GeoPearl: SOM-content under arable land 250m

Model predictions on SOM-content under arable land (see: Report: https://edepot.wur.nl/556312 ): 'Predictions with a model ensemble at fixed depths of 15, 45, 80 and 120 cm on a 250m grid. 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.'

Data and Resources

Additional Info

Field Value
Last Updated October 25, 2023, 14:44 (UTC)
Created October 25, 2023, 14:44 (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
guid 5017fe43-061e-44de-bd8b-70d8d75b8f41
harvest_object_id 30e0e737-b2ac-4c1b-b95d-d05a744d7662
harvest_source_id 0ac93d1f-9648-4157-af46-766b49f28e1c
harvest_source_title ISRIC Soil Data
licence []
lineage
metadata-date 2022-12-14T10:47:25
metadata-language eng
progress Completed
resource-type dataset
responsible-party [{"name": "ISRIC - World Soil Information", "roles": ["pointOfContact", "author"]}, {"name": "Wageningen Environmental Research", "roles": ["author"]}]
spatial {"type": "Polygon", "coordinates": [[[-12.995, 36.9415], [42.1459, 36.9415], [42.1459, 68.8693], [-12.995, 68.8693], [-12.995, 36.9415]]]}
spatial-data-service-type
spatial-reference-system urn:ogc:def:crs:EPSG:4326
spatial_harvester true