{"type": "FeatureCollection", "features": [{"id": "10.1098/rstb.2012.0102", "type": "Feature", "geometry": null, "properties": {"updated": "2026-08-24T16:17:09Z", "type": "Journal Article", "created": "2012-10-08", "title": "Impact Of Grazing Intensity On Seasonal Variations In Soil Organic Carbon And Soil Co2 Efflux In Two Semiarid Grasslands In Southern Botswana", "description": "<p>             Biological soil crusts (BSCs) are an important source of organic carbon, and affect a range of ecosystem functions in arid and semiarid environments. Yet the impact of grazing disturbance on crust properties and soil CO             2             efflux remain poorly studied, particularly in African ecosystems. The effects of burial under wind-blown sand, disaggregation and removal of BSCs on seasonal variations in soil CO             2             efflux, soil organic carbon, chlorophyll             a             and scytonemin were investigated at two sites in the Kalahari of southern Botswana. Field experiments were employed to isolate CO             2             efflux originating from BSCs in order to estimate the C exchange within the crust. Organic carbon was not evenly distributed through the soil profile but concentrated in the BSC. Soil CO             2             efflux was higher in Kalahari Sand than in calcrete soils, but rates varied significantly with seasonal changes in moisture and temperature. BSCs at both sites were a small net sink of C to the soil. Soil CO             2             efflux was significantly higher in sand soils where the BSC was removed, and on calcrete where the BSC was buried under sand. The BSC removal and burial under sand also significantly reduced chlorophyll             a             , organic carbon and scytonemin             .             Disaggregation of the soil crust, however, led to increases in chlorophyll             a             and organic carbon. The data confirm the importance of BSCs for C cycling in drylands and indicate intensive grazing, which destroys BSCs through trampling and burial, will adversely affect C sequestration and storage. Managed grazing, where soil surfaces are only lightly disturbed, would help maintain a positive carbon balance in African drylands.           </p>", "keywords": ["Chlorophyll", "2. Zero hunger", "Conservation of Natural Resources", "Botswana", "Indoles", "Chlorophyll A", "Temperature", "Water", "04 agricultural and veterinary sciences", "Carbon Dioxide", "15. Life on land", "Poaceae", "Carbon", "Fires", "Carbon Cycle", "Soil", "Phenols", "13. Climate action", "Animals", "0401 agriculture", " forestry", " and fisheries", "Herbivory", "Seasons", "Desert Climate", "Ecosystem", "Soil Microbiology"], "contacts": [{"organization": "Andrew D. Thomas", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.1098/rstb.2012.0102"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Philosophical%20Transactions%20of%20the%20Royal%20Society%20B%3A%20Biological%20Sciences", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.1098/rstb.2012.0102", "name": "item", "description": "10.1098/rstb.2012.0102", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.1098/rstb.2012.0102"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2012-11-19T00:00:00Z"}}, {"id": "10.1016/j.jenvman.2014.11.010", "type": "Feature", "geometry": null, "properties": {"updated": "2026-08-24T16:15:47Z", "type": "Journal Article", "created": "2015-01-21", "title": "Reorienting Land Degradation Towards Sustainable Land Management: Linking Sustainable Livelihoods With Ecosystem Services In Rangeland Systems", "description": "This paper identifies new ways of moving from land degradation towards sustainable land management through the development of economic mechanisms. It identifies new mechanisms to tackle land degradation based on retaining critical levels of natural capital whilst basing livelihoods on a wider range of ecosystem services. This is achieved through a case study analysis of the Kalahari rangelands in southwest Botswana. The paper first describes the socio-economic and ecological characteristics of the Kalahari rangelands and the types of land degradation taking place. It then focuses on bush encroachment as a way of exploring new economic instruments (e.g. Payments for Ecosystem Services) designed to enhance the flow of ecosystem services that support livelihoods in rangeland systems. It does this by evaluating the likely impacts of bush encroachment, one of the key forms of rangeland degradation, on a range of ecosystem services in three land tenure types (private fenced ranches, communal grazing areas and Wildlife Management Areas), before considering options for more sustainable land management in these systems. We argue that with adequate policy support, economic mechanisms could help reorient degraded rangelands towards more sustainable land management.", "keywords": ["Payments for ecosystem services", "0106 biological sciences", "2. Zero hunger", "Conservation of Natural Resources", "Environmental Engineering", "Botswana", "Economics of land degradation", "Agriculture", "Management", " Monitoring", " Policy and Law", "15. Life on land", "01 natural sciences", "12. Responsible consumption", "CAH26-01-02 - physical geographical sciences", "13. Climate action", "11. Sustainability", "Animals", "Humans", "Land degradation", "Bush encroachment", "CAH13-01-03 - landscape design", "Waste Management and Disposal", "Desertification", "Ecosystem", "Land policy", "0105 earth and related environmental sciences"]}, "links": [{"href": "https://eprints.whiterose.ac.uk/86067/1/Reed%20et%20al%20%282015%29%20Reorienting%20land%20degradation%20towards%20sustainable%20land%20management%20JEM%20%282%29.pdf"}, {"href": "https://doi.org/10.1016/j.jenvman.2014.11.010"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Journal%20of%20Environmental%20Management", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.1016/j.jenvman.2014.11.010", "name": "item", "description": "10.1016/j.jenvman.2014.11.010", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.1016/j.jenvman.2014.11.010"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2015-03-01T00:00:00Z"}}, {"id": "1081ac75-78f7-4db3-b8cc-23b78a3aa769", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-172.5, -38.6], [-172.5, 64.9], [153.1, 64.9], [153.1, -38.6], [-172.5, -38.6]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Soil science"}], "scheme": "Stratum"}, {"concepts": [{"id": "Australia"}, {"id": "Botswana"}, {"id": "Brazil"}, {"id": "Cameroon"}, {"id": "China"}, {"id": "Colombia"}, {"id": "Costa Rica"}, {"id": "Cote d Ivoire"}, {"id": "Cuba"}, {"id": "Ecuador"}, {"id": "Finland"}, {"id": "France"}, {"id": "Gabon"}, {"id": "Germany"}, {"id": "Ghana"}, {"id": "Greece"}, {"id": "Hungary"}, {"id": "Spain"}], "scheme": "Region"}], "updated": "2021-07-14T11:52:10", "type": "Dataset", "language": "eng", "title": "A Globally Distributed Soil Spectral Library Visible Near Infrared Diffuse Reflectance Spectra", "description": "The ICRAF-ISRIC Soil VNIR Spectral Library contains visible near infrared spectra of 4,438 soils selected from the Soil Information System (ISIS) of the International Soil Reference and Information Centre (ISRIC). The samples consist of all physically archived samples at ISRIC in 2004 for which soil attribute data was available. The spectra were measured at the World Agroforestry Center's (ICRAF) Soil and Plant Spectral Diagnostic Laboratory. The samples are from 58 countries spanning Africa, Asia, Europe, North America, and South America. Associated attribute data, such as geographical coordinates, horizon (depth), and physical and chemical properties, are provided in a single relational database. The purpose of the library is to provide a resource for research and applications for sensing soil quality both in the laboratory and from space.", "formats": [{"name": "zip"}, {"name": "WWW:DOWNLOAD-1.0-ftp--download"}, {"name": "WWW:LINK-1.0-http--related"}], "keywords": ["soil profiles", "colour", "moisture", "texture", "spectroscopy data", "Soil science", "Australia", "Botswana", "Brazil", "Cameroon", "China", "Colombia", "Costa Rica", "Cote d Ivoire", "Cuba", "Ecuador", "Finland", "France", "Gabon", "Germany", "Ghana", "Greece", "Hungary", "Spain"], "contacts": [{"name": "Keith Shepherd", "organization": "World Agroforestry Centre", "position": "Senior scientist", "roles": ["Author"], "phones": [{"value": null}], "emails": [{"value": "afsis.info@africasoils.net"}], "addresses": [{"deliveryPoint": ["PO Box 30677"], "city": "Nairobi", "administrativeArea": null, "postalCode": "00100", "country": "Kenya"}], "links": [{"href": null}]}, {"name": "Stephan Mantel", "organization": "ISRIC - World Soil Information", "position": "Sustainable land management", "roles": ["Author"], "phones": [{"value": null}], "emails": [{"value": "stephan.mantel@wur.nl"}], "addresses": [{"deliveryPoint": ["PO Box 353"], "city": "Wageningen", "administrativeArea": null, "postalCode": "6700AJ", "country": "Netherlands"}], "links": [{"href": null}]}], "denominator": "100000"}, "links": [{"href": "https://files.isric.org/public/other/", "name": "Download", "protocol": "WWW:DOWNLOAD-1.0-ftp--download", "rel": "download"}, {"href": "https://isric.org/explore/ISRIC-collections", "name": "Project webpage ISRIC", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "https://www.worldagroforestry.org/sd/landhealth/soil-plant-spectral-diagnostics-laboratory/soil-spectra-library", "name": "Project webpage ICRAF", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "http://worldagroforestry.org/sites/default/files/Description_ICRAF-ISRIC%20Soil%20VNIR%20Spectral%20Library.pdf", "name": "Report", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "https://files.isric.org/public/thumbnails/other/ICRAF-ISRICVNIRSoilDatabase.jpg", "name": "preview", "description": "Web image thumbnail (URL)", "protocol": "WWW:LINK-1.0-http--image-thumbnail", "rel": "preview"}, {"rel": "self", "type": "application/geo+json", "title": "1081ac75-78f7-4db3-b8cc-23b78a3aa769", "name": "item", "description": "1081ac75-78f7-4db3-b8cc-23b78a3aa769", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/1081ac75-78f7-4db3-b8cc-23b78a3aa769"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"interval": ["1996-11-01T00:00:00Z", "2006-11-01T00:00:00Z"]}}, {"id": "1b65024a-cd9f-11e9-a8f9-a0481ca9e724", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-172.5, -38.6], [-172.5, 64.9], [153.1, 64.9], [153.1, -38.6], [-172.5, -38.6]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Soil science"}], "scheme": "Stratum"}, {"concepts": [{"id": "Australia"}, {"id": "Botswana"}, {"id": "Brazil"}, {"id": "Cameroon"}, {"id": "China"}, {"id": "Colombia"}, {"id": "Costa Rica"}, {"id": "Cote d Ivoire"}, {"id": "Cuba"}, {"id": "Ecuador"}, {"id": "Finland"}, {"id": "France"}, {"id": "Gabon"}, {"id": "Germany"}, {"id": "Ghana"}, {"id": "Greece"}, {"id": "Hungary"}, {"id": "Spain"}], "scheme": "Region"}], "updated": "2021-07-14T11:52:27", "type": "Dataset", "language": "eng", "title": "A Globally Distributed Soil Spectral Library Mid Infrared Diffuse Reflectance Spectra", "description": "The ICRAF-ISRIC Soil MIR Spectral Library contains visible near infrared spectra of 4,438 soils selected from the Soil Information System (ISIS) of the International Soil Reference and Information Centre (ISRIC). The samples consist of all physically archived samples at ISRIC in 2004 for which soil attribute data was available. The spectra were measured at the World Agroforestry Center's (ICRAF) Soil and Plant Spectral Diagnostic Laboratory. The samples are from 58 countries spanning Africa, Asia, Europe, North America, and South America. Associated attribute data, such as geographical coordinates, horizon (depth), and physical and chemical properties, are provided in a single relational database. The purpose of the library is to provide a resource for research and applications for sensing soil quality both in the laboratory and from space", "formats": [{"name": "zip"}, {"name": "WWW:DOWNLOAD-1.0-ftp--download"}, {"name": "WWW:LINK-1.0-http--related"}], "keywords": ["soil profiles", "colour", "moisture", "texture", "spectroscopy data", "Soil science", "Australia", "Botswana", "Brazil", "Cameroon", "China", "Colombia", "Costa Rica", "Cote d Ivoire", "Cuba", "Ecuador", "Finland", "France", "Gabon", "Germany", "Ghana", "Greece", "Hungary", "Spain"], "contacts": [{"name": "Keith Shepherd", "organization": "World Agroforestry Centre", "position": "Senior scientist", "roles": ["Author"], "phones": [{"value": null}], "emails": [{"value": "afsis.info@africasoils.net"}], "addresses": [{"deliveryPoint": ["PO Box 30677"], "city": "Nairobi", "administrativeArea": null, "postalCode": "00100", "country": "Kenya"}], "links": [{"href": null}]}, {"name": "Stephan Mantel", "organization": "ISRIC - World Soil Information", "position": "Sustainable land management", "roles": ["Author"], "phones": [{"value": null}], "emails": [{"value": "stephan.mantel@wur.nl"}], "addresses": [{"deliveryPoint": ["PO Box 353"], "city": "Wageningen", "administrativeArea": null, "postalCode": "6700AJ", "country": "Netherlands"}], "links": [{"href": null}]}], "denominator": "100000"}, "links": [{"href": "https://files.isric.org/public/other/", "name": "Download", "protocol": "WWW:DOWNLOAD-1.0-ftp--download", "rel": "download"}, {"href": "https://isric.org/explore/ISRIC-collections", "name": "Project webpage ISRIC", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "https://www.worldagroforestry.org/sd/landhealth/soil-plant-spectral-diagnostics-laboratory/soil-spectra-library", "name": "Project webpage ICRAF", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "http://worldagroforestry.org/sites/default/files/Description_ICRAF-ISRIC%20Soil%20VNIR%20Spectral%20Library.pdf", "name": "Report", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "https://files.isric.org/public/thumbnails/other/ICRAF-ISRICVNIRSoilDatabase.jpg", "name": "preview", "description": "Web image thumbnail (URL)", "protocol": "WWW:LINK-1.0-http--image-thumbnail", "rel": "preview"}, {"rel": "self", "type": "application/geo+json", "title": "1b65024a-cd9f-11e9-a8f9-a0481ca9e724", "name": "item", "description": "1b65024a-cd9f-11e9-a8f9-a0481ca9e724", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/1b65024a-cd9f-11e9-a8f9-a0481ca9e724"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"interval": ["1996-11-01T00:00:00Z", "2006-11-01T00:00:00Z"]}}, {"id": "3571c1f3-159d-442c-b324-0af53d03f12e", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[11.7, -34.8], [11.7, -1.0], [40.8, -1.0], [40.8, -34.8], [11.7, -34.8]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Soil science"}], "scheme": "Stratum"}, {"concepts": [{"id": "Africa"}, {"id": "Southern Africa"}, {"id": "Angola"}, {"id": "Botswana"}, {"id": "Lesotho"}, {"id": "Mozambique"}, {"id": "Namibia"}, {"id": "South Africa"}, {"id": "Swaziland"}, {"id": "Tanzania"}, {"id": "Zimbabwe"}], "scheme": "Region"}], "updated": "2024-04-11T12:43:18", "type": "Dataset", "language": "eng", "title": "Soil and Terrain Database for Southern Africa (SOTERSAF)", "description": "The Soil and Terrain database for Southern Africa (SOTERSAF version 1.0), at scale 1:2 million, include the spatial and soil attribute data for 8 Southern African countries. The SOTERSAF database was compiled using the existing soil information and following the SOTER methodology of the 1:1 million scale with respect to pedon attribute data storage. \n\nThe data (SOTERSAF) were compiled in the framework of the ongoing activities of ISRIC, FAO and UNEP to update the world's baseline information on natural resources in SOTER.The project involved collaboration with national soil institutes from the countries in the region as well as individual experts.", "formats": [{"name": "zip"}, {"name": "WWW:DOWNLOAD-1.0-ftp--download"}, {"name": "WWW:LINK-1.0-http--related"}], "keywords": ["calcium", "carbon", "cation exchange capacity", "electrical conductivity", "nitrogen", "organic matter", "bulk density", "soil profiles", "pH", "salinity", "texture", "water holding capacity", "nutrients", "Soil science", "Africa", "Southern Africa", "Angola", "Botswana", "Lesotho", "Mozambique", "Namibia", "South Africa", "Swaziland", "Tanzania", "Zimbabwe"], "contacts": [{"name": "J.A. Dijkshoorn", "organization": "ISRIC - World Soil Information", "position": null, "roles": ["Author"], "phones": [{"value": null}], "emails": [{"value": "None"}], "addresses": [{"deliveryPoint": ["PO Box 353"], "city": "Wageningen", "administrativeArea": null, "postalCode": "6700AJ", "country": "Netherlands"}], "links": [{"href": null}]}, {"name": "Niels Batjes", "organization": "ISRIC - World Soil Information", "position": "Senior Soil Scientist", "roles": ["Author"], "phones": [{"value": null}], "emails": [{"value": "niels.batjes@isric.org"}], "addresses": [{"deliveryPoint": ["PO Box 353"], "city": "Wageningen", "administrativeArea": null, "postalCode": "6700AJ", "country": "Netherlands"}], "links": [{"href": null}]}], "denominator": "2000000"}, "links": [{"href": "https://files.isric.org/public/soter/SAF-SOTER.zip", "name": "Download", "protocol": "WWW:DOWNLOAD-1.0-ftp--download", "rel": "download"}, {"href": "https://isric.org/index.php/projects/soil-and-terrain-soter-database-programme", "name": "Project webpage", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "https://isric.org/sites/default/files/isric_report_2004_04.pdf", "name": "Report", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "https://files.isric.org/public/thumbnails/soter/SOTERSAF.png", "name": "preview", "description": "Web image thumbnail (URL)", "protocol": "WWW:LINK-1.0-http--image-thumbnail", "rel": "preview"}, {"rel": "self", "type": "application/geo+json", "title": "3571c1f3-159d-442c-b324-0af53d03f12e", "name": "item", "description": "3571c1f3-159d-442c-b324-0af53d03f12e", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/3571c1f3-159d-442c-b324-0af53d03f12e"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"interval": ["1951-01-01T00:00:00Z", "2000-11-01T00:00:00Z"]}}, {"id": "6eb4dafe-a184-44e3-9ed1-d2f73020725d", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[11.7, -34.8], [11.7, -1.0], [40.8, -1.0], [40.8, -34.8], [11.7, -34.8]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Soil science"}], "scheme": "Stratum"}, {"concepts": [{"id": "Africa"}, {"id": "Southern Africa"}, {"id": "Angola"}, {"id": "Botswana"}, {"id": "Lesotho"}, {"id": "Mozambique"}, {"id": "Namibia"}, {"id": "South Africa"}, {"id": "Swaziland"}, {"id": "Tanzania"}, {"id": "Zimbabwe"}], "scheme": "Region"}], "updated": "2021-07-14T11:51:50", "type": "Dataset", "language": "eng", "title": "SOTER-based soil parameter estimates (SOTWIS) for Southern Africa", "description": "This harmonized set of soil parameter estimates for Southern Africa has been derived from the 1:2M scale Soil and Terrain Database for Southern Africa (SOTERSAF ver. 1.0) and ISRIC-WISE soil profile database.\n\nThe land surface of Southern Africa has been characterized using 4022 unique SOTER units, corresponding with 6099 polygons. The major soils have been described using 941 profiles, selected by national soil experts as being representative for these units. The associated soil analytical data have been derived from soil survey reports. These sources seldom hold all the physical and chemical attributes ideally required by SOTER. Gaps in the measured soil profile data have been filled using a step-wise procedure that uses taxonomy-based pedotransfer rules, based on some 9600 soil profiles held in the WISE2 database.\n\nParameter estimates are presented by soil unit for fixed depth intervals of 0.2 m to 1 m depth for: organic carbon, total nitrogen, pH(H2O), CECsoil, CECclay, base saturation, effective CEC, aluminium saturation, CaCO3 content, gypsum content, exchangeable sodium percentage (ESP), electrical conductivity of saturated paste (ECe), bulk density, content of sand, silt and clay, content of coarse fragments (less than 2 mm), and available water capacity (-33 to -1500 kPa). These attributes have been identified as being useful for agro-ecological zoning, land evaluation, crop growth simulation, modelling of soil carbon stocks and change, and analyses of global environmental change.\n\nThe current parameter estimates should be seen as best estimates based on the current selection of soil profiles and data clustering procedure. Taxotransfer rules have been flagged to provide an indication of the possible confidence in the derived data.\n\nResults are presented as summary files and have been linked to the 1:2M scale SOTERSAF map in a GIS, through the unique SOTER-unit code.", "formats": [{"name": "zip"}, {"name": "WWW:DOWNLOAD-1.0-ftp--download"}, {"name": "WWW:LINK-1.0-http--related"}], "keywords": ["calcium", "carbon", "cation exchange capacity", "electrical conductivity", "nitrogen", "organic matter", "bulk density", "soil profiles", "pH", "salinity", "texture", "water holding capacity", "nutrients", "Soil science", "Africa", "Southern Africa", "Angola", "Botswana", "Lesotho", "Mozambique", "Namibia", "South Africa", "Swaziland", "Tanzania", "Zimbabwe"], "contacts": [{"name": "Niels Batjes", "organization": "ISRIC - World Soil Information", "position": "Senior Soil Scientist", "roles": ["Author"], "phones": [{"value": null}], "emails": [{"value": "niels.batjes@isric.org"}], "addresses": [{"deliveryPoint": ["PO Box 353"], "city": "Wageningen", "administrativeArea": null, "postalCode": "6700AJ", "country": "Netherlands"}], "links": [{"href": null}]}], "denominator": "2000000"}, "links": [{"href": "https://files.isric.org/public/sotwis/SOTWIS_SAF.zip", "name": "Download", "protocol": "WWW:DOWNLOAD-1.0-ftp--download", "rel": "download"}, {"href": "https://isric.org/projects/harmonized-continental-soter-derived-database-sotwis", "name": "Project webpage", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "https://isric.org/sites/default/files/isric_report_2004_04.pdf", "name": "Report", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "https://files.isric.org/public/thumbnails/sotwis/SOTWIS_SAF.jpg", "name": "preview", "description": "Web image thumbnail (URL)", "protocol": "WWW:LINK-1.0-http--image-thumbnail", "rel": "preview"}, {"rel": "self", "type": "application/geo+json", "title": "6eb4dafe-a184-44e3-9ed1-d2f73020725d", "name": "item", "description": "6eb4dafe-a184-44e3-9ed1-d2f73020725d", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/6eb4dafe-a184-44e3-9ed1-d2f73020725d"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"interval": ["1951-11-01T00:00:00Z", "2000-11-01T00:00:00Z"]}}, {"id": "6fd2f113-9c67-49a4-99e1-8c6c7d4d5e72", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-17.0, -34.0], [-17.0, 17.5], [49.0, 17.5], [49.0, -34.0], [-17.0, -34.0]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Soil science"}], "scheme": "Stratum"}, {"concepts": [{"id": "Angola"}, {"id": "Benin"}, {"id": "Botswana"}, {"id": "Burkina Faso"}, {"id": "Burundi"}, {"id": "Cameroon"}, {"id": "Central African Republic"}, {"id": "Chad"}, {"id": "Demcratic Republic of the Congo"}, {"id": "Eswatini"}, {"id": "Ethiopia"}, {"id": "Gabon"}, {"id": "Ghana"}, {"id": "Guinea"}, {"id": "Guinea-Bissau"}, {"id": "Kenya"}, {"id": "Lesotho"}, {"id": "Madagascar"}, {"id": "Malawi"}, {"id": "Mali"}, {"id": "Mauritania"}, {"id": "Mozambique"}, {"id": "Namibia"}, {"id": "Niger"}, {"id": "Nigeria"}, {"id": "Republic of the Congo"}, {"id": "Rwanda"}, {"id": "Senegal"}, {"id": "Sierra Leone"}, {"id": "Somalia"}, {"id": "South Africa"}, {"id": "South Sudan"}, {"id": "Sudan"}, {"id": "Tanzania"}, {"id": "Togo"}, {"id": "Uganda"}, {"id": "Zambia"}, {"id": "Zimbabwe"}], "scheme": "Region"}], "updated": "2021-07-14T11:51:39", "type": "Dataset", "language": "eng", "title": "Africa Soil Profiles Database, version 1.0", "description": "ISRIC World Soil Information is compiling legacy soil profile data of Sub Saharan Africa, as a project activity of the AfSIS project (Globally integrated Africa Soil Information Service). http://africasoils.net/services/data/soil-databases/\n\nAfrica Soil Profiles database, version. 1.0 (April 2012) identifies less than 15700 unique soil profiles inventoried from a wide variety of data sources. From the less than 14600 profiles that are geo-referenced, soil layer attribute data are available for less than 12500 and soil analytical data for less than 10000 profiles. The database includes, but is not limited, to the soil attributes specified by GlobalSoilMap.net. Soil attribute values are standardized according to e-SOTER conventions and validated according to routine rules. Odd values are flagged. The degree of validation, and associated reliability of the data, varies because reference soil profile data, that are previously and thoroughly validated, are compiled together with non-reference soil profile data of lesser inherent representativeness.\n \nUpdated milestone versions of the dataset have been posted online and made available to the project serving as input to the soil property maps generated by AfSIS. The continuously growing dataset will also be made available through the World Soil Information Service upon continuation of the project activity. The version is released here is version 1.0., the latest version is 1.1.", "formats": [{"name": "zip"}, {"name": "WWW:DOWNLOAD-1.0-ftp--download"}, {"name": "WWW:LINK-1.0-http--related"}], "keywords": ["soil profiles", "Soil science", "Angola", "Benin", "Botswana", "Burkina Faso", "Burundi", "Cameroon", "Central African Republic", "Chad", "Demcratic Republic of the Congo", "Eswatini", "Ethiopia", "Gabon", "Ghana", "Guinea", "Guinea-Bissau", "Kenya", "Lesotho", "Madagascar", "Malawi", "Mali", "Mauritania", "Mozambique", "Namibia", "Niger", "Nigeria", "Republic of the Congo", "Rwanda", "Senegal", "Sierra Leone", "Somalia", "South Africa", "South Sudan", "Sudan", "Tanzania", "Togo", "Uganda", "Zambia", "Zimbabwe"], "contacts": [{"name": "Ad van Oostrum", "organization": "ISRIC - World Soil Information", "position": "Guest researcher", "roles": ["Author"], "phones": [{"value": null}], "emails": [{"value": "ad.vanoostrum@wur.nl"}], "addresses": [{"deliveryPoint": ["PO Box 353"], "city": "Wageningen", "administrativeArea": null, "postalCode": "6700AJ", "country": "Netherlands"}], "links": [{"href": null}]}, {"name": "Johan Leenaars", "organization": "ISRIC - World Soil Information", "position": "Senior soil scientist", "roles": ["Author"], "phones": [{"value": null}], "emails": [{"value": "johan.leenaars@wur.nl"}], "addresses": [{"deliveryPoint": ["PO Box 353"], "city": "Wageningen", "administrativeArea": null, "postalCode": "6700AJ", "country": "Netherlands"}], "links": [{"href": null}]}], "denominator": "2500000"}, "links": [{"href": "https://files.isric.org/public/afsp/AF-AfSP1.0.zip", "name": "Download", "protocol": "WWW:DOWNLOAD-1.0-ftp--download", "rel": "download"}, {"href": "https://isric.org/projects/africa-soil-profiles-database-afsp", "name": "Project webpage", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "https://isric.org/sites/default/files/isric_report_2012_03.pdf", "name": "Report", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "https://files.isric.org/public/thumbnails/afsp/AfSP010Qry_ISRIC.png", "name": "preview", "description": "Web image thumbnail (URL)", "protocol": "WWW:LINK-1.0-http--image-thumbnail", "rel": "preview"}, {"rel": "self", "type": "application/geo+json", "title": "6fd2f113-9c67-49a4-99e1-8c6c7d4d5e72", "name": "item", "description": "6fd2f113-9c67-49a4-99e1-8c6c7d4d5e72", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/6fd2f113-9c67-49a4-99e1-8c6c7d4d5e72"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"interval": ["1925-01-01T00:00:00Z", "2011-01-01T00:00:00Z"]}}, {"id": "b3df7f8d-aa90-4206-a11c-5d95b4dd2327", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-17.0, -34.0], [-17.0, 17.5], [49.0, 17.5], [49.0, -34.0], [-17.0, -34.0]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Soil science"}], "scheme": "Stratum"}, {"concepts": [{"id": "Angola"}, {"id": "Benin"}, {"id": "Botswana"}, {"id": "Burkina Faso"}, {"id": "Burundi"}, {"id": "Cameroon"}, {"id": "Central African Republic"}, {"id": "Chad"}, {"id": "Demcratic Republic of the Congo"}, {"id": "Eswatini"}, {"id": "Ethiopia"}, {"id": "Gabon"}, {"id": "Ghana"}, {"id": "Guinea"}, {"id": "Guinea-Bissau"}, {"id": "Kenya"}, {"id": "Lesotho"}, {"id": "Madagascar"}, {"id": "Malawi"}, {"id": "Mali"}, {"id": "Mauritania"}, {"id": "Mozambique"}, {"id": "Namibia"}, {"id": "Niger"}, {"id": "Nigeria"}, {"id": "Republic of the Congo"}, {"id": "Rwanda"}, {"id": "Senegal"}, {"id": "Sierra Leone"}, {"id": "Somalia"}, {"id": "South Africa"}, {"id": "South Sudan"}, {"id": "Sudan"}, {"id": "Tanzania"}, {"id": "Togo"}, {"id": "Uganda"}, {"id": "Zambia"}, {"id": "Zimbabwe"}], "scheme": "Region"}], "updated": "2021-07-14T11:52:31", "type": "Dataset", "language": "eng", "title": "Africa Soil Profiles Database, version 1.1", "description": "The Africa Soil Profiles Database, Version 1.1, is compiled by ISRIC - World Soil Information (World Data Center for Soils) as a project activity for the Globally integrated- Africa Soil Information Service (AfSIS) project (www.africasoils.net/data/legacyprofile). It replaces version 1.0. \n\nThe Africa Soil Profiles Database is a compilation of georeferenced and standardised legacy soil profile data for Sub-Saharan Africa. Version 1.1 (March 2013) identifies 16,711 unique soil profiles inventoried from a wide variety of data sources and includes profile site and layer attribute data. Soil analytical data are available for 13,835 profiles of which 12,683 are georeferenced, including the attributes as specified by GlobalSoilMap.net. Soil attribute values are standardized according to SOTER conventions and are validated according to routine rules. Odd values are flagged. The degree of validation, and associated reliability of the data, varies because reference soil profile data, that are previously and thoroughly validated, are compiled together with non-reference soil profile data of lesser inherent representativeness.", "formats": [{"name": "zip"}, {"name": "WWW:DOWNLOAD-1.0-ftp--download"}, {"name": "WWW:LINK-1.0-http--related"}], "keywords": ["soil profiles", "Soil science", "Angola", "Benin", "Botswana", "Burkina Faso", "Burundi", "Cameroon", "Central African Republic", "Chad", "Demcratic Republic of the Congo", "Eswatini", "Ethiopia", "Gabon", "Ghana", "Guinea", "Guinea-Bissau", "Kenya", "Lesotho", "Madagascar", "Malawi", "Mali", "Mauritania", "Mozambique", "Namibia", "Niger", "Nigeria", "Republic of the Congo", "Rwanda", "Senegal", "Sierra Leone", "Somalia", "South Africa", "South Sudan", "Sudan", "Tanzania", "Togo", "Uganda", "Zambia", "Zimbabwe"], "contacts": [{"name": "Ad van Oostrum", "organization": "ISRIC - World Soil Information", "position": "Guest researcher", "roles": ["Author"], "phones": [{"value": null}], "emails": [{"value": "ad.vanoostrum@wur.nl"}], "addresses": [{"deliveryPoint": ["PO Box 353"], "city": "Wageningen", "administrativeArea": null, "postalCode": "6700AJ", "country": "Netherlands"}], "links": [{"href": null}]}, {"name": "Johan Leenaars", "organization": "ISRIC - World Soil Information", "position": "Senior soil scientist", "roles": ["Author"], "phones": [{"value": null}], "emails": [{"value": "johan.leenaars@wur.nl"}], "addresses": [{"deliveryPoint": ["PO Box 353"], "city": "Wageningen", "administrativeArea": null, "postalCode": "6700AJ", "country": "Netherlands"}], "links": [{"href": null}]}], "denominator": "2500000"}, "links": [{"href": "https://files.isric.org/public/afsp/AF-AfSP1.1.zip", "name": "Download", "protocol": "WWW:DOWNLOAD-1.0-ftp--download", "rel": "download"}, {"href": "https://isric.org/projects/africa-soil-profiles-database-afsp", "name": "Project webpage", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "https://isric.org/sites/default/files/isric_report_2013_03.pdf", "name": "Report", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "https://files.isric.org/public/thumbnails/afsp/AfSP011Qry_ISRIC.png", "name": "preview", "description": "Web image thumbnail (URL)", "protocol": "WWW:LINK-1.0-http--image-thumbnail", "rel": "preview"}, {"rel": "self", "type": "application/geo+json", "title": "b3df7f8d-aa90-4206-a11c-5d95b4dd2327", "name": "item", "description": "b3df7f8d-aa90-4206-a11c-5d95b4dd2327", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/b3df7f8d-aa90-4206-a11c-5d95b4dd2327"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"interval": ["1925-01-01T00:00:00Z", "2011-01-01T00:00:00Z"]}}, {"id": "b88870b4-6af8-4e78-a3ac-38871d757525", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-17.0, -34.0], [-17.0, 17.5], [49.0, 17.5], [49.0, -34.0], [-17.0, -34.0]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Soil science"}], "scheme": "Stratum"}, {"concepts": [{"id": "Angola"}, {"id": "Benin"}, {"id": "Botswana"}, {"id": "Burkina Faso"}, {"id": "Burundi"}, {"id": "Cameroon"}, {"id": "Central African Republic"}, {"id": "Chad"}, {"id": "Demcratic Republic of the Congo"}, {"id": "Eswatini"}, {"id": "Ethiopia"}, {"id": "Gabon"}, {"id": "Ghana"}, {"id": "Guinea"}, {"id": "Guinea-Bissau"}, {"id": "Kenya"}, {"id": "Lesotho"}, {"id": "Madagascar"}, {"id": "Malawi"}, {"id": "Mali"}, {"id": "Mauritania"}, {"id": "Mozambique"}, {"id": "Namibia"}, {"id": "Niger"}, {"id": "Nigeria"}, {"id": "Republic of the Congo"}, {"id": "Rwanda"}, {"id": "Senegal"}, {"id": "Sierra Leone"}, {"id": "Somalia"}, {"id": "South Africa"}, {"id": "South Sudan"}, {"id": "Sudan"}, {"id": "Tanzania"}, {"id": "Togo"}, {"id": "Uganda"}, {"id": "Zambia"}, {"id": "Zimbabwe"}], "scheme": "Region"}], "updated": "2021-07-14T11:51:37", "type": "Dataset", "language": "eng", "title": "Africa Soil Profiles Database, version 1.2", "description": "The Africa Soil Profiles Database, Version 1.2, is compiled by ISRIC - World Soil Information (World Data Center for Soils) as a project activity for the Globally integrated- Africa Soil Information Service (AfSIS) project (www.africasoils.net/data/legacyprofile). It replaces version 1.1. \n\nThe Africa Soil Profiles Database is a compilation of georeferenced and standardised legacy soil profile data for Sub-Saharan Africa. Version 1.2 (November 2014) identifies 18,532 unique soil profiles inventoried from a wide variety of data sources and includes profile site and layer attribute data. Soil analytical data are available for 15,564 profiles of which 14,197 are georeferenced, including the attributes as specified by GlobalSoilMap.net. Soil attribute values are standardized according to SOTER conventions and are validated according to routine rules. Odd values are flagged. 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