Three-dimensional gravity inversion based on sparse recovery iteration using approximate zero norm

doi:10.1007/s11770-018-0688-3

CORC > 地质与地球物理研究所 > 中国科学院地质与地球物理研究所 > 中国科学院油气资源研究重点实验室

	Three-dimensional gravity inversion based on sparse recovery iteration using approximate zero norm
	Meng, Zhao-Hai 1,4; Xu, Xue-Chun 2; Huang, Da-Nian 3
刊名	APPLIED GEOPHYSICS
	2018-09-01
卷号	15 期号:3-4 页码:524-535
关键词	Three-dimensional gravity inversion sparse recovery approximate zero norm iterative method density constraint penalty function
ISSN号	1672-7975
DOI	10.1007/s11770-018-0688-3
英文摘要	This research proposes a novel three-dimensional gravity inversion based on sparse recovery in compress sensing. Zero norm is selected as the objective function, which is then iteratively solved by the approximate zero norm solution. The inversion approach mainly employs forward modeling; a depth weight function is introduced into the objective function of the zero norms. Sparse inversion results are obtained by the corresponding optimal mathematical method. To achieve the practical geophysical and geological significance of the results, penalty function is applied to constrain the density values. Results obtained by proposed provide clear boundary depth and density contrast distribution information. The method's accuracy, validity, and reliability are verified by comparing its results with those of synthetic models. To further explain its reliability, a practical gravity data is obtained for a region in Texas, USA is applied. Inversion results for this region are compared with those of previous studies, including a research of logging data in the same area. The depth of salt dome obtained by the inversion method is 4.2 km, which is in good agreement with the 4.4 km value from the logging data. From this, the practicality of the inversion method is also validated.
资助项目	Development of airborne gravity gradiometer[2017YFC0601601] ; open subject of Key Laboratory of Petroleum Resources Research, Institute of Geology and Geophysics, Chinese Academy of Sciences[KLOR2018-8]
WOS关键词	3D INVERSION ; ATOMIC DECOMPOSITION ; MAGNETIC INVERSION ; 3-D INVERSION ; TENSOR DATA ; GRADIENT ; MINIMIZATION
WOS研究方向	Geochemistry & Geophysics
语种	英语
出版者	SPRINGER
WOS记录号	WOS:000456648400014
资助机构	Development of airborne gravity gradiometer ; Development of airborne gravity gradiometer ; open subject of Key Laboratory of Petroleum Resources Research, Institute of Geology and Geophysics, Chinese Academy of Sciences ; open subject of Key Laboratory of Petroleum Resources Research, Institute of Geology and Geophysics, Chinese Academy of Sciences ; Development of airborne gravity gradiometer ; Development of airborne gravity gradiometer ; open subject of Key Laboratory of Petroleum Resources Research, Institute of Geology and Geophysics, Chinese Academy of Sciences ; open subject of Key Laboratory of Petroleum Resources Research, Institute of Geology and Geophysics, Chinese Academy of Sciences ; Development of airborne gravity gradiometer ; Development of airborne gravity gradiometer ; open subject of Key Laboratory of Petroleum Resources Research, Institute of Geology and Geophysics, Chinese Academy of Sciences ; open subject of Key Laboratory of Petroleum Resources Research, Institute of Geology and Geophysics, Chinese Academy of Sciences ; Development of airborne gravity gradiometer ; Development of airborne gravity gradiometer ; open subject of Key Laboratory of Petroleum Resources Research, Institute of Geology and Geophysics, Chinese Academy of Sciences ; open subject of Key Laboratory of Petroleum Resources Research, Institute of Geology and Geophysics, Chinese Academy of Sciences
内容类型	期刊论文
源URL	[http://ir.iggcas.ac.cn/handle/132A11/90206]
专题	地质与地球物理研究所_中国科学院油气资源研究重点实验室
通讯作者	Meng, Zhao-Hai
作者单位	1.Tianjin Nav Instrument Res Inst, Tianjin 300131, Peoples R China 2.Jilin Univ, Coll Earth Sci, Changchun 130021, Jilin, Peoples R China 3.Jilin Univ, Coll Instrumentat & Elect Engn, Changchun 130021, Jilin, Peoples R China 4.Chinese Acad Sci, Inst Geol & Geophys, Key Lab Petr Resources Res, Beijing 100029, Peoples R China
推荐引用方式 GB/T 7714	Meng, Zhao-Hai,Xu, Xue-Chun,Huang, Da-Nian. Three-dimensional gravity inversion based on sparse recovery iteration using approximate zero norm[J]. APPLIED GEOPHYSICS,2018,15(3-4):524-535.
APA	Meng, Zhao-Hai,Xu, Xue-Chun,&Huang, Da-Nian.(2018).Three-dimensional gravity inversion based on sparse recovery iteration using approximate zero norm.APPLIED GEOPHYSICS,15(3-4),524-535.
MLA	Meng, Zhao-Hai,et al."Three-dimensional gravity inversion based on sparse recovery iteration using approximate zero norm".APPLIED GEOPHYSICS 15.3-4(2018):524-535.