InSAR Integrated Machine Learning Approach for Landslide Susceptibility Mapping in California

InSAR Integrated Machine Learning Approach for Landslide Susceptibility Mapping in California

Landslides pose significant threats to life and property, particularly in mountainous regions. To address this, this study develops a landslide susceptibility model integrating Earth Observation (EO) data, historical data, and Multi-Temporal Interferometric Synthetic Aperture Radar (MT-InSAR) ground...

Full description

Bibliographic Details
Main Authors: Divya Sekhar Vaka, Vishnuvardhan Reddy Yaragunda, Skevi Perdikou, Alexandra Papanicolaou
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Remote Sensing
Subjects:
classification
XGBoost
random forest
PSInSAR
SBAS
MT-InSAR
Online Access:https://www.mdpi.com/2072-4292/16/19/3574

Internet

https://www.mdpi.com/2072-4292/16/19/3574

Similar Items