{"numFound":28,"page":1,"rows":20,"url":"http://catalogue.ceh.ac.uk/eidc/documents?facet=topic%7C0%2FEcosystem+services%2F","nextPage":"http://catalogue.ceh.ac.uk/eidc/documents?page=2&facet=topic%7C0%2FEcosystem+services%2F","results":[{"publicationDate":"2017-12-18T00:00:00.000+00:00","authorAffiliation":["University of Edinburgh","University of Zimbabwe","Universidade Eduardo Mondlane","Universidade Lurio","Universidade Zambeze","Centro polivalente Leão Dehon"],"authorGivenName":["E.","I","A.","C.M.","O.","I.A.","A.A.","S.N.","J.F.","L.","M.","S.","H.","D.","C.","A.M.","N.","L.P.","F.","P."],"authorFamilyName":["Woollen","Grundy","Bechel","Ryan","Nhaduco","Daude","Manguiao","Da Costa","Lisboa","Junior","Mutemba","Pais","Zavale","Cumbula","Xerinda","Buque","Meneses","Rodrigues","Mário","Ribeiro","Domingos","Mbandze","Armando","Jennings"],"authorFullName":["Woollen, E.","Grundy, I.","Bechel, A.","Ryan, C.M.","Nhaduco, O.","Daude, I.A.","Manguiao, A.A.","Da Costa, A.A.","Lisboa, S.N.","Junior, J.F.","Mutemba, L.","Pais, A.","Zavale, M.","Cumbula, S.","Xerinda, H.","Buque, H.","Meneses, D.","Rodrigues, C.","Mário, A.M.","Ribeiro, N.","Domingos, L.P.","Mbandze, A.","Armando, F.","Jennings, P."],"authorOrcid":["https://orcid.org/0000-0002-6504-4835","https://orcid.org/0000-0002-4552-0961","https://orcid.org/0000-0002-1802-0128"],"authorRor":["https://ror.org/01nrxwf90","https://ror.org/04ze6rb18","https://ror.org/05n8n9378","https://ror.org/03sbnrq14","https://ror.org/02azgvq37"],"catalogue":"eidc","description":"The dataset includes lists of local tree names, tree species identification and local uses of trees in seventeen different villages across three Districts in Mozambique, Africa. We collated species lists from seven villages in Mabalane District, Gaza Province, ten villages in Marrupa District, Niassa Province, and ten villages in Gurue District Zambezia Province. Data were collected in Mabalane between May-Sep 2014, Marrupa between May-Aug 2015, and Gurue between Sep-Dec 2015. Lists of local tree names were collated from several forest plots and agricultural field surveys occurring within the sampled villages, and their species identified in the field by the authors and/or from dried and pressed samples by botanists at the Universidade Eduardo Mondlane in Maputo. Tree species uses by local populations were recorded through a mixture of key informant interviews, focus group discussions, village surveys and ad-hoc observations. This dataset was collected as part of the Ecosystem Services for Poverty Alleviation (ESPA) funded ACES project , which aims to understand how changing land use impacts on ecosystem services and human wellbeing of the rural poor in Mozambique.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/K010395/1"],"identifier":"52371ef0-855f-40c8-8567-f8965f9cbf03","incomingCitationCount":0,"givenName":["E.","I","A.","C.M.","O.","I.A.","A.A.","S.N.","J.F.","L.","M.","S.","H.","D.","C.","A.M.","N.","L.P.","F.","P."],"familyName":["Woollen","Grundy","Bechel","Ryan","Nhaduco","Daude","Manguiao","Da Costa","Lisboa","Junior","Mutemba","Pais","Zavale","Cumbula","Xerinda","Buque","Meneses","Rodrigues","Mário","Ribeiro","Domingos","Mbandze","Armando","Jennings"],"fullName":["Woollen, E.","Grundy, I.","Bechel, A.","Ryan, C.M.","Nhaduco, O.","Daude, I.A.","Manguiao, A.A.","Da Costa, A.A.","Lisboa, S.N.","Junior, J.F.","Mutemba, L.","Pais, A.","Zavale, M.","Cumbula, S.","Xerinda, H.","Buque, H.","Meneses, D.","Rodrigues, C.","Mário, A.M.","Ribeiro, N.","Domingos, L.P.","Mbandze, A.","Armando, F.","Jennings, P."],"keyword":["Mozambique","Africa","Mabalane District","Gaza Province","Marrupa District","Niassa Province","Gurue District"," Zambezia Province","Ecosystem services","firewood","construction","medicine","cultural","hunting","cultural heritage","food","charcoal"],"keywordsPlace":["Mozambique","Africa","Mabalane District","Gaza Province","Marrupa District","Niassa Province","Gurue District"," Zambezia Province"],"keywordsTheme":["Ecosystem services"],"keywordsOther":["firewood","construction","medicine","cultural","hunting","cultural heritage","food","charcoal"],"licence":"Open government licence","lineage":"All data were quality assured by the first and second author. When in the field, all teams were trained in data collection methods to ensure consistent robust records. All field teams had a translator to translate from the local language to Portuguese or English. All observations recorded in Portuguese were translated to English by the lead author. If several different species were identified for the same local name a preference for the identification made in the field, rather than that of the dried sample, was made, as correct identification of whole trees are more likely to be correct. If identification was very uncertain, species were labelled as 'unknown'. Grouping all recorded local tree names and synonyms into similar sounding/spelled groups to assign a standardized local name was done by the lead for consistency.","locations":["POLYGON((29.68 -27.479, 29.68 -10.347, 42.248 -10.347, 42.248 -27.479, 29.68 -27.479))"],"orcid":["https://orcid.org/0000-0002-6504-4835","https://orcid.org/0000-0002-4552-0961","https://orcid.org/0000-0002-1802-0128"],"organisation":["University of Edinburgh","University of Zimbabwe","Universidade Eduardo Mondlane","Universidade Lurio","Universidade Zambeze","Centro polivalente Leão Dehon","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/52371ef0-855f-40c8-8567-f8965f9cbf03","10.5285/52371ef0-855f-40c8-8567-f8965f9cbf03"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/01nrxwf90","https://ror.org/04ze6rb18","https://ror.org/05n8n9378","https://ror.org/03sbnrq14","https://ror.org/02azgvq37","https://ror.org/04xw4m193"],"state":"published","title":"Local tree names, uses and species identification in Mozambique","topic":["0/Ecosystem services/"],"version":1.0,"view":["public","hajd"],"shortenedDescription":"The dataset includes lists of local tree names, tree species identification and local uses of trees in seventeen different villages across three Districts in Mozambique, Africa. We collated species lists from seven villages in Mabalane District, Gaza Province, ten villages..."},{"publicationDate":"2016-11-03T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology"],"authorGivenName":[" Adam J."],"authorFamilyName":["Vanbergen"],"authorFullName":["Vanbergen, A.J."],"authorOrcid":["https://orcid.org/0000-0001-8320-5535"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"The dataset contains information on the species identity and frequency of all insect-flower interactions recorded in ten birch (Betula spp.) woodland fragments surveyed in 2009 (May-August). The data were collected in two transects (50 x 2m; 15m apart and at least 50m from the woodland edge) randomly situated prior to the onset of flowering in the centre of each wood. Five of the woodland sites were disturbed by cattle grazing, while five were undisturbed. Landowners confirmed that livestock had been absent for at least 70-100 years in undisturbed sites. Where livestock were present, cattle grazing was light to moderate (e.g. 2007: mean = 8.4 cattle ha-1) and long term (mean = 33 years). The dataset comprises 13 columns, 2002 rows and is 218 KB. It gives the site name, geographic coordinates, whether it was disturbed by cattle grazing or not, the wind speed and temperature at time of sampling, the date of sampling, and the identity of the insect and plants interacting (binomial name or recognisable taxonomic unit).","documentType":"GEMINI_DOCUMENT","identifier":"4c058d1f-6166-4606-88a2-d2feaf036a2f","incomingCitationCount":1,"givenName":[" Adam J."],"familyName":["Vanbergen"],"fullName":["Vanbergen, A.J."],"keyword":["Biodiversity","Pollinators","Environmental survey","Ecosystem services","Agriculture","Land use","insect","flower"],"keywordsTheme":["Biodiversity","Pollinators","Environmental survey","Ecosystem services","Agriculture","Land use"],"keywordsOther":["insect","flower"],"licence":"Open government licence","lineage":"From 20/5/2009 to 27/8/2009, the authors quantified insect visitation to flowering plants in 10 birch dominated woods either grazed or ungrazed by cattle. Insect specimens were collected along two standardised transects (50 x 2m; 15m apart) The species identity and frequency of all insect-flower interactions was recorded. Insect flower visitors were collected (netting/pooter/direct capture with vial) in situ and killed with ethyl acetate prior to transport to the laboratory at CEH. Once there specimens were identified under microscope and assigned to a binomial species (wherever possible) by CEH staff following standard keys or where binomial species identification proved impractical (taxonomically difficult groups or damaged specimens) they were assigned to a recognisable taxonomic unit (RTU). The identity and count of each insect specimen were entered directly into an Excel spreadsheet, data were checked for typographic errors by the lead investigator, and then data were aggregated to insect species by field site levels using 'pivot table' function in Excel to create a flat table. This dataset was then formatted to '.csv', metadata provided and archived in EIDC.","locations":["POLYGON((-2.991 57.006, -2.991 57.122, -2.463 57.122, -2.463 57.006, -2.991 57.006))"],"orcid":["https://orcid.org/0000-0001-8320-5535"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/4c058d1f-6166-4606-88a2-d2feaf036a2f","10.5285/4c058d1f-6166-4606-88a2-d2feaf036a2f"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","supplementalDescription":["Vanbergen, A. J., Woodcock, B. A., Gray, A., Grant, F., Telford, A., Lambdon, P., Chapman, D. S., Pywell, R. F., Heard, M. S. and Cavers, S. (2014), Grazing alters insect visitation networks and plant mating systems. Funct Ecol, 28: 178-189"],"title":"Insect-Flower Networks","topic":["0/Biodiversity/","0/Pollinators/","0/Environmental survey/","0/Ecosystem services/","0/Agriculture/","0/Land use/"],"version":1.0,"view":["public","dcmo"],"shortenedDescription":"The dataset contains information on the species identity and frequency of all insect-flower interactions recorded in ten birch (Betula spp.) woodland fragments surveyed in 2009 (May-August). The data were collected in two transects (50 x 2m; 15m apart and at least 50m..."},{"publicationDate":"2019-03-29T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology","Wildlife Farming Company"],"authorGivenName":["J.","B.A.","J.M.","S.","L.","M.","R.F."],"authorFamilyName":["Savage","Woodcock","Bullock","Peyton","Hulmes","Nowakowski","Pywell"],"authorFullName":["Savage, J.","Woodcock, B.A.","Bullock, J.M.","Peyton, J.","Hulmes, S.","Hulmes, L.","Nowakowski, M.","Pywell, R.F."],"authorOrcid":["https://orcid.org/0000-0002-5280-5148","https://orcid.org/0000-0003-0300-9951","https://orcid.org/0000-0003-0529-4020","https://orcid.org/0000-0002-8313-6194","https://orcid.org/0000-0001-8583-540X","https://orcid.org/0000-0003-0637-3708","https://orcid.org/0000-0001-6431-9959"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"The dataset describes the effects of different management techniques on grassland biomass production (dry matter yield), nutritional quality (herbage nitrogen content), pollinator communities (abundance and species richness), predatory beetle communities (abundance, species richness and biomass), and soil health (bulk density, total soil carbon and nitrogen). Data was collected from a site in Berkshire (UK), where a field-scale, randomised block experiment had been implemented to investigate how the establishment of a variety of plant functional groups (grasses, legumes, and other flowering forbs) using different cultivation (minimum tillage and deep ploughing) and management (cutting, grazing and their intensity) techniques, affected the provision of various ecosystem services.","documentType":"GEMINI_DOCUMENT","funder":["Department for Environment Food and Rural Affairs"],"grant":["BD1466"],"identifier":"984b1001-82f1-4ba0-aa1e-412f85d9d24f","incomingCitationCount":0,"givenName":["Joanna","J.","B.A.","J.M.","S.","L.","M.","R.F."],"familyName":["Savage","Woodcock","Bullock","Peyton","Hulmes","Nowakowski","Pywell"],"fullName":["Savage, J.","Woodcock, B.A.","Bullock, J.M.","Peyton, J.","Hulmes, S.","Hulmes, L.","Nowakowski, M.","Pywell, R.F."],"keyword":["Berkshire","Agriculture","Biodiversity","Ecosystem services","Land use","Pollinators","Soil","natural pest control","sustainable intensification","legumes","forbs","pest control","grass","grassland"],"keywordsPlace":["Berkshire"],"keywordsTheme":["Agriculture","Biodiversity","Ecosystem services","Land use","Pollinators","Soil"],"keywordsOther":["natural pest control","sustainable intensification","legumes","forbs","pest control","grass","grassland"],"licence":"Open government licence","lineage":"All surveyors and laboratory workers were trained and followed standardised protocols in all cases. Specific forms were used for recording data in the field and in the lab. The data were checked for anomalous entries. Details of the methodologies have been published (see “other useful information regarding this dataset”).","locations":["POLYGON((-0.703 51.45, -0.703 51.453, -0.698 51.453, -0.698 51.45, -0.703 51.45))"],"orcid":["https://orcid.org/0000-0002-5280-5148","https://orcid.org/0000-0003-0300-9951","https://orcid.org/0000-0003-0529-4020","https://orcid.org/0000-0002-8313-6194","https://orcid.org/0000-0001-8583-540X","https://orcid.org/0000-0003-0637-3708","https://orcid.org/0000-0001-6431-9959"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","Wildlife Farming Company","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/984b1001-82f1-4ba0-aa1e-412f85d9d24f","10.5285/984b1001-82f1-4ba0-aa1e-412f85d9d24f"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","supplementalDescription":["Woodcock, B.A., Savage, J., Bullock, J.M., Nowakowski, M., Orr, R., Tallowin, J.R.B., & Pywell, R.F. (2014). Enhancing floral resources for pollinators in productive agricultural grasslands. Biological Conservation, 171, 44–51.","Woodcock, B.A., Savage, J., Bullock, J.M., Nowakowski, M., Orr, R., Tallowin, J.R.B., & Pywell, R.F. (2013). Enhancing beetle and spider communities in agricultural grasslands: The roles of seed addition and habitat management. Agriculture, Ecosystems & Environment, 167, 79–85."],"title":"Impact of grassland management on biomass production and nutritional quality, invertebrate communities, and soil health in Berkshire (UK) 2009-2012","topic":["0/Agriculture/","0/Biodiversity/","0/Ecosystem services/","0/Land use/","0/Pollinators/","0/Soil/"],"version":1.0,"view":["public","marharv"],"shortenedDescription":"The dataset describes the effects of different management techniques on grassland biomass production (dry matter yield), nutritional quality (herbage nitrogen content), pollinator communities (abundance and species richness), predatory beetle communities (abundance,..."},{"publicationDate":"2018-12-14T00:00:00.000+00:00","authorAffiliation":["University of Glasgow","University of Stirling"],"authorGivenName":["Y. ","L.A","S.","D.M."],"authorFamilyName":["Zheng","Naylor","Waldron","Oliver"],"authorFullName":["Zheng, Y.","Naylor, L.A.","Waldron, S.","Oliver, D.M."],"authorOrcid":["https://orcid.org/0000-0002-7913-8234","https://orcid.org/0000-0002-4065-2674","https://orcid.org/0000-0002-2683-0761","https://orcid.org/0000-0002-6200-562X"],"authorRor":["https://ror.org/00vtgdb53","https://ror.org/045wgfr59"],"catalogue":"eidc","description":"Survey data on knowledge exchange experience of both Chinese and British scientists working on critical zone and more broadly on geoscience. Data are drawn from questionnaire surveys to explore the knowledge management methods used in their environmental research. Data are anonymised social survey data from questionnaires.\n\nThe data were generated during the NERC grant 'The transmissive critical zone: understanding the karst hydrology-biogeochemical interface for sustainable management' reference NE/N007425/1 undertaken as part of the NERC Using Critical Zone Science to Understand Sustaining the Ecosystem Service of Soil & Water (CZO) programme.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/N007425/1"],"identifier":"71fc5250-727b-42ec-85ba-a45770e464b1","incomingCitationCount":0,"givenName":["Ying","Y. ","L.A","S.","D.M."],"familyName":["Zheng","Naylor","Waldron","Oliver"],"fullName":["Zheng, Y.","Naylor, L.A.","Waldron, S.","Oliver, D.M."],"keyword":["Puding County","Guizhou","Yujiang County","Jiangxi","CZO","Soil","Environmental survey","Hydrology","Water quality","Ecosystem services","critical zone","knowledge exchange","red soil","karst"],"keywordsPlace":["Puding County","Guizhou","Yujiang County","Jiangxi"],"keywordsProject":["CZO"],"keywordsTheme":["Soil","Environmental survey","Hydrology","Water quality","Ecosystem services"],"keywordsOther":["critical zone","knowledge exchange","red soil","karst"],"licence":"Open government licence","lineage":"Data are anonymised social survey data from questionnaires conducted to Chinese and British scientists in person or online. Scientists were surveyed from two countries to allow the comparison.","orcid":["https://orcid.org/0000-0002-7913-8234","https://orcid.org/0000-0002-4065-2674","https://orcid.org/0000-0002-2683-0761","https://orcid.org/0000-0002-6200-562X"],"organisation":["University of Glasgow","University of Stirling","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/71fc5250-727b-42ec-85ba-a45770e464b1","10.5285/71fc5250-727b-42ec-85ba-a45770e464b1"],"resourceStatus":"Available","resourceType":"Non-geographic dataset","rightsHolder":["University of Glasgow"],"ror":["https://ror.org/00vtgdb53","https://ror.org/045wgfr59","https://ror.org/04xw4m193"],"state":"published","title":"Survey data of scientists on knowledge exchange in critical zone and geoscience","topic":["0/Soil/","0/Environmental survey/","0/Hydrology/","0/Water quality/","0/Ecosystem services/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"Survey data on knowledge exchange experience of both Chinese and British scientists working on critical zone and more broadly on geoscience. Data are drawn from questionnaire surveys to explore the knowledge management methods used in their environmental research. Data..."},{"publicationDate":"2017-02-03T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology","University of Exeter","University of Jaén","Bangor University"],"authorGivenName":["S.M.","S.","L.","M.C.","B.J.","H.C.","D.L.","M.R.","B.A."],"authorFamilyName":["Smart","Reinsch","Mercado","Blanes","Cosby","Glanville","Jones","Marshall","Emmett"],"authorFullName":["Smart, S.M.","Reinsch, S.","Mercado, L.","Blanes, M.C.","Cosby, B.J.","Glanville, H.C.","Jones, D.L.","Marshall, M.R.","Emmett, B.A."],"authorOrcid":["https://orcid.org/0000-0003-2750-7832","https://orcid.org/0000-0003-4649-0677","https://orcid.org/0000-0001-5645-3373","https://orcid.org/0000-0003-2869-0616","https://orcid.org/0000-0002-2713-4389"],"authorRor":["https://ror.org/00pggkr55","https://ror.org/03yghzc09","https://ror.org/0122p5f64","https://ror.org/006jb1a24"],"catalogue":"eidc","description":"The data consists of, standing aboveground biomass,  and belowground biomass measurements, from sites in the Conwy catchment. Standing aboveground biomass was measured at 7 sites and belowground biomass measurements were made at 8 sites. Data were collected in 2013 and 2014. The sites were chosen to represent habitat types and the terrestrial productivity gradient in Britain from intensive agriculturally managed lowland grasslands through to montane heath. Standing aboveground biomass (grams of dry mass per metre square) in habitats dominated by herbaceous biomass was measured on 1x1 metre quadrats in four plots per site. Standing aboveground biomass in woodlands was measured in two 200 square metre areas by means of stem cores and litter collections. Belowground total root biomass (grams of dry mass per square metre) was assessed for the topsoil 0-15 centimetres in three plots per site.\n\nMeasurements were undertaken by trained members of staff from Bangor University and the Centre for Ecology & Hydrology.\n\nThis data was collected for the NERC project 'The Multi-Scale Response of Water quality, Biodiversity and Carbon Sequestration to Coupled Macronutrient Cycling from Source to Sea' (NE/J011991/1). The project is also referred to as Turf2Surf.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/J011991/1"],"identifier":"46bb0117-ed5d-4167-a375-d84d1237cf21","incomingCitationCount":2,"givenName":["Simon","S.M.","S.","L.","M.C.","B.J.","H.C.","D.L.","M.R.","B.A."],"familyName":["Smart","Reinsch","Mercado","Blanes","Cosby","Glanville","Jones","Marshall","Emmett"],"fullName":["Smart, S.","Smart, S.M.","Reinsch, S.","Mercado, L.","Blanes, M.C.","Cosby, B.J.","Glanville, H.C.","Jones, D.L.","Marshall, M.R.","Emmett, B.A."],"keyword":["Conwy catchment","Macronutrient Cycling Project","MCP","Trurf2Surf","Biodiversity","Ecosystem services","plant-soil interaction","atmosphere-biosphere interaction","land use intensification gradient","catchment scale","biotic interactions","biomass"],"keywordsPlace":["Conwy catchment"],"keywordsProject":["Macronutrient Cycling Project","MCP","Trurf2Surf"],"keywordsTheme":["Biodiversity","Ecosystem services"],"keywordsOther":["plant-soil interaction","atmosphere-biosphere interaction","land use intensification gradient","catchment scale","biotic interactions","biomass"],"licence":"Open government licence","lineage":"Measurements were made in plots ranging in size from 200 metres square to 0.5 metres square located using a stratified random sampling design. Standing aboveground plant biomass and root biomass were assessed independently at the sites.\n\nStanding aboveground plant biomass (grams of dry mass per square metre) was measured at 7 sites (blanket bog, bog (Calluna), soligenous mire and flush, acid grassland, broadleaved woodland (n=3), coniferous woodland, improved grassland, semi-improved grassland), with between 3 and 9 replicates per habitat. For the grassy/bog habitats, all herbaceous biomass was cut to 1cm height in 1 x 1 m quadrats, for 4 plots per habitat. The vegetation was dried then weighed in the lab. For woodland habitats, 2 x 200 metre   plots were chosen at random for each site and tree cores collected for each tree and shrub >1.3m in height. Then the following formula was used to calculate above-ground biomass (where DBH = Diameter at Breast Height):\n\nTotal root biomass (grams of dry mass per metre square) was measured at 8 sites (blanket bog, soligenous mire and flush, acid grassland, broadleaved woodland, improved grassland and semi-improved grassland). Topsoil (0-15 cm) soil cores were taken in three locations at each site. Aboveground vegetation was removed. Samples separated into 5 cm intervals and then washed with water to remove any soil or stones. Roots were collected in sieves and placed into an 80 degree oven to remove any water content and enable a calculation of the dry weight of the roots. Total root biomass was calculated as the sum of roots from the three soil intervals. The full details are available in the supporting documentation accompanying this dataset (Turf2Surf_WP2_Supporting_documentation.rtf).\n\n All results were entered into Excel spreadsheets. Data were then exported from this combined Excel spreadsheet as .csv files for ingestion into the EIDC.","locations":["POLYGON((-4.031 52.944, -4.031 53.31, -3.592 53.31, -3.592 52.944, -4.031 52.944))"],"orcid":["https://orcid.org/0000-0003-2750-7832","https://orcid.org/0000-0003-4649-0677","https://orcid.org/0000-0001-5645-3373","https://orcid.org/0000-0003-2869-0616","https://orcid.org/0000-0002-2713-4389"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","University of Exeter","University of Jaén","Bangor University","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/46bb0117-ed5d-4167-a375-d84d1237cf21","10.5285/46bb0117-ed5d-4167-a375-d84d1237cf21"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/00pggkr55","https://ror.org/03yghzc09","https://ror.org/0122p5f64","https://ror.org/006jb1a24","https://ror.org/04xw4m193"],"state":"published","supplementalName":["T2S website"],"title":"Plant aboveground and belowground standing biomass measurements in the Conwy catchment in North Wales (2013 and 2014)","topic":["0/Biodiversity/","0/Ecosystem services/"],"version":1.0,"view":["public","danor"],"shortenedDescription":"The data consists of, standing aboveground biomass,  and belowground biomass measurements, from sites in the Conwy catchment. Standing aboveground biomass was measured at 7 sites and belowground biomass measurements were made at 8 sites. Data were collected in 2013..."},{"catalogue":"eidc","description":"This collection contains datasets produced as part of the Achieving Sustainable Agricultural Systems (ASSIST) programme. ASSIST is a long-term National Capability programme, jointly funded by NERC and BBSRC. With support from the farming industry, ASSIST will meet the challenge of feeding growing populations without causing unacceptable environmental damage. The UK Centre for Ecology & Hydrology in partnership with Rothamsted Research and British Geological Survey will develop innovative farming systems that increase food production with more efficient use of inputs to increase efficiency of food production, improve resilience to extreme events, and reduce the environmental foot print of agriculture.","documentType":"GEMINI_DOCUMENT","identifier":"d15f6fc4-10a3-411d-a8c9-6bddd5c492ba","incomingCitationCount":0,"givenName":["R.F."],"familyName":["Pywell"],"fullName":["Pywell, R.F."],"keyword":["Land use","Agriculture","Biodiversity","Ecosystem services","Environmental survey","Pollinators","Soil","Water quality","Mapping","Environmental risk"],"keywordsTheme":["Land use","Agriculture","Biodiversity","Ecosystem services","Environmental survey","Pollinators","Soil","Water quality","Mapping","Environmental risk"],"licence":"Non-Open government licence","lineage":"See individual datasets for quality information.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"organisation":["Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"recordType":"Data collection","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/d15f6fc4-10a3-411d-a8c9-6bddd5c492ba"],"resourceStatus":"Unknown","resourceType":"Aggregation","ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","supplementalName":["ASSIST website"],"title":"Data from the Achieving Sustainable Agricultural Systems programme (ASSIST)","topic":["0/Land use/","0/Agriculture/","0/Biodiversity/","0/Ecosystem services/","0/Environmental survey/","0/Pollinators/","0/Soil/","0/Water quality/","0/Mapping/","0/Environmental risk/"],"version":1.0,"view":["public","hajd"],"shortenedDescription":"This collection contains datasets produced as part of the Achieving Sustainable Agricultural Systems (ASSIST) programme. ASSIST is a long-term National Capability programme, jointly funded by NERC and BBSRC. With support from the farming industry, ASSIST will meet the..."},{"publicationDate":"2018-11-16T00:00:00.000+00:00","authorAffiliation":["University of Glasgow","University of Stirling"],"authorGivenName":["Y.","L.A.","S.","D.M."],"authorFamilyName":["Zheng","Naylor","Waldron","Oliver"],"authorFullName":["Zheng, Y.","Naylor, L.A.","Waldron, S.","Oliver, D.M."],"authorOrcid":["https://orcid.org/0000-0002-7913-8234","https://orcid.org/0000-0002-4065-2674","https://orcid.org/0000-0002-2683-0761","https://orcid.org/0000-0002-6200-562X"],"authorRor":["https://ror.org/00vtgdb53","https://ror.org/045wgfr59"],"catalogue":"eidc","description":"Data from literature search systematically conducted using two widely-used academic databases: Web of Science (WoS) and Scopus .  Data include the annual amount of KM publication in China and across the world, in WoS, the total amount of knowledge management (KM) publication during the searched years for each country (top 20), in Scopus, the total amount of KM publication during the searched years for each country (top 20), information about the retained KM publication for environmental management in China.\n\nThe data were generated during the NERC grant 'The transmissive critical zone: understanding the karst hydrology-biogeochemical interface for sustainable management' reference NE/N007425/1 undertaken as part of the NERC Using Critical Zone Science to Understand Sustaining the Ecosystem Service of Soil & Water (CZO) programme.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/N007425/1"],"identifier":"9bbcbd03-0b6d-409d-9ad1-650c25f5ac73","incomingCitationCount":0,"givenName":["Ying","Y.","L.A.","S.","D.M."],"familyName":["Zheng","Naylor","Waldron","Oliver"],"fullName":["Zheng, Y.","Naylor, L.A.","Waldron, S.","Oliver, D.M."],"keyword":["CZO","Ecosystem services","Hydrology","Water quality","Soil","critical zone","red soil","knowledge exchange","karst","soil","literature study"],"keywordsProject":["CZO"],"keywordsTheme":["Ecosystem services","Hydrology","Water quality","Soil"],"keywordsOther":["critical zone","red soil","knowledge exchange","karst","soil","literature study"],"licence":"Open government licence","lineage":"\nA reverse search of the retrained articles was conducted to search the reference list of the retained studies, but none included any of the keywords in our criteria. Finally, the retrieved articles were read and analysed to determine which fields of environmental management had published on their KE practice in China by December 2017.","locations":["POLYGON((73.442 17.682, 73.442 53.664, 135.538 53.664, 135.538 17.682, 73.442 17.682))"],"orcid":["https://orcid.org/0000-0002-7913-8234","https://orcid.org/0000-0002-4065-2674","https://orcid.org/0000-0002-2683-0761","https://orcid.org/0000-0002-6200-562X"],"organisation":["University of Glasgow","University of Stirling","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/9bbcbd03-0b6d-409d-9ad1-650c25f5ac73","10.5285/9bbcbd03-0b6d-409d-9ad1-650c25f5ac73"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["University of Glasgow"],"ror":["https://ror.org/00vtgdb53","https://ror.org/045wgfr59","https://ror.org/04xw4m193"],"state":"published","title":"Literature review of knowledge management across the environment-policy interface in China","topic":["0/Ecosystem services/","0/Hydrology/","0/Water quality/","0/Soil/"],"version":1.0,"view":["public","phtr"],"shortenedDescription":"Data from literature search systematically conducted using two widely-used academic databases: Web of Science (WoS) and Scopus .  Data include the annual amount of KM publication in China and across the world, in WoS, the total amount of knowledge management (KM) publication..."},{"publicationDate":"2016-10-04T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology"],"authorGivenName":["F.K.","G.P.","P.M.","H.M.","D.M."],"authorFamilyName":["Edwards","Webb","Scarlett","Vincent","Cooper"],"authorFullName":["Edwards, F.K.","Webb, G.P.","Scarlett, P.M.","Vincent, H.M.","Cooper, D.M."],"authorOrcid":["https://orcid.org/0000-0001-9875-6663","https://orcid.org/0000-0001-6242-8158","https://orcid.org/0000-0001-7578-7918"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"The data consist of species level descriptions of macroinvertebrate communities from the Conwy catchment in Wales, UK, sampled over three years between 2008 and 2010. The water bodies studied are tributary streams of the river Conwy, Wales, UK. Sampling took place in November of each year. Macroinvertebrates were sampled using a 1 mm kick net following the RIVPACS (River Invertebrate Prediction and Classification System) field protocol. Site variables (depth, width, velocity, substrate cover, macrophyte cover) were also recorded and are supplied as supporting information. \n","documentType":"GEMINI_DOCUMENT","identifier":"fbbf2775-2f4d-478b-b59e-38aeaafaf67c","incomingCitationCount":0,"givenName":["François","F.K.","G.P.","P.M.","H.M.","D.M."],"familyName":["Edwards","Webb","Scarlett","Vincent","Cooper"],"fullName":["Edwards, F.","Edwards, F.K.","Webb, G.P.","Scarlett, P.M.","Vincent, H.M.","Cooper, D.M."],"keyword":["Ecosystem services","Water quality","Environmental survey","invertebrate"],"keywordsTheme":["Ecosystem services","Water quality","Environmental survey"],"keywordsOther":["invertebrate"],"licence":"Open government licence","lineage":"The data consist of species level descriptions of macroinvertebrate communities from the Conwy catchment in Wales, UK sampled over three years 2008 - 2010. Supporting habitat and geographical data are included.\n\nThe waterbodies studied are tributary streams of the Conwy, Wales, UK.  Sampling took place in November 2008, 2009 and 2010. Macroinvertebrates were sampled using a 1mm kick net following the RIvPACS field protocol as described in Murray-Bligh, J. A. D., Furse, M. T., Jones, F. H., Gunn, R. J. M., Dines, R. A. & Wright, J. F. (1997) Procedure for collecting and analysing macro-invertebrate samples for RIVPACS. Environment Agency and Institute of Freshwater Ecology, Bristol, UK.  \n\nSite variables (depth, width, velocity, substrate cover, macrophyte cover) were also recorded as described in the above document.\n\nSamples were washed into plastic sample bags, labelled and preserved with a 4% formaldehyde solution in the field. In the laboratory, samples were washed through a 500μm sieve and all macroinvertebrates were picked from the samples and identified to the lowest taxonomic level possible, usually species. Valid taxonomic names and unique taxon identification codes were provided in Davies, C. and Edwards, F.K. (2011) Code list for recording the macroinvertebrates in freshwater in the British Isles. Centre for Ecology & Hydrology, Wallingford.\n\nData entry was validated by crosschecking data print outs with laboratory sheets.\n\nMap variables were derived for those point locations using the Intelligent River Network (Version 17), which was first described in Dawson, F.H., Hornby, D.D. and Hilton, J. (2002), A method for the automated extraction of environmental variables to help the classification of rivers in Britain. Aquatic Conserv: Mar. Freshw. Ecosyst., 12: 391-403. https://doi.org/10.1002/aqc.534","locations":["POLYGON((-3.998 52.99, -3.998 53.303, -3.653 53.303, -3.653 52.99, -3.998 52.99))"],"orcid":["https://orcid.org/0000-0001-9875-6663","https://orcid.org/0000-0001-6242-8158","https://orcid.org/0000-0001-7578-7918"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/fbbf2775-2f4d-478b-b59e-38aeaafaf67c","10.5285/fbbf2775-2f4d-478b-b59e-38aeaafaf67c"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Macroinvertebrates of the river Conwy catchment, UK","topic":["0/Ecosystem services/","0/Water quality/","0/Environmental survey/"],"version":1.0,"view":["public","jone"],"shortenedDescription":"The data consist of species level descriptions of macroinvertebrate communities from the Conwy catchment in Wales, UK, sampled over three years between 2008 and 2010. The water bodies studied are tributary streams of the river Conwy, Wales, UK. Sampling took place in..."},{"publicationDate":"2023-04-25T00:00:00.000+00:00","authorAffiliation":["British Trust for Ornithology"],"authorGivenName":["K.E. ","G.M."],"authorFamilyName":["Plummer","Siriwardena"],"authorFullName":["Plummer, K.E.","Siriwardena, G.M."],"authorOrcid":["https://orcid.org/0000-0003-0076-4505","https://orcid.org/0000-0003-2010-1186"],"authorRor":["https://ror.org/03w54w620"],"catalogue":"eidc","description":"This dataset comprises bird abundance data collected using point count methods in Bedford, Luton and Milton Keynes in the summer of 2014.  The purpose of the study was to characterise the variation in breeding bird fauna across a range of urban forms. \n\nThe data were collected as part of the Fragments, Functions and Flows in Urban Ecosystem Services (F3UES) project, as part of the Biodiversity and Ecosystem Service Sustainability (BESS) framework.\n","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/J015067/1"],"identifier":"e7ab3cd1-98fe-4ac4-ad44-e66aad3f2b74","incomingCitationCount":0,"givenName":["K.E. ","G.M.","Kate"],"familyName":["Plummer","Siriwardena"],"fullName":["Plummer, K.E.","Siriwardena, G.M.","Plummer, K."],"keyword":["Biodiversity","Ecosystem services","People","Birds","Urban"],"keywordsTheme":["Biodiversity","Ecosystem services"],"keywordsOther":["People","Birds","Urban"],"licence":"Open government licence","lineage":"The data were collected between May and June 2014 in Bedford, Luton and Milton Keynes, UK.  A subset of 500m x 500m survey tiles (n = 116) were selected from across the three towns using a stratified sampling design.  Point count methods were then used to survey birds at up to four pre-defined survey points within each tile.  All tiles were visited twice between 06:00am and 10:00am.  During each visit, ten minute point counts were conducted at all survey points within the tile in a random order.  Over two-minute intervals, observers recorded all birds seen or heard within five distance categories or in flight.  Birds singing and not singing were recorded separately.  The survey conditions and the numbers of people observed during each observation period were also recorded.","locations":["POLYGON((-1.064 51.648, -1.064 52.453, 0.306 52.453, 0.306 51.648, -1.064 51.648))"],"orcid":["https://orcid.org/0000-0003-0076-4505","https://orcid.org/0000-0003-2010-1186"],"organisation":["British Trust for Ornithology","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/e7ab3cd1-98fe-4ac4-ad44-e66aad3f2b74","10.5285/e7ab3cd1-98fe-4ac4-ad44-e66aad3f2b74"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["British Trust for Ornithology"],"ror":["https://ror.org/03w54w620","https://ror.org/04xw4m193"],"state":"published","title":"Point count survey data for birds in the East of England, UK, in 2014","topic":["0/Biodiversity/","0/Ecosystem services/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"This dataset comprises bird abundance data collected using point count methods in Bedford, Luton and Milton Keynes in the summer of 2014.  The purpose of the study was to characterise the variation in breeding bird fauna across a range of urban forms. \n\nThe data were..."},{"publicationDate":"2018-03-15T00:00:00.000+00:00","authorAffiliation":["University of Exeter","Centre for Ecology & Hydrology"],"authorGivenName":["R.F.","J.M.","J.L."],"authorFamilyName":["Shaw","Bullock","Osborne"],"authorFullName":["Shaw, R.F.","Bullock, J.M.","Osborne, J.L."],"authorOrcid":["https://orcid.org/0000-0001-5179-964X","https://orcid.org/0000-0003-0529-4020","https://orcid.org/0000-0002-9937-172X"],"authorRor":["https://ror.org/03yghzc09","https://ror.org/00pggkr55"],"catalogue":"eidc","description":"Yield data on winter sown oilseed rape plants, in relation to pollination by insects and in relation to the ecosystem services provided by beneficial insects. Data includes yield assessed for entire field, whole plant and within different parts of the plant (per raceme and per pod). These data can be linked to the related natural enemy data set and the pollinator data set collected as part of the Wessex BESS project, funded by the NERC Biodiversity and Ecosystem Service Sustainability research program.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/J014680/1"],"identifier":"fc219733-a8e8-4ec0-a34e-e0e8115f0d68","incomingCitationCount":1,"givenName":["R.F.","J.M.","J.L."],"familyName":["Shaw","Bullock","Osborne"],"fullName":["Shaw, R.F.","Bullock, J.M.","Osborne, J.L."],"keyword":["Wessex BESS","BESS","Pollinators","Ecosystem services","Brassica napus"],"keywordsProject":["Wessex BESS","BESS"],"keywordsTheme":["Pollinators","Ecosystem services"],"keywordsOther":["Brassica napus"],"licence":"Open government licence","lineage":"All people carrying out laboratory analysis were trained by and followed a set protocol in raceme and pod collection. A specific form was used for recording data in the lab and data were entered in MS Access database to prevent duplicates. The data were checked for anomalous entries.","locations":["POLYGON((-2.212 51.154, -2.212 51.329, -1.573 51.329, -1.573 51.154, -2.212 51.154))"],"orcid":["https://orcid.org/0000-0001-5179-964X","https://orcid.org/0000-0003-0529-4020","https://orcid.org/0000-0002-9937-172X"],"organisation":["NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre","University of Exeter","Centre for Ecology & Hydrology"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/fc219733-a8e8-4ec0-a34e-e0e8115f0d68","10.5285/fc219733-a8e8-4ec0-a34e-e0e8115f0d68"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/04xw4m193","https://ror.org/03yghzc09","https://ror.org/00pggkr55"],"state":"published","supplementalDescription":["Garratt, M. P. D., Bishop, J., Degani, E., Potts, S. G., Shaw, R. F., Shi, A., & Roy, S. (2018). Insect pollination as an agronomic input: Strategies for oilseed rape production. Journal of Applied Ecology."],"title":"Yield of winter-sown oilseed rape plants in relation to insect pollination","topic":["0/Pollinators/","0/Ecosystem services/"],"version":1.0,"view":["public","rstu"],"shortenedDescription":"Yield data on winter sown oilseed rape plants, in relation to pollination by insects and in relation to the ecosystem services provided by beneficial insects. Data includes yield assessed for entire field, whole plant and within different parts of the plant (per raceme..."},{"publicationDate":"2021-06-11T00:00:00.000+00:00","authorAffiliation":["University of Exeter"],"authorGivenName":["E.","A.","D.","P."],"authorFamilyName":["Baker","Harper","Williamson","Challenor"],"authorFullName":["Baker, E.","Harper, A.","Williamson, D.","Challenor, P."],"authorOrcid":["https://orcid.org/0000-0003-0945-4749","https://orcid.org/0000-0001-7294-6039","https://orcid.org/0000-0001-8917-3300","https://orcid.org/0000-0001-8661-2718"],"authorRor":["https://ror.org/03yghzc09"],"catalogue":"eidc","description":"This data is an ensemble of  Joint UK Land Environment Simulator (JULES) simulations, ran for a select set of 1kmx1km grid cells in Great Britain, each with a different set of parameter values, from 2001 to 2010.\n\nThe data includes simulated Gross Primary Productivity (GPP) for 5 different plant functional types on an 8-day average. (Broadleaf trees, Needleleaf trees, C3 grasses, Shrubs, and Cropland) as well as the weighted combined sum.\n\nThese simulations were obtained to facilitate statistical emulation, which is why a wide range of grid cells and parameter values were used (both also provided in the data set).\n\nThe work was funded by the Natural Environment Research Council through research grant NE/T004177/1 JULES EMulator of ecosystem services (JEM)","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/T004177/1"],"identifier":"789bea37-0450-4822-9857-3dc848feb937","incomingCitationCount":1,"givenName":["E.","A.","D.","P."],"familyName":["Baker","Harper","Williamson","Challenor"],"fullName":["Baker, E.","Harper, A.","Williamson, D.","Challenor, P."],"keyword":["JULES (the Joint UK Land Environment Simulator)","Modelling","Ecosystem services","Gross Primary Productivity","GPP","JULES","land use change","land use"],"keywordsProject":["JULES (the Joint UK Land Environment Simulator)"],"keywordsTheme":["Modelling","Ecosystem services"],"keywordsOther":["Gross Primary Productivity","GPP","JULES","land use change","land use"],"licence":"Open government licence","lineage":"Data was simulated on Jasmin, the UK's data analysis facility for environmental science, processed into 8-day averages, and combined with the adjusted input parameters and grid cell locations. It was then deposited into the EIDC as comma seperated files.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0003-0945-4749","https://orcid.org/0000-0001-7294-6039","https://orcid.org/0000-0001-8917-3300","https://orcid.org/0000-0001-8661-2718"],"organisation":["University of Exeter","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/789bea37-0450-4822-9857-3dc848feb937","10.5285/789bea37-0450-4822-9857-3dc848feb937"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["University of Exeter"],"ror":["https://ror.org/03yghzc09","https://ror.org/04xw4m193"],"state":"published","supplementalName":["JULES  Joint UK Land Environment Simulator"],"title":"Gross Primary Productivity simulations of Great Britain for emulation, 2001-2010 from JULES land surface model","topic":["0/Modelling/","0/Ecosystem services/"],"version":1.0,"view":["public","danor"],"shortenedDescription":"This data is an ensemble of  Joint UK Land Environment Simulator (JULES) simulations, ran for a select set of 1kmx1km grid cells in Great Britain, each with a different set of parameter values, from 2001 to 2010.\n\nThe data includes simulated Gross Primary Productivity..."},{"publicationDate":"2018-11-14T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology"],"authorGivenName":["Netty","I.D.","L.J.","M.","P.E.","S.R."],"authorFamilyName":["Van Dijk","Leith","Sheppard","Jones","Levy","Leeson"],"authorFullName":["Van Dijk, N.","Leith, I.D.","Sheppard, L.J.","Jones, M.","Levy, P.E.","Leeson, S.R."],"authorOrcid":["https://orcid.org/0000-0002-8505-1901"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"The data consist of observations of cover of plant species in permanent quadrats in a nitrogen deposition experiment on a peat bog.  The experiment was located at Whim Moss in central Scotland, between 2002 and 2016.  Recording of cover was by visual assessment in 40 x 40 cm quadrats.  The experiment was designed to look at the change in vegetation composition with different rates of deposition of nitrogen in different forms (ammonia, ammonium, and nitrate).\n\nThis work was supported by the Natural Environment Research Council award number NE/R016429/1 as part of the UK-SCAPE programme delivering National Capability.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/R016429/1"],"identifier":"65ecd65f-e518-4cf5-85bf-7d93e66fdb96","incomingCitationCount":1,"givenName":["Netty","I.D.","L.J.","M.","P.E.","S.R."],"familyName":["Van Dijk","Leith","Sheppard","Jones","Levy","Leeson","van Dijk"],"fullName":["Van Dijk, N.","Leith, I.D.","Sheppard, L.J.","Jones, M.","Levy, P.E.","Leeson, S.R.","van Dijk, N."],"keyword":["UK-SCAPE","Climate and climate change","Ecosystem services","Pollution"],"keywordsProject":["UK-SCAPE"],"keywordsTheme":["Climate and climate change","Ecosystem services","Pollution"],"licence":"Open government licence","lineage":"Data were collected by recording cover of all species occurring in permanent quadrats.\nThe location of the quadrats was marked with canes.\nCover recording was done by subjective visual assessment.\nValues are expressed as percentages of the ground area of the quadrat covered by that species.\nData were recorded on paper in the field, and later transcribed to Excel spreadsheets.\nThe Excel spreadsheets were processed by an R script, which corrected naming errors, and averaged values for the 16 10x10 cm sub-squares to give the 40x40 cm quadrat mean.\nThere are some instance of unreliable data, where implausibly large changes occur from within a few years.  This is likely to come from changes in quadrat position, or human error in identifying and recording the species.\nThe data were mainly collected by Lucy Sheppard and Ian Leith, and latterly by Netty van Dijk and co-workers.","locations":["POLYGON((-3.28 55.76, -3.28 55.77, -3.27 55.77, -3.27 55.76, -3.28 55.76))"],"orcid":["https://orcid.org/0000-0002-8505-1901"],"organisation":["NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre","Centre for Ecology & Hydrology","UK Centre for Ecology & Hydrology"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/65ecd65f-e518-4cf5-85bf-7d93e66fdb96","10.5285/65ecd65f-e518-4cf5-85bf-7d93e66fdb96"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/04xw4m193","https://ror.org/00pggkr55"],"state":"published","title":"Vegetation change at Whim peatbog (2002-2016)","topic":["0/Climate and climate change/","0/Ecosystem services/","0/Pollution/"],"version":1.0,"view":["public","leav"],"shortenedDescription":"The data consist of observations of cover of plant species in permanent quadrats in a nitrogen deposition experiment on a peat bog.  The experiment was located at Whim Moss in central Scotland, between 2002 and 2016.  Recording of cover was by visual assessment in 40..."},{"publicationDate":"2020-06-25T00:00:00.000+00:00","authorAffiliation":["Lactuca: Environmental Data Analyses and Modelling","Bangor University","University of Southampton","UK Centre for Ecology & Hydrology"],"authorGivenName":["D.A.P.","S.","F.","J.M."],"authorFamilyName":["Hooftman","Willcock","Eigenbrod","Bullock"],"authorFullName":["Hooftman, D.A.P.","Willcock, S.","Eigenbrod, F.","Bullock, J.M."],"authorOrcid":["https://orcid.org/0000-0001-9835-6897","https://orcid.org/0000-0001-6704-3548","https://orcid.org/0000-0001-8982-824X","https://orcid.org/0000-0003-0529-4020"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset contains the gridded estimates per 1 km2 for mean and median ensemble outputs from 4-6 individual ecosystem service models for Sub-Saharan Africa, for above ground Carbon stock, firewood use, charcoal use and grazing use. Water use and supply are identically supplied as polygons. Individual model outputs are taken from previously published research. \n\nMaking ensembles results in a smoothing effect whereby the individual model uncertainties are cancelled out and a signal of interest is more likely to emerge. Included ecosystem service models were: InVEST, Co$ting Nature, WaterWorld, Monetary value benefits transfer, LPJ-GUESS and Scholes models. Ensemble outputs have been normalised, therefore these ensembles project relative levels of service across the full area and can be used, for example, for optimisation or assignment of most important or sensitive areas.\n\nThe work was completed under the \"EnsemblES - Using ensemble techniques to capture the accuracy and sensitivity of ecosystem service models\" project (NE/T00391X/1) funded by the UKRI Landscape Decisions programme.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/L001322/1","NE/T00391X/1"],"identifier":"11689000-f791-4fdb-8e12-08a7d87ad75f","incomingCitationCount":0,"givenName":["Danny","D.A.P.","S.","F.","J.M."],"familyName":["Hooftman","Willcock","Eigenbrod","Bullock"],"fullName":["Hooftman, D.","Hooftman, D.A.P.","Willcock, S.","Eigenbrod, F.","Bullock, J.M."],"keyword":["Africa","Ecosystem services","ensemble modelling","non-timber forest products","poverty alleviation","carbon stock","grazing","natural capital","poverty","sustainable development","water supply"],"keywordsPlace":["Africa"],"keywordsTheme":["Ecosystem services"],"keywordsOther":["ensemble modelling","non-timber forest products","poverty alleviation","carbon stock","grazing","natural capital","poverty","sustainable development","water supply"],"licence":"Open government licence","lineage":"The individual modelled ecosystem service outputs underlying the ensemble calculations originate from the\"WISER: Which Ecosystem Service Models Best Capture the Needs of the Rural Poor\" project (NE/L001322/1), funded by the UK Ecosystem Services for Poverty Alleviation programme (ESPA; www.espa.ac.uk). Validations of individual models and their correlation to model complexity have been published as Willcock et al. 2019: A continental-scale validation of ecosystem service models. Ecosystems, 22: 1902-1917. \n\nAmong contributing model outputs means and median values were estimated per 1-km2 gridcell or per polygon for water. The standard error of mean is calculated from the standard deviation corrected with the amount of contributing models per cell. All underlying individual models have been normalised against the 95% percentile prior to calculations. Afterwards, the resulting Ensembles have been identically re-normalised to ensure a 0-1 scale. For all details about the individual model approaches, their synchronisation, and their validation refer to Willcock et al. (2019) and the supporting documentation.","locations":["POLYGON((-17.688 -35.344, -17.688 18.448, 52.273 18.448, 52.273 -35.344, -17.688 -35.344))"],"orcid":["https://orcid.org/0000-0001-9835-6897","https://orcid.org/0000-0001-6704-3548","https://orcid.org/0000-0001-8982-824X","https://orcid.org/0000-0003-0529-4020"],"organisation":["Lactuca: Environmental Data Analyses and Modelling","Bangor University","University of Southampton","UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/11689000-f791-4fdb-8e12-08a7d87ad75f","10.5285/11689000-f791-4fdb-8e12-08a7d87ad75f"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","supplementalDescription":["Willcock, S., Hooftman, D.A.P., Balbi, S., Blanchard, R., Dawson, T.P., O’Farrell, P.J., … Bullock, J.M. (2019). A Continental-Scale Validation of Ecosystem Service Models. Ecosystems, 22(8), 1902–1917."],"title":"Ensemble outputs from Ecosystem Service models for water supply, aboveground carbon storage and use of water, grazing, charcoal and firewood by beneficiaries in sub-Saharan Africa","topic":["0/Ecosystem services/"],"version":1.0,"view":["public","hajd"],"shortenedDescription":"This dataset contains the gridded estimates per 1 km2 for mean and median ensemble outputs from 4-6 individual ecosystem service models for Sub-Saharan Africa, for above ground Carbon stock, firewood use, charcoal use and grazing use. Water use and supply are identically..."},{"publicationDate":"2024-07-25T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology","Forest Research","University of Edinburgh"],"authorGivenName":["J.","A.","R.","S.","E."],"authorFamilyName":["Baker","Perry","Cottrell","Ennos","Green","James","Cavers"],"authorFullName":["Baker, J.","Perry, A.","Cottrell, J.","Ennos, R.","Green, S.","James, E.","Cavers, S."],"authorOrcid":["https://orcid.org/0009-0003-0514-4644","https://orcid.org/0000-0002-7889-7597","https://orcid.org/0000-0001-6355-1326","https://orcid.org/0000-0001-5401-297X","https://orcid.org/0000-0003-2139-9236"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset includes data describing the berries and seeds of 172 juniper trees from nineteen populations across the UK and the proportional germination rate of each tree. Berries were collected and processed in 2015 and used in a germination trial that ran from 2015-2018. \n\nVariables included: average berry and seed weights, estimates of the number of viable and nonviable seeds, average number of seeds per berry, proportion of viable seeds that germinated.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"identifier":"f61dcdcc-b838-4bfa-8d94-7820114a68c8","incomingCitationCount":0,"givenName":["J.","A.","R.","S.","E."],"familyName":["Baker","Perry","Cottrell","Ennos","Green","James","Cavers"],"fullName":["Baker, J.","Perry, A.","Cottrell, J.","Ennos, R.","Green, S.","James, E.","Cavers, S."],"keyword":["Biodiversity","Ecosystem services","Juniper","germination trial","common garden experiment","quantitative genetics","plant genetics"],"keywordsTheme":["Biodiversity","Ecosystem services"],"keywordsOther":["Juniper","germination trial","common garden experiment","quantitative genetics","plant genetics"],"licence":"Open government licence","lineage":"Berries were collection from 18 populations in 2015 then measured and processed by hand. Berries were stored at 4 deg C as necessary to keep them from moulding until they could be processed. Dry seeds were also stored at 4 deg C until they were sown for the germination trial. The germination trial was conducted at the greenhouse at the UKCEH Edinburgh, and seeds were sown in 1:1 mixture of sand and compost. \n\nSeed trays were subjected to a warm stratification treatment (7-14 deg C) for four months, then a cool stratification (4 deg C) for 8 months before being placed in the glasshouse at the UKCEH, Edinburgh. ","orcid":["https://orcid.org/0009-0003-0514-4644","https://orcid.org/0000-0002-7889-7597","https://orcid.org/0000-0001-6355-1326","https://orcid.org/0000-0001-5401-297X","https://orcid.org/0000-0003-2139-9236"],"organisation":["UK Centre for Ecology & Hydrology","Forest Research","University of Edinburgh","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/f61dcdcc-b838-4bfa-8d94-7820114a68c8","10.5285/f61dcdcc-b838-4bfa-8d94-7820114a68c8"],"resourceStatus":"Available","resourceType":"Non-geographic dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Germination rates, seed and berry data of juniper trees from UK populations under a warm-cool stratification glasshouse experiment","topic":["0/Biodiversity/","0/Ecosystem services/"],"version":1.0,"view":["public","glenn"],"shortenedDescription":"This dataset includes data describing the berries and seeds of 172 juniper trees from nineteen populations across the UK and the proportional germination rate of each tree. Berries were collected and processed in 2015 and used in a germination trial that ran from 2015-2018...."},{"publicationDate":"2020-06-15T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology","University of York","South East Asia Rainforest Research Partnership","Sabah Forestry Department","Universiti Malaysia Sabah","Unilever","Royal Botanic Garden Edinburgh","University of Stirling"],"authorGivenName":["E.H.","S.","B.","A.","K.L.","J.","H.","M.","C.J.","D.S.","J.K.","L.F."],"authorFamilyName":["Waddell","Fleiss","Bala Ola","Bin Sailim","Jelling","Yeong","Tangah","Benedick","King","Hughes","McClean","Chapman","Hill","Banin"],"authorFullName":["Waddell, E.H.","Fleiss, S.","Bala Ola, B.","Bin Sailim, A.","Jelling, A.","Yeong, K.L.","Tangah, J.","Benedick, S.","King, H.","Hughes, M.","McClean, C.J.","Chapman, D.S.","Hill, J.K.","Banin, L.F."],"authorOrcid":["https://orcid.org/0000-0003-2555-6390","https://orcid.org/0000-0001-6298-236X","https://orcid.org/0000-0001-8193-2130","https://orcid.org/0000-0002-7608-6280","https://orcid.org/0000-0002-2168-0514","https://orcid.org/0000-0002-5457-4355","https://orcid.org/0000-0003-1836-4112","https://orcid.org/0000-0003-1871-7715","https://orcid.org/0000-0002-1168-3914"],"authorRor":["https://ror.org/00pggkr55","https://ror.org/04m01e293","https://ror.org/040v70252","https://ror.org/05n8ah907","https://ror.org/0349vqz63","https://ror.org/045wgfr59"],"catalogue":"eidc","description":"This dataset contains records for vegetation in 49 plots across 14 fragmented forest sites and 4 continuous forest sites in Sabah, Malaysian Borneo. Living vegetation and deadwood were surveyed in two or three 0.28-ha plots in each of the eighteen sites. In addition to vegetation data, the dataset contains topsoil parameters, measurements of forest structure, and metrics of the degree of forest fragmentation in the landscape surrounding the plots.\n\nThese data were collected in order to conduct studies examining (1) the factors supporting invasion of exotic plant species into fragmented forest areas; and (2) the value of conservation set-asides for carbon storage and associated plant diversity in oil palm plantations.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/L002450/1"],"identifier":"c67b06b7-c3f6-49a3-baf2-9fc3a72cb98a","incomingCitationCount":1,"givenName":["E.H.","S.","B.","A.","K.L.","J.","H.","M.","C.J.","D.S.","J.K.","L.F.","Emily"],"familyName":["Waddell","Fleiss","Bala Ola","Bin Sailim","Jelling","Yeong","Tangah","Benedick","King","Hughes","McClean","Chapman","Hill","Banin"],"fullName":["Waddell, E.H.","Fleiss, S.","Bala Ola, B.","Bin Sailim, A.","Jelling, A.","Yeong, K.L.","Tangah, J.","Benedick, S.","King, H.","Hughes, M.","McClean, C.J.","Chapman, D.S.","Hill, J.K.","Banin, L.F.","Waddell, E."],"keyword":["Borneo","Agriculture","Biodiversity","Ecosystem services","Invasive species","Land use","Soil","Forest fragmentation","Oil palm","Tropical rainforest","Conservation set-aside","Sustainable agriculture","Plant biodiversity","Flora","Carbon storage","Roundtable on Sustainable Palm Oil","Non-native species","Forest degradation","degradation","flora (biology)","biodiversity","agricultural landscape","agriculture","tropical forest","environmental impact of agriculture"],"keywordsPlace":["Borneo"],"keywordsTheme":["Agriculture","Biodiversity","Ecosystem services","Invasive species","Land use","Soil"],"keywordsOther":["Forest fragmentation","Oil palm","Tropical rainforest","Conservation set-aside","Sustainable agriculture","Plant biodiversity","Flora","Carbon storage","Roundtable on Sustainable Palm Oil","Non-native species","Forest degradation","degradation","flora (biology)","biodiversity","agricultural landscape","agriculture","tropical forest","environmental impact of agriculture"],"licence":"Open government licence","lineage":"Field surveys were conducted in July - October 2017. The 14 fragmented sites were all in Roundtable on Sustainable Palm Oil-certified oil palm plantations; and they varied from isolated forest fragments to sites connected to forest reserves outside the oil palm plantation. The four continuous forest sites were located in Danum Valley and Malua Forest Reserves, and include both primary and logged forest sites.\n\nAt each site, vegetation was surveyed in 2-3 circular plots spaced 100 m apart along a transect (the smallest fragmented sites had only 2 plots and all other sites had 3). In each plot, living trees and palms, saplings, seedlings, other ground vegetation (herbs, shrubs, climbers, ferns and graminoids), deadwood, and lianas on trees were surveyed in a nested plot design. All living trees, saplings, seedlings and ground vegetation were identified to genus, and to species where possible; and all ground vegetation was identified as either exotic or native to Sabah. Field data were collected in collaboration with experienced local botanists. \n\nThe data include measurements of forest cover and leaf litter depth, as measures of forest structure which are likely to covary with vegetation. In addition, eight soil parameters were measured from topsoil samples in each plot. The dataset also includes metrics relating to the degree of forest fragmentation in the landscape surrounding the plots, which were calculated using drone (UAV) imagery from an oil palm company.","locations":["POLYGON((117.095 4.965, 117.095 6.339, 118.49 6.339, 118.49 4.965, 117.095 4.965))"],"orcid":["https://orcid.org/0000-0003-2555-6390","https://orcid.org/0000-0001-6298-236X","https://orcid.org/0000-0001-8193-2130","https://orcid.org/0000-0002-7608-6280","https://orcid.org/0000-0002-2168-0514","https://orcid.org/0000-0002-5457-4355","https://orcid.org/0000-0003-1836-4112","https://orcid.org/0000-0003-1871-7715","https://orcid.org/0000-0002-1168-3914"],"organisation":["UK Centre for Ecology & Hydrology","University of York","South East Asia Rainforest Research Partnership","Sabah Forestry Department","Universiti Malaysia Sabah","Unilever","Royal Botanic Garden Edinburgh","University of Stirling","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/c67b06b7-c3f6-49a3-baf2-9fc3a72cb98a","10.5285/c67b06b7-c3f6-49a3-baf2-9fc3a72cb98a"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology","University of York"],"ror":["https://ror.org/00pggkr55","https://ror.org/04m01e293","https://ror.org/040v70252","https://ror.org/05n8ah907","https://ror.org/0349vqz63","https://ror.org/045wgfr59","https://ror.org/04xw4m193"],"state":"published","title":"Vegetation and habitat data for fragmented and continuous forest sites in Sabah, Malaysian Borneo, 2017","topic":["0/Agriculture/","0/Biodiversity/","0/Ecosystem services/","0/Invasive species/","0/Land use/","0/Soil/"],"version":1.0,"view":["public","leav"],"shortenedDescription":"This dataset contains records for vegetation in 49 plots across 14 fragmented forest sites and 4 continuous forest sites in Sabah, Malaysian Borneo. Living vegetation and deadwood were surveyed in two or three 0.28-ha plots in each of the eighteen sites. In addition..."},{"publicationDate":"2017-03-14T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology","University of Jaén"],"authorGivenName":["S.","M.C.","B.A."],"authorFamilyName":["Reinsch","Blanes","Emmett"],"authorFullName":["Reinsch, S.","Blanes, M.C.","Emmett, B.A."],"authorOrcid":["https://orcid.org/0000-0003-4649-0677","https://orcid.org/0000-0002-2713-4389"],"authorRor":["https://ror.org/00pggkr55","https://ror.org/0122p5f64"],"catalogue":"eidc","description":"The data consists of raw data on measured carbon dioxide (CO2) and nitrous oxide concentration (N2O) concentrations from intact soil topsoil (0-15 cm) and subsoil cores (85-100 cm) to added carbon, nitrogen and phosphorus. Four land uses (Bog, acid grassland, improved grassland and arable field) in North Wales were selected for this study with three replicates each. Intact soil cores were taken in January and February in 2014.\n\nThe data consists of three datasets. The first dataset contains the measured CO2 concentration that was measured from intact topsoil cores (0-15 cm) as a result of carbon, nitrogen and phosphorus additions form a pilot study. For the pilot study intact topsoil cores were taken in November and December in 2013 from three sites. a Podzol, a coniferous forest soil and a grassland soil. These sites were not in the Conwy Catchment. The pilot study results were used to inform the experimental setup for the main experiment. The data from the main experiment, measured carbon dioxide (CO2) and nitrous oxide concentration (N2O), are reported in the second dataset for intact topsoil and subsoil cores. The third dataset contains nitrogen mineralization data from the intact soil cores that were used as control cores and did not receive any carbon or nutrient additions. The dataset contains measurements on soil nitrate, ammonium and total nitrogen mineralization rates in milligrammes of nitrogen per gramme of dry weight or per gramme of organic matter content.\n\nIn both the experimental datasets, the weight of the soil cores at field capacity (in grammes) was reported and weight loss was adjusted by adding an artificial rain water solution. The incubation time (in minutes), the measured CO2 and N2O concentrations (in part per million = ppm) were recorded at the beginning and the end of the incubation. Total soil dry weight per soil core (in grammes) and the total weight of soil organic matter (loss on ignition, in grammes) are reported. The data were collected to calculate production of Measurements were undertaken by staff from the Centre for Ecology & Hydrology. The data were collected to link plant and soil nutrients to aboveground and belowground ecosystem processes to incorporate relevant parameters into the Joint UK Land Environment Simulator (JULES) model.\n\nThis data was collected for the NERC project 'The Multi-Scale Response of Water quality, Biodiversity and Carbon Sequestration to Coupled Macronutrient Cycling from Source to Sea' (NE/J011991/1). The project is also referred to as Turf2Surf.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/J011991/1"],"identifier":"0c17a041-8852-4800-9c04-2ab2dd858837","incomingCitationCount":0,"givenName":["S.","M.C.","B.A.","Sabine"],"familyName":["Reinsch","Blanes","Emmett"],"fullName":["Reinsch, S.","Blanes, M.C.","Emmett, B.A."],"keyword":["North Wales","Conwy catchment","Turf2Surf (T2S)","Macronutrients Programme (MCP)","Ecosystem services","Soil"],"keywordsPlace":["North Wales","Conwy catchment"],"keywordsProject":["Turf2Surf (T2S)","Macronutrients Programme (MCP)"],"keywordsTheme":["Ecosystem services","Soil"],"licence":"Open government licence","lineage":"Soil cores were taken from the topsoil 0-15 cm using a soil corer with a diameter of 5 cm for the initial experiment; intact soil cores were collected in winter 2014 using a Van Walt percussion (Cobra TT) core. Soil cores were taken to a depth of 1 metre and topsoil (0-15 cm) and subsoil (85-100 cm) cores were used. \n\nSoil cores were kept in water tight plastic bags to prevent water loss via transpiration at 4 oC till they were adjusted to their field capacity by adding an artificial rain solution. Carbon, nitrogen and phosphorus were added in varying amounts and the result informed the nutrient additions in the main experiment. Carbon was added either as glucose only, a mix of carbon compounds simulating rhizodepsition and as glycine. Nitrogen was added as NH4NO3-N and phosphorus as KH2PO4. In the main experiment, carbon, nitrogen and phosphorus were added in a full factorial design to topsoil and deep soil cores on three consecutive days. Therefore, soils were incubated for 1 or 2 hours (bogs only) at 10 degrees Celsius , gas samples were taken and Carbon Dioxide (CO2) and Nitrous Oxide (N2O) concentrations were measured respectively. Similar incubations were carried further nutrient additions at days 4, 5, 6, 8 10 and 12.\n\nCO2 concentrations were measured using gas chromatography (GC, Perkin Elmer Clarus 500 gas chromatograph, Waltham, MA) equipped with a Porapak QS (80e100 mesh, company, country) analytical column. CO2 standard gases with CO2 concentrations of 250, 500 and 1000 parts per million (ppm) were used to calculated CO2 concentrations in the samples. N2O and CO2 concentrations were measured simultaneously. N2O fluxes were quantified using standards at 5, 10 and 15 ppm. \n\nNitrogen mineralization was measured 4 weeks after flushing off soil available nitrogen by leaching the soil cores with the artificial rain solution for 4-5 days for soil cores of the main experiment. Soil cores were incubated at 10 degrees Celsius for further 2 weeks after the nutrient addition experiment. To avoid water loss from the cores, cores were stored in breathable plastic bags. After the 4 weeks of incubation, each soil core was sieved (2 mm) and 10 grams moist soil was extracted with 100 mL 1 M KCl. The extract was then analysed for nitrate and ammonium contents (SEAL AQ2+ Discrete Analyser). The total soil dry weight (g) was measured after drying the soil at 65 degrees Celsius and the soil organic matter content was determined gravimetrically by measuring mass loss at 375 degrees Celsius after removal of stones and coarse roots. Soil nitrate, soil ammonium and total nitrogen mineralization rates were calculated as grams per dry weight and grams per organic matter content.\n\nAll results were entered into Excel spreadsheets. Results from all the analyses were combined into one Excel spreadsheet. Data were then exported from this combined Excel spreadsheet as .csv files for ingestion into the EIDC.","locations":["POLYGON((-4.034 52.935, -4.034 53.251, -3.358 53.251, -3.358 52.935, -4.034 52.935))"],"orcid":["https://orcid.org/0000-0003-4649-0677","https://orcid.org/0000-0002-2713-4389"],"organisation":["Centre for Ecology & Hydrology","University of Jaén","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre","UK Centre for Ecology & Hydrology"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/0c17a041-8852-4800-9c04-2ab2dd858837","10.5285/0c17a041-8852-4800-9c04-2ab2dd858837"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/00pggkr55","https://ror.org/0122p5f64","https://ror.org/04xw4m193"],"state":"published","supplementalName":["Turf2Surf"],"title":"Soil respiration responses to carbon, nitrogen and phosphorous additions to topsoil and subsoil cores from the Conwy catchment in North Wales (2014)","topic":["0/Ecosystem services/","0/Soil/"],"version":1.0,"view":["public","danor"],"shortenedDescription":"The data consists of raw data on measured carbon dioxide (CO2) and nitrous oxide concentration (N2O) concentrations from intact soil topsoil (0-15 cm) and subsoil cores (85-100 cm) to added carbon, nitrogen and phosphorus. Four land uses (Bog, acid grassland, improved..."},{"publicationDate":"2020-06-15T00:00:00.000+00:00","authorAffiliation":["University of York"],"authorGivenName":["S."],"authorFamilyName":["Fleiss"],"authorFullName":["Fleiss, S."],"authorOrcid":["https://orcid.org/0000-0001-6298-236X"],"catalogue":"eidc","description":"The R code \"carbon_stock_calculations.R\" estimates aboveground carbon stocks for 49 plots in 14 fragmented forest sites and 4 continuous forest sites in Sabah, Malaysian Borneo, using the vegetation dataset 'Vegetation and habitat data for fragmented and continuous forest sites in Sabah, Malaysian Borneo, 2017'. The 14 fragmented sites were all in Roundtable on Sustainable Palm Oil-certified oil palm plantations, and are hereafter termed 'conservation set-asides'. The code also estimates the aboveground carbon stocks of oil palm plantations for comparison.\n\nThe R code \"analyses_and_figures.R\" runs analyses and makes figures of aboveground carbon stocks and associated plant diversity for these sites, as presented in Fleiss et al. (2020)\n\nThis R code was created in order to investigate the following: (1) to establish the value of conservation set-asides for increasing oil palm plantation aboveground carbon stocks; (2) to establish whether set-asides with high aboveground carbon stocks can have co-benefits for plant diversity; (3) to compare the carbon stocks and vegetation structure of conservation set-asides with that of continuous forest, including assessing tree regeneration potential by examining variation in seedling density; (4) to examine potential drivers of variation in aboveground carbon stocks of conservation set-asides (topography, degree of fragmentation, and soil parameters); (5) to scale-up the estimates of the aboveground carbon stocks of conservation set-asides, in order to predict average carbon stocks of oil palm plantations with and without set-asides, and for varying coverage of set-asides across the plantation.","documentType":"GEMINI_DOCUMENT","identifier":"9ff5cdca-b504-4994-8b07-5912ee6aff47","incomingCitationCount":1,"givenName":["S.","Susannah"],"familyName":["Fleiss"],"fullName":["Fleiss, S."],"keyword":["Borneo","Agriculture","Biodiversity","Climate and climate change","Ecosystem services","Land use","Soil","Forest fragmentation","Oil palm","Tropical rainforest","Conservation set-aside","Sustainable agriculture","Agricultural landscapes","Plant biodiversity","Flora","Carbon storage","Roundtable on Sustainable Palm Oil","Planta","climate change mitigation","flora (biology)","biodiversity","agricultural ecology","environmental impact of agriculture","agriculture","tropical forest"],"keywordsPlace":["Borneo"],"keywordsTheme":["Agriculture","Biodiversity","Climate and climate change","Ecosystem services","Land use","Soil"],"keywordsOther":["Forest fragmentation","Oil palm","Tropical rainforest","Conservation set-aside","Sustainable agriculture","Agricultural landscapes","Plant biodiversity","Flora","Carbon storage","Roundtable on Sustainable Palm Oil","Planta","climate change mitigation","flora (biology)","biodiversity","agricultural ecology","environmental impact of agriculture","agriculture","tropical forest"],"licence":"Open government licence","lineage":"The data used in these analyses were collected in July - October 2017. The 14 fragmented sites were all in Roundtable on Sustainable Palm Oil-certified oil palm plantations; and they varied from isolated forest fragments to sites connected to forest reserves outside the oil palm plantation. The four continuous forest sites were located in Danum Valley and Malua Forest Reserves, and include both primary and logged forest sites.\n\nAt each site, vegetation was surveyed in 2-3 circular plots spaced 100 m apart along a transect (the smallest fragmented sites had only 2 plots and all other sites had 3). In each plot, living trees and palms, saplings, seedlings, deadwood, and lianas on trees were surveyed in a nested plot design. All living trees, saplings and seedlings were identified to genus, and to species where possible. Field data were collected in collaboration with experienced local botanists. In addition, eight soil parameters were measured from topsoil samples in each plot. Metrics relating to the degree of forest fragmentation in the surrounding landscape were calculated for each plot, using drone (UAV) imagery from an oil palm company. Note that additional measurements (e.g. ground vegetation) are available in the full dataset, which were not included in these analyses (see https://doi.org/10.5285/c67b06b7-c3f6-49a3-baf2-9fc3a72cb98a ).","locations":["POLYGON((117.095 4.965, 117.095 6.339, 118.49 6.339, 118.49 4.965, 117.095 4.965))"],"orcid":["https://orcid.org/0000-0001-6298-236X"],"organisation":["University of York","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Model code","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/9ff5cdca-b504-4994-8b07-5912ee6aff47","10.5285/9ff5cdca-b504-4994-8b07-5912ee6aff47"],"resourceStatus":"Available","resourceType":"Application","rightsHolder":["University of York"],"ror":["https://ror.org/04m01e293","https://ror.org/04xw4m193"],"state":"published","title":"R code to reproduce analyses of aboveground carbon stocks and associated plant diversity in fragmented and continuous forest sites in Sabah, Malaysian Borneo, 2017","topic":["0/Agriculture/","0/Biodiversity/","0/Climate and climate change/","0/Ecosystem services/","0/Land use/","0/Soil/"],"version":1.0,"view":["public","leav"],"shortenedDescription":"The R code \"carbon_stock_calculations.R\" estimates aboveground carbon stocks for 49 plots in 14 fragmented forest sites and 4 continuous forest sites in Sabah, Malaysian Borneo, using the vegetation dataset 'Vegetation and habitat data for fragmented and continuous..."},{"publicationDate":"2017-05-03T00:00:00.000+00:00","authorAffiliation":["University of Nairobi","International Livestock Research Institute (ILRI) Kenya"],"authorGivenName":["S.A","C.","D.","B."],"authorFamilyName":["Bukachi","Mwihaki","Grace","Bett"],"authorFullName":["Bukachi, S.A.","Mwihaki, C.","Grace, D.","Bett, B."],"authorOrcid":["https://orcid.org/0000-0002-1931-1891","https://orcid.org/0000-0002-0195-9489","https://orcid.org/0000-0001-9376-2941"],"authorRor":["https://ror.org/02y9nww90","https://ror.org/01jxjwb74"],"catalogue":"eidc","description":"The data comprises of two datasets. The first consists of text files of anonymised transcripts from focus group discussions (FGDs) on livelihood activities, ecosystem services and the prevalent human and animal health problems in irrigated and non-irrigated areas in northeastern Kenya. The second comprises of scores from proportional piling exercises which showed the distribution of wealth categories and livestock species kept. The study was conducted between August and October, 2013 and the data were collected as open-ended meeting notes and audio clips captured using digital recorders. Written/thumb print consent was always obtained from each individual in the group. All the discussions were also recorded, with the participant's permission. Thirteen FGDs were held in the irrigated areas in Bura and Hola, Tana River County involving farmers who grew a variety of crops for subsistence and commercial purposes. The others were held in Ijara and Sangailu, Garissa County inhabited by transhumance pastoralists. Each group comprised of 10 to 12 people and the discussions were guided by a check list. The transcribed documents were formatted in Microsoft Word (2013) and saved as text files in preparation for analysis. The aim of the study was to collate perceptions of land use change and their effects on ecosystem services.\n\nThe data were collected by enumerators trained by experienced researchers from the University of Nairobi and the International Livestock Research Institute (Kenya).\n\nThis dataset is part of a wider research project, the Dynamic Drivers of Disease in Africa Consortium (DDDAC). The research was funded by NERC project NE-J001570-1 with support from the Ecosystem Services for Poverty Alleviation Programme (ESPA). Additional funding was provided by the CGIAR Research Program Agriculture for Nutrition and Health.","documentType":"GEMINI_DOCUMENT","identifier":"4f569d73-30c5-4b12-bca7-8901fb567594","incomingCitationCount":1,"givenName":["B.","S.A","C.","D."],"familyName":["Bett","Bukachi","Mwihaki","Grace"],"fullName":["Bett, B.","Bukachi, S.A.","Mwihaki, C.","Grace, D."],"keyword":["Kenya","Drivers of Disease in Africa Consortium (DDDAC)","Ecosystem Services for Poverty Alleviation (ESPA)","Ecosystem services","pastoralism","wealth categories","livelihoods","ecosystem services","irrigation","infectious disease"],"keywordsPlace":["Kenya"],"keywordsProject":["Drivers of Disease in Africa Consortium (DDDAC)","Ecosystem Services for Poverty Alleviation (ESPA)"],"keywordsTheme":["Ecosystem services"],"keywordsOther":["pastoralism","wealth categories","livelihoods","ecosystem services","irrigation","infectious disease"],"licence":"Open government licence","lineage":"Records from the digital recorders were transcribed and cross-checked with the notes made in the course of the meeting for quality control.  Written/thumb print consent was always obtained from each individual in the group. All the discussions were also recorded, with the participant's permission. The transcribed documents were formatted in Microsoft Word (2013) and saved as text files in preparation for analysis. Transcripts were analysed according to the framework developed by Hennink et al. (2011). The data were split into two: (i) responses to open ended questions stored as text files, and (ii) scores from proportional piling exercises which showed the distribution of wealth categories (rich, moderate and poor categories) and livestock species kept (cattle, sheep, goats, camels, chicken and donkeys). These scores were entered into Microsoft Excel and saved as a csv file for use in statistical analysis that employed non-parametric tests. Variables that are common between these two datasets are: date of the field survey (date), study site, village and group (men only, women only or mixed) involved in the discussions. Data was exported from the Excel files as .csv files for ingestion into the EIDC. The Microsoft Word files were exported as .txt files for ingestion into the EIDC.","locations":["POLYGON((38.93 -1.89, 38.93 -0.64, 41.14 -0.64, 41.14 -1.89, 38.93 -1.89))"],"orcid":["https://orcid.org/0000-0001-9376-2941","https://orcid.org/0000-0002-1931-1891","https://orcid.org/0000-0002-0195-9489"],"organisation":["International Livestock Research Institute (ILRI) Kenya","University of Nairobi","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/4f569d73-30c5-4b12-bca7-8901fb567594","10.5285/4f569d73-30c5-4b12-bca7-8901fb567594"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/01jxjwb74","https://ror.org/02y9nww90","https://ror.org/04xw4m193"],"state":"published","title":"Qualitative data on land use change and ecosystem services from participatory surveys in northeastern, Kenya (August-October, 2013)","topic":["0/Ecosystem services/"],"version":1.0,"view":["public","danor"],"shortenedDescription":"The data comprises of two datasets. The first consists of text files of anonymised transcripts from focus group discussions (FGDs) on livelihood activities, ecosystem services and the prevalent human and animal health problems in irrigated and non-irrigated areas in..."},{"publicationDate":"2017-12-01T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology"],"authorGivenName":["P.E.","S.R."],"authorFamilyName":["Levy","Leeson"],"authorFullName":["Levy, P.E.","Leeson, S.R."],"authorOrcid":["https://orcid.org/0000-0002-8505-1901"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"The data set contains fluxes of nitrous oxide (N2O) from Whim peatbog in central Scotland, measured using chamber methods. A nitrogen deposition experiment was carried out at the site, where nitrogen was applied in different forms (ammonium, nitrate, and ammonia) at doses from zero to ~100 kg N per ha per year. Flux measurements were made over a six month period starting at the end of March, 2012. The experiment was begun in 2002 under the NERC Global Nitrogen Enrichment (GaNE) programme, and continued under various funding sources.\n\nThis work was supported by the Natural Environment Research Council award number NE/R016429/1 as part of the UK-SCAPE programme delivering National Capability.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/R016429/1"],"identifier":"7c1dd26a-5df5-4b90-854b-70d0d97eb78a","incomingCitationCount":1,"givenName":["Peter","P.E.","S.R."],"familyName":["Levy","Leeson"],"fullName":["Levy, P.","Levy, P.E.","Leeson, S.R."],"keyword":["Whim peatbog","Scotland","UK-SCAPE","NERC Global Nitrogen Enrichment (GaNE) programme","Ecosystem services","Climate and climate change","Pollution","nitrous oxide","nitrogen oxides","pollutant deposition","ammonia","ammonium","nitrate"],"keywordsPlace":["Whim peatbog","Scotland"],"keywordsProject":["UK-SCAPE","NERC Global Nitrogen Enrichment (GaNE) programme"],"keywordsTheme":["Ecosystem services","Climate and climate change","Pollution"],"keywordsOther":["nitrous oxide","nitrogen oxides","pollutant deposition","ammonia","ammonium","nitrate"],"licence":"Open government licence","lineage":"The data were collected using the static chamber method.  Gas samples were taken from chambers in the field via syringe and injected into vials for storage and later analysis. Samples were analysed on a gas chromatagraph (GC) in the lab.  Concentrations were calculated from GC peak areas, calibrated against standard gases of known concentration. Fluxes were calculated from the concentration change in each chamber by linear and non-linear regression using the R package RCflux. Fluxes are expressed as nmoles of nitrous oxide per square metre per second. Each flux has an associated 95 % confidence interval, based on the regression fit, which gives a guide to the reliability and uncertainty of each measurement.","locations":["POLYGON((-3.28 55.76, -3.28 55.77, -3.27 55.77, -3.27 55.76, -3.28 55.76))"],"orcid":["https://orcid.org/0000-0002-8505-1901"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/7c1dd26a-5df5-4b90-854b-70d0d97eb78a","10.5285/7c1dd26a-5df5-4b90-854b-70d0d97eb78a"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","supplementalDescription":["Leeson, S.R., Levy, P.E., van Dijk, N., Drewer, J., Robinson, S., Jones, M.R., Kentisbeer, J., Washbourne, I., Sutton, M.A., and Sheppard, L.J.: Nitrous oxide emissions from a peatbog after thirteen years of experimental nitrogen deposition, Biogeosciences Discuss., in review, 2016"],"title":"Nitrous oxide emissions from Whim peatbog after thirteen years of experimental nitrogen deposition","topic":["0/Ecosystem services/","0/Climate and climate change/","0/Pollution/"],"version":1.0,"view":["public","leav"],"shortenedDescription":"The data set contains fluxes of nitrous oxide (N2O) from Whim peatbog in central Scotland, measured using chamber methods. A nitrogen deposition experiment was carried out at the site, where nitrogen was applied in different forms (ammonium, nitrate, and ammonia) at..."},{"publicationDate":"2018-11-06T00:00:00.000+00:00","altTitle":["Abrupt Changes in Ecosystem Services and Wellbeing in Mozambican Woodlands (ACES) project","Ecosystem Services for Poverty Alleviation (ESPA) programme"],"authorAffiliation":["Icatalist, S.L.","IUCN Mozambique","University of Diffa","International Institute for Environment and Development (IIED)","Unaffiliated","University of Edinburgh"],"authorGivenName":["Pedro","J.","M.","I.","R.","M.J.","G."],"authorFamilyName":["Zorrilla-Miras","Matediane","Mahamane","Nhantumbo","Varela","Metzger","Patenaude"],"authorFullName":["Zorrilla-Miras, P.","Matediane, J.","Mahamane, M.","Nhantumbo, I.","Varela, R.","Metzger, M.J.","Patenaude, G."],"authorOrcid":["https://orcid.org/0000-0002-5019-1015","https://orcid.org/0000-0002-5119-5894","https://orcid.org/0000-0001-7552-7470"],"authorRor":["https://ror.org/02srvn192","https://ror.org/01nrxwf90"],"catalogue":"eidc","description":"Data comprise causal diagrams which show links between aspects that influence the well-being of rural inhabitants (e.g. good quality of food, good family relationships, education, etc) with ecosystem services (e.g. food from trees, wood sticks for construction, firewood, wood for charcoal production, etc.) and their causes (e.g. change in land use) in rural Mozambique.\n\nInformation was gathered at 20 workshops held in Maputo, Xai Xai, Lichinga, Quelimane, and at village level in the districts of Mabalane, Marrupa and Gurue in 2014 and 2015. The objective of the workshops was to examine aspects that influence well-being and their causes in the miombo woodland area of rural Mozambique. One of the objectives of the project was to construct Bayesian belief networks (BBNs) to model future land use change scenarios in rural Mozambique using a participatory approach, to evaluate the consequences of deforestation in the well-being of the rural population.\n \nThe data were collected as part of the Abrupt Changes in Ecosystem Services and Wellbeing in Mozambican Woodlands (ACES) project and were funded by the Ecosystem Services for Poverty Alleviation (ESPA) programme, funded by NERC, the Economic & Social Research Council (ESRC) and the Department for International Development (DfID), the three are government organizations from UK. The project was led by the University of Edinburgh, with the collaboration of the Universidad Mondlane, the IIED, and other organizations. ","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/K010395/1"],"identifier":"14622c4b-8bd4-4624-8ea6-35da7da211cd","incomingCitationCount":0,"givenName":["Pedro","J.","M.","I.","R.","M.J.","G."],"familyName":["Zorrilla-Miras","Matediane","Mahamane","Nhantumbo","Varela","Metzger","Patenaude"],"fullName":["Zorrilla-Miras, P.","Matediane, J.","Mahamane, M.","Nhantumbo, I.","Varela, R.","Metzger, M.J.","Patenaude, G."],"keyword":["Mozambique","miombo woodland","ACES","ESPA programme","Ecosystem services"],"keywordsPlace":["Mozambique","miombo woodland"],"keywordsProject":["ACES","ESPA programme"],"keywordsTheme":["Ecosystem services"],"licence":"Open government licence","lineage":"The data were collected during the development of 20 workshops. Four of them were in cities, and the rest in rural villages. The first type of workshops were divided in two parts, one devoted to Bayesian belief networks (BBN) and the second to scenario construction. \n\nThe data was collected in different ways and formats: 1) one to three persons took notes during the workshops; 2) we recorded most of the discussions after obtaining the acceptance from the participants for doing so; 3) we took pictures of the materials generated, with the necessary quality to read and interpret the content. \n\nTwo persons were in charge of writing down the results from the workshops in the presented documents: one of them wrote a first version, which was then reviewed by a second person. Both persons had been present during the workshops. Both of them did a final review of the documents, and then were approved as official results from the project. ","locations":["POLYGON((30.21 -26.92, 30.21 -10.33, 41.05 -10.33, 41.05 -26.92, 30.21 -26.92))"],"orcid":["https://orcid.org/0000-0002-5019-1015","https://orcid.org/0000-0002-5119-5894","https://orcid.org/0000-0001-7552-7470"],"organisation":["Icatalist, S.L.","IUCN Mozambique","University of Diffa","International Institute for Environment and Development (IIED)","Unaffiliated","University of Edinburgh","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/14622c4b-8bd4-4624-8ea6-35da7da211cd","10.5285/14622c4b-8bd4-4624-8ea6-35da7da211cd"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/02srvn192","https://ror.org/01nrxwf90","https://ror.org/04xw4m193"],"state":"published","supplementalDescription":["Understanding Land Use, Land Cover and Woodland-Based Ecosystem Services Change, Mabalane, Mozambique. 2017 Mansour Mahamane, Pedro Zorrilla-Miras, Peter Verweij, Casey Ryan, Genevieve Patenaude, Isla Grundy, Isilda Nhantumbo, Marc Metzger, Natasha Ribeiro, Sophia Baumert, Frank Vollmer. Energy and Environment Research; Vol. 7, No. 1, doi:10.5539/eer.v7n1p1 ","Environmental Conservation and Social Benefits of Charcoal Production in Mozambique. 2017. Pedro Zorrilla-Miras, Mansour Mahamane, Marc J. Metzger, Sophia Baumert, Frank Vollmer, Ana Catarina Luz, Emily Woollen, Almeida A. Sitoe, Genevieve Patenaude, Isilda Nhantumbo, Casey M.Ryan, James Paterson, Maria Juliet Matediane, Natasha Sofian Ribeiro, Isla M.Grundy. Ecological Economics Volume 144, February 2018, Pages 100-111\n","Making the links between woodlands and wellbeing: a multi-stakeholder approach. Isilda Nhantumbo, Pedro Zorrilla Miras, Maria Julieta Matediane, Genevieve Patenaude, Marc Metzger, James Paterson, Luis Artur, Mansour Mahamane, Almeida Sitoe"],"supplementalName":["Ecosystems Services for Poverty Alleviation (ESPA) programme","ACES project: livelihoods and land use change in Mozambique Abrupt Changes in Ecosystem Services and Wellbeing in Mozambican Woodlands?"],"title":"Causal diagrams linking rural well-being with forest ecosystem services in Mozambique (2014 and 2015)","topic":["0/Ecosystem services/"],"version":1.0,"view":["public","jgar"],"shortenedDescription":"Data comprise causal diagrams which show links between aspects that influence the well-being of rural inhabitants (e.g. good quality of food, good family relationships, education, etc) with ecosystem services (e.g. food from trees, wood sticks for construction, 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