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《Acta Petrolei Sinica》 2013-06
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A quantitative explanation of carbonate microfacies based on conventional logging data:a case study of the Mishrif Formation in north Rumaila oil field of Iraq

WANG Yuxi;TIAN Chuangbing;GAO Jixian;ZHANG Xuefeng;LIU Jianqiang;TIAN Zepu;SONG Xinmin;LIU Bo;Oil & Gas Research Center,Peking University;School of Earth & Space Science,Peking University;PetroChina Research Institute of Petroleum Exploration & Development;  
Commonly,conventional logging data can provide high-quality cross-plot and fuzzy clustering analysis methods to recognize microfacies of clastic reservoirs with good recognition and prediction.However,these methods meet lots of challenges in the recognition of carbonate microfacies because of strong diagenetic changes,which results in some difficulties in these two methods just based on gamma-ray(GR),spontaneous potential(SP)and deep/shallow resistivity(DR and SR)logs.As a main reservoir of the Rumaila oil field,the Mishrif Formation is a typical porous carbonate reservoir.Eight wells with complete core,borehole and logging data of the Mishrif Formation from the north Rumaila oil field were selected as standard wells.We extracted several key parameters of gamma-ray,neutron and density logs to match the microfacies recognized from the standard wells and established a logging facies-microfacies transformation model based on precise core analysis.Using the Bayes stepwise discriminant,we established a well logging discriminating template of microfacies from the Mishrif Formation in the north Rumaila oil field based on conventional well logging data and depicted the microfacies of non-standard wells precisely by applying this template.Compared with the cross-plot and fuzzy clustering analysis methods,the Bayes stepwise discriminant can integrate more parameters and adapt to the quantitative microfacies recognition of sedimentary carbonates better.
【Fund】: 国家自然科学基金项目(No.41272137);; 中国石油天然气股份有限公司“十二五”重大科技专项(11.2011E-2501.X.01);; 中国石油勘探开发研究院院级课题(2012Y-033)资助
【CateGory Index】: P618.13
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【Citations】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Tao,MO Xiu-wen College of GeoExploration Science and Technology,Jilin University,Changchun 130026,China;Complex Lithologic Identification Based on Cross Plot and Fuzzy Clustering Algorithm[J];Journal of Jilin University(Earth Science Edition);2007-S1
2 ZHANG Meng, TIAN Jing chun, WU Zhi yong (Chengdu University of Technology, China);APPLICATION OF THE BAYES DISCRIMINANT ANALYSIS TO SEDIMENTARY MICROFACIES OF THE NON-CORES INFORMATION'S DRILLS ——Taking the nearshore subaqueous fan's conglomerate of the fourth member stratum of Shahejie Formation in Luojia nose-type st[J];Journal of Chengdu University of Technology;2001-03
3 NI Xin-feng1,TIAN Jing-chun1,2, CHEN Hong-de1,2,XIA Qing-song1,ZHANG Jing-quan1,DOU Wei-tan3,YAO Jing-li3,SONG Jiang-hai31.Institute of Sedimentary Geology,Chengdu University of Technology,Chengdu 610059,China;2.Chengdu State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation,Chengdu 610059,China;3.The department of Prospecting of Changqing Oil Corporation of CNPC,Xi'an 710021,China;Quantitative discrimination of sedimentary microfacies by use of log data——Taking the Triassic Yanchang Formation in Jiyuan-Baibao region of Ordos Basin for example[J];Journal of Chengdu University of Technology(Science & Technology Edition);2007-01
4 Liao Mingguang, Zhou Nanxiang & Tan Dehui;Sedimentary Facies Identification by Fuzzy Pattern,[J];;1991-03
5 Luo Li, Yao Shengxian, Ren Xingguo, et al..;Applications of Numerical Calculation and Model Identification Technology Based on Neural Network in Log Interpretation.[J];Well Logging Technology;2002-05
6 LIU Hong-qi,CHEN Ping,XIA Hong-quan(State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation,Southwest Petroleum Institute,Chengdu,Sichuan 610500,China);Automatic Identification of Sedimentary Microfacies with Log Data and Its Application[J];Well Logging Technology;2006-03
7 Luo Li, Chen Xintang.;Identifying Carbonate Sedimentary Facies With Logging Data[J];WELL LOGGING TECHNOLOGY;1997-01
8 Wen Zheng; Yong Shihe and Wang Zhongwen(University of Petroleum. Dongying 257062);Quantitative Discrimination of Sedimentary Microfacies by Using Well Log Data[J];ACTA SEDIMENTOLOGICA SINICA;1996-01
9 Wang Renduo (China University of Geosciences , Wuhan 430074);QUANTITATIVE DISCRIMINATION OF SEDIMENTARY FACIES BY USE OF SHAPE CHARACTERISTICS OF LOG CURVES[J];;1991-03
10 LIN Jinglong;ZHANG Shumei Dept of Petroleum Prospecting;THE STUDY OF LOGGING FACIES ANALYSIS METHOD[J];Journal of Daqing Petroleum Institute;1993-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Zhang Guoying1 Wang Nana1,2 Zhang Runsheng3 Ma Bingsheng3(1 Beijing Institute of Petro-chemical Technology,Beijing 102617;2 Beijing University of Chemical Technology,Beijing 100029;3 Shanxi Automation Research Institute,ShanXi 030012);Application of Principal Component Analysis and BP Neural Network in Identifying Lithology[J];Journal of Beijing Institute of Petro-Chemical Technology;2008-03
2 YANG De-guo1,TANG Yong-zhong2,LIU Gang3(1.College of Mathematics and Information Science,North West Normal University,Lanzhou Ganshu 730070,China;2.NIC,Hexi University,Zhangye Ganshu 734000,China;3.College of Information Science and Engineering,Lanzhou University,Lanzhou Ganshu 730030,China);Improved Self Organization Feature Mapping Network and Application[J];Journal of Jiangxi Normal University(Natural Sciences Edition);2009-06
3 Wang Pujun Du Xiaodi Wang Dongpo(Geoenergy Depatment );CATEGORIES AND CHARACTERISTICS OF SONGLIAO BASIN CRETACEOUS LOGGING-SEDIMENTARY FACIES[J];;1992-02
4 ZHANG Zhen-cheng 1, SUN Jian-meng 1, MA Jian-hai 2, ZHANG Wei 1, SU Yuan-da 1 (1.Faculty of Geo-Resource and Information,University of Petroleum, China, Dongying257061,China;2.Qinghai Oilfield,Lanzhou736202,China);Automatic Identification of Algae Limestone with Well Logging Data[J];Journal of Jiling University (Earth Science Edition);2005-03
5 ZHANG Zhi-guo, YANG Yi-heng, XIA Li-xian (Institute of Mineral Resources Prediction of Synthetic Information, Jilin University, Changchun130026,China);Application of RPROP Algorithm to Well Logging Lithologic Identification[J];Journal of Jiling University (Earth Science Edition);2005-03
6 WANG Wei,ZHANG Yong-bo,YE Hao,GUO Jiao,WANG Qian,ZHANG Li-zhong,CAI Zi-zhao,LIANG Guo-ling,ZHANG Chun-yingInstitute of Hydrogeology and Environmental Geology,CAGS,Shijiazhuang,050061,China;Fuzzy Cluster Analysis of Soft Rocks in Inner Mongolia[J];Journal of Jilin University(Earth Science Edition);2009-06
7 Zhu Jian-wei1,2,Zhao Gang1,Liu Bo3,Guo Wei1,Cheng Jun1 1.College of Earth Sciences,Jilin University,Changchun 130061,China 2.Oil Shale Experiment Center of Jilin University,Changchun 130061,China 3.Bureau of Geophysical Prospecting Inc.PetroChina,Zhuozhou 072751,Hebei,China;Identification Technology and It's Application of Well-Logging About Oil Shale[J];Journal of Jilin University(Earth Science Edition);2012-02
8 NI Xin-feng1,TIAN Jing-chun1,2, CHEN Hong-de1,2,XIA Qing-song1,ZHANG Jing-quan1,DOU Wei-tan3,YAO Jing-li3,SONG Jiang-hai31.Institute of Sedimentary Geology,Chengdu University of Technology,Chengdu 610059,China;2.Chengdu State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation,Chengdu 610059,China;3.The department of Prospecting of Changqing Oil Corporation of CNPC,Xi'an 710021,China;Quantitative discrimination of sedimentary microfacies by use of log data——Taking the Triassic Yanchang Formation in Jiyuan-Baibao region of Ordos Basin for example[J];Journal of Chengdu University of Technology(Science & Technology Edition);2007-01
9 ZHAN Ze-dong1,2,GUO Ke1,2,XU De-ping1,2,XIE Shuang3,ZANG Wen-ya1,2 1.College of Management Science,Chengdu University of Technology,Chengdu 610059,China;2.The Key Laboratory of Mathematical Geology in Sichuan Universities,Chengdu 610059,China;3.College of Energy Resources,Chengdu University of Technology,Chengdu 610059,China;Nested BP neural network and its application to the oil and gas production forecast[J];Journal of Chengdu University of Technology(Science & Technology Edition);2011-04
10 Huang Dilong; Yang Long;AN APPROACH TO THE PROGRAM DESIGN FOR THE INTERACTIVE INTERPRETIVE SYSTEM OF SEDIMENTARY FACIES[J];JOURNAL OF CHENGDU UNIVERSITY OF TECHNOLOGY;1995-04
China Proceedings of conference Full-text Database 2 Hits
1 ZHANG XUE-GONG LI YAN-DA SHENG SHUO (Department of Automation, Tsinghua University, Beijing 100084, China);APPLICATION OF SOME MODERN INFORMATION PROCESSING AND COMPUTER NETWORK TECHNIQUES IN EXPLORATION GEOPHYSICS[A];[C];1997
2 Li Guorong~1 Chengdu University of Technology Chengdu,China Liao Taiping~(2*) Chongqing University of Science and Technology Chongqing,China Hu Jingjing~3 Research Institute of Petroleum Exploration & Development,PetroChina Beijing,China Zhang Furong~4 Chongqing University of Science and Technology Chongqing,China;The application of fuzzy cluster analysis on identifying sedimentary microfacies[A];[C];2013
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Xue Linfu; Pan Baozhi(Changchun University of Science and Technology, Changchun 130026);IDENTIFY LITHOFACIES AUTOMATICALLYUSING SELF-ORGANIZING NEURAL NETWORK[J];JOURNAL OF CHANGCHUN UNIVERSITY OF SCIENCE AND TECHNOLOGY;1999-02
2 CHEN Jun,FAN Xiao-min,MO Xiu-wen College of GeoExploration Science and Technology,Jilin University,Changchun 130026,China;The Resrarch of Volcaniclastic Rock Lithologic Identification Based Logging[J];Journal of Jilin University(Earth Science Edition);2007-S1
3 ZHANG Tao,MO Xiu-wen College of GeoExploration Science and Technology,Jilin University,Changchun 130026,China;Complex Lithologic Identification Based on Cross Plot and Fuzzy Clustering Algorithm[J];Journal of Jilin University(Earth Science Edition);2007-S1
4 LIU Jia duo, TIAN Jing chun, HE Jian jun, LI Qi (Chengdu University of Technology, China) GUO Ru tai, WANG Yong shi, CHANG Guo zhen (Institute of Shengli Petroleum Administration, China);A STUDY OF SEDIMENTARY MICROFACIES AND CONTROLLING FACTORS OF THE RESERVOIRS OF THE NEARSHORE SUBAQUEOUS FAN —— Taking the fourth member of the Shahejie Formation in the Luojia Nose, Zhanhua Depression for an example[J];JOURNAL OF CHENGDU UNIVERSITY OF TECHNOLOGY;1999-04
5 ZHANG Meng, TIAN Jing chun, WU Zhi yong (Chengdu University of Technology, China);APPLICATION OF THE BAYES DISCRIMINANT ANALYSIS TO SEDIMENTARY MICROFACIES OF THE NON-CORES INFORMATION'S DRILLS ——Taking the nearshore subaqueous fan's conglomerate of the fourth member stratum of Shahejie Formation in Luojia nose-type st[J];Journal of Chengdu University of Technology;2001-03
6 HU Yong-zhang, WANG Hong-hui, DUAN Xin-guo, CHEN Ke-yong(State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Chengdu University of Technology, Chengdu 610059, China);Application of step discriminant analysis to identification of gas zone and water layer in Ordos basin, China[J];Journal of Chengdu University of Technology(Science & Technology Edition);2005-02
7 LIU Qing~1,2 1.College of Energy Resources, Chengdu University of Technology, Chengdu 610059, China; 2.Geology Scientific Research Institute of Shengli Oilfield Co., Dongying 257015, China;Oil source correlation and oil accumulaion process of the Dongxin oilfield, Dongying depression, China[J];Journal of Chengdu University of Technology(Science & Technology Edition);2005-03
8 Lin Haiyan, Dai Yun, Xiao Cixun (Chengdu University of Technology, China);A WELL LOG AUTOMATED IDENTIFICATION OF ROCK BOUNDARIES METHOD BASED ON WALSH TRANSFORM[J];JOURNAL OF CHENGDU UNIVERSITY OF TECHNOLOGY;1999-01
9 Zhang Jingzhong;Acoustic Formation Factor Formula and Its Application[J];;1989-06
10 Liao Mingguang, Zhou Nanxiang & Tan Dehui;Sedimentary Facies Identification by Fuzzy Pattern,[J];;1991-03
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