Early damaged area estimation system using DMSP-OLS night-time imagery

被引:69
|
作者
Kohiyama, M
Hayashi, H
Maki, N
Higashida, M
机构
[1] Univ Tokyo, Inst Ind Sci, Meguro Ku, Tokyo 1538505, Japan
[2] Natl Res Inst Earth Sci & Disaster Prevent, Earthquake Disaster Mitigat Res Ctr, Chuo Ku, Kobe, Hyogo 6510073, Japan
[3] NOAA, Natl Geophys Data Ctr, Boulder, CO 80303 USA
[4] Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80303 USA
关键词
D O I
10.1080/01431160310001595033
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
The disaster information system, the Early Damaged Area Estimation System (EDES), was developed to estimate damaged areas of natural disaster using the night-time imagery of the Defense Meteorological Satellite Program Operational Linescan System (DMSP-OLS). The system employs two estimation methods to detect the city lights loss or reduction as possible impacted areas; one is the bi-temporal images (BTI) method and the other is the time-series images (TSI) method. Both methods are based on significance tests assuming that brightness of city lights fluctuates as normal random variables, and the BTI method is simplified by introducing the assumption that the standard deviation of city lights fluctuation is constant. The validity of the estimation method is discussed based on the result of the application to the 2001 Western India earthquake disaster. The estimation results identify the damaged areas distant from the epicentre fairly well, especially when using the TSI method. The system is designed to estimate the global urban damage and to provide geographic information through the Internet within 24 h after a severe disaster event. The information is expected to support the disaster response and relief activities of governments and non-governmental organizations.
引用
收藏
页码:2015 / 2036
页数:22
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