中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Postearthquake Landslides Mapping From Landsat-8 Data for the 2015 Nepal Earthquake Using a Pixel-Based Change Detection Method

文献类型:期刊论文

作者Zhao, Wei1; Li, Ainong1; Nan, Xi1,2; Zhang, Zhengjian1,3; Lei, Guangbin1
刊名IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING
出版日期2017
卷号10期号:5页码:1758-1768
ISSN号1939-1404
关键词Change detection Landsat-8 landslide Nepal earthquake remote sensing
通讯作者Li, Ainong
英文摘要

The 2015 Nepal earthquake and its aftershocks not only caused huge damage with severe loss of life and property, also induced many geohazards with the major type of landslide which should bring continuous threats to the affected region. To gain a better understanding of the landslides induced by this earthquake, we proposed a pixel-based change detection method for postearthquake landslide mapping by using bitemporal Landsat-8 remote sensing data [May 29, 2014 (pre-earthquake) and June 1, 2015 (postearthquake)]. Two river valleys (Trishuli river valley and Sun Koshi river valley) that contain important economic arteries linking Nepal and China were selected as the study areas. Validation of the mapping results with postearthquake high-resolution images from Google Earth shows that the pixel-based landslide mapping method is able to identify landslides with relatively high accuracy, and it also approves the applicability of Landsat-8 satellite for landslide mapping with its multispectral information. The spatial distribution analysis indicates that both river valleys are substantially affected by landslides, and the situation is even more serious in the high mountain areas. Landslides are generally found in areas of high elevation and large surface slopes, with mean values above 1600 m and 30 degrees, respectively. These findings suggest that these areas suffer greatly from these geohazards, and the threat will continue for the next few years.

收录类别SCI
语种英语
WOS记录号WOS:000399682500008
源URL[http://ir.imde.ac.cn/handle/131551/18645]  
专题成都山地灾害与环境研究所_数字山地与遥感应用中心
作者单位1.Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Peoples R China
2.Chengdu Univ Technol, Geosci Coll, Chengdu 610059, Peoples R China
3.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
推荐引用方式
GB/T 7714
Zhao, Wei,Li, Ainong,Nan, Xi,et al. Postearthquake Landslides Mapping From Landsat-8 Data for the 2015 Nepal Earthquake Using a Pixel-Based Change Detection Method[J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING,2017,10(5):1758-1768.
APA Zhao, Wei,Li, Ainong,Nan, Xi,Zhang, Zhengjian,&Lei, Guangbin.(2017).Postearthquake Landslides Mapping From Landsat-8 Data for the 2015 Nepal Earthquake Using a Pixel-Based Change Detection Method.IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING,10(5),1758-1768.
MLA Zhao, Wei,et al."Postearthquake Landslides Mapping From Landsat-8 Data for the 2015 Nepal Earthquake Using a Pixel-Based Change Detection Method".IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 10.5(2017):1758-1768.

入库方式: OAI收割

来源:成都山地灾害与环境研究所

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