[1] 王仁铎.利用测井曲线形态特征定量判别沉积相[J].地球科学——中国地质大学学报,1991,16(3):303-309.
Wang Renduo.Quantitative discrimination of sedimentary facies by use of shape characteristics of log curves[J].Earth Science—Journal of China University of Geosciences,1991,16(3):303-309.
[2] 马世忠,黄孝特,张太斌.定量自动识别测井微相的数学方法[J].石油地球物理勘探,2000,35(5):582-589.
Ma Shizhong,Huang Xiaote,Zhang Taibin.Mathematic method for quantitative automatic identification of logging microfacies[J].Oil Geophysical Prospecting,2000,35(5):582-589.
[3] 刘红歧,陈平,夏宏泉.测井沉积微相自动识别与应用[J].测井技术,2006,30(3):233-236.
Liu Hongqi,Chen Ping,Xia Hongquan.Automatic identification of sedimentary microfacies with log data and its application[J].Well Logging Technology,2006,30(3):233-236.
[4] 雍世和,陈钢花,白康生.测井曲线自动分层[J].测井技术,1987,11(6):44-47.
Yong Shihe,Chen Ganghua,Bai Kangsheng.Automatical layering through well logging curves[J].Well Logging Technology,1987,11(6):44-47.
[5] 廖明光,周南翔,谈德辉.模糊模式识别沉积相[J].地球物理测井,1991,15(3):157-162.
Liao Mingguang,Zhou Nanxiang,Tan Dehui.Sedimentary facies identification by fuzzy pattern[J].Geological Well Logging,1991,15(3):157-162.
[6] 文政,雍世和,王中文.应用测井资料定量识别沉积微相[J].沉积学报,1996,14(1):40-46.
Wen Zheng,Yong Shihe,Wang Zhongwen.Quantitative discrimination of sedimentary microfacies by using well log data[J].Acta Sedimentologica Sinica,1996,14(1):40-46.
[7] 张涛,莫修文.基于交会图与模糊聚类算法的复杂岩性识别[J].吉林大学学报:地球科学版,2007,37(增刊):109-113.
Zhang Tao,Mo Xiuwen.Complex lithologic identification based on cross plot and fuzzy clustering algorithm[J].Journal of Jilin University:Earth Science Edition,2007,37(Sup.):109-113.
[8] 寻知锋,余继峰.聚类和判别分析在测井岩性识别中的应用[J].山东科技大学学报:自然科学版,2008,27(5):10-13.
Xun Zhifeng,Yu Jifeng.The application of cluster and discriminant analyses in logging lithology recognition[J].Journal of Shandong University of Science and Technology:Natural Science,2008,27(5):10-13.
[9] 王祝文,刘菁华,任莉.基于K均值动态聚类分析的地球物理测井岩性分类方法[J].东华理工大学学报:自然科学版,2009,32(2):152-156.
Wang Zhuwen,Liu Jinghua,Ren Li.The method for lithology classification in geophysical well logging based on the K-means dynamic clustering analysis[J].Journal of East China Institute of Technology:Natural Science,2009,32(2):152-156.
[10] 廖太平,张福荣,张志坚.基于模糊聚类算法的复杂岩性识别[J].大庆石油学院学报,2004,28(6):58-60.
Liao Taiping,Zhang Furong,Zhang Zhijian.Complex lithologic identification based on fuzzy clustering algorithm[J].Journal of Daqing Petroleum Institute,2004,28(6):58-60.
[11] 冉启全,李士伦,李元元.神经网络模式识别沉积微相[J].石油勘探与开发,1995,22(2):59-63.
Ran Qiquan,Li Shilun,Li Yuanyuan.Identification of sedimentary macrofacies with neural network[J].Petroleum Exploration and Development,1995,22(2):59-63.
[12] 刘争平,何永富.人工神经网络在测井解释中的应用[J].地球物理学报,1995,38(增刊):323-330.
Liu Zhengping,He Yongfu.Application of artificial neural networks in log analysis[J].Chinese Journal of Geophysics,1995,38(Sup.1):323-330.
[13] 罗利,姚声贤,任兴国,等.神经网络及模式识别技术在测井解释中的应用[J].测井技术,2002,26(5):364-368.
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,2002,26(5):364-368.
[14] 李道伦,卢德唐,孔祥言,等.BP神经网络隐式法在测井数据处理中的应用[J].石油学报,2007,28(3):105-108.
Li Daolun,Lu Detang,Kong Xiangyan,et al.Processing of well log data based on backpropagation neural network implicit approximation[J].Acta Petrolei Sinica,2007,28(3):105-108.
[15] 张洪,邹乐君,沈晓华.BP神经网络在测井岩性识别中的应用[J].地质与勘探,2002,38(6):63-65.
Zhang Hong,Zou Lejun,Shen Xiaohua.The application of BP neural network in well lithology identification[J].Geology and Prospecting,2002,38(6):63-65.
[16] 杨立强,王志章,熊琦华.复杂岩性储层参数评价中神经网络技术的应用[J].地球物理学进展,2003,18(1):44-48.
Yang Liqiang,Wang Zhizhang,Xiong Qihua.Application of neural network in logging interpretation[J].Progress in Geophysics,2003,18(1):44-48.
[17] 许少华,刘扬,梁久祯,等.基于遗传BP 算法和图像处理的沉积微相识别[J].石油学报,2002,23(3):48-51.
Xu Shaohua,Liu Yang,Liang Jiuzhen,et al.Sedimentary facies identification based on Genatic-BP algorithm and image process[J].Acta Petrolei Sinica,2002,23(3):48-51.
[18] 司马立强,肖华,袁龙,等.基于BP神经网络技术的储层流动单元研究[J].测井技术,2012,36(4):421-425.
Sima Liqiang,Xiao Hua,Yuan Long,et al.Research on reservoir flow unit based on BP neural network technology[J].Well Logging Technology,2012,36(4):421-425.
[19] 周金应,桂碧雯,李茂,等.基于岩控的人工神经网络在渗透率预测中的应用[J].石油学报,2010,31(6):985-988.
Zhou Jinying,Gui Biwen,Li Mao,et al.An application of the artificial neural net dominated by lithology to permeability prediction[J].Acta Petrolei Sinica,2010,31(6):985-988.
[20] 陈钢花,申辉林,雍世和.应用数理统计方法自动解释地层岩性及沉积微相[J].石油大学学报:自然科学版,1996,20(4):26-29.
Chen Ganghua,Shen Huilin,Yong Shihe.Automatic analysis of lithology and sedimentary microfacies by means of mathematical statistics[J].Journal of the University of Petroleum,China,1996,20(4):26-29.
[21] 雍世和,陈钢花.应用Bayes逐步判别分析自动确定岩性[J].石油物探,1990,29(2):68-77.
Yong Shihe,Chen Ganghua.Automatic determination of lithology by using of Bayes Step-by-Step discriminative analysis[J].Geophysical Prospecting for Petroleum,1990,29(2):68-77.
[22] 张萌,田景春,吴志勇.用Bayes判别模型识别未取芯井——以沾化凹陷罗家鼻状构造沙四上段近岸水下扇砂砾岩体为例[J].成都理工学院学报,2001,28(3):273-278.
Zhang Meng,Tian Jingchun,Wu Zhiyong.Application of the Bayes discriminant analysis to sedimentary microfacies of the non-cores in formation's drills [J].Journal of Chengdu University of Technology,2001,28(3):273-278.
[23] 倪新锋,田景春,陈洪德,等.应用测井资料定量识别沉积微相——以鄂尔多斯盆地地姬塬-白豹地区三叠系延长组为例[J].成都理工大学学报:自然科学版,2007,34(1):57-61.
Ni Xinfeng,Tian Jingchun,Chen Hongde,et al.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,2007,34(1):57-61.
[24] 鞠武,韩学辉,支乐菲,等.应用Bayes逐步判别分析识别辛176区块Es4储层岩性[J].物探化探计算技术,2012,34(5):576-581.
Ju Wu,Han Xuehui,Zhi Lefei,et al.A lithology identification method in Es4 reservoir of Xin 176 block with Bayes stepwise discriminant method[J].Computing Techniques for Geophysical and Geochemical Exploration,2012,34(5):576-581.
[25] 王志章,熊琦华,张一伟,等.非均质复杂断块油田储层参数测井解释模型[J].石油学报,1994,15(增刊):89-98.
Wang Zhizhang,Xiong Qihua,Zhang Yiwei,et al.A study of logging interpretation model for reservoir parameters in the heterogeneous complicated block faulted oilfield[J].Acta Petrolei Sinica,1994,15(Sup):89-98.
[26] 王雅春,田春阳,张振伟,等.多总体逐步判别分析法在复杂油水层识别中的应用[J].大庆石油学院学报,2010,34(2):26-32.
Wang Yachun,Tian Chunyang,Zhang Zhenwei,et al.The application of multigroup stepwise discriminant analysis for complex oil,water and dry layers identification[J].Journal of Daqing Petroleum Institute,2010,34(2):26-32.
[27] 魏莲,肖慈珣.用自组织神经网络方法实现测井相定量识别[J].物探化探计算技术,2001,23(4):324-327.
Wei Lian,Xiao Cixun.Well logging facies identification using self-organization neural network[J].Computing Techniques for Geophysical and Geochemical Exploration,2001,23(4):324-327.
[28] 张治国,杨毅恒,夏立显.自组织特征映射神经网络在测井岩性识别中的应用[J].地球物理学进展,2005,20(2):332-336.
Zhang Zhiguo,Yang Yiheng,Xia Lixian.The application of self-organizing feature map neural network to logging lithological identification[J].Progress in Geophysics,2005,20(2):332-336.
[29] 任培罡,夏存银,李媛,等.自组织神经网络在测井储层评价中的应用[J].地质科技情报,2010,29(3):114-118.
Ren Peigang,Xia Cunyin,Li Yuan,et al.Application of self-organizing neural network to logging reservoir evaluation[J].Geological Science and Technology Information,2010,29(3):114-118.
[30] 罗利,陈鑫堂.用测井资料识别碳酸盐岩沉积相[J].测井技术,1997,21(1):39-45.
Luo Li,Chen Xintang.Identifying carbonate sedimentary facies with logging data[J].Well Logging Technology,1997,21(1):39-45.
[31] Aqrawi A A M,Thehni G A,Sherwani G H,et al.Mid-Cretaceous rudist-bearing carbonates of the Mishrif Formation:an important reservoir sequence in the Mesopotamian Basin,Iraq[J].Journal of Petroleum Geology,1998,21(1):57-82.
[32] Wilson J L.Carbonate facies in geologic history[M].Berlin:Springer-Verlag,1975:471.
[33] Dunham R J.Classification of carbonate rocks according to their depositional texture[M]// Ham W E,ed.Classification of Carbonate Rocks-a Symposium.Tulsa,OK:American Association of Petroleum Geologists Memoir 1,1962:108-121.
[34] 周彦,李忠平.测井相自动分析[J].石油勘探与开发,1987,14(6):14-21.
Zhou Yan,Li Zhongping.Automatic electrofacies analysis[J].Petroleum Exploration and Development,1987,14(6):14-21.
[35] 雍世和,陈钢花.自动测井相分析[J].石油学报,1990,11(4):41-50.
Yong Shihe,Chen Ganghua.Automatic electrofacies analysis[J].Acta Petrolei Sinica,1990,11(4):41-50.
[36] 刘业新,王继贤.测井相分析方法的研究及软件设计[J].科学通报,1989(4):287-290.
Liu Xingye,Wang Jixian.The research of logging facies analysis methods and the design of software[J].Chinese Science Bulletin,1989(4):287-290.
[37] 赵军龙.南梁油田华64区沉积微相分析技术研究[J].石油学报,2008,29(2):274-276.
Zhao Junlong.Study on micro-facies analysis technique for Hua 64 block in Nanliang Oilfield[J].Acta Petrolei Sinica,2008,29(2):274-276.
[38] 蔺景龙,张淑梅.测井相分析方法的研究[J].大庆石油学报,1992,17(1):16-22.
Lin Jinglong,Zhang Shumei.The study of logging facies analysis method[J].Journal of Daqing Petroleum Institute,1992,17(1):16-22.
[39] 潘懋,魏至峰,张绪定,等.复杂砂泥岩测井相专家系统[J].石油学报,1994,15(1):9-16.
Pan Mao,Wei Zhifeng,Zhang Xuding,et al.Expert system in well log facies analysis of a complex sand-mud stone[J].Acta Petrolei Sinica,1994,15(1):9-16.
[40] Serra O.Sedimentary environment from wire line logs[M].Houston:Services Techniques Schlumberger,1985.
[41] 黄作华,林建民.自然伽马测井曲线的分析与反褶积校正[J].地球物理学报,1983,26(5):492-501.
Huang Zuohua,Lin Jianmin.The analysis and deconvolution correction of natural gamma-ray logs[J].Chinese Journal of Geophysics,1983,26(5):492-501.
[42] Pirson S J.Geologic well logs analysis[M].Huston,Texas:Gulf Publishing Corporation,1978.
[43] 马正.应用自然电位测井曲线解释沉积环境[J].石油与天然气地质,1982,3(1):25-40.
Ma Zheng.Utilization of the combination of log shapes for explanation of the sedimentary environment[J].Oil & Gas Geology,1982,3(1):25-40.
[44] Klett M,Eichhorst F,Schfer A.Facies interpretation from well logs applied to the Tertiary Lower Rhine Basin fill[J].Netherlands Journal of Geosciences,2002,81(2):167-176. |