Machine learning bedrock property prediction

Local Knowledge Graph (37 entities)

Description

Extremely randomized trees regression model to predict subsurface electrical resistivity from surface geomorphological and vegetation parameters, enabling watershed-scale bedrock characterization.

Typical Equipment

• Python
• scikit-learn package

Output Measurements

• predicted electrical resistivity maps
• fracture density estimates
• model accuracy metrics

Papers Using This Protocol (1)

Places Where Used