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ISRIC Data Hub
type: Catalog
label: ISRIC Data Hub (ISRIC - World Soil Information)
open search description: eng/portal.opensearch
uri lookup endpoint: eng/rdf.search?any=
publisher: ISRIC - World Soil Information
themes: Continents, countries, sea regions of the world.
language: eng
dataset: https://data.isric.org/geonetwork/srv/resourcesb3d7c844-cbee-4b0f-8431-3a9373f5a59a
dataset: ISRIC - World Soil Information
dataset: Continents, countries, sea regions of the world.
dataset: Soil science
dataset: Global
dataset: Africa
dataset: :wosis_latest_sand
dataset: Scientific paper
dataset: Project webpage
dataset: Download GeoTIFF at depth 30 cm
dataset: af250m_nutrient_mg_m_agg30cm
dataset: Download GeoTIFF at depth
dataset: soc_topsoil_030cm_mean
dataset: phh2o_topsoil_030cm_mean
dataset: nitrogen_topsoil_030cm_mean
dataset: bdod_topsoil_030cm_mean
dataset: cfvo_topsoil_030cm_mean
dataset: sic_topsoil_030cm_mean
dataset: sand_topsoil_030cm_mean
dataset: silt_topsoil_030cm_mean
dataset: clay_topsoil_030cm_mean
dataset: soc_topsoil_030cm_mean_forest
dataset: phh2o_topsoil_030cm_mean_forest
dataset: nitrogen_topsoil_030cm_mean_forest
dataset: bdod_topsoil_030cm_mean_forest
dataset: cfvo_topsoil_030cm_mean_forest
dataset: sic_topsoil_030cm_mean_forest
dataset: sand_topsoil_030cm_mean_forest
dataset: silt_topsoil_030cm_mean_forest
dataset: clay_topsoil_030cm_mean_forest
dataset: ocstk_topsoil_030cm_mean_forest
dataset: icstk_topsoil_030cm_mean_forest
dataset: nistk_topsoil_030cm_mean_forest
dataset: Digital Object Identifier (DOI)
dataset: European Petroleum Survey Group
dataset: Tom Hengl
dataset: https://data.isric.org/geonetwork/srv/resources/persons/d2408615e3488

ISRIC - World Soil Information
type: Organization
member: Tom Hengl
member: https://data.isric.org/geonetwork/srv/resources/persons/d2408615e3488

Continents, countries, sea regions of the world.
type: ConceptScheme
uri: https://data.isric.org:/geonetwork/srv/eng/thesaurus.download

https://data.isric.org:/geonetwork/records/f4e4b68c-ee1a-40ca-9ca6-d71109c78794
type: CatalogRecord
conforms to: 32557.html
issued: 2024-11-26
modified: 2024-11-26

WoSIS latest - Sand total
type: Dataset
abstract: Larger than Y mm fraction of the fine earth fraction*; Y as specified in the analytical method description (e.g. Y = 0.05 mm to 2 mm*) (g/100g). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see: https://www.isric.org/explore/wosis/wosis-contributing-institutions-and-experts). Being dynamic, the contents of 'wosis_latest' will change once new point data are acquired, cleansed and standardised, additional soil properties are considered, and/or when possible amendments are required. Static snapshots of 'wosis_latest' are released at irregular intervals for consistent citation purposes and to discuss methodological changes; the last snapshot is available at https://doi.org/10.5194/essd-16-4735-2024. For general information about WoSIS please see the FAQ-page at https://www.isric.org/explore/wosis/faq-wosis.
keyword: sand
keyword: soil profiles
theme: Soil science
theme: Global
theme: geoscientificInformation
spatial: Polygon
  as WKT: <http://www.opengis.net/def/crs/OGC/1.3/CRS84> Polygon((-173.20 -78.50, -173.20 80.00, 178.50 80.00, 178.50 -78.50, -173.20 -78.50))
temporal: 1918-01-01 / 2013-02-12
publisher: ISRIC - World Soil Information
granularity: 100000
language: eng
license: license
license: Licenced per profile, as specified by data provider and indicated in the data
distribution: :wosis_latest_sand
distribution: Scientific paper
distribution: Project webpage
distribution: OGC:WMS-wosis latest sand
data quality: https://www.isric.org/explore/wosis/wosis-contributing-institutions-and-experts

https://data.isric.org:/geonetwork/records/d601201d-5d88-4f7a-9676-5c2ace45f7c6
type: CatalogRecord
conforms to: 32557.html
issued: 2021-07-14
modified: 2021-07-14

Africa SoilGrids nutrients - Extractable Magnesium (Mg)
type: Dataset
abstract: Extractable Magnesium (Mg) content of the soil fine earth fraction in mg/kg (ppm) as measured according to the soil analytical procedure of Mehlich 3 and spatially predicted for 0-30 cm depth interval at 250 m spatial resolution across sub-Saharan Africa using Machine Learning (ensemble between random forest and gradient boosting) using soil data from the Africa Soil Profiles database (AfSP) compiled by AfSIS and recent soil data newly collected by AfSIS in partnership with EthioSIS (Ethiopia), GhaSIS (Ghana) and NiSIS (Nigeria as made possible by OCP Africa and IITA), combined with soil data as made available by Wageningen University and Research, IFDC, VitalSigns, University of California and the OneAcreFund. [Values M = mean value predicted]. For details see below for peer reviewed paper (T. Hengl, J.G.B. Leenaars, K.D. Shepherd, M.G. Walsh, G.B.M. Heuvelink, Tekalign Mamo, H. Tilahun, E. Berkhout, M. Cooper, E. Fegraus, I. Wheeler, N.A. Kwabena, 2017. Soil nutrient maps of Sub-Saharan Africa: assessment of soil nutrient content at 250 m spatial resolution using machine learning. Nutriënt Cycling in Agroecosystems 109(1): 77-102). Maps produced for the Environmental Assessment Agency (PBL), funded by the Netherlands government, in collaboration with the AfSIS and the Vital Signs projects.
keyword: nutrients
keyword: magnesium
keyword: digital soil mapping
theme: Soil science
theme: Africa
theme: geoscientificInformation
thumbnail: https://maps.isric.org/mapserv
spatial: Polygon
  as WKT: <http://www.opengis.net/def/crs/OGC/1.3/CRS84> Polygon((-29.7 -34.9, -29.7 28.7, 55.4 28.7, 55.4 -34.9, -29.7 -34.9))
temporal: 1980-01-01 / 2016-12-31
publisher: ISRIC - World Soil Information
language: eng
license: license
license: Open Database License (ODbl) v1.0
distribution: Download GeoTIFF at depth 30 cm
distribution: af250m_nutrient_mg_m_agg30cm
distribution: Project webpage
distribution: Scientific paper
data quality: Project webpage: http://isric.org/projects/africa-soilgrids-soil-nutrient-maps-sub-saharan-africa-250-m-resolution Soil data (1): http://isric.org/projects/africa-soil-profiles-database-afsp Soil data (2): http://africasoils.net/services/data/soil-databases/

https://data.isric.org:/geonetwork/records/953d0964-6746-489a-a8d1-f188595516a9
type: CatalogRecord
conforms to: 32557.html
issued: 2021-07-14
modified: 2021-07-14

Africa SoilGrids - Drainage classes
type: Dataset
abstract: Drainage classes, defined according to the Guidelines for Soil Description (FAO, 2006) predicted using the Africa Soil Profiles Database (AfSP) v1.2. LEGEND = 1:Very poor, 2:Poor, 3:Imperfect, 4:Moderate, 5:Well, 6:Somewhat excessive, 7:Excessive, 255:NODATA. For details see published paper here below (Hengl T., G.B.M. Heuvelink, B. Kempen, J.G.B. Leenaars, M.G. Walsh, K.D. Shepherd, A. Sila, R.A. MacMillan, J. Mendes de Jesus, L.T. Desta, J.E. Tondoh, 2015. Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions. PLoS ONE 10(6)
keyword: drainage
keyword: digital soil mapping
theme: Soil science
theme: Africa
theme: geoscientificInformation
spatial: Polygon
  as WKT: <http://www.opengis.net/def/crs/OGC/1.3/CRS84> Polygon((-18.0 -35.0, -18.0 37.0, 51.0 37.0, 51.0 -35.0, -18.0 -35.0))
temporal: 1960-01-01 / 2015-12-31
publisher: ISRIC - World Soil Information
language: eng
license: license
license: Attribution-NonCommercial 3.0 International (CC BY-NC 3.0), https://creativecommons.org/licenses/by-nc/3.0/
distribution: Download GeoTIFF at depth
distribution: Project webpage
distribution: Scientific paper
data quality: Project webpages: http://africasoils.net/ http://isric.org/projects/africa-soil-information-service-afsis Soil data (1): http://isric.org/projects/africa-soil-profiles-database-afsp Not included: Soil data (2): http://africasoils.net/services/data/soil-databases/

https://data.isric.org:/geonetwork/records/b2eaa10a-e9d4-4f7d-9c75-25671c43b41b
type: CatalogRecord
conforms to: 32557.html
issued: 2024-11-26
modified: 2024-11-26

WoSIS latest - Bulk density fine earth - 33 kPa
type: Dataset
abstract: Bulk density of the fine earth fraction*, equilibrated at 33 kPa (kg/dm³). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see: https://www.isric.org/explore/wosis/wosis-contributing-institutions-and-experts). Being dynamic, the contents of 'wosis_latest' will change once new point data are acquired, cleansed and standardised, additional soil properties are considered, and/or when possible amendments are required. Static snapshots of 'wosis_latest' are released at irregular intervals for consistent citation purposes and to discuss methodological changes; the last snapshot is available at https://doi.org/10.5194/essd-16-4735-2024. For general information about WoSIS please see the FAQ-page at https://www.isric.org/explore/wosis/faq-wosis.
keyword: bulk density
keyword: soil profiles
theme: Soil science
theme: Global
theme: geoscientificInformation
spatial: Polygon
  as WKT: <http://www.opengis.net/def/crs/OGC/1.3/CRS84> Polygon((-173.20 -78.50, -173.20 80.00, 178.50 80.00, 178.50 -78.50, -173.20 -78.50))
temporal: 1918-01-01 / 2013-02-12
publisher: ISRIC - World Soil Information
granularity: 100000
language: eng
license: license
license: Licenced per profile, as specified by data provider and indicated in the data
distribution: OGC:WFS-:wosis latest bdfi33
distribution: Scientific paper
distribution: Project webpage
distribution: OGC:WMS-wosis latest bdfi33
data quality: https://www.isric.org/explore/wosis/wosis-contributing-institutions-and-experts

https://data.isric.org:/geonetwork/records/3cc719a6-cbf5-4bc8-94c3-cd7d2b3db3c3
type: CatalogRecord
conforms to: 32557.html
issued: 2025-08-12
modified: 2025-08-12

Soil property datasets produced in cup4soil project - Beta version
type: Dataset
abstract: These datasets were prepared within the scope of the CUP4SOIL (Copernicus user uptake for soil information products) project (Copernicus user update project). The soil property maps were generated at a resolution of 20m, and created with LUCAS and other continental level data using digital soil mapping. Users should assess the local ''predictive'' accuracy of the maps prior to using them for making recommendations at local (or field) level. The datasets contain the following soil properties (for top soil (0-30 cm) depth): Soil organic carbon content, pH in water, Total nitrogen, Bulk density (oven dry), Coarse fragments (volumetric), Soil inorganic carbon content, Sand, Silt, Clay. The SoilSuite products (https://c.geoservice.dlr.de/web/datasets/soilsuite_eur_5y) were used as covariates, together with a range of other copernics products. Measurement units and web links for the above properties can be found be below. The maps are provided as Web Map Service (WMS) layers which load dynamically in a GIS software. For instructions see: https://www.isric.org/instruction-wms . The suffix `_mosaic` refers to the full data (20m spatial resolution). If you need to use the data, please use layers with the `_mosaic` suffux. The suffix `_overviews` refers to spatial overviews for faster visualisation. However datasets with the `_overview` suffix will not load to the full resolution.
keyword: soil
keyword: europe
keyword: carbon
keyword: nitrogen
keyword: pH
keyword: soil organic carbon content
keyword: bulk density
keyword: coarse fragments
keyword: sand
keyword: silt
keyword: clay
keyword: soil science
theme: environment
spatial: Polygon
  as WKT: <http://www.opengis.net/def/crs/OGC/1.3/CRS84> Polygon((-54.5473144452716 24.9703879721517, -54.5473144452716 71.6527280362979, 70.281422695485 71.6527280362979, 70.281422695485 24.9703879721517, -54.5473144452716 24.9703879721517))
temporal: 2000-01-01 / 2020-12-31
issued: 2025-04-16
publisher: ISRIC - World Soil Information
language: en
license: License
license: license
license: Attribution 4.0 International (CC BY 4.0), https://creativecommons.org/licenses/by/4.0/
distribution: soc_topsoil_030cm_mean
distribution: phh2o_topsoil_030cm_mean
distribution: nitrogen_topsoil_030cm_mean
distribution: bdod_topsoil_030cm_mean
distribution: cfvo_topsoil_030cm_mean
distribution: sic_topsoil_030cm_mean
distribution: sand_topsoil_030cm_mean
distribution: silt_topsoil_030cm_mean
distribution: clay_topsoil_030cm_mean

https://data.isric.org:/geonetwork/records/b3d7c844-cbee-4b0f-8431-3a9373f5a59a
type: CatalogRecord
primary topic: https://data.isric.org/geonetwork/srv/resourcesb3d7c844-cbee-4b0f-8431-3a9373f5a59a
conforms to: 32557.html
issued: 2025-02-17
modified: 2025-02-17

Soil property datasets produced in Holisoils project
type: Dataset
abstract: These datasets were prepared within the scope of the Holisoils (Holistic management practices, modelling & monitoring for European Forest Soils) project (EU Horizon 2020 Grant agreement ID: 101000289). The soil property maps were generated at a resolution of 100m, and created with LUCAS and other continental level data using digital soil mapping. Users should assess the local ''predictive'' accuracy of the maps prior to using them for making recommendations at local (or field) level. The datasets contain the following soil properties (for top soil (0-30 cm) depth): Soil organic carbon content, pH in water, Total nitrogen, Bulk density (oven dry), Coarse fragments (volumetric), Soil inorganic carbon content, Sand, Silt, Clay, as well as Soil organic carbon stocks, Soil inorganic carbon stocks and Soil nitrogen stocks. Measurement units and web links for the above properties can be found be below. The maps are provided as Web Map Service (WMS) layers which load dynamically in a GIS software. For instructions see: https://www.isric.org/instruction-wms .
keyword: soil
keyword: forest
keyword: carbon
keyword: nitrogen
keyword: pH
keyword: soil organic carbon content
keyword: bulk density
keyword: coarse fragments
keyword: sand
keyword: silt
keyword: clay
keyword: soil science
theme: environment
spatial: Polygon
  as WKT: <http://www.opengis.net/def/crs/OGC/1.3/CRS84> Polygon((-54.5473144452716 24.9703879721517, -54.5473144452716 71.6527280362979, 70.281422695485 71.6527280362979, 70.281422695485 24.9703879721517, -54.5473144452716 24.9703879721517))
temporal: 2000-01-01 / 2020-12-31
issued: 2024-02-29
publisher: ISRIC - World Soil Information
language: en
license: License
license: license
license: Attribution 4.0 International (CC BY 4.0), https://creativecommons.org/licenses/by/4.0/
distribution: soc_topsoil_030cm_mean_forest
distribution: phh2o_topsoil_030cm_mean_forest
distribution: nitrogen_topsoil_030cm_mean_forest
distribution: bdod_topsoil_030cm_mean_forest
distribution: cfvo_topsoil_030cm_mean_forest
distribution: sic_topsoil_030cm_mean_forest
distribution: sand_topsoil_030cm_mean_forest
distribution: silt_topsoil_030cm_mean_forest
distribution: clay_topsoil_030cm_mean_forest
distribution: ocstk_topsoil_030cm_mean_forest
distribution: icstk_topsoil_030cm_mean_forest
distribution: nistk_topsoil_030cm_mean_forest
distribution: Digital Object Identifier (DOI)

Soil science
type: Concept
in scheme: Stratum

Global
type: Concept
in scheme: Region

Africa
type: Concept
in scheme: Region

:wosis_latest_sand
type: Distribution
access URL: https://maps.isric.org/mapserv
format: OGC:WFS

Scientific paper
type: Distribution
access URL: https://doi.org/10.5194/essd-16-4735-2024
format: WWW:LINK-1.0-http--related
access URL: https://link.springer.com/article/10.1007/s10705-017-9870-x
access URL: https://journals.plos.org/plosone/article

Project webpage
type: Distribution
access URL: https://doi.org/10.5194/essd-2024-14
format: WWW:LINK-1.0-http--related
access URL: https://isric.org/projects/africa-soilgrids-soil-nutrient-maps-sub-saharan-africa-250-m-resolution
access URL: https://isric.org/projects/soil-property-maps-africa-250-m-resolution
access URL: https://www.isric.org/explore/wosis/faq-wosis

Download GeoTIFF at depth 30 cm
type: Distribution
format: WWW:DOWNLOAD-1.0-ftp--download

af250m_nutrient_mg_m_agg30cm
type: Distribution
access URL: https://maps.isric.org/mapserv
format: OGC:WMS

Download GeoTIFF at depth
type: Distribution
format: WWW:DOWNLOAD-1.0-ftp--download

soc_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/soc_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

phh2o_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/phh2o_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

nitrogen_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/nitrogen_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

bdod_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/bdod_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

cfvo_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/cfvo_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

sic_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/sic_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

sand_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/sand_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

silt_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/silt_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

clay_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/clay_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

soc_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/soc_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

phh2o_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/phh2o_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

nitrogen_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/nitrogen_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

bdod_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/bdod_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

cfvo_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/cfvo_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

sic_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/sic_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

sand_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/sand_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

silt_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/silt_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

clay_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/clay_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

ocstk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/ocstk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

icstk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/icstk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

nistk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/nistk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

Digital Object Identifier (DOI)
type: Distribution
access URL: https://doi.org/10.17027/isric-soilgrids/b3d7c844-cbee-4b0f-8431-3a9373f5a59a
format: DOI

European Petroleum Survey Group
type: Organization

Data infodesk
type: Agent

Luis de Sousa
type: Agent

Niels Batjes
type: Agent

Luis Calisto
type: Agent

Data infodesk
type: Agent

Johan Leenaars
type: Agent

Tom Hengl
type: Agent

:wosis_latest_sand
type: Distribution
access URL: https://maps.isric.org/mapserv
format: OGC:WFS

Scientific paper
type: Distribution
access URL: https://doi.org/10.5194/essd-16-4735-2024
format: WWW:LINK-1.0-http--related
access URL: https://link.springer.com/article/10.1007/s10705-017-9870-x
access URL: https://journals.plos.org/plosone/article

Project webpage
type: Distribution
access URL: https://doi.org/10.5194/essd-2024-14
format: WWW:LINK-1.0-http--related
access URL: https://isric.org/projects/africa-soilgrids-soil-nutrient-maps-sub-saharan-africa-250-m-resolution
access URL: https://isric.org/projects/soil-property-maps-africa-250-m-resolution
access URL: https://www.isric.org/explore/wosis/faq-wosis

Download GeoTIFF at depth 30 cm
type: Distribution
format: WWW:DOWNLOAD-1.0-ftp--download

af250m_nutrient_mg_m_agg30cm
type: Distribution
access URL: https://maps.isric.org/mapserv
format: OGC:WMS

Download GeoTIFF at depth
type: Distribution
format: WWW:DOWNLOAD-1.0-ftp--download

soc_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/soc_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

phh2o_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/phh2o_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

nitrogen_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/nitrogen_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

bdod_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/bdod_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

cfvo_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/cfvo_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

sic_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/sic_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

sand_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/sand_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

silt_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/silt_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

clay_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/clay_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

soc_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/soc_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

phh2o_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/phh2o_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

nitrogen_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/nitrogen_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

bdod_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/bdod_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

cfvo_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/cfvo_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

sic_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/sic_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

sand_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/sand_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

silt_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/silt_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

clay_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/clay_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

ocstk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/ocstk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

icstk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/icstk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

nistk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/nistk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

Digital Object Identifier (DOI)
type: Distribution
access URL: https://doi.org/10.17027/isric-soilgrids/b3d7c844-cbee-4b0f-8431-3a9373f5a59a
format: DOI

:wosis_latest_sand
type: Distribution
access URL: https://maps.isric.org/mapserv
format: OGC:WFS

Scientific paper
type: Distribution
access URL: https://doi.org/10.5194/essd-16-4735-2024
format: WWW:LINK-1.0-http--related
access URL: https://link.springer.com/article/10.1007/s10705-017-9870-x
access URL: https://journals.plos.org/plosone/article

Project webpage
type: Distribution
access URL: https://doi.org/10.5194/essd-2024-14
format: WWW:LINK-1.0-http--related
access URL: https://isric.org/projects/africa-soilgrids-soil-nutrient-maps-sub-saharan-africa-250-m-resolution
access URL: https://isric.org/projects/soil-property-maps-africa-250-m-resolution
access URL: https://www.isric.org/explore/wosis/faq-wosis

Download GeoTIFF at depth 30 cm
type: Distribution
format: WWW:DOWNLOAD-1.0-ftp--download

af250m_nutrient_mg_m_agg30cm
type: Distribution
access URL: https://maps.isric.org/mapserv
format: OGC:WMS

Download GeoTIFF at depth
type: Distribution
format: WWW:DOWNLOAD-1.0-ftp--download

soc_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/soc_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

phh2o_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/phh2o_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

nitrogen_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/nitrogen_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

bdod_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/bdod_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

cfvo_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/cfvo_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

sic_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/sic_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

sand_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/sand_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

silt_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/silt_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

clay_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/clay_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

soc_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/soc_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

phh2o_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/phh2o_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

nitrogen_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/nitrogen_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

bdod_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/bdod_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

cfvo_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/cfvo_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

sic_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/sic_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

sand_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/sand_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

silt_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/silt_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

clay_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/clay_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

ocstk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/ocstk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

icstk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/icstk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

nistk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/nistk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

Digital Object Identifier (DOI)
type: Distribution
access URL: https://doi.org/10.17027/isric-soilgrids/b3d7c844-cbee-4b0f-8431-3a9373f5a59a
format: DOI

:wosis_latest_sand
type: Distribution
access URL: https://maps.isric.org/mapserv
format: OGC:WFS

Scientific paper
type: Distribution
access URL: https://doi.org/10.5194/essd-16-4735-2024
format: WWW:LINK-1.0-http--related
access URL: https://link.springer.com/article/10.1007/s10705-017-9870-x
access URL: https://journals.plos.org/plosone/article

Project webpage
type: Distribution
access URL: https://doi.org/10.5194/essd-2024-14
format: WWW:LINK-1.0-http--related
access URL: https://isric.org/projects/africa-soilgrids-soil-nutrient-maps-sub-saharan-africa-250-m-resolution
access URL: https://isric.org/projects/soil-property-maps-africa-250-m-resolution
access URL: https://www.isric.org/explore/wosis/faq-wosis

Download GeoTIFF at depth 30 cm
type: Distribution
format: WWW:DOWNLOAD-1.0-ftp--download

af250m_nutrient_mg_m_agg30cm
type: Distribution
access URL: https://maps.isric.org/mapserv
format: OGC:WMS

Download GeoTIFF at depth
type: Distribution
format: WWW:DOWNLOAD-1.0-ftp--download

soc_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/soc_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

phh2o_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/phh2o_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

nitrogen_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/nitrogen_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

bdod_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/bdod_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

cfvo_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/cfvo_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

sic_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/sic_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

sand_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/sand_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

silt_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/silt_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

clay_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/clay_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

soc_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/soc_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

phh2o_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/phh2o_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

nitrogen_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/nitrogen_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

bdod_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/bdod_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

cfvo_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/cfvo_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

sic_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/sic_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

sand_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/sand_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

silt_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/silt_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

clay_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/clay_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

ocstk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/ocstk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

icstk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/icstk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

nistk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/nistk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

Digital Object Identifier (DOI)
type: Distribution
access URL: https://doi.org/10.17027/isric-soilgrids/b3d7c844-cbee-4b0f-8431-3a9373f5a59a
format: DOI

:wosis_latest_sand
type: Distribution
access URL: https://maps.isric.org/mapserv
format: OGC:WFS

Scientific paper
type: Distribution
access URL: https://doi.org/10.5194/essd-16-4735-2024
format: WWW:LINK-1.0-http--related
access URL: https://link.springer.com/article/10.1007/s10705-017-9870-x
access URL: https://journals.plos.org/plosone/article

Project webpage
type: Distribution
access URL: https://doi.org/10.5194/essd-2024-14
format: WWW:LINK-1.0-http--related
access URL: https://isric.org/projects/africa-soilgrids-soil-nutrient-maps-sub-saharan-africa-250-m-resolution
access URL: https://isric.org/projects/soil-property-maps-africa-250-m-resolution
access URL: https://www.isric.org/explore/wosis/faq-wosis

Download GeoTIFF at depth 30 cm
type: Distribution
format: WWW:DOWNLOAD-1.0-ftp--download

af250m_nutrient_mg_m_agg30cm
type: Distribution
access URL: https://maps.isric.org/mapserv
format: OGC:WMS

Download GeoTIFF at depth
type: Distribution
format: WWW:DOWNLOAD-1.0-ftp--download

soc_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/soc_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

phh2o_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/phh2o_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

nitrogen_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/nitrogen_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

bdod_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/bdod_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

cfvo_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/cfvo_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

sic_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/sic_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

sand_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/sand_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

silt_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/silt_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

clay_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/clay_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

soc_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/soc_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

phh2o_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/phh2o_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

nitrogen_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/nitrogen_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

bdod_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/bdod_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

cfvo_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/cfvo_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

sic_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/sic_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

sand_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/sand_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

silt_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/silt_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

clay_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/clay_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

ocstk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/ocstk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

icstk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/icstk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

nistk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/nistk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

Digital Object Identifier (DOI)
type: Distribution
access URL: https://doi.org/10.17027/isric-soilgrids/b3d7c844-cbee-4b0f-8431-3a9373f5a59a
format: DOI

:wosis_latest_sand
type: Distribution
access URL: https://maps.isric.org/mapserv
format: OGC:WFS

Scientific paper
type: Distribution
access URL: https://doi.org/10.5194/essd-16-4735-2024
format: WWW:LINK-1.0-http--related
access URL: https://link.springer.com/article/10.1007/s10705-017-9870-x
access URL: https://journals.plos.org/plosone/article

Project webpage
type: Distribution
access URL: https://doi.org/10.5194/essd-2024-14
format: WWW:LINK-1.0-http--related
access URL: https://isric.org/projects/africa-soilgrids-soil-nutrient-maps-sub-saharan-africa-250-m-resolution
access URL: https://isric.org/projects/soil-property-maps-africa-250-m-resolution
access URL: https://www.isric.org/explore/wosis/faq-wosis

Download GeoTIFF at depth 30 cm
type: Distribution
format: WWW:DOWNLOAD-1.0-ftp--download

af250m_nutrient_mg_m_agg30cm
type: Distribution
access URL: https://maps.isric.org/mapserv
format: OGC:WMS

Download GeoTIFF at depth
type: Distribution
format: WWW:DOWNLOAD-1.0-ftp--download

soc_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/soc_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

phh2o_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/phh2o_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

nitrogen_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/nitrogen_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

bdod_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/bdod_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

cfvo_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/cfvo_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

sic_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/sic_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

sand_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/sand_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

silt_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/silt_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

clay_topsoil_030cm_mean
type: Distribution
access URL: https://cup4soil-maps.isric.org/clay_topsoil_mosaic
format: OGC:WMS-1.3.0-http-get-capabilities

soc_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/soc_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

phh2o_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/phh2o_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

nitrogen_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/nitrogen_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

bdod_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/bdod_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

cfvo_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/cfvo_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

sic_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/sic_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

sand_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/sand_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

silt_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/silt_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

clay_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/clay_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

ocstk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/ocstk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

icstk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/icstk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

nistk_topsoil_030cm_mean_forest
type: Distribution
access URL: https://europe-maps.isric.org/nistk_topsoil_forest
format: OGC:WMS-1.3.0-http-get-capabilities

Digital Object Identifier (DOI)
type: Distribution
access URL: https://doi.org/10.17027/isric-soilgrids/b3d7c844-cbee-4b0f-8431-3a9373f5a59a
format: DOI