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Yahya","G.","R.","C.","M.E.","L.","M.","C.S.","H."],"authorOrcid":["https://orcid.org/0000-0002-7187-4384","https://orcid.org/0000-0002-6699-7312","https://orcid.org/0000-0002-7682-4490","https://orcid.org/0000-0001-5445-4911","https://orcid.org/0000-0001-6182-9208","https://orcid.org/0000-0003-0422-4063","https://orcid.org/0000-0001-6694-8994","https://orcid.org/0000-0003-2656-961X","https://orcid.org/0000-0003-4719-7130","https://orcid.org/0000-0002-6472-9875"],"authorRor":["https://ror.org/01nrxwf90","https://ror.org/02jx3x895","https://ror.org/0524sp257","https://ror.org/00vtgdb53","https://ror.org/024mrxd33"],"availability":"Available","catalogue":"eidc","dataFormat":["Shapefile","Comma-separated values (CSV)","TIFF","json"],"description":"This dataset contains a digital urban scenario, named Tomorrowville, that is developed as a testbed for multi-hazard risk assessments and to evaluate the performance of urbanisation scenarios. Tomorrowville was created to represent a global-south urban setting by means of its socio-economic and physical aspects. It covers an area of 500ha located south of Kathmandu (Nepal).  The dataset consists of 5 different data types:\n\n-\tBuildings: Data representing the building footprints for today and 50 years from now including specific attributes to be used within multi-hazard risk assessments.\n-\tLand uses: Data representing the land use information for today and 50 years from now.\n-\tVulnerability: Tabular files that contain vulnerability functions for buildings under earthquake and flood hazards.\n-\tHousehold: Data that contains social attributes of the Tomorrowville, such as the level of education, age, gender and working status of the individuals and their states in the households.\n-\tHazards: Data representing the hazards (earthquake (eq), floods (fl) and debris flows (df) that may impact the case study areas of Tomorrowville.\n\nObservational data of the built environment and socio-economical properties of Kathmandu and Nairobi were used in addition to synthetic social data to create the initial scenario. This is a synthetic social dataset, meaning it was derived from existing population projections and distributions for the testbed but does not reflect the reality on the ground. It is synthetically created using specific algorithms in a GIS environment to represent a Global South social context.\n\nFor the building data, Open Street Map (OSM) database is used as a basis. The data is scraped from OSM and modified to represent an urban context for Tomorrowville. The attributes are also modified to be able to use in a multi-hazard risk computation. A taxonomy string is generated for each building that represents an acronym for its building code level, number of storeys, occupation type and structural system. The hazards that were existing in the selected spatial extent were earthquake, flood, and debris flow. Hazard data represents an intensity measure for the relevant hazard type (ground acceleration for earthquake, flow velocity for the flood and debris flow hazards). The following hazard input data are included:\n\n-\tFor the flood simulations, the discharge and rainfall time series are generated based on moderate to peak daily data based on recorded data from the Department of Hydrology and Meteorology, Nepal.\n-\tEarthquake hazard sources are generated and simulated by Jenkins et al. (2023).\n-\tFor the debris-flow and flood simulations tri-stereo Pleiades satellite imagery is used to produce a 2m resolution Digital Elevation Model.\n\nThe work to create this dataset is supported by NERC as part of the GCRF Urban Disaster Risk Hub (NE/S009000/1)","documentType":"GEMINI_DOCUMENT","familyName":["Menteşe","McCloskey","Cremen","Gentile","Galasso","Filippi","Jenkins","Creed","Watson","Sinclair","Pelling"],"fullName":["Menteşe, E.Y.","McCloskey, J.","Cremen, G.","Gentile, R.","Galasso, C.","Filippi, M.E.","Jenkins, L.","Creed, M.","Watson, C.S.","Sinclair, H.","Pelling, M."],"funder":["Natural Environment Research Council"],"givenName":["Emin Yahya","J.","G.","R.","C.","M.E.","L.","M.","C.S.","H."],"grant":["NE/S009000/1"],"identifier":"8b5834a5-ae8a-4f24-836c-16fab961aeb3","incomingCitationCount":0,"keyword":["GCRF Urban Disaster Risk Hub","Environmental risk","GIS digital format","exposure","multi-hazard","city","virtual","testbed","Tomorrowville","risk assessment"],"keywordsOther":["GIS digital format","exposure","multi-hazard","city","virtual","testbed","Tomorrowville","risk assessment"],"keywordsProject":["GCRF Urban Disaster Risk Hub"],"keywordsTheme":["Environmental risk"],"licence":"Open government licence","lineage":"As an interdisciplinary process, knowledge and perspective of different disciplines helped us shape the characteristics holistically and enabled us to construct a comprehensive understanding of the testbed. By bringing qualitative and quantitative approaches together, it became possible to integrate both social and physical characteristics with the facilitation of urban planning and GIS disciplines. The development of Tomorrowville started in June 2021. Between June and December 2021, there have been around 30 inter-disciplinary online meetings within our research group regarding the development of Tomorrowville. The team consisted of 2 structural engineers, 4 geoscientists, 4 social scientists and a GIS expert with an urban planning background. Local researchers from Kathmandu and Nairobi had structural engineering and urban planning expertise and they provided insight into our approach which enabled us to be more realistic in terms of the spatial context we represent within Tomorrowville.\n\nThe building footprints are derived from some sample data gathered from Open Street Map database and modified to fit the aims of the dataset. The exposure data is synthetic. All flood simulations are generated using Caesar-Lisflood, a landscape evolution model (LEM) that combines the hydrological and surface flow model, Lisflood-FP (Bates et al. 2010), with the CAESAR landscape evolution model (Coulthard et al. 2013). For landslide analysis digital elevation model from tri-stereo Pleiades satellite imagery is benefited. For debris-flow analysis, rainfall-driven LaharFlow dynamic hazard model is used. The vulnerability data are produced based on consultation with local partners and global vulnerability databases such as Joint Research Center’s “Global flood depth-damage functions: Methodology and the database with guidelines”.\n\nThe synthetic social data was produced through bespoke algorithms that considered population characteristics and projections relevant for the area. These algorithms are developed to generate a population that would live in future urban scenario within the designed built environment. The algorithms were coded in MATLAB software environment.","locations":["POLYGON((85.28 27.656, 85.28 27.745, 85.365 27.745, 85.365 27.656, 85.28 27.656))"],"metadataDate":"2026-06-29T16:02:56.000Z","orcid":["https://orcid.org/0000-0002-7187-4384","https://orcid.org/0000-0002-6699-7312","https://orcid.org/0000-0002-7682-4490","https://orcid.org/0000-0001-5445-4911","https://orcid.org/0000-0001-6182-9208","https://orcid.org/0000-0003-0422-4063","https://orcid.org/0000-0001-6694-8994","https://orcid.org/0000-0003-2656-961X","https://orcid.org/0000-0003-4719-7130","https://orcid.org/0000-0002-6472-9875"],"organisation":["Anofa Engineering, Planning and Informatics Ltd","University of Edinburgh","Anofa Engineering, Planning and Informatics Ltd.","University College London","University of Bristol","University of Glasgow","University of Leeds","NERC EDS Environmental Information Data Centre"],"publicationDate":"2025-04-22T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/8b5834a5-ae8a-4f24-836c-16fab961aeb3","10.5285/8b5834a5-ae8a-4f24-836c-16fab961aeb3","doi:10.5285/8b5834a5-ae8a-4f24-836c-16fab961aeb3"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/01nrxwf90","https://ror.org/02jx3x895","https://ror.org/0524sp257","https://ror.org/00vtgdb53","https://ror.org/024mrxd33","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset contains a digital urban scenario, named Tomorrowville, that is developed as a testbed for multi-hazard risk assessments and to evaluate the performance of urbanisation scenarios. Tomorrowville was created to represent a global-south urban setting by means…","state":"published","supplementalDescription":["Gentile, R., Cremen, G., Galasso, C., Jenkins, L. T., Manandhar, V., Menteşe, E. Y., Guragain, R., & McCloskey, J. (2022). Scoring, selecting, and developing physical impact models for multi-hazard risk assessment. In International Journal of Disaster Risk Reduction (Vol. 82, p. 103365). Elsevier BV. https://doi.org/10.1016/j.ijdrr.2022.103365","Jenkins, L. T., Creed, M. J., Tarbali, K., Muthusamy, M., Trogrlić, R. Š., Phillips, J. C., Watson, C. S., Sinclair, H. D., Galasso, C., & McCloskey, J. (2023). Physics-based simulations of multiple natural hazards for risk-sensitive planning and decision making in expanding urban regions. In International Journal of Disaster Risk Reduction (Vol. 84, p. 103338). Elsevier BV. https://doi.org/10.1016/j.ijdrr.2022.103338","Menteşe, E. Y., Cremen, G., Gentile, R., Galasso, C., Filippi, M. E., & McCloskey, J. (2023). Future exposure modelling for risk-informed decision making in urban planning. In International Journal of Disaster Risk Reduction (Vol. 90, p. 103651). Elsevier BV. https://doi.org/10.1016/j.ijdrr.2023.103651"],"title":"Virtual urban testbed representing a Global South urban setting based on Nairobi, Kenya and Kathmandu, Nepal contexts","topic":["0/Environmental risk/"],"version":1.0,"view":["public","jashun"]},{"authorAffiliation":["University of Edinburgh","Maldives Resilient Reefs"],"authorFamilyName":["Arnull","Tudhope","Wilson","Ganeshram","Hashim","Ziyadh"],"authorFullName":["Arnull, J.","Tudhope, A.W.","Wilson, A.M.W.","Ganeshram, R.S.","Hashim, A.S.","Ziyadh, A.M."],"authorGivenName":["J","A.W.","A.M.W.","R.S.","A.S.","A.M."],"authorOrcid":["https://orcid.org/0009-0007-0389-9292","https://orcid.org/0000-0003-1819-3325","https://orcid.org/0000-0002-5150-1310","https://orcid.org/0000-0003-4735-6752"],"authorRor":["https://ror.org/01nrxwf90"],"availability":"Embargoed","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"The data consist of coral bleaching data; coral elemental and isotopic data (of coral host tissue and algal symbionts); coral metric data (size and depth of coral colonies used in experiment); water nutrient data collected next to corals over the experimental period; diffuser weights of fertiliser bags (to help calculate diffusion rates of fertiliser loss) and temperature data (recorded over the experimental windows in-situ and using satellite data). \n\nThis dataset contains in-situ experimental information relating two separate nutrient enrichment experiments that were conducted over January - June 2022 and January 2023 - July 2024. The experiments were designed to understand the in-situ bleaching and nutrients responses of corals (Pocillopora spp.) to the interactive effect of elevated temperatures and elevated nutrient concentrations relative to controls. Slow-release agricultural fertilisers were used to elevate local concentrations. In 2022, two types of fertilisers were used (High N = 18-9-10 NPK or High P = 13-13-13 NPK). In 2023-24, the same fertiliser was used (24-7-14 NPK) but at two quantities, medium-N (50-75 g of fertiliser) and high-N (150-200 g of fertiliser) to better understand thresholds. Both experiments were conducted on lagoonal patch reefs in Laamu atoll, Maldives. \n\nThe work has been undertaken has been funded by the GCRF-UKRI South Asian Nitrogen Hub and enabled through the University of Edinburgh and Maldivian non-governmental organisation, Maldives Resilient Reefs.","documentType":"GEMINI_DOCUMENT","familyName":["Arnull","Tudhope","Wilson","Ganeshram","Hashim","Ziyadh"],"fullName":["Jessica Arnull","Arnull, J.","Tudhope, A.W.","Wilson, A.M.W.","Ganeshram, R.S.","Hashim, A.S.","Ziyadh, A.M."],"funder":["Natural Environment Research Council"],"givenName":["J","A.W.","A.M.W.","R.S.","A.S.","A.M."],"grant":["NE/S009019/1"],"identifier":"c176bbd1-7ad6-43e7-b82b-7c707e95522f","incomingCitationCount":0,"keyword":["Pollution","Water quality","Biodiversity","coral reef","enrichment","experimental study","coastal pollution","isotope","nitrogen","Indian Ocean"],"keywordsOther":["coral reef","enrichment","experimental study","coastal pollution","isotope","nitrogen","Indian Ocean"],"keywordsTheme":["Pollution","Water quality","Biodiversity"],"licence":"Non-Open government licence","lineage":"Coral bleaching data was generated through a visual assessment against University of Queensland coral bleaching cards for each coral during the experiments, where 1 = bleached, 6 = not bleached. The depth and size of each coral were collected at the start of each experiment.  \n\nCoral nubbins were collected and separated out into tissue host fraction and algal symbiont fraction. These separate fractions were then analysed for elemental and isotopic compositions (percent carbon, percent nitrogen, δ13C and δ15N).\nWater sampling was conducted throughout both experiments and analysed for dissolved inorganic nutrients to confirm enrichment.  \n\nTemperature was logged throughout the experiments using HOBO loggers. Any lapse in logger functionality was addressed using supplementary nearby logger data or satellite data. \n\nA record of the fertiliser bags ('diffusers') was kept throughout the experiment to work out weight loss between diffuser changes. \n\nManual checks have been performed on the data to look for any error in data entry or values reported outside the expected range. This data is heterogenous in nature. Any outliers were then investigated and corrected where appropriate.","locations":["POLYGON((73.378 1.81, 73.378 1.998, 73.585 1.998, 73.585 1.81, 73.378 1.81))"],"metadataDate":"2026-06-27T13:39:09.000Z","orcid":["https://orcid.org/0009-0007-0389-9292","https://orcid.org/0000-0003-1819-3325","https://orcid.org/0000-0002-5150-1310","https://orcid.org/0000-0003-4735-6752"],"organisation":["University of Edinburgh","Maldives Resilient Reefs","NERC EDS Environmental Information Data Centre"],"publicationDate":"2026-02-25T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/c176bbd1-7ad6-43e7-b82b-7c707e95522f","10.5285/c176bbd1-7ad6-43e7-b82b-7c707e95522f","doi:10.5285/c176bbd1-7ad6-43e7-b82b-7c707e95522f"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/01nrxwf90","https://ror.org/04xw4m193"],"shortenedDescription":"The data consist of coral bleaching data; coral elemental and isotopic data (of coral host tissue and algal symbionts); coral metric data (size and depth of coral colonies used in experiment); water nutrient data collected next to corals over the experimental period;…","state":"published","title":"Coral bleaching and nutrient responses to elevated temperature and nutrient exposure, Laamu Atoll, Maldives, 2022-2024","topic":["0/Pollution/","0/Water quality/","0/Biodiversity/"],"version":1.0,"view":["public","katwri"]},{"authorAffiliation":["University of Edinburgh","University of Zimbabwe","Universidade Eduardo Mondlane","Universidade Lurio","Universidade Zambeze","Centro polivalente Leão Dehon"],"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."],"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."],"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"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"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","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."],"funder":["Natural Environment Research Council"],"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."],"grant":["NE/K010395/1"],"identifier":"52371ef0-855f-40c8-8567-f8965f9cbf03","incomingCitationCount":0,"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"],"keywordsOther":["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"],"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))"],"metadataDate":"2026-06-29T18:16:03.000Z","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"],"publicationDate":"2017-12-18T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/52371ef0-855f-40c8-8567-f8965f9cbf03","10.5285/52371ef0-855f-40c8-8567-f8965f9cbf03","doi:10.5285/52371ef0-855f-40c8-8567-f8965f9cbf03"],"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"],"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…","state":"published","title":"Local tree names, uses and species identification in Mozambique","topic":["0/Ecosystem services/"],"version":1.0,"view":["public","hajd"]},{"authorAffiliation":["University of Edinburgh"],"authorFamilyName":["Twyford","Becher"],"authorFullName":["Twyford, A.D.","Becher, H."],"authorGivenName":["A.D.","H."],"authorOrcid":["https://orcid.org/0000-0002-8746-6617","https://orcid.org/0000-0003-3700-2942"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset includes information on native eyebright plants (Euphrasia, Orobanchaceae) studied and measured at a range of sites across Britain and Ireland, with a special sampling focus on Fair Isle (Shetland, Scotland). \nAttributes measured are location information (Euphrasia species, coordinates and population description), individual plant trait data (including measures of floral and vegetative traits) and genome sizes. \n","documentType":"GEMINI_DOCUMENT","familyName":["Twyford","Becher"],"fullName":["Twyford, A.D.","Becher, H."],"funder":["Natural Environment Research Council"],"givenName":["A.D.","H."],"grant":["NE/R010609/1"],"identifier":"0a77d3b5-03ce-4a14-ab2d-acc4aa7bd0ef","incomingCitationCount":0,"keyword":["Euphrasia","species differences","Fair Isle","genome size","plant"],"keywordsOther":["Euphrasia","species differences","Fair Isle","genome size","plant"],"licence":"Open government licence","lineage":"Population location information was recorded on site and retained in a local database. Trait data was recorded both in the field and in a common garden experiment using wild collected seeds planted under standardised condition in the nursery at the Royal Botanic Garden Edinburgh (RBGE). Traits were measured in the field at a single defined sampling date and in the common garden on the date of first flowering and at the end of the flowering season. Genome size estimates were made from wild collected tissue samples sent to RBGKew, where genome sizes were estimated with flow cytometry using propidium iodide (PI)-stained nuclei and with the internal standard Oryza sativa ‘IR36’, and stored in a local database. ","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-06-29T16:51:10.000Z","orcid":["https://orcid.org/0000-0002-8746-6617","https://orcid.org/0000-0003-3700-2942"],"organisation":["University of Edinburgh","NERC EDS Environmental Information Data Centre"],"publicationDate":"2022-11-09T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/0a77d3b5-03ce-4a14-ab2d-acc4aa7bd0ef","10.5285/0a77d3b5-03ce-4a14-ab2d-acc4aa7bd0ef","doi:10.5285/0a77d3b5-03ce-4a14-ab2d-acc4aa7bd0ef"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/04xw4m193"],"shortenedDescription":"This dataset includes information on native eyebright plants (Euphrasia, Orobanchaceae) studied and measured at a range of sites across Britain and Ireland, with a special sampling focus on Fair Isle (Shetland, Scotland). \nAttributes measured are location information…","state":"published","title":"Genome size, phenotype and population location data for British native eyebrights (Euphrasia) ","version":1.0,"view":["public","glenn"]},{"authorAffiliation":["University of Edinburgh"],"authorFamilyName":["Stone"],"authorFullName":["Stone, G.N."],"authorGivenName":["G.N."],"authorRor":["https://ror.org/01nrxwf90"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"These data consist of quantitative and categorical scores for phenotypic attributes of 88 types of galls induced on oak trees (Quercus spp.) by cynipid gallwasps (Hymenoptera: Cynipidae: Cynipini). The recorded variables focus on attributes such as hardness, presence of surface spines or coatings of sticky resin, each of which are thought to contribute to protection of the gall inhabitants form attack by natural enemies such as parasitoid wasps and birds. Cynipid galls have separate sexual and asexual generation galls, each with different phenotypes. The dataset comprises values for 31 sexual generation galls and 58 asexual generation galls of a total of 69 cynipid species. The biological rationale for regarding these phenotypic traits as defences is explained in Bailey et al (2009). The purpose of these data is to include them as explanatory variables in statistical analyses that seek to quantify the effects of gall traits on the composition and abundance of parasitoid natural enemies in cynipid gall communities.","documentType":"GEMINI_DOCUMENT","familyName":["Stone"],"fullName":["Stone, G.N."],"funder":["Natural Environment Research Council"],"givenName":["G.N."],"grant":["NE/T000120/1"],"identifier":"bc10f720-2bb6-4ff4-ad63-257663fd41a3","incomingCitationCount":0,"keyword":["Hungary","Biodiversity","Cynipidae","Fagaceae","parasitoid","extended phenotype"],"keywordsOther":["Cynipidae","Fagaceae","parasitoid","extended phenotype"],"keywordsPlace":["Hungary"],"keywordsTheme":["Biodiversity"],"licence":"Open government licence","lineage":"The data were recorded for field samples of galls collected from 6 sites in Hungary in 2000-2003 as part of a study first published by Bailey et al (2009). There are 16 data columns, each providing information on a phenotypic properties scored as binary categorical (a particular trait is either present or absent), categorical (e.g. galls are allocated to a particular shape class), ordinal (for example, a ranked series of values of 1-4 is used to measure increasing gall hardness), or continuous (linear measurements of gall radius, height and volume). Scores for the ordinal variable ‘Tough’ were validated using continuous penetration scores recorded using a QTS-25 benchtop texture analyser (data not shown). Gall identifications were based on diagnostic features of external gall phenotypes by experienced field staff. Where necessary, gallwasp identifications were confirmed using DNA barcoding.","locations":["POLYGON((15.996 45.768, 15.996 48.763, 23.247 48.763, 23.247 45.768, 15.996 45.768))"],"metadataDate":"2026-06-29T17:15:14.000Z","organisation":["University of Edinburgh","NERC EDS Environmental Information Data Centre"],"publicationDate":"2025-06-02T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/bc10f720-2bb6-4ff4-ad63-257663fd41a3","10.5285/bc10f720-2bb6-4ff4-ad63-257663fd41a3","doi:10.5285/bc10f720-2bb6-4ff4-ad63-257663fd41a3"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/01nrxwf90","https://ror.org/04xw4m193"],"shortenedDescription":"These data consist of quantitative and categorical scores for phenotypic attributes of 88 types of galls induced on oak trees (Quercus spp.) by cynipid gallwasps (Hymenoptera: Cynipidae: Cynipini). The recorded variables focus on attributes such as hardness, presence…","state":"published","supplementalDescription":["Bailey, R., Schönrogge, K., Cook, J. M., Melika, G., Csóka, G., Thuróczy, C., & Stone, G. N. (2009). Host Niches and Defensive Extended Phenotypes Structure Parasitoid Wasp Communities. PLoS Biology, 7(8), e1000179. "],"title":"Morphology phenotype data of 88 types of galls induced on oak trees by cynipid gallwasps from 6 sites in Hungary, 2000-2003","topic":["0/Biodiversity/"],"version":1.0,"view":["public","jashun"]},{"authorAffiliation":["Charles University","University of St Andrews","Instituto de Investigaciones de la Amazonía Peruana","University of Edinburgh","University of Leeds","Servicio Nacional Forestal y de Fauna Silvestre","University of Liverpool","Center for International Forestry Research (CIFOR)","Karlsruhe Institute for Technology","Sam Houston State University Natural History Museum","Unaffiliated","University of Leicester","San Diego Zoo"],"authorFamilyName":["Hastie","Honorio Coronado","Reyna Huaymacari","Mitchard","Åkesson","Baker","Cole","Cordova Oroche","Dargie","Dávila","De Grandi","del Aguila-Pasquel","Del Castillo Torres","De la Cruz Paiva","Draper","Flores","Grandez Ríos","Hergoualc’h","Householder","Janovec","Lähteenoja","Reyna","Rodríguez-Veiga","Roucoux","Tobler","Wheeler","Williams","Lawson"],"authorFullName":["Hastie, A.","Honorio Coronado, E.H.","Reyna Huaymacari, J.","Mitchard, E.T.","Åkesson, C.","Baker, T.R.","Cole, L.E.S.","Cordova Oroche, C.J.","Dargie, G.C.","Dávila, N.","De Grandi, E.C.","del Aguila-Pasquel, J.","Del Castillo Torres, D.","De la Cruz Paiva, R.","Draper, F.C.","Flores, G.","Grandez Ríos, J.","Hergoualc’h, K.","Householder, J.E.","Janovec, J.P.","Lähteenoja, O.","Reyna, D.","Rodríguez-Veiga, P.","Roucoux, K.H.","Tobler, M.","Wheeler, C.E.","Williams, M.","Lawson, I.T."],"authorGivenName":["A.","E.H.","J.","E.T.","C.","T.R.","L.E.S.","C.J.","G.C.","N.","E.C.","D.","R.","F.C.","G.","K.","J.E.","J.P.","O.","P.","K.H.","M.","C.E.","I.T."],"authorOrcid":["https://orcid.org/0000-0003-2098-3510","https://orcid.org/0000-0002-3251-1679","https://orcid.org/0000-0002-0692-3186","https://orcid.org/0000-0002-3547-2425"],"authorRor":["https://ror.org/024d6js02","https://ror.org/02wn5qz54","https://ror.org/010ywy128","https://ror.org/01nrxwf90","https://ror.org/024mrxd33","https://ror.org/04xs57h96","https://ror.org/01jbzz330","https://ror.org/04t3en479","https://ror.org/00yh3cz06","https://ror.org/04h699437"],"availability":"Available","catalogue":"eidc","dataFormat":["TIFF"],"description":"Spatial datasets of predicted land cover, peatland extent, peat thickness and peatland carbon storage for the Lowland Peruvian Amazon. ","documentType":"GEMINI_DOCUMENT","familyName":["Hastie","Honorio Coronado","Reyna Huaymacari","Mitchard","Åkesson","Baker","Cole","Cordova Oroche","Dargie","Dávila","De Grandi","del Aguila-Pasquel","Del Castillo Torres","De la Cruz Paiva","Draper","Flores","Grandez Ríos","Hergoualc’h","Householder","Janovec","Lähteenoja","Reyna","Rodríguez-Veiga","Roucoux","Tobler","Wheeler","Williams","Lawson"],"fullName":["Hastie, A.","Honorio Coronado, E.H.","Reyna Huaymacari, J.","Mitchard, E.T.","Åkesson, C.","Baker, T.R.","Cole, L.E.S.","Cordova Oroche, C.J.","Dargie, G.C.","Dávila, N.","De Grandi, E.C.","del Aguila-Pasquel, J.","Del Castillo Torres, D.","De la Cruz Paiva, R.","Draper, F.C.","Flores, G.","Grandez Ríos, J.","Hergoualc’h, K.","Householder, J.E.","Janovec, J.P.","Lähteenoja, O.","Reyna, D.","Rodríguez-Veiga, P.","Roucoux, K.H.","Tobler, M.","Wheeler, C.E.","Williams, M.","Lawson, I.T."],"givenName":["A.","E.H.","J.","E.T.","C.","T.R.","L.E.S.","C.J.","G.C.","N.","E.C.","D.","R.","F.C.","G.","K.","J.E.","J.P.","O.","P.","K.H.","M.","C.E.","I.T."],"identifier":"db3de2d7-b094-4d15-a40b-edb618ede889","incomingCitationCount":0,"keyword":["peat","Peru","mapping","Random Forest","Regression","remote sensing","carbon"],"keywordsOther":["peat","Peru","mapping","Random Forest","Regression","remote sensing","carbon"],"licence":"Open government licence","lineage":"A total of 1,128 ground reference points of vegetation type, peat presence/absence and (where applicable) peat thickness from the lowland Peruvian Amazon (LPA) were used to train (50% of the data) and validate (the remaining 50% of the data) predictive models of land cover, peatland extent, peat thickness and (in conjunction with laboratory measurements on peat samples) peat carbon storage. Input data to the model included a stack of seven remote-sensing layers, including two Sentinel-2 indices, three ALOS PALSAR-2 bands, SRTM digital elevation data, and a previous land-cover map. ","locations":["POLYGON((-77.78 -13.65, -77.78 -0.04, -68.65 -0.04, -68.65 -13.65, -77.78 -13.65))"],"metadataDate":"2026-06-29T16:52:05.000Z","orcid":["https://orcid.org/0000-0003-2098-3510","https://orcid.org/0000-0002-3251-1679","https://orcid.org/0000-0002-0692-3186","https://orcid.org/0000-0002-3547-2425"],"organisation":["Charles University","University of St Andrews","Instituto de Investigaciones de la Amazonía Peruana","University of Edinburgh","University of Leeds","Servicio Nacional Forestal y de Fauna Silvestre","University of Liverpool","Center for International Forestry Research (CIFOR)","Karlsruhe Institute for Technology","Sam Houston State University Natural History Museum","Unaffiliated","University of Leicester","San Diego Zoo","NERC EDS Environmental Information Data Centre","University of St Andrews "],"publicationDate":"2024-01-11T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/db3de2d7-b094-4d15-a40b-edb618ede889","10.5285/db3de2d7-b094-4d15-a40b-edb618ede889","doi:10.5285/db3de2d7-b094-4d15-a40b-edb618ede889"],"resourceType":"Dataset","rightsHolder":["University of St Andrews ","University of Edinburgh"],"ror":["https://ror.org/024d6js02","https://ror.org/02wn5qz54","https://ror.org/010ywy128","https://ror.org/01nrxwf90","https://ror.org/024mrxd33","https://ror.org/04xs57h96","https://ror.org/01jbzz330","https://ror.org/04t3en479","https://ror.org/00yh3cz06","https://ror.org/04h699437","https://ror.org/04xw4m193"],"shortenedDescription":"Spatial datasets of predicted land cover, peatland extent, peat thickness and peatland carbon storage for the Lowland Peruvian Amazon. ","state":"published","title":"Peatland distribution maps for lowland Peruvian Amazonia, 2022","version":1.0,"view":["public","margla"]},{"authorAffiliation":["University of Edinburgh","University of Aberdeen","James Hutton Institute","Scotland's Rural College","Wageningen University & Research","Cranfield University","University of Bristol","Newcastle University","University of Stirling","University of Vermont"],"authorFamilyName":["Myrgiotis","Slevin","Vetter","Aitkenhead","Dondini","Eory","Goglio","Harris","Hillier","House","Lefebrve","MacLeod","Manning","Medina-Carmona","Mohamed-Yunus","Moran","Payen","Rees","Sohi","Sykes","Williams","Wollenberg","Smith"],"authorFullName":["Myrgiotis, V.","Slevin, D.","Vetter, S.H.","Aitkenhead, M.","Dondini, M.","Eory, V.","Goglio, P.","Harris, J.","Hillier, J.","House, J.","Lefebrve, D.","MacLeod, M.","Manning, D.","Medina-Carmona, C.","Mohamed-Yunus, S.","Moran, D.","Payen, F.","Rees, B.","Sohi, S.","Sykes, A.","Williams, M.","Williams, A.","Wollenberg, L.","Smith, P."],"authorGivenName":["V.","D.","S.H.","M.","P.","J.","C.","S.","F.","B.","A.","L."],"authorRor":["https://ror.org/01nrxwf90","https://ror.org/016476m91","https://ror.org/03rzp5127","https://ror.org/044e2ja82","https://ror.org/04qw24q55","https://ror.org/05cncd958","https://ror.org/0524sp257","https://ror.org/01kj2bm70","https://ror.org/045wgfr59","https://ror.org/0155zta11"],"availability":"Available","catalogue":"eidc","dataFormat":["NetCDF"],"description":"Global spatial data on yields of wheat, sugarcane and maize at 0.25 and 0.5 degrees resolution for 2000-2014. Annual data on wheat, sugarcane and maize yield have been extracted from agricultural statistics, which are recorded annually at regional and national scale depending on the country. The yield data were spatially disaggregated to produce gridded maps (0.25 and 0.5 degrees spatial resolution) of yields per crop type. The earthstat dataset, which provides gridded data on crop distribution (i.e. a crop mask for 2000q), was used to obtain information on the spatial distribution of wheat, sugarcane and maize across the world. The spatial disaggregation process was repeated for every year between 2000 and 2014. The data were produced to constrain agro-ecosystem carbon cycling estimates used in large-scale atmospheric CO2 inversion studies and to be used as inputs in agro-ecosystem biogeochemistry models. The data are provided in netcdf4 (.nc) format.","documentType":"GEMINI_DOCUMENT","familyName":["Myrgiotis","Slevin","Vetter","Aitkenhead","Dondini","Eory","Goglio","Harris","Hillier","House","Lefebrve","MacLeod","Manning","Medina-Carmona","Mohamed-Yunus","Moran","Payen","Rees","Sohi","Sykes","Williams","Wollenberg","Smith"],"fullName":["Myrgiotis, V.","Slevin, D.","Vetter, S.H.","Aitkenhead, M.","Dondini, M.","Eory, V.","Goglio, P.","Harris, J.","Hillier, J.","House, J.","Lefebrve, D.","MacLeod, M.","Manning, D.","Medina-Carmona, C.","Mohamed-Yunus, S.","Moran, D.","Payen, F.","Rees, B.","Sohi, S.","Sykes, A.","Williams, M.","Williams, A.","Wollenberg, L.","Smith, P."],"funder":["Natural Environment Research Council"],"givenName":["V.","D.","S.H.","M.","P.","J.","C.","S.","F.","B.","A.","L."],"grant":["NE/P019455/1"],"identifier":"3fa5921b-244a-4944-ab90-e690dbc05a7e","incomingCitationCount":0,"keyword":["Crop yields","maize","wheat","sugarcane","soil","greenhouse gas","agricultural ecology"],"keywordsOther":["soil","greenhouse gas","agricultural ecology"],"keywordsTheme":["Crop yields","maize","wheat","sugarcane"],"licence":"Open government licence","lineage":"The data were produced by spatially disaggregating annual agricultural statistics-based estimates of harvest yields for wheat, maize and sugarcane. Annual yield data for wheat, maize and sugarcane were collected from national and international institutions (e.g. Eurostat, USDA, and FAO). This information was (1) combined with gridded data on wheat, sugarcane and maize distribution obtained from the earthstat dataset in order to (2) to produce gridded yield information across the world. Where subnational scale yield data were available (i.e. country, state, region-specific value provided by e.g. Eurostat and USDA) they were used. Where subnational yield data were not available the national average was used. Where no data were available no crop yield estimates have been added to the final gridded dataset.","locations":["POLYGON((-180 -90, -180 90, 180 90, 180 -90, -180 -90))"],"metadataDate":"2026-06-29T15:41:32.000Z","organisation":["University of Edinburgh","University of Aberdeen","James Hutton Institute","Scotland's Rural College","Wageningen University & Research","Cranfield University","University of Bristol","Newcastle University","University of Stirling","University of Vermont","NERC EDS Environmental Information Data Centre"],"publicationDate":"2023-02-02T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/3fa5921b-244a-4944-ab90-e690dbc05a7e","10.5285/3fa5921b-244a-4944-ab90-e690dbc05a7e","doi:10.5285/3fa5921b-244a-4944-ab90-e690dbc05a7e"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/01nrxwf90","https://ror.org/016476m91","https://ror.org/03rzp5127","https://ror.org/044e2ja82","https://ror.org/04qw24q55","https://ror.org/05cncd958","https://ror.org/0524sp257","https://ror.org/01kj2bm70","https://ror.org/045wgfr59","https://ror.org/0155zta11","https://ror.org/04xw4m193"],"shortenedDescription":"Global spatial data on yields of wheat, sugarcane and maize at 0.25 and 0.5 degrees resolution for 2000-2014. Annual data on wheat, sugarcane and maize yield have been extracted from agricultural statistics, which are recorded annually at regional and national scale…","state":"published","title":"Globally available land for soil-based greenhouse gas removal practices for 2000-2014","version":1.0,"view":["public","crimar"]},{"authorAffiliation":["Anofa Engineering, Planning and Informatics Ltd.","National Society for Earthquake Technology","University College London","Gebze Technical University","An-Najah National University","Ardhi University","Africa Research and Impact Network","Chittagong University of Engineering & Technology","Centro de Informacion Urbana de Quito"],"authorFamilyName":["Menteşe","Özer","Rawal","Comelli","Cetin","Dabeek","Kyesii","Chengo","Zisan","Cubillo"],"authorFullName":["Menteşe, E.Y.","Özer, E.","Rawal, P.","Comelli, T.","Cetin, N.İ.","Dabeek, J.","Kyesii, A.","Chengo, V.","Zisan, B.","Cubillo, P."],"authorGivenName":["E.Y.","E.","P.","T.","N.İ.","J.","A.","V.","B."],"authorOrcid":["https://orcid.org/0000-0002-7187-4384","https://orcid.org/0000-0003-3484-4183","https://orcid.org/0000-0001-7940-8014","https://orcid.org/0000-0003-3173-2602","https://orcid.org/0000-0002-8141-8112","https://orcid.org/0000-0001-8369-4105","https://orcid.org/0000-0002-7058-5070","https://orcid.org/0000-0001-5116-5874","https://orcid.org/0000-0002-6959-0235","https://orcid.org/0009-0009-6117-9466"],"authorRor":["https://ror.org/058m30p27","https://ror.org/02jx3x895","https://ror.org/01sdnnq10","https://ror.org/0046mja08","https://ror.org/05k903r09","https://ror.org/052qsay17"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)","json","GeoJSON","qmd"],"description":"This dataset includes synthetically produced data from 10 different cities (Istanbul, Nablus, Chattogram, Cox’s Bazaar, Nairobi, Nakuru, Quito, Kokhana, Rapti and Darussalam) for a future urban context. The data includes physical elements in a city such as buildings, roads, and power networks, as well as social elements such as households and individuals. The dataset contains a maximum of 9 different data types, described below. For some cities power and road network data were not considered due to context specific priorities. \n\nlanduse: The land use plan data depicting how the land will be zoned and used in the next fifty years within the area or interest. The attributes include the land use type, areal coverage in hectares, maximum population density and existing population. \n\nbuilding: Data representing the building footprints that will emerge as a result of the future exposure generation procedure. It includes the attributes of the building such as its identifier number, construction type, number of floors, footprint area, occupation type and construction code level.\n\nroad nodes: Data representing the points where road segments (edges) are connected to each other, including the identifier number for each node.\n\nroad edges: Data representing the road segments, including the ID numbers of the starting and ending point (node).\n\npower nodes: Data representing the points where power lines (edges) are connected to each other, including the identifier number for each node.\n\npower edges: Data representing the power segments, including the including the ID numbers of the starting and ending point (node).\n\nhousehold: Data that contains social attributes of a household living in a building. The attributes include number of individuals, income level and commonly used facility ID (such as hospital). \n\nindividual: Data that contains the attributes of the individuals that are a part of a household. The attributes are age, gender, school ID (if relevant), workplace ID (if relevant) and last attained education level.\n\nDistribution table: The future projections for each city that identifies the socio-demographic changes and expected physical development in the next 50 years.\n\nThe data can be used in geospatial platforms. The nomenclature for the data is as follows:\n“CitynameFutureExposureDataset/Cityname_CommunityCode_DataType”. This dataset was created as case studies for the Tomorrows Cities: Tomorrowville virtual testbed. It is supported by NERC as part of the GCRF Urban Disaster Risk Hub (NE/S009000/1).","documentType":"GEMINI_DOCUMENT","familyName":["Menteşe","Özer","Rawal","Comelli","Cetin","Dabeek","Kyesii","Chengo","Zisan","Cubillo"],"fullName":["Menteşe, E.Y.","Özer, E.","Rawal, P.","Comelli, T.","Cetin, N.İ.","Dabeek, J.","Kyesii, A.","Chengo, V.","Zisan, B.","Cubillo, P."],"funder":["Natural Environment Research Council"],"givenName":["E.Y.","E.","P.","T.","N.İ.","J.","A.","V.","B."],"grant":["NE/S009000/1"],"identifier":"cdfea06f-d47c-4967-99d4-cc71bddea45d","incomingCitationCount":0,"keyword":["Environmental risk","Future","risk exposure","exposure","hazard","urban","Tomorrow's cities","GCRF Urban Disaster Risk Hub"],"keywordsOther":["Future","risk exposure","exposure","hazard","urban","Tomorrow's cities","GCRF Urban Disaster Risk Hub"],"keywordsTheme":["Environmental risk"],"licence":"Open government licence","lineage":"For generating the future exposure dataset for each city, a specific computational algorithm that takes into account the land use plan and user defined future projections is used. The algorithm is explained in detail by Mentese et al., 2023.\n\nThe production of the land use plan relies on a community based process, that includes different community groups’ involvement and participatory engagement. In these engagements, in each city, specific groups are identified with the guidance of local experts as part of the Tomorrow’s Cities Project. After the identification, experts from Tomorrow’s Cities Project, local experts and community representatives from the community groups gather for participatory spatial planning for their future urban contexts.\n\nThen, the produced land use plan is integrated (using the software algorithm) with the future socio-demographic projections and expected physical development defined by the local experts and existing literature on the context. As a result of this procedures, building data, socio-demographic datasets and network related data (where relevant) is produced.\n","locations":["POLYGON((-82.267 -13.582, -82.267 44.214, 77.696 44.214, 77.696 -13.582, -82.267 -13.582))"],"metadataDate":"2026-06-29T16:22:16.000Z","orcid":["https://orcid.org/0000-0002-7187-4384","https://orcid.org/0000-0003-3484-4183","https://orcid.org/0000-0001-7940-8014","https://orcid.org/0000-0003-3173-2602","https://orcid.org/0000-0002-8141-8112","https://orcid.org/0000-0001-8369-4105","https://orcid.org/0000-0002-7058-5070","https://orcid.org/0000-0001-5116-5874","https://orcid.org/0000-0002-6959-0235","https://orcid.org/0009-0009-6117-9466"],"organisation":["Anofa Engineering, Planning and Informatics Ltd.","National Society for Earthquake Technology","University College London","Gebze Technical University","An-Najah National University","Ardhi University","Africa Research and Impact Network","Chittagong University of Engineering & Technology","Centro de Informacion Urbana de Quito","NERC EDS Environmental Information Data Centre","University of Edinburgh"],"publicationDate":"2025-08-20T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/cdfea06f-d47c-4967-99d4-cc71bddea45d","10.5285/cdfea06f-d47c-4967-99d4-cc71bddea45d","doi:10.5285/cdfea06f-d47c-4967-99d4-cc71bddea45d"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/058m30p27","https://ror.org/02jx3x895","https://ror.org/01sdnnq10","https://ror.org/0046mja08","https://ror.org/05k903r09","https://ror.org/052qsay17","https://ror.org/04xw4m193","https://ror.org/01nrxwf90"],"shortenedDescription":"This dataset includes synthetically produced data from 10 different cities (Istanbul, Nablus, Chattogram, Cox’s Bazaar, Nairobi, Nakuru, Quito, Kokhana, Rapti and Darussalam) for a future urban context. 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International Journal of Disaster Risk Reduction, 90, 103651."],"title":"Exposure datasets representing a synthetic future urban context, including socio-demographic, building, and land-use data from 10 cities, for natural hazard risk modelling","topic":["0/Environmental risk/"],"version":1.0,"view":["public","jashun"]},{"authorAffiliation":["Karlsruhe Institute of Technology","University of Edinburgh","Woodland Trust","Lancaster University","UK Centre for Ecology & Hydrology"],"authorFamilyName":["Brown","Seo","Alexander","Burton","Chacón-Montalván","Dunford-Brown","Merkle","Harrison","Prestele","Robinson","Rounsevell"],"authorFullName":["Brown, C.","Seo, B.","Alexander, P.","Burton, V.","Chacón-Montalván, E.A.","Dunford-Brown, R.","Merkle, M.","Harrison, P.A.","Prestele, R.","Robinson, E.L.","Rounsevell, M."],"authorGivenName":["C.","B.","P.","V.","E.A.","R.","M.","P.A.","E.L.","M"],"authorOrcid":["https://orcid.org/0000-0001-9331-1008","https://orcid.org/0000-0002-9424-9784","https://orcid.org/0000-0001-6010-1186","https://orcid.org/0000-0001-5905-9726","https://orcid.org/0000-0001-8068-1034","https://orcid.org/0000-0002-6559-1687","https://orcid.org/0000-0003-4526-0589","https://orcid.org/0000-0002-9873-3338","https://orcid.org/0000-0003-4179-6204","https://orcid.org/0000-0002-3746-4517","https://orcid.org/0000-0001-7476-9398"],"authorRor":["https://ror.org/04t3en479","https://ror.org/01nrxwf90","https://ror.org/05e9eyh13","https://ror.org/04f2nsd36","https://ror.org/00pggkr55"],"availability":"Available","catalogue":"eidc","dataFormat":["TIFF"],"description":"The data describes future land use projections at 1 km^2 resolution developed by CRAFTY-GB.  For each of six Shared Socioeconomic Pathways (SSP-RCP) scenarios, gridded land use maps for Great Britain are provided, each as a stacked raster file with seven bands representing land use at each decadal timestep, from 2020 to 2080. \n\nCRAFTY-GB is a new agent-based model of the British land system operating at a 1 km^2 resolution and based on a broad range of available land system data .  The model is based on linked UK-RCP climate scenarios and UK-SSPs socio-economic pathway (SSP) scenarios, based on global SSPs developed by the Intergovernmental Panel on Climate Change (IPCC).  It extrapolates the impact of these on the British Land system at decadal timesteps from 2020-2080.","documentType":"GEMINI_DOCUMENT","familyName":["Brown","Seo","Alexander","Burton","Chacón-Montalván","Dunford-Brown","Merkle","Harrison","Prestele","Robinson","Rounsevell"],"fullName":["Brown, C.","Seo, B.","Alexander, P.","Burton, V.","Chacón-Montalván, E.A.","Dunford-Brown, R.","Merkle, M.","Harrison, P.A.","Prestele, R.","Robinson, E.L.","Rounsevell, M."],"funder":["Natural Environment Research Council","Helmholtz Association","Met Office"],"givenName":["Calum","C.","B.","P.","V.","E.A.","R.","M.","P.A.","E.L.","M"],"grant":["NE/R016429/1"],"identifier":"f9ab3051-4f85-415f-b691-371ff8e951f2","incomingCitationCount":0,"keyword":["Mapping","Land use","Climate and climate change","Great Britain","Agent-based modelling","ABM","Socio-ecological","IPCC","Shared Socioeconomic Pathway","SSP","RCP","Representative Concentration Pathways","UK-SCAPE"],"keywordsOther":["Great Britain","Agent-based modelling","ABM","Socio-ecological","IPCC","Shared Socioeconomic Pathway","SSP","RCP","Representative Concentration Pathways","UK-SCAPE"],"keywordsTheme":["Mapping","Land use","Climate and climate change"],"licence":"Open government licence","lineage":"The data was developed as part of research done within the SPEED project under UKSCAPE. It is built upon other work done within the group on UK-specific Climate Change and Socio-ecological scenarios. These scenarios were then used to generate different parameters and inputs to an Agent-based model which explored how these would impact the development of Great Britain’s Land-use system. \n\nThe application of the model to Great Britain was evaluated through sensitivity analyses as the model was developed, consultations with experts and stakeholders, and finally comparison to existing relevant literature on UK land use projections. The baseline allocation of agent types was compared against three (semi-)independent datasets to check its coverage and interpretation with respect to agricultural and ecological characteristics (see SI for details). ","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"metadataDate":"2026-06-30T16:29:33.000Z","orcid":["https://orcid.org/0000-0001-9331-1008","https://orcid.org/0000-0002-9424-9784","https://orcid.org/0000-0001-6010-1186","https://orcid.org/0000-0001-5905-9726","https://orcid.org/0000-0001-8068-1034","https://orcid.org/0000-0002-6559-1687","https://orcid.org/0000-0003-4526-0589","https://orcid.org/0000-0002-9873-3338","https://orcid.org/0000-0003-4179-6204","https://orcid.org/0000-0002-3746-4517","https://orcid.org/0000-0001-7476-9398"],"organisation":["Karlsruhe Institute of Technology","University of Edinburgh","Woodland Trust","Lancaster University","UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","Forest Research","Helmholtz Association"],"publicationDate":"2023-07-26T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/f9ab3051-4f85-415f-b691-371ff8e951f2","10.5285/f9ab3051-4f85-415f-b691-371ff8e951f2","doi:10.5285/f9ab3051-4f85-415f-b691-371ff8e951f2"],"resourceType":"Dataset","rightsHolder":["Karlsruhe Institute of Technology","UK Centre for Ecology & Hydrology","University of Edinburgh","Forest Research","Lancaster University","Helmholtz Association"],"ror":["https://ror.org/04t3en479","https://ror.org/01nrxwf90","https://ror.org/05e9eyh13","https://ror.org/04f2nsd36","https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"shortenedDescription":"The data describes future land use projections at 1 km^2 resolution developed by CRAFTY-GB.  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Points on the perimeter were located using two Global Navigation Satellite System (GNSS) receivers as base and roving stations during visits on 19 June, 27 July and 28 July 2023.","documentType":"GEMINI_DOCUMENT","familyName":["Essery","Howe"],"fullName":["Essery, R.","Howe, L."],"funder":["Natural Environment Research Council"],"givenName":["R.","L."],"grant":["NE/T00939X/1"],"identifier":"81d05a77-4c95-4f17-bdbf-4c0a0095db6d","incomingCitationCount":0,"keyword":["Cairngorms","snow","snow patches","post-processed kinematic survey"],"keywordsOther":["snow","snow patches","post-processed kinematic survey"],"keywordsPlace":["Cairngorms"],"licence":"Open government licence","lineage":"Data were collected with two Leica VIVA GS10 GNSS receivers: one as a stationary base station and one roving station carried by the operator walking around the snow patch. Data recorded in the field were processed in Post-Processed Kinematic mode, which means that the accurate positions of the points on the perimeter were not calculated in real time, but raw Global Navigation Satellite System logs were processed afterwards.\nStandard deviations give calculated accuracy of post-processed points. Sudden increases in standard deviation to ~0.01 m horizontal and ~0.04 m vertical show points that were recorded during failures of the base station power. Differential accuracy was achieved for these points by tying them to the British Isles continuous GNSS Facility (BIGF) station at Braemar, 19 km away, instead.\n","locations":["POLYGON((-3.634 57.121, -3.634 57.122, -3.636 57.122, -3.636 57.121, -3.634 57.121))"],"metadataDate":"2026-06-29T16:51:28.000Z","orcid":["https://orcid.org/0000-0003-1756-9095","https://orcid.org/0000-0003-2888-8761"],"organisation":["University of Edinburgh","NERC EDS Environmental Information Data Centre"],"publicationDate":"2024-07-10T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/81d05a77-4c95-4f17-bdbf-4c0a0095db6d","10.5285/81d05a77-4c95-4f17-bdbf-4c0a0095db6d","doi:10.5285/81d05a77-4c95-4f17-bdbf-4c0a0095db6d"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/01nrxwf90","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset contains geographic locations, including the horizontal and vertical position, of the perimeter of the Ciste Mhearad snow patch on Cairngorm for three dates in the summer of 2023. Points on the perimeter were located using two Global Navigation Satellite…","state":"published","title":"Global Navigation Satellite System (GNSS) survey of Ciste Mhearad snow patch perimeter, Cairngorm, Scotland, 2023","version":1.0,"view":["public","elsdhi"]},{"authorAffiliation":["University of Edinburgh","Universidade Eduardo Mondlane","Universidade Lurio","Universidade Zambeze"],"authorFamilyName":["Woollen","Ryan","Nhaduco","Daude","Manguiao","Da Costa","Lisboa","Junior","Mutemba","Pais","Zavale","Cumbula","Xerinda","Buque","Meneses","Rodrigues","Mário","Ribeiro","Domingos","Mbandze","Stedham","Jennings"],"authorFullName":["Woollen, E.","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.","Stedham, R.","Jennings, P."],"authorGivenName":["E.","C.M.","O.","I.A.","A.A.","S.N.","J.F.","L.","A.","M.","S.","H.","D.","C.","A.M.","N.","L.P.","R.","P."],"authorOrcid":["https://orcid.org/0000-0002-6504-4835","https://orcid.org/0000-0002-1802-0128"],"authorRor":["https://ror.org/01nrxwf90","https://ror.org/05n8n9378","https://ror.org/03sbnrq14","https://ror.org/02azgvq37v"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset contains quantitative measurements of woodland structure and composition sampled in twenty-seven different villages across three Districts in Mozambique, Africa. Data were collected from 431 plots where tree stem structure and composition, litter and grass biomass, coarse woody debris, and canopy cover data were recorded. Woodlands within seven villages in Mabalane District, Gaza Province, ten villages in Marrupa District, Niassa Province, and ten villages in Gurue District Zambezia Province were sampled. Data were collected in Mabalane between May-Sep 2014, Marrupa between May-Aug 2015, and Gurue between Sep-Dec 2015. 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","familyName":["Woollen","Ryan","Nhaduco","Daude","Manguiao","Da Costa","Lisboa","Junior","Mutemba","Pais","Zavale","Cumbula","Xerinda","Buque","Meneses","Rodrigues","Mário","Ribeiro","Domingos","Mbandze","Stedham","Jennings"],"fullName":["Woollen, E.","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.","Stedham, R.","Jennings, P."],"funder":["Natural Environment Research Council"],"givenName":["Emily","E.","C.M.","O.","I.A.","A.A.","S.N.","J.F.","L.","A.","M.","S.","H.","D.","C.","A.M.","N.","L.P.","R.","P."],"grant":["NE/K010395/1"],"identifier":"70b5cdda-72df-4007-b10e-d75b4046e603","incomingCitationCount":1,"keyword":["Mozambique","Mabalane District","Gaza Province","Marrupa District","Niassa Province","Gurue District","Zambezia Province","woody debris","leaf litter","grass biomass","stem measurements ","tree stem","decomposition","litter","grass","biomass","tree"],"keywordsOther":["woody debris","leaf litter","grass biomass","stem measurements ","tree stem","decomposition","litter","grass","biomass","tree"],"keywordsPlace":["Mozambique","Mabalane District","Gaza Province","Marrupa District","Niassa Province","Gurue District","Zambezia Province"],"licence":"Open government licence","lineage":"All data were quality assured by the lead author. When in the field, all teams were trained in data collection methods to ensure consistent robust measurements, and data were continually checked for errors as it was collected. All field teams had a translator to translate from the local language to Portuguese. All data were cleaned post digital entry by checking for extreme outliers in the dataset or unexpected values. Anomalous entries were corrected where possible, or were removed and treated as no record. All observations were recorded in Portuguese, and translated to English by the lead author. All of the data were collected electronically in the field for Marrupa and Gurue survey sites using tablets and ODK software. Wherever possible, pre-set answers or binary responses were used (e.g. has the plot been recently burned: true or false) to systematically record qualitative observations and avoid ambiguous results.","locations":["POLYGON((29.68 -27.479, 29.68 -10.347, 42.248 -10.347, 42.248 -27.479, 29.68 -27.479))"],"metadataDate":"2026-06-27T19:29:04.000Z","orcid":["https://orcid.org/0000-0002-6504-4835","https://orcid.org/0000-0002-1802-0128"],"organisation":["University of Edinburgh","Universidade Eduardo Mondlane","Universidade Lurio","Universidade Zambeze","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"publicationDate":"2017-12-18T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/70b5cdda-72df-4007-b10e-d75b4046e603","10.5285/70b5cdda-72df-4007-b10e-d75b4046e603","doi:10.5285/70b5cdda-72df-4007-b10e-d75b4046e603"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/01nrxwf90","https://ror.org/05n8n9378","https://ror.org/03sbnrq14","https://ror.org/02azgvq37v","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset contains quantitative measurements of woodland structure and composition sampled in twenty-seven different villages across three Districts in Mozambique, Africa. Data were collected from 431 plots where tree stem structure and composition, litter and grass…","state":"published","title":"Structure and composition of woodlands across Mozambique","version":1.0,"view":["public","hajd"]},{"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"],"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."],"authorGivenName":["Pedro","J.","M.","I.","R.","M.J.","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"],"availability":"Available","catalogue":"eidc","dataFormat":["Rich text format"],"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","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."],"funder":["Natural Environment Research Council"],"givenName":["Pedro","J.","M.","I.","R.","M.J.","G."],"grant":["NE/K010395/1"],"identifier":"14622c4b-8bd4-4624-8ea6-35da7da211cd","incomingCitationCount":0,"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))"],"metadataDate":"2026-06-29T16:25:49.000Z","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"],"publicationDate":"2018-11-06T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/14622c4b-8bd4-4624-8ea6-35da7da211cd","10.5285/14622c4b-8bd4-4624-8ea6-35da7da211cd","doi:10.5285/14622c4b-8bd4-4624-8ea6-35da7da211cd"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/02srvn192","https://ror.org/01nrxwf90","https://ror.org/04xw4m193"],"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, firewood,…","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"]},{"altTitle":["Ecosystem Services for Poverty Alleviation (ESPA) programme"],"authorAffiliation":["Icatalist, S.L.","IUCN Mozambique","University of Diffa, Niger","International Institute for Environment and Development (IIED)","Unaffiliated","University of Edinburgh"],"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."],"authorGivenName":["Pedro","J.","M.","I.","R.","M.J.","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"],"availability":"Available","catalogue":"eidc","dataFormat":["Rich text format"],"description":"Data comprise scenarios of how land use can be in the future and how will it affect ecosystem services in rural Mozambique. The scenarios were constructed from information gathered at five workshops held in Maputo, Xai Xai, Quelimane and Lichinga in 2014 and 2015. The objective of the workshops was to examine aspects that influence well-being (e.g. ecosystem services) and their causes (e.g. change in land use) in the Miombo woodland area of rural Mozambique and identify actions that could contribute to poverty alleviation and biodiversity conservation. The final objective was to construct scenarios of how the land use can be in Mozambique in the future (2035). \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","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."],"funder":["Natural Environment Research Council"],"givenName":["Pedro","J.","M.","I.","R.","M.J.","G."],"grant":["NE/K010395/1"],"identifier":"97c65c35-1db5-49d5-8ee0-ae5c7b699634","incomingCitationCount":1,"keyword":["Mozambique","Xai Xai","Maputo","scenario","ACES","ESPA programme"],"keywordsPlace":["Mozambique","Xai Xai","Maputo"],"keywordsProject":["scenario","ACES","ESPA programme"],"licence":"Open government licence","lineage":"The data were collected during the development of 5 workshops. The 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. \n\n","locations":["POLYGON((30.21 -26.92, 30.21 -10.33, 41.05 -10.33, 41.05 -26.92, 30.21 -26.92))"],"metadataDate":"2026-06-27T19:54:13.000Z","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, Niger","International Institute for Environment and Development (IIED)","Unaffiliated","University of Edinburgh","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"publicationDate":"2018-11-06T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/97c65c35-1db5-49d5-8ee0-ae5c7b699634","10.5285/97c65c35-1db5-49d5-8ee0-ae5c7b699634","doi:10.5285/97c65c35-1db5-49d5-8ee0-ae5c7b699634"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/02srvn192","https://ror.org/01nrxwf90","https://ror.org/04xw4m193"],"shortenedDescription":"Data comprise scenarios of how land use can be in the future and how will it affect ecosystem services in rural Mozambique. The scenarios were constructed from information gathered at five workshops held in Maputo, Xai Xai, Quelimane and Lichinga in 2014 and 2015. The…","state":"published","supplementalDescription":["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":["ACES project: livelihoods and land use change in Mozambique. Abrupt Changes in Ecosystem Services and Wellbeing in Mozambican Woodlands?","ACES: LIVELIHOODS AND LAND USE CHANGE IN MOZAMBIQUE."],"title":"Scenarios of future land use change in Mozambique (2014 and 2015)","version":1.0,"view":["public","jgar"]},{"authorAffiliation":["University of Edinburgh","The James Hutton Institute ","The James Hutton Institute"],"authorFamilyName":["Street","Mitchell","Cameron"],"authorFullName":["Street, L.E.","Mitchell, R.J.","Cameron, C.M."],"authorGivenName":["L.E.","R.J.","C.M."],"authorOrcid":["https://orcid.org/0000-0001-9570-7479","https://orcid.org/0000-0001-8151-2769","https://orcid.org/0000-0002-4475-7318"],"authorRor":["https://ror.org/01nrxwf90","https://ror.org/03rzp5127"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset contains 13C and 15N data for organic soil profiles (organic horizons to top of E horizon) at two of the MOORCO experimental tree planting sites in North East Scotland (Glensaugh and Ballogie). Data also includes total soil carbon and nitrogen stocks and bulk density.","documentType":"GEMINI_DOCUMENT","familyName":["Street","Mitchell","Cameron"],"fullName":["Street, L.E.","Mitchell, R.J.","Cameron, C.M."],"funder":["Natural Environment Research Council"],"givenName":["L.E.","R.J.","C.M."],"grant":["NE/N015460/1"],"identifier":"00acbdb2-1eba-4016-9e50-e3126933a541","incomingCitationCount":0,"keyword":["Soil","carbon","nitrogen","upland","MOORCO","stable isotopes","13C","15N"],"keywordsOther":["carbon","nitrogen","upland","MOORCO","stable isotopes","13C","15N"],"keywordsTheme":["Soil"],"licence":"Open government licence","lineage":"Data are obtained from sieved and dried soil cores, which were then homogenised and analysed for %C, %N (via elemental analysis), d13C and d15N content (via IRMS). \n\nQC on all variables involved checking max and minimum values to ensure these are within the range of ecologically realistic values, and plotting histograms of data to identify obvious outliers. No outliers or unrealistic values were identified so all data are included.\n","locations":["POLYGON((-2.743 56.91, -2.743 57.027, -2.534 57.027, -2.534 56.91, -2.743 56.91))"],"metadataDate":"2026-06-29T18:24:54.000Z","orcid":["https://orcid.org/0000-0001-9570-7479","https://orcid.org/0000-0001-8151-2769","https://orcid.org/0000-0002-4475-7318"],"organisation":["University of Edinburgh","The James Hutton Institute ","The James Hutton Institute","NERC EDS Environmental Information Data Centre"],"publicationDate":"2024-08-22T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/00acbdb2-1eba-4016-9e50-e3126933a541","10.5285/00acbdb2-1eba-4016-9e50-e3126933a541","doi:10.5285/00acbdb2-1eba-4016-9e50-e3126933a541"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh","The James Hutton Institute"],"ror":["https://ror.org/01nrxwf90","https://ror.org/03rzp5127","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset contains 13C and 15N data for organic soil profiles (organic horizons to top of E horizon) at two of the MOORCO experimental tree planting sites in North East Scotland (Glensaugh and Ballogie). Data also includes total soil carbon and nitrogen stocks and…","state":"published","title":"Carbon and nitrogen stable isotopes in soil profiles from experimental tree-planting plots at two sites in Northeast Scotland (Glensaugh and Ballogie), November 2021, from the Moorland Colonisation Experiment (MOORCO)","topic":["0/Soil/"],"version":1.0,"view":["public","clwe"]},{"authorAffiliation":["University of Edinburgh","Kalinga Institute of Industrial Technology (KIIT) University","Bangabandhu Sheikh Mujibur Rahman Agricultural University ","Sustainable India Trust","TERI School of Advanced Studies","The Maldives National University","University of Peradeniya","University of Edinburgh ","Kathmandu University","New York University","Youth Alliance for Environment (YAE)","Guru Gobind Singh Indraprastha University","Bangabandhu Sheikh Mujibur Rahman Agricultural University","University of Agriculture Faisalabad"],"authorFamilyName":["Yang","Adhya","Anik","Bansal","Das","Hassan","Jayaweera","Jeffery","Joshi","Kanter","Kaushik","Nissanka","Panda","Pokharel","Porter","Raghuram","Sharna","Shazly","Shifa","Watto"],"authorFullName":["Yang, A.L.","Adhya, T.K.","Anik, A.R.","Bansal, S.","Das, S.","Hassan, R.","Jayaweera, A.","Jeffery, R.","Joshi, R.","Kanter, D.","Kaushik, H.","Nissanka, S.P.","Panda, A.N.","Pokharel, A.","Porter, S.D.","Raghuram, N.","Sharna, S.C.","Shazly, A.","Shifa, S.","Watto, M.A."],"authorGivenName":["A.L.","T.K.","A.R.","S.","R.","A.","D.","H.","S.P.","A.N.","S.D.","N.","S.C.","M.A."],"authorOrcid":["https://orcid.org/0000-0002-8947-2383","https://orcid.org/0000-0002-8267-1793","https://orcid.org/0000-0002-0461-6094","https://orcid.org/0000-0003-2211-7720","https://orcid.org/0000-0003-0723-3950","https://orcid.org/0000-0003-1702-7253","https://orcid.org/0000-0003-4332-4833","https://orcid.org/0000-0002-6606-0001","https://orcid.org/0000-0003-3752-3457","https://orcid.org/0000-0002-1013-8754","https://orcid.org/0000-0002-9486-754X","https://orcid.org/0000-0002-2137-0030","https://orcid.org/0000-0003-0807-9262"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"The database includes the classification of 966 active nitrogen-relevant policies from South Asia (including Afghanistan, Pakistan, India, Nepal, Bhutan, Bangladesh, the Maldives and Sri Lanka). The collection during 2020 and 2021 focuses on national level policies; some subnational policies were also collected. \n\nData collection involved building on an existing open access global database developed by Kanter et al., 2020 that contained 51 policies for South Asia established to 2017 sourced by the environmental law ECOLEX database. Further policies were collected mostly from online sources: such as international policy databases: FAOLEX and national government and ministry websites. A protocol for policy collection and classification was established and followed to ensure consistent and thorough collections across the eight countries. Policies were classified according to a variety of parameters including the sink (air, water etc.) and sector (agriculture, industry etc.) they address and by type of policy. Policies were clustered if they had a central node policy in place and if a ‘subordinate policy’ (including amendments) did not offer anything new in terms of content related to Nitrogen management.\n\nThis data was collected as part of a collective partnership that brings together leading organisations from across South Asia and the UK to reduce the adverse global impacts of nitrogen pollution on the environment, health, and wellbeing. More specifically providing a resource for both SANH partners and the wider scientific and policy community to understand the nitrogen policy landscape in the south Asian region. Furthermore, this research contributes to efforts in building a nitrogen policy arena promoting sustainable management of nitrogen, mitigating adverse effects.\n\nThe dataset provides a thorough overview of available nitrogen related policies in South Asia but does not provide a complete set of all the nitrogen relevant policies available in each country. In some cases, this was due to our dependency on policy availability online, and some websites were not maintained. In addition, we excluded policies established post 2020 to avoid policy responses to COVID19 and to align more closely with the original global study. Repealed policies were omitted from the database.","documentType":"GEMINI_DOCUMENT","familyName":["Yang","Adhya","Anik","Bansal","Das","Hassan","Jayaweera","Jeffery","Joshi","Kanter","Kaushik","Nissanka","Panda","Pokharel","Porter","Raghuram","Sharna","Shazly","Shifa","Watto"],"fullName":["Yang, A.L.","Adhya, T.K.","Anik, A.R.","Bansal, S.","Das, S.","Hassan, R.","Jayaweera, A.","Jeffery, R.","Joshi, R.","Kanter, D.","Kaushik, H.","Nissanka, S.P.","Panda, A.N.","Pokharel, A.","Porter, S.D.","Raghuram, N.","Sharna, S.C.","Shazly, A.","Shifa, S.","Watto, M.A."],"funder":["Natural Environment Research Council"],"givenName":["A.L.","T.K.","A.R.","S.","R.","A.","D.","H.","S.P.","A.N.","S.D.","N.","S.C.","M.A."],"grant":["NE/S009019/2"],"identifier":"e2f248d5-79a1-4af9-bdd4-f739fb12ce9a","incomingCitationCount":2,"keyword":["South Asia","Afghanistan","Pakistan","India","Nepal","Bhutan","Bangladesh","Maldives","Sri Lanka","nitrogen"],"keywordsOther":["nitrogen"],"keywordsPlace":["South Asia","Afghanistan","Pakistan","India","Nepal","Bhutan","Bangladesh","Maldives","Sri Lanka"],"licence":"Open government licence","lineage":"The data generated built on an existing open access global nitrogen policy database developed by Kanter et al. (2020) that contains 51 policies for South Asia established up until 2017 sourced by the environmental law ECOLEX database.\n\nThe next step for data collection included the establishment of an adjusted policy collection protocol providing guidance on nitrogen relevant policies established up until December 2019, identifying potential policy sources. A further 915 policies were collected from mostly online sources: such as the international policy database FAOLEX, national government and ministry websites, and the ECOLEX database. The descriptive policy information compiled into the database included: policy title, related URL, data of establishment, policy end date (if applicable), country name, policy coverage (national or sub-national), language and ministry responsible. The identification of policy text type (i.e. legislation, policy, regulation miscellaneous) and source type (1 = ECOLEX/FAOLEX, 2 = other) involved a context-based classification. Please note all policies from ECOLEX were originally sourced by FAOLEX.\n\nAccording to the protocols specified criteria policies were checked and filtered. A coordinator conducted further internal checks to ensure consistency and identify any search gaps (e.g. missing sectors) before moving onto the next steps.\n\nThe next step was to conduct a content-based classification of the policies according to the policies objectives and proposals. Following a similar approach designed by Kanter et al. (2020) policies are classified according to policy type, sector focus, and environmental objectives. Additional classifications are applied, including: impact direction, pollution target source, relevance and impact scope. Internal and external checks were provided to ensure that policies were classified consistently.\n\nData limitations are acknowledged for both the collection and classification processes. The collection of nitrogen relevant policies are recognised to not be 100% complete due to the dependency on online availability of policy texts and gaps in existing databases. The classifications could also be subjective. Random internal and external checks, along the different data processing steps, aimed to mitigate this risk. The relevance and impact of certain policies could vary according to country context therefore there was inevitability some variability in analysts judgements between countries. ","locations":["POLYGON((61.021 5.179, 61.021 39.437, 93.911 39.437, 93.911 5.179, 61.021 5.179))"],"metadataDate":"2026-06-29T18:20:04.000Z","orcid":["https://orcid.org/0000-0002-8947-2383","https://orcid.org/0000-0002-8267-1793","https://orcid.org/0000-0002-0461-6094","https://orcid.org/0000-0003-2211-7720","https://orcid.org/0000-0003-0723-3950","https://orcid.org/0000-0003-1702-7253","https://orcid.org/0000-0003-4332-4833","https://orcid.org/0000-0002-6606-0001","https://orcid.org/0000-0003-3752-3457","https://orcid.org/0000-0002-1013-8754","https://orcid.org/0000-0002-9486-754X","https://orcid.org/0000-0002-2137-0030","https://orcid.org/0000-0003-0807-9262"],"organisation":["University of Edinburgh","Kalinga Institute of Industrial Technology (KIIT) University","Bangabandhu Sheikh Mujibur Rahman Agricultural University ","Sustainable India Trust","TERI School of Advanced Studies","The Maldives National University","University of Peradeniya","University of Edinburgh ","Kathmandu University","New York University","Youth Alliance for Environment (YAE)","Guru Gobind Singh Indraprastha University","Bangabandhu Sheikh Mujibur Rahman Agricultural University","University of Agriculture Faisalabad","NERC EDS Environmental Information Data Centre"],"publicationDate":"2021-11-09T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/e2f248d5-79a1-4af9-bdd4-f739fb12ce9a","10.5285/e2f248d5-79a1-4af9-bdd4-f739fb12ce9a","doi:10.5285/e2f248d5-79a1-4af9-bdd4-f739fb12ce9a"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/04xw4m193"],"shortenedDescription":"The database includes the classification of 966 active nitrogen-relevant policies from South Asia (including Afghanistan, Pakistan, India, Nepal, Bhutan, Bangladesh, the Maldives and Sri Lanka). The collection during 2020 and 2021 focuses on national level policies;…","state":"published","supplementalDescription":["ECOLEX is operated jointly by FAO, IUCN and UNEP. All policies sourced from ECOLEX were originally sourced by FAOLEX.\n","FAOLEX is operated by the Food and Agriculture Organization of the United Nations (FAO). © FAO. FAOLEX Database. Complete collection. License: CC BY-NC-SA 3.0 IGO."],"title":"Nitrogen-relevant policies from South Asia collected by the South Asian Nitrogen Hub (SANH) 2020-2021 ","version":1.0,"view":["public","tinzha"]},{"authorAffiliation":["University of Edinburgh","James Hutton Institute","Moredun Research Institute"],"authorFamilyName":["Nussey","Sweeny","Pakeman","McNeilly"],"authorFullName":["Nussey, D.H.","Sweeny, A.R.","Pakeman, R.","McNeilly, T."],"authorGivenName":["Daniel H.","A.R","Robin","Tom"],"authorRor":["https://ror.org/01nrxwf90"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This is data collected as part of a four-year study of of wild Soay sheep. It includes data collected from individually monitored sheep including measures of gut bacteria community structure, parasites, immunology, morphology, health and fitness. We also collected data on local weather conditions and vegetation in the area the sheep live. The study took place in the Village Bay area of the island of Hirta in the St Kilda archipelago, off North-West Scotland. Data was collected between 2019 and 2022 inclusive. Data and samples from individual sheep was collected using well-established fieldwork methods that have been used on this population continuously since 1985 as part of a long-term study. Sheep are caught and uniquely marked for identification at birth and then closely monitored throughout the year. Many of the study area animals are caught and measured and blood and faecal samples are taken each summer. Additionally, as part of this project, around 200 animals were faecal sampled regularly across the year by following and collecting samples off the pasture without capture. We used well-established 16S meta-barcoding methods to measure the bacterial community structure from faecal samples, and used methods described in the supplementary info document to measure parasite burden and immune phenotypes in faecal and blood samples, respectively. This data will allow us to test how variation in the gut bacterial community is shaped by genetics and environment, and in turn influences health and fitness, in animals experiencing natural conditions. It was conducted by a collaborative team based at the Universities of Edinburgh, Liverpool, Sheffield and Aberystwyth, the Moredun Research Institute and the James Hutton Institute.","documentType":"GEMINI_DOCUMENT","familyName":["Nussey","Sweeny","Pakeman","McNeilly"],"fullName":["Daniel Nussey","Nussey, D.H.","Sweeny, A.R.","Pakeman, R.","McNeilly, T."],"funder":["Natural Environment Research Council"],"givenName":["Daniel H.","A.R","Robin","Tom"],"grant":["NE/R016801/1"],"identifier":"54f192dd-a9ca-4ecb-9540-a29a17669418","incomingCitationCount":0,"keyword":["Evolutionary ecology","animal ecology","bacteria","parasites","immunology","morphology","Soay sheep"],"keywordsOther":["animal ecology","bacteria","parasites","immunology","morphology","Soay sheep"],"keywordsTheme":["Evolutionary ecology"],"licence":"Open government licence","lineage":"Sheep life history and morphology data is logged in an application in the field and then fed directly into a bespoke database for internal processing. Faecal samples were initially prepared and frozen in the field and transported back to laboratories in Edinburgh. parasite counts are performed and DNA extracted from these samples via established methodologies which were then sent for meta-barcoding sequencing to measure the nematode parasite and bacterial community structure evident in the sample. Informatic pipelines were developed and applied prior to the data being placed on public genetic data repositories. Blood samples were prepared and frozen in the field and then assayed for immunological measures using established protocols at the Moredun Research Institute. Weather data was downloaded directly from weather stations and collated. Vegetation was initially collected onto spreadsheets prior to collation.","locations":["POLYGON((-8.585 57.8, -8.585 57.818, -8.541 57.818, -8.541 57.8, -8.585 57.8))"],"metadataDate":"2026-06-29T18:13:04.000Z","organisation":["University of Edinburgh","James Hutton Institute","Moredun Research Institute","NERC EDS Environmental Information Data Centre"],"publicationDate":"2026-05-21T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/54f192dd-a9ca-4ecb-9540-a29a17669418","10.5285/54f192dd-a9ca-4ecb-9540-a29a17669418","doi:10.5285/54f192dd-a9ca-4ecb-9540-a29a17669418"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/01nrxwf90","https://ror.org/04xw4m193"],"shortenedDescription":"This is data collected as part of a four-year study of of wild Soay sheep. It includes data collected from individually monitored sheep including measures of gut bacteria community structure, parasites, immunology, morphology, health and fitness. We also collected data…","state":"published","title":"Gut bacterial community, parasite, immunology, morphology, health and fitness data from wild Soay sheep and associated local vegetation and weather data, St Kilda, Scotland, 2019-2022","topic":["0/Evolutionary ecology/"],"version":1.0,"view":["public","glenn"]},{"authorAffiliation":["Charles University","University of St Andrews","Instituto de Investigaciones de la Amazonía Peruana","University of Edinburgh","University of Leeds","Servicio Nacional Forestal y de Fauna Silvestre","University of Liverpool","Center for International Forestry Research (CIFOR)","Karlsruhe Institute for Technology","Sam Houston State University Natural History Museum","Unaffiliated","University of Leicester","San Diego Zoo"],"authorFamilyName":["Hastie","Honorio Coronado","Reyna Huaymacari","Mitchard","Åkesson","Baker","Cole","Cordova Oroche","Dargie","Dávila","De Grandi","del Aguila-Pasquel","Del Castillo Torres","De la Cruz Paiva","Draper","Flores","Grandez Ríos","Hergoualc’h","Householder","Janovec","Lähteenoja","Reyna","Rodríguez-Veiga","Roucoux","Tobler","Wheeler","Williams","Lawson"],"authorFullName":["Hastie, A.","Honorio Coronado, E.H.","Reyna Huaymacari, J.","Mitchard, E.T.","Åkesson, C.","Baker, T.R.","Cole, L.E.S.","Cordova Oroche, C.J.","Dargie, G.C.","Dávila, N.","De Grandi, E.C.","del Aguila-Pasquel, J.","Del Castillo Torres, D.","De la Cruz Paiva, R.","Draper, F.C.","Flores, G.","Grandez Ríos, J.","Hergoualc’h, K.","Householder, J.E.","Janovec, J.P.","Lähteenoja, O.","Reyna, D.","Rodríguez-Veiga, P.","Roucoux, K.H.","Tobler, M.","Wheeler, C.E.","Williams, M.","Lawson, I.T."],"authorGivenName":["A.","E.H.","J.","E.T.","C.","T.R.","L.E.S.","C.J.","G.C.","N.","E.C.","D.","R.","F.C.","G.","K.","J.E.","J.P.","O.","P.","K.H.","M.","C.E.","I.T."],"authorOrcid":["https://orcid.org/0000-0003-2098-3510","https://orcid.org/0000-0002-3251-1679","https://orcid.org/0000-0002-0692-3186","https://orcid.org/0000-0002-3547-2425"],"authorRor":["https://ror.org/024d6js02","https://ror.org/02wn5qz54","https://ror.org/010ywy128","https://ror.org/01nrxwf90","https://ror.org/024mrxd33","https://ror.org/04xs57h96","https://ror.org/01rt0fh70","https://ror.org/04t3en479","https://ror.org/00yh3cz06","https://ror.org/04h699437","https://ror.org/04q1yyt92"],"availability":"Unknown","catalogue":"eidc","dataFormat":["Javascript"],"description":"Two scripts for classifying remotely sensed data used to produce maps of peatland distribution and predicted peat thickness, using random forest classification and regression. Written in JavaScript for use with Google Earth Engine.\n\nThese are versions of the scripts used in Hastie et al. (2022), https://doi.org/10.1038/s41561-022-00923-4. Users should also cite Rodríguez-Veiga et al. (2020), https://doi.org/10.3390/rs12152380 .","documentType":"GEMINI_DOCUMENT","familyName":["Hastie","Honorio Coronado","Reyna Huaymacari","Mitchard","Åkesson","Baker","Cole","Cordova Oroche","Dargie","Dávila","De Grandi","del Aguila-Pasquel","Del Castillo Torres","De la Cruz Paiva","Draper","Flores","Grandez Ríos","Hergoualc’h","Householder","Janovec","Lähteenoja","Reyna","Rodríguez-Veiga","Roucoux","Tobler","Wheeler","Williams","Lawson"],"fullName":["Hastie, A.","Honorio Coronado, E.H.","Reyna Huaymacari, J.","Mitchard, E.T.","Åkesson, C.","Baker, T.R.","Cole, L.E.S.","Cordova Oroche, C.J.","Dargie, G.C.","Dávila, N.","De Grandi, E.C.","del Aguila-Pasquel, J.","Del Castillo Torres, D.","De la Cruz Paiva, R.","Draper, F.C.","Flores, G.","Grandez Ríos, J.","Hergoualc’h, K.","Householder, J.E.","Janovec, J.P.","Lähteenoja, O.","Reyna, D.","Rodríguez-Veiga, P.","Roucoux, K.H.","Tobler, M.","Wheeler, C.E.","Williams, M.","Lawson, I.T."],"funder":["Natural Environment Research Council"],"givenName":["A.","E.H.","J.","E.T.","C.","T.R.","L.E.S.","C.J.","G.C.","N.","E.C.","D.","R.","F.C.","G.","K.","J.E.","J.P.","O.","P.","K.H.","M.","C.E.","I.T."],"grant":["NE/R000751/1"],"identifier":"e337de58-df5e-4412-8aef-28875870f965","incomingCitationCount":0,"keyword":["Modelling","peat","Peru","mapping","Random Forest","Regression","remote sensing","model"],"keywordsOther":["peat","Peru","mapping","Random Forest","Regression","remote sensing","model"],"keywordsTheme":["Modelling"],"licence":"Open government licence","lineage":"The scripts were as part of the NERC-funded project “Carbon Storage in Amazonian Peatlands: Distribution and Dynamics” (grant ref. NE/R000751/1).\nTo run the model code the user needs to first have a Google Earth Engine account. They should also familiarise themselves with the basics of running GEE code editor. GEE uses JavaScript.\n","locations":["POLYGON((-77.78 -13.65, -77.78 -0.04, -68.65 -0.04, -68.65 -13.65, -77.78 -13.65))"],"metadataDate":"2026-06-27T19:57:31.000Z","orcid":["https://orcid.org/0000-0003-2098-3510","https://orcid.org/0000-0002-3251-1679","https://orcid.org/0000-0002-0692-3186","https://orcid.org/0000-0002-3547-2425"],"organisation":["Charles University","University of St Andrews","Instituto de Investigaciones de la Amazonía Peruana","University of Edinburgh","University of Leeds","Servicio Nacional Forestal y de Fauna Silvestre","University of Liverpool","Center for International Forestry Research (CIFOR)","Karlsruhe Institute for Technology","Sam Houston State University Natural History Museum","Unaffiliated","University of Leicester","San Diego Zoo","NERC EDS Environmental Information Data Centre","University of St Andrews ","University of Edinburgh "],"publicationDate":"2024-01-11T00:00:00.000Z","recordType":"Model","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/e337de58-df5e-4412-8aef-28875870f965","10.5285/e337de58-df5e-4412-8aef-28875870f965","doi:10.5285/e337de58-df5e-4412-8aef-28875870f965"],"resourceType":"Model","rightsHolder":["University of St Andrews ","University of Edinburgh "],"ror":["https://ror.org/024d6js02","https://ror.org/02wn5qz54","https://ror.org/010ywy128","https://ror.org/01nrxwf90","https://ror.org/024mrxd33","https://ror.org/04xs57h96","https://ror.org/01rt0fh70","https://ror.org/04t3en479","https://ror.org/00yh3cz06","https://ror.org/04h699437","https://ror.org/04q1yyt92","https://ror.org/04xw4m193"],"shortenedDescription":"Two scripts for classifying remotely sensed data used to produce maps of peatland distribution and predicted peat thickness, using random forest classification and regression. Written in JavaScript for use with Google Earth Engine.\n\nThese are versions of the scripts…","state":"published","supplementalName":["Hastie, A. et al. (2022). Risks to carbon storage from land-use change revealed by peat thickness maps of Peru. Nature Geoscience 15: 369-374. ","Rodríguez-Veiga, P. et al. (2020).  Carbon stocks and fluxes in Kenyan forests and wooded grasslands derived from Earth observation and model–data fusion. Remote Sensing 12: 2380"],"title":"Model code of peatland distribution and predicted peat thickness in lowland Amazonian Peru","topic":["0/Modelling/"],"version":1.0,"view":["public","margla"]},{"authorAffiliation":["University of Edinburgh"],"authorFamilyName":["Phillimore","Macphie","Samplonius","Shutt","Hadfield"],"authorFullName":["Phillimore, A.B.","Macphie, K.M.","Samplonius, J.M.","Shutt, J.D.","Hadfield, J.D."],"authorGivenName":["A.B.","K.M.","J.M.","J.D."],"authorOrcid":["https://orcid.org/0000-0002-6553-1553","https://orcid.org/0000-0002-4146-8748","https://orcid.org/0000-0002-7990-2677"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset contains data on temperature and tritrophic phenology collected across 44 sites in Scotland for the period 2014 – 2021. Each site was visited every two days through the spring. The phenology of first budburst and leaf out of approx. 700 marked trees was recorded. Every four days marked branches were beaten and data was collected on the number of caterpillars (and spiders and beetles). Data on the breeding phenology (first egg date, hatch date) and breeding success of blue tits was recorded at 4-8 nestboxes per site. \n\nThis work was supported by Natural Environment Research Council grant  NE/P011802/1.","documentType":"GEMINI_DOCUMENT","familyName":["Phillimore","Macphie","Samplonius","Shutt","Hadfield"],"fullName":["Phillimore, A.B.","Macphie, K.M.","Samplonius, J.M.","Shutt, J.D.","Hadfield, J.D.","Phillimore, A."],"funder":["Natural Environment Research Council"],"givenName":["A.B.","K.M.","J.M.","J.D.","Albert"],"grant":["NE/P011802/1"],"identifier":"b63d53ae-2fe7-4ce9-82a2-2325098489e3","incomingCitationCount":0,"keyword":["Phenology","Tritrophic","Scotland"],"keywordsOther":["Tritrophic","Scotland"],"keywordsTheme":["Phenology"],"licence":"Open government licence","lineage":"Hourly temperature data are from two temperature data per site. All temperature profiles are visualized and any unreliable records have been removed in a quality control step.\n\nTree phenology data are from visits on alternate days through the spring.","locations":["POLYGON((-4.45 55.97, -4.45 57.89, -3.36 57.89, -3.36 55.97, -4.45 55.97))"],"metadataDate":"2026-06-29T18:19:05.000Z","orcid":["https://orcid.org/0000-0002-6553-1553","https://orcid.org/0000-0002-4146-8748","https://orcid.org/0000-0002-7990-2677"],"organisation":["University of Edinburgh","NERC EDS Environmental Information Data Centre"],"publicationDate":"2022-06-22T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/b63d53ae-2fe7-4ce9-82a2-2325098489e3","10.5285/b63d53ae-2fe7-4ce9-82a2-2325098489e3","doi:10.5285/b63d53ae-2fe7-4ce9-82a2-2325098489e3"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/04xw4m193","https://ror.org/01nrxwf90"],"shortenedDescription":"This dataset contains data on temperature and tritrophic phenology collected across 44 sites in Scotland for the period 2014 – 2021. Each site was visited every two days through the spring. The phenology of first budburst and leaf out of approx. 700 marked trees was…","state":"published","title":"Tritrophic phenology and associated data from 44 sites in Scotland, 2014-2021","topic":["0/Phenology/"],"version":1.0,"view":["public","clwe"]},{"authorAffiliation":["University of Edinburgh","Universidade Eduardo Mondlane, Faculdade de Agronomia e Engenharia Florestal","Universidade Lúrio","Centro Polivalente Leão Dehon"],"authorFamilyName":["Woollen","Ryan","Nhaduco","Da Costa","Rodrigues","Armando","Baumert","Zorilla-Miras"],"authorFullName":["Woollen, E.","Ryan, C.M.","Nhaduco, O.","Da Costa, A.A.","Rodrigues, C.","Armando, F.","Baumert, S.","Zorilla-Miras, P."],"authorGivenName":["E.","C.M.","O.","A.A.","C.","F.","S.","P."],"authorOrcid":["https://orcid.org/0000-0002-6504-4835","https://orcid.org/0000-0002-1802-0128","https://orcid.org/0000-0003-2408-1303","https://orcid.org/0000-0002-5019-1015"],"authorRor":["https://ror.org/01nrxwf90","https://ror.org/05n8n9378","https://ror.org/03sbnrq14"],"availability":"Available","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset comprises 259 smallholder agricultural field surveys collected from twenty-six villages across three Districts in Mozambique, Africa. Surveys were conducted in ten fields in each of six 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. Fields were selected based on their age, location, and status as an active field at the time of the survey (i.e. no fallow fields were sampled). Structured interviews using questionnaires were conducted with each farmer to obtain information about current management practices (e.g. use of inputs, tilling, fire and residue management), age of the field, crops planted, crop yields, fallow cycles, floods, erosion and other problems such as crop pests and wild animals. The survey also includes qualitative observations about the fields at the time of the interview, including standing live trees and cropping systems. 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. 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When in the field, all interviewers were trained before conducting interviews with farmers to ensure consistent robust interview techniques and recording of data. Data were continually checked for errors as it was collected. All interviewers were able to translate directly from the local language to Portuguese, and all data were recorded in Portuguese. All translations from Portuguese to English were done by the lead author. Wherever possible, pre-set answers or binary responses to questions were used to systematically record qualitative observations and avoid ambiguous results. \nAll quantitative estimates of crop yields must be used with caution, as data are based on recall data and unit conversions are uncertain and should be considered as rough estimates of yields. Unit conversions for yield data were based on local measurements of harvest units and weights where possible, or from government data. Other estimates are based on best available literature or rough estimates of weights and volume conversions. In cases where the volume or size of the local unit of harvest was not specified (e.g. sack or bucket), the most common volume or size of the unit reported in household surveys in each village were used.\n","locations":["POLYGON((29.68 -27.479, 29.68 -10.347, 42.248 -10.347, 42.248 -27.479, 29.68 -27.479))"],"metadataDate":"2026-06-29T16:15:53.000Z","orcid":["https://orcid.org/0000-0002-6504-4835","https://orcid.org/0000-0002-1802-0128","https://orcid.org/0000-0003-2408-1303","https://orcid.org/0000-0002-5019-1015"],"organisation":["University of Edinburgh","Universidade Eduardo Mondlane, Faculdade de Agronomia e Engenharia Florestal","Universidade Lúrio","Centro Polivalente Leão Dehon","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"publicationDate":"2017-12-18T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/78c5dcee-61c1-44be-9c47-8e9e2d03cb63","10.5285/78c5dcee-61c1-44be-9c47-8e9e2d03cb63","doi:10.5285/78c5dcee-61c1-44be-9c47-8e9e2d03cb63"],"resourceType":"Dataset","rightsHolder":["University of Edinburgh"],"ror":["https://ror.org/01nrxwf90","https://ror.org/05n8n9378","https://ror.org/03sbnrq14","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset comprises 259 smallholder agricultural field surveys collected from twenty-six villages across three Districts in Mozambique, Africa. Surveys were conducted in ten fields in each of six villages in Mabalane District, Gaza Province, ten villages in Marrupa…","state":"published","title":"Rural smallholder agricultural field management surveys across Mozambique","version":1.0,"view":["public","hajd"]},{"authorAffiliation":["Rhodes University","University of Sheffield","University of Michigan","University of Cape Town","Royal Botanic Garden Edinburgh"],"authorFamilyName":["Ripley","Simpson","Raubenheimer","Singini","Jones","Burgess","Carkeek","Cramer","Dixon","Field","Hawkins","Nell","Ngqiyaza","Pallett","Reynolds","Telford","Vetter","Lehmann","Osborne"],"authorFullName":["Ripley, B.","Simpson, K.","Raubenheimer, S.","Singini, E.","Jones, E.","Burgess, T.","Carkeek, R.","Cramer, M.","Dixon, R.","Field, K.","Hawkins, H.","Nell, R.","Ngqiyaza, N.","Pallett, N.","Reynolds, L.","Telford, E.","Vetter, S.","Lehmann, C.","Osborne, C."],"authorGivenName":["Brad","Kimberley","Sarah","Edith","Emma","Tebadi","Richard","Michael","Russell","Katie","Heidi","Rhys","Nozuko","Nita","Liam","Elizabeth","Susanne","Caroline","Colin"],"authorOrcid":["https://orcid.org/0000-0002-4546-2618","https://orcid.org/0000-0001-6673-227X","https://orcid.org/0000-0001-7219-4631","https://orcid.org/0000-0002-6077-6623","https://orcid.org/0000-0003-0989-3266","https://orcid.org/0000-0002-5196-2360","https://orcid.org/0000-0001-9334-0669","https://orcid.org/0000-0001-6894-4137","https://orcid.org/0000-0002-1511-1083","https://orcid.org/0000-0002-2063-5615","https://orcid.org/0000-0002-6825-124X","https://orcid.org/0000-0002-7423-3718"],"authorRor":["https://ror.org/016sewp10","https://ror.org/05krs5044","https://ror.org/00jmfr291","https://ror.org/03p74gp79","https://ror.org/0349vqz63"],"availability":"Embargoed","catalogue":"eidc","dataFormat":["Comma-separated values (CSV)"],"description":"This dataset provides physiological, morphological, and functional trait measurements for twelve African savanna tree species belonging to the Vachellia and Senegalia genera (Fabaceae family). The data encompasses six species classified as encroaching (increasing in density in African savannas) and six non-encroaching species, facilitating comparative analysis of traits facilitating encroachment ability. The variables capture sapling responses to a factorial combination of environmental conditions, specifically atmospheric carbon dioxide concentration, water availability, and interspecific grass competition.\n\nThe dataset details plant performance under elevated CO2 versus ambient CO2 and contrasts well-watered and water-limited conditions. Furthermore, the data includes comparative metrics for trees grown with and without competition from the grass species Themeda triandra. All measurements were derived from saplings grown for 11 months in large pots containing local savanna soil within open-top chambers (Rhodes University Elevated CO2 Facility, Makhanda, South Africa), culminating in physiological assessments and destructive harvesting for morphological analysis.\n\nThe work was supported by the Natural Environment Research Council (Grant NE/T000759/1).","documentType":"GEMINI_DOCUMENT","familyName":["Ripley","Simpson","Raubenheimer","Singini","Jones","Burgess","Carkeek","Cramer","Dixon","Field","Hawkins","Nell","Ngqiyaza","Pallett","Reynolds","Telford","Vetter","Lehmann","Osborne"],"fullName":["Kimberley Simpson","Ripley, B.","Simpson, K.","Raubenheimer, S.","Singini, E.","Jones, E.","Burgess, T.","Carkeek, R.","Cramer, M.","Dixon, R.","Field, K.","Hawkins, H.","Nell, R.","Ngqiyaza, N.","Pallett, N.","Reynolds, L.","Telford, E.","Vetter, S.","Lehmann, C.","Osborne, C."],"funder":["Natural Environment Research Council"],"givenName":["Brad","Kimberley","Sarah","Edith","Emma","Tebadi","Richard","Michael","Russell","Katie","Heidi","Rhys","Nozuko","Nita","Liam","Elizabeth","Susanne","Caroline","Colin"],"grant":["NE/T000759/1"],"identifier":"f7b8e72f-9bbe-4a03-8140-fada73e95b8c","incomingCitationCount":0,"keyword":["Climate and climate change","Savanna encroachment","Woody thickening","Elevated CO2","Functional traits","Drought","Tree-grass competition"],"keywordsOther":["Savanna encroachment","Woody thickening","Elevated CO2","Functional traits","Drought","Tree-grass competition"],"keywordsTheme":["Climate and climate change"],"licence":"Non-Open government licence","lineage":"Data Generation Process\n\nThe data were generated through a controlled split-plot experiment conducted at the Rhodes University Elevated CO2 Facility (RUECF) in Makhanda, South Africa.\n\nExperimental Setup and Environmental Monitoring \nData generation began with the establishment of pots in sixteen open-top chambers (OTCs) designed to impose specific environmental treatments. These treatments included manipulated atmospheric CO2 concentrations (ambient vs. elevated to ~550 ppm), water availability (automated daily irrigation vs. ambient rainfall), and interspecific competition (pots containing established Themeda triandra grass swards vs. bare soil). \n\nCultivation of Biological Material\nThe biological data component originated from twelve indigenous legume species (Vachellia and Senegalia spp.) selected based on their encroachment status. Seeds were heat-shocked to break dormancy, germinated and transplanted into the experimental OTCs. These saplings were grown under the assigned factorial treatment conditions for a period of 11 months (December 2021 - November 2022).\n\nData Acquisition\nFinal data collection was performed in two stages. In the month preceding harvest, physiological trait data were captured in situ. Subsequently, the experiment concluded with the destructive harvesting of all individuals. Morphological and functional trait data were then generated through the physical measurement and analysis of the harvested biomass.","locations":["POLYGON((-18.281 -36.315, -18.281 22.594, 52.385 22.594, 52.385 -36.315, -18.281 -36.315))"],"metadataDate":"2026-06-27T19:46:35.000Z","orcid":["https://orcid.org/0000-0002-4546-2618","https://orcid.org/0000-0001-6673-227X","https://orcid.org/0000-0001-7219-4631","https://orcid.org/0000-0002-6077-6623","https://orcid.org/0000-0003-0989-3266","https://orcid.org/0000-0002-5196-2360","https://orcid.org/0000-0001-9334-0669","https://orcid.org/0000-0001-6894-4137","https://orcid.org/0000-0002-1511-1083","https://orcid.org/0000-0002-2063-5615","https://orcid.org/0000-0002-6825-124X","https://orcid.org/0000-0002-7423-3718"],"organisation":["University of Sheffield","Rhodes University","University of Michigan","University of Cape Town","Royal Botanic Garden Edinburgh","University of Edinburgh","NERC EDS Environmental Information Data Centre"],"publicationDate":"2026-02-04T00:00:00.000Z","recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/f7b8e72f-9bbe-4a03-8140-fada73e95b8c","10.5285/f7b8e72f-9bbe-4a03-8140-fada73e95b8c","doi:10.5285/f7b8e72f-9bbe-4a03-8140-fada73e95b8c"],"resourceType":"Dataset","rightsHolder":["University of Sheffield","Rhodes University","University of Edinburgh"],"ror":["https://ror.org/016sewp10","https://ror.org/05krs5044","https://ror.org/00jmfr291","https://ror.org/03p74gp79","https://ror.org/0349vqz63","https://ror.org/04xw4m193"],"shortenedDescription":"This dataset provides physiological, morphological, and functional trait measurements for twelve African savanna tree species belonging to the Vachellia and Senegalia genera (Fabaceae family). 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