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《Progress in Geophysics》 2013-02
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Apply L-BFGS algorithm to seismic inverse spectral decomposition

ZHOU Jia-xiong1,2,ZHANG Guo-dong2,3,DENG Wu-bing3(1.Faculty of Resources,China University of Geosciences(Wuhan),Wuhan 430074,China; 2.CNOOC Ltd.Zhanjiang,Zhanjiang 524057,China; 3.College of Geo-Exploration Science and Technology,Jilin University,Changchun 130026,China)  
How to find an optimal solution is one of the most important aspects of the inverse spectral decomposition,firstly,we suggest that an appropriate objective function should be chosen to construct the mathematics model.In this paper,L1 regularized L2-norm is employed as the objective function.As the choice of optimization algorithm related to the accuracy,computing costs of the inverse spectrum decomposition,firstly,we analyzed the impact of the regularization parameter λ to the inversion result.Secondly,a suitable optimization algorithm should be selected,on which the precision and the computational cost depends.Therefore,we introduce L-BFGS algorithm to the inverse spectral decomposition as the optimization algorithm.In order to testify the validity of L-BFGS optimization algorithm,a series of theoretical analysis and numerical modeling have been conducted as well as the marine seismic data test.The results show that L-BFGS based inverse spectral decomposition is very sensitive to response of hydrocarbon and the result obtained by this method is very stable.
【Fund】: 国家科技重大专项子课题 (2011ZX05023-004)资助
【CateGory Index】: P631.4
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【Citations】
Chinese Journal Full-text Database 5 Hits
1 LIU Xi-wu~(1,2,3),NING Jun-rui~1,LIU Pei-ti~4, ZHAN Wei~5(1. Exploration & Production Research Institute,SinoPEC,Beijing 10083,China;2. Faculty of Natrual Resource and Information Technology , China University of Petroleum , Beijing 102249, China;3. School of Marine Geo-science , Ocean University of China,Qingdao 266100 ,China;4. Geophysics Research Institute;Shengli Oil field Company Ltd,Dongying 257001,China;5. The First Well Logging Company ;Daqing Drilling & Exploration Engineering CORP ,Daqing 163412, China);Seismic time-frequency analysis for frequency decomposition with applications to seismic sedimentology and reservoir imaging[J];Progress in Geophysics;2009-05
2 ZHANG Bo~1,WANG Zhen-li~1,ZHOU Shui-sheng~1,Pan Yong~2,Bai Bo~2 (1.Key Laboratory of Integrative Researches on Geophysics for Petroleum,Institute of Geology and Geophysics, Chinese Academy of Sciences,Beijing 100029,China;2.Geo-resources and Information College, China University of Petroleum,Dongying 257061,China);Application of Spectral decomposition to gas detection[J];Progress in Geophysics;2010-04
3 LIU Feng~1,MU Zhong-hai~1,JIANG Yu-qiang~1,QIU Peng~1,LUO Fang~2 (1.Faculty of Resources and Environment,Southwest Petroleum University,Chengdu 610500,China; 2.CNPC Chuangqing Drilling Engineering Company Limited Geological Exploration & Development Research Institute,Chengdu 610500,China);Seismic identification of small fault[J];Progress in Geophysics;2011-06
4 WU Guo-ning2,CAO Si-yuan1,LIU Jian-jun2(1.College of Geophysics and Information Engineering,China University of Petroleum(Beijing),Beijing 102249,China; 2.College of Science,China University of Petroleum(Beijing),Beijing 102249,China);Reassigned time-frequency decomposition and its application of hydrocarbon exploration[J];Progress in Geophysics;2012-02
5 Zhang Xianwen,Han Liguo,Wang Yu,Shan Gangyi. College of Geo-exploration Science and Technology, Jilin University,Changchun 130026,China;Seismic spectral decomposition fast matching pursuit algorithm and its application[J];Geophysical Prospecting for Petroleum;2010-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WU Guo-Ning1,2,CAO Si-Yuan1,SUN Na2 1 College of Geophysics and Information Engineering,China University of Petroleum(Beijing), Beijing102249,China 2 College of Science,China University of Petroleum(Beijing),Beijing102249,China;Matching pursuit method based on complex seismic traces and its application of hydrocarbon exploration[J];Chinese Journal of Geophysics;2012-06
2 BAO Yuan1,LUO Qun2,WANG Chao-yong1,MENG Qi-an3,SUN Lu-wei4(1.School of Resources and Geosciences,China University of Mining and Technology,Xuzhou 221008,China; 2.Research Centers of Basin and Reservoir,China University of Petroleum,Beijing 102200,China; 3.Exploration and Development Scientific Research Institute,Daqing Oilfield Company of CNPC,Daqing 163712,China; 4.Geological Prospecting Institute of Shandong Province Yantai Branch,Yantai 264002,China);Seismic-petroleum accumulation science and its application[J];Progress in Geophysics;2013-01
3 CAO Jian-hua1,QIU Zhi-hai2,GUO De-hai2,WANG Xiang-yang2(1.School of the Earth Sicence and Resources,China University of Geoscience,Beijing 100083,China; 2.Geoseismic Signal Corporation,Beijing 100102,China);Post-stack seismic spectral-inversion technique and its application[J];Progress in Geophysics;2013-01
4 ZENG Fan-sheng1,WANG Xing-chun2,CHEN Tong-jun3(1.Jilinerhao Coal Mine,YanZhou Coal Mining Company Limited,Jilin 272069,China; 2.Institute of Geophysical and Geochemical Exploration,CAGS,Langfang 065000,China; 3.School of Resource and Earth Science,China University of Mining and Technology,Xuzhou 221116,China);Joint technique of spectral decomposition and C3 coherence to detect fine faults of coal bed[J];Progress in Geophysics;2013-01
5 TAN Shao-quan(The Western New Area Research Center of Shengli Oilfield Branch Co.,SINOPEC,Dongying 257022,China);Seismical reservoir prediction in Wheeler domain[J];Progress in Geophysics;2013-02
6 JIANG Xiu-di1,WENG Bin1,LIU Ya-ru2,ZHAO Wei1(1.CNOOC Research Institute,Beijing 100027,China;2.Shanghai Company Ltd,CNOOC,Shanghai 200030,China);Application of spectral decomposition RGB plotting technique for spectral components in high accuracy seismic interpretation[J];Progress in Geophysics;2013-02
7 CAI Gang1,YANG Zi-yu2,LI Shuang-wen1,CHEN Qi-yan1, YAO Jun1,ZHANG Zhao-hui1,YANG Fan2(1.Research Institute of Petroleum Exploration and Development-Northwest,Petrochina,Lanzhou 730020,China; 2.Research Institute of Exploration and Development,Dagang Oilfield Company,PetroChina,Tianjin 300280,China);Fracture prediction of Ordovician carbonate rock in the buried hill of Chenghai[J];Progress in Geophysics;2013-02
8 WU Xin-he1,LIN Liang-biao2,ZHANG Xi-hua2 1.The Centre of Oil & Gas Survey,CGS,Beijing 100029,China; 2.Institute of Sedimentary Geology,Chengdu University of Technology,Chengdu 610059,China;Application of seismic waveform analysis technology in studying sedimentary microfacies of Xinchang region in West Sichuan,China[J];Journal of Chengdu University of Technology(Science & Technology Edition);2013-04
9 SUN Yun-bao1,2(1.Institute of Geomechanics,Chinese Academy of Geological Sciences,Beijing 100081,China; 2.Key laboratory of Marine Hydrocarbon Resource and Geology,Qingdao Institute of Marine Geology,Qingdao 266071,China);Time-frequency signature extraction and recognition of unconsolidated sediments containing gas hydrate and free gas in Shenhu area , Northern South China Sea[J];Progress in Geophysics;2013-04
10 QI Yanping1, LU Yang1, YANG Haibo1, WU Tao1, TANG Jie2, SANG Yunhua3, LIU Wei1 1. Exploration & Development Research Institute, Xinjiang Oilfield Company, PetroChina, Karamay 834000, Xinjiang Uyghur Autonomous Region, China 2. Xinjiang Oilfield Company No. 1 Oil Production Plant, Xinjiang Oilfield Company, PetroChina, Karamay 834000, Xinjiang Uyghur Autonomous Region, China 3. Karamay Mud Logging Company of Western Drilling Engineering Corporation, PetroChina, Karamay 834000, Xinjiang Uyghur Autonomous Region, China;Application of Spectral Decomposition Technology in Predicting High Quality Dolomitic Rock Reservoir[J];Science & Technology Review;2013-01
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 YIN Chen,HE Zhen-hua,HUANG De-jiState Key Laboratory of Oil and Gas Reservoir Geology and Exploitation,Chengdu University of Technology,Chengdu 610059,China;Research and application of the attenuation theory for seismic wave based on the wave equation[J];Journal of Chengdu University of Technology(Science & Technology Edition);2008-03
2 DONG Chun-mei ZHANG Xian-guo LIN Cheng-yan(Earth Resource and Information College of University of Petroleum,Dongying Shandong 257061);Conception,Method and Technology of the Seismic Sedimentology[J];Acta Sedimentologica Sinica;2006-05
3 WANG Peng1,2,LI Jian-ping1(1.School of Computer Science and Engineering,University of Electronic Science and Technology of China Chengdu 610054;2.Department of Software Engineering,Chengdu University of Information Technology Chengdu 610225);Quantum Interpretation of Signal’s Uncertainty Principle[J];Journal of University of Electronic Science and Technology of China;2008-01
4 Wang Yanhui, Wang Huan, Li Gang (Exploration and Development Research Institute of Daqing Oil Field Company Ltd ,Daqing 163712,China);IDENTIFICATION METHOD OF SMALL FAULTS[J];PETROLEUM GEOLOGY & OILFIELD DEUELOPMENT IN DAQING;2000-05
5 LU Gong-he~(1,2),YU Chang-qing~3,DONG ning~3(1.Xi(')an Jiaotong University,Xi(')an 710049,China;2.Geophysical Exploration & Development Corp of Shengli oil Field,Dongying 257100,China;3.Research Institute of Petroleum Exploration &Development,SINOPEC,Beijing 100083,China);The application of post-stack seismic attribute analysis in the oil-gas exploration and development[J];Progress in Geophysics;2006-01
6 LIU Xi-wu~1,LIU Hong~2,LI You-ming~2,NIAN Jing-bo~1(1.School of Marine Geo-science,Ocean University of China,Qingdao 266003,China;2.Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China);Study on characteristics of seismic stratigraphy by generalized S-transform[J];Progress in Geophysics;2006-02
7 CHEN Yu-hong~1,YANG Chang-chun~1,CAO Qi-fang~2,LI Bo-tao~1,SHANG Yong-sheng~1(1.Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China;2.Shengli exploration research institute,Dongying 257100,China);The comparison of some time-frequency analysis methods[J];Progress in Geophysics;2006-04
8 QIU Ning1,2,HE Zhan-xiang2,CHANG Yan-jun1(1.Institute of Geophysics and Geomatics,China University of Geosciences,Wuhan 430074,China;2.Bureau Geophysical Prospecting,China National Petroleum Corporation;Zhuozhou 072751,China);Ability of improving gravity anomaly resolution based on Multiresolution wavelet analysis and power spectrum analysis[J];Progress in Geophysics;2007-01
9 SHANG Yong-sheng1,YANG Chang-chun1,WANG Zhen-li1,CHEN Fa-yu1,FAN Xing-bin2(1,The institute of geology and geophysics Chinese Academy of Science,Beijing 100029;2.San Tanghu Production Factory of Tuha oil field,XinJiang Hami 839009);The research of hydrocarbon indication on gas reservior of Qaidam basin[J];Progress in Geophysics;2007-03
10 LU Peng-fei1,YANG Chang-chun1,GUO Ai-hua2(1.Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 10029,China;2.Department of geophysical exploration,Exploratory Development Institute,Jidong oil field,Tangshan 063004,China);The present research on frequency-spectrum imaging technique[J];Progress in Geophysics;2007-05
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