French maps for the Global Soil Nutrient and Nutrient Budget Map (GSNmap)

DOI

This set of maps presents digital maps of soil properties on agricultural lands in France within the FAO framework “Global Soil Nutrient and Nutrient Budgets maps”. The spatial predictions of ten soil properties, namely Total N, available P, CEC, pH (water), Clay, Silt, Sand, Soil Organic Carbon, Bulk density and available K were generated with a 250 m spatial resolution. Random forest machine learning approach in combination with environmental variables was used for spatial distribution assessment of properties. Additionally, uncertainty maps expressed as the standard deviation of spatial predictions were produced. All maps are provided in a raster geotiff format. the identifier of the spatial reference system (srid) is 4326.

R, 4.1.0

Identifier
DOI https://doi.org/10.57745/3QFT2T
Metadata Access https://entrepot.recherche.data.gouv.fr/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.57745/3QFT2T
Provenance
Creator Suleymanov, Azamat ORCID logo; Saby, Nicolas ORCID logo; Bispo, Antonio ORCID logo
Publisher Recherche Data Gouv
Contributor Saby, Nicolas; Unité Info&Sols
Publication Year 2023
Rights etalab 2.0; info:eu-repo/semantics/openAccess; https://spdx.org/licenses/etalab-2.0.html
OpenAccess true
Contact Saby, Nicolas (INRAE)
Representation
Resource Type Dataset
Format image/tiff
Size 18011368; 18706308; 16949752; 18291345; 18537109; 18095791; 17956170; 17328157; 17471350; 19103507; 18834709; 19153914; 19090263; 18992852; 19179253; 18810625; 18956879; 19067997; 18933228; 19361182
Version 1.0
Discipline Agriculture, Forestry, Horticulture; Geosciences; Agricultural Sciences; Agriculture, Forestry, Horticulture, Aquaculture; Agriculture, Forestry, Horticulture, Aquaculture and Veterinary Medicine; Earth and Environmental Science; Environmental Research; Life Sciences; Natural Sciences
Spatial Coverage (-5.273W, 41.228S, 10.020E, 51.193N)