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The dataset also includes scans completed inside and outside for 10 individual…","state":"published","title":"Registered point cloud and raw scan terrestrial lidar data for canopy structure studies at tree and plot levels of Caatinga vegetation, Brazil, 2017-2019","version":1.0,"view":["public","clwe"]},{"authorAffiliation":["University of Lausanne","Vietnam National University, Hanoi","Can Tho University","Bangladesh University of Engineering and Technology","Jadavpur University","University of Glasgow","Data Guard"],"authorFamilyName":["Cremin","Le","Hua","Murshed","Mashfiqus","Banerjee","Ghosh","Renaud","Baron"],"authorFullName":["Cremin, E.","Le, H.","Hua, H.H.","Murshed, S.","Mashfiqus, S.","Banerjee, S.","Ghosh, T.","Renaud, F.","Baron, L."],"authorGivenName":["Emilie","Hue","Hieu Hong","Sonia","Salehin","Sumana","Tuhin","Fabrice","Loïc"],"authorOrcid":["https://orcid.org/0000-0003-4732-2376","https://orcid.org/0000-0002-9775-3601","https://orcid.org/0000-0002-1513-7240","https://orcid.org/0009-0007-4641-6078","https://orcid.org/0000-0002-3466-867X","https://orcid.org/0000-0002-0830-1196","https://orcid.org/0000-0002-2847-0448"],"authorRor":["https://ror.org/019whta54","https://ror.org/02jmfj006","https://ror.org/0071qz696","https://ror.org/05a1qpv97","https://ror.org/02af4h012","https://ror.org/00vtgdb53"],"availability":"Embargoed","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)","gpkg"],"description":"The Global Delta Risk Index (GDRI) is a multi-hazard risk assessment framework designed to evaluate the vulnerability and resilience of river delta socio-ecological systems. It was developed mainly by researchers working on delta sustainability, disaster risk reduction, and environmental governance, including teams linked to the United Nations University, University of Glasgow and partner universities. The GDRI is a modular library of 143 indicators selected following consultations with stakeholders during workshops. After reviewing data availability, the current dataset comprises 47 indicators with data comparable across 3 deltas in 3 countries (India, Bangladesh, Vietnam). The GDRI combines several categories of data to measure risk in river deltas (please refer to the readme file for full explanation of the data categories):\n\n1. Hazard data describing environmental threats affecting deltas, including: river flooding, coastal flooding, cyclones and storm surges, erosion, land subsidence, salinity intrusion, sea-level rise, and droughts and extreme rainfall. Additionally, multi-hazard layers are often derived from: remote sensing, climate models, hydrological and flood simulations, and national disaster databases.\n\n2. Exposure data to identify what is exposed to hazards: population density, settlements and infrastructure, agricultural land, ecosystems (mangroves, wetlands, fisheries). \n\n3. Vulnerability indicators, such as: poverty, malnutrition, access to sanitation and healthcare, education. gender inequality, livelihood dependence on natural resources, ecosystem degradation, and institutional capacity.\n\n4. Coping and adaptive capacity data to measure the ability of communities and ecosystems to respond to hazards: governance quality, disaster preparedness, infrastructure access, social protection systems, ecological robustness, and community networks.\n\nThe GDRI was created because river deltas are among the world's most vulnerable regions under climate change and environmental pressure. The dataset explicitly aims to bridge the gap between disaster-risk frameworks and sustainability frameworks. The GDRI enables comparisons of different river deltas globally at sub-delta administrative scales. This dataset present the application been applied for the Mekong Delta, the Red River Delta and Ganges-Brahmaputra-Meghna Delta.. The subnational Global Delta Risk Index 2025 gathered data from 28,608 villages across the Red River delta (Vietnam), the Mekong delta (Vietnam) and the Ganges-Brahmaputra-Meghna delta (India and Bangladesh).","documentType":"GEMINI_DOCUMENT","familyName":["Cremin","Le","Hua","Murshed","Mashfiqus","Banerjee","Ghosh","Renaud","Baron"],"fullName":["Emilie Cremin","Cremin, E.","Le, H.","Hua, H.H.","Murshed, S.","Mashfiqus, S.","Banerjee, S.","Ghosh, T.","Renaud, F.","Baron, L."],"funder":["Natural Environment Research Council"],"givenName":["Emilie","Hue","Hieu Hong","Sonia","Salehin","Sumana","Tuhin","Fabrice","Loïc"],"grant":["NE/S008926/1"],"identifier":"740821f3-92c6-48fa-ade7-526521a5aaba","incomingCitationCount":0,"keyword":["Environmental risk","Ecosystem services","Modelling","Multi-hazard risk","Social and ecological vulnerabilities","Adaptative capacities","Ecological robustness","Social susceptibility","Ecological sensitivity","Vietnam","Bangladesh","India","Mekong River Delta","Red River Delta","Ganges Brahmaputra Meghna Delta"],"keywordsOther":["Multi-hazard risk","Social and ecological vulnerabilities","Adaptative capacities","Ecological robustness","Social susceptibility","Ecological sensitivity","Vietnam","Bangladesh","India","Mekong River Delta","Red River Delta","Ganges Brahmaputra Meghna Delta"],"keywordsTheme":["Environmental risk","Ecosystem services","Modelling"],"licence":"Open government licence","lineage":"To develop the Global Delta Risk Index, several factors are examined for each delta. These include locational factors, social susceptibility, lack of coping and adaptation capacities, ecosystem sensitivity, lack of ecosystem robustness, population exposure (in relation to climate, salinity, flooding, cyclones, storm surges), ecosystem exposure, agriculture exposure, aquaculture exposure, social-ecological vulnerability, social-ecological exposure, and social-ecological risk. Please refer to the metadata for full explanation of the dataset lineage.\n\nThis GDRI approach provides the following aspects:\nScale - Sub-delta administrative units\nType - Composite socio-ecological risk index\nData sources - Remote sensing, census, climate models, stakeholder input\nMethod - Indicator-based multi-hazard assessment\nFocus - Human + ecological vulnerability\nGoal - Decision support for resilience and sustainability\n\nThe GDRI uses a mixed-method and multi-source methodology combining: \nStep 1: Conceptual framework design\nStep 2: Stakeholder consultations and Workshops to identify locally relevant risks and indicators\nStep 3: Literature review\nStep 4: Spatial and statistical integration\nStep 5: Scenario modelling\n\nList of relevant indicators was defined with stakeholders and experts in 7 focus groups: 3 in the Mekong delta, 3 in the GBM-B and 1 in the RRD\n-\tScoring has been performed through online survey with 78 stakeholders and experts from 4 river deltas (including the GBM-I online)\n-\tSecondary data collected online (please refer to the metadata for the full list of secondary data sources).","locations":["POLYGON((104.658 8.485, 104.658 11.018, 107.275 11.018, 107.275 8.485, 104.658 8.485))","POLYGON((105.415 19.901, 105.415 21.391, 107.284 21.391, 107.284 19.901, 105.415 19.901))","POLYGON((87.654 21.638, 87.654 23.565, 89.127 23.565, 89.127 21.638, 87.654 21.638))","POLYGON((88.715 21.442, 88.715 24.176, 91.947 24.176, 91.947 21.442, 88.715 21.442))"],"metadataDate":"2026-07-07T08:15:59.000Z","orcid":["https://orcid.org/0000-0003-4732-2376","https://orcid.org/0000-0002-9775-3601","https://orcid.org/0000-0002-1513-7240","https://orcid.org/0009-0007-4641-6078","https://orcid.org/0000-0002-3466-867X","https://orcid.org/0000-0002-0830-1196","https://orcid.org/0000-0002-2847-0448"],"organisation":["University of Lausanne","Vietnam National University, Hanoi","Can Tho University","Bangladesh University of Engineering and Technology","Jadavpur University","University of Glasgow","Data Guard","Newcastle University","NERC EDS Environmental Information Data Centre"],"publicationDate":"2026-07-03T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/740821f3-92c6-48fa-ade7-526521a5aaba","10.5285/740821f3-92c6-48fa-ade7-526521a5aaba","doi:10.5285/740821f3-92c6-48fa-ade7-526521a5aaba"],"resourceType":"Dataset","rightsHolder":["Newcastle University"],"ror":["https://ror.org/019whta54","https://ror.org/02jmfj006","https://ror.org/0071qz696","https://ror.org/05a1qpv97","https://ror.org/02af4h012","https://ror.org/00vtgdb53","https://ror.org/01kj2bm70","https://ror.org/04xw4m193"],"shortenedDescription":"The Global Delta Risk Index (GDRI) is a multi-hazard risk assessment framework designed to evaluate the vulnerability and resilience of river delta socio-ecological systems. It was developed mainly by researchers working on delta sustainability, disaster risk reduction,…","state":"published","supplementalDescription":["Cremin, E., O'Connor, J., Banerjee, S. et al. Aligning the Global Delta Risk Index with SDG and SFDRR global frameworks to assess risk to socio-ecological systems in river deltas. Sustain Sci 18, 1871-1891 (2023)."],"title":"The Global Delta Risk Index at Sub-National level analysis of multi-hazards risk in the Ganges-Brahmaputra-Meghna (Bangladesh and India), Mekong and the Red river Deltas (Vietnam), 2025","topic":["0/Environmental risk/","0/Ecosystem services/","0/Modelling/"],"version":1.0,"view":["public","jashun"]},{"authorAffiliation":["An Giang University","The Center for Water Resources Conservation and Development (WARECOD)"],"authorFamilyName":["Nguyen","Tran","Mai"],"authorFullName":["Nguyen, T.","Tran, C.","Nguyen, L.","Mai, T."],"authorGivenName":["Tanh","Chau","Lan","Thang"],"authorOrcid":["https://orcid.org/0000-0002-0847-4185","https://orcid.org/0009-0008-1640-6407"],"authorRor":["https://ror.org/023pm6532"],"availability":"Embargoed","catalogue":"eidc","dataFormat":["Shapefile","Comma-separated values (CSV)","TIFF"],"description":"This dataset calculates the habitat quality and habitat degradation index of the coastal mangrove forest in Soc Trang, Ca Mau, Kien Giang in the Mekong Delta, Vietnam, in 2017, using the InVEST habitat quality model. The dataset includes inputs and outputs for the InVEST habitat quality model; including the distribution of habitat quality index values represented in a habitat quality map; distribution of threat factors to habitat quality and vector data; land use and land cover map of Kien Giang, Ca Mau, Soc Trang in 2017; output of habitat quality model, include habitat quality index map and habitat degradation index map.\n\nThe InVEST Habitat Quality (HQ) model is an open source tool that uses land-use maps and threat data to assess biodiversity. Habitat quality and rarity are used as proxies to represent the biodiversity of a landscape - estimating the extent of habitat and vegetation types across a landscape, and their state of degradation (Stanford University). The model combines maps of land use land cover (LULC) with data on threats to habitats and habitat response. Modelling habitat quality alongside ecosystem services enables users to compare spatial patterns and identify areas where conservation will most benefit natural systems and protect threatened species.","documentType":"GEMINI_DOCUMENT","familyName":["Nguyen","Tran","Mai"],"fullName":["Tanh Nguyen","Nguyen, T.","Tran, C.","Nguyen, L.","Mai, T."],"funder":["Natural Environment Research Council"],"givenName":["Tanh","Chau","Lan","Thang"],"grant":["NE/S008926/1"],"identifier":"f969bdf8-4aa2-4cd1-a6ee-c9ecabf35df7","incomingCitationCount":0,"keyword":["Biodiversity","Environmental survey","Land use","Habitat quality","Coast","Mangrove","Mekong Delta","Vietnam"],"keywordsOther":["Habitat quality","Coast","Mangrove","Mekong Delta","Vietnam"],"keywordsTheme":["Biodiversity","Environmental survey","Land use"],"licence":"Open government licence","lineage":"The underlying data were gathered primarily through questionnaire-based interviews to generate the mapped threat factors. For the map depicting the distribution of influencing factors, the QGIS program was used to convert the descriptor map from vector to raster format, assigning the value \"1\" to indicate the presence of a factor and \"0\" to indicate its absence. Interviews and surveys were conducted in the mangrove forests of Soc Trang, Ca Mau, and Kien Giang. The distribution of factors influencing habitat quality and degradation were mapped as presence and absence.\n\nIn addition, the team carried out onsite surveys at accessible locations, such as erosion points and forest areas affected by drought and water scarcity in Soc Trang. The contribution of threat factors to habitat degradation was determined based on expert interviews and subsequently converted into weights using the AHP model.","locations":["POLYGON((104.419 8.439, 104.419 10.886, 107.145 10.886, 107.145 8.439, 104.419 8.439))"],"metadataDate":"2026-07-06T14:49:33.000Z","orcid":["https://orcid.org/0000-0002-0847-4185","https://orcid.org/0009-0008-1640-6407"],"organisation":["An Giang University","The Center for Water Resources Conservation and Development (WARECOD)","Newcastle University","NERC EDS Environmental Information Data Centre"],"publicationDate":"2026-07-03T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/f969bdf8-4aa2-4cd1-a6ee-c9ecabf35df7","10.5285/f969bdf8-4aa2-4cd1-a6ee-c9ecabf35df7","doi:10.5285/f969bdf8-4aa2-4cd1-a6ee-c9ecabf35df7"],"resourceType":"Dataset","rightsHolder":["Newcastle University"],"ror":["https://ror.org/023pm6532","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset calculates the habitat quality and habitat degradation index of the coastal mangrove forest in Soc Trang, Ca Mau, Kien Giang in the Mekong Delta, Vietnam, in 2017, using the InVEST habitat quality model. The dataset includes inputs and outputs for the InVEST…","state":"published","supplementalDescription":["The InVEST Habitat Quality Model is available here"],"title":"Habitat quality of mangrove areas in the Mekong Delta (Soc Trang, Ca Mau and Kien Giang) using the InVEST Habitat Quality model, 2017","topic":["0/Biodiversity/","0/Environmental survey/","0/Land use/"],"version":1.0,"view":["public","jashun"]},{"authorAffiliation":["UK Centre for Ecology & Hydrology","Plymouth Marine Laboratory","National Oceanography Centre"],"authorFamilyName":["Pickard","Brown","Burden","Callaghan","Evans","Kitidis","Mayor","Olszewska","Pereira","Spears","Williamson","Woodward","Rees"],"authorFullName":["Pickard, A.E.","Brown, I.","Burden, A.","Callaghan, N.","Evans, C.D.","Kitidis, V.","Mayor, D.","Olszewska, J.","Pereira, G.","Spears, B.M.","Williamson, J.","Woodward, M.","Rees, A.P."],"authorGivenName":["A.E.","I.","A. ","N.","C.D. ","V. ","D.","J. ","G. ","B.M. ","J.","M.","A.P."],"authorOrcid":["https://orcid.org/0000-0003-1069-3720","https://orcid.org/0000-0002-7052-354X","https://orcid.org/0000-0001-8216-5885"],"authorRor":["https://ror.org/00pggkr55","https://ror.org/05av9mn02","https://ror.org/00874hx02"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"The dataset contains dissolved greenhouse and nutrient data collected from seven UK estuaries: the Clyde, Clywd, Conwy, Dart, Forth, Tamar and Tay, for the LOCATE project. Sampling was conducted from July 2017 to April 2018 on a quarterly basis, and was coordinated to occur on falling tides and to target specific salinities of interest: 1, 2, 5, 10, 15, 25 psu. Data were obtained via collection of gas and water samples in situ, and concentrations were derived via subsequent sample processing and analysis.  ","documentType":"GEMINI_DOCUMENT","familyName":["Pickard","Brown","Burden","Callaghan","Evans","Kitidis","Mayor","Olszewska","Pereira","Spears","Williamson","Woodward","Rees"],"fullName":["Pickard, A.E.","Brown, I.","Burden, A.","Callaghan, N.","Evans, C.D.","Kitidis, V.","Mayor, D.","Olszewska, J.","Pereira, G.","Spears, B.M.","Williamson, J.","Woodward, M.","Rees, A.P."],"funder":["Natural Environment Research Council"],"givenName":["A.E.","I.","A. ","N.","C.D. ","V. ","D.","J. ","G. ","B.M. ","J.","M.","A.P."],"grant":["NE/N018087/1"],"identifier":"328cacca-c33b-450a-a39c-302b4eed07a2","incomingCitationCount":0,"keyword":["Climate and climate change","UK","biogeochemistry","estuary","greenhouse gas"],"keywordsOther":["UK","biogeochemistry","estuary","greenhouse gas"],"keywordsTheme":["Climate and climate change"],"licence":"Open government licence","lineage":"All data were generated by the authors. During the generation of water chemistry and dissolved greenhouse gas data, calibration standards of known concentrations were used for quality control of instrument outputs.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-06-29T16:33:07.000Z","orcid":["https://orcid.org/0000-0003-1069-3720","https://orcid.org/0000-0002-7052-354X","https://orcid.org/0000-0001-8216-5885"],"organisation":["UK Centre for Ecology & Hydrology","Plymouth Marine Laboratory","National Oceanography Centre","NERC EDS Environmental Information Data Centre"],"publicationDate":"2022-01-12T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/328cacca-c33b-450a-a39c-302b4eed07a2","10.5285/328cacca-c33b-450a-a39c-302b4eed07a2","doi:10.5285/328cacca-c33b-450a-a39c-302b4eed07a2"],"resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology","National Oceanography Centre","Plymouth Marine Laboratory"],"ror":["https://ror.org/00pggkr55","https://ror.org/05av9mn02","https://ror.org/00874hx02","https://ror.org/04xw4m193"],"shortenedDescription":"The dataset contains dissolved greenhouse and nutrient data collected from seven UK estuaries: the Clyde, Clywd, Conwy, Dart, Forth, Tamar and Tay, for the LOCATE project. Sampling was conducted from July 2017 to April 2018 on a quarterly basis, and was coordinated…","state":"published","title":"Greenhouse gas and nutrient data measured across estuaries in the UK, 2017-2018","topic":["0/Climate and climate change/"],"version":1.0,"view":["public","margla"]},{"authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorFamilyName":["Marston","Rowland","O'Neil","Morton"],"authorFullName":["Marston, C.","Rowland, C.S.","O'Neil, A.W.","Morton, R.D."],"authorGivenName":["C.","C.S.","A.W.","R.D."],"authorOrcid":["https://orcid.org/0000-0002-2070-2187","https://orcid.org/0000-0002-0459-506X","https://orcid.org/0000-0003-3591-1034","https://orcid.org/0000-0003-3947-6463"],"authorRor":["https://ror.org/00pggkr55"],"availability":"Controlled","catalogue":"eidc","dataFormat":["SQLite"],"description":"This is a vector data set representing the land surface of Great Britain, classified into 21 UKCEH land cover classes, based upon Biodiversity Action Plan broad habitats. This vector Land Parcel dataset is the result of intersecting the 10m raster classified pixel datasets with the UKCEH Land Parcel Spatial Framework to generate summary land parcel attributes for each land cover parcel. A full description of this and all UKCEH LCM2021 products are available from the LCM2021 product documentation accompanying this dataset.","documentType":"GEMINI_DOCUMENT","familyName":["Marston","Rowland","O'Neil","Morton"],"fullName":["Marston, C.","Rowland, C.S.","O'Neil, A.W.","Morton, R.D."],"funder":["Natural Environment Research Council"],"givenName":["Chris","C.","C.S.","A.W.","R.D."],"grant":["NE/R016429/1"],"identifier":"398dd41e-3c08-47f5-811f-da990007643f","incomingCitationCount":5,"keyword":["Land cover","Mapping","Biodiversity Action Plan","Great Britain","habitat","biodiversity","land cover"],"keywordsOther":["Biodiversity Action Plan","Great Britain","habitat","biodiversity","land cover"],"keywordsTheme":["Land cover","Mapping"],"licence":"Non-Open government licence","lineage":"UKCEH's automated land cover algorithms classify 10 m pixels across the whole of UK. Training data were automatically selected from stable land covers over the interval of 2018 to 2020. A Random Forest classifier used these to classify four composite images representing per season median surface reflectance. Seasonal images were integrated with context layers (e.g., height, aspect, slope, coastal proximity, urban proximity and so forth) to reduce confusion among classes with similar spectra. \n\nLand cover was validated by organising the 10 m pixel classification into a land parcel framework (the LCM2021 classified land parcels product). The classified land parcels were compared to known land cover producing a confusion matrix to determine overall and per class accuracy. Details are available from the product documentation accompanying this dataset.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-06-27T13:54:10.000Z","orcid":["https://orcid.org/0000-0002-2070-2187","https://orcid.org/0000-0002-0459-506X","https://orcid.org/0000-0003-3591-1034","https://orcid.org/0000-0003-3947-6463"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"publicationDate":"2022-08-02T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/398dd41e-3c08-47f5-811f-da990007643f","10.5285/398dd41e-3c08-47f5-811f-da990007643f","doi:10.5285/398dd41e-3c08-47f5-811f-da990007643f"],"resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"This is a vector data set representing the land surface of Great Britain, classified into 21 UKCEH land cover classes, based upon Biodiversity Action Plan broad habitats. This vector Land Parcel dataset is the result of intersecting the 10m raster classified pixel datasets…","state":"published","title":"Land Cover Map 2021 (land parcels, GB)","topic":["0/Land cover/","0/Mapping/"],"version":1.0,"view":["public","tinzha"]},{"authorAffiliation":["University College London","New York University","Cornell University","Atlantic Technological University","Zhejiang University","University of Minnesota","Senckenberg Biodiversity and Climate Research Centre","École Normale Supérieure"],"authorFamilyName":["Dalin","Kennard","Carlson","Herrero","Quinn","Chang","Gerber","Kastner","Guilbert"],"authorFullName":["Dalin, C.","Kennard, H.","Carlson, K.","Herrero, M.","Quinn, R.","Chang, J.","Gerber, J.S.","Kastner, T.","Guilbert, M."],"authorGivenName":["Carole","H.","K.","M.","R.","J.","J.S.","T."],"authorOrcid":["https://orcid.org/0000-0002-2123-9622"],"authorRor":["https://ror.org/02jx3x895","https://ror.org/0190ak572","https://ror.org/05bnh6r87","https://ror.org/0458dap48","https://ror.org/00a2xv884","https://ror.org/017zqws13","https://ror.org/01amp2a31","https://ror.org/01dp7jr64"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"The greenhouse gas (GHG) emission represent the amount of greenhouse gases (nitrous oxide, methane and carbon dioxide) emissions associated with the annual production of seven livestock commodities, considering the following processes: enteric fermentation, manure deposition on grassland, manure management on farm; application of manure on feed crops and application of synthetic fertiliser on grassland and feed crops, plus other cropland emissions for feed crops (e.g. peatland drainage and methane from rice cultivation). We also provide the greenhouse gas emission intensities, which indicate the amount of greenhouse gas emissions per unit of mass of animal products produced annually. The considered livestock commodities are: bovine ('BV') meat and milk, small ruminant (sheep and goat, 'SG') meat and milk, pig (PG) meat, poultry (chicken, ducks, 'PT') meat, and poultry eggs. The resolution is 5 arc minute, across the global land area, for the period around year 2000.\n\nThe greenhouse gas (GHG) emission represent the amount of greenhouse gases (nitrous oxide, methane and carbon dioxide) emissions associated with the annual production of 172 cultivated crops, considering the following processes: application of manure and synthetic fertiliser on cropland, peatland drainage, and methane from rice cultivation.","documentType":"GEMINI_DOCUMENT","familyName":["Dalin","Kennard","Carlson","Herrero","Quinn","Chang","Gerber","Kastner","Guilbert"],"fullName":["Carole Dalin","Dalin, C.","Kennard, H.","Carlson, K.","Herrero, M.","Quinn, R.","Chang, J.","Gerber, J.S.","Kastner, T.","Guilbert, M."],"funder":["Natural Environment Research Council","USDA","Belmont Forum","Wellcome Trust","European Research Council"],"givenName":["Carole","H.","K.","M.","R.","J.","J.S.","T."],"grant":["NE/N01524X/1","HAW01136-H","NE/M021327/1","205200/Z/16/Z","209734/Z/17/Z","101039402"],"identifier":"ccbd5c0b-21b2-40ce-bafd-6ccea4a270a4","incomingCitationCount":0,"keyword":["Agriculture","agriculture","environmental impact of agriculture","greenhouse gas emissions","environmental impact","climatology","meteorology","atmosphere","farming"],"keywordsOther":["agriculture","environmental impact of agriculture","greenhouse gas emissions","environmental impact","climatology","meteorology","atmosphere","farming"],"keywordsTheme":["Agriculture"],"licence":"Non-Open government licence","lineage":"The overall methodology has been developed in the forthcoming publication by Dalin et al. (in prep.).\n\nThe greenhouse gas (GHG) emissions of crop products are calculated, at a 5arcmin spatial resolution for the production of year 2000 as the sum of: GHG from peatland drainage (directly from Carlson et al. 2016), GHG from rice cultivation, and GHG from manure and synthetic fertiliser application on cropland. Both GHG from rice cultivation and GHG from manure applied to cropland depend on the amount of manure available and used for fertilising cropland as evaluated here based on Herrero et al. 2013, re-estimated by Dalin et al. (in prep.), following methods as in Carlson et al. 2016. These amounts of manure are also relevant for, and consistent with, the livestock's GHG emissions estimated here. In addition, we produced two versions of nitrous oxide emissions from cropland due to manure and synthetic fertiliser applied to cropland (and from grassland, due to manure deposited and synthetic fertiliser applied, relevant for livestock): one using a linear model and the other with a non-linear model (see Carlson et al. 2016).\nThe greenhouse gas emission and greenhouse gas emission intensities of livestock products are calculated, at a 5arcmin spatial resolution for the production of year 2000 as the sum of livestock's farm-level GHG emissions and feed-related GHG emissions (feed coming from both cropland and grasslands).\n\nLivestock farm-level GHG emissions include methane from enteric fermentation for ruminants (bovine, sheep and goat) as estimated by Herrero et al. 2013, methane and nitrous oxide from manure management as estimated by Herrero et al. 2013, and nitrous oxide from manure left on pasture estimated using the model used by Carlson et al. 2016.\n\nFeed-related GHG emissions include nitrous oxide from three sources: synthetic fertiliser applied on cropland, synthetic fertiliser applied on grassland, and manure applied on cropland. We account for animals' diet composition (Herrero et al. 2013), the country of origin of feed crops (FAOSTAT), and the forage use efficiency and productivity of grasslands (ORCHIDEE, Chang J. et al. 2016). \n\nQuality control:\nTesting of the computational steps has been ensured thanks to fully independent, parallel coding and computations done by three of the co-authors, with matching results.  Averages of the gridded data aggregated at the national scale have been compared with reported national-level values by FAOSTAT.","locations":["POLYGON((-180 -90, -180 90, 180 90, 180 -90, -180 -90))"],"metadataDate":"2026-06-27T14:17:52.000Z","orcid":["https://orcid.org/0000-0002-2123-9622"],"organisation":["University College London","New York University","Cornell University","Atlantic Technological University","Zhejiang University","University of Minnesota","Senckenberg Biodiversity and Climate Research Centre","École Normale Supérieure","NERC EDS Environmental Information Data Centre"],"publicationDate":"2025-07-07T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/ccbd5c0b-21b2-40ce-bafd-6ccea4a270a4","10.5285/ccbd5c0b-21b2-40ce-bafd-6ccea4a270a4","doi:10.5285/ccbd5c0b-21b2-40ce-bafd-6ccea4a270a4"],"resourceType":"Dataset","rightsHolder":["University College London"],"ror":["https://ror.org/02jx3x895","https://ror.org/0190ak572","https://ror.org/05bnh6r87","https://ror.org/0458dap48","https://ror.org/00a2xv884","https://ror.org/017zqws13","https://ror.org/01amp2a31","https://ror.org/01dp7jr64","https://ror.org/04xw4m193"],"shortenedDescription":"The greenhouse gas (GHG) emission represent the amount of greenhouse gases (nitrous oxide, methane and carbon dioxide) emissions associated with the annual production of seven livestock commodities, considering the following processes: enteric fermentation, manure deposition…","state":"published","supplementalDescription":["Herrero, M., et al. Proceedings of the National Academy of Sciences, 2013. 110(52): p. 20888-20893.\nFAO. FAOSTAT. 2022 Detailed trade matrix ","Dalin et al. Greenhouse gas emissions intensity of global croplands. Nature Climate Change, 2017. 7(1): p. 63-68.","Chang, J., et al. Biogeosciences Volume 13, issue 12 pp.3757–3776, 2016."],"supplementalName":["Biomass use, production, feed efficiencies, and greenhouse gas emissions from global livestock systems","Variability, interactions and drivers of key environmental stressors from food production worldwide","Combining livestock production information in a process-based vegetation model to reconstruct the history of grassland management"],"title":"Global greenhouse gas emissions associated with the production of crop and livestock products at 5 arc minutes resolution, 1997-2003 v2","topic":["0/Agriculture/"],"version":2.0,"view":["public","shofer"]},{"authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorFamilyName":["Wang","Tomlinson","Carnell","Scheffler","Liska","Beck","Vieno"],"authorFullName":["Wang, Y.","Tomlinson, S.J.","Carnell, E.J.","Scheffler, J.","Liska, T.","Beck, R.","Vieno, M."],"authorGivenName":["Y.","S.J.","E.J. ","J.","T.","R.","M."],"authorOrcid":["https://orcid.org/0000-0002-0411-4860","https://orcid.org/0000-0002-3237-7596","https://orcid.org/0000-0003-0870-1955","https://orcid.org/0000-0002-7398-4237","https://orcid.org/0000-0001-9500-0633","https://orcid.org/0009-0005-9645-8001","https://orcid.org/0000-0001-7741-9377"],"authorRor":["https://ror.org/00pggkr55"],"availability":"Available","catalogue":"eidc","dataFormat":["NetCDF"],"description":"This dataset is a model output from the European Monitoring and Evaluation Programme (EMEP) model applied to the UK (EMEP4UK) driven by Weather and Research Forecast model meteorology (WRF). It provides daily mean atmospheric compositions and fluxes of the UK on a 3x3 km2 resolution grid for years between 1960 and 2020.\n\nThe EMEP4UK model version used here is rv5.0, and the WRF model version is the 4.4.2. \n\nThis work was supported by the Natural Environment Research Council award number NERC (NE/R016429/1) as part of the UK-SCAPE programme delivering National Capability.\n","documentType":"GEMINI_DOCUMENT","familyName":["Wang","Tomlinson","Carnell","Scheffler","Liska","Beck","Vieno"],"fullName":["Wang, Y.","Tomlinson, S.J.","Carnell, E.J.","Scheffler, J.","Liska, T.","Beck, R.","Vieno, M."],"funder":["Natural Environment Research Council"],"givenName":["Y.","S.J.","E.J. ","J.","T.","R.","M."],"grant":["NE/R016429/1"],"identifier":"40e30580-9191-45d8-8e99-21de3c048250","incomingCitationCount":0,"keyword":["Climate and climate change","EMEP","EMEP4UK","European Monitoring and Evaluation Programme","gas","aerosols","composition","flux","deposition","UK-SCAPE"],"keywordsOther":["EMEP","EMEP4UK","European Monitoring and Evaluation Programme","gas","aerosols","composition","flux","deposition","UK-SCAPE"],"keywordsTheme":["Climate and climate change"],"licence":"Open government licence","lineage":"Daily average concentrations for a model domain covering the UK with a resolution of about 3x3 km2 were calculated using the EMEP4UK atmospheric chemistry transport model. The model was evaluated using the UK Automatic Urban and Rural Network (AURN) monitoring stations. R was used to access the AURN dataset to evaluate the EMEP4UK model output.\n\nThe data were processed from the full EMEP4UK model output to a subset containing essential variables only. The Climate Data Operators version 1.9.10 was used to subset the model output.\n","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-06-29T17:10:13.000Z","orcid":["https://orcid.org/0000-0002-0411-4860","https://orcid.org/0000-0002-3237-7596","https://orcid.org/0000-0003-0870-1955","https://orcid.org/0000-0002-7398-4237","https://orcid.org/0000-0001-9500-0633","https://orcid.org/0009-0005-9645-8001","https://orcid.org/0000-0001-7741-9377"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"publicationDate":"2024-12-16T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/40e30580-9191-45d8-8e99-21de3c048250","10.5285/40e30580-9191-45d8-8e99-21de3c048250","doi:10.5285/40e30580-9191-45d8-8e99-21de3c048250"],"resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset is a model output from the European Monitoring and Evaluation Programme (EMEP) model applied to the UK (EMEP4UK) driven by Weather and Research Forecast model meteorology (WRF). It provides daily mean atmospheric compositions and fluxes of the UK on a 3x3…","state":"published","supplementalDescription":["Skamarock, W. C., J. B. Klemp, J. Dudhia, D. O. Gill, Z. Liu, J. Berner, W. Wang, J. G. Powers, M. G. Duda, D. M. Barker, and X.-Y. Huang, 2019: A Description of the Advanced Research WRF Version 4. NCAR Tech. Note NCAR/TN-556+STR, 145 pp. doi:10.5065/1dfh-6p97","National Centers for Environmental Prediction/National Weather Service/NOAA/U.S. Department of Commerce. 2000, updated daily. NCEP FNL Operational Model Global Tropospheric Analyses, continuing from July 1999. Research Data Archive at the National Center for Atmospheric Research, Computational and Information Systems Laboratory. https://doi.org/10.5065/D6M043C6."," EMEP/CEIP 2023 Present state of emission data; https://www.ceip.at/webdab-emission-database/reported-emissiondata"," © Crown 2024 copyright Defra & DESNZ via naei.energysecurity.gov.uk licenced under the Open Government Licence (OGL).http://naei.defra.gov.uk","Nielsen, O. K., Plejdrup, M. S., Bruun, H. G., Gyldenkærne, S., & Christensen, J. H. (2020). MapEIre: National Mapping of Greenhouse Gas and Non-greenhouse Gas Emissions Sources Project. https://www.epa.ie/publications/research/air/Research_Report_317.pdf","Baker, S.J., 2001. Trace and Major Elements in the Atmosphere at Rural Locations in the UK: Summary of Data for 1999 (No. AEAT/R/ENV/0264). National Environmental Technology Centre.","Tomlinson, S.J., Carnell, E.J., Levy, P., Williams, M., Vieno, M., Scheffler, J., Harrison, P.A., Lofts, S. (2023). Estimates of anthropogenic emissions of metals and air pollutants in the UK at a 1km resolution, 1750-2100. NERC EDS Environmental Information Data Centre. (Dataset). https://doi.org/10.5285/4b392dc0-0219-4494-8420-82e42b93b445"],"supplementalName":["The below datasets are used to drive the EMEP4UK model:","The Weather and Research forecast (WRF) Model: ","The National Centers for Environmental Prediction Final Reanalysis dataset:","The emissions used in the EMEP4UK model are derived from: ","Centre for Emission Inventories and Projections ","The UK National Atmospheric Emissions Inventory","The Republic of Ireland national emissions inventory ","Observational data used in the EMEP4UK model are derived from:","Trace and Major Elements in the Atmosphere at Rural Locations in the UK: Summary of Data for 1999","Estimates of anthropogenic emissions of metals and air pollutants in the UK at a 1km resolution, 1750-2100."],"title":"European Monitoring and Evaluation Program Model for the UK (EMEP4UK) daily atmospheric composition and flux output data, UK, 1960-2020","topic":["0/Climate and climate change/"],"version":1.0,"view":["public","jashun"]},{"authorAffiliation":["University of Reading"],"authorFamilyName":["Maslanka","Morrison","White"],"authorFullName":["Maslanka, W.M.","Morrison, K.","White, K."],"authorGivenName":["W.M.","K."],"authorOrcid":["https://orcid.org/0000-0002-1777-733X","https://orcid.org/0000-0002-8075-0316","https://orcid.org/0000-0002-4328-8185"],"availability":"Available","catalogue":"eidc","dataFormat":["NetCDF"],"description":"This dataset includes relative surface soil moisture across the Thames Valley, between October 2015 and September 2021, using backscatter radar data collected using the ESA Sentinel-1 Constellation.\n\nRadar backscatter was normalised to 40 incidence angle, using a novel monthly normalisation parameterisation.","documentType":"GEMINI_DOCUMENT","familyName":["Maslanka","Morrison","White"],"fullName":["Maslanka, W.M.","Morrison, K.","White, K.","Maslanka, W."],"funder":["Natural Environment Research Council"],"givenName":["W.M.","K.","William"],"grant":["NE/R004668/1"],"identifier":"b23d63d1-dcc5-4c49-a6b5-67154f3739b7","incomingCitationCount":0,"keyword":["River Thames","Soil","Sentinel-1","Change Detection","soil moisture"],"keywordsOther":["Sentinel-1","Change Detection","soil moisture"],"keywordsPlace":["River Thames"],"keywordsTheme":["Soil"],"licence":"Open government licence","lineage":"Sentinel-1 IWGRDH data (VV Pol) went through the following processing steps:\n•\tExtraction\n•\tOrbital Correction\n•\tThermal and Border Noise Removal\n•\tCalibration\n•\tSpeckle Filtering (Refined Lee)\n•\tTerrain Correction\n•\tConversion to dB\n•\tSubsetting\n•\tLook Incidence Angle Normalisation\n•\tDynamic Masking (removing anomolus data)\n•\tSpatial Averaging to 100m resolution\n•\trSSM Calculation\nFull explanation of lineage and methodology can be found here: 10.1109/TGRS.2022.3175256\n","locations":["POLYGON((-2.22 51.15, -2.22 52.22, -0.57 52.22, -0.57 51.15, -2.22 51.15))"],"metadataDate":"2026-06-29T17:23:13.000Z","orcid":["https://orcid.org/0000-0002-1777-733X","https://orcid.org/0000-0002-8075-0316","https://orcid.org/0000-0002-4328-8185"],"organisation":["University of Reading","NERC EDS Environmental Information Data Centre"],"publicationDate":"2022-09-21T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/b23d63d1-dcc5-4c49-a6b5-67154f3739b7","10.5285/b23d63d1-dcc5-4c49-a6b5-67154f3739b7","doi:10.5285/b23d63d1-dcc5-4c49-a6b5-67154f3739b7"],"resourceType":"Dataset","rightsHolder":["University of Reading"],"ror":["https://ror.org/04xw4m193","https://ror.org/05v62cm79"],"shortenedDescription":"This dataset includes relative surface soil moisture across the Thames Valley, between October 2015 and September 2021, using backscatter radar data collected using the ESA Sentinel-1 Constellation.\n\nRadar backscatter was normalised to 40 incidence angle, using a novel…","state":"published","supplementalDescription":["W. Maslanka, K. Morrison, K. White, A. Verhoef and J. Clark, \"Retrieval of Sub-Kilometric Relative Surface Soil Moisture With Sentinel-1 Utilizing Different Backscatter Normalization Factors,\" in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-13, 2022, Art no. 4410613","Monitoring Relative Surface Soil Moisture Using Sentinel-1 Across\nthe River Thames Catchment, William Maslanka, Keith Morrison, Kevin White, Anne Verhoef  and Joanna Clark. "],"title":"Relative surface soil moisture for the Thames Valley, United Kingdom, October 2015 to September 2021","topic":["0/Soil/"],"version":1.0,"view":["public","clwe"]},{"authorAffiliation":["Durham University"],"authorFamilyName":["Warburton"],"authorFullName":["Warburton, J."],"authorGivenName":["J."],"authorOrcid":["https://orcid.org/0000-0003-3589-9039"],"authorRor":["https://ror.org/01v29qb04"],"availability":"Available","catalogue":"eidc","dataFormat":["TIFF"],"description":"This dataset consists of a single orthophoto mosaic image of Irontongue Hill on Swineshaw Moor. The area of interest includes seven erosion plots (approximately 5 x 5 m) which were set up on 26/07/2018 to capture the state of the burnt moorland surface and monitor subsequent erosion and vegetation recovery. The area of interest is approximately 0.45 km2.","documentType":"GEMINI_DOCUMENT","familyName":["Warburton"],"fullName":["Warburton, J."],"funder":["Natural Environment Research Council"],"givenName":["J.","Jeff"],"grant":["NE/S011560/1"],"identifier":"aff5210d-27e9-4655-badb-4d16c3adeb17","incomingCitationCount":0,"keyword":["Hilldcope","Wildfire","Orthophoto mosaic","mosaic","erosion"],"keywordsOther":["Hilldcope","Wildfire","Orthophoto mosaic","mosaic","erosion"],"licence":"Open government licence","lineage":"The orthophoto mosaic was generated from 786 separate image files captured using a DJI Mavic 2 Pro Drone on 29th July 2019. A dense SfM point cloud was generated in Agisoft Metashape. Ground Control Point coordinates were used to scale and georeference the point clouds based upon the dGPS coordinates. The DEM dense point cloud and orthomosaic were exported to ARcGIS and projected in OSGB co-ordinates and resampled at 5 x 5 cm ground resolution before being resaved as a final .tif file.","locations":["POLYGON((-1.592 53.29, -1.592 53.3, -1.582 53.3, -1.582 53.29, -1.592 53.29))"],"metadataDate":"2026-06-29T18:24:21.000Z","orcid":["https://orcid.org/0000-0003-3589-9039"],"organisation":["Durham University","NERC EDS Environmental Information Data Centre","University of Liverpool","University of Leeds"],"publicationDate":"2022-09-21T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/aff5210d-27e9-4655-badb-4d16c3adeb17","10.5285/aff5210d-27e9-4655-badb-4d16c3adeb17","doi:10.5285/aff5210d-27e9-4655-badb-4d16c3adeb17"],"resourceType":"Dataset","rightsHolder":["Durham University","University of Liverpool","University of Leeds"],"ror":["https://ror.org/01v29qb04","https://ror.org/04xw4m193","https://ror.org/04xs57h96","https://ror.org/024mrxd33"],"shortenedDescription":"This dataset consists of a single orthophoto mosaic image of Irontongue Hill on Swineshaw Moor. The area of interest includes seven erosion plots (approximately 5 x 5 m) which were set up on 26/07/2018 to capture the state of the burnt moorland surface and monitor subsequent…","state":"published","title":"Orthomosaic aerial imaging from the Irontongue Hill erosion study site, Swineshaw Moor, UK, July 2019","version":1.0,"view":["public","clwe"]},{"authorAffiliation":["University of Leeds","Universidad Nacional Santiago Antúnez de Mayolo"],"authorFamilyName":["Kerr","Quincey","Fell","Medina","Loarte","Brown"],"authorFullName":["Kerr, N.R.","Quincey, D.","Fell, S.C.","Medina, K.","Loarte, E.","Brown, L.E."],"authorGivenName":["N.R.","D.","S.C.","K.","E.","L.E."],"authorOrcid":["https://orcid.org/0000-0002-5000-9092"],"authorRor":["https://ror.org/024mrxd33","https://ror.org/03w7bgm07"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"The dataset provides measurements of water temperature, electrical conductivity (EC), pH and turbidity from rivers in the Peruvian Andes. Data were collected from 23 river sites in the Cordillera Vilcanota (12 sites) and Cordillera Blanca (11 sites) regions  from 11/09/2019 to 18/09/2019 (Cordillera Vilcanota) from 7/05/2020 to 16/05/2020 (Cordillera Blanca). Each variable was measured once at each river site.  Sites were selected along a continuum of declining glacier cover to investigate the influence of glaciers on river habitats. ","documentType":"GEMINI_DOCUMENT","familyName":["Kerr","Quincey","Fell","Medina","Loarte","Brown"],"fullName":["Nicky Kerr","Kerr, N.R.","Quincey, D.","Fell, S.C.","Medina, K.","Loarte, E.","Brown, L.E."],"funder":["Natural Environment Research Council","Newton-Paulet Fund"],"givenName":["N.R.","D.","S.C.","K.","E.","L.E."],"grant":["NE/S013296/1"],"identifier":"34df941d-abb8-4171-9c9d-33202e5a2ea5","incomingCitationCount":0,"keyword":["Climate and climate change","Water quality","alpine","river","glacier"],"keywordsOther":["alpine","river","glacier"],"keywordsTheme":["Climate and climate change","Water quality"],"licence":"Open government licence","lineage":"At each site, measurements of water temperature, electrical conductivity (EC) and pH were taken in Vilcanota using a Hach (Loveland, CO, USA) HQ40D probe, and in Blanca a Xylem (Washington D.C., USA) Multi 3630 multiparameter probe was used. Turbidity was measured with a Cole-Parmer (Vernon Hills, IL, USA) Oakton T-100 turbidity probe. Channel stability was determined using the “channel bottom” component of the Pfankuch Index (Pfankuch, 1975), and then calculating the inverse of this score so that higher scores represented more stable river beds. Water samples were collected by filtering 100 mL of river water through a 0.45 micron filter to determine total nitrogen (TN) and total phosphorus (TP) (Skalar (Breda, Netherlands) San++ automatic wet chemistry analyser) and dissolved inorganic carbon (DIC) and dissolved organic carbon (DOC) (Analytik Jena (Jena, Germany) Multi NC2100 micro elemental analyser). Within each region, all measurements were collected by the same person. Pfankuch Index was calculated by the same person to ensure consistency in qualitative analysis.","locations":["POLYGON((-76.97 -14.945, -76.97 -8.146, -70.06 -8.146, -70.06 -14.945, -76.97 -14.945))"],"metadataDate":"2026-06-30T11:56:25.000Z","orcid":["https://orcid.org/0000-0002-5000-9092"],"organisation":["University of Leeds","Universidad Nacional Santiago Antúnez de Mayolo","NERC EDS Environmental Information Data Centre"],"publicationDate":"2025-09-12T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/34df941d-abb8-4171-9c9d-33202e5a2ea5","10.5285/34df941d-abb8-4171-9c9d-33202e5a2ea5","doi:10.5285/34df941d-abb8-4171-9c9d-33202e5a2ea5"],"resourceType":"Dataset","rightsHolder":["University of Leeds"],"ror":["https://ror.org/024mrxd33","https://ror.org/03w7bgm07","https://ror.org/04xw4m193"],"shortenedDescription":"The dataset provides measurements of water temperature, electrical conductivity (EC), pH and turbidity from rivers in the Peruvian Andes. Data were collected from 23 river sites in the Cordillera Vilcanota (12 sites) and Cordillera Blanca (11 sites) regions  from 11/09/2019…","state":"published","title":"Physical and environmental measurements from river sites in the Cordillera Vilcanota and Cordillera Blanca ranges of the Peruvian Andes, 2019-2020","topic":["0/Climate and climate change/","0/Water quality/"],"version":1.0,"view":["public","glenn"]},{"authorAffiliation":["Eduardo Mondlane University","Universidade Lúrio","University of Edinburgh"],"authorFamilyName":["Carvalho","Lupera","Nhamussua","Lisboa","Ryan","Ribeiro"],"authorFullName":["Carvalho, M.","Lupera, F.","Nhamussua, R.","Lisboa, S.N.","Ryan, C.","Ribeiro, N."],"authorGivenName":["M.","F.","R.","S.N.","C.","N."],"authorOrcid":["https://orcid.org/0000-0003-4798-2171","https://orcid.org/0000-0002-1802-0128"],"authorRor":["https://ror.org/05n8n9378","https://ror.org/03sbnrq14","https://ror.org/01nrxwf90"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset includes the transcript of discussion group activities on Human Wildlife conflict, conducted with ten rural communities in Marrupa District, Niassa (Northern Mozambique). It also comprises the results of semi-structured interviews conducted individually in three of the ten selected communities. The ten villages were selected from a forest cover gradient running from villages with a higher forest cover to those within degraded forest areas and consequently low cover. The villages had similar infrastructure, soils, rainfall, and vegetation types. The dataset contains information on the occurrence of conflict with both vertebrate and invertebrate wild species, mitigation strategies, conflict seasonality and trends, but also its impact on agricultural production and livestock rearing. The discussion groups were conducted with six to ten people and the presence of the leader of each village, between May and July 2015. Data were collected as part of a project funded under the Ecosystem Services for Poverty Alleviation (ESPA) programme.","documentType":"GEMINI_DOCUMENT","familyName":["Carvalho","Lupera","Nhamussua","Lisboa","Ryan","Ribeiro"],"fullName":["Carvalho, M.","Lupera, F.","Nhamussua, R.","Lisboa, S.N.","Ryan, C.","Ribeiro, N."],"funder":["Natural Environment Research Council"],"givenName":["M.","F.","R.","S.N.","C.","N."],"grant":["NE/K010395/1"],"identifier":"7bd2e230-c219-4017-9914-b5cfd83a4eae","incomingCitationCount":0,"keyword":["Marrupa","Mozambique","ACES","ESPA programme","agriculture","crop production","wildlife","conflict"],"keywordsOther":["agriculture","crop production","wildlife","conflict"],"keywordsPlace":["Marrupa","Mozambique"],"keywordsProject":["ACES","ESPA programme"],"licence":"Open government licence","lineage":"Interviews were collected with trained personnel and data collected via individual ODK (Open Data Kit) files on electronic tablets. No amendments were made to the data after collection except for some responses which had text converted to numeric codes for analysis.","locations":["POLYGON((30.21 -26.92, 30.21 -10.33, 41.05 -10.33, 41.05 -26.92, 30.21 -26.92))"],"metadataDate":"2026-06-29T17:03:43.000Z","orcid":["https://orcid.org/0000-0003-4798-2171","https://orcid.org/0000-0002-1802-0128"],"organisation":["Eduardo Mondlane University","Universidade Lúrio","University of Edinburgh","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"publicationDate":"2017-01-31T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/7bd2e230-c219-4017-9914-b5cfd83a4eae","10.5285/7bd2e230-c219-4017-9914-b5cfd83a4eae","doi:10.5285/7bd2e230-c219-4017-9914-b5cfd83a4eae"],"resourceType":"Dataset","ror":["https://ror.org/05n8n9378","https://ror.org/03sbnrq14","https://ror.org/01nrxwf90","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset includes the transcript of discussion group activities on Human Wildlife conflict, conducted with ten rural communities in Marrupa District, Niassa (Northern Mozambique). It also comprises the results of semi-structured interviews conducted individually…","state":"published","title":"Social data on human wildlife conflict in ten rural communities of Marrupa, Northern Mozambique","version":1.0,"view":["public","hajd"]},{"authorAffiliation":["Imperial College London"],"authorFamilyName":["Osborne","Savolainen"],"authorFullName":["Osborne, O.","Savolainen, V."],"authorGivenName":["O.","V."],"authorOrcid":["https://orcid.org/0000-0002-1213-1169","https://orcid.org/0000-0001-5350-9984"],"authorRor":["https://ror.org/041kmwe10"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"The dataset describes the effect of soil type, soil sterilisation and drought treatment on survival rate and growth of Howea belmoreana and Howea forsteriana, grown from seed in an experiment on Lord Howe Island for 30 months. The data describe the number of surviving plants per replicate, as well as height and number of leaves of individual plants at two timepoints. The work was carried out by Dr Owen Osborne and Prof. Vincent Savolainen, Imperial College London, and was funded by the NERC grant NE/M015742/1.","documentType":"GEMINI_DOCUMENT","familyName":["Osborne","Savolainen"],"fullName":["Osborne, O.","Savolainen, V."],"funder":["Natural Environment Research Council"],"givenName":["Owen","O.","V."],"grant":["NE/M015742/1"],"identifier":"eb9f4320-3c8e-4bfe-bb58-9a6df63f3f37","incomingCitationCount":0,"keyword":[" Lord Howe Island","Evolutionary ecology","Howea belmoreana","Howea forsteriana"],"keywordsOther":["Howea belmoreana","Howea forsteriana"],"keywordsPlace":[" Lord Howe Island"],"keywordsTheme":["Evolutionary ecology"],"licence":"Open government licence","lineage":"The dataset describes the results of a long-term common garden experiment. Seeds of Howea belmoreana and Howea forsteriana were planted in 140 boxes (50 seeds per box; 7000 seeds in total) and grown outdoors under shade canopies at the Lord Howe Island Nursery, Lord Howe Island, New South Wales, Australia. Seeds were collected wild from six locations on Lord Howe Island. They were then planted in two native soil types from the island: calcareous and volcanic soil. For half of the replicates for each soil type-species combination, the soil was sterilised with an industrial soil steamer. Boxes were then sealed and left to germinate and establish. After 14 months, survival rate was recorded for each replicate box and plant height and leaf number was recorded for all surviving seedlings. At this point all seedlings were re-potted into individual pots and their order was randomised. After another 16 months, seedling survival, leaf number and height were again recorded. Half of the seedlings for each soil type-species-sterilisation treatment combination were then subjected to drought conditions for two weeks. Final survival rates were recoded two months after this. The data package contains two datasets. The first records the survival rate of each replicate (50 seed box) at each time point. The second records height, number of leaves and survival for each surviving seedling. Full materials and methods are included in the supplementary information.","locations":["POLYGON((159.03 -31.607, 159.03 -31.489, 159.119 -31.489, 159.119 -31.607, 159.03 -31.607))"],"metadataDate":"2026-06-29T17:07:56.000Z","orcid":["https://orcid.org/0000-0002-1213-1169","https://orcid.org/0000-0001-5350-9984"],"organisation":["Imperial College London","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"publicationDate":"2019-01-31T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/eb9f4320-3c8e-4bfe-bb58-9a6df63f3f37","10.5285/eb9f4320-3c8e-4bfe-bb58-9a6df63f3f37","doi:10.5285/eb9f4320-3c8e-4bfe-bb58-9a6df63f3f37"],"resourceType":"Dataset","ror":["https://ror.org/041kmwe10","https://ror.org/04xw4m193"],"shortenedDescription":"The dataset describes the effect of soil type, soil sterilisation and drought treatment on survival rate and growth of Howea belmoreana and Howea forsteriana, grown from seed in an experiment on Lord Howe Island for 30 months. The data describe the number of surviving…","state":"published","title":"Phenotypic measurements of Howea belmoreana and Howea forsteriana from a common garden experiment on Lord Howe Island","topic":["0/Evolutionary ecology/"],"version":1.0,"view":["public","phtr"]},{"authorAffiliation":["University of Oxford"],"authorFamilyName":["Beck","Firth","McMahon","Croft","Cole","Sheldon"],"authorFullName":["Beck, K.B.","Firth, J.A.","McMahon, K.","Croft, S.","Cole, E.F.","Sheldon, B."],"authorGivenName":["K.B.","J.A.","K.","S.","E.F.","B."],"authorOrcid":["https://orcid.org/0000-0002-5027-0207","https://orcid.org/0000-0001-7183-4115","https://orcid.org/0000-0002-2689-946X","https://orcid.org/0000-0002-5240-7828"],"authorRor":["https://ror.org/052gg0110"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset contains information about the recordings of great tits, blue tits, marsh tits and nuthatches discovering novel food patches in relation to manipulated local population densities (see 1a4dcbb3-c4fb-4bd4-acb3-d03932de9323). Prior to and during the density manipulation experiment, novel feeders were placed at random locations and the discovery of these was recorded using a Passive Integrated Transponder (PIT) tag attached to each bird and the information recorded using a Radio Frequency Identification (RFID) antenna within the feeder. The experiment took place in Wytham Woods, Oxfordshire, UK between January and March 2021, as part of a study on the effects of ecological factors on social structure and information transmission. Data collection was performed by Keith McMahon, Sam Croft and Kristina Beck. The work was supported by the Natural Environment Research Council (Grant NE/S010335/1), The ecology of behavioural contagion in natural systems. ","documentType":"GEMINI_DOCUMENT","familyName":["Sheldon","Beck","Firth","McMahon","Croft","Cole"],"fullName":["Sheldon, B.","Beck, K.B.","Firth, J.A.","McMahon, K.","Croft, S.","Cole, E.F."],"funder":["Natural Environment Research Council"],"givenName":["B.","K.B.","J.A.","K.","S.","E.F."],"grant":["NE/S010335/1"],"identifier":"e250ae89-2e1f-4664-9092-5a8593d50fdf","incomingCitationCount":0,"keyword":["Animal behaviour","ornithology","experiment","patch discovery"],"keywordsOther":["ornithology","experiment","patch discovery"],"keywordsTheme":["Animal behaviour"],"licence":"Open government licence","lineage":"Automated bird feeders were used to collect the described data. Each of the feeders had one access hole with a clear flap and an inbuilt Radio Frequency Identification (RFID) antenna within the perch. All birds equipped with a Passive Integrated Transponder (PIT) tag that landed on the perch were recorded, and the time and date of visits stored on a secure digital (SD) card. Feeders were visited every two to three days, to refill food, check feeder performance and collect data. For the final dataset, erroneous recordings (e.g. entries with a wrong date or tag number) were removed. Data are provided as comma separated value file for deposit into the EIDC.","locations":["POLYGON((-1.347 51.762, -1.347 51.781, -1.316 51.781, -1.316 51.762, -1.347 51.762))"],"metadataDate":"2026-06-29T18:01:18.000Z","orcid":["https://orcid.org/0000-0002-5240-7828","https://orcid.org/0000-0002-5027-0207","https://orcid.org/0000-0001-7183-4115","https://orcid.org/0000-0002-2689-946X"],"organisation":["University of Oxford","NERC EDS Environmental Information Data Centre"],"publicationDate":"2022-03-07T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/e250ae89-2e1f-4664-9092-5a8593d50fdf","10.5285/e250ae89-2e1f-4664-9092-5a8593d50fdf","doi:10.5285/e250ae89-2e1f-4664-9092-5a8593d50fdf"],"resourceType":"Dataset","rightsHolder":["University of Oxford"],"ror":["https://ror.org/052gg0110","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset contains information about the recordings of great tits, blue tits, marsh tits and nuthatches discovering novel food patches in relation to manipulated local population densities (see 1a4dcbb3-c4fb-4bd4-acb3-d03932de9323). Prior to and during the density…","state":"published","title":"Recordings of the discovery of novel food patches in common woodland birds in Wytham Woods, Oxfordshire, UK 2021","topic":["0/Animal behaviour/"],"version":1.0,"view":["public","danor"]},{"authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorFamilyName":["Iwanicka","Duarte","Stephens","Tang"],"authorFullName":["Iwanicka, A.","Duarte, F.","Stephens, A.","Tang, S."],"authorGivenName":["A.","F.","S."],"authorRor":["https://ror.org/00pggkr55"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"Data comprise monthly ammonia air concentrations from UK CEH ALPHA® (Adapted Low-cost Passive High Absorption) samplers co-located with UKEAP DELTA sites for the period of time from January 2021 to December 2021. The UK Eutrophying and Acidifying atmospheric Pollutants (UKEAP) network measures air pollutants at rural sites across the UK. Originally the purpose of these measurements was for a calibrated ALPHA® uptake rate for the UK CEH Edinburgh research laboratory. Samplers are exposed in monthly cycles at the beginning of each month.","documentType":"GEMINI_DOCUMENT","familyName":["Iwanicka","Duarte","Stephens","Tang"],"fullName":["Iwanicka, A.","Duarte, F.","Stephens, A.","Tang, S."],"funder":["Natural Environment Research Council"],"givenName":["A.","F.","S.","Agata"],"grant":["NE/R016429/1"],"identifier":"ab6e6c87-0433-4b13-bf6c-24c81359cde3","incomingCitationCount":0,"keyword":["UKEAP","passive sampler","ammonia","Ammonia monitoring"],"keywordsOther":["passive sampler","ammonia","Ammonia monitoring"],"keywordsProject":["UKEAP"],"licence":"Open government licence","lineage":"Local site operator duties are completed by UK Centre for Ecology and Hydrology (UKCEH) staff and Agri-Food and Biosciences Institute (AFBI) staff at Hillsborough and analysis is completed by UKCEH Edinburgh. Data analysis and preparation is conducted using the AAGA (Ammonia Acids Gases and Aerosols) data processing tool. AAGA is a database designed to introduce more reliable, reproductible and traceable way of handling data from ALPHA® samplers.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-06-29T17:04:38.000Z","organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"publicationDate":"2023-10-19T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/ab6e6c87-0433-4b13-bf6c-24c81359cde3","10.5285/ab6e6c87-0433-4b13-bf6c-24c81359cde3","doi:10.5285/ab6e6c87-0433-4b13-bf6c-24c81359cde3"],"resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"Data comprise monthly ammonia air concentrations from UK CEH ALPHA® (Adapted Low-cost Passive High Absorption) samplers co-located with UKEAP DELTA sites for the period of time from January 2021 to December 2021. The UK Eutrophying and Acidifying atmospheric Pollutants…","state":"published","title":"Monthly ammonia measurements from passive samplers using ALPHA® PTFE1010 membrane at four UK Eutrophying and Acidifying Pollutants (UKEAP) network sites, 2021","version":1.0,"view":["public","shar1"]},{"authorAffiliation":["Cardiff University","Newcastle University"],"authorFamilyName":["Windsor","Vaughan","Durance","Cuff","Ormerod"],"authorFullName":["Windsor, F.M.","Vaughan, I.P.","Durance, I.","Cuff, J.P.","Ormerod, S.J."],"authorGivenName":["F.M.","I.P.","I.","J.P.","S.J."],"authorOrcid":["https://orcid.org/0000-0001-5030-3470","https://orcid.org/0000-0002-7263-3822","https://orcid.org/0000-0002-4138-3349","https://orcid.org/0000-0002-0198-4940","https://orcid.org/0000-0002-8174-302X"],"authorRor":["https://ror.org/03kk7td41","https://ror.org/01kj2bm70"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"The dataset contains stable isotope concentration (d13C and d15N) and community abundance data for a range of aquatic macroinvertebrate taxa measured during a mesocosm drought experiment. The aquatic macroinvertebrates were sampled from four mesocosm system blocks at the Llyn Brianne Experimental Observatory. There were three experimental treatments included within each block (100% [control], 50%, and 10% of the baseflow discharge). Samples were collected before the treatments, and after 30 days of exposure to the treatments. Taxa were identified down to family level for abundance measurements.\n\nThe work was supported by the Natural Environment Research Council (NE/X010597/1), as part of a study to understand ecosystem responses to environmental change through quantifying ecological interactions in freshwater systems.\n","documentType":"GEMINI_DOCUMENT","familyName":["Windsor","Vaughan","Durance","Cuff","Ormerod"],"fullName":["Windsor, F.M.","Vaughan, I.P.","Durance, I.","Cuff, J.P.","Ormerod, S.J."],"funder":["Natural Environment Research Council"],"givenName":["F.M.","I.P.","I.","J.P.","S.J."],"grant":["NE/X010597/1"],"identifier":"a62a2f1c-2ed4-4ec9-b22c-c3b340a63ca5","incomingCitationCount":0,"keyword":["Biodiversity","ecology","stable isotope","macroinvertebrates","Wales","community abundance","freshwater","mesocosm","aquatic mesocosm"],"keywordsOther":["ecology","stable isotope","macroinvertebrates","Wales","community abundance","freshwater","mesocosm","aquatic mesocosm"],"keywordsTheme":["Biodiversity"],"licence":"Open government licence","lineage":"The mesocosm experiment followed a Before-After Control-Impact (BACI) design (Stewart-Oaten & Bence, 2001), and included a 6-month colonisation period (January to July 2023). Discharge treatments were generated by adjusting intake valves on the individual mesocosms, measuring the depth of the water and using pre-existing stage-discharge curves to calculate reductions in flow. Hess samplers (165cm2, 500um mesh gauge) were used to collect macroinvertebrates at each sampling point.\n\nStable isotope data were generated at UK Centre for Ecology and Hydrology (UKCEH) and reformatted for archiving. Concentrations of d13C and d15N were measured using a Flash EA 1112 Series Elemental Analyzer connected via a Conflo III to a DeltaPlus XP IRMS (Thermo Finnigan, Bremen, Germany).\n\nInternational reference materials USGS40 and USGS41a (both L-glutamic acid) were used as standards for d13C and d15N and duplicated with each batch of samples. Additionally, the USGS40 was used as a reference material for carbon and nitrogen concentrations. \n","locations":["POLYGON((-3.753 52.132, -3.753 52.133, -3.752 52.133, -3.752 52.132, -3.753 52.132))"],"metadataDate":"2026-06-29T17:03:56.000Z","orcid":["https://orcid.org/0000-0001-5030-3470","https://orcid.org/0000-0002-7263-3822","https://orcid.org/0000-0002-4138-3349","https://orcid.org/0000-0002-0198-4940","https://orcid.org/0000-0002-8174-302X"],"organisation":["Cardiff University","Newcastle University","NERC EDS Environmental Information Data Centre"],"publicationDate":"2025-01-27T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/a62a2f1c-2ed4-4ec9-b22c-c3b340a63ca5","10.5285/a62a2f1c-2ed4-4ec9-b22c-c3b340a63ca5","doi:10.5285/a62a2f1c-2ed4-4ec9-b22c-c3b340a63ca5"],"resourceType":"Dataset","rightsHolder":["Cardiff University"],"ror":["https://ror.org/03kk7td41","https://ror.org/01kj2bm70","https://ror.org/04xw4m193"],"shortenedDescription":"The dataset contains stable isotope concentration (d13C and d15N) and community abundance data for a range of aquatic macroinvertebrate taxa measured during a mesocosm drought experiment. The aquatic macroinvertebrates were sampled from four mesocosm system blocks at…","state":"published","title":"Stable isotope and community abundance data from freshwater macroinvertebrates collected during a mesocosm-based drought experiment","topic":["0/Biodiversity/"],"version":1.0,"view":["public","jashun"]},{"authorAffiliation":["University of Oxford","Aarhus University","Highlands Rewilding Ltd"],"authorFamilyName":["Warner","Hector","Kristensen","Brown","Whitehorn","Atkinson"],"authorFullName":["Warner, E.","Hector, A.","Kristensen, J.A.","Brown, C.","Whitehorn, P.","Atkinson, C."],"authorGivenName":["E.","A.","J.A.","C.","P."],"authorOrcid":["https://orcid.org/0000-0003-2236-9725","https://orcid.org/0000-0002-1309-7716","https://orcid.org/0000-0001-7168-9405"],"authorRor":["https://ror.org/052gg0110","https://ror.org/01aj84f44"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset contains baseline soil carbon and nitrogen content within a native forest creation site on the Beldorney Estate, Aberdeenshire, Scotland. 17 samples were collected on a 100 m grid at the site prior to planting. The 100 m grid was extended into adjacent grassland that won’t be planted and 8 additional samples were collected. The 100 m grid samples were all collected in September 2022. Within the planting area 17 plots were left unplanted, these will be used to track natural tree regeneration, and additional soil samples were collected here in November 2022. Soil carbon and nitrogen content will be tracked at the site as the planted and naturally regenerating trees establish.\n\nThe work was supported by Natural Environment Research Council (NE/W004976/1) as part of the Agile Initiative at the Oxford Martin School and Leverhulme Trust as part of the Leverhulme Centre for Nature Recovery at the University of Oxford. ","documentType":"GEMINI_DOCUMENT","familyName":["Warner","Hector","Kristensen","Brown","Whitehorn","Atkinson"],"fullName":["Warner, E.","Hector, A.","Kristensen, J.A.","Brown, C.","Whitehorn, P.","Atkinson, C."],"funder":["Natural Environment Research Council"],"givenName":["E.","A.","J.A.","C.","P."],"grant":["NE/W004976/1"],"identifier":"75fc1418-b0ff-4dca-9b78-70c3c82d94b7","incomingCitationCount":0,"keyword":["Soil","Soil carbon","soil nitrogen","native woodland planting","grassland"],"keywordsOther":["Soil carbon","soil nitrogen","native woodland planting","grassland"],"keywordsTheme":["Soil"],"licence":"Open government licence","lineage":"Soil samples were collected using an auger in September and November 2022. Samples were dried, sieved, and weighed in the lab. Subsamples of the sieved soil were ground and analysed for soil carbon and nitrogen content using an elemental analyser.","locations":["POLYGON((-2.975 57.403, -2.975 57.412, -2.962 57.412, -2.962 57.403, -2.975 57.403))"],"metadataDate":"2026-06-29T17:27:01.000Z","orcid":["https://orcid.org/0000-0003-2236-9725","https://orcid.org/0000-0002-1309-7716","https://orcid.org/0000-0001-7168-9405"],"organisation":["University of Oxford","Aarhus University","Highlands Rewilding Ltd","NERC EDS Environmental Information Data Centre"],"publicationDate":"2024-09-05T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/75fc1418-b0ff-4dca-9b78-70c3c82d94b7","10.5285/75fc1418-b0ff-4dca-9b78-70c3c82d94b7","doi:10.5285/75fc1418-b0ff-4dca-9b78-70c3c82d94b7"],"resourceType":"Dataset","rightsHolder":["University of Oxford","Highlands Rewilding Ltd"],"ror":["https://ror.org/052gg0110","https://ror.org/01aj84f44","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset contains baseline soil carbon and nitrogen content within a native forest creation site on the Beldorney Estate, Aberdeenshire, Scotland. 17 samples were collected on a 100 m grid at the site prior to planting. The 100 m grid was extended into adjacent…","state":"published","title":"Baseline soil carbon and nitrogen content in a woodland creation experiment, Aberdeenshire, Scotland, 2022","topic":["0/Soil/"],"version":1.0,"view":["public","shar1"]},{"authorAffiliation":["Asian Institute of Technology"],"authorFamilyName":["Pal","Mukhopadhyay"],"authorFullName":["Pal, I.","Mukhopadhyay, A."],"authorGivenName":["Indrajit","Anirban"],"authorOrcid":["https://orcid.org/0000-0002-8743-8122","https://orcid.org/0000-0003-3340-6202"],"authorRor":["https://ror.org/0403qcr87"],"availability":"Embargoed","catalogue":"eidc","dataFormat":["Shapefile","TIFF"],"description":"The Indian Sundarban delta, part of the Sundarbans in West Bengal, exhibits diverse land use and land cover including dense mangroves, tidal creeks, mudflats, agricultural fields, aquaculture ponds, and settlements. LULC data supports monitoring of coastal erosion, salinity intrusion, cyclone impacts, and ecosystem-based management planning. \n\nLand Use-Land Cover (LULC) data for the years 1990, 1998, 2000, 2008, 2010, 2019, and 2021 were prepared using satellite imagery downloaded from the United States Geological Survey (USGS) EarthExplorer portal. Appropriate Landsat sensors corresponding to each time period were selected to ensure data consistency and availability. Landsat 5 Thematic Mapper (TM) images were used for 1990, 1998, and 2000, while Landsat 7 Enhanced Thematic Mapper Plus (ETM+) data were used for 2008 and 2010. For recent years, 2019 and 2021 were a derived product of ESRI land use land cover open source data\n\nAll images were selected with minimal cloud cover and downloaded as Level-1 products. Pre-processing steps included radiometric correction, atmospheric correction, layer stacking, and subsetting to the study area. Subsequently, supervised classification using training samples was conducted to generate LULC maps. The classified outputs were then validated and reclassified into consistent land-cover categories to enable temporal comparison and change detection across the selected years.","documentType":"GEMINI_DOCUMENT","familyName":["Pal","Mukhopadhyay"],"fullName":["Indrajit Pal","Pal, I.","Mukhopadhyay, A."],"funder":["Natural Environment Research Council"],"givenName":["Indrajit","Anirban"],"grant":["NE/S008926/1"],"identifier":"6f56ad04-c622-49f9-9326-386f17dcd44a","incomingCitationCount":0,"keyword":["Land use","Land cover","Indian Sundarbans","Sundarbans","land use","land use classification","Land use land cover","GBM-I","Ganges Brahmaputra Meghna Delta"],"keywordsOther":["Indian Sundarbans","Sundarbans","land use","land use classification","Land use land cover","GBM-I","Ganges Brahmaputra Meghna Delta"],"keywordsTheme":["Land use","Land cover"],"licence":"Open government licence","lineage":"The LULC datasets were subject to multiple verification and quality control steps to ensure consistency and reliability. Historical LULC information for 1990, 1998, 2000, 2008, 2010, and 2019 obtained from government reports and previously demarcated as particular class (Such as agriculture , Huge waterbody etc).Spatial consistency was checked by overlaying the datasets with high-resolution imagery available from Google Maps, and visually-verified selected reference points.\n\nFor recent datasets (2019 and 2021), land-cover products derived from ESRI were used. These datasets were further calibrated and validated by ground truthing through field-based GPS observations collected during the study period (2022 - 2023). Ground control points were compared with classified land-cover categories to assess positional accuracy. Additional cross-checking, attribute correction, and consistency checks across years were performed to ensure temporal comparability and overall data quality.\n\nAdvanced AI-based land classification models were used to generate high-resolution land use - land cover maps by training algorithms with billions of human-labeled image pixels. These models were applied to the complete annual archive of imagery from the Sentinel-2(10 Meter Resolution ) Earth observation mission, processing more than two million scenes using six spectral bands. The approach produced a consistent nine-class land cover map, including vegetation types, cropland, water, bare land, and built-up areas. The datasets are available through the ArcGIS Living Atlas of the World and provide accurate, high-resolution information that supports land-use planning, resource management, and decision-making by governments and planners worldwide.","locations":["POLYGON((88.006 21.494, 88.006 22.218, 89.066 22.218, 89.066 21.494, 88.006 21.494))"],"metadataDate":"2026-06-27T18:54:58.000Z","orcid":["https://orcid.org/0000-0002-8743-8122","https://orcid.org/0000-0003-3340-6202"],"organisation":["Asian Institute of Technology","Newcastle University","NERC EDS Environmental Information Data Centre"],"publicationDate":"2026-05-19T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/6f56ad04-c622-49f9-9326-386f17dcd44a","10.5285/6f56ad04-c622-49f9-9326-386f17dcd44a","doi:10.5285/6f56ad04-c622-49f9-9326-386f17dcd44a"],"resourceType":"Dataset","rightsHolder":["Newcastle University"],"ror":["https://ror.org/0403qcr87","https://ror.org/01kj2bm70","https://ror.org/04xw4m193"],"shortenedDescription":"The Indian Sundarban delta, part of the Sundarbans in West Bengal, exhibits diverse land use and land cover including dense mangroves, tidal creeks, mudflats, agricultural fields, aquaculture ponds, and settlements. LULC data supports monitoring of coastal erosion,…","state":"published","title":"Land use and land cover data of the Indian Ganges Brahmaputra Meghna Delta, 1990-2021","topic":["0/Land use/","0/Land cover/"],"version":1.0,"view":["public","jashun"]},{"authorAffiliation":["University of York","UK Centre for Ecology & Hydrology"],"authorFamilyName":["Wilson","Pescott"],"authorFullName":["Wilson, O.J.","Pescott, O.L."],"authorGivenName":["O.J.","Oliver L."],"authorOrcid":["https://orcid.org/0000-0002-1834-7542","https://orcid.org/0000-0002-0685-8046"],"authorRor":["https://ror.org/04m01e293","https://ror.org/00pggkr55"],"availability":"Available","catalogue":"eidc","dataFormat":["TIFF"],"description":"This dataset consists of spatially explicit (1 km gridded) metrics of climate change \"exposure\" (i.e. an index of the amount of expected change in a location) derived from quantifying the difference in observed historical and predicted future climatic conditions. Four comparisons are included between five discrete time periods: 1901–1930 v. 1961–1990; 1961–1990 v. 2010–2019; 2010–2019 v. 2021–2040; and 2021–2040 v. 2061–2080.","documentType":"GEMINI_DOCUMENT","familyName":["Pescott","Wilson"],"fullName":["Pescott, O.L.","Wilson, O.J."],"funder":["Natural Environment Research Council"],"givenName":["Oliver L.","O.J."],"grant":["NE/R016429/1"],"identifier":"d370cda8-7d3d-4b62-8d09-23711aa18ac2","incomingCitationCount":1,"keyword":["UK-SCAPE","National Plant Monitoring Scheme","climate change","monitoring","ecological monitoring","habitat","climate change exposure"],"keywordsOther":["climate change","monitoring","ecological monitoring","habitat","climate change exposure"],"keywordsProject":["UK-SCAPE","National Plant Monitoring Scheme"],"licence":"Open government licence","lineage":"For historical and contemporary climate periods, we considered the early 20th Century (1901–1930), mid-late 20th Century (1961–1990), and the last decade (2010–2020). For each period, HadUK-Grid data on monthly precipitation and maximum, minimum and mean temperatures were downloaded at 1 x 1 km resolution; averages for the 1961–1990 period were available, since this is a widely used climate “normal” period; for the other periods annual data were averaged together to create long-term mean datasets. UKCP18 Local data for the coming decades (2021–2040) and later 21st Century (2061–2080) were downloaded at 5 x 5 km resolution and resampled to 1km resolution using bilinear interpolation to match the HadUK-Grid data.\n\nFor each time period, an extended set of 37 bioclimatic variables were produced from the monthly climate data. These variables were scaled and their dimensionality reduced using a Principal Components Analysis. The first two principal components (PCs), generally reflecting gradients from warmer and drier to cooler and wetter conditions (PC1, 58.25% of total variance) and from wetter (especially in winter) to more temperature-stable conditions (PC2, 21.43% of total variance), were used as a summary of the resulting multivariate climatic “space”. The Euclidean distance between pixels’ (i.e. 1 km sites’) positions in PC1–PC2 space (weighted by the PCs’ eigenvalues) in adjacent time points was calculated and used as an index of a locations’ climate change exposure through time; this approach was used for all four of the time period comparisons deposited here.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-06-30T16:29:22.000Z","orcid":["https://orcid.org/0000-0002-0685-8046","https://orcid.org/0000-0002-1834-7542"],"organisation":["UK Centre for Ecology & Hydrology","University of York","NERC EDS Environmental Information Data Centre","Joint Nature Conservation Committee","Plantlife","Botanical Society of Britain and Ireland"],"publicationDate":"2023-05-12T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/d370cda8-7d3d-4b62-8d09-23711aa18ac2","10.5285/d370cda8-7d3d-4b62-8d09-23711aa18ac2","doi:10.5285/d370cda8-7d3d-4b62-8d09-23711aa18ac2"],"resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology","Joint Nature Conservation Committee","Plantlife","Botanical Society of Britain and Ireland"],"ror":["https://ror.org/00pggkr55","https://ror.org/04m01e293","https://ror.org/04xw4m193","https://ror.org/05tzsrw37","https://ror.org/02krbn758"],"shortenedDescription":"This dataset consists of spatially explicit (1 km gridded) metrics of climate change \"exposure\" (i.e. an index of the amount of expected change in a location) derived from quantifying the difference in observed historical and predicted future climatic conditions. Four…","state":"published","title":"Climate change exposure estimates for the UK at 1 km resolution, 1901-2080","version":1.0,"view":["public","tinzha"]},{"authorAffiliation":["Manchester Metropolitan University","Cornell University","Embrapa Amazônia Oriental","Stockholm Environment Institute","University of Oxford","Universidade Estadual Paulista 'Júlio de Mesquita Filho'","Pontifícia Universidade Católica do Rio Grande do Sul","Lancaster University"],"authorFamilyName":["Lees","Moura","Franca","Ferreira","Gardner","Berenguer","Chesini","Andertti","Barlow"],"authorFullName":["Lees, A.","Moura, N.","Franca, F.M.","Ferreira, J.N.","Gardner, T.","Berenguer, E.","Chesini, L.","Andertti, C.","Barlow, J."],"authorGivenName":["A.","N.","F.M.","J.N.","T.","E.","L.","C.","J."],"authorOrcid":["https://orcid.org/0000-0001-7603-9081","https://orcid.org/0000-0003-3827-1917","https://orcid.org/0000-0002-4008-2341","https://orcid.org/0000-0002-4007-2936","https://orcid.org/0000-0001-8157-8792","https://orcid.org/0000-0002-9937-3979","https://orcid.org/0000-0003-4125-5344","https://orcid.org/0000-0003-4992-2594"],"authorRor":["https://ror.org/02hstj355","https://ror.org/05bnh6r87","https://ror.org/052gg0110","https://ror.org/025vmq686","https://ror.org/04f2nsd36"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This data set includes longitudinal occurrence of bird species at 36 forest plots – half of which burned during the 2015-16 El Niño drought – distributed across a gradient of prior human disturbance in the Brazilian Amazon. Data was collected in 2010 and 2016 (around 6 years before, and one year after the 2015-16 El Niño, respectively) as part of the projects 'Assessing ENSO-induced Fire Impacts in tropical Rainforest Ecosystems' (AFIRE) and 'Biodiversity and Ecosystem Functioning in degraded and recovering Amazonian and Atlantic Forests' (ECOFOR), within the NERC Human-Modified Tropical Forest (HTMF) programme.","documentType":"GEMINI_DOCUMENT","familyName":["Lees","Moura","Franca","Ferreira","Gardner","Berenguer","Chesini","Andertti","Barlow"],"fullName":["Lees, A.","Moura, N.","Franca, F.M.","Ferreira, J.N.","Gardner, T.","Berenguer, E.","Chesini, L.","Andertti, C.","Barlow, J."],"funder":["Natural Environment Research Council"],"givenName":["Alexander","A.","N.","F.M.","J.N.","T.","E.","L.","C.","J."],"grant":["NE/K016431/1","NE/P004512/1"],"identifier":"4b05caee-a3c8-46a7-b675-e5a94554bd9f","incomingCitationCount":0,"keyword":["Biodiversity and Ecosystem Functioning in degraded and recovering Amazonian and Atlantic Forests (ECOFOR)","Assessing ENSO-induced Fire Impacts in tropical Rainforest Ecosystems (AFIRE) ","Human-Modified Tropical Forest (HTMF) programme","Biodiversity","Climate and climate change","bird","fire","drought"],"keywordsOther":["bird","fire","drought"],"keywordsProject":["Biodiversity and Ecosystem Functioning in degraded and recovering Amazonian and Atlantic Forests (ECOFOR)","Assessing ENSO-induced Fire Impacts in tropical Rainforest Ecosystems (AFIRE) ","Human-Modified Tropical Forest (HTMF) programme"],"keywordsTheme":["Biodiversity","Climate and climate change"],"licence":"Open government licence","lineage":"In 2010 and 2016, bird sampling occurred along 300-m forest plots at the same three sampling points (0, 150 and 300m). All bird species seen or heard were recorded through two repetitions of three 15-min, 75-m fixed-width point counts per plot. Surveys were undertaken between 15 min before dawn and 09:30, only in days without persistent rain and/or strong winds. Point counts were recorded with solid-state recorders. Seasonal and temporal variation in bird vocal activity were minimized by systematically rotating repetitions between catchments and study plots. Datasets were processed by tropical bird specialists, and were then transferred to the programme data manager of the HMTF programme.","locations":["POLYGON((-55 -3.3, -55 -2.3, -54.3 -2.3, -54.3 -3.3, -55 -3.3))"],"metadataDate":"2026-06-29T16:23:35.000Z","orcid":["https://orcid.org/0000-0001-7603-9081","https://orcid.org/0000-0003-3827-1917","https://orcid.org/0000-0002-4008-2341","https://orcid.org/0000-0002-4007-2936","https://orcid.org/0000-0001-8157-8792","https://orcid.org/0000-0002-9937-3979","https://orcid.org/0000-0003-4125-5344","https://orcid.org/0000-0003-4992-2594"],"organisation":["Manchester Metropolitan University","Cornell University","Embrapa Amazônia Oriental","Stockholm Environment Institute","University of Oxford","Universidade Estadual Paulista 'Júlio de Mesquita Filho'","Pontifícia Universidade Católica do Rio Grande do Sul","Lancaster University","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"publicationDate":"2018-12-13T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/4b05caee-a3c8-46a7-b675-e5a94554bd9f","10.5285/4b05caee-a3c8-46a7-b675-e5a94554bd9f","doi:10.5285/4b05caee-a3c8-46a7-b675-e5a94554bd9f"],"resourceType":"Dataset","ror":["https://ror.org/02hstj355","https://ror.org/05bnh6r87","https://ror.org/052gg0110","https://ror.org/025vmq686","https://ror.org/04f2nsd36","https://ror.org/04xw4m193"],"shortenedDescription":"This data set includes longitudinal occurrence of bird species at 36 forest plots – half of which burned during the 2015-16 El Niño drought – distributed across a gradient of prior human disturbance in the Brazilian Amazon. Data was collected in 2010 and 2016 (around…","state":"published","title":"Avifauna occurrence data from a longitudinal experiment in human-modified Amazonian forests affected by the 2015-16 El Niño drought and associated fires","topic":["0/Biodiversity/","0/Climate and climate change/"],"version":1.0,"view":["public","clwe"]},{"authorAffiliation":["Newcastle University","Fathom","University of Bristol","UK Centre for Ecology & Hydrology","Unaffiliated"],"authorFamilyName":["Lewis","Quinn","Blenkinsop","Fowler","Freer","Tanguy","Hitt","Coxon","Bates","Woods","Fry","Chevuturi","Swain","White"],"authorFullName":["Lewis, E.","Quinn, N.","Blenkinsop, S.","Fowler, H.J.","Freer, J.","Tanguy, M.","Hitt, O.","Coxon, G.","Bates, P.","Woods, R.","Fry, M.","Chevuturi, A.","Swain, O.","White, S.M."],"authorGivenName":["E.","N.","S.","H.J.","J.","M.","O.","G.","P.","R.","A.","S.M."],"authorOrcid":["https://orcid.org/0000-0002-7471-9988","https://orcid.org/0000-0001-8676-608X","https://orcid.org/0000-0003-0790-6545","https://orcid.org/0000-0001-8848-3606","https://orcid.org/0000-0001-6388-7890","https://orcid.org/0000-0002-1516-6834","https://orcid.org/0000-0003-3100-4904","https://orcid.org/0000-0002-8837-460X","https://orcid.org/0000-0001-9192-9963","https://orcid.org/0000-0002-5732-5979","https://orcid.org/0000-0003-1142-4039","https://orcid.org/0000-0003-2815-7221","https://orcid.org/0000-0002-3192-9969"],"authorRor":["https://ror.org/01kj2bm70","https://ror.org/0524sp257","https://ror.org/00pggkr55"],"availability":"Available","catalogue":"eidc","dataFormat":["NetCDF"],"description":"The dataset contains 1km gridded estimates of hourly rainfall for Great Britain for the period 1990-2016. The estimates are derived by applying the nearest neighbour interpolation method to a national database of hourly raingauge observations collated by Newcastle University and the UK Centre for Ecology & Hydrology (UKCEH). These interpolated hourly estimates were then used to temporally disaggregate the CEH-GEAR daily rainfall dataset. The estimated rainfall on a given hour refers to the rainfall amount accumulated in the previous hour.\n\nThe dataset also contains data indicating the distance between the grid point and the closest recording raingauge used in its interpolation. When this distance is greater than 50km, or there is zero rainfall recorded in the closest gauge, the daily value is disaggregated using a design storm. The dataset therefore also contains a flag indicating if the design storm was used. These data are provided as an indicator of the quality of the estimates.","documentType":"GEMINI_DOCUMENT","familyName":["Lewis","Quinn","Blenkinsop","Fowler","Freer","Tanguy","Hitt","Coxon","Bates","Woods","Fry","Chevuturi","Swain","White"],"fullName":["Lewis, E.","Quinn, N.","Blenkinsop, S.","Fowler, H.J.","Freer, J.","Tanguy, M.","Hitt, O.","Coxon, G.","Bates, P.","Woods, R.","Fry, M.","Chevuturi, A.","Swain, O.","White, S.M."],"funder":["Natural Environment Research Council","European Research Council"],"givenName":["E.","N.","S.","H.J.","J.","M.","O.","G.","P.","R.","A.","S.M."],"grant":["NE/I006680/1","NE/S017380/1","NE/K00896X/1","ERC-2013-CoG-617329 "],"identifier":"fc9423d6-3d54-467f-bb2b-fc7357a3941f","incomingCitationCount":3,"keyword":["Gridded estimates of areal rainfall (GEAR)","Flood and Droughts Digital Research Infrastructure (FDRI)","Climate and climate change","CEH-GEAR","subdaily rainfall","rainfall"],"keywordsOther":["CEH-GEAR","subdaily rainfall","rainfall"],"keywordsProject":["Gridded estimates of areal rainfall (GEAR)","Flood and Droughts Digital Research Infrastructure (FDRI)"],"keywordsTheme":["Climate and climate change"],"licence":"Open government licence","lineage":"The hourly rainfall estimates are derived from the temporal disaggregation of the CEH-GEAR daily data using hourly gauge data. This methodology ensures that the daily totals of the CEH-GEAR daily and 1hr datasets are consistent. The hourly gauge data is from the Met Office, the England Environment Agency (EA), Natural Resources Wales (NRW) and the Scottish Environmental Protection Agency (SEPA). The CEH-GEAR daily data is derived from the Met Office national database of observed precipitation. The nearest neighbour interpolation methodology was used to generate the gridded hourly estimates which were subsequently used to disaggregate the daily data.\n\nA quality control protocol was established in order to identify and reject erroneous hourly values in the gauge rainfall input dataset. The quality control procedure is a three step process:\n1) The gauge data is compared to the gridded CEH-GEAR daily dataset to identify suspect gauges\n2) A series of quality control tests are applied to identify suspect values at all gauges which are marked with a quality control flag\n3) Combinations of quality control flags for a given hourly accumulation are used to determine which flagged data are treated as erroneous values and thus excluded from the gauge records.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-06-29T16:02:13.000Z","orcid":["https://orcid.org/0000-0002-7471-9988","https://orcid.org/0000-0001-8676-608X","https://orcid.org/0000-0003-0790-6545","https://orcid.org/0000-0001-8848-3606","https://orcid.org/0000-0001-6388-7890","https://orcid.org/0000-0002-1516-6834","https://orcid.org/0000-0003-3100-4904","https://orcid.org/0000-0002-8837-460X","https://orcid.org/0000-0001-9192-9963","https://orcid.org/0000-0002-5732-5979","https://orcid.org/0000-0003-1142-4039","https://orcid.org/0000-0003-2815-7221","https://orcid.org/0000-0002-3192-9969"],"organisation":["Newcastle University","Fathom","University of Bristol","UK Centre for Ecology & Hydrology","Unaffiliated","NERC EDS Environmental Information Data Centre","Natural Environment Research Council"],"publicationDate":"2022-01-27T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/fc9423d6-3d54-467f-bb2b-fc7357a3941f","10.5285/fc9423d6-3d54-467f-bb2b-fc7357a3941f","doi:10.5285/fc9423d6-3d54-467f-bb2b-fc7357a3941f"],"resourceType":"Dataset","rightsHolder":["Natural Environment Research Council"],"ror":["https://ror.org/01kj2bm70","https://ror.org/0524sp257","https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"The dataset contains 1km gridded estimates of hourly rainfall for Great Britain for the period 1990-2016. The estimates are derived by applying the nearest neighbour interpolation method to a national database of hourly raingauge observations collated by Newcastle University…","state":"published","title":"Gridded estimates of hourly areal rainfall for Great Britain 1990-2016 [CEH-GEAR1hr] v2","topic":["0/Climate and climate change/"],"version":2.0,"view":["public","crimar"]}],"rows":20,"url":"http://catalogue.ceh.ac.uk:443/eidc/documents?page=4&facet=funder%7C(Natural%20Environment%20Research%20Council%20OR%20Frankfurt%20Zoological%20Society)"}