Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard
Gebundenes Buch

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Versandkostenfrei!
Versandfertig in 1-2 Wochen
97,99 €
inkl. MwSt.
PAYBACK Punkte
49 °P sammeln!
Geohazards, such as landslides, rock avalanches, debris flow, ground fissures, and ground subsidence, pose a significant threat to people's lives and property. Recently, machine learning (ML) has become the predominant approach in geohazard modeling, offering advantages such as an excellent generalization ability and accurately describing complex and nonlinear behaviors. However, the utilization of advanced algorithms in deep learning remains poorly understood in this field. Additionally, there are fundamental challenges associated with ML modeling, including input variable selection, uncertai...