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ANALYSIS OF CHANGE DETECTION ALGORITHMS WITH LANDSAT-8 DATA ON LANDSLIDE MAPPING IN THE KAIKOURA EARTHQUAKE

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成果类型:
会议论文
作者:
Li, Liwei*;Wu, Yixin;Zhou, Xianfeng;Liu, Linyi;Wei, Yunxia;...
通讯作者:
Li, Liwei
作者机构:
[Peng, Dailiang; Liu, Linyi; Lei, Liping; Zhang, Bing; Li, Liwei; Zhou, Xianfeng; Huang, Wenjiang; Wu, Yixin; Wei, Yunxia] Chinese Acad Sci, Univ Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, 9 Deng Zhuang South Rd, Beijing 100094, Peoples R China.
[Wu, Yixin] Cent China Normal Univ, Coll Urban & Environm Sci, Luoyu Rd 152, Wuhan 430065, Hubei, Peoples R China.
通讯机构:
[Li, Liwei] C
Chinese Acad Sci, Univ Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, 9 Deng Zhuang South Rd, Beijing 100094, Peoples R China.
语种:
英文
关键词:
change detection;landslide;mapping;Landsat-8;Kaikoura earthquake
期刊:
2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)
ISSN:
2153-6996
年:
2017
页码:
1950-1953
会议名称:
IEEE International Geoscience & Remote Sensing Symposium
会议论文集名称:
IEEE International Symposium on Geoscience and Remote Sensing IGARSS
会议时间:
JUL 23-28, 2017
会议地点:
Fort Worth, TX
会议主办单位:
[Li, Liwei;Wu, Yixin;Zhou, Xianfeng;Liu, Linyi;Wei, Yunxia;Peng, Dailiang;Lei, Liping;Huang, Wenjiang;Zhang, Bing] Chinese Acad Sci, Univ Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, 9 Deng Zhuang South Rd, Beijing 100094, Peoples R China.^[Wu, Yixin] Cent China Normal Univ, Coll Urban & Environm Sci, Luoyu Rd 152, Wuhan 430065, Hubei, Peoples R China.
会议赞助商:
Institute of Elect & Electron Engineers Geoscience & Remote Sensing Soc, IEEE, IEEE GRSS
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-5090-4951-6
基金类别:
National Key Research and Development Program of China from MOST [2016YFB0501501]; National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [91638201]
机构署名:
本校为其他机构
院系归属:
城市与环境科学学院
摘要:
This paper analyzes four practical change detection algorithms with Landsat-8 data on landslide mapping in the Kaikoura earthquake happened on November 14, 2016. Eleven band groups built from seven reflective bands of Landsat-8 data were used in the experiment. Total 21 change detection results based on various combinations of band groups and algorithms were obtained. The results were qualitatively and quantitatively analyzed based on manual interpretation and the ROC curve. It shows that all results have high false alarm rates and the accuracy varies for different combinations. Further analys...

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