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"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": "6b664e1e-15ff-4bcb-8cd6-fef048a653a6", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-1.0, 9.4], [-1.0, 52.45], [14.15, 52.45], [14.15, 9.4], [-1.0, 9.4]]]}, "properties": {"themes": [{"concepts": [{"id": "farming"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "agricultural water use"}, {"id": "appropriate technology"}, {"id": "evapotranspiration"}, {"id": "carbon dioxide"}, {"id": "water balance"}, {"id": "crop water use"}, {"id": "water-use efficiency"}], "scheme": "AGROVOC Multilingual agricultural thesaurus"}, {"concepts": [{"id": "opendata"}, {"id": "carbon balance"}, {"id": "open source device"}, {"id": "net ecosystem carbon balance"}], "scheme": "Individual"}, {"concepts": [{"id": "Bodennutzung"}], "scheme": "GEMET - INSPIRE themes, version 1.0"}, {"concepts": [{"id": "Africa"}, {"id": "Ghana"}, {"id": "Germany"}, {"id": "Brandenburg"}], "scheme": "individual"}], "license": "CC BY", "rights": "Restrictions applied to assure the protection of privacy or intellectual property, and any special restrictions or limitations or warnings on using the resource or metadata. Reports, articles, papers, scientific and non - scientific works of any form, including tables, maps, or any other kind of output, in printed or electronic form, based in whole or in part on the data supplied, must contain an acknowledgement of the form: \"Data reused from the BonaRes Data Centre www.bonares.de. This data were created as part of the ZALF Datenerfassung's research activities.\" Although every care has been taken in preparing and testing the data, the ZALF Datenerfassung and the BonaRes Data Centre cannot guarantee that the data are correct; neither does the ZALF Datenerfassung and the BonaRes Data Centre accept any liability whatsoever for any error, missing data or omission in the data, or for any loss or damage arising from its use. The ZALF Datenerfassung and BonaRes Data Centre will not be responsible for any direct or indirect use which might be made of the data.", "updated": "2024-01-15", "type": "Dataset", "created": "2023-03-30", "language": "eng", "title": "Validation and field application of a low-cost device to measure CO2 and ET fluxes - Field ET flux measurements", "description": "ET flux measurements from field trial application of low-cost measurement device.\n\nRelated datasets are listed in the metadata element 'Related Identifier'.", "formats": [{"name": "CSV"}], "keywords": ["agricultural water use", "appropriate technology", "evapotranspiration", "carbon dioxide", "water balance", "crop water use", "water-use efficiency", "opendata", "carbon balance", "open source device", "net ecosystem carbon balance", "Bodennutzung", "Africa", "Ghana", "Germany", "Brandenburg"], "contacts": [{"name": "ZALF", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": 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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. 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}]}, {"name": "Maria Ruiperez Gonzalez", "organization": "ISRIC - World Soil Information", "position": "Remote Sensing", "roles": ["Author"], "phones": [{"value": null}], "emails": [{"value": "maria.ruiperezgonzalez@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-AfSP1.2.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_2014_01.pdf", "name": "Report", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"href": "https://files.isric.org/public/thumbnails/afsp/AfSP012Qry_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": "b88870b4-6af8-4e78-a3ac-38871d757525", "name": "item", "description": "b88870b4-6af8-4e78-a3ac-38871d757525", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/b88870b4-6af8-4e78-a3ac-38871d757525"}, {"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": "a3752ecb-c5ea-4f1a-96ff-01a24180d3cb", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-1.0, 9.4], [-1.0, 52.45], [14.15, 52.45], [14.15, 9.4], [-1.0, 9.4]]]}, "properties": {"themes": [{"concepts": [{"id": "farming"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "agricultural water use"}, {"id": "appropriate technology"}, {"id": "evapotranspiration"}, {"id": "carbon dioxide"}, {"id": "water balance"}, {"id": "crop water use"}, {"id": "water-use efficiency"}], "scheme": "AGROVOC Multilingual agricultural thesaurus"}, {"concepts": [{"id": "opendata"}, {"id": "carbon balance"}, {"id": "open source device"}, {"id": "net ecosystem carbon balance"}], "scheme": "Individual"}, {"concepts": [{"id": "Bodennutzung"}], "scheme": "GEMET - INSPIRE themes, version 1.0"}, {"concepts": [{"id": "Ghana"}, {"id": "Africa"}, {"id": "Germany and Brandenburg"}], "scheme": "individual"}], "license": "CC BY", "rights": "Restrictions applied to assure the protection of privacy or intellectual property, and any special restrictions or limitations or warnings on using the resource or metadata. Reports, articles, papers, scientific and non - scientific works of any form, including tables, maps, or any other kind of output, in printed or electronic form, based in whole or in part on the data supplied, must contain an acknowledgement of the form: \"Data reused from the BonaRes Data Centre www.bonares.de. This data were created as part of the ZALF Datenerfassung's research activities.\" Although every care has been taken in preparing and testing the data, the ZALF Datenerfassung and the BonaRes Data Centre cannot guarantee that the data are correct; neither does the ZALF Datenerfassung and the BonaRes Data Centre accept any liability whatsoever for any error, missing data or omission in the data, or for any loss or damage arising from its use. The ZALF Datenerfassung and BonaRes Data Centre will not be responsible for any direct or indirect use which might be made of the data.", "updated": "2024-01-15", "type": "Dataset", "created": "2023-03-30", "language": "eng", "title": "Validation and field application of a low-cost device to measure CO2 and ET fluxes", "description": "Mitigating the global climate crisis and its consequences, such as more frequent and severe droughts, is one of the major challenges for future agriculture. Therefore, identifying land use systems and management practices that reduce greenhouse gas emissions (GHG) and promote water use efficiency (WUE) is crucial. This however, requires accurate and precise measurements of carbon dioxide (CO2) fluxes and evapotranspiration (ET). Despite that, commercial systems to measure CO2 and ET fluxes are expensive and thus, often exclude research in ecosystems within the Global South. This is especially true for research and data of agroecosystems in these areas, which are to date still widely underrepresented. Here, we present a newly developed, low-cost, non-dispersive infrared (NDIR)-based, CO2 and ET flux measurement device (~ 200 Euro) that provides reliable, accurate and precise CO2 and ET flux measurements in conjunction with manual closed chambers. To validate the system, laboratory and field validation experiments were performed, testing multiple different low-cost sensors. We demonstrate that the system delivers accurate and precise CO2 and ET flux measurements using the K30 FR NDIR (CO2) and SHT31 (RH) sensor. An additional field trial application demonstrated its longer-term stability ( 3 months) and ability to obtain valid net ecosystem C balances (NECB) and WUE. This was the case, even though environmental conditions at the field trial application site in Sub-Saharan Africa were rather challenging (e.g., extremely high temperatures, humidity and intense rainfall). Consequently, the developed low-cost CO2 and ET flux measurement device not only provides reasonable results but might also help to democratize science and close current data gaps.This table contains the index of all tables forming this data collection.\n\nRelated datasets are listed in the metadata element 'Related Identifier'.", "formats": [{"name": "CSV"}], "keywords": ["agricultural water use", "appropriate technology", "evapotranspiration", "carbon dioxide", "water balance", "crop water use", "water-use efficiency", "opendata", "carbon balance", "open source device", "net ecosystem carbon balance", "Bodennutzung", "Ghana", "Africa", "Germany and Brandenburg"], "contacts": [{"name": "ZALF", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["publisher"], "phones": [{"value": "+49 33432 82 300"}], "emails": [{"value": "dataservice@zalf.de"}], "addresses": [{"deliveryPoint": ["Eberswalder Strasse 84"], "city": "M\u00fcncheberg", "administrativeArea": "Brandenburg", "postalCode": "15374", "country": "Germany"}], "links": [{"href": null}]}, {"name": "Reena Macagga", "organization": "Leibniz Centre for Agricultural Landscape Research (ZALF)", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "0000-0003-3407-5177", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Michael Asante", "organization": "West African Science Service Centre on Climate Change and Adapted Land Use, University of Sciences, Techniques and Technologies of Bamako (USTTB) and Council for Scientific and Industrial Research-Savannah Agricultural Research Institute (CSIR-SARI)", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "mkasante08@yahoo.co.uk"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "0000-0002-9727-3413", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Geoffroy Sossa", "organization": "West African Science Service Centre on Climate Change and Adapted Land Use, University of Sciences, Techniques and Technologies of Bamako (USTTB) and Laboratory of Hydraulic and Water Control, National Institute of Water, University of Abomey-Calavi", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "sogeof1992@gmail.com"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Danica Antonijevic", "organization": "Leibniz Centre for Agricultural Landscape Research (ZALF)", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "danica.antonijevic@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "0000-0002-8878-2208", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Maren Dubbert", "organization": "Leibniz Centre for Agricultural Landscape Research (ZALF)", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "Maren.Dubbert@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": 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"emails": [{"value": "mathias.hoffmann@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "0000-0002-2776-1403", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Shukrona Giyasidinova", "organization": "Leibniz Centre for Agricultural Landscape Research (ZALF)", "position": null, "roles": ["dataCollector"], "phones": [{"value": null}], "emails": [{"value": "reena.macagga@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Shrijana Vaidya", "organization": "Leibniz Centre for Agricultural Landscape Research (ZALF)", "position": null, "roles": ["dataCollector"], "phones": [{"value": null}], "emails": [{"value": 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The value of each pixel represents the average daily actual transpiration for that specific dekad. 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By relating biomass production to total EvapoTranspiration (sum of soil evaporation, canopy transpiration and interception), this indicator provides insights on the impact of vegetation development on consumptive water use and thus on water balance in a given domain. When the focus is on monitoring performance of irrigated agriculture in relation to water consumption, it is more appropriate to use transpiration alone as a denominator, as a measure of water beneficially consumed by the plant. This latter indicator, for which we use the term \\\"net water productivity\\\", provides useful information on how effectively vegetation (and particularly crops) uses water to develop its biomass (and thus yield). The data is provided in near real time from January 2009 to present.", "formats": [{"name": "TIF"}, {"name": "OGC:WMS-1.3.0-http-get-map"}, {"name": "WWW:LINK-1.0-http--link"}], "keywords": ["Water", "WaPOR", "WaPOR_2", "WaPOR_2_National", "Autogenerated", "Seasonal", "Africa and Near East", "Benin", "Burundi", "Egypt", "Ethiopia", "Ghana", "Iraq", "Jordan", "Kenya", "Lebanon", "Mali", "Morocco", "Mozambique", "Niger", "Palestine", "Rwanda", "South Sudan", "Sudan", "Syrian Arab Republic", "Tunisia", "Uganda", "Yemen", "Awash Basin", "Jordan Basin", "Litani Basin", "Niger Basin", "Nile Basin", "Africa"], "contacts": [{"name": "WaPOR", "organization": "FAO-UN", "position": null, "roles": ["originator"], "phones": [{"value": null}], "emails": [{"value": "wapor@fao.org"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"organization": "FAO-UN", "roles": ["creator"]}], "edition": "Version 2.0"}, "links": [{"href": "https://io.apps.fao.org/geoserver/wms/WAPOR_2/L2_GBWP_S/v2?service=WMS&version=1.3.0&request=GetCapabilities", "name": "WPR:YEAR:YEAR", "description": "Gross Biomass Water Productivity (Africa and Near East - Seasonal - 100m)", "protocol": "OGC:WMS-1.3.0-http-get-map", "rel": "information"}, {"href": "https://WaPOR.apps.fao.org/catalog/WaPOR_2/2/L2_GBWP_S", "name": "Download data from WaPOR Website", "description": "Gross Biomass Water Productivity  (Africa and Near East - Seasonal)", "protocol": "WWW:LINK-1.0-http--link", "rel": "download"}, {"href": "https://io.apps.fao.org/geoserver/wms/reflect?layers=WAPOR_2:l2_gbwp_s", "name": "preview", "description": "Web image thumbnail (URL)", "protocol": "WWW:LINK-1.0-http--image-thumbnail", "rel": "preview"}, {"rel": "self", "type": "application/geo+json", "title": "17b86ea9-c932-47d8-a2cd-a7590cd0072c", "name": "item", "description": "17b86ea9-c932-47d8-a2cd-a7590cd0072c", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/17b86ea9-c932-47d8-a2cd-a7590cd0072c"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2009-01-01T00:00:00Z"}}, {"id": "3141c4ea-647b-4028-a90b-c1a9219db9fd", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-30.0, -40.0], [-30.0, 40.0], [65.0, 40.0], [65.0, -40.0], [-30.0, -40.0]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Africa"}], "scheme": "Continents, countries, sea regions of the world."}], "updated": "2022-01-27T16:19:53", "language": "eng", "title": "Actual EvapoTranspiration and Interception (Africa and Near East - Annual - 100m)", "description": "The actual EvapoTranspiration and Interception (ETIa) is the sum of the soil evaporation (E), canopy transpiration (T), and evaporation from rainfall intercepted by leaves (I). The value of each pixel represents the ETIa in a given year. The data is provided in near real time from January 2009 to present.", "formats": [{"name": "TIF"}, {"name": "OGC:WMS-1.3.0-http-get-map"}, {"name": "WWW:LINK-1.0-http--link"}], "keywords": ["Water", "WaPOR", "WaPOR_2", "WaPOR_2_National", "Autogenerated", "Annual", "Africa and Near East", "Benin", "Burundi", "Egypt", "Ethiopia", "Ghana", "Iraq", "Jordan", "Kenya", "Lebanon", "Mali", "Morocco", "Mozambique", "Niger", "Palestine", "Rwanda", "South Sudan", "Sudan", "Syrian Arab Republic", "Tunisia", "Uganda", "Yemen", "Awash Basin", "Jordan Basin", "Litani Basin", "Niger Basin", "Nile Basin", "Africa"], "contacts": [{"name": "WaPOR", "organization": "FAO-UN", "position": null, "roles": ["originator"], "phones": [{"value": null}], "emails": [{"value": "wapor@fao.org"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"organization": "FAO-UN", "roles": ["creator"]}], "edition": "Version 2.0"}, "links": [{"href": "https://io.apps.fao.org/geoserver/wms/WAPOR_2/L2_AETI_A/v2?service=WMS&version=1.3.0&request=GetCapabilities", "name": "WATER_MM:YEAR:YEAR", "description": "Actual EvapoTranspiration and Interception (Annual)", "protocol": "OGC:WMS-1.3.0-http-get-map", "rel": "download"}, {"href": "https://WaPOR.apps.fao.org/catalog/WaPOR_2/2/L2_AETI_A", "name": "Download data from WaPOR Website", "description": "Actual EvapoTranspiration and Interception  (Africa and Near East - Annual)", "protocol": "WWW:LINK-1.0-http--link", "rel": "download"}, {"href": "https://io.apps.fao.org/geoserver/wms/reflect?layers=WAPOR_2:l2_aeti_a", "name": "preview", "description": "Web image thumbnail (URL)", "protocol": "WWW:LINK-1.0-http--image-thumbnail", "rel": "preview"}, {"rel": "self", "type": "application/geo+json", "title": "3141c4ea-647b-4028-a90b-c1a9219db9fd", "name": "item", "description": "3141c4ea-647b-4028-a90b-c1a9219db9fd", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/3141c4ea-647b-4028-a90b-c1a9219db9fd"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2009-01-01T00:00:00Z"}}, {"id": "3bab38ae-8544-4aac-807f-a0e48452d1b0", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-33.45, -17.06], [-33.45, 29.04], [17.56, 29.04], [17.56, -17.06], [-33.45, -17.06]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}], "updated": "2023-01-31T10:42:32", "created": "2013-08-01T22:00:00", "language": "eng", "title": "Length of Growing Period in West Africa - ClimAfrica WP5", "description": "The Length of Growing Period (LGP) refers to the average duration when moisture availability allows crop growth. The calculation is based on a water balance model that compares moisture supply from precipitation, soil moisture storage and a reference evapotranspiration. The reference LGP assumes available soil moisture capacity of 100 mm per meter soil depth and a reference soil depth of one meter. LGP's were based on the baseline period of 1961-1990.\nThis dataset has been used to complement the survey data and included in the \"Climate change predictions in Sub-Saharan Africa: impacts and adaptations (ClimAfrica)\" project, Work Package 5 (WP5). More information on ClimAfrica project is provided in the Supplemental Information section of this metadata.\nThis study in WP5 aimed to identify, locate and characterize groups that are vulnerable for climate change conditions in two country clusters; one in West Africa (Benin, Burkina Faso, C\u00f4te d'Ivoire, Ghana, and Togo) and one in East Africa (Sudan, South Sudan and Uganda). Data used for the study include the Demographic and Health Surveys (DHS) , the Multi Indicator Cluster Survey (MICS) and the Afrobarometer surveys for the socio-economic variables and grid level data on agro-ecological and climatic conditions.", "formats": [{"name": "ASCII format"}, {"name": "WWW:DOWNLOAD-1.0-http--download"}, {"name": "WWW:LINK-1.0-http--link"}], "keywords": ["LGP", "length of growing period", "soil moisture", "water balance", "precipitation", "evapotranspiration", "WP5", "ClimAfrica", "Tag_climafrica", "Africa", "Benin", "Burkina Faso", "Cote d'Ivoire", "Ghana"], "contacts": [{"name": "Lia van Wesenbeeck", "organization": "Centre for World Food Studies (SOW-VU)", "position": null, "roles": ["originator"], "phones": [{"value": null}], "emails": [{"value": "c.f.a.vanwesenbeeck@sow.vu.nl"}], "addresses": [{"deliveryPoint": ["De Boelelaan 1105 1081 HV"], "city": "Amsterdam", "administrativeArea": null, "postalCode": "1081 HV", "country": "Netherlands"}], "links": [{"href": null}]}, {"name": "Ben Sonneveld", "organization": "Centre for World Food Studies (SOW-VU)", "position": null, "roles": ["pointOfContact"], "phones": [{"value": null}], "emails": [{"value": "B.G.J.S.sonneveld@sow.vu.nl"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"organization": "Centre for World Food Studies (SOW-VU)", "roles": ["creator"]}], "distancevalue": "10", "distanceuom": "Km", "edition": "First"}, "links": [{"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/3bab38ae-8544-4aac-807f-a0e48452d1b0/resources/LGPW.zip", "description": "Length of Growing Period in West Africa", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/3bab38ae-8544-4aac-807f-a0e48452d1b0/resources/D_5.2.1.pdf", "description": "A spatially explicit assessment of specific vulnerabilities of the food system due to climate change and the identification of their causes; Technical report", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "https://www.fao.org/3/i7040e/i7040e.pdf", "name": "Scenarios of major production systems in Africa", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"href": "https://www.cmcc.it/projects/climafrica-climate-change-predictions-in-sub-saharian-africa-impacts-and-adaptations", "name": "Climafrica - Climate Change Predictions In Sub-Saharan Africa: Impacts And Adaptations", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/3bab38ae-8544-4aac-807f-a0e48452d1b0/thumbnail/LGPW_s.png", "name": "preview", "description": "Web image thumbnail (URL)", "protocol": "WWW:LINK-1.0-http--image-thumbnail", "rel": "preview"}, {"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/3bab38ae-8544-4aac-807f-a0e48452d1b0/large_thumbnail/LGPW.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": "3bab38ae-8544-4aac-807f-a0e48452d1b0", "name": "item", "description": "3bab38ae-8544-4aac-807f-a0e48452d1b0", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/3bab38ae-8544-4aac-807f-a0e48452d1b0"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"interval": ["1961-01-01T00:00:00Z", "1990-12-31T00:00:00Z"]}}, {"id": "5b7904f3-e9f4-4ac3-b088-bf9b8b1b9a41", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-30.0, -40.0], [-30.0, 40.0], [65.0, 40.0], [65.0, -40.0], [-30.0, -40.0]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Africa"}], "scheme": "Continents, countries, sea regions of the world."}], "updated": "2022-01-27T16:18:15", "language": "eng", "title": "Net Primary Production (Africa and Near East - Monthly - 100m)", "description": "Net Primary Production (NPP) is a fundamental characteristic of an ecosystem, expressing the conversion of carbon dioxide into biomass driven by photosynthesis. The pixel value represents the NPP for that specific month. 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The pixel value represents the mean daily NPP for that specific dekad. 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Reports, articles, papers, scientific and non - scientific works of any form, including tables, maps, or any other kind of output, in printed or electronic form, based in whole or in part on the data supplied, must contain an acknowledgement of the form: \"Data reused from the BonaRes Data Centre www.bonares.de. This data were created as part of the ZALF Datenerfassung's research activities.\" Although every care has been taken in preparing and testing the data, the ZALF Datenerfassung and the BonaRes Data Centre cannot guarantee that the data are correct; neither does the ZALF Datenerfassung and the BonaRes Data Centre accept any liability whatsoever for any error, missing data or omission in the data, or for any loss or damage arising from its use. 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The main criteria to establish livelihood zones are: the predominant source of income (livelihood activities); the natural resources available to people and the way they are used; and the prevailing agroclimatic conditions that influence farming activities. Patterns of livelihood vary from one area to another, based on local factors such as climate, soil or access to markets. The analysis delineates geographical areas within which people share similar livelihood patterns: source of living, access to food, farming practices, including crops, livestock and access to markets.\nThe map of livelihood zones is the main output from a participatory mapping workshop and forms the basis for the overall AWM assessment. It describes and geographically locates the different country livelihood contexts, focusing on the main smallholders\u00e2\u20ac\u2122 livelihood strategies, their water-related problems and other constraints\nfor development, and the role agricultural water management plays for their livelihoods. An attribute table provides a detailed description of each livelihood zone.", "formats": [{"name": "WWW:LINK-1.0-http--link"}, {"name": "WWW:DOWNLOAD-1.0-http--download"}], "keywords": ["BMGF-AWS", "water management", "smallholders", "Tag_AQUASTAT", "Tag_Water-Management", "Ghana", "West Africa"], "contacts": [{"name": "Guido Santini", "organization": "UN Food and Agriculture Organization", "position": "Technical Officer", "roles": ["pointOfContact"], "phones": [{"value": null}], "emails": [{"value": "guido.santini@fao.org"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Jean-Marc Faur\u00e8s", "organization": "UN Food and Agriculture Organization", "position": "Senior Officer (Water Resources Management)", "roles": ["pointOfContact"], "phones": [{"value": null}], "emails": [{"value": "jeanmarc.faures@fao.org"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}], "denominator": "1000000"}, "links": [{"href": "http://awm-solutions.iwmi.org/", "name": "awm-solutions website", "description": "Project website", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/72b8edce-4737-4abb-b27c-5b54f8a5ffcf/resources/GHA_livelihoods.zip", "description": "Contains: ESRI shp file, livelihoods report", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "http://www.fao.org/nr/water/projects_agwatermanagement.html", "name": "Agricultural water management solutions project", "description": "Project page on FAO WATER website", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/72b8edce-4737-4abb-b27c-5b54f8a5ffcf/thumbnail/GH_map_livelihoodsST.png", "name": "preview", "description": "Web image thumbnail (URL)", "protocol": "WWW:LINK-1.0-http--image-thumbnail", "rel": "preview"}, {"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/72b8edce-4737-4abb-b27c-5b54f8a5ffcf/large_thumbnail/GH_map_livelihoodsLT.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": "72b8edce-4737-4abb-b27c-5b54f8a5ffcf", "name": "item", "description": "72b8edce-4737-4abb-b27c-5b54f8a5ffcf", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/72b8edce-4737-4abb-b27c-5b54f8a5ffcf"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date-time": "2022-07-05T08:19:22Z"}}, {"id": "761b42e3-7c12-492e-a5d0-d6fff07dd8b7", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-17.3, -34.6], [-17.3, 38.2], [51.1, 38.2], [51.1, -34.6], [-17.3, -34.6]]]}, "properties": {"themes": [{"concepts": [{"id": "climatologyMeteorologyAtmosphere"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}], "updated": "2023-01-31T09:03:32", "created": "2014-06-01T00:00:00", "language": "eng", "title": "Biophysical Field Collected Data - ClimAfrica WP6", "description": "The database includes a set of field collected biophysical parameters in a wide range of Sub-Saharan African agroecosystems. The main parameters include:\n\n\u00b7 Current and past land use category, with approximate date of change (if any);\n\n\u00b7 Main climatic parameters, obtained from the closest weather station;\n\n\u00b7 Type of underlying bedrock;\n\n\u00b7 A set of topographical variables: altitude, slope, aspect, macrotopography and microtopography;\n\n\u00b7 General fertilization information (if any);\n\n\u00b7 General grazing management (if any);\n\n\u00b7 General crop management (sown species, rotation, irrigation, etc.);\n\n\u00b7 Soil data (including texture, bulk density, C, N, P, pH, CEC, etc);\n\n\u00b7 Vegetation biomass;\n\n\u00b7 Vascular species richness.\n\nSampling plots and boundaries of study areas are available as digital maps in the \"Distribution\" section of this metadata.\n\nThis set of data has been produced in the framework of the \"Climate change predictions in Sub-Saharan Africa: impacts  and adaptations  (ClimAfrica)\" project, Work Package 6 (WP6). For more information on the following work packages produced, please contact the data originator indicated in the Point of contacts section of this metadata.\n\n\u2022\tProject Deliverable D6.1 - Catalogue of selected watersheds for the case studies. \n\n\u2022\tProject Deliverable D6.2 - Reports on site characteristics of the model areas using a standardized format.\n\n\u2022\tProject Deliverable D6.3 - Database of relevant eddy covariance measurements from the available CarboAfrica (FP6 project) flux sites to be delivered to WP1 and WP2 for model development.\n\n\u2022\tProject Deliverable D6.4 - High spatial and temporal resolution time series combining high and medium spatial resolution satellite data for assimilation and phenological modelling.", "formats": [{"name": "WWW:DOWNLOAD-1.0-http--download"}, {"name": "WWW:LINK-1.0-http--link"}], "keywords": ["field data", "biophysical data", "soil", "plant species richness", "vegetation biomass", "carbon", "WP6", "ClimAfrica", "Tag_climafrica", "Africa", "Burkina Faso", "Congo", "Ghana", "Kenya", "Malawi", "Sudan", "Togo"], "contacts": [{"name": "Teresa Sebastia", "organization": "Centre Tecnologic Forestal de Catalunya (CTFC)", "position": "ClimAfrica WP6 Coordinator", "roles": ["originator"], "phones": [{"value": null}], "emails": [{"value": "teresa.sebastia@ctfc.es"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": "Spain"}], "links": [{"href": null}]}, {"name": "Xavier de Lamo", "organization": "Centro Euro-Mediterraneo per i Cambiamenti Climatici (CMCC)", "position": null, "roles": ["pointOfContact"], "phones": [{"value": null}], "emails": [{"value": "xavier.delamon@cmcc.it"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"organization": "Centre Tecnologic Forestal de Catalunya (CTFC)", "roles": ["creator"]}]}, "links": [{"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/761b42e3-7c12-492e-a5d0-d6fff07dd8b7/resources/Sampling_Plots.zip", "description": "Sampling plots", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/761b42e3-7c12-492e-a5d0-d6fff07dd8b7/resources/Study_Areas.zip", "description": "Boundaries of study areas", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/761b42e3-7c12-492e-a5d0-d6fff07dd8b7/resources/WP6_Biophysical_Parameters_Description.xlsx", "description": "Biophysical Parameters Description", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "https://www.fao.org/3/i7040e/i7040e.pdf", "name": "Scenarios of major production systems in Africa", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"href": "https://www.cmcc.it/projects/climafrica-climate-change-predictions-in-sub-saharian-africa-impacts-and-adaptations", "name": "CLIMAFRICA \u2013 Climate change predictions in Sub-Saharan Africa: impacts and adaptations", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/761b42e3-7c12-492e-a5d0-d6fff07dd8b7/thumbnail/table_s.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": "761b42e3-7c12-492e-a5d0-d6fff07dd8b7", "name": "item", "description": "761b42e3-7c12-492e-a5d0-d6fff07dd8b7", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/761b42e3-7c12-492e-a5d0-d6fff07dd8b7"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"interval": ["2011-01-01T00:00:00Z", "2014-12-31T00:00:00Z"]}}, {"id": "8a3dc563-2f76-4cc1-be54-d080e0f62bbd", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-17.3, -34.6], [-17.3, 38.2], [51.1, 38.2], [51.1, -34.6], [-17.3, -34.6]]]}, "properties": {"themes": [{"concepts": [{"id": "climatologyMeteorologyAtmosphere"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}], "updated": "2023-01-30T17:12:32", "language": "eng", "title": "Water balance model (SIMETAW#), annual output, at local scale - ClimAfrica WP3", "description": "Etc and yield reduction for major crops in case study areas of Burkina, Malawi, Kenya, Sudan, Togo and Ghana (1980-2100).\nInput Parameters for Climate: daily Minimum and Maximum Temperature, Precipitation and solar radiation.\nInput Parameters for Soil: Texture, Depth, Drainage, Slope, pH, Organic content, Ece, EXP.\nInput Sources for Climate: 3 GCMs (MIROC5, CanESM2 and NOAA-GFDL) statistically downscaled (SOMDS) by UCT and dynamically downscaled (SMHI-RCM) from CORDEX experiment at 0.5\u00b0, RCP 8.5.\nInput Sources for Soil: information from WP6 and from HWSD.\n\nThis data set has been produced in the framework of the \"Climate change predictions in Sub-Saharan Africa: impacts and adaptations (ClimAfrica)\" project, Work Package 3 (WP3). WP3 aimed at quantifying the sensitivity of vegetation productivity and water resources to seasonal, inter-annual and decadal variability in weather and climate, using impact models on agriculture and water.\nThe available models in combination with developed datasets of land use and climate from WP2 were used to simulate crop yield and water resources. Simulations using short-term scenarios of future climate change (5-10 years) were used to identify regional differences in the climate sensitivity of crop production etc. Scenarios for the African agricultural/pastoral sectors were also made using longer model runs.\nFinally, tradeoffs and areas of risk and vulnerability were identified in relation to:\n\n- Water-related hazards;\n\n- Agricultural and pastoral performance;\n\n- Soil degradation.\n\nMore information on ClimAfrica project is provided in the Supplemental Information section of this metadata.", "formats": [{"name": "Excel file"}, {"name": "WWW:LINK-1.0-http--link"}], "keywords": ["climate", "climate impact", "agriculture", "water", "water balance", "crop yield", "crop production", "SIMETAW#", "WP3", "ClimAfrica", "Tag_climafrica", "Africa", "Burkina", "Malawi", "Kenya", "Sudan", "Togo", "Ghana"], "contacts": [{"name": "Valentina Mereu", "organization": "University of Sassari - Science of Nature and Territory Department (DIPNET)", "position": "Researcher", "roles": ["originator"], "phones": [{"value": null}], "emails": [{"value": "vmereu@uniss.it"}], "addresses": [{"deliveryPoint": ["Via Enrico De Nicola, 9"], "city": "Sassari", "administrativeArea": null, "postalCode": "07100", "country": "Italy"}], "links": [{"href": null}]}, {"organization": "University of Sassari - Science of Nature and Territory Department (DIPNET)", "roles": ["creator"]}], "distancevalue": "0.5", "distanceuom": "degree", "edition": "First"}, "links": [{"href": "https://www.fao.org/3/i7040e/i7040e.pdf", "name": "Scenarios of major production systems in Africa", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"href": "https://www.cmcc.it/projects/climafrica-climate-change-predictions-in-sub-saharian-africa-impacts-and-adaptations", "name": "ClimAfrica Website \u2013 Climate change predictions in Sub-Saharan Africa: impacts and adaptations", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/7f1cfa9a-8491-4e67-b12f-63aae00a8ce5", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "8a3dc563-2f76-4cc1-be54-d080e0f62bbd", "name": "item", "description": "8a3dc563-2f76-4cc1-be54-d080e0f62bbd", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/8a3dc563-2f76-4cc1-be54-d080e0f62bbd"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"interval": ["1980-01-01T00:00:00Z", "2100-12-31T00:00:00Z"]}}, {"id": "97e0264a-bec6-450e-b820-3b8b3cc29f90", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-33.45, -17.06], [-33.45, 29.04], [17.56, 29.04], [17.56, -17.06], [-33.45, -17.06]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}], "updated": "2023-02-01T13:43:10", "created": "2013-08-01T22:00:00", "language": "eng", "title": "Soil Suitability in West Africa - ClimAfrica WP5", "description": "The soil suitability map combines various soil constraints to calculate the area share where agricultural activities are seriously restricted. The agro-edaphic suitability classification is to a large extent based on experience documented by Prof. C. Sys and others (e.g. FAO, 1978-81a; Sys and Riquier, 1980). The suitability rating is based on a comparison of a general soil requirement assessment for crop growth and prevailing edaphic conditions.\nThis dataset has been used to complement the survey data and included in the \"Climate change predictions in Sub-Saharan Africa: impacts and adaptations (ClimAfrica)\" project, Work Package 5 (WP5). More information on ClimAfrica project is provided in the Supplemental Information section of this metadata.\nThis study in WP5 aimed to identify, locate and characterize groups that are vulnerable for climate change conditions in two country clusters; one in West Africa (Benin, Burkina Faso, C\u00f4te d'Ivoire, Ghana, and Togo) and one in East Africa (Sudan, South Sudan and Uganda). Data used for the study include the Demographic and Health Surveys (DHS) , the Multi Indicator Cluster Survey (MICS) and the Afrobarometer surveys for the socio-economic variables and grid level data on agro-ecological and climatic conditions.", "formats": [{"name": "ASCII format"}, {"name": "WWW:DOWNLOAD-1.0-http--download"}, {"name": "WWW:LINK-1.0-http--link"}], "keywords": ["soil", "soil suitability", "soil constraints", "edaphic conditions", "WP5", "ClimAfrica", "Tag_climafrica", "Africa", "Benin", "Burkina Faso", "Cote d'Ivoire", "Ghana"], "contacts": [{"name": "Lia van Wesenbeeck", "organization": "Centre for World Food Studies (SOW-VU)", "position": null, "roles": ["originator"], "phones": [{"value": null}], "emails": [{"value": "c.f.a.vanwesenbeeck@sow.vu.nl"}], "addresses": [{"deliveryPoint": ["De Boelelaan 1105 1081 HV"], "city": "Amsterdam", "administrativeArea": null, "postalCode": "1081 HV", "country": "Netherlands"}], "links": [{"href": null}]}, {"name": "Ben Sonneveld", "organization": "Centre for World Food Studies (SOW-VU)", "position": null, "roles": ["pointOfContact"], "phones": [{"value": null}], "emails": [{"value": "B.G.J.S.sonneveld@sow.vu.nl"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"organization": "Centre for World Food Studies (SOW-VU)", "roles": ["creator"]}], "distancevalue": "10", "distanceuom": "Km", "edition": "First"}, "links": [{"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/97e0264a-bec6-450e-b820-3b8b3cc29f90/resources/SOIW.zip", "description": "Soil Suitability in West Africa", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/97e0264a-bec6-450e-b820-3b8b3cc29f90/resources/D_5.2.1.pdf", "description": "A spatially explicit assessment of specific vulnerabilities of the food system due to climate change and the identification of their causes; Technical report", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "https://www.fao.org/3/i7040e/i7040e.pdf", "name": "Scenarios of major production systems in Africa", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"href": "https://www.cmcc.it/projects/climafrica-climate-change-predictions-in-sub-saharian-africa-impacts-and-adaptations", "name": "CLIMAFRICA \u2013 Climate change predictions in Sub-Saharan Africa: impacts and adaptations", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/97e0264a-bec6-450e-b820-3b8b3cc29f90/thumbnail/SOIW_s.png", "name": "preview", "description": "Web image thumbnail (URL)", "protocol": "WWW:LINK-1.0-http--image-thumbnail", "rel": "preview"}, {"href": "https://storage.googleapis.com/fao-maps-catalog-data/uuid/97e0264a-bec6-450e-b820-3b8b3cc29f90/large_thumbnail/SOIW.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": "97e0264a-bec6-450e-b820-3b8b3cc29f90", "name": "item", "description": "97e0264a-bec6-450e-b820-3b8b3cc29f90", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/97e0264a-bec6-450e-b820-3b8b3cc29f90"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date-time": "2023-02-01T13:43:10Z"}}, {"id": "9b8a2218-5dc7-4dcf-8485-cefcacd84f4b", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-17.3, -34.6], [-17.3, 38.2], [51.1, 38.2], [51.1, -34.6], [-17.3, -34.6]]]}, "properties": {"themes": [{"concepts": [{"id": "climatologyMeteorologyAtmosphere"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}], "updated": "2023-01-25T10:00:03", "language": "eng", "title": "Crop simulation model (DSSAT-CSM) annual output, at local scale - ClimAfrica WP3", "description": "Maturity and Yield for major crops in case study areas of Burkina, Malawi, Kenya, Sudan, Togo and Ghana (1980-2100), under rainfed and irrigated conditions (constant and transient CO2).\nInput Parameters for Climate: daily Minimum and Maximum Temperature, Precipitation and solar radiation.\nInput Parameters for Soil: Texture, Depth, Drainage, Slope, pH, Organic content, Ece, EXP.\nInput Sources for Climate: 3 GCMs (MIROC5, CanESM2 and NOAA-GFDL) statistically downscaled (SOMDS) by UCT and dynamically downscaled (SMHI-RCM) from CORDEX experiment at 0.5\u00b0, RCP 8.5.\nInput Sources for Soil: information from WP6 and from HWSD.\n\nThis data set has been produced in the framework of the \"Climate change predictions in Sub-Saharan Africa: impacts and adaptations (ClimAfrica)\" project, Work Package 3 (WP3). WP3 aimed at quantifying the sensitivity of vegetation productivity and water resources to seasonal, inter-annual and decadal variability in weather and climate, using impact models on agriculture and water.\nThe available models in combination with developed datasets of land use and climate from WP2 were used to simulate crop yield and water resources. Simulations using short-term scenarios of future climate change (5-10 years) were used to identify regional differences in the climate sensitivity of crop production etc. Scenarios for the African agricultural/pastoral sectors were also made using longer model runs.\nFinally, tradeoffs and areas of risk and vulnerability were identified in relation to:\n\n- Water-related hazards;\n\n- Agricultural and pastoral performance;\n\n- Soil degradation.\n\nMore information on ClimAfrica project is provided in the Supplemental Information section of this metadata.", "formats": [{"name": "Excel file"}, {"name": "WWW:LINK-1.0-http--link"}], "keywords": ["climate", "climate impact", "temperature", "agriculture", "water", "crop yield", "crop production", "crop simulation model", "DSSAT-CSM", "WP3", "ClimAfrica", "Tag_climafrica", "Africa", "Burkina", "Malawi", "Kenya", "Sudan", "Togo", "Ghana"], "contacts": [{"name": "Valentina Mereu", "organization": "University of Sassari - Science of Nature and Territory Department (DIPNET)", "position": "Researcher", "roles": ["originator"], "phones": [{"value": null}], "emails": [{"value": "vmereu@uniss.it"}], "addresses": [{"deliveryPoint": ["Via Enrico De Nicola, 9"], "city": "Sassari", "administrativeArea": null, "postalCode": "07100", "country": "Italy"}], "links": [{"href": null}]}, {"organization": "University of Sassari - Science of Nature and Territory Department (DIPNET)", "roles": ["creator"]}], "distancevalue": "0.5", "distanceuom": "Degree", "edition": "First"}, "links": [{"href": "https://www.fao.org/3/i7040e/i7040e.pdf", "name": "Scenarios of major production systems in Africa", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"href": "https://www.cmcc.it/projects/climafrica-climate-change-predictions-in-sub-saharian-africa-impacts-and-adaptations", "name": "CLIMAFRICA \u2013 Climate change predictions in Sub-Saharan Africa: impacts and adaptations", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/7f1cfa9a-8491-4e67-b12f-63aae00a8ce5", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "9b8a2218-5dc7-4dcf-8485-cefcacd84f4b", "name": "item", "description": "9b8a2218-5dc7-4dcf-8485-cefcacd84f4b", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/9b8a2218-5dc7-4dcf-8485-cefcacd84f4b"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"interval": ["1980-01-01T00:00:00Z", "2100-12-31T00:00:00Z"]}}, {"id": "be4e86ff-8f4e-4789-95ab-f2bade70f9a0", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-33.45, -17.06], [-33.45, 29.04], [17.56, 29.04], [17.56, -17.06], [-33.45, -17.06]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}], "updated": "2023-01-31T12:18:41", "created": "2013-08-01T22:00:00", "language": "eng", "title": "Soil degradation index in West Africa - ClimAfrica WP5", "description": "The soil degradation index is based on the Global Assessment of Human-induced Soil Degradation (GLASOD) (Oldeman et al., 1991). The UNEP-funded GLASOD project produced a world map of human-induced soil degradation. Data were compiled in cooperation with a large number of soil scientists throughout the world, using uniform guidelines and international correlation. The status of soil degradation was mapped within physiographic units, based on expert judgments, indicating the type, extent, degree, rate and main causes of the degradation process. To compare the impact of land degradation between different sites we created a land degradation index that attributes the following weights to area shares of the soil degradation classes 'light'= 1, 'moderate'=2, 'severe' = 3 and 'very severe' = 4. Next, we scaled the index between a range of 0-1. Combining classes and area shares in a single land degradation index is common practice in many other peer reviewed studies (e.g. Leiwen et al., 2005; McCoubrey, 1998; Pace at al., 2008; Safriel, 1999; Sonneveld and Dent, 2009), which gives us, sufficient confidence to apply the index for our analysis.\nThis dataset has been used to complement the survey data and included in the ''Climate change predictions in Sub-Saharan Africa: impacts and adaptations (ClimAfrica)'' project, Work Package 5 (WP5). More information on ClimAfrica project is provided in the Supplemental Information section of this metadata.\n\nThis study in WP5 aimed to identify, locate and characterize groups that are vulnerable for climate change conditions in two country clusters; one in West Africa (Benin, Burkina Faso, C\u00f4te d'Ivoire, Ghana, and Togo) and one in East Africa (Sudan, South Sudan and Uganda). 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