Correlation Between Space Borne Night-Time Light Data and Seismic Activity in Mountainous Region of Shughnon, Tajikistan

被引:0
作者
Mudit, Mathur [1 ]
Bhatia, Sanjay [1 ]
Thakur, Praveen K. [2 ]
Chauhan, Prakash [3 ]
机构
[1] Coll Def Management, Hyderabad 500090, India
[2] Indian Inst Remote Sensing, Dehra Dun 24800, Uttarakhand, India
[3] Natl Remote Sensing Ctr ISRO, Hyderabad 500042, Telangana, India
关键词
Space-borne sensor; Urbanization; Night-time light; Earthquake; Recovery progress; PRODUCT; IMAGERY;
D O I
10.1007/s12524-024-02000-2
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The seismically active Shughnon district of the central-western part of the Gorno-Badakhshan Autonomous Region of Tajikistan nestled within the Pamir Mountain range, has experienced a significant number of seismic events of moderate to strong magnitude (> 4.0 to 6.8M(w)) in the last decade. A deeper understanding and investigation of aftershock patterns and any potential seismic precursors is necessary for forecasting seismic hazards and its impact on human life, settlement and property. In this regard, utilization and correlation of night light disturbances data and night-time light emission anomalies against any pre- or post-seismic event offers a novel and unique approach to quantify the seismic impact on the mega cities especially situated in seismically active hilly and mountainous terrain. The study explores and examine the possible application of the Space borne night light imaging of Visible Infrared Imaging Radiometer Suite (VIIRS) as a potential tool for post-seismic impacts assessment and identification of any potential precursors or patterns of seismic activity and its impact on the mega city of Shughnon, Tajikistan. A retrospective analysis of VIIRS data cross-referencing with available historical seismic records of an eleven-year period (from 2012 to 2023) was evaluated and quantified by observing the variations in night light patterns and emission anomalies. About 15% reduction in night light brightness observed prior to three earthquakes, potentially linked to preemptive power grid shutdowns, infrastructure damage and population displacement. Post-earthquake imagery indicated a 60% decrease in lit areas and Recovery progress was quantified by a gradual 5% monthly increase in night light brightness, signaling restoration efforts.
引用
收藏
页码:587 / 598
页数:12
相关论文
共 23 条
[1]   Advances in using multitemporal night-time lights satellite imagery to detect, estimate, and monitor socioeconomic dynamics [J].
Bennett, Mia M. ;
Smith, Laurence C. .
REMOTE SENSING OF ENVIRONMENT, 2017, 192 :176-197
[2]   Detecting and monitoring long-term landslides in urbanized areas with nighttime light data and multi-seasonal Landsat imagery across Taiwan from 1998 to 2017 [J].
Chen, Tzu-Hsin Karen ;
Prishchepov, Alexander, V ;
Fensholt, Rasmus ;
Sabel, Clive E. .
REMOTE SENSING OF ENVIRONMENT, 2019, 225 :317-327
[3]   Detection of Urban Damage Using Remote Sensing and Machine Learning Algorithms: Revisiting the 2010 Haiti Earthquake [J].
Cooner, Austin J. ;
Shao, Yang ;
Campbell, James B. .
REMOTE SENSING, 2016, 8 (10)
[4]   Using satellite images of nighttime lights to predict the economic impact of COVID-19 in India [J].
Dasgupta, Nataraj .
ADVANCES IN SPACE RESEARCH, 2022, 70 (04) :863-879
[5]  
Deep A., 2021, ENV RESILIENCE TRANS, p716 37, DOI [10.1016/718B978, DOI 10.1016/718B978]
[6]   VIIRS night-time lights [J].
Elvidge, Christopher D. ;
Baugh, Kimberly ;
Zhizhin, Mikhail ;
Hsu, Feng Chi ;
Ghosh, Tilottama .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2017, 38 (21) :5860-5879
[7]   Post-Earthquake Night-Time Light Piecewise (PNLP) Pattern Based on NPP/VIIRS Night-Time Light Data: A Case Study of the 2015 Nepal Earthquake [J].
Gao, Shengjun ;
Chen, Yunhao ;
Liang, Long ;
Gong, Adu .
REMOTE SENSING, 2020, 12 (12)
[8]   Analysis of urbanization dynamics in mainland China using pixel-based night-time light trajectories from 1992 to 2013 [J].
Ju, Yang ;
Dronova, Iryna ;
Ma, Qin ;
Zhang, Xiang .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2017, 38 (21) :6047-6072
[9]   Estimation of the PM2.5 Pollution Levels in Beijing Based on Nighttime Light Data from the Defense Meteorological Satellite Program-Operational Linescan System [J].
Li, Runya ;
Liu, Xiangnan ;
Li, Xuqing .
ATMOSPHERE, 2015, 6 (05) :607-622
[10]   Assessment of the impact of the 2010 Haiti earthquake on human activity based on DMSP/OLS time series nighttime light data [J].
Li, Xue ;
Liu, Zhumei ;
Chen, Xiaolin ;
Meng, Qingxiang .
JOURNAL OF APPLIED REMOTE SENSING, 2019, 13 (04)