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Quantitative landslide hazard assessment along a transportation corridor in southern India
AbstractA quantitative model for landslide hazard assessment on natural slopes is presented for a transportation corridor of the Nilgiri Hills in southern India. The data required for the hazard assessment were mostly obtained from historical records. For the hazard modeling, a landslide inventory map was prepared from technical reports and maintenance records for a road and a railroad, available for a 21year period from 1987 to 2007. Most landslides are shallow translational debris slides and debris flow slides triggered by rainfall. On natural slopes landslides occurred as first-time failures.A logistic regression model was used to determine the spatial probability of landslides for each pixel by taking the source area of the existing landslides as dependent, and slope angle, aspect, regolith thickness and land use as independent variables. The temporal probability of landslides was estimated indirectly using the exceedance probability of the rainfall threshold required to trigger landslides for the first time on natural slopes. The probability of landslide size was estimated as frequency percentage of landslide volume, a proxy for landslide magnitude, and the percentage values were then expressed as probability. By assuming independence among the three probabilities, a quantitative estimate of a landslide hazard was obtained as the joint probability of landslide volume, of landslide occurrence in an established time period and of spatial probability of a landslide initiation. The models were validated using the rainfall and landslide events that occurred during 2008 and 2009.Total 12 specific landslide hazard maps were generated considering six time periods (1, 3, 5, 15, 25 and 50years), and two landslide volumes (volume exceeding 1000m3 and 10,000m3).
Research Highlights► Quantitative hazard analysis of first-time slope failures on natural slopes. ► Temporal probability of landsliding estimated based on rainfall threshold. ► Hazard as joint probability of size, of spatial and of temporal occurrence of landslides.
Quantitative landslide hazard assessment along a transportation corridor in southern India
AbstractA quantitative model for landslide hazard assessment on natural slopes is presented for a transportation corridor of the Nilgiri Hills in southern India. The data required for the hazard assessment were mostly obtained from historical records. For the hazard modeling, a landslide inventory map was prepared from technical reports and maintenance records for a road and a railroad, available for a 21year period from 1987 to 2007. Most landslides are shallow translational debris slides and debris flow slides triggered by rainfall. On natural slopes landslides occurred as first-time failures.A logistic regression model was used to determine the spatial probability of landslides for each pixel by taking the source area of the existing landslides as dependent, and slope angle, aspect, regolith thickness and land use as independent variables. The temporal probability of landslides was estimated indirectly using the exceedance probability of the rainfall threshold required to trigger landslides for the first time on natural slopes. The probability of landslide size was estimated as frequency percentage of landslide volume, a proxy for landslide magnitude, and the percentage values were then expressed as probability. By assuming independence among the three probabilities, a quantitative estimate of a landslide hazard was obtained as the joint probability of landslide volume, of landslide occurrence in an established time period and of spatial probability of a landslide initiation. The models were validated using the rainfall and landslide events that occurred during 2008 and 2009.Total 12 specific landslide hazard maps were generated considering six time periods (1, 3, 5, 15, 25 and 50years), and two landslide volumes (volume exceeding 1000m3 and 10,000m3).
Research Highlights► Quantitative hazard analysis of first-time slope failures on natural slopes. ► Temporal probability of landsliding estimated based on rainfall threshold. ► Hazard as joint probability of size, of spatial and of temporal occurrence of landslides.
Quantitative landslide hazard assessment along a transportation corridor in southern India
Jaiswal, Pankaj (author) / van Westen, Cees J. (author) / Jetten, Victor (author)
Engineering Geology ; 116 ; 236-250
2010-09-07
15 pages
Article (Journal)
Electronic Resource
English
Quantitative landslide hazard assessment along a transportation corridor in southern India
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Quantitative assessment of landslide hazard along transportation lines using historical records
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| British Library Online Contents | 2011