Oil & Gas Geology ›› 2023, Vol. 44 ›› Issue (2): 247-263.doi: 10.11743/ogg20230201
• Petroleum Geology • Previous Articles Next Articles
Guangfu WANG1(), Hai XU1, Fayou LI1, Jianfang SUN1, Wenlong DUAN2
Received:
2022-12-20
Revised:
2023-01-20
Online:
2023-04-01
Published:
2023-03-17
CLC Number:
Guangfu WANG, Hai XU, Fayou LI, Jianfang SUN, Wenlong DUAN. Predication methods of ultra-thin sandstone reservoirs and their application to blocks 14 and 17 in the Andes, Ecuador[J]. Oil & Gas Geology, 2023, 44(2): 247-263.
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1 | 李庆忠. 地震高分辨率勘探中的误区与对策[J]. 石油地球物理勘探, 1997, 32(6): 751-783, 890. |
LI Qingzhong. Some mistaken concepts in high-resolution seismic exploration and the corresponding countermeasures[J]. Oil Geophysical Prospecting, 1997, 32(6): 751-783, 890. | |
2 | 赵殿栋, 郑泽继, 吕公河, 等. 高分辨率地震勘探采集技术[J]. 石油地球物理勘探, 2001, 36(3): 263-271. |
ZHAO Diandong, ZHENG Zeji, Gonghe LYU, et al. Seismic acquisition technique for high-resolution[J]. Oil Geophysical Prospecting, 2001, 36(3): 263-271. | |
3 | 王清振, 姜秀娣, 翁斌, 等. 基于变时窗Gabor变换的高分辨率处理技术研究与应用[J]. 中国海上油气, 2015, 27(6): 19-26. |
WANG Qingzhen, JIANG Xiudi, WENG Bin, et al. Research and application of high resolution technique based on Gabor transform with variable time window[J]. China Offshore Oil and Gas, 2015, 27(6): 19-26. | |
4 | 张琳琳, 明君, 夏同星, 等. 井控层控Q参数建模技术在渤海地震资料高分辨率处理中的应用[J]. 地球物理学进展, 2020, 35(6): 2435-2440. |
ZHANG Linlin, MING Jun, XIA Tongxing, et al. Application of well-control and strata-bound Q-parameter modeling in Bohai seismic high-resolution processing[J]. Progress in Geophysics, 2020, 35(6): 2435-2440. | |
5 | 李佳欣, 杨春, 王赟. 薄互层等效各向异性的研究现状与存在问题[J]. 石油物探, 2021, 60(2): 224-237. |
LI Jiaxin, YANG Chun, WANG Yun. A state of the art on the equivalent anisotropy of thin interbeds[J]. Geophysical Prospecting for Petroleum, 2021, 60(2): 224-237. | |
6 | 胡永泉, 黄建波, 田志华, 等. 基于单道SVD和振幅比的地面微地震资料去噪方法[J]. 石油物探, 2019, 58(1): 43-52, 62. |
HU Yongquan, HUANG Jianbo, TIAN Zhihua, et al. Ground microseismic data denoising based on single-channel singular value decomposition and amplitude ratio[J]. Geophysical Prospecting for Petroleum, 2019, 58(1): 43-52, 62. | |
7 | 马继涛, 王建花, 刘国昌. 基于频率域奇异值分解的地震数据插值去噪方法研究[J]. 石油物探, 2016, 55(2): 205-213. |
MA Jitao, WANG Jianhua, LIU Guochang. Seismic data noise attenuation and interpolation using singular value decomposition in frequency domain[J]. Geophysical Prospecting for Petroleum, 2016, 55(2): 205-213. | |
8 | GUO Kanghui, LABATE D. Optimally sparse multidimensional representation using shearlets[J]. SIAM Journal on Mathematical Analysis, 2007, 39(1): 298-318. |
9 | WANG Enning, NEALON J. Applying machine learning to 3D seismic image denoising and enhancement[J]. Interpretation, 2019, 7(3): SE131-SE139. |
10 | 李波, 文晓涛, 张懿疆, 等. 基于Lucy-Richardson算法和广义S变换的Q值提取[J]. 石油物探, 2019, 58(5): 689-699, 708. |
LI Bo, WEN Xiaotao, ZHANG Yijiang, et al. Combined generalized S transform and Lucy-Richardson algorithm for Q-value extraction[J]. Geophysical Prospecting for Petroleum, 2019, 58(5): 689-699, 708. | |
11 | 蒋立, 陈勇, 肖艳玲, 等. 地表过渡带近地表Q补偿与地表一致性反褶积处理效果对比研究[J]. 石油物探, 2018, 57(6): 870-877. |
JIANG Li, CHEN Yong, XIAO Yanling, et al. A comparison of near-surface Q compensation and surface-consistent deconvolution in the near-surface transition zone[J]. Geophysical Prospecting for Petroleum, 2018, 57(6): 870-877. | |
12 | 王小杰, 栾锡武. 基于小波分频技术的地层Q值补偿方法研究[J]. 石油物探, 2017, 56(2): 203-209. |
WANG Xiaojie, LUAN Xiwu. The study of formation Q value compensation method based on wavelet frequency division technology[J]. Geophysical Prospecting for Petroleum, 2017, 56(2): 203-209. | |
13 | 李晓峰, 潘龙, 杨晓海, 等. 准噶尔腹部沙漠区地震资料宽频处理关键技术及应用效果[J]. 石油物探, 2021, 60(3): 430-437. |
LI Xiaofeng, PAN Long, YANG Xiaohai, et al. Key technique for broadband processing of seismic data in a desert area in the middle of the Junggar Basin, China[J]. Geophysical Prospecting for Petroleum, 2021, 60(3): 430-437. | |
14 | 李拥军, 宋炜, 唐传章, 等. 复数域匹配追踪近地表Q值估计及深度学习建模[J]. 石油物探, 2021, 60(1): 123-135. |
LI Yongjun, SONG Wei, TANG Chuanzhang, et al. Complex domain-matching pursuit for near-surface Q-estimate and deep learning modeling[J]. Geophysical Prospecting for Petroleum, 2021, 60(1): 123 - 135. | |
15 | 王江, 涂国田, 王杰. 基于载波调制的高分辨率地震双向拓频技术及其应用[J]. 石油物探, 2021, 60(6): 954-963. |
WANG Jiang, TU Guotian, WANG Jie. High-resolution seismic bidirectional frequency extension based on carrier modulation[J]. Geophysical Prospecting for Petroleum, 2021, 60(6): 954-963. | |
16 | 江雨濛, 曹思远, 陈思远, 等. 基于二阶自适应同步挤压S变换的时变子波提取方法[J]. 石油物探, 2021, 60(5): 721-731. |
JIANG Yumeng, CAO Siyuan, CHEN Siyuan, et al. Time-varying wavelet estimation method based on second-order adaptive synchro-squeezing S transform[J]. Geophysical Prospecting for Petroleum, 2021, 60(5): 721-731. | |
17 | 王承曙, 张裕平. 自适应的最小平方反褶积及在地震勘探中的应用[J]. 地球物理学报, 1987, 30(3): 307-317. |
WANG Chengshu, ZHANG Yuping. Adaptive least square deconvolution and application to seismic prospecting[J]. Chinese Journal of Geophysics, 1987, 30(3): 307-317. | |
18 | LEINBACH J. Wiener spiking deconvolution and minimum‐phase wavelets: A tutorial[J]. The Leading Edge, 1995, 14(3): 189-192. |
19 | 王君, 周兴元, 曹孟起. 同态反褶积的改进与应用[J]. 石油地球物理勘探, 2003, 38(S1): 27-30. |
WANG Jun, ZHOU Xingyuan, CAO Mengqi. Improvement and application of homomorphic deconvolution[J]. Oil Geophysical Prospecting, 2003, 38(S1): 27-30. | |
20 | HARGREAVES N D, CALVERT A J. Inverse Q filtering by Fourier transform[J]. Geophysics, 1991, 56(4): 519-527. |
21 | CHAKRABORTY A, OKAYA D. Frequency-time decomposition of seismic data using wavelet-based methods[J]. Geophysics, 1995, 60(6): 1906-1916. |
22 | RODRIGUEZ I V, BONAR D, SACCHI M D. Microseismic record de‐noising using a sparse time‐frequency transform[M]//Anon. SEG Technical Program Expanded Abstracts 2011. Houston: Society of Exploration Geophysicists, 2011: 1693-1698. |
23 | 崔少华, 方振国, 王江涛, 等. 基于小波变换的地震数据去噪的研究[J]. 曲阜师范大学学报(自然科学版), 2018, 44(3): 54-58. |
CUI Shaohua, FANG Zhenguo, WANG Jiangtao, et al. Research on seismic data denoising based on wavelet transform[J]. Journal of Qufu Normal University(Natural Science), 2018, 44(3): 54-58. | |
24 | STOCKWELL R G, MANSINHA L, LOWE R P. Localization of the complex spectrum: The S transform[J]. IEEE Transactions on Signal Processing, 1996, 44(4): 998-1001. |
25 | PINNEGAR C R, MANSINHA L. The S-transform with windows of arbitrary and varying shape[J]. Geophysics, 2003, 68(1): 381-385. |
26 | 高静怀, 陈文超, 李幼铭, 等. 广义S变换与薄互层地震响应分析[J]. 地球物理学报, 2003, 46(4): 526-532. |
GAO Jinghuai, CHEN Wenchao, LI Youming, et al. Generalized S transform and seismic response analysis of thin interbeds[J]. Chinese Journal of Geophysics, 2003, 46(4): 526-532. | |
27 | 黄捍东, 冯娜, 王彦超, 等. 广义S变换地震高分辨率处理方法研究[J]. 石油地球物理勘探, 2014, 49(1): 82-88, 302. |
HUANG Handong, FENG Na, WANG Yanchao, et al. High-resolution seismic processing based on generalized S transform[J]. Oil Geophysical Prospecting, 2014, 49(1): 82-88, 302. | |
28 | PURYEAR C I, CASTAGNA J P. Layer-thickness determination and stratigraphic interpretation using spectral inversion: Theory and application[J]. Geophysics, 2008, 73(2): R37-R48. |
29 | 杜斌山, 贺振华, 曹正林, 等. 地震地质多信息融合的井震标定方法研究[J]. 天然气地球科学, 2009, 20(2): 254-257. |
DU Binshan, HE Zhenhua, CAO Zhenglin, et al. Well-to-seismic calibration method with multiple seismic geological information integrated[J]. Natural Gas Geoscience, 2009, 20(2): 254-257. | |
30 | AL-DOSSARY S, WANG Jinsong. An improved Markov chain Monte Carlo approach for wavelet extraction[M]//SICKING C, FERGUSON J. SEG Technical Program Expanded Abstracts 2016. Houston: Society of Exploration Geophysicists, 2016: 5187-5191. |
31 | 迟唤昭, 刘财, 单玄龙, 等. 谱反演方法在致密薄层砂体预测中的应用研究[J]. 石油物探, 2015, 54(3): 337-344, 366. |
CHI Huanzhao, LIU Cai, SHAN Xuanlong, et al. Application of spectral inversion for tight thin-bed sand body prediction[J]. Geophysical Prospecting for Petroleum, 2015, 54(3): 337-344, 366. | |
32 | 贾承造, 赵文智, 邹才能, 等. 岩性地层油气藏勘探研究的两项核心技术[J]. 石油勘探与开发, 2004, 31(3): 3-9. |
JIA Chengzao, ZHAO Wenzhi, ZOU Caineng, et al. Two key technologies about exploration of stratigraphic/lithologicai reservoirs[J]. Petroleum Exploration and Development, 2004, 31(3): 3-9. | |
33 | 高君, 毕建军, 赵海山, 等. 地震波形指示反演薄储层预测技术及其应用[J]. 地球物理学进展, 2017, 32(1): 142-145. |
GAO Jun, BI Jianjun, ZHAO Haishan, et al. Seismic waveform inversion technology and application of thinner reservoir prediction[J]. Progress in Geophysics, 2017, 32(1): 142-145. | |
34 | 魏敏, 李守济, 时秀朋, 等. 波形指示反演在准中庄3工区薄储层预测中的应用[J]. 石油物探, 2021, 60(4): 643-651. |
WEI Min, LI Shouji, SHI Xiupeng, et al. Application of a seismic motion inversion method for thin reservoir prediction in the Zhuang-3 Block of the Central Junggar Basin[J]. Geophysical Prospecting for Petroleum, 2021, 60(4): 643-651. | |
35 | 杨文采. 地震道的非线性混沌反演——Ⅰ. 理论和数值试验[J]. 地球物理学报, 1993, 36(2): 222-232. |
YANG Wencai. Nonlinear chaotic inversion of seismic traces: (I)Theory and numerical experiments[J]. Chinese Journal of Geophysics, 1993, 36(2): 222-232. | |
36 | 黄捍东, 罗群, 付艳, 等. 地震相控非线性随机反演研究与应用[J]. 石油地球物理勘探, 2007, 42(6): 694-698. |
HUANG Handong, LUO Qun, FU Yan, et al. Study and application of seismic phase-controlled non-linear random inversion[J]. Oil Geophysical Prospecting, 2007, 42(6): 694-698. | |
37 | 马中振, 谢寅符, 陈和平 等. 南美典型前陆盆地斜坡带油气成藏特征与勘探方向选择——以厄瓜多尔Oriente盆地M区块为例[J]. 天然气地球科学, 2014, 25(3): 379-387. |
MA Zhongzhen, XIE Yinfu, CHEN Heping, et al. Hydrocarbon accumulation feature and exploration direction selection: Taking M block of Oriente Basin, Ecuador as an example [J]. Natural Gas Geoscience, 2014, 25(3): 379-387. | |
38 | 李晓峰, 王晓涛, 林娟, 等. 一致性处理技术在准噶尔盆地三维连片处理中的应用[J]. 石油地球物理勘探, 2018, 53(S2): 33-41. |
LI Xiaofeng, WANG Xiaotao, LIN Juan, et al. Consistent processing for 3D seismic data merging in Junggar Basin[J]. Oil Geophysical Prospecting, 2018, 53(S2): 33-41. | |
39 | 陈浩, 刘喜武, 孟宪军. 地震叠后数据抽取中关键问题探讨[J]. 胜利油田职工大学学报, 2008, 22(6): 41-42. |
CHEN Hao, LIU Xiwu, MENG Xianjun. Key issues in post-stack seismic data extraction[J]. Journal of Shengli Oilfield Staff University, 2008, 22(6): 41-42. | |
40 | 敬兵, 潘文庆, 邓兴梁, 等. 三维地震叠后数据体拼接方法及装置: CN201410594012.1[P]. 2018-01-02. |
JING Bing, PAN Wenqing, DENG Xingliang, et al. Method and device for splicing data body after three-dimensional seismic stacking: CN201410594012.1[P]. 2018-01-02. | |
41 | 龚洪林, 张虎权, 姚清洲, 等. 不同三维地震数据体的拼接方法及其装置: CN201510459489.3[P]. 2015-11-25. |
GONG Honglin, ZHANG Huquan, YAO Qingzhou, et al. Stitching method and device of different three-dimensional seismic data bodies: CN201510459489.3[P]. 2015-11-25. | |
42 | 郭银玲, 刘能超, 彭苏萍, 等. 叠前地震数据拼接方法及装置: CN201910763081.3[P]. 2019-10-25. |
GUO Yinling, LIU Nengchao, PENG Suping, et al. Prestack seismic data stitching method and device: CN201910763081.3[P]. 2019-10-25. | |
43 | 葛永慧, 康志军. 加权移动趋势面拟合[J]. 工程图学学报, 2008, 29(2): 110-115. |
GE Yonghui, KANG Zhijun. Weighted technology of moving trend surface fitting[J]. Journal of Graphics, 2008, 29(2): 110-115. | |
44 | 管仁荣. 趋势面分析在地球物理勘探中的应用研究[J]. 中国矿业, 2012, 21(S1): 474-478. |
Guan Renrong. The study of trend surface analysis[J]. China Mining Magazine, 2012, 21(S1): 474-478. | |
45 | 孙学继, 杨晓. 合成地震记录制作方法研究[J]. 石油地球物理勘探, 1997, 32(S2): 34-39, 189. |
SUN Xueji, YANG Xiao. Research on the production method of synthetic seismic records[J]. Oil Geophysical Prospecting, 1997, 32(S2): 34-39, 189. | |
46 | 孙振涛, 孟宪军, 慎国强, 等. 高精度合成地震记录制作技术研究[J]. 石油地球物理勘探, 2002, 37(6): 640-643. |
SUN Zhentao, MENG Xianjun, SHEN Guoqiang, et al. The technology of making high-precision synthetic seismogram[J]. Oil Geophysical Prospecting, 2002, 37(6): 640-643. | |
47 | 凌云研究组. 测井与地震信息标定研究[J]. 石油地球物理勘探, 2004, 39(1): 68-74. |
Ling Yun Research Group. Study of logging and seismic information labeling[J]. Oil Geophysical Prospecting, 2004, 39(1): 68-74. | |
48 | 靳玲, 苏桂芝, 刘桂兰, 等. 合成地震记录制作的影响因素及对策[J]. 石油物探, 2004, 43(3): 267-271. |
JIN Ling, SU Guizhi, LIU Guilan, et al. Influencing factors in making synthetic seismogram and counter measures[J]. Geophysical Prospecting for Petroleum, 2004, 43(3): 267-271. | |
49 | 宋建国, 李辉, 刘垒, 等. 合成地震记录制作中的质量控制方法研究[J]. 地球物理学进展, 2009, 24(1): 176-182. |
SONG Jianguo, LI Hui, LIU Lei, et al. Quality control methods of synthetic seismograms[J]. Progress in Geophysics, 2009, 24(1): 176-182. | |
50 | 杨帅, 陈洪德, 王山山, 等. 精细井震分频标定及其特殊检验方法研究[J]. 科学技术与工程, 2013, 13(29): 8561-8566. |
YANG Shuai, CHEN Hongde, WANG Shanshan, et al. The research of fine frequency division well-to-seismic calibration and special test method[J]. Science Technology and Engineering, 2013, 13(29): 8561-8566. | |
51 | 顾雯, 章雄, 徐敏, 等. 强屏蔽下薄储层高精度预测研究——以松辽盆地三肇凹陷为例[J]. 石油物探, 2017, 56(3): 439-448. |
GU Wen, ZHANG Xiong, XU Min, et al. High precision prediction of thin reservoir under strong shielding effect and its application: A case study from Sanzhao Depression, Songliao Basin[J]. Geophysical Prospecting for Petroleum, 2017, 56(3): 439-448. | |
52 | 张军华, 于虓野, 芦凤明, 等. 复杂断块油藏地震标定研究与新认识——以大港自来屯油田为例[J]. 石油物探, 2022, 61(4): 647-658, 711. |
ZHANG Junhua, YU Xiaoye, LU Fengming, et al. Research and new acquaintance of seismic calibration for complex fault block reservoir: A case study from Zilaitun area of Dagang Oilfield[J]. Geophysical Prospecting for Petroleum, 2022, 61(4): 647-658, 711. | |
53 | 杜鑫, 张广智, 刘沛然. 两种反褶积技术应用效果的对比[J]. 石油物探, 2021, 60(S1): 85-89. |
DU Xin, ZHANG Guangzhi, LIU Peiran. Comparison of two deconvolution methods[J]. Geophysical Prospecting for Petroleum, 2021, 60(S1): 85-89. | |
54 | 王一惠, 王小卫, 张涛, 等. 西部沙漠区中深层地震数据近地表Q补偿应用研究[J]. 石油物探, 2021, 60(6): 944-953. |
WANG Yihui, WANG Xiaowei, ZHANG Tao, et al. Application of near-surface Q compensation for seismic data from a mid-depth layer in the western desert in China[J]. Geophysical Prospecting for Petroleum, 2021, 60(6): 944-953. | |
55 | 郭树祥, 李建明, 毕立飞, 等. 频率域地表一致性反褶积方法及应用效果分析[J]. 石油物探, 2003, 42(1): 97-101. |
GUO Shuxiang, LI Jianming, BI Lifei, et al. Frequency domain surface-consistent deconvolution and its application[J]. Geophysical Prospecting for Petroleum, 2003, 42(1): 97-101. | |
56 | 颜中辉, 方刚, 徐华宁, 等. 希尔伯特谱白化方法在海洋地震资料高分辨率处理中的应用[J]. 海洋地质与第四纪地质, 2018, 38(4): 212-220. |
YAN Zhonghui, FANG Gang, XU Huaning, et al. The application of Hilbert spectral whitening method to high resolution processing of marine seismic data[J]. Marine Geology & Quaternary Geology, 2018, 38(4): 212-220. | |
57 | 张全, 王一品, 张伟, 等. 地震波能量补偿的并行反Q滤波方法研究[J/OL]. 西南石油大学学报(自然科学版): 1-9[2023-01-31]. . |
ZHANG Quan, WANG Yipin, ZHANG Wei, et al. Research on parallel inverse Q filtering methods for seismic wave energy compensation[J/OL]. Journal of Southwest Petroleum University(Science & Technology Edition): 1-9[2023-01-31]. . | |
58 | 赵岩, 毛宁波, 陈旭. 基于时频域信噪比的自适应增益限反Q滤波方法[J]. 岩性油气藏, 2021, 33(4): 85-92. |
ZHAO Yan, MAO Ningbo, CHEN Xu. Self-adaptive gain-limit inverse Q filtering method based on Snr in time-frequency domain[J]. Lithologic Reservoirs, 2021, 33(4): 85-92. | |
59 | 郭志伟, 曹思远, 袁殿. 时空变自适应反Q滤波[J]. 石油科学通报, 2019, 4(2): 123-133. |
GUO Zhiwei, CAO Siyuan, YUAN Dian. Time-space variant adaptive inverse Q filtering[J]. Petroleum Science Bulletin, 2019, 4(2): 123-133. | |
60 | 陈祖庆, 王静波. 基于压缩感知的稀疏脉冲反射系数谱反演方法研究[J]. 石油物探, 2015, 54(4): 459-466. |
CHEN Zuqing, WANG Jingbo. A spectral inversion method of sparse-spike reflection coefficients based on compressed sensing[J]. Geophysical Prospecting for Petroleum, 2015, 54(4): 459-466. | |
61 | 戴前伟, 丁浩, 张华, 等. 基于变分模态分解和奇异谱分析的GPR信号去噪[J]. 吉林大学学报(地球科学版), 2022, 52(3): 701-712. |
DAI Qianwei, DING Hao, ZHANG Hua, et al. Noise reduction method of GPR signal based on VMD-SSA[J]. Journal of Jilin University(Earth Science Edition), 2022, 52(3): 701-712. | |
62 | 乔云, 李琼, 钱浩东, 等. 基于VMD与改进小波阈值的地震信号去噪方法研究[J]. 物探化探计算技术, 2021, 43(6): 690-696. |
QIAO Yun, LI Qiong, QIAN Haodong, et al. Seismic signal denoising method based on VMD and improved wavelet threshold[J]. Computing Techniques for Geophysical and Geochemical Exploration, 2021, 43(6): 690-696. | |
63 | 孙小东, 王伟奇, 任丽娟, 等. 地震数据智能去噪与传统去噪方法的对比及展望[J]. 地球物理学进展, 2020, 35(6): 2211-2219. |
SUN Xiaodong, WANG Weiqi, REN Lijuan, et al. Comparison and prospect on AI denoising of seismic data along with traditional denoising methods[J]. Progress in Geophysics, 2020, 35(6): 2211-2219. | |
64 | 欧阳敏, 王大为, 李志娜, 等. 基于压缩感知的小波阈值和CEEMD联合去噪方法[J]. 地球物理学进展, 2019, 34(2): 615-621. |
OUYANG Min, WANG Dawei, LI Zhina, et al. Research on CEEMD and wavelet threshold jointed denoising based on compressed sensing[J]. Progress in Geophysics, 2019, 34(2): 615-621. | |
65 | 张珩, 王建立, 李文滨, 等. 基于压缩感知和反演理论的储层预测研究[J]. 石油物探, 2022, 61(6): 1028-1034. |
ZHANG Heng, WANG Jianli, LI Wenbin, et al. Reservoir prediction based on compressed sensing and inversion theory[J]. Geophysical Prospecting for Petroleum, 2022, 61(6): 1028-1034. | |
66 | 朱相羽, 郭廷超, 曹文俊, 等. 基于反射系数反演提高地震资料分辨率[J]. 石油物探, 2022, 61(6): 985-993. |
ZHU Xiangyu, GUO Tingchao, CAO Wenjun, et al. A seismic resolution improvement method based on reflection coefficient inversion[J]. Geophysical Prospecting for Petroleum, 2022, 61(6): 985-993. | |
67 | 黄捍东, 张建军, 刘伟, 等. 地震相控混沌反演在岩性油气藏储层预测中的应用——以RY坳陷M井区为例[J]. CT理论与应用研究, 2019, 28(5): 549-557. |
HUANG Handong, ZHANG Jianjun, LIU Wei, et al. Application of chaos inversion controlled by seismic facies in prediction of lithologic reservoirs: A case study of M Well area in RY depression[J]. Computerized Tomography Theory and Applications, 2019, 28(5): 549-557. | |
68 | 黄捍东, 张如伟, 魏世平. 地震非线性随机反演方法在陆相薄砂岩储层预测中的应用[J]. 石油学报, 2009, 30(3): 386-390. |
HUANG Handong, ZHANG Ruwei, WEI Shiping. Research on application of seismic nonlinear random inversion to reservoir prediction in the thin sandstone of continental deposits[J]. Acta Petrolei Sinica, 2009, 30(3): 386-390. | |
69 | 高君, 黄捍东, 季敏, 等. 碳酸盐岩储层地震相控非线性反演技术及应用[J]. 石油物探, 2020, 59(3): 396-403. |
GAO Jun, HUANG Handong, JI Min, et al. Seismic phase-controlled nonlinear inversion of a carbonate reservoir[J]. Geophysical Prospecting for Petroleum, 2020, 59(3): 396-403. | |
70 | 尹彬, 胡祥云. 非线性反演的贝叶斯方法研究综述[J]. 地球物理学进展, 2016, 31(3): 1027-1032. |
YIN Bin, HU Xiangyun. Overview of nonlinear inversion using Bayesian method[J]. Progress in Geophysics, 2016, 31(3): 1027-1032. |
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