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Long-Term Monitoring of the Impacts of Disaster on Human Activity Using DMSP/OLS Nighttime Light Data: A Case Study of the 2008 Wenchuan, China Earthquake
被引:31
|作者:
Li, Xue
[1
]
Zhan, Cong
[1
]
Tao, Jianbing
[2
]
Li, Liang
[3
]
机构:
[1] China Earthquake Adm, Inst Seismol, Key Lab Earthquake Geodesy, 40 Hongshance Rd, Wuhan 430071, Hubei, Peoples R China
[2] Cent China Normal Univ, Sch Urban & Environm Sci, Key Lab Geog Proc Anal & Simulat Hubei Prov, 152 Luoyu Rd, Wuhan 430079, Hubei, Peoples R China
[3] Third Acad Engn Surveying & Mapping Sichuan Prov, 2 Xinjun Rd Xindu Dist, Chengdu 610500, Sichuan, Peoples R China
基金:
中国国家自然科学基金;
关键词:
Wenchuan earthquake;
nighttime light;
intercalibration;
human activity;
reconstruction and recovery;
TIME-SERIES;
AREA;
D O I:
10.3390/rs10040588
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Time series monitoring of earthquake-stricken areas is significant in evaluating post-disaster reconstruction and recovery. The time series of nighttime light (NTL) data collected by the defense meteorological satellite program-operational linescan system (DMSP/ OLS) sensors provides a unique and valuable resource to study changes in human activity (HA) because of the long period of available data. In this paper, the DMSP/ OLS NTL images' digital number (DN) is used as a proxy for the intensity of HA since there is a high correlation between them. The purpose of this study is to develop a methodology to analyze the changes of intensity and distribution of HA in different areas affected by a 2008 earthquake in Wenchuan, China. In order to compare the trends of HA before and after the earthquake, the DMSP/ OLS NTL images from 2003 to 2013 were processed and analyzed. However, their analysis capability is greatly limited owing to a lack of in-flight calibration. To improve the continuity and comparability of DMSP/ OLS NTL images, this study developed an automatic intercalibration method to systematically correct NTL data. The results reveal that: (1) compared with the HA before the earthquake, the reconstruction and recovery of the Wenchuan earthquake have led to a significant increase of HA in earthquake-stricken areas within three years after the earthquake; (2) the fluctuation of HA in a severely-affected area is greater than that in a less-affected area; (3) recovery efforts increase development in the most affected areas to levels that exceeded the rates in similar areas which experienced less damage; and (4) areas alongside roads and close to reconstruction projects exhibited increased development in regions with otherwise low human activity.
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页数:17
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