OpenLandMap Predicted Hapludalfs Probability

  • This dataset provides predicted probabilities of Hapludalfs soil great group at 250m resolution globally (excluding Antarctica) from 1950 to 2018.

  • It is based on machine learning predictions using a global compilation of soil profiles and is available through the OpenLandMap project.

  • Users can access and visualize the dataset within Google Earth Engine or externally through OpenGeohub.

  • The dataset is licensed under CC-BY-SA-4.0 and is attributed to Hengl and Nauman (2018).

  • Detailed processing steps and further information are available through provided links to GitLab and Disqus forums.
OpenLandMap/SOL/SOL_GRTGROUP_USDA-SOILTAX-HAPLUDALFS_P/v01
Dataset Availability
1950-01-01T00:00:00Z–2018-01-01T00:00:00Z
Dataset Provider
Earth Engine Snippet
ee.Image("OpenLandMap/SOL/SOL_GRTGROUP_USDA-SOILTAX-HAPLUDALFS_P/v01")
Tags
envirometrix opengeohub openlandmap soil
argillic
hapludalfs

Description

Predicted USDA soil great groups at 250 m (probabilities).

Distribution of the USDA soil great groups based on machine learning predictions from global compilation of soil profiles. To learn more about soil great groups please refer to the Illustrated Guide to Soil Taxonomy - NRCS - USDA.

  • Processing steps are described in detail here
  • Antarctica is not included.

To access and visualize maps outside of Earth Engine, use this page.

If you discover a bug, artifact or inconsistency in the LandGIS maps or if you have a question please use the following channels:

Bands

Pixel Size
250 meters

Bands

Name Units Min Max Pixel Size Description
grtgroup % 0* 35* meters

Predicted Hapludalfs probability
* estimated min or max value

Terms of Use

Terms of Use

CC-BY-SA-4.0

Citations

Citations:

  • Tomislav Hengl, & Travis Nauman. (2018). Predicted USDA soil great groups at 250 m (probabilities) (Version v01) [Data set]. Zenodo. 10.5281/zenodo.1476844

DOIs

Explore with Earth Engine

Code Editor (JavaScript)

var dataset = ee.Image('OpenLandMap/SOL/SOL_GRTGROUP_USDA-SOILTAX-HAPLUDALFS_P/v01');

var visualization = {
  bands: ['grtgroup'],
  min: 0.0,
  max: 35.0,
  palette: ['ffffb2', 'fecc5c', 'fd8d3c', 'f03b20', 'bd0026']
};

Map.centerObject(dataset);

Map.addLayer(dataset, visualization, 'Hapludalfs');
Open in Code Editor
Predicted USDA soil great groups at 250 m (probabilities). Distribution of the USDA soil great groups based on machine learning predictions from global compilation of soil profiles. To learn more about soil great groups please refer to the Illustrated Guide to Soil Taxonomy - NRCS - USDA. Processing steps are …
OpenLandMap/SOL/SOL_GRTGROUP_USDA-SOILTAX-HAPLUDALFS_P/v01, envirometrix,opengeohub,openlandmap,soil
1950-01-01T00:00:00Z/2018-01-01T00:00:00Z
-90 -180 90 180
Google Earth Engine