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.
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 …
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],[],[[["This dataset provides predicted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."]]],["This dataset provides predicted probabilities of USDA soil great groups, specifically Hapludalfs, at a 250-meter resolution, excluding Antarctica, from 1950 to 2018. The data is derived from machine learning analysis of global soil profiles. Processing details are available via GitLab. Users can access and visualize maps via Earth Engine, using the provided code snippet to explore the `grtgroup` band, which represents predicted probabilities between 0% and 35%. The dataset is available under a CC-BY-SA-4.0 license.\n"]]