A Technical Survey of Various Methodologies for Landslide Susceptibility Mapping and Hazard Analysis
نویسنده
چکیده
The effect of landslide and its consequences always impact negatively on the inhabitants of a certain region or zone. The overall damage of socioeconomic structure and loss of human lives always a matter of concern. Numerous approaches of landslide susceptibility mapping, hazard analysis have been developed and in most cases remote sensing, Geographical Information System (GIS) remains the core of the developed model. In this paper a detailed technical review of various satellite images and based on those inputs, developed methodologies have been discussed to draw and monitor general synopsis of the developed landslide susceptibility mapping and hazard analysis techniques and systems. Discussion on Various satellite image dataset of SPOT-5, MODIS, Quickbird, IKONOS, ALOS AVNIR, TerraSAR-X and use of software such as E-GEOs, GAMMA package, Geomatica, ERDAS Imagine etc. working on those datasets also been recognized. The importance of Image processing techniques such as Brovey Transform method, Smoothing filter-based modulation, Image Fusion, on such datasets have been illustrated. Change monitoring methodologies of a geographical region based on normalized vegetation index (NDVI) also been analyzed. KeywordsLandslide, GIS, SAR, TerraSAR, DInSAR, Interferogram, Remote sensing, LiDAR, Time series analysis, High Resolution images, QUICKBIRD, Image mosaic, NDVI, ERDAS, Analytic Hierarchy Process, Image Fusion
منابع مشابه
اولویتبندی عوامل موثر بر وقوع زمینلغزش و تهیه نقشه حساسیت آن با استفاده از الگوریتم نوین جنگل تصادفی (مطالعه موردی: بخشی از استان گلستان)
Landslide as a natural hazard is very dangerous especially in mountainous areas that result in loss of human life and property around the world. Iran is always exposed to landslide hazard especially in the north and west because of climatic and topographic conditions. The aim of this research is prioritization of landslide-conditioning factors and its landslide susceptibility mapping in the par...
متن کاملپهنهبندی خطر زمینلغزش با استفاده از روش آماری رگرسیون لجستیک در حوضه آبریز لواسانات
18 - Ayalew. L. Yamagishi. H. Marui. H & Kanno. T. (2005). "Landslides in Sado Island of Japan: Part II. GIS-based susceptibility mapping with comparisons of results from two methods and verifications.", Engineering Geology 81. (2005). 432– 445. 19 - Ayalew,l. and Yamagishi, H. (2005):The application of GIS –based logistic regression for landslide susceptibility mapping in the Kakuda-Yaahiko M...
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