Geoinformatics and Modelling of Landslide Susceptibility and Risk An RS & GIS-based Model Building Approach in the Eastern Himalaya /

• Κύριοι συγγραφείς: Mandal, Sujit (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Mondal, Subrata (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Environmental Science,
• Θέματα: Physical geography.; Remote sensing.; Geomorphology.; Natural disasters.; Statistics .; Environmental geography.; Earth System Sciences.; Remote Sensing/Photogrammetry.; Natural Hazards.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Environmental Geography.

This book discusses various statistical models and their implications for developing landslide susceptibility and risk zonation maps. It also presents a range of statistical techniques, i.e. bivariate and multivariate statistical models and machine learning models, as well as multi-criteria evaluati...

Πίνακας περιεχομένων:

• Landslides: An Overview
• Geomorphic, Geo-tectonic and Hydrologic Attributes and Landslide Susceptibility
• Slope instability analysis: A Sub-Watershed Scale Study
• Geomorphic Diversity and Landslide Susceptibility: A Multi-Criteria Evaluation Approach
• Landslide Susceptibility Prediction and Assessment using Bivariate Models
• Multivariate Models and Prediction and Assessment of Landslide Susceptibility
• Application of Probabilistic Approach in Landslide Susceptibility Analysis
• Machine Learning Models in Landslides Susceptibility Assessment
• Factor and Factors' Cluster Analysis and Landslide Susceptibility Assessment
• Micro level Landslide Susceptibility and Risk Assessment
• Comparison between Susceptibility Models: A critical Review and Evaluation.