Arid
DOI10.3390/rs5062590
Supervised Method of Landslide Inventory Using Panchromatic SPOT5 Images and Application to the Earthquake-Triggered Landslides of Pisco (Peru, 2007, Mw8.0)
Lacroix, Pascal1; Zavala, Bilberto2; Berthier, Etienne3; Audin, Laurence1
通讯作者Lacroix, Pascal
来源期刊REMOTE SENSING
ISSN2072-4292
出版年2013
卷号5期号:6页码:2590-2616
英文摘要

Earthquake is one of the dominant triggering factors of landslides. Given the wide areas covered by mega earthquake-triggered landslides, their inventory requires development of automatic or semi-automatic methods applied to satellite imagery. A detection method is here proposed for this purpose, to fit with simple datasets; SPOT5 panchromatic images of 5 m resolution coupled with a freely and globally available DEM. The method takes advantage of multi-temporal images to detect changes based on radiometric variations after precise coregistration/orthorectification. Removal of false alarms is then undertaken using shape, orientation and radiometric properties of connected pixels defining objects. 80% of the landslides and 93% of the landslide area are detected indicating small omission errors but 50% of false alarms remain. They are removed using expert based analysis of the inventory. The method is applied to realize the first comprehensive inventory of landslides triggered by the Pisco earthquake (Peru, 15/08/2007, Mw 8.0) over an area of 27,000 km(2). 866 landslides larger than 100 m(2) are detected covering a total area of 1.29 km(2). The area/number distribution follows a power-law with an exponent of 1.63, showing a very particular regime of triggering in this arid environment compared to other areas in the world. This specific triggering can be explained by the little soil cover in the coastal and forearc regions of Peru. Analysis of this database finally shows a major control of the topography (both orientation and inclination) on the repartition of the Pisco-triggered landslides.


英文关键词landslides triggering earthquake inventories detection optical imagery SPOT5 Peru power-law topography
类型Article
语种英语
国家France ; Peru
收录类别SCI-E
WOS记录号WOS:000320771100002
WOS关键词WENCHUAN EARTHQUAKE ; SATELLITE IMAGES ; GROUND MOTIONS ; INTERFEROMETRY ; SEGMENTATION ; CALIFORNIA ; EVENT ; CHINA ; MAPS ; SIZE
WOS类目Remote Sensing
WOS研究方向Remote Sensing
来源机构French National Research Institute for Sustainable Development
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/179713
作者单位1.Univ Grenoble, CNRS, IRD, ISTerre, F-38041 Grenoble, France;
2.INGEMMET, Lima 41, Peru;
3.Univ Toulouse, CNRS, LEGOS, F-31400 Toulouse, France
推荐引用方式
GB/T 7714
Lacroix, Pascal,Zavala, Bilberto,Berthier, Etienne,et al. Supervised Method of Landslide Inventory Using Panchromatic SPOT5 Images and Application to the Earthquake-Triggered Landslides of Pisco (Peru, 2007, Mw8.0)[J]. French National Research Institute for Sustainable Development,2013,5(6):2590-2616.
APA Lacroix, Pascal,Zavala, Bilberto,Berthier, Etienne,&Audin, Laurence.(2013).Supervised Method of Landslide Inventory Using Panchromatic SPOT5 Images and Application to the Earthquake-Triggered Landslides of Pisco (Peru, 2007, Mw8.0).REMOTE SENSING,5(6),2590-2616.
MLA Lacroix, Pascal,et al."Supervised Method of Landslide Inventory Using Panchromatic SPOT5 Images and Application to the Earthquake-Triggered Landslides of Pisco (Peru, 2007, Mw8.0)".REMOTE SENSING 5.6(2013):2590-2616.
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