地质勘探

提升叠后地震反演精度的关键技术探讨

  • 张希晨 ,
  • 张建伟 ,
  • 罗亚能 ,
  • 李静叶 ,
  • 顾晓东 ,
  • 富会 ,
  • 王子昕 ,
  • 丁燕
展开
  • 1.中国石油集团工程技术研究院有限公司,北京 102206;
    2.中国石油集团东方地球物理勘探有限责任公司,河北 涿州 072750
张希晨(1993—),男,工程师,2015年毕业于中国石油大学(北京)勘查技术与工程专业,2018年毕业于该校地质学专业,获硕士学位,现从事地震地质工程一体化方面的工作。

收稿日期: 2024-03-06

  修回日期: 2025-02-10

  网络出版日期: 2025-07-08

基金资助

中国石油科技项目“多物理场高精度油气地球物理探测技术与装备研究”(2023ZZ05)、“井眼轨道智能调整与轨迹优化控制方法”(2024ZZ0602)

Key technologies to improve post-stack seismic inversion accuracy

  • ZHANG Xichen ,
  • ZHANG Jianwei ,
  • LUO Ya′neng ,
  • LI Jingye ,
  • GU Xiaodong ,
  • FU Hui ,
  • WANG Zixin ,
  • DING Yan
Expand
  • 1. CNPC Engineering Technology R&D Company Limited, Beijing 102206, China;
    2. BGP INC., China National Petroleum Corporation, Zhuozhou, Hebei 072750, China

Received date: 2024-03-06

  Revised date: 2025-02-10

  Online published: 2025-07-08

摘要

针对常规叠后地震反演流程存在分辨率不高、连续性不理想、可信度有限等问题,从反演的流程出发,系统地分析了各反演环节的重要性,通过不同的方法和技术,提升了反演结果的分辨率、连续性和真实性,建立了高精度叠后地震反演新流程。研究表明:提高反演结果的垂向分辨率,可采用高分辨率的反演方法、地震数据提高分辨率预处理、调节子波、反演结果与模型的高频合并等4个方法。提高反演结果的横向连续性,可采用调节反演稳定性、反演结果与模型的低频合并等2个方法。反演效果的提升不能背离储层的真实特征,应当在过井剖面验证、平面验证、反演残差验证、井点验证的约束下实现。此外,提出了反演新流程的4点适用性:应结合地质背景和具体的预测目标选择相应的效果改进方法;反演结果难以同时满足垂向分辨率和横向连续性的要求,需要在两者之间权衡;如果过度提升反演效果,将影响反演结果的可信度;井的时深关系需要确保准确无误。未来储层预测将更加精细化和复杂化,以上方法技术或具有良好的应用前景,有望为其他地区的精细反演提供参考。

本文引用格式

张希晨 , 张建伟 , 罗亚能 , 李静叶 , 顾晓东 , 富会 , 王子昕 , 丁燕 . 提升叠后地震反演精度的关键技术探讨[J]. 特种油气藏, 2025 , 32(3) : 57 -65 . DOI: 10.3969/j.issn.1006-6535.2025.03.007

Abstract

To address the issues of low resolution, suboptimal continuity and limited reliability in conventional post-stack seismic inversion processes,this study systematically analyzes the importance of each inversion step from the perspective of the inversion workflow. By employing various methods and techniques, the resolution, continuity, and authenticity of the inversion results are improved, and a new high-accuracy post-stack seismic inversion workflow is established. The study shows that improving the vertical resolution of inversion results can be achieved through four methods: high-resolution inversion techniques, resolution-enhancing preprocessing of seismic data, wavelet adjustment, and high-frequency merging of inversion results with models. Improving the lateral continuity of the inversion results can be achieved through two methods: inversion stability adjustment and low-frequency merging of inversion results with models. The enhancement of inversion effectiveness must adhere to the authentic characteristics of reservoirs and should be achieved under the constraints of well-cross-section validation, planar validation, inversion residual validation, and well-point validation. Additionally, four key applicability considerations for the new inversion workflow are proposed: improvement methods should be selected based on the geological context and specific prediction objectives; it is challenging for inversion results to simultaneously meet the requirements of vertical resolution and lateral continuity, necessitating a trade-off between the two; excessive enhancement of inversion effectiveness may compromise the reliability of the results; and the time-depth relationship of wells must be ensured to be accurate. Future reservoir predictions will become more refined and complex, and the aforementioned methods and techniques may have promising applications, potentially serving as a reference for detailed inversions in other regions.

参考文献

[1] 刘晓晶.稀疏正则化地震反演方法研究[D].青岛:中国石油大学(华东),2016.
LIU Xiaojing.Research on sparse regularized seismic inversion method [D].Qingdao:China University of Petroleum(East China),2016.
[2] 刘一林,李灿苹,陈凤英,等.弹性波阻抗反演应用综述[J].矿产与地质,2022,36(4):814-823.
LIU Yilin,LI Canping,CHEN Fengying,et al.Review on the application of elastic wave impedance inversion[J].Mineral Resources and Geology,2022,36(4):814-823.
[3] 蔺鹏.基于深水沉积学原理的地震属性分析新思路[J].特种油气藏,2019,26(3):30-35,73.
LIN Peng.A new seismic attribute analysis with deep-water sedimentation[J].Special Oil & Gas Reservoirs,2019,26(3):30-35,73.
[4] 徐中波,汪利兵,申春生,等.渤海蓬莱19-3油田新近系明下段曲流河储层构型表征[J].岩性油气藏,2023,35(5):100-107.
XU Zhongbo,WANG Libing,SHEN Chunsheng,et al.Architecture characterization of meandering river reservoirs of lower Ming-huazhen Formation of Neogene in Penglai 19-3 Oilfield,Bohai Sea[J].Lithologic Reservoirs,2023,35(5):100-107.
[5] 王德涛,陈国雄.基于时间卷积网络的地震波阻抗反演[J].地球科学,2022,47(4):1492-1506.
WANG Detao,CHEN Guoxiong.Seismic wave impedance inversion based on temporal convolutional network[J].Journal of Earth Science,2022,47(4):1492-1506.
[6] 姚军,陈祥忠,周刚,等.四川盆地长兴组遂宁高带礁滩体储层预测方法[J].石油地球物理勘探,2023,58(1):196-205.
YAO Jun,CHEN Xiangzhong,ZHOU Gang,et al.Reef-bank body reservoir prediction method for Suining high zone in Changxing Formation,Sichuan Basin[J].Oil Geophysical Prospecting,2023,58(1):196-205.
[7] 汪忠德,薛诗桂,李红敬,等.油气地球物理解释技术研究新进展[J].地球物理学进展,2016,31(3):1187-1201.
WANG Zhongde,XUE Shigui,LI Hongjing,et al.New progress in the technology of oil and gas geophysical interpretation[J].Progress in Geophysics,2016,31(3):1187-1201.
[8] 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.
[9] 陈永波,杨超,马斯骏,等.砂砾岩岩性油气藏“甜点”储层地震预测技术及应用效果——以环玛湖凹陷西斜坡区黄羊泉扇体百口泉组二段砂砾岩为例[J].石油地球物理勘探,2023,58(5):1182-1191.
CHEN Yongbo,YANG Chao,MA Sijun,et al.Seismic prediction technology for“sweet spot”reservoirs of glutenite reservoirs and application effects:a case study of glutenite from second member of Baikouquan Formation of Huangyangquan fan body in western slope area of circum Mahu Sag[J].Oil Geophysical Prospecting,2023,58(5):1182-1191.
[10] 钟庆良,石秀平,孙树林.基于地震反演技术的地应力建模方法在江汉新沟嘴组页岩油中的应用[J].石油物探,2024,63(2):472-486.
ZHONG Qingliang,SHI Xiuping,SUN Shulin.In-situ stress modeling based on seismic inversion in Xingouzui shale oil prediction,Jianghan Basin[J].Geophysical Prospecting for Petroleum,2024,63(2):472-486.
[11] 何希鹏,何贵松,高玉巧,等.常压页岩气勘探开发关键技术进展及攻关方向[J].天然气工业,2023,43(6):1-14.
HE Xipeng,HE Guisong,GAO Yuqiao,et al.Progress in and research direction of key technologies for normal-pressure shale gas exploration and development[J].Natural Gas Industry,2023,43(6):1-14.
[12] BACKUS G,GILBERT J F.Numerical application of a formalism for geophysical inverse problems[J].Geophysics Journal International,1967,13(1-3):217-276.
[13] COOKE D A,SCHNEIDER W A.Generalized linear inversion of reflection seismic data[J].Geophysics,1983,48(6):665-675.
[14] JOUMEL A,ALABERT F.New method for reservoir mapping[J].Journal of Petroleum Technology,1990,42(2):212-218.
[15] 成锁,赵光亮,王鑫,等.基于高分辨率层序约束的薄储层地震预测方法研究[J].地球物理学进展,2024,39(2):606-619.
CHENG Suo,ZHAO Guangliang,WANG Xin,et al.Thin reservoir seismic prediction method based on high resolution sequence constraint[J].Progress in Geophysics,2024,39(2):606-619.
[16] 印林杰,印兴耀,李坤.基于纳米孔隙弹性理论的页岩气储层地震弹性反演方法[J].地球物理学报,2023,66(9):3869-3881.
YIN Linjie,YIN Xingyao,LI Kun.Seismic elastic inversion method of shale gas reservoir based on nanoporous elasticity theory[J].Chinese Journal of Geophysics,2023,66(9):3869-3881.
[17] 杨娜霞,赵东凤,郭淑文,等.基于模型的薄层结构智能反演试验分析[J].石油物探,2023,62(3):419-430.
YANG Naxia,ZHAO Dongfeng,GUO Shuwen,et al.Experimental analysis of intelligent inversion for thin-layer structure based on model[J].Geophysical Prospecting for Petroleum,2023,62(3):419-430.
[18] 邹义.地震反演技术中的几点质量控制[D].西安:西安石油大学,2015.
ZOU Yi.Several quality controls in seismic inversion technology[D].Xi′an:Xi′an Shiyou University,2015.
[19] 樊中海,胡渤,宋吉杰,等.地震反演储层描述精度影响因素分析[J].石油地球物理勘探,2022,57(2):441-451.
FAN Zhonghai,HU Bo,SONG Jijie,et al.Analysis of influencing factors in reservoir description accuracy by seismic inversion[J].Oil Geophysical Prospecting,2022,57(2):441-451.
[20] 凌云,奚晓宇,孙德胜,等.薄储层叠后反演影响因素分析与地震属性解释研究[J].石油物探,2008,47(6):531-558.
LING Yun,XI Xiaoyu,SUN Desheng,et al.Analysis on affecting factors of post stack inversion and seismic attribute interpretation of thin reservoir[J].Geophysical Prospecting for Petroleum,2008,47(6):531-558.
[21] 潘昱洁,李大卫,杨锴.确定性反演和随机反演对井约束条件的需求分析[J].石油物探,2011,50(4):345-349.
PAN Yujie,LI Dawei,YANG Kai.A comparison between the requirements of multi-well constrained conditions in deterministic inversion and stochastic inversion[J].Geophysical Prospecting for Petroleum,2011,50(4):345-349.
[22] 郭朝斌,杨小波,陈红岳,等.约束稀疏脉冲反演在储层预测中的应用[J].石油物探,2006,45(4):397-400.
GUO Chaobin,YANG Xiaobo,CHEN Hongyue,et al.Constrained sparse pulse inversion research in north of Haitongji Depression[J].Geophysical Prospecting for Petroleum,2006,45(4):397-400.
[23] 王雅春,王璐.地质统计学反演在杏北西斜坡区储层预测中的应用[J].地球物理学进展,2013,28(5):2554-2560.
WANG Yachun,WANG Lu.Application of geostatistical inversion to reservoir prediction in the Western Slope of the northern Xingshugang Oil Field[J].Progress in Geophysics,2013,28(5):2554-2560.
[24] 刘军迎,张静,黄家强,等.近程波场成像蓝色滤波高分辨率地震资料处理技术在提高川西北双鱼石地区栖霞组储层分辨率中的应用[J].地球物理学进展,2022,37(3):1070-1082.
LIU Junying,ZHANG Jing,HUANG Jiaqiang,et al.High resolution seismic data processing technology based on blue filtering for near range lateral propagating compression wavefield imaging which is applied to increase the reservoir resolution in the Qixia Formation in the Shuangyushi of northwest Sichuan[J].Progress in Geophysics,2022,37(3):1070-1082.
[25] 邵佳,巫芙蓉,刘志刚,等.联合经验模态分解反褶积与构造导向约束滤波的叠后处理技术及应用[J].石油地球物理勘探,2023,58(5):1173-1181.
SHAO Jia,WU Furong,LIU Zhigang,et al.Post-stack processing technology and application of EMD deconvolution combined with structure-orientation constrained filtering[J].Oil Geophysical Prospecting,2023,58(5):1173-1181.
[26] 高静怀,汪玲玲,赵伟.基于反射地震记录变子波模型提高地震记录分辨率[J].地球物理学报,2009,52(5):1289-1300.
GAO Jinghuai,WANG Lingling,ZHAO Wei.Enhancing resolution of seismic traces based on the changing wavelet model of the seismogram[J].Chinese Journal of Geophysics,2009,52(5):1289-1300.
[27] 邹启伟,董世泰,吴立青,等.面向复杂介质的地震散射波采集技术[J].中国石油勘探,2024,29(1):156-165.
ZOU Qiwei,DONG Shitai,WU Liqing,et al.Scattered wave seismic acquisition technology for complex media[J].China Petroleum Exploration,2024,29(1):156-165.
[28] 张伟,张剑,白雪,等.多类型地震数据融合技术及软件应用[J].山东科技大学学报(自然科学版),2023,42(6):19-29.
ZHANG Wei,ZHANG Jian,BAI Xue,et al.Multiformat seismic data fusion technology and software application[J].Journal of Shandong University of Science and Technology(Natural Sciences),2023,42(6):19-29.
文章导航

/