Global soil erosion rate 2000-2020-0.5degree_V2

Domaine:

environment and energygeospatialclimate

Type de record:

datasetmodel

Créateur:

KehMin

Hôte:

We employed the Random Forest algorithm to integrate climatic and non-climatic drivers from 2000-2020 as explanatory variables. These drivers include global meteorological factors (precipitation, temperature, potential evapotranspiration, soil moisture), leaf area index, land cover, soil physicochemical properties (particle composition, pH), and topographic features (slope, elevation). We then generated a global ER gridded dataset with a spatial resolution of 0.5°×0.5°. The 10-fold cross-validation R² and root mean square error (RMSE) values of the RF model is 0.55 and 15 t ha^-1 yr^-1, respectively.

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Global soil erosion rate 2000-2020-0.5degree_V2

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