Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.3390/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
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ISSN | 2072-4292 |
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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