{"type": "FeatureCollection", "features": [{"id": "4648929a-8031-49cc-9d56-9f3aeff2f8d9", "type": "Feature", "geometry": null, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"scheme": "https://inspire.ec.europa.eu/metadata-codelist/SpatialScope", "concepts": [{"id": "Country"}]}, {"scheme": "https://lsc-hubs.org/categories/", "concepts": [{"id": "soil"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": [{"id": "soil chemicophysical properties"}]}], "updated": "2021-07-14T11:52:19", "type": "dataset", "language": "None", "externalIds": [{"value": "https://data.isric.org/geonetwork/srv/metadata/4648929a-8031-49cc-9d56-9f3aeff2f8d9/formatters/xml"}], "title": "SOTER-based soil parameter estimates (SOTWIS) for Kenya", "description": "This harmonized set of soil parameter estimates for Kenya (KENSOTER), at scale 1:1M, compiled by the Kenya Soil Survey. The land surface of the Republic of Kenya - excluding lakes and towns - has been characterized using 397 unique SOTER units corresponding with 623 soil components. The major soils have been described using 495 profiles, which include 178 synthetic profiles, selected by national soil experts as being representative for these units. The associated soil analytical data have been derived from soil survey reports and expert knowledge. Gaps in the measured soil profile data have been filled using a step-wise procedure which includes three main stages: (1) collate additional measured soil analytical data where available; (2) fill gaps using expert knowledge and common sense; (3) fill the remaining gaps using a scheme of taxotransfer rules.\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, aluminum 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, and available water capacity. 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. The 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. Results are presented as summary files and can be linked to the 1:1M scale SOTER map for Kenya in a GIS, through the unique SOTER-unit code. The secondary data are considered appropriate for studies at the national scale (1:1M). Correlation of soil analytical data, however, should be done more rigorously when more detailed scientific work is considered.", "formats": [{"name": "WWW:DOWNLOAD-1.0-ftp--download"}, {"name": "WWW:LINK-1.0-http--related"}], "keywords": ["Country", "soil", "soil chemicophysical properties", "calcium", "carbon", "cation exchange capacity", "electrical conductivity", "nitrogen", "organic matter", "bulk density", "soil profiles", "pH", "salinity", "texture", "water holding capacity", "nutrients", "Soil science", "Africa", "East-Africa", "Kenya"], "contacts": [{"name": "Ulan Turdukulov", "organization": "ISRIC - World Soil Information", "position": null, "roles": ["pointOfContact"], "phones": [{"value": null}], "emails": [{"value": "ulan.turdukulov@isric.org"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": "None", "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": null, "name_url": "", "description": null, "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}]}, "links": [{"href": "https://files.isric.org/public/sotwis/SOTWIS_KEN.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_01.pdf", "name": "Report", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"rel": "self", "type": "application/geo+json", "title": "4648929a-8031-49cc-9d56-9f3aeff2f8d9", "name": "item", "description": "4648929a-8031-49cc-9d56-9f3aeff2f8d9", "href": "https://lschub.kalro.org/cat/collections/metadata:main/items/4648929a-8031-49cc-9d56-9f3aeff2f8d9"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://lschub.kalro.org/cat/collections/metadata:main"}], "time": {"interval": ["1972-11-01T00:00:00Z", "2003-04-01T00:00:00Z"]}}, {"id": "73e27136-9efe-49e4-af35-fd98b841d467", "type": "Feature", "geometry": null, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"scheme": "https://inspire.ec.europa.eu/metadata-codelist/SpatialScope", "concepts": [{"id": "Country"}]}, {"scheme": "https://lsc-hubs.org/categories/", "concepts": [{"id": "soil"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": [{"id": "soil chemicophysical properties"}]}], "updated": "2021-07-14T11:52:39", "type": "dataset", "language": "None", "externalIds": [{"value": "https://data.isric.org/geonetwork/srv/metadata/73e27136-9efe-49e4-af35-fd98b841d467/formatters/xml"}], "title": "Soil and Terrain Database for Kenya (KENSOTER), version 2.0", "description": "The Soil and Terrain database for Kenya (KENSOTER), version 2.0, at scale 1:1 million, replaces version 1.0 . The update include changes in the GIS file and in the attribute database. The topographic base of KENSOTER was adapted to a version congruent to the Digital Chart of the World. The KENSOTER attribute database has changed with respect to the number of pedons stored and pedon attributes. The KENSOTER version 2.0 database contains a number of measured soil moisture contents at various tensions.", "formats": [{"name": "WWW:DOWNLOAD-1.0-ftp--download"}, {"name": "WWW:LINK-1.0-http--related"}], "keywords": ["Country", "soil", "soil chemicophysical properties", "calcium", "carbon", "cation exchange capacity", "electrical conductivity", "nitrogen", "organic matter", "bulk density", "soil profiles", "pH", "salinity", "texture", "water holding capacity", "nutrients", "Soil science", "Africa", "East-Africa", "Kenya"], "contacts": [{"name": "Ulan Turdukulov", "organization": "ISRIC - World Soil Information", "position": null, "roles": ["pointOfContact"], "phones": [{"value": null}], "emails": [{"value": "ulan.turdukulov@isric.org"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": "None", "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": null, "name_url": "", "description": null, "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}]}, "links": [{"href": "https://files.isric.org/public/soter/KE-SOTER.zip", "name": "Download", "protocol": "WWW:DOWNLOAD-1.0-ftp--download", "rel": "download"}, {"href": "https://isric.org/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_01.pdf", "name": "Report", "protocol": "WWW:LINK-1.0-http--related", "rel": "information"}, {"rel": "self", "type": "application/geo+json", "title": "73e27136-9efe-49e4-af35-fd98b841d467", "name": "item", "description": "73e27136-9efe-49e4-af35-fd98b841d467", "href": "https://lschub.kalro.org/cat/collections/metadata:main/items/73e27136-9efe-49e4-af35-fd98b841d467"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://lschub.kalro.org/cat/collections/metadata:main"}], "time": {"interval": ["1972-01-01T00:00:00Z", "2003-04-01T00:00:00Z"]}}, {"id": "9b684a0e-7d14-11e3-8308-0025909b69da", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[34.8, -1.23], [34.8, 1.89], [38.74, 1.89], [38.74, -1.23], [34.8, -1.23]]]}, "properties": {"themes": [{"concepts": [{"id": "imageryBaseMapsEarthCover"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"scheme": "https://inspire.ec.europa.eu/metadata-codelist/SpatialScope", "concepts": [{"id": "Country"}]}, {"scheme": "https://lsc-hubs.org/categories/", "concepts": [{"id": "soil"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": [{"id": "soil chemicophysical properties"}]}], "updated": "2014-01-14T06:08:41Z", "type": "dataset", "language": "None", "externalIds": [{"value": "http://landscapeportal.org/catalogue/csw?service=CSW&version=2.0.2&request=GetRepositoryItem&outputschema=http://www.isotc211.org/2005/gmd&elementsetname=full&id=9b684a0e-7d14-11e3-8308-0025909b69da"}], "title": "Soil Organic Carbon, Central Kenya (2011)", "description": "Predicted soil organic carbon (SOC) for central Kenya using MODIS imagery for 2011.", "formats": [{"name": "WWW:LINK-1.0-http--link"}, {"name": "WWW:DOWNLOAD-1.0-http--download"}], "keywords": ["Country", "soil", "soil chemicophysical properties", "soil mapping", "Kenya", "SOC", "soil organic carbon", "Kenya"], "contacts": [{"name": "tor", "organization": "World Agroforestry Centre (ICRAF)", "position": "Senior Scientist", "roles": ["pointOfContact"], "phones": [{"value": null}], "emails": [{"value": "tvagen@gmail.com"}], "addresses": [{"deliveryPoint": [null], "city": "Nairobi", "administrativeArea": null, "postalCode": "None", "country": "KEN"}], "links": [{"href": {"url": "http://landscapeportal.org/people/profile/tor/", "protocol": null, "protocol_url": "", "name": null, "name_url": "", "description": null, "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}]}, "links": [{"href": "http://landscapeportal.org/layers/geonode:modissoc_20", "description": "Online link to the 'Soil Organic Carbon, Central Kenya (2011)' description on GeoNode", "protocol": "WWW:LINK-1.0-http--link", "rel": null}, {"href": "http://landscapeportal.org/geoserver/wms?layers=geonode%3Amodissoc_20&width=696&bbox=34.796772743%2C-1.2253083279999997%2C38.738407303%2C1.888011723&service=WMS&format=application%2Fpdf&srs=EPSG%3A4326&request=GetMap&height=550", "name": "modissoc_20.pdf", "description": "Soil Organic Carbon, Central Kenya (2011) (PDF Format)", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "http://landscapeportal.org/geoserver/wms?layers=geonode%3Amodissoc_20&width=696&bbox=34.796772743%2C-1.2253083279999997%2C38.738407303%2C1.888011723&service=WMS&format=image%2Fpng&srs=EPSG%3A4326&request=GetMap&height=550", "name": "modissoc_20.png", "description": "Soil Organic Carbon, Central Kenya (2011) (PNG Format)", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "http://landscapeportal.org:80/geoserver/wcs?crs=EPSG%3A4326&service=WCS&format=ArcGrid&request=GetCoverage&height=550&width=696&version=1.0.0&BBox=34.796772743%2C-1.2253083279999997%2C38.738407303%2C1.888011723&Coverage=geonode%3Amodissoc_20", "name": "modissoc_20.ArcGrid", "description": "Soil Organic Carbon, Central Kenya (2011) (ArcGrid Format)", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "http://landscapeportal.org:80/geoserver/wcs?crs=EPSG%3A4326&service=WCS&format=GeoTIFF&request=GetCoverage&height=550&width=696&version=1.0.0&BBox=34.796772743%2C-1.2253083279999997%2C38.738407303%2C1.888011723&Coverage=geonode%3Amodissoc_20", "name": "modissoc_20.GeoTIFF", "description": "Soil Organic Carbon, Central Kenya (2011) (GeoTIFF Format)", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "http://landscapeportal.org:80/geoserver/wcs?crs=EPSG%3A4326&service=WCS&format=Gtopo30&request=GetCoverage&height=550&width=696&version=1.0.0&BBox=34.796772743%2C-1.2253083279999997%2C38.738407303%2C1.888011723&Coverage=geonode%3Amodissoc_20", "name": "modissoc_20.Gtopo30", "description": "Soil Organic Carbon, Central Kenya (2011) (Gtopo30 Format)", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "http://landscapeportal.org:80/geoserver/wcs?crs=EPSG%3A4326&service=WCS&format=ImageMosaic&request=GetCoverage&height=550&width=696&version=1.0.0&BBox=34.796772743%2C-1.2253083279999997%2C38.738407303%2C1.888011723&Coverage=geonode%3Amodissoc_20", "name": "modissoc_20.ImageMosaic", "description": "Soil Organic Carbon, Central Kenya (2011) (ImageMosaic Format)", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "http://landscapeportal.org/geoserver/wms/kml?layers=geonode%3Amodissoc_20&mode=download", "name": "modissoc_20.kml", "description": "Soil Organic Carbon, Central Kenya (2011) (KML Format)", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "http://landscapeportal.org/geoserver/wms/kml?layers=geonode%3Amodissoc_20&mode=refresh", "name": "modissoc_20.kml", "description": "Soil Organic Carbon, Central Kenya (2011) (View in Google Earth Format)", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "http://landscapeportal.org/geoserver/gwc/service/gmaps?layers=geonode:modissoc_20&zoom={z}&x={x}&y={y}&format=image/png8", "name": "modissoc_20.tiles", "description": "Soil Organic Carbon, Central Kenya (2011) (Tiles Format)", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"href": "http://landscapeportal.org/geoserver/wms?layers=geonode%3Amodissoc_20&width=696&bbox=34.796772743%2C-1.2253083279999997%2C38.738407303%2C1.888011723&service=WMS&format=image%2Fjpeg&srs=EPSG%3A4326&request=GetMap&height=550", "name": "modissoc_20.jpg", "description": "Soil Organic Carbon, Central Kenya (2011) (JPEG Format)", "protocol": "WWW:DOWNLOAD-1.0-http--download", "rel": null}, {"rel": "self", "type": "application/geo+json", "title": "9b684a0e-7d14-11e3-8308-0025909b69da", "name": "item", "description": "9b684a0e-7d14-11e3-8308-0025909b69da", "href": "https://lschub.kalro.org/cat/collections/metadata:main/items/9b684a0e-7d14-11e3-8308-0025909b69da"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://lschub.kalro.org/cat/collections/metadata:main"}], "time": {"interval": ["2011-01-01T00:00:00Z", "2011-12-31T00:00:00Z"]}}, {"id": "Agroecological-zones-of-Kenya", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[33.89, -4.68], [33.89, 5.51], [41.85, 5.51], [41.85, -4.68], [33.89, -4.68]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"scheme": "https://inspire.ec.europa.eu/metadata-codelist/SpatialScope", "concepts": [{"id": "Country"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": [{"id": "land suitability"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": []}], "updated": "2025-03-06", "type": "dataset", "created": "-01-01", "language": "english", "title": "Agroecological zones of Kenya", "description": "land units defined on the basis of combinations of soil, land form and climatic characteristics.", "formats": [{"name": "application/shapefile"}], "keywords": ["Country", "AEZCODE; AEZ; AEZv1_DES; aezones_AE", "land suitability"], "contacts": [{"name": "Dr. Kennedy Were", "organization": "KALRO", "position": null, "roles": ["Head, Kenya Soil Survey"], "phones": [{"value": null}], "emails": [{"value": "Soils.Survey@kalro.org"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": "Kenya"}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": null, "name_url": "", "description": null, "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}]}, "links": [{"href": "Agroecological zones of Kenya", "name": "shapefile", "description": "Agroecological zones of Kenya", "protocol": "application/shapefile", "rel": null}, {"rel": "self", "type": "application/geo+json", "title": "Agroecological-zones-of-Kenya", "name": "item", "description": "Agroecological-zones-of-Kenya", "href": "https://lschub.kalro.org/cat/collections/metadata:main/items/Agroecological-zones-of-Kenya"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://lschub.kalro.org/cat/collections/metadata:main"}], "time": {"date": "2025-03-06T00:00:00Z"}}, {"id": "Cabbage-suitabilty", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[33.89, -4.68], [33.89, 5.51], [41.85, 5.51], [41.85, -4.68], [33.89, -4.68]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"scheme": "https://inspire.ec.europa.eu/metadata-codelist/SpatialScope", "concepts": [{"id": "Country"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": [{"id": "land suitability"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": []}], "updated": "2025-03-06", "type": "dataset", "created": "-01-01", "language": "english", "title": "Cabbage suitabilty", "description": "Dataset showing the suitable areas for rainfed bean production based on the land qualities and the requirements for growing beans", "formats": [{"name": "application/shapefile"}], "keywords": ["Country", "land suitability"], "contacts": [{"name": "Dr. Kennedy Were", "organization": "KALRO", "position": null, "roles": ["Head, Kenya Soil Survey"], "phones": [{"value": null}], "emails": [{"value": "Soils.Survey@kalro.org"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": "Kenya"}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": null, "name_url": "", "description": null, "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}]}, "links": [{"href": "Cabbage suitabilty", "name": "shapefile", "description": "Cabbage suitabilty", "protocol": "application/shapefile", "rel": null}, {"rel": "self", "type": "application/geo+json", "title": "Cabbage-suitabilty", "name": "item", "description": "Cabbage-suitabilty", "href": "https://lschub.kalro.org/cat/collections/metadata:main/items/Cabbage-suitabilty"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://lschub.kalro.org/cat/collections/metadata:main"}], "time": {"date": "2025-03-06T00:00:00Z"}}, {"id": "Cassava-suitabilty", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[33.89, -4.68], [33.89, 5.51], [41.85, 5.51], [41.85, -4.68], [33.89, -4.68]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"scheme": "https://inspire.ec.europa.eu/metadata-codelist/SpatialScope", "concepts": [{"id": "Country"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": [{"id": "land suitability"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": []}], "updated": "2025-03-06", "type": "dataset", "created": "-01-01", "language": "english", "title": "Cassava suitabilty", "description": "Dataset showing the suitable areas for rainfed cassava production based on the land qualities and the requirements for growing cassava", "formats": [{"name": "application/shapefile"}], "keywords": ["Country", "land suitability"], "contacts": [{"name": "Dr. Kennedy Were", "organization": "KALRO", "position": null, "roles": ["Head, Kenya Soil Survey"], "phones": [{"value": null}], "emails": [{"value": "Soils.Survey@kalro.org"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": "Kenya"}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": null, "name_url": "", "description": null, "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}]}, "links": [{"href": "Cassava suitabilty", "name": "shapefile", "description": "Cassava suitabilty", "protocol": "application/shapefile", "rel": null}, {"rel": "self", "type": "application/geo+json", "title": "Cassava-suitabilty", "name": "item", "description": "Cassava-suitabilty", "href": "https://lschub.kalro.org/cat/collections/metadata:main/items/Cassava-suitabilty"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://lschub.kalro.org/cat/collections/metadata:main"}], "time": {"date": "2025-03-06T00:00:00Z"}}, {"id": "Cherangani-Hills-soils", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[33.89, -4.68], [33.89, 5.51], [41.85, 5.51], [41.85, -4.68], [33.89, -4.68]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"scheme": "https://inspire.ec.europa.eu/metadata-codelist/SpatialScope", "concepts": [{"id": "Country"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": [{"id": "soil types"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": []}], "updated": "2025-03-06", "type": "dataset", "created": "-01-01", "language": "english", "title": "Cherangani Hills soils", "description": "soil mapping units", "formats": [{"name": "application/shapefile"}], "keywords": ["Country", "soil types"], "contacts": [{"name": "Dr. Kennedy Were", "organization": "KALRO", "position": null, "roles": ["Head, Kenya Soil Survey"], "phones": [{"value": null}], "emails": [{"value": "Soils.Survey@kalro.org"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": "Kenya"}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": null, "name_url": "", "description": null, "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}]}, "links": [{"href": "Cherangani Hills soils", "name": "shapefile", "description": "Cherangani Hills soils", "protocol": "application/shapefile", "rel": null}, {"rel": "self", "type": "application/geo+json", "title": "Cherangani-Hills-soils", "name": "item", "description": "Cherangani-Hills-soils", "href": "https://lschub.kalro.org/cat/collections/metadata:main/items/Cherangani-Hills-soils"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://lschub.kalro.org/cat/collections/metadata:main"}], "time": {"date": "2025-03-06T00:00:00Z"}}, {"id": "Cotton-suitability", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[33.89, -4.68], [33.89, 5.51], [41.85, 5.51], [41.85, -4.68], [33.89, -4.68]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"scheme": "https://inspire.ec.europa.eu/metadata-codelist/SpatialScope", "concepts": [{"id": "Country"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": [{"id": "land suitability"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": []}], "updated": "2025-03-06", "type": "dataset", "created": "-01-01", "language": "english", "title": "Cotton suitability", "description": "Dataset showing the suitable areas for rainfed bean production based on the land qualities and the requirements for growing beans", "formats": [{"name": "application/shapefile"}], "keywords": ["Country", "land suitability"], "contacts": [{"name": "Dr. Kennedy Were", "organization": "KALRO", "position": null, "roles": ["Head, Kenya Soil Survey"], "phones": [{"value": null}], "emails": [{"value": "Soils.Survey@kalro.org"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": "Kenya"}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": null, "name_url": "", "description": null, "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}]}, "links": [{"href": "Cotton suitability", "name": "shapefile", "description": "Cotton suitability", "protocol": "application/shapefile", "rel": null}, {"rel": "self", "type": "application/geo+json", "title": "Cotton-suitability", "name": "item", "description": "Cotton-suitability", "href": "https://lschub.kalro.org/cat/collections/metadata:main/items/Cotton-suitability"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://lschub.kalro.org/cat/collections/metadata:main"}], "time": {"date": "2025-03-06T00:00:00Z"}}, {"id": "wapor-busia-kenya", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[34.05, 0.33], [34.05, 0.53], [34.25, 0.53], [34.25, 0.33], [34.05, 0.33]]]}, "properties": {"updated": "2025-03-06", "type": "service", "language": "None", "title": "Wapor datasets for Busia, Kenya", "description": "The seasonal Gross Biomass Water Productivity expresses the quantity of output (above ground biomass production) in relation to the total volume of water consumed (actual EvapoTranspiration) during the growing cycle of the vegetation. 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).", "formats": [{"name": "www:link"}], "keywords": ["Country", "wapor", "crop", "land", "water", "evapotranspiration"], "contacts": [{"name": null, "organization": "FAO", "position": null, "roles": ["distributor"], "phones": [{"value": null}], "emails": [{"value": "wapor@fao.org"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": "None", "country": null}], "links": [{"href": {"url": "https://wapor.apps.fao.org/", "protocol": null, "protocol_url": "", "name": null, "name_url": "", "description": null, "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}], "themes": [{"scheme": "https://inspire.ec.europa.eu/metadata-codelist/SpatialScope", "concepts": [{"id": "Country"}]}, {"scheme": "https://lsc-hubs.org/categories/", "concepts": [{"id": "crop"}, {"id": "land"}, {"id": "water"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": [{"id": "evapotranspiration"}]}]}, "links": [{"href": "https://wapor.apps.fao.org/catalog/WAPOR_2/3?area=BUS", "description": "Catalogue", "protocol": "www:link", "rel": null}, {"rel": "self", "type": "application/geo+json", "title": "wapor-busia-kenya", "name": "item", "description": "wapor-busia-kenya", "href": "https://lschub.kalro.org/cat/collections/metadata:main/items/wapor-busia-kenya"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://lschub.kalro.org/cat/collections/metadata:main"}], "time": {"date": "2025-03-06T00:00:00Z"}}, {"id": "Digital-Elevation-Model", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[33.89, -4.68], [33.89, 5.51], [41.85, 5.51], [41.85, -4.68], [33.89, -4.68]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"scheme": "https://inspire.ec.europa.eu/metadata-codelist/SpatialScope", "concepts": [{"id": "Country"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": [{"id": "topography"}]}, {"scheme": "https://lsc-hubs.org/tags/", "concepts": []}], "updated": "2025-03-06", "type": "dataset", "created": "2014-01-01", "language": "english", "title": "Digital Elevation Model", "description": "Data represents the Shuttle Radar Topography Mission (SRTM) 30 metres image for Kenya", "formats": [{"name": "application/shapefile"}], "keywords": ["Country", "topography"], "contacts": [{"name": "Dr. Kennedy Were", "organization": "KALRO", "position": null, "roles": ["Head, Kenya Soil Survey"], "phones": [{"value": null}], "emails": [{"value": "Soils.Survey@kalro.org"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": "Kenya"}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": null, "name_url": "", "description": null, "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}]}, "links": [{"href": "Digital Elevation Model", "name": "shapefile", "description": "Digital Elevation Model", "protocol": "application/shapefile", "rel": null}, {"rel": "self", "type": "application/geo+json", "title": "Digital-Elevation-Model", "name": "item", "description": "Digital-Elevation-Model", "href": "https://lschub.kalro.org/cat/collections/metadata:main/items/Digital-Elevation-Model"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://lschub.kalro.org/cat/collections/metadata:main"}], "time": {"date": "2014-04-04T00:00:00Z"}}], "links": [{"rel": "self", "type": "application/geo+json", "title": "This document as GeoJSON", "href": "https://lschub.kalro.org/cat/collections/metadata:main/items?keywords=Country&f=json", "hreflang": "en-US"}, {"rel": "alternate", "type": "text/html", "title": "This document as HTML", "href": "https://lschub.kalro.org/cat/collections/metadata:main/items?keywords=Country&f=html", "hreflang": "en-US"}, {"rel": "collection", "type": "application/json", "title": "Collection URL", "href": "https://lschub.kalro.org/cat/collections/metadata:main", "hreflang": "en-US"}, {"rel": "next", "type": "application/geo+json", "title": "items (next)", "href": "https://lschub.kalro.org/cat/collections/metadata:main/items?keywords=Country&offset=10", "hreflang": "en-US"}], "numberMatched": 133, "numberReturned": 10, "distributedFeatures": []}