Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Geophysical Prospecting For Petrole》 2002-02
Add to Favorite Get Latest Update

A comprehensive effect analysis of conversion from seismic attributes to reservoir parameters

Yue Youxi, Wang Yonggang, Zhang Junhua (Earth Resources and Information Institute, University of Petroleum, Dongying 257061,China)  
By means of stepwise regression analysis, neural network, correlation filtering, CoKrige, and nonparametric regression, this article realizes the prediction of porosity distribution from seismic attributes and logging data. The behaviors of different methods and their conditions of application are summarized through the comparison of geological effects resulted from case analysis.
【CateGory Index】: P631.4
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 10 Hits
1 MA Bo-ling(Institute of Geological Sciences of Jiangsu Oilfield Branch,Yangzhou 225009,China);SEISMIC ATTRIBUTE ANALYSIS IN THE STUDY OF CARBONATE ROCK RESERVOIR BLOCK[J];Geology of Anhui;2007-01
2 GU Fa-ming1,YIN Cheng1*,DING Feng1,SONG Liang2(1.Resources and Environment Department,SouthWest Petroleum University,Chengdu Sichuan 610500,China;2.CNOOC Research Center,Beijing 100027,China);Application of the rough set theory to seismic reservoir predication[J];Progress in Geophysics;2009-01
3 Zhang Yanzhou, Liu Yeling, Xie Baoying. Department of Basic Course, Xi' an University of Science & Technology,Xi'an 710054, China;Application of SVM in prediction of reservoir thickness.[J];Progress in Exploration Geophysics;2005-06
4 Zhang Jianning, Ding Xiaomei. Geophysical Research Institute of SINOPEC Shengli Oilfield Company, Dongying 257022, China;Seismic identification of channel sand for Ng_2 in Gunan sag.[J];Progress in Exploration Geophysics;2006-04
5 Zhang Jianning and Yu Jianguo. Geophysical Research Institute of Shangli Oilfield. Co. ,Dongying 257022,China;The indetermination analysis on the seismic attribute application[J];Geophysical Prospecting for Petroleum;2006-04
6 Zhang Yunyin1,2,Zhang Jianning2(1.Colleye of Marine Geosciences,Ocean University of China,Qingdao 266003,China;2.Geophysical Research Institute of Shengli Oilfield Company,Sinopec,Dongying 257022,China);Seismic forward modeling of the oil-bearing sand in Shawan Formation,Chepaizi region,Junggar Basin,NW China[J];Petroleum Exploration and Development;2010-01
7 CAI Yongxiang 1,2,3 GUO Qingsheng 1,2 Gui Zhixian 3 DING Hong 1 (1 School of Resource and Environment Science, Wuhan University, 129 Luoyu Road, Wuhan 430079, China) (2 Key Laboratory of Geographic Information System, Ministry of Education, Wuhan University, 129 Luoyu Road, Wuhan 430079, China) (3 School of Geoscience, Yangtze University,1 Nanhuan Road, Jingzhou 434102, China);Neural Network Models for Predicating the Spatial Distribution of Reservoir Parameters Based on Seismic and Well Logging Data[J];Editorial Board of Geomatics and Information Science of Wuhan University;2005-04
8 Tang Xiao-biao(College of Information Engineering,Chengdu University of Technology,Chengdu 610059,China);THE APPLICATION OF THE SUPPORT VECTOR MACHINE REGRESSION BASED ON CORRESPONDING ANALYSIS TO THE PREDICTION OF THE SEISMIC RESERVOIR THICKNESS[J];Geophysical and Geochemical Exploration;2009-04
9 XUN Dong,LI Ke-qing(Petroleum Engineering College,Yangze University,Jizhou Hubei 434023,China);Application of the Spectral Imaging on the Description and Prediction of the Bar and Shoal Reservoir[J];West-China Exploration Engineering;2008-10
10 Bi Junfeng.Geological Scientific Research Institute of Shengli Oilfield Company,SINOPEC,Dongying City,Shandong Province, 257015, China;Application of multi-seismic attribute syncretized technique with weighted algorithm in Xuanhan-Daxian area[J];Petroleum Geology and Recovery Efficiency;2008-02
【Citations】
Chinese Journal Full-text Database 1 Hits
1 Du Shitong Wang Yonggong (Dept. of Petroleum Exploration);APPLICATION OF SEISMIC PARAMETER INTEGRATED PROCESSING IN RESERVOIR TRASVERSE PREDICTION[J];Journal of the University of Petroleum,China;1993-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Wu Zhiming; uo Siwei; iu Yingsun(Department of Computer Science, orthern Jiaotong University Beijing 100044);The Use of Hopfield Neural Network in Nourishment Problem[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1995-04
2 HE Jian-feng (Nanjing Kangju Intelligent Information Technology Ltd. Company, Nanjing 210008, China);The Method for Diganisosis of System Fault Based on Nerve Net[J];Ordnace Industry Automation;2001-03
3 Qiu Wenjian;A REGRESSION STUDY OF THE BALLISTIC CHARACTERISTICS PREDICTION BY MEANS OF THE CLOSED BOMB TEST[J];Acta Armamentarii;1988-S1
4 Li Tichuan Huang Mn Li Xinyun Zhang Baoquan Zhang Yu( Department of Chemistry and Environmental Engineering,Beijing Polytechnic University, 100022 )Cheng Weihu ( Department of Applied Mathematics, Beijing Polytechnic University, 100022 );Ridge Regression Spectrophotometry to the Determination of Multicomponent Phenols in Waste Water[J];Journal of Beijing Polytechnic University;1997-02
5 Luo Dehan\ Chen Weihai (Beijing University of Aeronautics and Astronautics,Dept. of Mechanical and Electronical Engineering);ANN Based Expert System and Its Application to Fault Diagnosis[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1998-05
6 Xu Jinwu;Liang Jing(Department of Mechanical Engineering,USTB,Beijing 10083,PRC);Signal Processing Using Neural Network[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;1994-01
7 Yang Shangbao;Yang Tianjun(Departmaent of Metallurgy,USTB,Beijing l00083,PRC);Neuron-Based Expert System for Judging the State of Blast Furnace[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;1994-06
8 Yang Shangbao;Yang Tianjun; Dong Yicheng(Department of Metallurgy, USTB,Beijing 100083,PRC);Prediction Model of Si Content in Hot Metal Based on Nueral Networks[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;1995-06
9 Yang Yuxing(Department of Soil and Water Conservation, BFU)Zeng Pingjiang Lei Xiaozhang(Forestry Research Academy of Sichuan Province, Chengdu);Application of Ridge Regression Analysis in Making Mathematical Models for Soil Erosion[J];Journal of Beijing Forestry University;1992-04
10 Yang Jihai, Chen Xiang, Lou Zhi,Zhong Zhanhui, Zhou Ping (University of Science and Technology of China, Hefei\ 230026);Estimation of the Coefficients of the AR Model and PDS of NEMG Signal Using ANN[J];BEIJING BIOMEDICAL ENGINEERING;2000-02
China Proceedings of conference Full-text Database 2 Hits
1 LONG Yangxi SONG Xinmin SHAN Ganlin LIU Zhaoyang Ordnance Engineering College. Shijiazhuang China, 050003;A New HNN Algorithm Using Adaptively Dynamic Parameters[A];[C];2003
2 Xu Boqing, Xuan Guorong, and Chai Peiqi Department of Computer, Tongji University, Shanghai 200092;Culture Operator Based on Object Description and Its Application to TSP[A];[C];1999
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 DENG Xing-liang, WU Qing (Dep. of Computer Science & Software, Hebei University of Technology, Tianjin 300130, China);Arithmetic of Locally Linear Embedding and Its Application[J];Ordnance Industry Automation;2005-03
2 MO Wuling WU Chaodong(School of Earth and Space Sciences,Peking University,Beijing,100871);Geophysical Method for Prediction of Weathering Crust of Carbonate Reservoirs[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2006-06
3 ZHOU Xin-gui~(1,2),CAO Cheng-jie~(1,2),YUAN Jia-yin~(2),CHEN Biao~(3) (1.Faculty of Earth Sciences and Mineral Resources,China University of Geosciences, Beijing100083,China;2.Institute of Geomechanics, Chinese Academy of Geological Sciences , Beijing100081,China;3.Jianghan Oilfield, Qianjiang433123,China);Methods and applications of quantitative prediction and evaluation of tectonic fracture in reservoir in petroliferous basin[J];Journal of Changchun University of Science and Technology;2004-01
4 LI Zheng wen (Chengdu University of Technology, China) MA Jian ming, ZHENG Lei (Nanning Institute of Petroleum Exploration and Exploitation);STUDY ON THE METHOD OF RESERVOIR PLANE COMPREHENSIVE PREDICTION AND ITS APPLICATION[J];JOURNAL OF CHENGDU UNIVERSITY OF TECHNOLOGY;1999-04
5 WANG Chang cheng 1, CHEN Bu ke 1, YE Tai ran 1,2 , KONG Qin 3 (1.College of Energy Resources, Chengdu University of Technology, China; 2.The Geophysical Exploration Research Institute of West South Oil and Gas's Branch Company, SINOPEC, China; 3.College of Chemistry and Chemical Engineering, Lanzhou University, China);APPLICATION OF RECTANGULAR METHOD TO THE RESEARCH ON PORE MICROGEOMETRY OF LOW PERMEABILITY RESERVOIRS AND SOFTWARE DEVELOPMENT[J];Journal of Chengdu University of Technology(Science & Technology Edition);2003-03
6 JIANG Ping~1, WANG Jian-Hua~2(1.Institute of Sedimentary Geology, Chengdu University of Technology, Chengdu 610059,China;2.Energy Resources Faculty, China University of Geosciences, Beijing 100083, China);Study of Ordovician paleokarst in Qianmiqiao buried hill in Dagang oil field, China[J];Journal of Chengdu University of Technology(Science & Technology Edition);2005-01
7 ZHANG Meng~1, HUANG Si-jing~1, FENG Wen-xin~2, WANG Lei~1, ZHENG Wen-bao~1, ZHAN Xin~1, HAN Jun-zheng~1, CHENG Zhen-xing~1, PENG Jing-song~1 1.State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Chengdu University of Technology, Chengdu 610059, China; 2.Special School of Zhengzhou Industry & Trade, Zhengzhou 450007, China;Further calculating plots in a triangle for the classification of sandstones[J];Journal of Chengdu University of Technology(Science & Technology Edition);2005-04
8 ZHEN Tian-fa~(1,2),SHI Ze-jin~1,HAN Xiao-jun~11.State Key Laboratory of Oil and Gas Reservoir Geolpogy and Exploitation,Chengdu University of Technology,Chengdu 610059,China;2.The South Branch Company of Exploration and Development,CNSPC,Kunming 650200,China;Reservoir prediction technique in the Xuanhan-Daxian area of the northeast of Sichuan,China[J];Journal of Chengdu University of Technology(Science & Technology Edition);2005-05
9 Xiao Lizhi;Effect of Quality Control in Optimum Log Interpretation Technique,[J];;1989-02
10 Wang Zhizhang;Normalization of Well Logging Data and Its Application Result in Zaonan K1 Formation of Zaoyuan Oilfield[J];Well Logging Technology;1993-06
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 LIU Chun-yuan1,2,WEI Xiu-cheng2,XU Sheng-feng3,FU Zhi-guo1(1.CNPC Key Lab of Geophysical Exploration,University of Petroleum,Beijing 102249,China;2.Research Institute of Petroleum Exploration and Development,Sinopec,Beijing 100083,China;3.Research Institute of Petroleum Exploration & Development,Petro China,Beijing 100083,China);The overview of geophysical techniques in prediction of carbonate rock reservoir[J];Progress in Geophysics;2007-06
2 LIU Cheng1,GUO Ke2,LUO De-Jiang1(1.College of Information and Management,Chengdu University of Technology,Chengdu 610059,China2 The Key Laboratory of Mathematical Geology of Sichuan Universities and Collges,Chengdu 610059,China);A non-linear modlling method for seise data optimization and forecasting physics property parameter[J];Progress in Geophysics;2007-06
3 HUANG Jian-hong1,WANG Hong-hui2,ZENG Jian-yi1,DUAN Xin-guo1,CAI Zuo-hua1(1.College of Energy Sources,Chengdu University of Technology,Chengdu Sichuan 610059,China;2.Office of SASU,Sichuan University of Arts and Science,Dazhou Sichuan 635000,China);A New Method of Prediction Capacity in Compact Clastic Rock Reservoir[J];Sichuan University of Arts and Science Journal;2009-05
4 HUANG Shengbing1,2,YE Jiaren1,2,ZHU Hongtao1,2,LU Junze1,2,GU Huirong3,WANG Jili3(1 Key Laboratory of Tectonics and Petroleum Resources,MOE,Wuhan 430074,China;2 Faculty of Earth Resources,China University of Geosciences,Wuhan 430074,China;3 The East China Sea Xihu Oil & Gas Operating Company,CNOOC,Shanghai 200030,China);PREDICTION OF RESERVOIRS IN PINGHU FORMATION OF PINGBEI AREA BASED ON SEISMIC MULTI-ATTRIBUTE ANALYSIS[J];Marine Geology & Quaternary Geology;2009-03
5 Peng Tao,Zhang Xiang School of Geophysics and Oil Resources,Yangtze University,Jingzhou 434023,China;Review of support vector machine and its applications in petroleum exploration and development[J];Progress in Exploration Geophysics;2007-02
6 Zhang Weihua,Zhang Xiurong,Cai Yuhua,China University of Geosciences,Wuhan 430074,China;Controlling factors of the forming of oil reservoir of Yanan Formation in Hsd working area[J];Progress in Exploration Geophysics;2008-03
7 Chen Xiangpeng ,Su Chaoguang,Zhang Yingge , TianJianhua.Chen Xiangpeng, Geophysical Research Institute of SINOPEC Shengli Oilfield Company, Dongying 257022, China;Two effective attributes for limestone reservoir prediction in Guojuzi sag[J];Progress in Exploration Geophysics;2009-01
8 Zhu Guijuan,Tao Qingxue,Wang Juan,Li Yusheng,Zhang Likuan. Department of Reservoir Application Project,Dagang Oilfield Company,Tianjin 300280,China;Identification of channel sand reservoirs using best time window description method:A case study in Gangxi oilfield[J];Progress in Exploration Geophysics;2009-03
9 LI Xin-hu(Department of Geology and Environment Engineering,Xi′an University of Science and Technology,Xi′an 710054,China);Lithology identification methods contrast based on support vector machines at different well logging parameter[J];Coal Geology & Exploration;2007-03
10 Yang Zhanlong1,2,Chen Qilin2,Guo Jingyi2,Huang Yunfeng2,Sha Xuemei2(1.Department of Engineering Mechanics,Tsinghua University,Beijing 100084,China; 2.Northwest Branch,Research Institute of Petroleum Exploration and Development,PetroChina,Lanzhou,Gansu 730020,China);FLUID POTENTIAL ANALYSIS AND APPLICATION IN LITHO-STRATIGRAPHIC RESERVOIR EXPLORATION[J];Petroleum Geology & Experiment;2007-06
China Proceedings of conference Full-text Database 2 Hits
1 Yuan Jianying Liu Quanxin Wei Pingsheng Chen Qilin Yang Zhanlong Liu Huaqing Zhang Huquan (Northwest Branch,Research Institute of Petroleum Exploration and Development,CNPC).;EXPLORATION PROSPECTS FOR LITHOSTRATIGRAPHIC RESERVOIRS IN NORTHWEST CHINA[A];[C];2005
2 Yang Zhanlong Chen Qilin Zhang Huquan Guo Jingyi (Northwest Branch,Research Institute of Petroleum Exploration and Development, PCL).;RESERVOIRING CONDITIONS OF J-K LITHOLOGIC OIL AND GAS RESERVOIRS IN SHENGBEI DEPRESSION[A];[C];2005
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved