Neural network based tomographic approach to detecting the ionospheric anomalies prior to the 2007 Southern Sumatra earthquake

机译：基于神经网络的层析成像方法来检测2007年苏门答腊南部地震之前的电离层异常

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In this paper, neural network based ionospheric tomography was performed to investigate the detailed structure that may be associated with earthquakes. The 2007 Southern Sumatra earthquake (M8.5) is selected because significant decreases in the Total Electron Content (TEC) have been confirmed by GPS data analysis. With respect to the analyzed earthquake, we detected significant decreases at heights of 250–400 km, especially at 300 km. The global tendency is that the decreased region expands to the east with increasing altitude and concentrated in the Southern hemisphere over the epicenter. Furthermore, obtained results are consistent with other satellite observation.

机译：在本文中，进行了基于神经网络的电离层层析成像，以研究可能与地震有关的详细结构。之所以选择2007年苏门答腊岛南部地震（M8.5），是因为GPS数据分析已证实总电子含量（TEC）显着下降。关于分析的地震，我们发现在250–400 km的高度（特别是在300 km的高度）有明显的下降。全球趋势是，随着海拔的升高，减小的区域向东扩展，并集中在震中的南半球。此外，获得的结果与其他卫星观测结果一致。

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《2011 30th URSI General Assembly and Scientific Symposium》|2011年|p.1-4|共4页
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Hirooka Shinji; Hattori Katsumi; Nishihashi Masahide; Takeda Tatsuoki;
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中图分类计算技术、计算机技术;
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1. Neural network based tomographic approach to detect earthquake-related ionospheric anomalies [J] . Hirooka S., Hattori K., Nishihashi M., Natural hazards and earth system sciences . 2011,第8期

机译：基于神经网络的层析成像方法来检测与地震有关的电离层异常
2. Neural network based tomographic approach to detect earthquake-related ionospheric anomalies [J] . Hirooka S., Hattori K., Nishihashi M., Natural Hazards and Earth System Sciences Discussions . 2011,第8期

机译：基于神经网络的断层接种来检测地震相关电离层异常
3. Development of Ionospheric Tomography Using Neural Network and Its Application to the 2007 Southern Sumatra Earthquake [J] . SHINJI HIROOKA, KATSUMI HATTORI, MASAHIDE NISHIHASHI, Electrical engineering in Japan . 2012,第4期

机译：基于神经网络的电离层层析成像技术的发展及其在2007年苏门答腊南部地震中的应用
4. Neural network based tomographic approach to detecting the ionospheric anomalies prior to the 2007 Southern Sumatra earthquake [C] . Shinji Hirooka, Katsumi Hattori, Masahide Nishihashi, URSI General Assembly and Scientific Symposium . 2011

机译：基于神经网络的基于断层扫描方法来检测2007年南苏门答腊地震前的电离层异常
5. A neural network approach to detect traffic anomalies in a communication network. [D] . Viens, Francois. 1992

机译：一种神经网络方法，用于检测通信网络中的流量异常。
6. Criticality Analysis of the Lower Ionosphere Perturbations Prior to the 2016 Kumamoto (Japan) Earthquakes as Based on VLF Electromagnetic Wave Propagation Data Observed at Multiple Stations [O] . Stelios M. Potirakis, Tomokazu Asano, Masashi Hayakawa 2018

机译：基于多个站观察到的基于VLF电磁波传播数据的2016熊本（日本）地震前较低的电离层扰动的关键性分析
7. Neural network based tomographic approach to detect earthquake-related ionospheric anomalies [O] . S. Hirooka, K. Hattori, M. Nishihashi, 2011

机译：基于神经网络的层析成像方法来检测与地震有关的电离层异常

Neural network based tomographic approach to detecting the ionospheric anomalies prior to the 2007 Southern Sumatra earthquake

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