Buch, Englisch, 223 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 530 g
An RS & GIS-based Model Building Approach in the Eastern Himalaya
Buch, Englisch, 223 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 530 g
Reihe: Environmental Science and Engineering
ISBN: 978-3-030-10494-8
Verlag: Springer International Publishing
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 evaluation, pseudo-quantitative and probabilistic approaches. As such, it provides methods and techniques for RS & GIS-based models in spatial distribution for all those engaged in the preparation and development of projects, research, training courses and postgraduate studies. Further, the book offers a valuable resource for students using RS & GIS techniques in their studies.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
- Geowissenschaften Geologie GIS, Geoinformatik
- Geowissenschaften Umweltwissenschaften Naturgewalten & Katastrophen
- Geowissenschaften Geographie | Raumplanung Geographie: Allgemeines, Karten & Atlanten
- Geowissenschaften Geologie Geomorphologie, Erosion, Glaziologie
Weitere Infos & Material
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.
