1. Key Laboratory of Electromagnetic Radiation and Sensing Technology, Chinese Academy of Sciences, Beijing 100190, China; 2. School of Electronic, Electrical and Communicating Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
Abstract:Inversion is an important tool for transient electromagnetic data interpretation. This paper proposes a novel weighing scheme with periodic vibration for roughness restriction based on the regularized optimization theory. The small weights make the models sensitive to reflecting parameters' great changes and thus it is easy to show the thin layer with low resistivity. The large weights distributed near small weights can make sure the continuity of the inversion results, which reduces the variety of the solution. Synthetic models show that this method has higher resolution for low resistivity thin layer than traditional ones and keeps the same resolution with traditional ones when inverting low resistivity large areas. In addition, this method converges stably and does not rely on a prior information about the ground structure, thus making sure its application in practice.
[1] Nabighian M N.Electromagnetic methods in applied geophysics [M].Tulsa,USA:SEG Books,1988. [2] Smith R,Fountain D,Allard M.The MEGATEM fixed-wing transient EM system applied to mineral exploration:A discovery case history[J].First Break,2003,21(7):73-77. [3] He Z,Zhao Z,Liu H,et al.TFEM for oil detection:Case studies[J].Leading Edge,2012,31(5):518-521. [4] Pasion L R,Oldenburg D W.A discrimination algorithm for UXO using time domain electromagnetics[J].Journal of Environmental and Engineering Geophysics,2001,6(2):91-102. [5] 翁爱华,刘云鹤,陈玉玲,等.矩形大定源层状模型瞬变电磁响应计算[J].地球物理学报,2010,53(3):646-650. [6] 武欣,薛国强,陈卫营,等.瞬变电磁探测系统 (CASTEM) 试验对比——安徽颖上大王庄铁矿[J].地球物理学报,2016,59(12):4448-4456. [7] 薛国强,邓湘.瞬变电磁法对薄层的探测能力[J].石油地球物理勘探,2007,42(6):709-713. [8] 牛之琏.瞬变电磁测深法对导电层的探测能力[J].地质与勘探,1992,28(1):42-47. [9] 王战军,朱自强,李建慧,等.瞬变电磁法对低阻薄层的分辨能力研究[J].物探化探计算技术,2012,34(6):646-651. [10] 陈卫营,薛国强.电性源瞬变电磁对薄层的探测能力[J].物探与化探,2015,39(4):775-779. [11] Li X,Xue G Q,Song J P,et al.Application of the adaptive shrinkage genetic algorithm in the feasible region to TEM conductive thin layer inversion[J].Applied Geophysics,2005,2(4):204-210. [12] Tihonov A N.On the regularization of ill-posed problems[J].European Economic Review,1996,41(6):1111-1146. [13] Constable S C,Parker R L,Constable C G.Occams inversion:A practical algorithm for generating smooth models from electromagnetic sounding data[J].Geophysics,1987,52(3):289-300. [14] deGroot-Hedlin C,Constable S.Occams inversion to generate smooth,two-dimensional models from magnetotelluric data[J].Geophysics,1990,55(12):1613-1624. [15] Vallée M A,Smith R S.Application of Occams inversion to airborne time-domain electromagnetics[J].The leading edge,2009,28(3):284-287. [16] 强建科,李永兴,龙剑波.航空瞬变电磁数据一维 Occam 反演[J].物探化探计算技术,2013,35(5):501-505. [17] Guo R,Wu X,Rao L T,et al.Sharp boundary based transient electromagnetic inversion[C]//Proceedings of 7th International Conference on Environmental and Engineering Geophysics & Summit Forum of Chinese Academy of Engineering on Engineering Science and Technology.Kuala Lumpur:Atlantis Press,2016.