This book comprehensively utilizes the new generation of artificial intelligence and remote sensing science and technology to systematically carry out researches on high-precision recognition, monitoring, analysis, and assessment of geological disasters by using different technologies of "ground, airspace, and space-based systems" and different scales of "target-semantic-region". The main contents include:
1) Intelligent interpretation theory and methods of geological disasters,
2) Intelligent analysis of landslide based on long-term ground monitoring data,
3) Deep learning-based remote sensing detection of landslide,
4) Intelligent analysis of landslide evolution based on optical satellite remote sensing data,
5) Intelligent assessment methods of landslide susceptibility,
6) Intelligent recognition of ground figure based on airspace-based remote sensing data,
7) Intelligent monitoring of land subsidence in mining areas based on InSAR technology.
The book is of interest to graduate student, scientific, and technological personnel who work in the area of geological disasters, natural hazards, remote sensing, and artificial intelligence.
- ISBN13 9789819958214
- Publish Date 15 October 2023
- Publish Status Forthcoming
- Publish Country SG
- Imprint Springer Verlag, Singapore
- Edition 1st ed. 2023
- Format Hardcover
- Pages 233
- Language English