))"],"metadataDate":"2026-06-27T13:44:50.000Z","orcid":["https://orcid.org/0000-0001-8157-8792"],"organisation":["Lancaster University","Universidade Estadual Paulista","Unaffiliated","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"publicationDate":"2019-01-31T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/def51d3d-d653-40ca-8231-a238b0c66975","10.5285/def51d3d-d653-40ca-8231-a238b0c66975","doi:10.5285/def51d3d-d653-40ca-8231-a238b0c66975"],"resourceType":"Dataset","ror":["https://ror.org/04f2nsd36","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset includes measurements of soil respiration in 20 plots (250 x 10 m each) in the Brazilian Amazon. Study plots were distributed across a gradient of forest disturbance, including: undisturbed primary forests , logged primary forests, logged-and-burned primary…","state":"published","title":"Fine root production in human-modified forests of Eastern Amazonia  ","topic":["0/Environmental risk/","0/Land use/"],"version":0.0,"view":["public","phtr"]},{"authorAffiliation":["University of Reading"],"authorFamilyName":["Fry"],"authorFullName":["Fry, R.J."],"authorGivenName":["R.J."],"authorOrcid":["https://orcid.org/0000-0002-9711-1131"],"authorRor":["https://ror.org/05v62cm79"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"Repeat electrical resistivity tomography (ERT) measurements were conducted over four sites to capture the changing resistivity of the soil throughout the agricultural growing season, with measurements taken in Spring, Summer, and Autumn to detect the change between the construction, production, and post-harvest stages of the crop. Initial measurements were undertaken in April/May, Summer measurements in June/July, and final measurements in September 2021. ","documentType":"GEMINI_DOCUMENT","familyName":["Fry"],"fullName":["Fry, R.J."],"funder":["Natural Environment Research Council"],"givenName":["R.J."],"grant":["NE/R004668/1"],"identifier":"7d09c677-134f-49ae-8128-6bc00784967a","incomingCitationCount":0,"keyword":["ERT","LANDWISE","Soil","Agriculture","Land use"],"keywordsInstrument":["ERT"],"keywordsProject":["LANDWISE"],"keywordsTheme":["Soil","Agriculture","Land use"],"licence":"Open government licence","lineage":"For each detailed survey location, a single 19m ERT transect was positioned with 96 electrodes spaced at 20cm intervals using a Campus Tigre system. The surveys were collected using a Wenner Array to collect data through the subsurface at sufficient vertical and horizontal resolutions. Each traverse collected approx. 660 apparent resistivity readings of the subsurface down to around 1m bgl. Data was collected in the field using ImagerPro2006.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-06-27T20:04:03.000Z","orcid":["https://orcid.org/0000-0002-9711-1131"],"organisation":["University of Reading","NERC EDS Environmental Information Data Centre"],"publicationDate":"2023-09-12T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/7d09c677-134f-49ae-8128-6bc00784967a","10.5285/7d09c677-134f-49ae-8128-6bc00784967a","doi:10.5285/7d09c677-134f-49ae-8128-6bc00784967a"],"resourceType":"Dataset","rightsHolder":["University of Reading"],"ror":["https://ror.org/05v62cm79","https://ror.org/04xw4m193"],"shortenedDescription":"Repeat electrical resistivity tomography (ERT) measurements were conducted over four sites to capture the changing resistivity of the soil throughout the agricultural growing season, with measurements taken in Spring, Summer, and Autumn to detect the change between…","state":"published","title":"Electrical Resistivity Tomography (ERT) measurements over UK farmlands, April-September 2021","topic":["0/Soil/","0/Agriculture/","0/Land use/"],"version":1.0,"view":["public","rafbar"]},{"altTitle":["Fertiliser application maps for England (2010-2015)"],"authorAffiliation":["Centre for Ecology & Hydrology"],"authorFamilyName":["Osório","Redhead","Jarvis","May","Pywell"],"authorFullName":["Osório, B.","Redhead, J.W.","Jarvis, S.G.","May, L.","Pywell, R.F."],"authorGivenName":["B.","J.W.","S.G.","L.","R.F."],"authorOrcid":["https://orcid.org/0000-0001-5540-4203","https://orcid.org/0000-0002-2233-3848","https://orcid.org/0000-0001-5382-5135","https://orcid.org/0000-0003-3385-9973","https://orcid.org/0000-0001-6431-9959"],"authorRor":["https://ror.org/00pggkr55"],"availability":"Controlled","catalogue":"eidc","catalogueView":["assist"],"dataFormat":["TIFF"],"description":"This product consists of maps of predicted average annual application rates of three different inorganic chemical fertilisers – nitrogen (N), phosphorus (P) and potassium (K) - in England across a six-year period (2010-2015).  The estimates, along with their respective estimates of uncertainty, are provided at a 1 km x 1 km resolution. These data were modelled from Defra British Survey of Fertiliser Practice (BSFP) data using a spatial interpolation procedure.\n\nDifferent uses and potential applications of the produced maps, including the following: \n1) Modelling nutrient fate to predict impacts of changes in farming practices (intensification/extensification) on nutrient runoff to water;\n2) Estimating greenhouse gases (GHG) emissions due to fertiliser application to crops and grassland (linked with air quality impacts);\n3) Quantifying past and future impacts of eutrophication and/or agricultural management on agricultural ecosystems and indicators such as arable plants, farmland birds, pollinators;\n4) Linking crop growth models to predict areas where better nutrient management may improve yields;\n5) Improving policies aimed at mitigating negative impacts of fertiliser use (e.g. catchment sensitive farming to reduce pollution and/or improve water quality).\n\n\nThis data product was funded by the Natural Environment Research Council (NERC) under research programme NE/N018125/1 Achieving Sustainable Agricultural Systems (ASSIST).  ASSIST is an initiative jointly supported by NERC and the Biotechnology and Biological Sciences Research Council (BBSRC).","documentType":"GEMINI_DOCUMENT","familyName":["Osório","Redhead","Jarvis","May","Pywell"],"fullName":["Osório, B.","Redhead, J.W.","Jarvis, S.G.","May, L.","Pywell, R.F."],"funder":["Natural Environment Research Council"],"givenName":["Bruno","B.","J.W.","S.G.","L.","R.F."],"grant":["NE/N018125/1"],"identifier":"15f415db-e87b-4ab5-a2fb-37a78e7bf051","incomingCitationCount":4,"keyword":["England","Achieving Sustainable Agricultural Systems","ASSIST","Agriculture","Land use","Mapping","Fertiliser application","Nitrogen","Phosphorus ","Potassium "],"keywordsOther":["Fertiliser application","Nitrogen","Phosphorus ","Potassium "],"keywordsPlace":["England"],"keywordsProject":["Achieving Sustainable Agricultural Systems","ASSIST"],"keywordsTheme":["Agriculture","Land use","Mapping"],"licence":"Non-Open government licence","lineage":"These maps were created under the ASSIST (Achieving Sustainable Agricultural Systems) project by staff at the Centre for Ecology & Hydrology to enable exploration of the impacts of agrochemical usage on the environment, enabling farmers and policymakers to implement better, more sustainable agricultural practices.\n\nThe maps use data from the  British Survey of Fertiliser Practice (BSFP) (DEFRA) and CEH Land Cover® plus: Crops and have been assessed for quality.  For further information, please see the supporting documentation available with this data product.","locations":["POLYGON((-6.452 49.864, -6.452 55.812, 1.768 55.812, 1.768 49.864, -6.452 49.864))"],"metadataDate":"2026-07-03T08:41:42.000Z","orcid":["https://orcid.org/0000-0001-5540-4203","https://orcid.org/0000-0002-2233-3848","https://orcid.org/0000-0001-5382-5135","https://orcid.org/0000-0003-3385-9973","https://orcid.org/0000-0001-6431-9959"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"publicationDate":"2019-02-04T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/15f415db-e87b-4ab5-a2fb-37a78e7bf051","10.5285/15f415db-e87b-4ab5-a2fb-37a78e7bf051","doi:10.5285/15f415db-e87b-4ab5-a2fb-37a78e7bf051"],"resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"This product consists of maps of predicted average annual application rates of three different inorganic chemical fertilisers – nitrogen (N), phosphorus (P) and potassium (K) - in England across a six-year period (2010-2015).  The estimates, along with their respective…","state":"published","supplementalName":["ASSIST website"],"title":"CEH Land Cover plus: Fertilisers 2010-2015 (England)","topic":["0/Agriculture/","0/Land use/","0/Mapping/"],"version":1.0,"view":["public","clamw"]},{"authorAffiliation":["University of York"],"authorFamilyName":["Fleiss"],"authorFullName":["Fleiss, S."],"authorGivenName":["S."],"authorOrcid":["https://orcid.org/0000-0001-6298-236X"],"availability":"Unknown","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"The R code \"carbon_stock_calculations.R\" estimates aboveground carbon stocks for 49 plots in 14 fragmented forest sites and 4 continuous forest sites in Sabah, Malaysian Borneo, using the vegetation dataset 'Vegetation and habitat data for fragmented and continuous forest sites in Sabah, Malaysian Borneo, 2017'. The 14 fragmented sites were all in Roundtable on Sustainable Palm Oil-certified oil palm plantations, and are hereafter termed 'conservation set-asides'. The code also estimates the aboveground carbon stocks of oil palm plantations for comparison.\n\nThe R code \"analyses_and_figures.R\" runs analyses and makes figures of aboveground carbon stocks and associated plant diversity for these sites, as presented in Fleiss et al. (2020)\n\nThis R code was created in order to investigate the following: (1) to establish the value of conservation set-asides for increasing oil palm plantation aboveground carbon stocks; (2) to establish whether set-asides with high aboveground carbon stocks can have co-benefits for plant diversity; (3) to compare the carbon stocks and vegetation structure of conservation set-asides with that of continuous forest, including assessing tree regeneration potential by examining variation in seedling density; (4) to examine potential drivers of variation in aboveground carbon stocks of conservation set-asides (topography, degree of fragmentation, and soil parameters); (5) to scale-up the estimates of the aboveground carbon stocks of conservation set-asides, in order to predict average carbon stocks of oil palm plantations with and without set-asides, and for varying coverage of set-asides across the plantation.","documentType":"GEMINI_DOCUMENT","familyName":["Fleiss"],"fullName":["Fleiss, S."],"givenName":["S.","Susannah"],"identifier":"9ff5cdca-b504-4994-8b07-5912ee6aff47","incomingCitationCount":1,"keyword":["Borneo","Agriculture","Biodiversity","Climate and climate change","Ecosystem services","Land use","Soil","Forest fragmentation","Oil palm","Tropical rainforest","Conservation set-aside","Sustainable agriculture","Agricultural landscapes","Plant biodiversity","Flora","Carbon storage","Roundtable on Sustainable Palm Oil","Planta","climate change mitigation","flora (biology)","biodiversity","agricultural ecology","environmental impact of agriculture","agriculture","tropical forest"],"keywordsOther":["Forest fragmentation","Oil palm","Tropical rainforest","Conservation set-aside","Sustainable agriculture","Agricultural landscapes","Plant biodiversity","Flora","Carbon storage","Roundtable on Sustainable Palm Oil","Planta","climate change mitigation","flora (biology)","biodiversity","agricultural ecology","environmental impact of agriculture","agriculture","tropical forest"],"keywordsPlace":["Borneo"],"keywordsTheme":["Agriculture","Biodiversity","Climate and climate change","Ecosystem services","Land use","Soil"],"licence":"Open government licence","lineage":"The data used in these analyses were collected in July - October 2017. The 14 fragmented sites were all in Roundtable on Sustainable Palm Oil-certified oil palm plantations; and they varied from isolated forest fragments to sites connected to forest reserves outside the oil palm plantation. The four continuous forest sites were located in Danum Valley and Malua Forest Reserves, and include both primary and logged forest sites.\n\nAt each site, vegetation was surveyed in 2-3 circular plots spaced 100 m apart along a transect (the smallest fragmented sites had only 2 plots and all other sites had 3). In each plot, living trees and palms, saplings, seedlings, deadwood, and lianas on trees were surveyed in a nested plot design. All living trees, saplings and seedlings were identified to genus, and to species where possible. Field data were collected in collaboration with experienced local botanists. In addition, eight soil parameters were measured from topsoil samples in each plot. Metrics relating to the degree of forest fragmentation in the surrounding landscape were calculated for each plot, using drone (UAV) imagery from an oil palm company. Note that additional measurements (e.g. ground vegetation) are available in the full dataset, which were not included in these analyses (see https://doi.org/10.5285/c67b06b7-c3f6-49a3-baf2-9fc3a72cb98a ).","locations":["POLYGON((117.095 4.965, 117.095 6.339, 118.49 6.339, 118.49 4.965, 117.095 4.965))"],"metadataDate":"2026-06-27T13:47:10.000Z","orcid":["https://orcid.org/0000-0001-6298-236X"],"organisation":["University of York","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"publicationDate":"2020-06-15T00:00:00.000Z","recordType":"Software","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/9ff5cdca-b504-4994-8b07-5912ee6aff47","10.5285/9ff5cdca-b504-4994-8b07-5912ee6aff47","doi:10.5285/9ff5cdca-b504-4994-8b07-5912ee6aff47"],"resourceType":"Software","rightsHolder":["University of York"],"ror":["https://ror.org/04m01e293","https://ror.org/04xw4m193"],"shortenedDescription":"The R code \"carbon_stock_calculations.R\" estimates aboveground carbon stocks for 49 plots in 14 fragmented forest sites and 4 continuous forest sites in Sabah, Malaysian Borneo, using the vegetation dataset 'Vegetation and habitat data for fragmented and continuous…","state":"published","title":"R code to reproduce analyses of aboveground carbon stocks and associated plant diversity in fragmented and continuous forest sites in Sabah, Malaysian Borneo, 2017","topic":["0/Agriculture/","0/Biodiversity/","0/Climate and climate change/","0/Ecosystem services/","0/Land use/","0/Soil/"],"version":1.0,"view":["public","leav"]},{"authorAffiliation":["University of Southampton","Norwegian Institute for Nature Research","Forest Research"],"authorFamilyName":["Gresham","Grainger","Guy","Rattey","Bellamy","Spake"],"authorFullName":["Gresham, A.","Grainger, M.","Guy, M.","Rattey, A.","Bellamy, C.","Spake, R."],"authorGivenName":["A","M","C","R"],"authorOrcid":["https://orcid.org/0000-0001-7628-5426","https://orcid.org/0000-0001-8426-6495","https://orcid.org/0000-0003-0016-6572","https://orcid.org/0000-0002-3830-0995","https://orcid.org/0000-0003-4671-2225"],"authorRor":["https://ror.org/01ryk1543","https://ror.org/04aha0598","https://ror.org/03wcc3744"],"availability":"Available","catalogue":"eidc","dataFormat":["Shapefile"],"description":"These datasets each contain maps showing predicted risk of deer impact to woodlands across England and Wales. The \"small deer impact risk\" map shows impact risk from roe deer (Capreolus capreolus), Reeve's muntjac (Muntiacus reevesi) and Chinese water deer (Hydropotes inermis). The \"large deer impact risk\" map shows impact risk from red deer (Cervus elaphus), sika deer (Cervus nippon) and fallow deer (Dama dama). The values in the \"mean_risk\" column are impact risk scores predicted at 25-m pixel resolution, then averaged to woodland polygons. The pixel-level scores were calculated using Bayesian Belief Network (BBN) models, co-developed with scientists and deer managers using iterative expert elicitation. \n\nThis work was funded by the Natural Environment Research Council (Grant: NE/X003973/1).","documentType":"GEMINI_DOCUMENT","familyName":["Gresham","Grainger","Guy","Rattey","Bellamy","Spake"],"fullName":["Amy Gresham","Gresham, A.","Grainger, M.","Guy, M.","Rattey, A.","Bellamy, C.","Spake, R."],"funder":["Natural Environment Research Council"],"givenName":["A.","A","M","C","R"],"grant":["NE/X003973/1"],"identifier":"1c6f1763-68d7-481b-983b-a0d061a82163","incomingCitationCount":0,"keyword":["Animal behaviour","Environmental risk","Invasive species","Land cover","Land use","Mapping","Modelling","deer","grazing","herbivore","planting","risk analysis","temperate woodland","tree","woodland ecosystem"],"keywordsOther":["deer","grazing","herbivore","planting","risk analysis","temperate woodland","tree","woodland ecosystem"],"keywordsTheme":["Animal behaviour","Environmental risk","Invasive species","Land cover","Land use","Mapping","Modelling"],"licence":"Non-Open government licence","lineage":"The input data were derived from pre-existing spatial datasets from the UK Centre for Ecology & Hydrology and Forest Research. Landscape attributes were extracted from these datasets and analysed using a Bayesian Belief Network modelling framework. The spatial data provided represent the final outputted values of these models assigned to woodland polygons from the UKCEH Land Cover Map (2023).","locations":["POLYGON((-6.943 49.525, -6.943 56.047, 2.197 56.047, 2.197 49.525, -6.943 49.525))"],"metadataDate":"2026-06-29T16:26:52.000Z","orcid":["https://orcid.org/0000-0001-7628-5426","https://orcid.org/0000-0001-8426-6495","https://orcid.org/0000-0003-0016-6572","https://orcid.org/0000-0002-3830-0995","https://orcid.org/0000-0003-4671-2225"],"organisation":["University of Southampton","Norwegian Institute for Nature Research","Forest Research","University of Reading","NERC EDS Environmental Information Data Centre"],"publicationDate":"2026-03-16T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/1c6f1763-68d7-481b-983b-a0d061a82163","10.5285/1c6f1763-68d7-481b-983b-a0d061a82163","doi:10.5285/1c6f1763-68d7-481b-983b-a0d061a82163"],"resourceType":"Dataset","rightsHolder":["University of Reading","University of Southampton"],"ror":["https://ror.org/01ryk1543","https://ror.org/04aha0598","https://ror.org/03wcc3744","https://ror.org/04xw4m193"],"shortenedDescription":"These datasets each contain maps showing predicted risk of deer impact to woodlands across England and Wales. The \"small deer impact risk\" map shows impact risk from roe deer (Capreolus capreolus), Reeve's muntjac (Muntiacus reevesi) and Chinese water deer (Hydropotes…","state":"published","title":"Baseline deer impact risk maps for woodlands in England and Wales","topic":["0/Animal behaviour/","0/Environmental risk/","0/Invasive species/","0/Land cover/","0/Land use/","0/Mapping/","0/Modelling/"],"version":1.0,"view":["public","tinzha"]},{"availability":"Unknown","catalogue":"eidc","description":" A range of data relating to terrestrial biodiversity has been collected from tropical forests as part of the  Human Modified Tropical Forest (HMTF) research programme, funded by the Natural Environment Research Council (NERC).  The programme aims to integrate experimental and observational data with models to understand the role of biodiversity in major forest biogeochemical cycles, explore the spatial correlations between ecosystem function in terms of biogeochemical cycles and the distribution of species that are of conservation concern, and develop new technological capabilities for sustainable long-term observations of biogeochemical cycling in forests.\n\nData have been collected within three research consortia: Biodiversity And Land-use Impacts on Tropical Ecosystem Function (BALI), Land-use Options for Maintaining BiOdiversity and eKosystem functions (LOMBOK), Biodiversity and ecosystem functioning in degraded and recovering Amazonian and Atlantic forests. (ECOFOR) and AFIRE (Assessing ENSO-induced Fire Impacts in tropical Rainforest Ecosystems).","documentType":"GEMINI_DOCUMENT","familyName":["Dhakal"],"fullName":["Dhakal, B."],"funder":["Natural Environment Research Council"],"givenName":["B."],"identifier":"c1c15ef1-c5a8-4777-be71-678c571080f1","incomingCitationCount":0,"keyword":["Biodiversity","Environmental survey","Land use","Soil"],"keywordsTheme":["Biodiversity","Environmental survey","Land use","Soil"],"licence":"Non-Open government licence","lineage":"Data have been collected by staff and students from within the following research consortia: Biodiversity And Land-use Impacts on Tropical Ecosystem Function (BALI), Land-use Options for Maintaining BiOdiversity and eKosystem functions (LOMBOK), Biodiversity and ecosystem functioning in degraded and recovering Amazonian and Atlantic forests. (ECOFOR) and AFIRE (Assessing ENSO-induced Fire Impacts in tropical Rainforest Ecosystems).","metadataDate":"2026-03-02T09:43:20.000Z","organisation":["University of Oxford","NERC EDS Environmental Information Data Centre"],"publicationDate":"2018-07-20T00:00:00.000Z","recordType":"Data collection","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/c1c15ef1-c5a8-4777-be71-678c571080f1"],"resourceType":"Aggregation","ror":["https://ror.org/052gg0110","https://ror.org/04xw4m193"],"shortenedDescription":" A range of data relating to terrestrial biodiversity has been collected from tropical forests as part of the  Human Modified Tropical Forest (HMTF) research programme, funded by the Natural Environment Research Council (NERC).  The programme aims to integrate experimental…","state":"published","supplementalDescription":["Website for the Human-modified Tropical Forest NERC programme"],"supplementalName":["Human-modified Tropical Forest website "],"title":"NERC Human-modified Tropical Forest (HMTF) Programme","topic":["0/Biodiversity/","0/Environmental survey/","0/Land use/","0/Soil/"],"version":1.0,"view":["public","clamw"]},{"authorAffiliation":["Institute of Terrestrial Ecology","Centre for Ecology & Hydrology"],"authorFamilyName":["Adamson","Benefield","Elfyn Hughes","Wood"],"authorFullName":["Adamson, J.K.","Benefield, C.B.","Elfyn Hughes, W.","Wood, C.M."],"authorGivenName":["J.K.","C.B.","W.","C.M."],"authorOrcid":["https://orcid.org/0000-0002-0394-2998"],"authorRor":["https://ror.org/00pggkr55"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This data set comprises plant species, habitat and land cover types, and major biota present, collected during an ecological survey of marginal uplands in the English county of Cumbria, using standardised survey methods. The survey was undertaken by the Institute of Terrestrial Ecology (a forerunner of the Centre for Ecology & Hydrology) in 1978 within a stratified random set of sites. In total, up to 262 plots were surveyed from within 52 x 1km squares.","documentType":"GEMINI_DOCUMENT","familyName":["Adamson","Benefield","Elfyn Hughes","Wood"],"fullName":["Adamson, J.K.","Benefield, C.B.","Elfyn Hughes, W.","Wood, C.M.","Wood, C."],"givenName":["J.K.","C.B.","W.","C.M.","Claire"],"identifier":"a4f2d52b-1515-434e-bfc3-83b3a53be1c5","incomingCitationCount":0,"keyword":["Cumbria","Environmental survey","Biodiversity","Land use","plants","survey","marginal land"],"keywordsOther":["plants","survey","marginal land"],"keywordsPlace":["Cumbria"],"keywordsTheme":["Environmental survey","Biodiversity","Land use"],"licence":"Open government licence","lineage":"Data were collected on paper by trained field surveyors employed by the Institute of Terrestrial Ecology  in 1977 and 1978 using documented standardised methods, and were later digitised by the Centre for Ecology & Hydrology, Lancaster. ","locations":["POLYGON((-3.597 54.024, -3.597 54.978, -2.443 54.978, -2.443 54.024, -3.597 54.024))"],"metadataDate":"2026-06-29T16:41:57.000Z","orcid":["https://orcid.org/0000-0002-0394-2998"],"organisation":["Institute of Terrestrial Ecology","Centre for Ecology & Hydrology","NERC Environmental Information Data Centre","UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"publicationDate":"2017-09-13T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/a4f2d52b-1515-434e-bfc3-83b3a53be1c5","10.5285/a4f2d52b-1515-434e-bfc3-83b3a53be1c5","doi:10.5285/a4f2d52b-1515-434e-bfc3-83b3a53be1c5"],"resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"This data set comprises plant species, habitat and land cover types, and major biota present, collected during an ecological survey of marginal uplands in the English county of Cumbria, using standardised survey methods. The survey was undertaken by the Institute of…","state":"published","title":"Terrestrial habitat and vegetation data from the marginal uplands of Cumbria, 1978","topic":["0/Environmental survey/","0/Biodiversity/","0/Land use/"],"version":1.0,"view":["public","phtr","clamw"]},{"authorAffiliation":["Centre for Ecology & Hydrology","Institute of Terrestrial Ecology"],"authorFamilyName":["Barr","Bunce","Clarke","Gillespie","Hallam","Howard","Maskell","Ness","Norton","Scott","Smart","Stuart","Wood","Wright"],"authorFullName":["Barr, C.J.","Bunce, R.G.H.","Clarke, R.T.","Gillespie, M.K.","Hallam, C.J.","Howard, D.C.","Maskell, L.C.","Ness, M.J.","Norton, L.R.","Scott, R.J.","Scott, W.A.","Smart, S.M.","Stuart, R.C.","Wood, C.M.","Wright, S.M."],"authorGivenName":["C.J.","R.G.H.","R.T.","M.K.","D.C.","L.C.","M.J.","L.R.","R.J.","W.A.","S.M.","R.C.","C.M."],"authorOrcid":["https://orcid.org/0000-0003-4494-7450","https://orcid.org/0000-0003-4006-7755","https://orcid.org/0000-0001-9349-0069","https://orcid.org/0000-0003-2750-7832","https://orcid.org/0000-0002-0394-2998"],"authorRor":["https://ror.org/00pggkr55"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset consists of stock (area) data for landscape features across Great Britain in 1990. Data are presented as areas of Broad (or Priority) Habitats, with associated landscape attributes (such as plant species and land use), within a set of 506 1km squares across Great Britain.\n\nThe Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Surveys have been carried out in 1978, 1984, 1990, 1998 and 2007 by the Centre for Ecology & Hydrology, with repeated visits to the majority of squares. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. In addition to habitat areas, vegetation species data, soil data, linear habitat data, and freshwater habitat data are also gathered by Countryside Survey.","documentType":"GEMINI_DOCUMENT","familyName":["Barr","Bunce","Clarke","Gillespie","Hallam","Howard","Maskell","Ness","Norton","Scott","Smart","Stuart","Wood","Wright"],"fullName":["Barr, C.J.","Bunce, R.G.H.","Clarke, R.T.","Gillespie, M.K.","Hallam, C.J.","Howard, D.C.","Maskell, L.C.","Ness, M.J.","Norton, L.R.","Scott, R.J.","Scott, W.A.","Smart, S.M.","Stuart, R.C.","Wood, C.M.","Wright, S.M."],"givenName":["C.J.","R.G.H.","R.T.","M.K.","D.C.","L.C.","M.J.","L.R.","R.J.","W.A.","S.M.","R.C.","C.M."],"identifier":"94f664e5-10f2-4655-bfe6-44d745f5dca7","incomingCitationCount":1,"keyword":["Countryside Survey","Environmental survey","Land use","habitat","landscape"],"keywordsOther":["habitat","landscape"],"keywordsProject":["Countryside Survey"],"keywordsTheme":["Environmental survey","Land use"],"licence":"Non-Open government licence","lineage":"The data were recorded onto paper field sheets in the summer of 1990 by surveyors. Data were recorded from 508 1km squares sited across Britain, selected by random stratified sample. The areas of UK Biodiversity Action Plan (UK BAP) Broad Habitats from 506 1km squares were digitized in 2000. Data are managed by the Centre for Ecology & Hydrology, Lancaster.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-06-27T19:30:04.000Z","orcid":["https://orcid.org/0000-0003-4494-7450","https://orcid.org/0000-0003-4006-7755","https://orcid.org/0000-0001-9349-0069","https://orcid.org/0000-0003-2750-7832","https://orcid.org/0000-0002-0394-2998"],"organisation":["Centre for Ecology & Hydrology","Institute of Terrestrial Ecology","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre","UK Centre for Ecology & Hydrology"],"publicationDate":"2016-01-27T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/94f664e5-10f2-4655-bfe6-44d745f5dca7","10.5285/94f664e5-10f2-4655-bfe6-44d745f5dca7","doi:10.5285/94f664e5-10f2-4655-bfe6-44d745f5dca7"],"resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset consists of stock (area) data for landscape features across Great Britain in 1990. Data are presented as areas of Broad (or Priority) Habitats, with associated landscape attributes (such as plant species and land use), within a set of 506 1km squares across…","state":"published","title":"Landscape area data 1990 [Countryside Survey]","topic":["0/Environmental survey/","0/Land use/"],"version":1.0,"view":["public","clamw"]},{"authorAffiliation":["Macaulay Land Use Research Institute"],"authorFamilyName":["Buckland","Burt-Smith","Walker"],"authorFullName":["Buckland, S.","Burt-Smith, G.","Walker, W."],"authorGivenName":["S.","G.","W."],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"The data set comprises vegetation species and abundance information, surveyed using a 50 x 50 cm point quadrat, from a selection of the plots within an experimental site at Sourhope, Scotland. The surveys were carried out in the summers of 1998, 1999, 2000, 2001 and 2002.  The data were collected as part of the NERC Soil Biodiversity Thematic Programme, established in 1999 and centred upon the intensive study of a large field experiment located at the Macaulay Land Use Research Institute (now the James Hutton Institute) farm at Sourhope in the Scottish Borders (Grid reference: NT8545019630).  During the experiment, the site was monitored to assess changes in above-ground biomass production (productivity), species composition and relative abundance (diversity). ","documentType":"GEMINI_DOCUMENT","familyName":["Buckland","Burt-Smith","Walker","Sier"],"fullName":["Buckland, S.","Burt-Smith, G.","Walker, W.","Sier, A."],"funder":["Natural Environment Research Council"],"givenName":["S.","G.","W.","Andy"],"identifier":"c730867f-ffd7-4d2d-9dd0-e2f30a7dbbf6","incomingCitationCount":0,"keyword":["NERC Soil Biodiversity Programme","Biodiversity","Land use","vegetation"],"keywordsOther":["vegetation"],"keywordsProject":["NERC Soil Biodiversity Programme"],"keywordsTheme":["Biodiversity","Land use"],"licence":"Open government licence","lineage":"Data were collected as part of the NERC Soil Biodiversity Thematic Programme, which was established in 1999 and was centred upon the intensive study of a large field experiment located at the Macaulay Land Use Research Institute (MLURI) (now the James Hutton Institute) farm at Sourhope in the Scottish Borders (Grid reference: NT 8545 1963).\n\nData were collected by staff employed by MLURI and were managed by the Centre for Ecology & Hydrology.","locations":["POLYGON((-2.237 55.468, -2.237 55.476, -2.221 55.476, -2.221 55.468, -2.237 55.468))"],"metadataDate":"2026-06-29T16:29:46.000Z","organisation":["Macaulay Land Use Research Institute","UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"publicationDate":"2017-11-30T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/c730867f-ffd7-4d2d-9dd0-e2f30a7dbbf6","10.5285/c730867f-ffd7-4d2d-9dd0-e2f30a7dbbf6","doi:10.5285/c730867f-ffd7-4d2d-9dd0-e2f30a7dbbf6"],"resourceType":"Dataset","ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"The data set comprises vegetation species and abundance information, surveyed using a 50 x 50 cm point quadrat, from a selection of the plots within an experimental site at Sourhope, Scotland. The surveys were carried out in the summers of 1998, 1999, 2000, 2001 and…","state":"published","supplementalDescription":["Website for the NERC Soil Biodiversity Programme "],"supplementalName":["Soil Biodiversity website "],"title":"Botanical data from Sourhope field experiment site, Scotland, 1999-2002 [NERC Soil Biodiversity Programme]","topic":["0/Biodiversity/","0/Land use/"],"version":1.0,"view":["public","clamw"]},{"availability":"Unknown","catalogue":"eidc","description":"An ecological survey of the English county of Cumbria, using standardised survey methods, was undertaken by the Institute of Terrestrial Ecology (a forerunner of the Centre for Ecology & Hydrology) in 1975 within a stratified random set of sites. In total, up to 650 plots were surveyed from within 48 x 1km squares.  A later survey was also undertaken in 1978, covering up to 262 plots in the marginal uplands.  Plant species, habitat and land use types, major biota present (and in some cases soils) were collected. The survey sampling framework - the Land Classification of Cumbria - is also available. ","documentType":"GEMINI_DOCUMENT","familyName":["Wood"],"fullName":["Wood, C.M."],"givenName":["C.M."],"identifier":"2a194803-b8a2-4837-a89c-e6649daa817c","incomingCitationCount":0,"keyword":["Biodiversity","Environmental survey","Land use"],"keywordsTheme":["Biodiversity","Environmental survey","Land use"],"licence":"Open government licence","lineage":"Data were collected on paper by trained field surveyors using standardised methods and later digitised by the Centre for Ecology & Hydrology, Lancaster. Soil samples were analysed at laboratories belonging to the Institute of Terrestrial Ecology, Merlewood, Grange-over-Sands.\nLand classification created by multivariate analyses at the Institute of Terrestrial Ecology, Merlewood, Grange-over-Sands.","locations":["POLYGON((-3.624 54.037, -3.624 54.981, -2.514 54.981, -2.514 54.037, -3.624 54.037))"],"metadataDate":"2025-11-13T16:14:37.000Z","organisation":["Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"publicationDate":"2017-09-13T00:00:00.000Z","recordType":"Data collection","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/2a194803-b8a2-4837-a89c-e6649daa817c"],"resourceType":"Aggregation","ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"An ecological survey of the English county of Cumbria, using standardised survey methods, was undertaken by the Institute of Terrestrial Ecology (a forerunner of the Centre for Ecology & Hydrology) in 1975 within a stratified random set of sites. In total, up to 650…","state":"published","supplementalDescription":["Bunce, R. G. H., and Smith, R. S.: An ecological survey of Cumbria, Structure Plan Working Paper, 4, Cumbria County Council and Lake District Special Planning Board, Kendal 1978"],"title":"Ecological survey of Cumbria","topic":["0/Biodiversity/","0/Environmental survey/","0/Land use/"],"version":1.0,"view":["public","clamw"]},{"authorAffiliation":["UK Centre for Ecology & Hydrology","University of York","South East Asia Rainforest Research Partnership","Sabah Forestry Department","Universiti Malaysia Sabah","Unilever","Royal Botanic Garden Edinburgh","University of Stirling"],"authorFamilyName":["Waddell","Fleiss","Bala Ola","Bin Sailim","Jelling","Yeong","Tangah","Benedick","King","Hughes","McClean","Chapman","Hill","Banin"],"authorFullName":["Waddell, E.H.","Fleiss, S.","Bala Ola, B.","Bin Sailim, A.","Jelling, A.","Yeong, K.L.","Tangah, J.","Benedick, S.","King, H.","Hughes, M.","McClean, C.J.","Chapman, D.S.","Hill, J.K.","Banin, L.F."],"authorGivenName":["E.H.","S.","B.","A.","K.L.","J.","H.","M.","C.J.","D.S.","J.K.","L.F."],"authorOrcid":["https://orcid.org/0000-0003-2555-6390","https://orcid.org/0000-0001-6298-236X","https://orcid.org/0000-0001-8193-2130","https://orcid.org/0000-0002-7608-6280","https://orcid.org/0000-0002-2168-0514","https://orcid.org/0000-0002-5457-4355","https://orcid.org/0000-0003-1836-4112","https://orcid.org/0000-0003-1871-7715","https://orcid.org/0000-0002-1168-3914"],"authorRor":["https://ror.org/00pggkr55","https://ror.org/04m01e293","https://ror.org/040v70252","https://ror.org/05n8ah907","https://ror.org/0349vqz63","https://ror.org/045wgfr59"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset contains records for vegetation in 49 plots across 14 fragmented forest sites and 4 continuous forest sites in Sabah, Malaysian Borneo. 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In addition to vegetation data, the dataset contains topsoil parameters, measurements of forest structure, and metrics of the degree of forest fragmentation in the landscape surrounding the plots.\n\nThese data were collected in order to conduct studies examining (1) the factors supporting invasion of exotic plant species into fragmented forest areas; and (2) the value of conservation set-asides for carbon storage and associated plant diversity in oil palm plantations.","documentType":"GEMINI_DOCUMENT","familyName":["Waddell","Fleiss","Bala Ola","Bin Sailim","Jelling","Yeong","Tangah","Benedick","King","Hughes","McClean","Chapman","Hill","Banin"],"fullName":["Waddell, E.H.","Fleiss, S.","Bala Ola, B.","Bin Sailim, A.","Jelling, A.","Yeong, K.L.","Tangah, J.","Benedick, S.","King, H.","Hughes, M.","McClean, C.J.","Chapman, D.S.","Hill, J.K.","Banin, L.F.","Waddell, E."],"funder":["Natural Environment Research Council"],"givenName":["E.H.","S.","B.","A.","K.L.","J.","H.","M.","C.J.","D.S.","J.K.","L.F.","Emily"],"grant":["NE/L002450/1"],"identifier":"c67b06b7-c3f6-49a3-baf2-9fc3a72cb98a","incomingCitationCount":1,"keyword":["Borneo","Agriculture","Biodiversity","Ecosystem services","Invasive species","Land use","Soil","Forest fragmentation","Oil palm","Tropical rainforest","Conservation set-aside","Sustainable agriculture","Plant biodiversity","Flora","Carbon storage","Roundtable on Sustainable Palm Oil","Non-native species","Forest degradation","degradation","flora (biology)","biodiversity","agricultural landscape","agriculture","tropical forest","environmental impact of agriculture"],"keywordsOther":["Forest fragmentation","Oil palm","Tropical rainforest","Conservation set-aside","Sustainable agriculture","Plant biodiversity","Flora","Carbon storage","Roundtable on Sustainable Palm Oil","Non-native species","Forest degradation","degradation","flora (biology)","biodiversity","agricultural landscape","agriculture","tropical forest","environmental impact of agriculture"],"keywordsPlace":["Borneo"],"keywordsTheme":["Agriculture","Biodiversity","Ecosystem services","Invasive species","Land use","Soil"],"licence":"Open government licence","lineage":"Field surveys were conducted in July - October 2017. The 14 fragmented sites were all in Roundtable on Sustainable Palm Oil-certified oil palm plantations; and they varied from isolated forest fragments to sites connected to forest reserves outside the oil palm plantation. The four continuous forest sites were located in Danum Valley and Malua Forest Reserves, and include both primary and logged forest sites.\n\nAt each site, vegetation was surveyed in 2-3 circular plots spaced 100 m apart along a transect (the smallest fragmented sites had only 2 plots and all other sites had 3). In each plot, living trees and palms, saplings, seedlings, other ground vegetation (herbs, shrubs, climbers, ferns and graminoids), deadwood, and lianas on trees were surveyed in a nested plot design. All living trees, saplings, seedlings and ground vegetation were identified to genus, and to species where possible; and all ground vegetation was identified as either exotic or native to Sabah. Field data were collected in collaboration with experienced local botanists. \n\nThe data include measurements of forest cover and leaf litter depth, as measures of forest structure which are likely to covary with vegetation. In addition, eight soil parameters were measured from topsoil samples in each plot. The dataset also includes metrics relating to the degree of forest fragmentation in the landscape surrounding the plots, which were calculated using drone (UAV) imagery from an oil palm company.","locations":["POLYGON((117.095 4.965, 117.095 6.339, 118.49 6.339, 118.49 4.965, 117.095 4.965))"],"metadataDate":"2026-06-29T16:07:23.000Z","orcid":["https://orcid.org/0000-0003-2555-6390","https://orcid.org/0000-0001-6298-236X","https://orcid.org/0000-0001-8193-2130","https://orcid.org/0000-0002-7608-6280","https://orcid.org/0000-0002-2168-0514","https://orcid.org/0000-0002-5457-4355","https://orcid.org/0000-0003-1836-4112","https://orcid.org/0000-0003-1871-7715","https://orcid.org/0000-0002-1168-3914"],"organisation":["UK Centre for Ecology & Hydrology","University of York","South East Asia Rainforest Research Partnership","Sabah Forestry Department","Universiti Malaysia Sabah","Unilever","Royal Botanic Garden Edinburgh","University of Stirling","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"publicationDate":"2020-06-15T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/c67b06b7-c3f6-49a3-baf2-9fc3a72cb98a","10.5285/c67b06b7-c3f6-49a3-baf2-9fc3a72cb98a","doi:10.5285/c67b06b7-c3f6-49a3-baf2-9fc3a72cb98a"],"resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology","University of York"],"ror":["https://ror.org/00pggkr55","https://ror.org/04m01e293","https://ror.org/040v70252","https://ror.org/05n8ah907","https://ror.org/0349vqz63","https://ror.org/045wgfr59","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset contains records for vegetation in 49 plots across 14 fragmented forest sites and 4 continuous forest sites in Sabah, Malaysian Borneo. 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For further information, please see the supporting documentation available with this data product.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-07-03T08:41:28.000Z","orcid":["https://orcid.org/0000-0001-5382-5135","https://orcid.org/0000-0002-2233-3848","https://orcid.org/0000-0003-4758-1482","https://orcid.org/0000-0001-9819-1092","https://orcid.org/0000-0001-5540-4203","https://orcid.org/0000-0001-6431-9959"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"publicationDate":"2020-03-24T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/99a2d3a8-1c7d-421e-ac9f-87a2c37bda62","10.5285/99a2d3a8-1c7d-421e-ac9f-87a2c37bda62","doi:10.5285/99a2d3a8-1c7d-421e-ac9f-87a2c37bda62"],"resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"CEH Land Cover plus: Pesticides maps annual average pesticide applications across England, Wales and Scotland. The product provides application estimates for 162 different active ingredients including herbicides, insecticides, molluscicides and fungicides. It is produced…","state":"published","title":"CEH Land Cover plus: Pesticides 2012-2017 (England, Scotland and Wales)","topic":["0/Mapping/","0/Land use/","0/Agriculture/","0/Environmental risk/"],"version":1.0,"view":["public","clamw"]},{"authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorFamilyName":["Stanley","Antoniou","Askquith-Ellis","Ball","Bennett","Blake","Boorman","Brookes","Clarke","Cooper","Cowan","Cumming","Evans","Farrand","Fry","Harvey","Houghton-Carr","Howson","Jiménez-Arranz","Keen","Khamis","Leeson","Lord","Morrison","Nash","O'Callaghan","Retter","Rylett","Scarlett","Smith","St Quintin","Swain","Szczykulska","Teagle","Thornton","Trill","Vincent","Ward","Warwick","Winterbourn"],"authorFullName":["Stanley, S.","Antoniou, V.","Askquith-Ellis, A.","Ball, L.","Bennett, E.S.","Blake, J.R.","Boorman, D.B.","Brookes, M.","Clarke, M.A.","Cooper, H.M.","Cowan, N.J.","Cumming, A.","Evans, J.G.","Farrand, P.","Fry, M.","Harvey, D.","Houghton-Carr, H.","Howson, T.","Jiménez-Arranz, G.","Keen, Y.","Khamis, D.","Leeson, S.","Lord, W.D.","Morrison, R.","Nash, G.V.","O'Callaghan, F.","Retter, A.","Rylett, D.","Scarlett, P.M.","Smith, R.J.","St Quintin, P.","Swain, O.","Szczykulska, M.","Teagle, S.","Thornton, J.L.","Trill, E.J.","Vincent, P.","Ward, H.C.","Warwick, A.C.","Winterbourn, J.B."],"authorGivenName":["S.","V.","A.","L.","E.S.","J.R.","D.B.","M.","M.A.","H.M.","N.J.","J.G.","P.","D.","H.","T.","G.","Y.","W.D.","R.","G.V.","F.","P.M.","R.J.","O.","J.L.","E.J.","H.C.","A.C.","J.B."],"authorOrcid":["https://orcid.org/0000-0002-8303-2969","https://orcid.org/0000-0001-6011-4075","https://orcid.org/0000-0002-0203-5958","https://orcid.org/0000-0001-7398-9268","https://orcid.org/0000-0002-1033-4712","https://orcid.org/0000-0002-6436-5266","https://orcid.org/0000-0002-7439-0393","https://orcid.org/0000-0002-1382-3407","https://orcid.org/0000-0002-7473-7916","https://orcid.org/0000-0001-5704-9006","https://orcid.org/0000-0003-4194-1416","https://orcid.org/0000-0003-1142-4039","https://orcid.org/0009-0003-9102-5413","https://orcid.org/0000-0003-4465-2169","https://orcid.org/0000-0002-9822-316X","https://orcid.org/0009-0004-4445-8272","https://orcid.org/0000-0003-2987-488X","https://orcid.org/0000-0002-1847-3127","https://orcid.org/0000-0003-1611-2042","https://orcid.org/0000-0002-7426-1153","https://orcid.org/0000-0002-6447-6740","https://orcid.org/0000-0002-5820-7093","https;//orcid.org/0000-0002-8824-8435","https://orcid.org/0000-0002-8350-4823","https://orcid.org/0000-0002-6233-8942","https://orcid.org/0000-0001-8881-185X","https://orcid.org/0000-0002-1318-5281"],"authorRor":["https://ror.org/00pggkr55"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset contains daily and sub-daily hydrometeorological and soil moisture observations from the COSMOS-UK (cosmic-ray soil moisture) monitoring network from October 2013 to the end of 2024 . These data are from 51 sites across the UK recording a range of hydrometeorological and soil variables.\n\nEach site in the network records the following hydrometeorological and soil data at 30-minute resolution: Radiation (short wave, long wave, and net), precipitation, atmospheric pressure, air temperature, wind speed and direction, humidity, soil heat flux, and soil temperature and volumetric water content (VWC), measured by point sensors at various depths.\n\nEach site hosts a cosmic-ray sensing probe; a novel sensor technology which counts fast neutrons in the surrounding atmosphere. In combination with the recorded hydrometeorological data, neutron counts are used to derive VWC over a field scale (COSMOS VWC), provide at daily resolution.\n\nThe presence of snow leads to erroneously high measurements of COSMOS VWC due to all the extra water in the surrounding area. Included in the daily data are indications of snow days, on which, the COSMOS VWC are adjusted, and the snow water equivalent (SWE) is given.\n\nThe potential evapotranspiration (PE), derived from recorded hydrometeorological and soil are also included at daily resolution.\n\nTwo levels of quality control are carried out, firstly data is run through a series of automated checks, such as range tests and spike tests, and then all data is manually inspected each week  where any other faults are picked up, including sensor faults or connection issues. Quality control flags are provided for all recorded (30 minute) data , indicating the reason for any missing data.\n\nThis  work was supported by the Natural Environment Research Council award number NE/Y006208/1 as part of the UKCEH NC-UK programme delivering National Capability.\n","documentType":"GEMINI_DOCUMENT","familyName":["Smith","Stanley","Antoniou","Askquith-Ellis","Ball","Bennett","Blake","Boorman","Brookes","Clarke","Cooper","Cowan","Cumming","Evans","Farrand","Fry","Harvey","Houghton-Carr","Howson","Jiménez-Arranz","Keen","Khamis","Leeson","Lord","Morrison","Nash","O'Callaghan","Retter","Rylett","Scarlett","St Quintin","Swain","Szczykulska","Teagle","Thornton","Trill","Vincent","Ward","Warwick","Winterbourn"],"fullName":["Richard Smith","Stanley, S.","Antoniou, V.","Askquith-Ellis, A.","Ball, L.","Bennett, E.S.","Blake, J.R.","Boorman, D.B.","Brookes, M.","Clarke, M.A.","Cooper, H.M.","Cowan, N.J.","Cumming, A.","Evans, J.G.","Farrand, P.","Fry, M.","Harvey, D.","Houghton-Carr, H.","Howson, T.","Jiménez-Arranz, G.","Keen, Y.","Khamis, D.","Leeson, S.","Lord, W.D.","Morrison, R.","Nash, G.V.","O'Callaghan, F.","Retter, A.","Rylett, D.","Scarlett, P.M.","Smith, R.J.","St Quintin, P.","Swain, O.","Szczykulska, M.","Teagle, S.","Thornton, J.L.","Trill, E.J.","Vincent, P.","Ward, H.C.","Warwick, A.C.","Winterbourn, J.B."],"funder":["Natural Environment Research Council"],"givenName":["R.J.","S.","V.","A.","L.","E.S.","J.R.","D.B.","M.","M.A.","H.M.","N.J.","J.G.","P.","D.","H.","T.","G.","Y.","W.D.","R.","G.V.","F.","P.M.","O.","J.L.","E.J.","H.C.","A.C.","J.B."],"grant":["NE/Y006208/1"],"identifier":"2dce161d-2fab-47bb-9fe6-38e7ed1ae18a","incomingCitationCount":0,"keyword":["Cosmic-ray soil moisture monitoring network (COSMOS)","Flood and Droughts Digital Research Infrastructure (FDRI)","Agriculture","Climate and climate change","Ecosystem services","Environmental survey","Hydrology","Land use","Soil","Absolute humidity","Atmospheric pressure","Cosmic-Ray sensing probe","Longwave radiation","Shortwave radiation","Net radiation","Potential evapotranspiration","Rainfall","Relative humidity","Soil heat flux","Soil humidity","Soil temperature","Soil water content","Soil wetness","Soil depth 2cm","Soil depth 5cm","Soil depth 10cm","Soil depth 20cm","Soil depth 50cm","UK","Volumetric water content","VWC","Wind direction","Wind speed","Latent heat","Sensible heat","atmospheric humidity","air temperature","soil","soil moisture","atmospheric precipitation","evapotranspiration"],"keywordsOther":["Absolute humidity","Atmospheric pressure","Cosmic-Ray sensing probe","Longwave radiation","Shortwave radiation","Net radiation","Potential evapotranspiration","Rainfall","Relative humidity","Soil heat flux","Soil humidity","Soil temperature","Soil water content","Soil wetness","Soil depth 2cm","Soil depth 5cm","Soil depth 10cm","Soil depth 20cm","Soil depth 50cm","UK","Volumetric water content","VWC","Wind direction","Wind speed","Latent heat","Sensible heat","atmospheric humidity","air temperature","soil","soil moisture","atmospheric precipitation","evapotranspiration"],"keywordsProject":["Cosmic-ray soil moisture monitoring network (COSMOS)","Flood and Droughts Digital Research Infrastructure (FDRI)"],"keywordsTheme":["Agriculture","Climate and climate change","Ecosystem services","Environmental survey","Hydrology","Land use","Soil"],"licence":"Open government licence","lineage":"Hydrometeorological and soil observations are recorded at sites around the UK using an array of sensors. Every hour, the raw data collected is sent to UKCEH in Wallingford, where it is subject to quality control. Soil volumetric water content data are derived from 30-minute hydrometeorological data and data from the cosmic-ray sensing probe by Python scripts run every hour. The data are calculated using the method outlined in Evans et al. 2016. Snow water equivalents are derived by Python scripts at the end of the day from the hydrometeorological data according to Wallbank et al., 2020. Potential evapotranspiration data are derived by Python scripts at the end of the day from the hydrometeorological data according to the Penman-Monteith method, (FAO Crop evapotranspiration - Guidelines for computing crop water requirements - FAO Irrigation and drainage paper 56). All data (including raw, quality controlled and derived) is saved in an Oracle database.\n","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-06-29T16:12:31.000Z","observedPropertyTitle":["DateTime","Incoming longwave radiation","Mean incoming longwave radiation","Mean outgoing longwave radiation","Mean incoming shortwave radiation","Mean outgoing shortwave radiation","Mean Net radiation","Total precipitation from Pluvio","Total precipitation from tipping bucket","Total precipitation from rain[e]","Mean atmospheric pressure","Mean air temperature","Mean wind speed","Mean wind direction","Maen absolute humidity","mean relative humidity","Snow depth","Mean X component of wind speed","Mean Y component of wind speed","Mean Z component of wind speed","Mean heat flux 1","Mean heat flux 2","Soil temperature from TDT sensor 2 at 10 cm","Soil temperature from TDT sensor 1 at 10 cm","Volumetric water content from TDT sensor 1 at 10 cm","Volumetric water content from TDT sensor 2 at 10 cm","Soil temperature from TDT sensor 4 at 5 cm","Soil temperature from TDT sensor 3 at 5 cm","Volumetric water content from TDT sensor 3 at 5 cm","Volumetric water content from TDT sensor 4 at 5 cm","Soil temperature from TDT sensor 5 at 15 cm","Soil temperature from TDT sensor 6 at 15 cm","Volumetric water content from TDT sensor 5 at 15 cm","Volumetric water content from TDT sensor 6 at 15 cm","Soil temperature from TDT sensor 7 at 25 cm","Soil temperature from TDT sensor 8 at 25 cm","Volumetric water content from TDT sensor 7 at 25 cm","Volumetric water content from TDT sensor 8 at 25 cm","Soil temperature from TDT sensor 9 at 50 cm","Soil temperature from TDT sensor 10 at 50 cm","Volumetric water content from TDT sensor 9 at 50 cm","Volumetric water content from TDT sensor 10 at 50 cm","Mean soil temperature at depth 2 cm","Mean soil temperature at depth 5 cm","Mean soil temperature at depth 10 cm","Mean soil temperature at depth 20 cm","Mean soil temperature at depth 50 cm"],"observedPropertyValue":["DATE_TIME","LWIN","LWOUT","SWIN","SWOUT","RN","PRECIP","PRECIP_TIPPING","PRECIP_RAINE","PA","TA","WS","WD","Q","RH","SNOW_DEPTH","UX","UY","UZ","G1","G2","TDT1_TSOIL","TDT2_TSOIL","TDT1_VWC","TDT2_VWC","TDT3_TSOIL","TDT4_TSOIL","TDT3_VWC","TDT4_VWC","TDT5_TSOIL","TDT6_TSOIL","TDT5_VWC","TDT6_VWC","TDT7_TSOIL","TDT8_TSOIL","TDT7_VWC","TDT8_VWC","TDT9_TSOIL","TDT10_TSOIL","TDT9_VWC","TDT10_VWC","STP_TSOIL2","STP_TSOIL5","STP_TSOIL10","STP_TSOIL20","STP_TSOIL50"],"orcid":["https://orcid.org/0000-0002-6447-6740","https://orcid.org/0000-0002-8303-2969","https://orcid.org/0000-0001-6011-4075","https://orcid.org/0000-0002-0203-5958","https://orcid.org/0000-0001-7398-9268","https://orcid.org/0000-0002-1033-4712","https://orcid.org/0000-0002-6436-5266","https://orcid.org/0000-0002-7439-0393","https://orcid.org/0000-0002-1382-3407","https://orcid.org/0000-0002-7473-7916","https://orcid.org/0000-0001-5704-9006","https://orcid.org/0000-0003-4194-1416","https://orcid.org/0000-0003-1142-4039","https://orcid.org/0009-0003-9102-5413","https://orcid.org/0000-0003-4465-2169","https://orcid.org/0000-0002-9822-316X","https://orcid.org/0009-0004-4445-8272","https://orcid.org/0000-0003-2987-488X","https://orcid.org/0000-0002-1847-3127","https://orcid.org/0000-0003-1611-2042","https://orcid.org/0000-0002-7426-1153","https://orcid.org/0000-0002-5820-7093","https;//orcid.org/0000-0002-8824-8435","https://orcid.org/0000-0002-8350-4823","https://orcid.org/0000-0002-6233-8942","https://orcid.org/0000-0001-8881-185X","https://orcid.org/0000-0002-1318-5281"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"publicationDate":"2025-06-24T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/2dce161d-2fab-47bb-9fe6-38e7ed1ae18a","10.5285/2dce161d-2fab-47bb-9fe6-38e7ed1ae18a","doi:10.5285/2dce161d-2fab-47bb-9fe6-38e7ed1ae18a"],"resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset contains daily and sub-daily hydrometeorological and soil moisture observations from the COSMOS-UK (cosmic-ray soil moisture) monitoring network from October 2013 to the end of 2024 . These data are from 51 sites across the UK recording a range of hydrometeorological…","state":"published","supplementalDescription":["Evans, J. G., Ward, H. C., Blake, J. R., Hewitt, E. J., Morrison, R., Fry, M., Ball, L. A., Doughty, L. C., Libre, J. W., Hitt, O. E., Rylett, D., Ellis, R. J., Warwick, A. C., Brooks, M., Parkes, M. A., Wright, G. M. H., Singer, A. C., Boorman, D. B., & Jenkins, A. (2016). Soil water content in southern England derived from a cosmic‐ray soil moisture observing system - COSMOS‐UK. Hydrological Processes, 30(26), 4987-4999.","Wallbank, J. R., Anderson, S. R., Cole, S. J., Moore, R. J., Wells, S. C. (2020). Deriving snow water equivalent using cosmic-ray neutron sensors from the COSMOS-UK network for modelling snowmelt floods. [abstract]","Allen, R. G., Pereira, L. S., Raes, D., & Smith, M. (1998). Crop evapotranspiration-Guidelines for computing crop water requirements-FAO Irrigation and drainage paper 56. Fao, Rome, 300(9), D05109."],"supplementalName":["COSMOS-UK website"],"title":"Daily and sub-daily hydrometeorological and soil moisture data (2013-2024) [COSMOS-UK]","topic":["0/Agriculture/","0/Climate and climate change/","0/Ecosystem services/","0/Environmental survey/","0/Hydrology/","0/Land use/","0/Soil/"],"version":1.0,"view":["public","katwri"]},{"authorAffiliation":["UK Centre for Ecology & Hydrology","UK Met Office"],"authorFamilyName":["Semeena","Taylor","Folwell","Hartley"],"authorFullName":["Semeena, V.S.","Taylor, C.M.","Folwell, S.S.","Hartley, A."],"authorGivenName":["V.S.","C.M.","S.S.","A."],"authorOrcid":["https://orcid.org/0000-0002-1895-449X","https://orcid.org/0000-0002-0120-3198","https://orcid.org/0000-0001-5745-4116","https://orcid.org/0000-0002-1905-9112"],"authorRor":["https://ror.org/00pggkr55"],"availability":"Available","catalogue":"eidc","dataFormat":["NetCDF"],"description":"A new monthly long term average (climatology) of Leaf Area Index (LAI) has been developed for use as ancillary data with the Joint UK Land Environment Simulator (JULES) Land Surface Model and the UK Met Office Unified Model. It is derived from an improved version of long time series of LAI from the original Global LAnd Surface Satellite (GLASS) products (http://www.glass.umd.edu/LAI/MODIS/0.05D/). The GLASS data consists of a time series of LAI from Moderate Resolution Imaging Spectroradiometer (MODIS) surface-reflectance data for the period 2000-2014. The MODIS data was provided in a spatial resolution of 1km in a sinusoidal projection and is interpolated into 0.5deg on a geographic latitude/longitude projection in this dataset. The total LAI from MODIS is segregated into five different Plant Functional Types (PFTs) using the fractional coverage of each PFT from the Climate Change Initiative (CCI) Land Cover data.    For this reason this new LAI climatology should be used in combination with the CCI PFT data, which is also provided here. Two variables are provided with the dataset containing LAI, each covering the same spatial and time extent.  The PFT data provided with this dataset covers a time span of only one year, 2010.\n\n - Leaf Area Index (LAI) - LAI is an important parameter in land-surface models, influencing the surface roughness, transpiration rate and the soil water content and temperature. Numerous outputs of vegetation models such as net primary productivity (NPP), evapotranspiration (ET), light absorption by plants (FAPAR), nutrient dynamics etc., are influenced by LAI where it is a key variable in energy and water balance calculations.\n - Vegetation Canopy Height (H) - H plays an important role in the interface between the atmosphere and land surface and it impacts weather and climate at local to global scales by modulating aerodynamic conductance and vegetation dynamics. Therefore, H is fundamentally needed for the calculation of turbulent exchanges of energy and mass between the atmosphere and the terrestrial ecosystem.\n\nOne variable is provided with the dataset containing CCI PFTs: \n- Fractional coverage of 5 PFTS or vegetation classes and 4 land use classes – The  5 PFTs are Broad Leaf, Needle Leaf, C3 Grass, C4 Grass and Shrub.  The 4 land use classes are Urban area, Inland Water, Bare Soil and Snow/Ice.","documentType":"GEMINI_DOCUMENT","familyName":["Semeena","Taylor","Folwell","Hartley"],"fullName":["Semeena, V.S.","Taylor, C.M.","Folwell, S.S.","Hartley, A."],"funder":["Natural Environment Research Council"],"givenName":["V.S.","C.M.","S.S.","A."],"grant":["NE/M003574/1"],"identifier":"6d07d60a-4cb9-44e4-be39-89ea40365236","incomingCitationCount":0,"keyword":["MODIS","Land cover","Land use","Leaf Area Index","LAI","Plant Functional Type","PFT","Climatology","JULES"],"keywordsInstrument":["MODIS"],"keywordsOther":["Leaf Area Index","LAI","Plant Functional Type","PFT","Climatology","JULES"],"keywordsTheme":["Land cover","Land use"],"licence":"Open government licence","lineage":"This data set  is derived from an improved version of long time series of LAI - http://www.glass.umd.edu/LAI/MODIS/0.05D/ - from the original Global LAnd Surface Satellite (GLASS) products. The GLASS LAI product spans the period 1981 to 2014 and has a temporal resolution of 8 days. The data is based on Advanced Very High Resolution Radiometer (AVHRR) reflectance data during the period 1981-1999 at a spatial resolution of 0.05 deg on a geographic latitude/longitude projection. Moderate Resolution Imaging Spectroradiometer (MODIS) surface reflectance data provided in a sinusoidal projection at a spatial resolution of 1km is used to derive the GLASS LAI product during 2000-2014.  Even though the GLASS product has been validated thoroughly over the entire 1981-2014 period, due to issues of instrumental homogeneity, only data from MODIS is used here. Hence, this LAI ancillary product is a climatology of 15 years covering 2000-2014.\n\nEach grid box in JULES is divided into 9 land classes where the first 5 classes are for vegetation and are known as Plant Functional Types (PFTs). The 5 PFTs are Broad Leaf, Needle Leaf, C3Grass, C4Grass and Shrub. The other four land classes are:  Urban, Inland water, Bare soil and Snow/Ice. For use in the model, in an ancillary file, JULES requires monthly distribution of LAI for different plant functional types (PFTs) for each grid box. This requires partitioning of the observed GLASS LAI per grid box into different PFTs. The GLASS LAI product is thus segregated into five Plant Functional Types (PFTs) based on the vegetation fractional distribution in Climate Change Initiative (CCI) data which is available for the year 2010.","locations":["POLYGON((-180 -90, -180 90, 180 90, 180 -90, -180 -90))"],"metadataDate":"2026-06-29T18:13:34.000Z","orcid":["https://orcid.org/0000-0002-1895-449X","https://orcid.org/0000-0002-0120-3198","https://orcid.org/0000-0001-5745-4116","https://orcid.org/0000-0002-1905-9112"],"organisation":["UK Centre for Ecology & Hydrology","UK Met Office","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"publicationDate":"2021-06-22T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/6d07d60a-4cb9-44e4-be39-89ea40365236","10.5285/6d07d60a-4cb9-44e4-be39-89ea40365236","doi:10.5285/6d07d60a-4cb9-44e4-be39-89ea40365236"],"resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"A new monthly long term average (climatology) of Leaf Area Index (LAI) has been developed for use as ancillary data with the Joint UK Land Environment Simulator (JULES) Land Surface Model and the UK Met Office Unified Model. It is derived from an improved version of…","state":"published","title":"Global gridded monthly mean Leaf Area Index (LAI) for five Plant Functional Types (PFTs) derived from the Global LAnd Surface Satellite (GLASS) products for the period 2000-2014","topic":["0/Land cover/","0/Land use/"],"version":1.0,"view":["public","jualob"]},{"authorAffiliation":["Centre for Ecology & Hydrology"],"authorFamilyName":["Brown","Bunce","Carey","Chandler","Crowe","Maskell","Norton","Scott","Smart","Stuart","Wood","Wright"],"authorFullName":["Brown, M.J.","Bunce, R.G.H.","Carey, P.D.","Chandler, K.","Crowe, A.","Maskell, L.C.","Norton, L.R.","Scott, R.J.","Scott, W.A.","Smart, S.M.","Stuart, R.C.","Wood, C.M.","Wright, S.M."],"authorGivenName":["M.J.","R.G.H.","P.D.","K.","A.","L.C.","L.R.","R.J.","W.A.","S.M.","R.C.","C.M."],"authorOrcid":["https://orcid.org/0000-0002-5651-2828","https://orcid.org/0000-0003-4006-7755","https://orcid.org/0000-0001-9349-0069","https://orcid.org/0000-0003-2750-7832","https://orcid.org/0000-0002-0394-2998"],"authorRor":["https://ror.org/00pggkr55"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset consists of stock (area) data for landscape features across Great Britain in 2007. Data are presented as areas of Broad (or Priority) Habitats, with associated landscape attributes (such as plant species and land use), within a set of 591 1km squares across Great Britain.\n\nThe Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Surveys have been carried out in 1978, 1984, 1990, 1998 and 2007 by the Centre for Ecology & Hydrology, with repeated visits to the majority of squares. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. In addition to habitat areas, vegetation species data, soil data, linear habitat data, and freshwater habitat data are also gathered by Countryside Survey.","documentType":"GEMINI_DOCUMENT","familyName":["Brown","Bunce","Carey","Chandler","Crowe","Maskell","Norton","Scott","Smart","Stuart","Wood","Wright"],"fullName":["Brown, M.J.","Bunce, R.G.H.","Carey, P.D.","Chandler, K.","Crowe, A.","Maskell, L.C.","Norton, L.R.","Scott, R.J.","Scott, W.A.","Smart, S.M.","Stuart, R.C.","Wood, C.M.","Wright, S.M.","Wood, C."],"givenName":["M.J.","R.G.H.","P.D.","K.","A.","L.C.","L.R.","R.J.","W.A.","S.M.","R.C.","C.M.","Claire"],"identifier":"bf189c57-61eb-4339-a7b3-d2e81fdde28d","incomingCitationCount":4,"keyword":["Countryside Survey","Environmental survey","Land use","landscape","habitat"],"keywordsOther":["landscape","habitat"],"keywordsProject":["Countryside Survey"],"keywordsTheme":["Environmental survey","Land use"],"licence":"Non-Open government licence","lineage":"The data were recorded using electronic data capture devices in the summer of 2007 by surveyors. Data were recorded from 591 1km squares sited across Britain, selected by random stratified sample. The survey was managed by the Centre for Ecology & Hydrology. Standard Countryside Survey methodology was applied (refer to the online documentation).","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-07-01T07:09:06.000Z","orcid":["https://orcid.org/0000-0002-5651-2828","https://orcid.org/0000-0003-4006-7755","https://orcid.org/0000-0001-9349-0069","https://orcid.org/0000-0003-2750-7832","https://orcid.org/0000-0002-0394-2998"],"organisation":["Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre","UK Centre for Ecology & Hydrology"],"publicationDate":"2016-01-27T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/bf189c57-61eb-4339-a7b3-d2e81fdde28d","10.5285/bf189c57-61eb-4339-a7b3-d2e81fdde28d","doi:10.5285/bf189c57-61eb-4339-a7b3-d2e81fdde28d"],"resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset consists of stock (area) data for landscape features across Great Britain in 2007. Data are presented as areas of Broad (or Priority) Habitats, with associated landscape attributes (such as plant species and land use), within a set of 591 1km squares across…","state":"published","supplementalName":["Countryside Survey website"],"title":"Landscape area data 2007 [Countryside Survey]","topic":["0/Environmental survey/","0/Land use/"],"version":1.0,"view":["public","clamw"]},{"authorAffiliation":["Institute of Terrestrial Ecology","Centre for Ecology & Hydrology"],"authorFamilyName":["Barr","Bunce","Clarke","Gillespie","Howard","Maskell","Norton","Scott","Smart","Stuart","Watkins","Wood","Wright"],"authorFullName":["Barr, C.J.","Bunce, R.G.H.","Clarke, R.T.","Gillespie, M.K.","Howard, D.C.","Maskell, L.C.","Norton, L.R.","Scott, R.J.","Scott, W.A.","Smart, S.M.","Stuart, R.C.","Watkins, J.W.","Wood, C.M.","Wright, S.M."],"authorGivenName":["C.J.","R.G.H.","R.T.","M.K.","D.C.","L.C.","L.R.","R.J.","W.A.","S.M.","R.C.","J.W.","C.M."],"authorOrcid":["https://orcid.org/0000-0003-4494-7450","https://orcid.org/0000-0003-4006-7755","https://orcid.org/0000-0001-9349-0069","https://orcid.org/0000-0003-2750-7832","https://orcid.org/0000-0002-0394-2998"],"authorRor":["https://ror.org/00pggkr55"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset consists of stock (area) data for landscape features across Great Britain in 1998. Data are presented as areas of Broad (or Priority) Habitats, with associated landscape attributes (such as plant species and land use), within a set of 569 1km squares across Great Britain.\n\nThe Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Surveys have been carried out in 1978, 1984, 1990, 1998 and 2007 by the Centre for Ecology & Hydrology, with repeated visits to the majority of squares. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. In addition to habitat areas, vegetation species data, soil data, linear habitat data, and freshwater habitat data are also gathered by Countryside Survey.","documentType":"GEMINI_DOCUMENT","familyName":["Barr","Bunce","Clarke","Gillespie","Howard","Maskell","Norton","Scott","Smart","Stuart","Watkins","Wood","Wright"],"fullName":["Barr, C.J.","Bunce, R.G.H.","Clarke, R.T.","Gillespie, M.K.","Howard, D.C.","Maskell, L.C.","Norton, L.R.","Scott, R.J.","Scott, W.A.","Smart, S.M.","Stuart, R.C.","Watkins, J.W.","Wood, C.M.","Wright, S.M."],"givenName":["C.J.","R.G.H.","R.T.","M.K.","D.C.","L.C.","L.R.","R.J.","W.A.","S.M.","R.C.","J.W.","C.M."],"identifier":"1e050028-5c55-42f4-a0ea-c895d827b824","incomingCitationCount":2,"keyword":["Environmental survey","Land use","habitat","landscape component","land use","plant species"],"keywordsOther":["habitat","landscape component","land use","plant species"],"keywordsTheme":["Environmental survey","Land use"],"licence":"Non-Open government licence","lineage":"The data were recorded onto paper field sheets in the summer of 1998 by surveyors (a few sites were surveyed in 1999). Data were recorded from 569 1km squares sited across Britain, selected by random stratified sample. The areas of UK Biodiversity Action Plan (UK BAP) Broad Habitats were digitized in 1999/2000. Data are managed by the Centre for Ecology & Hydrology, Lancaster.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-06-27T18:24:23.000Z","orcid":["https://orcid.org/0000-0003-4494-7450","https://orcid.org/0000-0003-4006-7755","https://orcid.org/0000-0001-9349-0069","https://orcid.org/0000-0003-2750-7832","https://orcid.org/0000-0002-0394-2998"],"organisation":["NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre","Institute of Terrestrial Ecology","Centre for Ecology & Hydrology","UK Centre for Ecology & Hydrology"],"publicationDate":"2016-01-21T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/1e050028-5c55-42f4-a0ea-c895d827b824","10.5285/1e050028-5c55-42f4-a0ea-c895d827b824","doi:10.5285/1e050028-5c55-42f4-a0ea-c895d827b824"],"resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/04xw4m193","https://ror.org/00pggkr55"],"shortenedDescription":"This dataset consists of stock (area) data for landscape features across Great Britain in 1998. Data are presented as areas of Broad (or Priority) Habitats, with associated landscape attributes (such as plant species and land use), within a set of 569 1km squares across…","state":"published","supplementalName":["Countryside Survey website"],"title":"Landscape area data 1998 [Countryside Survey]","topic":["0/Environmental survey/","0/Land use/"],"version":1.0,"view":["public","clamw"]},{"authorAffiliation":["Bangor University","Rothamsted Research","Centre for Ecology & Hydrology"],"authorFamilyName":["Sánchez-Rodríguez","Carswell","Cotton","Chadwick","Jones","Misselbrook","Saunders","Reinsch"],"authorFullName":["Sánchez-Rodríguez, A.R.","Carswell, A.M.","Cotton, J.M.","Chadwick, D.R.","Jones, D.L.","Misselbrook, T.H.","Saunders, K.S.","Reinsch, S."],"authorGivenName":["A.R.","A.M.","J.M.","D.R.","D.L.","T.H.","K.S.","S."],"authorOrcid":["https://orcid.org/0000-0001-8734-2035","https://orcid.org/0000-0003-0580-6698","https://orcid.org/0000-0002-1482-4209","https://orcid.org/0000-0002-4594-3606","https://orcid.org/0000-0003-4649-0677"],"authorRor":["https://ror.org/006jb1a24","https://ror.org/0347fy350","https://ror.org/00pggkr55"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"The data contains nitrogen (N) offtake, N emissions (ammonia and nitrous oxide), soil parameters (pH, EC, NH4+, NO3−), biomass and grain production from a winter wheat field experiment located at Bangor University (Henfaes Research Station in North Wales) and Rothamsted Research (North Wyke (NW) in Devon). Data were collected between  April 2017 and August 2017. Measurements and soil and plant samples were taken from 45 plots in a randomized complete block design. Sixteen extra mini-plots at the prevailing wind (south westerly) edge of the experiment site were used at NW for NH3 volatilization measurements. The treatments were control (C, without N application), food based digestate (D), food based digestate + the nitrification inhibitor 3,4-dimethylpyrazole (DMPP; D+NI), acidified food based digestate (AD), acidified food based digestate + the nitrification inhibitor 3,4-dimethylpyrazole (DMPP; AD+NI). Four rates of ammonium nitrate (NH4NO3; 75, 150, 225 and 300 kg N ha−1)  were applied to compare yields and fertilizer replacement rate of the digestate treatments (targeted at 190 kg N  ha−1). Soil pH, soil electrical conductivity (EC), soil NH4+ and soil NO3−, NH3 volatilization, N2O emissions were measured periodically for C, D, D+NI, AD and AD+NI and nitrogen concentration in grain and straw, grain yield and plant biomass for all treatments.\n\nNitrogen offtake, losses and fluxes were used to determine the N use efficiency (NUE) and fertilizer replacement rate of the digestate treatments.\n\nMeasurements were undertaken by members of staff from Bangor University, School of Environment, Natural Resources & Geography and Rothamsted Research, Sustainable Agricultural Sciences – North Wyke.\n\nData was collected for the Newton Fund project “UK-China Virtual Joint Centre for Improved Nitrogen Agronomy”. Funded by Biotechnology and Biological Sciences Research Council (BBSRC) and NERC -  Ref BB/N013468/1","documentType":"GEMINI_DOCUMENT","familyName":["Reinsch","Sánchez-Rodríguez","Carswell","Cotton","Chadwick","Jones","Misselbrook","Saunders"],"fullName":["Reinsch, S.","Sánchez-Rodríguez, A.R.","Carswell, A.M.","Cotton, J.M.","Chadwick, D.R.","Jones, D.L.","Misselbrook, T.H.","Saunders, K.S."],"funder":["Biotechnology and Biological Sciences Research Council"],"givenName":["S.","A.R.","A.M.","J.M.","D.R.","D.L.","T.H.","K.S."],"grant":["BB/N013468/1"],"identifier":"836dfb2e-bc6f-47d2-b924-8261be671391","incomingCitationCount":0,"keyword":["CINAg","CENTRE FOR IMPROVED NITROGEN AGRONOMY","Land use","Soil","Agriculture","nitrification inhibitor","digestate","Nitrogen use efficiency (NUE)","nitrogen","fertiliser","nitrification","winter wheat"],"keywordsOther":["nitrification inhibitor","digestate","Nitrogen use efficiency (NUE)","nitrogen","fertiliser","nitrification","winter wheat"],"keywordsProject":["CINAg","CENTRE FOR IMPROVED NITROGEN AGRONOMY"],"keywordsTheme":["Land use","Soil","Agriculture"],"licence":"Open government licence","lineage":"Cumulative ammonia (NH3) emissions were measured using a wind tunnel technique (with 0.02 M H3PO4 acid traps) at a daily resolution for seven days following digestate application, except the first day where NH3 volatilization was measured twice at Henfaes Farm and three times at North Wyke.\n\nNitrous oxide emissions were measured using a combination of static manual and static automatic (combined with an Isotopic  Nitrous Oxide (N2O) Analyser, Los Gatos Research Inc. San Jose, CA, USA) chambers at Henfaes Farm, and only static manual chambers at North Wyke. Using the manual static chambers, the resolution of Nitrous Oxide (N2O) measurements following Nitrogen (N) fertiliser application was 3 x weekly for weeks 1 and 2, 2 x weekly for weeks 3 and 4, and 1 x weekly thereafter. Using the automatic static chambers, the resolution of N2O measurements following N fertiliser application was approximately every six hours.\n\nSamples for soil ammonium (NH4+) and nitrate (NO3−) analyses were collected at the same temporal resolution as the N2O sampling using manual static chambers.\n\nWinter wheat yield and biomass measurements were done the day of harvest (fresh weight) and subsamples were used to determine grass and grain moisture after 24 hours at 80 degrees Celsius.\n\nAll results were entered into Excel spreadsheets providing individual datasets for each set of N parameters. Data were exported from Excel as .csv files for ingestion into the EIDC.","locations":["POLYGON((-4.022 50.767, -4.022 53.241, -3.892 53.241, -3.892 50.767, -4.022 50.767))"],"metadataDate":"2026-06-29T16:16:29.000Z","orcid":["https://orcid.org/0000-0003-4649-0677","https://orcid.org/0000-0001-8734-2035","https://orcid.org/0000-0003-0580-6698","https://orcid.org/0000-0002-1482-4209","https://orcid.org/0000-0002-4594-3606"],"organisation":["UK Centre for Ecology & Hydrology","Bangor University","Rothamsted Research","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"publicationDate":"2019-04-25T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/836dfb2e-bc6f-47d2-b924-8261be671391","10.5285/836dfb2e-bc6f-47d2-b924-8261be671391","doi:10.5285/836dfb2e-bc6f-47d2-b924-8261be671391"],"resourceType":"Dataset","ror":["https://ror.org/00pggkr55","https://ror.org/006jb1a24","https://ror.org/0347fy350","https://ror.org/04xw4m193"],"shortenedDescription":"The data contains nitrogen (N) offtake, N emissions (ammonia and nitrous oxide), soil parameters (pH, EC, NH4+, NO3−), biomass and grain production from a winter wheat field experiment located at Bangor University (Henfaes Research Station in North Wales) and Rothamsted…","state":"published","supplementalDescription":["Project website"],"supplementalName":["THE UK-CHINA VIRTUAL JOINT CENTRE FOR IMPROVED NITROGEN AGRONOMY (CINAG)"],"title":"Greenhouse gas emissions, nitrogen use efficiency and biomass from digestate experiments on winter wheat at North Wyke and Henfaes, UK (2017)","topic":["0/Land use/","0/Soil/","0/Agriculture/"],"version":1.0,"view":["public","danor"]},{"availability":"Unknown","catalogue":"eidc","description":"In Wales, funding from agri-environment schemes (AES) has been available since the early 1990s including ESAs, the Habitat Scheme, Woodland Grant scheme, Farm and Conservation grant scheme, Tir Cymen, Tir Cynnal, Tir Gofal and now Glastir.  A monitoring programme was set up by the Welsh Government between 2013 and 2016 to monitor the effects of the Glastir scheme on the environment – the Glastir Monitoring and Evaluation Programme (GMEP).  The aim of the Glastir monitoring is to collect evidence for the effectiveness of bundles of management interventions in delivering outcomes of interest related to climate change, biodiversity, soil and water quality and woodland expansion.  The monitoring is also required to collect evidence to quantify the status and trends in the environment in general.  Synthesis and analysis of this data will seek to identify how the Welsh environment is being impacted by drivers of change, such as land use, climate and pollution over and above Glastir interventions.  The field survey element was based on a stratified random sampling design of 300 x 1km square sites across Wales, and was managed by the UK Centre for Ecology & Hydrology.","documentType":"GEMINI_DOCUMENT","familyName":["Wood"],"fullName":["Wood, C."],"givenName":["Claire"],"identifier":"5563266c-5bcf-4d1a-87d6-3e3ca72dc8a1","incomingCitationCount":0,"keyword":["GMEP","Glastir Monitoring and Evaluation Programme","Rhaglen Monitro a Gwerthuso Glastir","Biodiversity","Environmental survey","Land cover","Land use","Pollinators","Soil","Water quality"],"keywordsProject":["GMEP","Glastir Monitoring and Evaluation Programme","Rhaglen Monitro a Gwerthuso Glastir"],"keywordsTheme":["Biodiversity","Environmental survey","Land cover","Land use","Pollinators","Soil","Water quality"],"licence":"Non-Open government licence","locations":["POLYGON((-5.473 51.375, -5.473 53.434, -2.654 53.434, -2.654 51.375, -5.473 51.375))"],"metadataDate":"2026-03-02T09:43:58.000Z","organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"publicationDate":"2020-06-12T00:00:00.000Z","recordType":"Data collection","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/5563266c-5bcf-4d1a-87d6-3e3ca72dc8a1"],"resourceType":"Aggregation","ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"In Wales, funding from agri-environment schemes (AES) has been available since the early 1990s including ESAs, the Habitat Scheme, Woodland Grant scheme, Farm and Conservation grant scheme, Tir Cymen, Tir Cynnal, Tir Gofal and now Glastir.  A monitoring programme was…","state":"published","supplementalDescription":["Website for the Glastir Monitoring and Evaluation Programme","Website for the Environment & Rural Affairs Monitoring and Modelling Programme","Website for the related Countryside Survey project"],"supplementalName":["GMEP website","ERAMMP website","Countryside Survey website"],"title":"Glastir Monitoring and Evaluation Programme, Wales, 2013-2016","topic":["0/Biodiversity/","0/Environmental survey/","0/Land cover/","0/Land use/","0/Pollinators/","0/Soil/","0/Water quality/"],"version":1.0,"view":["public","clwe"]}],"rows":20,"url":"http://catalogue.ceh.ac.uk:443/eidc/documents?page=2&facet=topic%7C0/Land%20use/"}