GeoPearl: SOM-content under arable land 1000m

Model predictions on SOM-content under arable land( Report: https://edepot.wur.nl/556312). Predictions with a model ensemble at fixed depths of 15, 45, 80 and 120 cm. Predictions using an ensemble of Random Forests and Gradient Boosting, with covariates from the SoilGrids 2017 model (Hengl et al. 2017) and a spatial cross-validation procedure. The model was applied on log-transformed observations of SOC. Models result were back- transformed and converted to SOM by multiplying SOC predictions with 1.743. Prediction

Data and Resources

Additional Info

Field Value
Last Updated April 17, 2024, 12:44 (UTC)
Created October 25, 2023, 14:43 (UTC)
access_constraints ["CC-BY-4.0"]
bbox-east-long 42.1459
bbox-north-lat 68.8693
bbox-south-lat 36.9415
bbox-west-long -12.995
contact-email ulan.turdukulov@isric.org
coupled-resource []
dataset-reference-date [{"type": "publication", "value": "2022-12-12"}, {"type": "creation", "value": "2022-09-30"}]
frequency-of-update continual
graphic-preview-file https://data.isric.org/geonetwork/srv/api/records/1027fe43-061e-4cde-bd8b-7bd8d7338f4a/attachments/geoPearl.JPG
guid 1027fe43-061e-4cde-bd8b-7bd8d7338f4a
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harvest_source_id 0ac93d1f-9648-4157-af46-766b49f28e1c
harvest_source_title ISRIC Soil Data
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lineage
metadata-date 2024-04-11T08:54:21
metadata-language eng
progress Completed
resource-type dataset
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