Geoinformatics and Modelling of Landslide Susceptibility and Risk
Springer International Publishing (Verlag)
978-3-030-10494-8 (ISBN)
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.
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.
| Erscheinungsdatum | 13.06.2019 |
|---|---|
| Reihe/Serie | Environmental Science | Environmental Science and Engineering |
| Zusatzinfo | XIII, 223 p. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 517 g |
| Themenwelt | Naturwissenschaften ► Geowissenschaften ► Geologie |
| Schlagworte | Basin Scale Landslide Studies • Environmental Geography • Geoinformatics and Landslide • Landslide Susceptibility and Risk • Remote Sensing/Photogrammetry • Semi-quantitative Approaches and landslide • Statistical Approaches in Landslides |
| ISBN-10 | 3-030-10494-X / 303010494X |
| ISBN-13 | 978-3-030-10494-8 / 9783030104948 |
| Zustand | Neuware |
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