Regional Thermal Radiation Characteristics of FY Satellite Remote Sensing Based on Big Data Analysis

被引:0
作者
Wen, Tao [1 ]
Wei, Congxin [2 ]
Wang, Zhenyi [2 ]
Wang, Linzhu [1 ]
Yang, Zihan [1 ]
Gu, Tingting [3 ]
机构
[1] Gansu Comp Ctr, Lanzhou 730030, Peoples R China
[2] Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Peoples R China
[3] Gansu Zijin Cloud Big Data Dev Co Ltd, Jinchang 737100, Peoples R China
关键词
satellite thermal radiation remote sensing; multiscale time-frequency relative power spectrum analysis; thermal radiation background; thermal anomaly; TEMPERATURE-INCREASE; EARTHQUAKES; ANOMALIES;
D O I
10.3390/s23208446
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
It is of great significance to study the thermal radiation anomalies of earthquake swarms in the same area in terms of selecting abnormal characteristic determination parameters, optimizing and determining the processing model, and understanding the abnormal machine. In this paper, we investigated short-term and long-term thermal radiation anomalies induced by earthquake swarms in Iran and Pakistan between 2007 and 2016. The anomalies were extracted from infrared remote sensing black body temperature data from the China Geostationary Meteorological Satellites (FY-2C/2E/2F/2G) using the multiscale time-frequency relative power spectrum (MS T-FRPS) method. By analyzing and summarizing the thermal radiation anomalies of series earthquake groups with consistency law through a stable and reliable MS T-FRPS method, we first obtained the relationship between anomalies and ShakeMaps from USGS and proposed the anomaly regional indicator (ARI) to determine seismic anomalies and the magnitude decision factor (MDF) to determine seismic magnitude. In addition, we explored the following discussions: earthquake impact on regional thermal radiation background and the relationship between thermal anomalies and earthquake magnitude and the like. Future research directions using the MS T-FRPS method to characterize regional thermal radiation anomalies induced by strong earthquakes could help improve the accuracy of earthquake magnitude determination.
引用
收藏
页数:24
相关论文
共 29 条
[1]  
Akansu AliN., 1992, Multiresolution Signal Decomposition : Transforms, Subbands, Wavelets
[2]  
CORDIS RTD-PROJECTS, 2000, Regular Update of Seismic Hazard Maps through Thermal Space Observations, V10
[3]  
GORNYI VI, 1988, DOKL AKAD NAUK SSSR+, V301, P67
[4]  
[郭晓 Guo Xiao], 2014, [地震学报, Acta Seismologica Sinica], V36, P175
[5]  
Hessami K., 2006, J SEISMOL EARTHQ ENG, V8, P1
[6]  
Ma J., 2006, Chin. J. Geophys, V49, P707, DOI [10.1002/cjg2.885, DOI 10.1002/CJG2.885]
[7]   Mid-infrared emission prior to strong earthquakes analyzed by remote sensing data [J].
Ouzounov, D ;
Freund, F .
MONITORING OF CHANGES RELATED TO NATURAL AND MANMADE HAZARDS USING SPACE TECHNOLOGY, 2004, 33 (03) :268-273
[8]   Satellite thermal IR phenomena associated with some of the major earthquakes in 1999-2003 [J].
Ouzounov, Dimitar ;
Bryant, Nevin ;
Logan, Thomas ;
Pulinets, Sergey ;
Taylor, Patrick .
PHYSICS AND CHEMISTRY OF THE EARTH, 2006, 31 (4-9) :154-163
[9]   MODIS land surface temperature data detects thermal anomaly preceding 8 October 2005 Kashmir earthquake [J].
Panda, S. K. ;
Choudhury, S. ;
Saraf, A. K. ;
Das, J. D. .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2007, 28 (20) :4587-4596
[10]  
PINTY B, 2003, EOS T AM GEOPHYS UN, V84, P37