Random Forest-Based Prediction of Geothermal Heat Flow in the Arabian-Nubian Shield: A Multi-Proxy Satellite Geophysical Approach
This study presents the first spatially continuous geothermal model for the Arabian-Nubian Shield by employing a Random Forest algorithm integrated with sixteen multi-proxy satellite geophysical predictors to map terrestrial heat flow, identify high-potential geothermal zones, and guide future carbon-reduction energy development.