Soil Total Nitrogen Observations in Burkina Faso and Covariates for Digital Soil Mapping

Contains:

Dataset on Soil Total Nitrogen Observations (g/kg) in Burkina Faso obtained from the WoSIS snapshot - December 2023 published by ISRIC-World Soil Information (License CC-BY-NC)

Environmental Variable Covariates extracted from Google Earth Engine including WorldClim, MODIS, SRTM (Licenses: Free).

Purpose:

For the implementation of Digital Soil Mapping as a case study to explore the potential of Cartographic Visualizations in supporting the Readability, Interpretability and understanding of a Random Forest regression model outputs using Shapley Additive exPlanations (SHAP).