Landslide susceptibility zonation using geospatial technique and analytical hierarchy process in Sikkim Himalaya
This study aims to delineate landslide susceptibility maps using an integrated approach of remote sensing, geographical information system (GIS), and Analytical Hierarchy Process (AHP) method, for Sikkim Himalaya, India. Multiple data as lithology, lineament density, geomorphology, slope, soil, rain...
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2021-10-01
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doaj-4e28bb4487b04524b463b15a9d8da3b02021-08-24T04:07:41ZengElsevierQuaternary Science Advances2666-03342021-10-014100039Landslide susceptibility zonation using geospatial technique and analytical hierarchy process in Sikkim HimalayaIrjesh Sonker0Jayant Nath Tripathi1Anil Kumar Singh2Department of Earth & Planetary Sciences, University of Allahabad, Allahabad, 211 002, IndiaDepartment of Earth & Planetary Sciences, University of Allahabad, Allahabad, 211 002, India; Centre of Disaster Management, University of Allahabad, Allahabad, 211 002, India; Corresponding author. Department of Earth & Planetary Sciences, University of Allahabad, Allahabad, 211 002, India.Department of Earth & Planetary Sciences, University of Allahabad, Allahabad, 211 002, IndiaThis study aims to delineate landslide susceptibility maps using an integrated approach of remote sensing, geographical information system (GIS), and Analytical Hierarchy Process (AHP) method, for Sikkim Himalaya, India. Multiple data as lithology, lineament density, geomorphology, slope, soil, rainfall, drainage density, and land use/land cover have been considered for delineating the landslide susceptibility maps. Spatially distributed maps/thematic layers of all the aforementioned parameters were created using remotely sensed as well as ground data in a GIS environment. These thematic layers were assigned suitable weights on the Saaty's scale according to their relative importance in landslide occurrence in the study area. The assigned weights of the thematic layers and their features were then normalized by using the AHP technique. Finally, all thematic layers were integrated by a weighted linear combination method in a GIS environment to generate landslide susceptibility maps. The delineated landslide susceptibility map in the study area was categorized as ‘Very Low (0.18%)’, ‘Low (63.34%)’, ‘Moderate (0.06%)’, ‘High (33.60%)’, and ‘Very High (2.76%)’, respectively. Area Under the Curve (AUC) curve shows the accuracy assessment of the study area based on AHP model and landslide inventory is 73%. The results of this study may be useful to identify the landslide susceptibility zones.http://www.sciencedirect.com/science/article/pii/S2666033421000186LandslideGeospatial techniqueAnalytical hierarchy processSikkimHimalaya |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Irjesh Sonker Jayant Nath Tripathi Anil Kumar Singh |
spellingShingle |
Irjesh Sonker Jayant Nath Tripathi Anil Kumar Singh Landslide susceptibility zonation using geospatial technique and analytical hierarchy process in Sikkim Himalaya Quaternary Science Advances Landslide Geospatial technique Analytical hierarchy process Sikkim Himalaya |
author_facet |
Irjesh Sonker Jayant Nath Tripathi Anil Kumar Singh |
author_sort |
Irjesh Sonker |
title |
Landslide susceptibility zonation using geospatial technique and analytical hierarchy process in Sikkim Himalaya |
title_short |
Landslide susceptibility zonation using geospatial technique and analytical hierarchy process in Sikkim Himalaya |
title_full |
Landslide susceptibility zonation using geospatial technique and analytical hierarchy process in Sikkim Himalaya |
title_fullStr |
Landslide susceptibility zonation using geospatial technique and analytical hierarchy process in Sikkim Himalaya |
title_full_unstemmed |
Landslide susceptibility zonation using geospatial technique and analytical hierarchy process in Sikkim Himalaya |
title_sort |
landslide susceptibility zonation using geospatial technique and analytical hierarchy process in sikkim himalaya |
publisher |
Elsevier |
series |
Quaternary Science Advances |
issn |
2666-0334 |
publishDate |
2021-10-01 |
description |
This study aims to delineate landslide susceptibility maps using an integrated approach of remote sensing, geographical information system (GIS), and Analytical Hierarchy Process (AHP) method, for Sikkim Himalaya, India. Multiple data as lithology, lineament density, geomorphology, slope, soil, rainfall, drainage density, and land use/land cover have been considered for delineating the landslide susceptibility maps. Spatially distributed maps/thematic layers of all the aforementioned parameters were created using remotely sensed as well as ground data in a GIS environment. These thematic layers were assigned suitable weights on the Saaty's scale according to their relative importance in landslide occurrence in the study area. The assigned weights of the thematic layers and their features were then normalized by using the AHP technique. Finally, all thematic layers were integrated by a weighted linear combination method in a GIS environment to generate landslide susceptibility maps. The delineated landslide susceptibility map in the study area was categorized as ‘Very Low (0.18%)’, ‘Low (63.34%)’, ‘Moderate (0.06%)’, ‘High (33.60%)’, and ‘Very High (2.76%)’, respectively. Area Under the Curve (AUC) curve shows the accuracy assessment of the study area based on AHP model and landslide inventory is 73%. The results of this study may be useful to identify the landslide susceptibility zones. |
topic |
Landslide Geospatial technique Analytical hierarchy process Sikkim Himalaya |
url |
http://www.sciencedirect.com/science/article/pii/S2666033421000186 |
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