首页> 外文期刊>Journal of atmospheric and solar-terrestrial physics >Pre-seismic ionospheric anomalies and spatio-temporal analyses of MODIS Land surface temperature and aerosols associated with Sep, 24 2013 Pakistan Earthquake
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Pre-seismic ionospheric anomalies and spatio-temporal analyses of MODIS Land surface temperature and aerosols associated with Sep, 24 2013 Pakistan Earthquake

机译:莫迪斯土地表面温度和气溶胶的抗震电离层异常和时空分析与9月24日巴基斯坦地震有关

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摘要

This study aims to investigate the behaviors of the potential earthquake precursors such as Total Electron Content (TEC), daytime/nighttime Land Surface Temperature (LST) and aerosols before and after the 2013 Mw 7.7 Awaran (Pakistan) earthquake. TEC values were obtained from Global Positioning System (GPS) measurements, and LST and aerosol values were retrieved from Moderate Resolution Imaging Spectroradiometer (MODIS) instrument aboard the Terra and Aqua satellites, respectively. In order to detect the anomalies, moving median method was used in TEC analyses and +2 sigma (95% confidence level) interval was utilized in LST and Aerosol Optical Depth (AOD) analyses as anomaly indicator. TEC anomalies were identified 3 days (21.09.2013) and 5 days (19.09.2013) before the earthquake. In daytime/nighttime LST analyses, three regions of interest for spatial analyses were determined including epicenter, 10 km impact area around the epicenter and Modified Mercalli Intensity (MMI) 7.5 contour which was presented in the United States Geological Survey (USGS)'s shake map. Different anomalous days of LST were observed from these three regions of interest. In AOD analysis, only MMI 7.5 contour was considered due to its low spatial resolution (10 x 10km pixel size). The anomaly in AOD values was observed on 29.09.2013, 5 days after the earthquake. However, the abnormal behavior of AOD on 21.09.2013 was consistent with GPS-TEC anomaly. Furthermore, considering daytime/nighttime LST values on epicenter and 10 km impact area, we observed a systematic increase culminated near the earthquake event and a decrease after the earthquake. On the contrary, a systematic decrease and then increase of the AOD values were identified. The obtained results showed that TEC, LST and AOD were important potential precursors for Earthquake prediction; however, further developments on methods, data types and statistical analyses are still required.
机译:本研究旨在调查2013 MW 7.7 Awaran(巴基斯坦)地震之前和之后的全电子含量(TEC),白天/夜间地表温度(LST)和气溶胶等潜在地震前体的行为。 TEC值是从全球定位系统(GPS)测量获得的值,并从中等分辨率成像光谱仪(MODIS)仪器上检索LST和气溶胶值。为了检测异常,在TEC分析中使用移动中值方法,在LST和气溶胶光学深度(AOD)分析中,使用+2 sigma(95%置信水平)间隔作为异常指示剂。 TEC异常被确定在地震前3天(21.09.2013)和5天(19.09.2013)。在白天/夜间LST分析中,在震中和修改的梅尔利强度(MMI)的地质调查(USGS)的震动中,确定了三个空间分析区域的空间分析区域地图。从这三个兴趣区域观察到LST的不同异常日。在AOD分析中,由于其低空间分辨率(10×10km像素大小),仅考虑MMI 7.5轮廓。在地震发生后5天的29.09.2013中观察到AOD值的异常。然而,AOD在21.09.2013上的异常行为与GPS-TEC异常一致。此外,考虑到震中和10公里冲击区域的白天/夜间LST值,我们观察到靠近地震事件附近的系统增加,并在地震后减少。相反,鉴定了系统的降低,然后识别了AOD值的增加。得到的结果表明,TEC,LST和AOD是地震预测的重要潜在前体;但是,仍然需要进一步的方法,数据类型和统计分析。

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