InSAR and Deep Learning in Landslides Research: Intelligent Identification, Risk Assessment and Susceptibility Mapping

£139.50

InSAR and Deep Learning in Landslides Research: Intelligent Identification, Risk Assessment and Susceptibility Mapping

Earth sciences Geographical information systems, geodata and remote sensing Natural disasters Artificial intelligence

Author: Yi He

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Collection: Earth and Environmental Science

Language: English

Published by: Springer

Published on: 23rd July 2025

Format: LCP-protected ePub

ISBN: 9789819691326


Overview

This book combines remote sensing and deep learning technology to develop a variety of models in the study of different type landslides in a wide range of areas including northwest, southwest and southern China.

Application of Deep Learning

It explores the application of various deep learning methods in landslide identification and sensitivity mapping. It also explores intelligent landslide monitoring and susceptibility mapping using a variety of data and methods, providing ideas and methods for landslide prevention and mitigation.

Intended Audience

This book is suitable for professionals in the field of landslide monitoring and graduate students in the fields of remote sensing and geological hazards research to mitigate this most widespread and harmful geological hazards in the world.

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