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《Well Logging Technology》 2005-01
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Some Remarks on Application of Fractal Analyses in Well Logging Data

LI Chunfeng(Lab of Marine Geology, Ministry of Education, Tongji Univercity, Shanghai 200092, China)  
This paper discusses applications of fractal analyses in well logging data, and particularly some related problems which are prone to causing misunderstandings and errors. One of the most troublesome issues is the inconsistency between the rescaledrange method and the power spectrum method, mainly due to the incorrect preprocessing of the raw well data. Then discussed is the relationship between the global scaling exponent (H) and the local singularity exponent (Hu), followed by the introduction of multifractal properties of well logging data. Studies show that multifractal spectra of log data are rarely symmetrical, but have steepened slopes on their left branches where the singularity strengths are higher. This indicates more rapid variations in fractal dimensions (or relative portions) for highly singular data points in the data series. Further discussed are the causes for the universal 1/f~~β phenomenon, and we come to see that while the causes might be multiple and intertwined, sedimentary process alone can produce multifractal sedimentary sequences.
【Fund】: 国家重点基础研究专项经费资助项目(G2000078501);; 同济大学211工程人才引进启动资金资助
【CateGory Index】: P631.84
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【References】
Chinese Journal Full-text Database 4 Hits
1 RAN Zhihong,LI Qiao (School of Civil Engineering,Southwest Jiaotong University,Chengdu 610031,China);Structure damage identification research based on fractal technique[J];Sichuan Building Science;2008-06
2 LI Xia,FAN Yi-ren,DENG Shao-gui,FANG Wen-jing(Faculty of Natural Resources & Information Technology,China University of Petroleum,Dongying,Shandong 257061,China);Review On Methods for Studying Strata Sequence with Log Data[J];Well Logging Technology;2006-05
3 LI Xin-fu1,LI Xiao-fan1,WU Ye2(1.State Key Laboratory of Lithospheric Evolution,Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China;2.Institute of Disaster-prevention Science and Technology,Sanhe 065201,China);Application of fractal theory in seismology[J];Progress in Geophysics;2007-02
4 Li Chunfeng,State Key Laboratory of Marine Geology, Tongji U niversity, Shanghai 200092, China;Assessing deconvolution models in view of multiscale reflectivity.[J];Progress in Exploration Geophysics;2005-04
【Citations】
Chinese Journal Full-text Database 8 Hits
1 Li Qianhou,Jing Wanxue,et al..WLT, 2000, 24(6):420 -422;To Enhance Logging Plots Resolution with Fractal Projection Method in Frequency Domain.[J];Well Logging Technology;2000-06
2 Zhao Liang, Wu Xiling.;The Fractal Model of Heterogeneous Oil Formation and It's Well Logging Description.[J];Well Logging Technology;2001-03
3 Li Qingmou 1,2 , Cheng Qiuming 1,2 (1.Geophysical Research Institute, Chinese Academy of Sciences, Beijing100101, China; 2.Department of Earth & Atmospheric Science, York University, TorontoM3J1P3, Canada);Fractal Correction of Well Logging Curves[J];;2002-01
4 Luo Chaosheng Wang Fuquan(Dept.of Physics, Sichuan Teachers' College,Nanchong 637002);THE ALGORITHM OF REBUILDING THE LOGGING CURVE WITH FRACTAL TECHNIQUE AND ITS APPLICATION[J];JOURNAL OF SICHUAN TEACHERS COLLEGE(NATURAL SCIENCE);1995-04
5 Yue Youxi et al.(Department of Exploration, University of Petroleum, Dongying 257062);The application of multifractals in fracture research[J];GEOPHYSICAL PROSPECTING FOR PETROLE;1998-01
6 LI Qing mou , LIU Shao hua (Institude of geology and geoplyscs, Chinese academy of Sciences, Beijing100101, China);FRACTAL NOISE、 MULTI FRACTAL FILTERING AND THEIR APPLICATIONS TO WELL LOGGING DATA PROCESSING[J];Computing Techniques For Giophysical and Geochenical Exploration;2001-01
7 Li Yunsheng Xiao Xianci (University of Electronic Science and Technology of China);A Study on the Fractal Characterization of Sonic Logging Signal[J];Signal Processing;2002-02
8 Xi Daoying Zhang Tao Liu Ruifeng Dept. of Earth & Space Sci., Univ. of Sci. & Tech. of China and Advanced Centre for Earth Science & Astronomy, Univ. of Sci. & Tech. of China, Third World Academy of Sci., Hefei 230026;THE SPECTRAL ANALYSIS OF SELF AFFINE STRUCTURE IN COMPREHENSIVE WELL LOGS OF BAPANXIA AREA[J];CHINESE JOURNAL OF ROCK MECHANICS AND ENGINEERING;1997-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 JIANG Zhi-qiang(Collage of Computer Science and Technology, Jilin University, Changchun 130026,China);Some questions in the applications research of fractaland analyse of its present situation and foreground[J];Journal of Changchun Post and Telecommunication Institute;2004-01
2 WEN Huan-ming 1,2 ,XIAO Ci-xun 2,LI Rui 2,YANG Bin 2,WANG Hua 2 (1.Information School, Hebei Sci-tech University, Shijiazhuang, Hebei 050054, China; 2. Information School, Univ. of Chengdu Science & Engineering, Chengdu, Sichuan 610059, China);On Multifractal Analysis Method in Well Logging Interpretation[J];Well Logging Technology;2004-05
3 WEN Huan-ming,ZHUANG Qing-de,MA Xiao-hong(Hebei University of Science and Technology,Shijiazhuang,Hebei 050054,China);Fractal Brown Movement Interpolation of Logging Curves[J];Well Logging Technology;2005-05
4 LI Xia,FAN Yi-ren,DENG Shao-gui,FANG Wen-jing(Faculty of Natural Resources & Information Technology,China University of Petroleum,Dongying,Shandong 257061,China);Review On Methods for Studying Strata Sequence with Log Data[J];Well Logging Technology;2006-05
5 LI Qing mou 1,2 LIU Shao hua 2 (1. Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing, 100101 China; 2.Dept. of Earth & Atmospheric, York University, Toronto, Canada);MULTI FRACTAL AND APPLICATION OF GEOPHYSICAL DATA[J];Progress In Geophysics;2001-01
6 LI Xin-fu1,LI Xiao-fan1,WU Ye2(1.State Key Laboratory of Lithospheric Evolution,Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China;2.Institute of Disaster-prevention Science and Technology,Sanhe 065201,China);Application of fractal theory in seismology[J];Progress in Geophysics;2007-02
7 YIN Shoupeng, WANG Guiwen (Department of Geoscience, Petroleum University, Beijing 102200,China);A SUMMARY OF SEDIMENTOLOGY FROM WELL LOGS[J];ADVANCE IN EARTH SCIENCES;1999-05
8 LI Qing-mou~(1,2) (1.Department of Geomatics, York University, Toronto, Canada M3J 1 P3; 2.Institute of Geophysics, CAS, Beijing 100101,China);MULTIFRACTAL-KRIGE INTERPOLATION METHOD[J];Advance in Earth Sciences;2005-02
9 XIE Shuyun, BAO Zhengyu (Faculty of Earth Science, China University of Geosciences, Wuhan 430074);MULTIFRACTAL AND GEOCHEMICAL ELEMENT DISTRIBUTION PATTERNS[J];Geology-geochemistry;2003-03
10 ZHOU Hong 1,YANG Yong li 2,LU Guo pu 2 (1.Faculty of Earth Resources,China University of Geosiences,Wuhan Hubei 430074,China; 2.Institute of Henan Petroleum Exploration and Exploitation, Nanyang Henan 473000,China);STUDY ON SEDIMENTARY MICROFACIES:TAKING H3 SUBMEMBER OF XIA′ERMEN OILFIELD AS AN EXAMPLE[J];Geological Science and Technology Information;2002-02
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 DI Wen-jun, XUE Li-jun, JIANG Shi-qi (College of Computer Science, University of Electronic Science & Technology of China, Chengdu 610054, China);Abnormity Detection of Network Traffic Applied Self-Similarity Analysis of Network Traffics[J];Ordnance Industry Automation;2003-06
2 HAN Xiang_jun 1,ZHAO Yong_hui 2, WU Jian_sheng 2, WAN Ming_hao 2 (1.Changchun University of Science and Technology, Changchun 130026, China; 2.Main Marine Laboratory of Educational Ministry, Tongji University, Shanghai 200092, China);THE APPLICATION OF THE FRACTAL THEORY IN PROCESSING AND INTERPRETATION OF THE GROUND-PENETRATING-RADAR DATA[J];JOURNAL OF CHANGCHUN UNIVERSITY OF SCIENCE AND TECHNOLOGY;2000-04
3 WANG Qian 1,2 , WU Zhi-fang 3, ZHANG Han-quan 4, MO Xiu-wen 5 (1. School of Resource and Information Technology,University of Petroleum,China, Beijing102249,China;2. Northeast Sub-Engineering and Technology Institute,Sinopec,Urumqi830011,China;3.Zhongkai University of Agriculture and Technology, Guangzhou520225,China;4. Guangzhou Marine Geological Survey, Guangzhou510760,China;5. College of GeoExploration Science and Technology, Jilin University, Changchun130026,China);The Application of Statistical Fractals to Describing the Reservoir Heterogeneity[J];Journal of Jiling University (Earth Science Edition);2005-03
4 HUANG Han dong, HU Guang min, HE Zheng hua, HUANG De ji (Chengdu University of Technology, China);WELL LOG CONSTRAINED MULTISCALE RESERVOIR THICKNESS INVERSION[J];JOURNAL OF CHENGDU UNIVERSITY OF TECHNOLOGY;1999-04
5 LI Feng-jie~1, WANG Duo-yun~1, Cheng Wei~2 f Chinese Academy of Sciences, China; 2.Liaoning Institute of Engineering Survey, Jinzhou, China);Use of natural gamma-ray well log to study sedimentary cycles of Yan'an Formation in Eastern Gansu, Ordos Basin, China[J];Journal of Chengdu University of Technology(Science & Technology Edition);2004-05
6 LI Zhong-feng,HE Shun-li,YANG Wen-xinCollege of Oil & Gas Engineering,University of Petroleum,Beijing 102249,China;Study on fractal features of the porous structure in sandstone reservoirs[J];Journal of Chengdu University of Technology(Science & Technology Edition);2006-02
7 Xue Mei, Chu Zehan, Jiang Hao, Zhao Baocheng, et al.. WLT, 2000, 24(6): 470-475;Discussion on Several Problems in the Estimation of Cement Bond Quality.[J];Well Logging Technology;2000-06
8 Fang Zhanjie. Guo Haimin, Shen Shibo.;Application of Fractal Character in Prediction of Reservoir Operating Parameters[J];Well Logging Technology;2001-01
9 Liu Hongqi, Xia Hongquan, Jin Song, et al..;On Fractal Nature of the Cementation Exponent m.[J];Well Logging Technology;2001-01
10 Zhao Liang, Wu Xiling.;The Fractal Model of Heterogeneous Oil Formation and It's Well Logging Description.[J];Well Logging Technology;2001-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 BU Heerdun1,HAN Feng2(1.College of Sciences,Inner Mongolia Agricultural University,Huhhot 010018,China;2.School of Mechanical Engineering,Inner Mongolia University of Technology,Huhhot 010051,China);The method of adaptive signal filtering with fractal dimension[J];Progress in Geophysics;2008-02
2 YOU Jian-jun1,2,CHEN Qiang3,ZHANG Chao-mo4,CHANG Xu2(1.China National Logging Corporation,Beijing 100101,China;2.Institute of Geology and Geophysics China Academy of Sciences,Beijing 100029,China; 3.Computer Center ShangHai University of Engineer science,Shanghai 200336,China;4.Key Laboratory of Exploration Technologies for Oil and Gas Resources,Ministry of Education,Yangtze University,Jingzhou 434023,China);NMO correction of long-spread seismic events in homogeneous and isotropic media[J];Progress in Geophysics;2008-04
3 Wang Hongyu1,Fan Tailiang1,Zhao Weiyong2,Du Yushu1,Gao Chao11.School of Energy Resources,China University of Geosciences(Beijing),Beijing 100083,China2.Qinghai Oilfield Company Exploration and Development Research Institute,Dunhuang 736202,China;Study of the method for identification of carbonatite logging sequence stratigraphy——a case study of the Ordovician in the Ka1 area of Tazhong uplift,Tarim basin[J];Earth Science Frontiers;2008-02
4 A Fa-you1,2,3,Kong Ji-ming1,2,Tian Shu-jun1,2,3 Cun Yun1,2,3 Wu Wen-ping1,2,3(1.Key Laboratory of mountain Hazards and Surface Process,Chinese Academy of Sciences,Chengdu Sichuan 610041,China;2.Institute of mountain Hazards and Environment,Chinese Academy of Sciences,Chengdu Sichuan 610041;China;3.Graduate School of Chinese Academy of Science,Chengdu Sichuan 610041 China);Quantitative Research the Earthquake-induced Geohazard Controlled by Longmenshan Faults after Earthquake Based on the Fractal-Examplified by Beichuan County*[J];Geology and Exploration;2009-03
5 LI Xia, ZHOU Can-can (Research Institute of Petroleum Exploration and Development, Beijing 100083, China)FAN Yi-ren (China University of Petroleum, Dongying 257061, Shandong, China)HUANG Shu-xian ((Research Institute of Petroleum Exploration and Development, Beijing 100083, China);Automatically Demarcating the Logging Sequence Stratigraphy by Using Zero-crossing Wavelet Transform[J];Journal of Oil and Gas Technology;2008-06
6 LU Wei1,2,3 WANG He-yong4 YAO Zheng-an1,2 LI Lei1(Software Research Institute of SUN YAT-SEN University,Guangzhou 510080,China)1 (Mathematics Department of SUN YAT-SEN University,Guangzhou 510080,China)2(School of Information Technology and Sofeware Engineering of Beijing Normal University Zhuhai Campus,Zhuhai 519085,China)3(College of E-Business of South China University of Technology,Guangzhou 510275,China)4;GP Predicate Algorithm Based on the Improved Computing of Embedding Dimension and Time Delay[J];Computer Science;2009-05
7 Liu Bin,Li Zhenchun,Han Wengong.Faculty of Geo-Resources and Information,China University of Petroleum,Dongying 257061,China;Application of wavelet transform in correlation in synthetic seismogram and seismic traces nearby borehole[J];Progress in Exploration Geophysics;2007-03
8 Li Xia1,Fan Yiren2,Deng Shaogui2,Wang Tongshan1(1.PetroChina Research Institute of Petroleum Exploration & Development,Beijing 100083,China;2.China University of Petroleum,Dongying 257061,China );Automatic demarcation of sequence stratigraphy using the method of well logging multiscale data fusion[J];Petroleum Exploration and Development;2009-02
9 QIN Peng1,QIN Zhi-hai2(1.School of Civil and Hydraulic Engineering,Hefei University of Technology,Hefei 230009,China;2.Department of Building Engineering,Zhejiang Water Conservancy and Hydropower College,Hangzhou 310018,China);Analysis of high rocky slope monitoring data based on fractal theory[J];Hydro-Science and Engineering;2008-03
10 Yin Xing-yao, Department of Geophysics, Faculty of Earth Resource and Information, University of Petroleum, Dongying City, Shandong Province, 257062, China,Lin Jie and Yang Pei-jie;A negative entropy-based Bussgang seismic blind de-convolotion[J];Oil Geophysical Prospecting;2007-05
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 Wang Hong-nian; Li Zhou-bo; Yang Shan-de Chang Ming-che; Tao Hong-gen; Sun Hong-zhi (Physics Department Jilin University, Changchun 130023, China) (Geophysics Department Changchun University of Earth Siences, Changchun 130026, China) (Daqing Well Lo;REGULARIZED ALGORITHM FOR ENHANCEMENT OF VERTICAL RESOLUTION OF NATURAL GAMMA-RAY LOG[J];Chinese Journal of Geophysics;1997-06
2 Wang Fuquan, Luo Chaosheng, and Chen Guoxian Sichuan Teacher's College, Nanchong 637002;AN IMPROVEMENT OF G-P ALGORITHM AND ITS APPLICATION[J];Chinese Journal of Computation Physics;1993-03
3 Shen Chen; Yue Youxi; Wang Caijing(University of Petroleum, Dongying, China 257062);^ALGORITHM FOR COMPUTING MULTIFRACTAL SPECTRUM[J];JOURNAL OF THE UNIVERSITY OF PETROLEUM,CHINA;1996-01
4 Chen Zhiwen (Research Institude of Geophysical Prospecting for Petraleum, MGMR);SEISMIC DATA COMPRESSION AND RECOVERY USING FRACTAL DIMENSION[J];Geophysical Prospecting For Petrole;1992-01
5 He Chengzu Hua Mingqi (Department of Applied Chemistry,Chengdu Institute of Technology,Chengdu,Sichuan);FRACTAL GEOMETRY DESCRIPTION OF RESERVOIR PORE STRUCTURE[J];OIL & GAS GEOLOGY;1998-01
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