石油学报 ›› 2025, Vol. 46 ›› Issue (1): 236-254.DOI: 10.7623/syxb202501016
• 地质勘探 • 上一篇
曹宏, 代双和, 李金付, 胡善政, 古发明, 钟厚财, 周丽萍, 吴俊军
收稿日期:
2024-10-28
修回日期:
2024-11-22
发布日期:
2025-02-15
通讯作者:
代双和,男,1966年6月生,2008年获中国地质大学(北京)博士学位,现为中国石油集团东方地球物理勘探有限责任公司首席专家、教授级高级工程师,主要从事油气勘探开发地震综合解释与研究工作。Email:daishuanghe@cnpc.com.cn
作者简介:
曹宏,男,1972年6月生,1999年获中国石油勘探开发研究院博士学位,现为中国石油集团东方地球物理勘探有限责任公司总经理、教授级高级工程师,主要从事地震岩石物理、烃类检测、地震综合解释和地球物理生产经营管理工作。Email:caoho@petrochina.com.cn
基金资助:
Cao Hong, Dai Shuanghe, Li Jinfu, Hu Shanzheng, Gu Faming, Zhong Houcai, Zhou Liping, Wu Junjun
Received:
2024-10-28
Revised:
2024-11-22
Published:
2025-02-15
摘要: 全球致密油气资源丰富,已有百年勘探开发历史,目前已成为重要的油气储量/产量增长极。中国致密油气的勘探开发虽起步较晚,但发展较快。中国历经50余年勘探开发,已成为继美国之后实现大规模商业开发的主要国家。围绕中国致密油气的地质—工程需求,地震勘探技术在持续研发 攻关、技术创新和勘探实践中取得了重要进展,形成了地震采集、处理和解释关键配套技术,有力支撑了致密油气的规模勘探和效益开发。通过回顾全球致密油气的勘探开发历程,简要阐述致密油气的主要地质特点及地震勘探技术需求,梳理中国致密油气地震探测技术的发展历程与技术现状,展示典型应用成效,针对致密油气勘探开发的新需求和新挑战,对未来地震勘探技术的发展进行了展望。高精度、智能化、定量化和多学科融合是致密油气地震勘探技术发展的必然趋势。
中图分类号:
曹宏, 代双和, 李金付, 胡善政, 古发明, 钟厚财, 周丽萍, 吴俊军. 中国致密油气地震勘探技术及其发展方向[J]. 石油学报, 2025, 46(1): 236-254.
Cao Hong, Dai Shuanghe, Li Jinfu, Hu Shanzheng, Gu Faming, Zhong Houcai, Zhou Liping, Wu Junjun. Seismic exploration technology for tight oil and gas in China and its development direction[J]. Acta Petrolei Sinica, 2025, 46(1): 236-254.
[1] 邹才能. 非常规油气地质[M].北京:地质出版社, 2011. ZOU Caineng.Unconventional petroleum geology[M].Beijing:Geological Publishing House, 2011. [2] 关德师, 牛嘉玉, 郭丽娜, 等.中国非常规油气地质[M].北京:石油工业出版社, 1995. GUAN Deshi, NIU Jiayu, GUO Li’na, et al.Unconventional oil and gas geology in China[M].Beijing:Petroleum Industry Press, 1995. [3] HOLDITCH S A.Tight gas sands[J].Journal of Petroleum Technology, 2006, 58(6):86-93. [4] 中国石油勘探开发研究院.全球油气勘探开发形势及油公司动态(2023年)[M].北京:石油工业出版社, 2023. PetroChina Research Institute of Petroleum Exploration and Development.Global petroleum E & D trends and company dynamics (2023)[M].Beijing:Petroleum Industry Press, 2023. [5] U.S.Energy Information Administration.Review of emerging resources:U.S.shale gas and shale oil plays[R].Washington D C:EIA, 2011. [6] SIEMINSKI A.Outlook for U.S.shale oil and gas[R/OL].Washington D C:EIA, 2014.https://www.eia.gov/pressroom/presentations/sieminski_01042014.pdf. [7] MAUGERI L.The shale oil boom:a U.S.phenomenon[R].Cambridge, Massachusetts:Belfer Center for Science and International Affairs of Hardvard Kennedy School, 2013:55. [8] 邹才能, 朱如凯, 吴松涛, 等.常规与非常规油气聚集类型、特征、机理及展望——以中国致密油和致密气为例[J].石油学报, 2012, 33(2):173-187. ZOU Caineng, ZHU Rukai, WU Songtao, et al.Types, characteristics, genesis and prospects of conventional and unconventional hydrocarbon accumulations:taking tight oil and tight gas in China as an instance[J].Acta Petrolei Sinica, 2012, 33(2):173-187. [9] 赵政章, 杜金虎.致密油气[M].北京:石油工业出版社, 2012:1-199. ZHAO Zhengzhang, DU Jinhu.Tight oil and gas[M].Beijing:Petroleum Industry Press, 2012:1-199. [10] 中华人民共和国国家质量监督检验检疫总局, 中国国家标准化管理委员会.致密油地质评价方法:GB/T 34906—2017[S].北京:中国标准出版社, 2017. State General Administration of the People’s Republic of China for Quality Supervision and Inspection and Quarantine, Standardization Administration of China.Geological evaluating methods for tight oil:GB/T 34906-2017[S].Beijing:China Standard Press, 2017. [11] 孙龙德, 邹才能, 贾爱林, 等.中国致密油气发展特征与方向[J].石油勘探与开发, 2019, 46(6):1015-1026. SUN Longde, ZOU Caineng, JIA Ailin, et al.Development characteristics and orientation of tight oil and gas in China[J].Petroleum Exploration and Development, 2019, 46(6):1015-1026. [12] ZHANG Hualing, FU Qilong, JANSON X, et al.Lithofacies, diagenesis, and reservoir quality evaluation of Wolfcamp unconventional succession in the Midland Basin, West Texas[C/OL]//AAPG 2017 Annual Convention and Exhibition.Houston, Texas:AAPG, 2017.https://www.searchanddiscovery.com/documents/2017/80607zhang/ndx_zhang.pdf [13] OLMSTEAD R, KUGLER I.Halftime in the Permian:an IHS energy discussion[R/OL].London:IHS Markit, 2017.https://cdn.ihs.com/www/pdf/Halftime-in-the-Permian.pdf. [14] DYNI R J.Geology and resources of some world oil-shale deposits[R/OL].Denver, Colorado:Central Energy Resources Science Center of U.S.Geological Survey, 2006.https://doi.org/10.3133/sir29955294. [15] 杨华, 刘新社, 杨勇.鄂尔多斯盆地致密气勘探开发形势与未来发展展望[J].中国工程科学, 2012, 14(6):40-48. YANG Hua, LIU Xinshe, YANG Yong.Status and prospects of tight gas exploration and development in the Ordos Basin[J].Strategic Study of CAE, 2012, 14(6):40-48. [16] 赵邦六, 董世泰, 曾忠.井中地震技术的昨天、今天和明天——井中地震技术发展及应用展望[J].石油地球物理勘探, 2017, 52(5): 1112-1123. ZHAO Bangliu, DONG Shitai, ZENG Zhong.Borehole seismic development, status quo and future:application prospect of borehole seismic[J]. Oil Geophysical Prospecting, 2017, 52(5):1112-1123. [17] 杨涛, 张国生, 梁坤, 等.全球致密气勘探开发进展及中国发展趋势预测[J].中国工程科学, 2012, 14(6):64-68. YANG Tao, ZHANG Guosheng, LIANG Kun, et al.The exploration of global tight sandstone gas and forecast of the development tendency in China[J].Strategic Study of CAE, 2012, 14(6):64-68. [18] 陈建新, 蒋加钰, 付守献, 等.黄土塬山地网状三维地震勘探技术[C]//CPS/SEG2004国际地球物理会议论文集.北京:中国石油学会物探专业委员会, 美国地球物理学家学会, 2004:33-36. CHEN Jianxin, JIANG Jiayu, FU Shouxian, et al.Mesh 3D seismic exploration technology in loess tableland and mountainous areas[C]//Proceedings of the CPS/SEG 2004 International Geophysical Conference.Beijing:SPG, SEG, 2004:33-36. [19] 阎世信, 曾忠.石油地球物理勘探技术的发展及需求[J].中国石油勘探, 2002, 7(2):36-42. YAN Shixin, ZENG Zhong.Development and demand of petroleum geophysical exploration technology[J].China Petroleum Exploration, 2002, 7(2):36-42. [20] 秦广胜, 蔡其新, 刘学伟.满足叠前偏移要求的三维地震观测系统设计[J].石油地球物理勘探, 2010, 45(增刊1):25-29. QIN Guangsheng, CAI Qixin, LIU Xuewei.3D geometry designing for pre-stack migration[J].Oil Geophysical Prospecting, 2010, 45(S1):25-29. [21] 白杰, 彭德丽, 蔡锡伟.基于射线追踪正演照明的观测系统分析研究[J].勘探地球物理进展, 2010, 33(2):87-92. BAI Jie, PENG Deli, CAI Xiwei.Analysis of acquisition geometry based on ray tracing forward illumination[J].Progress in Exploration Geophysics, 2010, 33(2):87-92. [22] 朱金平, 董良国, 程玖兵, 等.基于地震照明、面向勘探目标的三维观测系统优化设计[J].石油地球物理勘探, 2011, 46(3):339-348. ZHU Jinping, DONG Liangguo, CHENG Jiubing, et al.Target-oriented 3D seismic optimal geometry design based on seismic illumination [J].Oil Geophysical Prospecting, 2011, 46(3):339-348. [23] 侯爱源, 李彦鹏, 谷跃民.苏里格二维转换波勘探应用研究与效果[J].勘探地球物理进展, 2005, 28(3):195-199. HOU Aiyuan, LI Yanpeng, GU Yuemin.Applied study and effect of 2-D converted-wave exploration in Sulige, China[J].Progress in Exploration Geophysics, 2005, 28(3):195-199. [24] 赵波, 王赟, 芦俊.多分量地震勘探技术新进展及关键问题探讨[J].石油地球物理勘探, 2012, 47(3):506-516. ZHAO Bo, WANG Yun, LU Jun.Recent advances of multi-component seismic and some of its key issues[J].Oil Geophysical Prospecting, 2012, 47(3):506-516. [25] 赵邦六.多分量地震勘探在岩性气藏勘探开发中的应用[J].石油勘探与开发, 2008, 35(4):397-409. ZHAO Bangliu.Application of multi-component seismic exploration in the exploration and production of lithologic gas reservoirs[J].Petroleum Exploration and Development, 2008, 35(4):397-409. [26] 李桂花, 朱光明.利用三分量微测井技术调查表层纵、横波速度[J].石油地球物理勘探, 2006, 41(2):160-165. LI Guihua, ZHU Guangming.Using 3-C uphole survey technique to survey P-wave and S-wave velocity on surface[J].Oil Geophysical Prospecting, 2006, 41(2):160-165. [27] 刘洋, 魏修成, 王长春, 等.三维三分量地震勘探观测系统设计方法[J].石油地球物理勘探, 2002, 37(6):549-555. LIU Yang, WEI Xiucheng, WANG Changchun, et al.Design method for setup of 3-D, 3-C seismic exploration[J].Oil Geophysical Prospecting, 2002, 37(6):549-555. [28] 赵邦六.多分量地震勘探技术理论与实践[M].北京:石油工业出版社, 2007. ZHAO Bangliu.Theory and practice of multi-component seismic exploration technology[M].Beijing:Petroleum Industry Press, 2007. [29] 孙玉群, 王建民, 刘绍新, 等.数字三分量地震采集技术在大庆探区的应用[J].石油地球物理勘探, 2010, 45(增刊1):48-52. SUN Yuqun, WANG Jianmin, LIU Shaoxin, et al.Application of digital 3C seismic acquisition technique in Daqing exploration area[J].Oil Geophysical Prospecting, 2010, 45(S1):48-52. [30] 王晓阳, 赵容容, 吴增友, 等.川西北部多波多分量地震勘探采集观测系统关键参数优选技术及应用效果[J].地球科学前沿, 2024, 14(6):914-922. WANG Xiaoyang, ZHAO Rongrong, WU Zengyou, et al.Key parameter optimization technology and application effect of acquisition observation system of multi-wave and multi-component seismic exploration in the northwest of Sichuan[J].Advances in Geosciences, 2024, 14(6):914-922. [31] 石玉梅, 姚逢昌, 曹宏.多波多分量天然气勘探技术的进展[J].勘探地球物理进展, 2003, 26(3):172-177. SHI Yumei, YAO Fengchang, CAO Hong.Advances in multi-wave exploration for natural gas[J].Progress in Exploration Geophysics, 2003, 26(3):172-177. [32] 马昭军, 唐建明, 徐天吉.多波多分量地震勘探技术研究进展[J].勘探地球物理进展, 2010, 33(4):247-253. MA Zhaojun, TANG Jianming, XU Tianji.Progress on multi-wave and multi-component seismic exploration[J].Progress in Exploration Geophysics, 2010, 33(4):247-253. [33] 夏凌, 黄东山, 彭才.多分量技术在广安构造勘探中的初步应用[J].勘探地球物理进展, 2006, 29(2):135-139. XIA Ling, HUANG Dongshan, PENG Cai.Application of multi-component technology in the exploration of Guang’an structure[J].Progress in Exploration Geophysics, 2006, 29(2):135-139. [34] 张玮, 康南昌, 李明杰, 等.中国中西部前陆冲断带地球物理勘探技术与实践[M].北京:石油工业出版社, 2019:39-41 ZHANG Wei, KANG Nanchang, LI Mingjie, et al.Techniques and results of geophysics exploration in the foreland thrust belts of central and western China[M].Beijing:Petroleum Industry Press, 2019:39-41. [35] 刘喜武, 王心宇, 刘宇巍, 等.中国陆相页岩油地震勘探技术现状及发展方向[J].石油学报, 2023, 44(12):2270-2285. LIU Xiwu, WANG Xinyu, LIU Yuwei, et al.Current status and development direction of seismic prospecting technology for continental shale oil in China[J].Acta Petrolei Sinica, 2023, 44(12):2270-2285. [36] 吴宝成, 吴承美, 谭强, 等.准噶尔盆地吉木萨尔凹陷昌吉页岩油成藏条件及勘探开发关键技术[J].石油学报, 2024, 45(2):437-460. WU Baocheng, WU Chengmei, TAN Qiang, et al.Accumulation conditions and key technologies for exploration and development of Changji shale oil in Jimusar sag of Junggar Basin[J].Acta Petrolei Sinica, 2024, 45(2):437-460. [37] 张建军, 刘红星, 孙强, 等."两宽一高"地震采集技术在鄂东缘致密砂岩气藏勘探中的应用[J].石油地球物理勘探, 2018, 53(增刊2):1-7. ZHANG Jianjun, LIU Hongxing, SUN Qiang, et al.Broadband, wide-azimuth and high-density seismic acquisition for the tight sand gas exploration in the east margin of Ordos Basin[J].Oil Geophysical Prospecting, 2018, 53(S2):1-7. [38] 宁宏晓, 唐东磊, 皮红梅, 等.国内陆上"两宽一高"地震勘探技术及发展[J].石油物探, 2019, 58(5):645-653. NING Hongxiao, TANG Donglei, PI Hongmei, et al.The technology and development of "WBH" seismic exploration in land, China[J].Geophysical Prospecting for Petroleum, 2019, 58(5):645-653. [39] 赵邦六, 张宇生, 曾忠, 等.川中地区侏罗系沙溪庙组致密气处理和解释关键技术与应用[J].石油地球物理勘探, 2021, 56(6):1370-1380. ZHAO Bangliu, ZHANG Yusheng, ZENG Zhong, et al.Key technology and application of processing and interpretation of tight gas in Jurassic Shaximiao Formation in central Sichuan Basin[J].Oil Geophysical Prospecting, 2021, 56(6):1370-1380. [40] 王华忠."两宽一高"油气地震勘探中的关键问题分析[J].石油物探, 2019, 58(3):313-324. WANG Huazhong.Key problem analysis in seismic exploration based on wide-azimuth, high-density, and broadband seismic data[J].Geophysical Prospecting for Petroleum, 2019, 58(3):313-324. [41] 张慕刚, 骆飞, 汪长辉, 等."两宽一高"地震采集技术工业化应用的进展[J].天然气工业, 2017, 37(11):1-8. ZHANG Mugang, LUO Fei, WANG Changhui, et al.Industrialization progress of wide-azimuth, broadband, and high-density (WBH)seismic acquisition technique[J].Natural Gas Industry, 2017, 37(11):1-8. [42] 苏卫民, 李孟泽, 李献民, 等.节点地震仪与高精度可控震源组合实现"两宽一高"采集的应用实例[J].物探装备, 2020, 30(5):284-288. SU Weimin, LI Mengze, LI Xianmin, et al.Application example of "broadband and wide azimuth" acquisition by combining node instrument with high-precision vibroseis[J].Equipment for Geophysical Prospecting, 2020, 30(5):284-288. [43] 赵邦六, 董世泰, 曾忠, 等.单点地震采集优势与应用[J].中国石油勘探, 2021, 26(2):55-68. ZHAO Bangliu, DONG Shitai, ZENG Zhong, et al.Advantages and application of single point receiving in seismic acquisition[J].China Petroleum Exploration, 2021, 26(2):55-68. [44] 张录录, 夏建军, 李献民, 等.可控震源动态扫描时距规则定量优化设计及应用[J].石油物探, 2024, 63(3):535-547. ZHANG Lulu, XIA Jianjun, LI Xianmin, et al.Quantitative optimization design of vibroseis dynamic sweep time-distance rule and its application[J].Geophysical Prospecting for Petroleum, 2024, 63(3):535-547. [45] 张雨, 张群英, 董金伟, 等.复杂黄土山地区井震联合高效采集技术及应用[J].物探化探计算技术, 2024, 46(1):67-72. ZHANG Yu, ZHANG Qunying, DONG Jinwei, et al.Application of explosive-vibroseis combined efficient acquisition technology in complex loess mountain area[J].Computing Techniques for Geophysical and Geochemical Exploration, 2024, 46(1):67-72. [46] 翟一兵, 甘志强, 张宁, 等.井震智能高效激发控制技术及配套装置的应用研究[C]//第二届中国石油物探学术年会.武汉:中国石油学会石油物探专业委员会, 2024:474-477. ZHAI Yibing, GAN Zhiqiang, ZHANG Ning, et al.Application research of well-seismic intelligent efficient excitation control technology and supporting devices[C]//The 2nd China Petroleum Geophysical Academic Annual Meeting.Wuhan:SPG, 2024:474-477. [47] 徐雷良, 邸志欣, 石太昆, 等.井炮同时震源混叠数据分离技术[J].石油物探, 2023, 62(2):281-296. XU Leiliang, DI Zhixin, SHI Taikun, et al.Separation of seismic blending data for borehole explosive source simultaneous shooting[J].Geophysical Prospecting for Petroleum, 2023, 62(2):281-296. [48] 干大勇, 高宪伟, 朱丹, 等.提高浅层地震成像品质的处理技术——以川中地区沙溪庙组为例[J].石油地球物理勘探, 2020, 55(增刊1):56-63. GAN Dayong, GAO Xianwei, ZHU Dan, et al.Processing workflow for improving shallow seismic image quality on GeoEast platform:a case study on Shaximiao Formation in central Sichuan Basin[J].Oil Geophysical Prospecting, 2020, 55(S1):56-63. [49] 干大勇, 黄天俊, 吕龑, 等.地震振幅能量表征河道砂体及其储层物性——以川中地区中侏罗统沙溪庙组为例[J].天然气工业, 2020, 40(10):38-43. GAN Dayong, HUANG Tianjun, LYU Yan, et al.Characterization of channel sand body and its reservoir physical properties based on seismic amplitude energy:a case study of the Middle Jurassic Shaximiao Formation in the central Sichuan Basin[J].Natural Gas Industry, 2020, 40(10):38-43. [50] 朱讯, 肖富森, 洪海涛, 等.四川盆地中部地区致密河道砂岩气藏高产井地震模式及井轨迹设计[J].天然气勘探与开发, 2020, 43(3): 86-93. ZHU Xun, XIAO Fusen, HONG Haitao, et al.Seismic model and wellbore trajectory design for high-yield wells of tight channel sandstone gas reservoirs, central Sichuan Basin[J].Natural Gas Exploration and Development, 2020, 43(3):86-93. [51] 蔡希玲, 吕英梅.地震数据时频分析与分频处理[J].勘探地球物理进展, 2005, 28(4):265-270. CAI Xiling, LYU Yingmei.Time-frequency analysis and frequency-divisional processing of seismic data[J].Progress in Exploration Geophysics, 2005, 28(4):265-270. [52] 勾丽敏, 蔡希玲, 刘学伟, 等.噪声对叠前深度偏移层速度精度的影响分析[J].石油地球物理勘探, 2007, 42(2):156-163. GOU Limin, CAI Xiling, LIU Xuewei, et al.Influence analysis of noise on precision of prestack depth migration interval velocity[J].Oil Geophysical Prospecting, 2007, 42(2):156-163. [53] 田文辉, 李振春, 张辉, 等.起伏地表条件下的波场上延法叠前深度偏移[J].中国石油大学学报(自然科学版), 2006, 30(5):19-22. TIAN Wenhui, LI Zhenchun, ZHANG Hui, et al.Wave-field upward continuation pre-stack depth migration based on irregular topography[J].Journal of China University of Petroleum (Edition of Natural Science), 2006, 30(5):19-22. [54] 熊晓军, 贺振华, 黄德济.起伏地表的单程波动方程地震叠前正演[J].天然气工业, 2007, 27(1):44-46. XIONG Xiaojun, HE Zhenhua, HUANG Deji.Seismic pre-stack forward modeling with one-way wave equation under rugged surface conditions[J].Natural Gas Industry, 2007, 27(1):44-46. [55] 杨海涛, 贺振华, 陈丹, 等.转换波静校正技术在四川地区的应用研究[J].地球物理学进展, 2017, 32(4):1701-1704. YANG Haitao, HE Zhenhua, CHEN Dan, et al.Application study of statics correction technology for P-SV wave in Sichuan area[J].Progress in Geophysics, 2017, 32(4):1701-1704. [56] FU Ju, CAO Yanhui, YE Sujuan, et al.Comprehensive evaluation of "sweet spots" in secondary tight sandstone gas reservoirs:a case study of Jurassic gas reservoirs in Zhongjiang gas field, Sichuan Basin[J].Natural Gas Industry, 2019, 39(S1):23-29. [57] 曾焱, 黎华继, 周文雅, 等.川西坳陷东坡中江气田沙溪庙组复杂"窄"河道致密砂岩气藏高产富集规律[J].天然气勘探与开发, 2017, 40(4):1-8. ZENG Yan, LI Huaji, ZHOU Wenya, et al.High-yield enrichment laws of Shaximiao Formation tight sandstone gas reservoir of complex "narrow" channel in Zhongjiang gas field, in the eastern slope of west Sichuan depression[J].Natural Gas Exploration and Development, 2017, 40(4):1-8. [58] 宋勇.Kirchhoff积分转换波叠前深度偏移方法研究[D].西安:长安大学, 2015. SONG Yong.Study of pre-stack depth migration based on Kirchhoff integral method[D].Xi’an:Chang’an University, 2015. [59] 罗岚晖.多波正演及成像方法研究[D].成都:成都理工大学, 2013. LUO Lanhui.Multi-wave forward and imaging method[D].Chengdu:Chengdu University of Technology, 2013. [60] 孔选林.陆地(山区)三维多波地震资料关键处理方法研究及应用[D].成都:成都理工大学, 2019. KONG Xuanlin.Research and application of key processing methods for land (mountain)three-dimensional multi-wave seismic data[D].Chengdu:Chengdu University of Technology, 2019. [61] WHITE J E.Computed seismic speeds and attenuation in rocks with partial gas saturation[J].Geophysics, 1975, 40(2):224-359. [62] DUTTA N C, ODE H.Attenuation and dispersion of compressional waves in fluid-filled porous rocks with partial gas saturation (White model)-Part I:Biot theory[J].Geophysics, 1979, 44(11):1777-1788. [63] DUTTA N C, ODE H.Attenuation and dispersion of compressional waves in fluid-filled porous rocks with partial gas saturation (White model)-Part II:Results[J].Geophysics, 1979, 44(11):1789-1805. [64] CAO Hong, YANG Zhifang, LIU Jiawei, et al.Seismic data driven rock physics models and the application to tight gas saturation estimation[C/OL]//International Petroleum Technology Conference.Beijing:IPTC, 2013.https://doi.org/10.2523/IPTC-16772-MS. [65] 任岩, 曹宏, 姚逢昌, 等.岩石脆性评价方法进展[J].石油地球物理勘探, 2018, 53(4):875-886. REN Yan, CAO Hong, YAO Fengchang, et al.Review of rock brittleness evaluation methods[J].Oil Geophysical Prospecting, 2018, 53(4):875-886. [66] SHERIFF R E.Reservoir geophysics[M].Tula, Oklahoma:Society of Exploration Geophysicists, 1992. [67] PEREZ R.Using 3D CNN fault segmentation to improve structural knowledge in Groningen field[C]//84th EAGE Annual Conference & Exhibition.Vienna:EAGE, 2023.https://doi.org/10.3997/2214-4609.2023101093. [68] QI J, LAUDON C, MARFURT K.An integrated machine learning-based fault classification workflow[C/OL]//Second International Meeting for Applied Geoscience & Energy.Houston:SEG, 2022:1865-1869.https://doi.org/10.1190/image2022-3750831.1. [69] FERNANDEZ D F, GE Z, LANSKY C, et al.Understanding the pre-salt of Santos Basin, Brazil using machine learning seismic i nterpretation on faults and horizons[C/OL]//84th EAGE Annual Conference & Exhibition.Vienna:EAGE, 2023.https://doi.org/10.3997/2214-4609.202310621. [70] LEE J, LUMLEY D E.Machine learning-based anisotropy characterization of Wolfcamp shales in the Midland Basin[C/OL]//Second International Meeting for Applied Geoscience & Energy.Houston:SEG, 2022.https://doi.org/10.1190/image2022-3728528.1. [71] WANG B, HAVERL M.An integrated approach in interpretation of a seismic feature at the Askeladd Gamma field[C/OL]//84th EAGE Annual Conference & Exhibition.Vienna:EAGE, 2023.https://doi.org/10.3997/2214-4609.2023101177. [72] LEW C L, MACBETH C D, ELSHEIKH A, et al.Direct petrophysical inversion from pre-stack seismic data using deep learning[C/OL]//84th EAGE Annual Conference & Exhibition.Vienna:EAGE, 2023.https://doi.org/10.3997/2214-4609.202310344. |
[1] | 贾承造, 姜林, 赵文. 全油气系统中的致密油气:成藏机理、富集规律与资源前景[J]. 石油学报, 2025, 46(1): 1-16,47. |
[2] | 文龙, 罗冰, 王小娟, 谢继容, 冉崎, 潘珂, 金值民, 关旭. 四川盆地陆相致密油气勘探新领域及资源潜力[J]. 石油学报, 2025, 46(1): 77-88. |
[3] | 肖阳, 严梦颖, 李彬, 王元杰, 李妍, 焦亚先, 樊杰, 刘燕, 张钰景, 吴浩宇, 李晓燕, 余雁, 董晴. 渤海湾盆地冀中坳陷致密油气勘探新领域及资源潜力[J]. 石油学报, 2025, 46(1): 137-153. |
[4] | 周立宏, 陈长伟, 陈家旭, 刘国全, 宋舜尧, 董晓伟, 崔宇, 徐雯婧, 邹磊落, 黄传炎, 曹强, 李宏军. 渤海湾盆地黄骅坳陷致密油气勘探新领域及资源潜力[J]. 石油学报, 2025, 46(1): 154-172. |
[5] | 徐长贵, 杨海风, 徐伟, 王广源, 刘晓健, 燕歌. 渤海海域致密油气及页岩油勘探新领域及资源潜力[J]. 石油学报, 2025, 46(1): 173-190,264. |
[6] | 高阳东, 刘军, 彭光荣, 龙祖烈, 史玉玲, 李晓艳, 黄玉平. 珠江口盆地东部致密油气勘探新领域及资源潜力[J]. 石油学报, 2025, 46(1): 191-204. |
[7] | 邓勇, 胡德胜, 张建新, 周刚, 胡晨晖, 钟佳, 徐守立. 北部湾盆地致密油气勘探新领域及资源潜力[J]. 石油学报, 2025, 46(1): 205-219. |
[8] | 武瑾, 郭为, 郭伟, 赵圣贤, 苟其勇, 曾凡成, 刘宇, 邹晓品, 王玉满, 刘兆龙. 深层海相页岩气立体开发"甜点"岩相及其成因机制——以四川盆地南部泸州区块龙马溪组一段一亚段为例[J]. 石油学报, 2024, 45(8): 1219-1233. |
[9] | 支东明, 李建忠, 杨帆, 陈旋, 肖冬生, 王波, 武超, 于海跃. 吐哈盆地丘东洼陷侏罗系致密砂岩气勘探突破及意义[J]. 石油学报, 2024, 45(2): 348-357. |
[10] | 王立歆, 李弘, 刘小民, 胡华锋. 中国海相页岩气地震勘探技术及其发展方向[J]. 石油学报, 2024, 45(1): 261-275. |
[11] | 常德双, 王贵重, 温铁民, 李道善, 胡少华, 李凯, 刘冬民. 中国前陆冲断带油气地震勘探技术及发展方向[J]. 石油学报, 2024, 45(1): 276-294. |
[12] | 刘喜武, 王心宇, 刘宇巍, 张金强, 刘炯, 刘倩. 中国陆相页岩油地震勘探技术现状及发展方向[J]. 石油学报, 2023, 44(12): 2270-2285. |
[13] | 桑树勋, 郑司建, 王建国, 周效志, 刘世奇, 韩思杰, 赵伟光, 黄华州, 王冉, 汪吉林, 张志镇, 赵立明, 潘冬明, 陈同俊. 岩石力学地层新方法在深部煤层气勘探开发“甜点”预测中的应用[J]. 石油学报, 2023, 44(11): 1840-1853. |
[14] | 胡超俊, 侯艳, 徐礼贵, 李洪革, 王天云, 李远, 王飞, 张宝权. 鄂尔多斯盆地深部煤层气地震勘探关键技术进展与应用成效[J]. 石油学报, 2023, 44(11): 1903-1917. |
[15] | 田军, 杨海军, 朱永峰, 邓兴梁, 谢舟, 张银涛, 李世银, 蔡泉, 张艳秋, 黄腊梅. 塔里木盆地富满油田成藏地质条件及勘探开发关键技术[J]. 石油学报, 2021, 42(8): 971-985. |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||
版权所有 © 2021 《石油学报》编辑部
通讯地址:北京市西城区六铺炕街6号 (100724)
电话:62067137(收稿查询、地质勘探栏目编辑),010-62067128(期刊发行),62067139(油田开发、石油工程栏目编辑)
E-mail: syxb@cnpc.com.cn(编辑部),syxb8@cnpc.com.cn(收稿及稿件查询),syxbgeo@126.com(地质勘探栏目编辑),syxb7@cnpc.com.cn(油田开发、石油工程栏目编辑,期刊发行)
本系统由北京玛格泰克科技发展有限公司设计开发 技术支持:support@magtech.com.cn
京ICP备13000890号-1