Title :
Landslide susceptibility mapping using LiDAR derived factors and frequency ratio model: Ulu Klang area, Malaysia
Author :
Latif, Z.A. ; Aman, Siti Nur Afiqah ; Pradhan, Biswajeet
Author_Institution :
Centre of Studies Surveying Sci. & Geomatics, UiTM, Shah Alam, Malaysia
Abstract :
Landslides are one of the most important natural hazards which have been a major focus of investigation for international community. The consequences from its occurrences are highly contributed to enormous damages and economical losses in Malaysia. This has been recognized by many professional authorities and has led to a number of landslide hazard and risk mapping both in qualitative and quantitative ways. In this research, LiDAR data was used to generate landslide geomorphological surface. The landslide conditioning factors considered for the study area were slope gradient, curvature, topographic wetness index and soil type. The correlation of each parameter with landslide occurrences was then measured by using probabilistic based frequency ratio method and landslide susceptibility map was produced. The landslide susceptibility map can be very useful for general landuse planning.
Keywords :
geomorphology; land use planning; remote sensing by radar; LiDAR data; Lidar derived factors; Malaysia; Ulu Klang Area; economical losses; frequency ratio model; general landuse planning; international community; landslide conditioning factors; landslide geomorphological surface; landslide hazard; landslide risk mapping; landslide susceptibility map; landslide susceptibility mapping; natural hazards; probabilistic based frequency ratio method; professional authorities; topographic wetness index; Correlation; Geology; Hazards; Indexes; Laser radar; Surface topography; Terrain factors; Frequency Ratio; GIS; Geomorphological Surface; Landslide; LiDAR;
Conference_Titel :
Signal Processing and its Applications (CSPA), 2012 IEEE 8th International Colloquium on
Conference_Location :
Melaka
Print_ISBN :
978-1-4673-0960-8
DOI :
10.1109/CSPA.2012.6194753