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Development of the Inversion Method for Transient Electromagnetic Data

文献类型：期刊论文

作者Xue, Guoqiang2,3,4; Li, Hai2,4; He, Yiming2,3,4; Xue, Junjie1; Wu, Xin2,3,4
刊名IEEE ACCESS
出版日期2020
卷号8页码:146172-146181
关键词Mathematical model Data models Stochastic processes Inverse problems Geology Transient analysis Transient electromagnetic method inverse problem progress particle swarm optimization Bayesian inversion
ISSN号2169-3536
DOI10.1109/ACCESS.2020.3013626
英文摘要Transient electromagnetic method (TEM) is a geophysical tool to obtain resistivity distribution in the subsurface. Combining with the resistivity property of typical rocks, the TEM method can make inferences of the geological maps underground. The inversion method is the main technique to extract resistivity form the recorded TEM data. There are various inversion methods that have been applied to TEM data, each of which favors different model structures. It is essential to choose the optimal inversion algorithm for a TEM survey in a given geological setting. Thus, this article presents a systematic summary of recent developments of inversion methods for TEM data. We first summarize the basic concept of the TEM inversion theory. Then, the recent developments TEM inverse method are divided into deterministic inversion and stochastic inversion. For the deterministic method, we present the development of constrained inversion and joint inversion. For the stochastic method, we analyze the particle swarm optimization, Bayesian inversion, and TEM pseudo-seismic imaging. Thereafter, we prospect the future research direction of the TEM method.
WOS关键词DIMENSIONAL BAYESIAN INVERSION ; PARTICLE SWARM OPTIMIZATION ; JOINT INVERSION ; CONSTRAINED INVERSION ; FINITE-DIFFERENCE ; TEM ; ALGORITHM ; SOUNDINGS ; DC
资助项目S&T Program of Beijing[Z181100005718001] ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences[YJKYYQ20190004] ; Natural Science Foundation of China[41804074] ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP)[2019QZKK0804] ; China Postdoctoral Science Foundation[2019M660043]
WOS研究方向Computer Science ; Engineering ; Telecommunications
语种英语
WOS记录号WOS:000562082800001
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
资助机构S&T Program of Beijing ; S&T Program of Beijing ; S&T Program of Beijing ; S&T Program of Beijing ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; Natural Science Foundation of China ; Natural Science Foundation of China ; Natural Science Foundation of China ; Natural Science Foundation of China ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; S&T Program of Beijing ; S&T Program of Beijing ; S&T Program of Beijing ; S&T Program of Beijing ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; Natural Science Foundation of China ; Natural Science Foundation of China ; Natural Science Foundation of China ; Natural Science Foundation of China ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; S&T Program of Beijing ; S&T Program of Beijing ; S&T Program of Beijing ; S&T Program of Beijing ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; Natural Science Foundation of China ; Natural Science Foundation of China ; Natural Science Foundation of China ; Natural Science Foundation of China ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; S&T Program of Beijing ; S&T Program of Beijing ; S&T Program of Beijing ; S&T Program of Beijing ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; ScientifIc Equipment Instrument and Development Project of the Chinese Academy of Sciences ; Natural Science Foundation of China ; Natural Science Foundation of China ; Natural Science Foundation of China ; Natural Science Foundation of China ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; Second Tibetan Plateau ScientifIc Expedition and Research Program (STEP) ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation
源URL[http://ir.iggcas.ac.cn/handle/132A11/97638]  
专题地质与地球物理研究所_中国科学院矿产资源研究重点实验室
通讯作者Li, Hai
作者单位1.China Univ Min & Technol, Coll Geosci & Surveying Engn, Beijing 100083, Peoples R China
2.Chinese Acad Sci, Innovat Acad Earth Sci, Beijing 100029, Peoples R China
3.Univ Chinese Acad Sci, Coll Earth & Planetary Sci, Beijing 100049, Peoples R China
4.Chinese Acad Sci, Inst Geol & Geophys, Key Lab Mineral Resources, Beijing 100029, Peoples R China
推荐引用方式
GB/T 7714		 Xue, Guoqiang,Li, Hai,He, Yiming,et al. Development of the Inversion Method for Transient Electromagnetic Data[J]. IEEE ACCESS,2020,8:146172-146181.
APA Xue, Guoqiang,Li, Hai,He, Yiming,Xue, Junjie,&Wu, Xin.(2020).Development of the Inversion Method for Transient Electromagnetic Data.IEEE ACCESS,8,146172-146181.
MLA Xue, Guoqiang,et al."Development of the Inversion Method for Transient Electromagnetic Data".IEEE ACCESS 8(2020):146172-146181.

入库方式： OAI收割

来源：地质与地球物理研究所

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