Intelligent Interpretation for Geological Disasters

ISBN-13: 9789819958245 / Angielski / Miękka / 2024

Weitao Chen;Cheng Zhong;Xuwen Qin

Opis

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) Intelligent analysis of landslide evolution based on optical satellite remote sensing data, 4) Deep learning-based remote sensing detection of landslide,5) Intelligent assessment methods of landslide susceptibility,6) Intelligent recognition of ground figure based on airspace-based remote sensing data.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.