Clay content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution. Based on machine learning predictions from global compilation of soil profiles and samples. Processing steps are described in detail here. Antartica is not included. To access and visualize maps use: https://landgis.opengeohub.org All files internally compressed using "COMPRESS=DEFLATE" creation option in GDAL. File naming convention: sol = theme: soil, clay.wfraction = variable: sand weight fraction, usda.3a1a1a = determination method: laboratory method code, m = mean value, 250m = spatial resolution / block support: 250 m, b10..10cm = vertical reference: 10 cm depth below surface, 1950..2017 = time reference: period 1950-2017, ...
Distribution of the USDA soil great groups based on machine learning predictions from global compila...
This paper describes the technical development and accuracy assessment of the most recent and improv...
Soil texture classes (USDA system) for 6 standard soil depths (0, 10, 30, 60, 100 and 200 cm) at 250...
Clay content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution...
Sand content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution...
Silt content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution...
Predictions are based on the 3D Ensemble Machine Learning framework, as implemented in the R environ...
Coarse fragments % (volumetric) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolu...
Soil organic carbon content in × 5 g / kg (to convert to % divide by 2) at 6 standard depths (0, 10,...
Soil bulk density (fine earth) 10 x kg / m3 at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at ...
Soil bulk density (fine earth) 10 x kg / m3 at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at ...
Predictions are based on the 3D Ensemble Machine Learning framework, as implemented in the R environ...
iSDAsoil dataset soil clay content (USDA system) in % predicted at 30 m resolution for 0–20 and 20–5...
Clay minerals dominate the soil colloidal fraction and its specific surface area. Differences among ...
Predictions are based on the 3D Ensemble Machine Learning framework, as implemented in the R environ...
Distribution of the USDA soil great groups based on machine learning predictions from global compila...
This paper describes the technical development and accuracy assessment of the most recent and improv...
Soil texture classes (USDA system) for 6 standard soil depths (0, 10, 30, 60, 100 and 200 cm) at 250...
Clay content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution...
Sand content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution...
Silt content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution...
Predictions are based on the 3D Ensemble Machine Learning framework, as implemented in the R environ...
Coarse fragments % (volumetric) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolu...
Soil organic carbon content in × 5 g / kg (to convert to % divide by 2) at 6 standard depths (0, 10,...
Soil bulk density (fine earth) 10 x kg / m3 at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at ...
Soil bulk density (fine earth) 10 x kg / m3 at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at ...
Predictions are based on the 3D Ensemble Machine Learning framework, as implemented in the R environ...
iSDAsoil dataset soil clay content (USDA system) in % predicted at 30 m resolution for 0–20 and 20–5...
Clay minerals dominate the soil colloidal fraction and its specific surface area. Differences among ...
Predictions are based on the 3D Ensemble Machine Learning framework, as implemented in the R environ...
Distribution of the USDA soil great groups based on machine learning predictions from global compila...
This paper describes the technical development and accuracy assessment of the most recent and improv...
Soil texture classes (USDA system) for 6 standard soil depths (0, 10, 30, 60, 100 and 200 cm) at 250...