Volumetric Analysis of the Landslide in Abe Barek, Afghanistan Based on Nonlinear Mapping of Stereo Satellite Imagery-Derived DEMs

被引:10
作者
Atefi, Mujeeb Rahman [1 ,2 ]
Miura, Hiroyuki [3 ]
机构
[1] Hiroshima Univ, Dept Architecture, Kagamiyama 1-4-1, Higashihiroshima, Hiroshima 7398527, Japan
[2] Balkh Univ, Fac Engn, Mazar I Sharif 1701, Balkh, Afghanistan
[3] Hiroshima Univ, Dept Adv Sci & Engn, Kagamiyama 1-4-1, Higashihiroshima, Hiroshima 7398527, Japan
基金
日本学术振兴会;
关键词
landslide; volume; digital elevation model; geometric correction; stereo satellite imagery; DEPOSITS; SOIL;
D O I
10.3390/rs13030446
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
On 2 May 2014, a large-scale landslide in Abe Barek, Badakhshan, Afghanistan, produced extensive damage to the buildings and killed hundreds of people. Evaluations of the extent and the volume of the displaced materials are vital for post-disaster management activities. In this study, we present the applicability of a nonlinear geometric correction technique for decreasing the undesired registration errors between pre- and post-event digital elevation models (DEMs) generated from high-resolution stereo pair satellite imagery, identifying landslide affected areas, and quantifying the landslide volume from DEMs of difference (DoD) analysis. The nonlinear mapping method consists of shifting vector generation in subareas of the DEMs, consensus operations, and interpolation of the shifting vectors. The quality assessment confirmed that the method outperformed the simple DoD technique by eliminating a large-scale of geometric errors in an unaffected area. We estimated the volume of the landslide as 1.05 x 10(6) m(3) from the DoD corrected by the nonlinear method, and discussed the relationship between the area and volume compared to those of the previous studies.
引用
收藏
页数:22
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