Landslide Susceptibility Modeling

List of contents

1. Landslide hazards, risks and mitigation
2. Landslide inventory mapping - Past and Current Trends
3. Landslide controlling factors
4. Data and Tools in LSM
5. Landslide types and failure mechanism
6. Evolving controls of landslides
7. Case studies - (a) Landslide susceptibility mapping using knowledge driven methods
8. Case studies - (b) Landslide susceptibility mapping using statistical models
9. Case studies - (c) Landslide susceptibility mapping using machine learning models
10. Case studies - (d) Landslide susceptibility with deep learning
11. Accuracy assessments of susceptibility maps
12. Challenges and Recommendations

Product details

• Assisted by: Jie Dou (Editor), Hiromitsu Yamagishi (Editor), Ali P Yunus (Editor)
• Publisher: Elsevier
• Languages: English
• Product format: Paperback / Softback
• Released: 01.11.2023
• EAN: 9780128235058
• ISBN: 978-0-12-823505-8
• No. of pages: 300
• Subject: Natural sciences, medicine, IT, technology > Geosciences > Geology