海陆过渡相页岩层系总有机碳含量地震定量预测：以鄂尔多斯盆地大宁-吉县区块为例

吴勇; 王旭旭; 周路; 李树新; 李永洲; 吴丰

doi:10.19509/j.cnki.dzkq.tb20250019

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海陆过渡相页岩层系总有机碳含量地震定量预测：以鄂尔多斯盆地大宁-吉县区块为例

更新时间：2026-11-05

- 海陆过渡相页岩层系总有机碳含量地震定量预测：以鄂尔多斯盆地大宁-吉县区块为例
- Bulletin of Geological Science and Technology Vol. 44, Issue 4, Pages: 354-367(2025)
- 作者机构：
  
  1. 西南石油大学地球科学与技术学院
  2. 中国石油长庆油田公司勘探开发研究院
  3. 中国石油煤层气有限责任公司
- 作者简介：
- 基金信息：
- DOI：10.19509/j.cnki.dzkq.tb20250019
  CLC： P618.13;P631.4
- Online First：02 July 2025，
  
  Published：02 July 2025
- 稿件说明：
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吴勇, 王旭旭, 周路, et al. 海陆过渡相页岩层系总有机碳含量地震定量预测：以鄂尔多斯盆地大宁-吉县区块为例[J]. Bulletin of Geological Science and Technology, 2025, 44(4): 354-367.
DOI：

吴勇, 王旭旭, 周路, et al. 海陆过渡相页岩层系总有机碳含量地震定量预测：以鄂尔多斯盆地大宁-吉县区块为例[J]. Bulletin of Geological Science and Technology, 2025, 44(4): 354-367. DOI： 10.19509/j.cnki.dzkq.tb20250019.

摘要

海陆过渡相页岩气作为非常规油气的重要接替资源，明确其总有机碳（total organic carbon，简称TOC）含量的空间分布对页岩气“甜点”的预测具有重要意义。由于海陆过渡相页岩w(TOC)与岩石弹性参数无有效表征关系，导致海相页岩气评价中常用的基于敏感弹性参数预测w(TOC)的方法难以适用。针对这一难题，在测井参数拟合法实现w(TOC)测井评价的基础上，引入基于相控的波形指示模拟地震预测方法实现了海陆过渡相页岩地层w(TOC)的空间预测。结果表明，海陆过渡相页岩具有单层厚度薄、有机质含量高、纵向分布不规律的特点；基于储层特征参数的井震高频模拟有效预测了海陆过渡相页岩w(TOC)，反演结果纵、横向分辨率较高，与测井参数建模解释的w(TOC)曲线吻合度高，符合率达84.4%，能够反映页岩储层w(TOC)空间变化规律。本研究有效解决了海陆过渡相页岩气“甜点”关键评价参数（w(TOC)）无法利用岩石弹性参数定量预测的难题，为海陆过渡相页岩气勘探开发提供了技术支撑。

Abstract

ObjectiveMarine-continental transitional shale gas is a vital alternative resource for unconventional oil and gas exploration. Accurately characterizing the spatial distribution of total organic carbon content (TOC) is vital for predicting shale gas “sweet spots”. MethodsDue to the absence of an effective relationship between TOC content and rock elastic parameters in marine-continental transitional shale

conventional TOC content prediction methods based on elastic parameters

commonly used in marine shale gas evaluations

are difficult to apply. To overcome this limitation

we propose a waveform indication simulation seismic prediction method driven by facies control

which is performed after TOC content evaluation through a logging parameter fitting technique. This approach enables the spatial prediction of TOC content within transitional shale strata. ResultsThe marine-continental transitional shale exhibits features such as thin monolayer thickness

high organic matter content

and irregular longitudinal distribution. High-frequency waveform simulation based on reservoir characteristic parameters effectively predicts TOC content in the transitional shale. The inversion results demonstrate relatively high vertical and horizontal resolutions and show a strong correlation with the TOC content curves obtained from logging parameter modeling. The coincidence rate reaches 84.4%

effectively reflecting the spatial variation of TOC content within the shale reservoir. ConclusionThis method effectively addresses the challenge that the key evaluation parameter (TOC content) for identifying shale gas “sweet spots” in transitional facies cannot be quantitatively predicted solely from rock elastic parameters. It provides technical support for the exploration and development of transitional shale gas.

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references

张双杰,李晓红,李思源.波形指示反演在吉木萨尔芦草沟组页岩油甜点预测中的应用[A].2020年中国地球科学联合学术年会,2020.

李金磊.海相页岩气甜点地震预测及评价技术研究[D].西南石油大学,2019(06).

陈勇.川东南焦石坝及丁山地区五峰—龙马溪组页岩气储层特征及“甜点”预测技术研究[D].成都理工大学,2016(01).

王丽萍.智能优化算法叠前AVO非线性反演研究[D].中国地质大学,2015(03).

李亚男.页岩气储层测井评价及其应用[D].中国矿业大学（北京）,2014(02).

张海波.昭通地区五峰组—龙马溪组泥岩有机碳含量测井评价及软件实现[D].中国地质大学(北京),2016(06).

何文渊.地震波形指示反演方法、原理及应用[M].科学出版社,2021.

Jin Lai,Fei Zhao,Zongli Xia,Yang Su,Chengcheng Zhang,Yinhong Tian,Guiwen Wang,Ziqiang Qin.Well log prediction of total organic carbon: A comprehensive review[J].Earth-Science Reviews,2024.

Wang Xuxu,Zhou Lu,Wu Yong,Zhang Xi,Li Shuxin,Li Yongzhou,Gu Yifan,He Qingbo.Restoration of palaeogeomorphology and its petroleum-geological significance: Transitional-facies deposition during the early Permian in the southeastern Ordos Basin, North China[J].Journal of Petroleum Science and Engineering,2023.

Zhang Haoyu,Wu Wensheng,Wu Hao.TOC prediction using a gradient boosting decision tree method: A case study of shale reservoirs in Qinshui Basin[J].Journal of Petroleum Science and Engineering,2023.

Guo Zhiqi,Lv Xiaoyu,Liu Cai,Liu Xiwu,Liu Yuwei.Prediction of organic richness in shale gas reservoirs using a novel organic-inorganic decoupling seismic inversion method[J].Gas Science and Engineering,2023.

He Qingbo,Chen Shijia,Li ShuXin,Guo Bingzheng,Lu Jungang,Li Yong,Li Xiaogang,Zhao Liping,Ma Zhiwei.Organic geochemical characteristics and hydrocarbon generation mechanism of marine-continental transitional organic-rich shale: A case study from the Shanxi formation in the eastern margin of the Ordos Basin[J].Journal of Petroleum Science and Engineering,2022.

Gu Yifan,Li Xingtao,Qi Lin,Li Shuxin,Jiang Yuqiang,Fu Yonghong,Yang Xiaoshuai.Sedimentology and Geochemistry of the Lower Permian Shanxi Formation Shan 2 3 Submember Transitional Shale, Eastern Ordos Basin, North China[J ] .Frontiers in Earth Science,2022.

Zhao Bangsheng,Li Rongxi,Qin Xiaoli,Wang Ning,Zhou Wei,Khaled Ahmed,Zhao Di,Zhang Yanni,Wu Xiaoli,Liu Qi.Geochemical characteristics and mechanism of organic matter accumulation of marine-continental transitional shale of the lower permian Shanxi Formation, southeastern Ordos Basin, north China[J].Journal of Petroleum Science and Engineering,2021.

Department of Petroleum Engineering, University of North Dakota, Grand Forks, North Dakota 58202, United States.,Core Laboratories, Reservoir Geology Group, 6316 Windfern Road, Houston, Texas 77040, United States.,Key Laboratory of Continental Shale Hydrocarbon Accumulation and Efficient Development, Ministry of Education, Northeast Petroleum University, Daqing 163318, China.,Department of Petroleum Engineering, University of North Dakota, Grand Forks, North Dakota 58202, United States.,Department of Petroleum Engineering, University of North Dakota, Grand Forks, North Dakota 58202, United States.,Key Laboratory of Continental Shale Hydrocarbon Accumulation and Efficient Development, Ministry of Education, Northeast Petroleum University, Daqing 163318, China..Preliminary Investigation of the Effects of Thermal Maturity on Redox-Sensitive Trace Metal Concentration in the Bakken Source Rock, North Dakota, USA.[J].ACS omega,2020.

Department of Physical and Geological Sciences, Universiti Brunei Darussalam, Jalan Tungku Link, Gadong, BE1410, Brunei Darussalam,Department of Physical and Geological Sciences, Universiti Brunei Darussalam, Jalan Tungku Link, Gadong, BE1410, Brunei Darussalam,Department of Mathematics, Universiti Brunei Darussalam, Jalan Tungku Link, Gadong, BE1410, Brunei Darussalam,Department of Mathematics, Universiti Brunei Darussalam, Jalan Tungku Link, Gadong, BE1410, Brunei Darussalam.Integrated TOC prediction and source rock characterization using machine learning, well logs and geochemical analysis: Case study from the Jurassic source rocks in Shams Field, NW Desert, Egypt[J].Journal of Petroleum Science and Engineering,2019.

Thomas B.P. Oldenburg,Melisa Brown,Barry Bennett,Stephen R. Larter.The impact of thermal maturity level on the composition of crude oils, assessed using ultra-high resolution mass spectrometry[J].Organic Geochemistry,2014.

李梦蕾,张超谟,石文睿,周雪晴,虞成,罗意淳.提高煤系页岩储层TOC计算精度的改进方法[J].石油物探,2024(04).

陈轶林,孔令明,梁浩然.下古生界海相页岩TOC测井预测模型优选及应用——以川南长宁地区为例[J].地质论评,2023(03).

杜佳,刘彦成,白洁玢,张迎春,林利明,师素珍.基于波形指示模拟的致密砂岩储层预测[J].地质科技通报,2022(05).

史彪,吴丰,李树新,梁芸,习研平,代槿,石祥超,赵辉.海陆过渡相优质页岩测井识别:以鄂尔多斯盆地大宁-吉县地区山_2段为例[J].地质科技通报,2023(02).

吴鹏,高丽军,李勇,吴建光,石雪峰,康弘男,孔为,吴翔.海陆过渡相岩性频繁互层型页岩气潜力评价方法——以鄂尔多斯盆地临兴区块下二叠统山西组为例[J].天然气工业,2022(02).

顾雯,印兴耀,巫芙蓉,李坤,翟浩杰.波形驱动下多参数约束高分辨率反演方法——以四川盆地渝西地区龙马溪组页岩气为例[J].石油地球物理勘探,2021(06).

王红岩,周祥林,胡伟,蔡坤,杨敏,汤睿.西湖凹陷平北斜坡带含煤系地层储层预测[J].石油物探,2021(04).

蔡光银,蒋裕强,李星涛,孙莎莎,付永红,谷一凡,王占磊,季春海.海陆过渡相与海相富有机质页岩储层特征差异[J].沉积学报,2022(04).

谢春临,李永义,陈志德,扈玖战,田梦,王晓杨.波形指示模拟在致密油水平井钻探中的应用[J].石油地球物理勘探,2021(03).

何骁,吴建发,雍锐,赵圣贤,周小金,张洞君,张德良,钟成旭.四川盆地长宁——威远区块海相页岩气田成藏条件及勘探开发关键技术[J].石油学报,2021(02).

董大忠,邱振,张磊夫,李树新,张琴,李星涛,张素荣,刘翰林,王玉满.海陆过渡相页岩气层系沉积研究进展与页岩气新发现[J].沉积学报,2021(01).

邹才能,赵群,丛连铸,王红岩,施振生,武瑾,潘松圻.中国页岩气开发进展、潜力及前景[J].天然气工业,2021(01).

王梦,康昆,龙浩,李鸿明,李文佳,周津宇,赖娟.页岩气储层总有机碳含量地震定量预测方法及其在四川盆地LZ区块的应用[J].大庆石油地质与开发,2021(03).

陈彦虎,毕建军,邱小斌,陈有兵,杨辉,曹佳佳,邸永香,赵海山,李志向.地震波形指示反演方法及其应用[J].石油勘探与开发,2020(06).

毛永强,李宁,曹开芳,王培茂,张营,王丹阳.松南地区陆相泥页岩TOC定量预测技术[J].断块油气田,2020(03).

匡立春,董大忠,何文渊,温声明,孙莎莎,李树新,邱振,廖新维,李勇,武瑾,张磊夫,施振生,郭雯,张素荣.鄂尔多斯盆地东缘海陆过渡相页岩气地质特征及勘探开发前景[J].石油勘探与开发,2020(03).

张文彪,段太忠,刘彦锋,王鸣川,廉培庆,赵磊.定量地质建模技术应用现状与发展趋势[J].地质科技情报,2019(03).

赵龙梅,文桂华,李星涛,李翔,李永洲,时小松,杨明明.鄂尔多斯盆地大宁—吉县区块山西组2~3亚段致密砂岩气储层“甜点区”评价[J].天然气工业,2018(S1).

邓宇,曾庆才,陈胜,管全中,郭晓龙,贺佩.四川盆地威远地区五峰组—龙马溪组页岩TOC含量地震定量预测方法及应用[J].天然气地球科学,2019(03).

郭旭升,胡东风,刘若冰,魏祥峰,魏富彬.四川盆地二叠系海陆过渡相页岩气地质条件及勘探潜力[J].天然气工业,2018(10).

ZENG Qingcai,CHEN Sheng,HE Pei,YANG Qing,GUO Xiaolong,CHEN Peng,DAI Chunmeng,LI Xuan,GAI Shaohua,DENG Yu,HOU Huaxing.Quantitative prediction of shale gas sweet spots based on seismic data in Lower Silurian Longmaxi Formation, Weiyuan area, Sichuan Basin, SW China[J].Petroleum Exploration and Development,2018(03).

蒋旭东,曹俊兴,逯宇佳,何沂,蔡紫薇.川东南地区海相页岩气层TOC含量多参数融合预测[J].成都理工大学学报(自然科学版),2018(01).

杨涛,乐友喜,吴勇.波形指示反演在储层预测中的应用[J].地球物理学进展,2018(02).

邹才能,赵群,董大忠,杨智,邱振,梁峰,王南,黄勇,端安详,张琴,胡志明.页岩气基本特征、主要挑战与未来前景[J].天然气地球科学,2017(12).

陈胜,赵文智,欧阳永林,曾庆才,杨青,侯华星,盖少华,包世海,李新豫,张连群,常鑫.利用地球物理综合预测方法识别页岩气储层甜点——以四川盆地长宁区块下志留统龙马溪组为例[J].天然气工业,2017(05).

侯华星,欧阳永林,曾庆才,陈胜.川南地区龙马溪组页岩气“甜点区”地震预测技术[J].煤炭科学技术,2017(05).

高君,毕建军,赵海山,付志方.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(01).

罗艳玲.喇嘛甸油田河流相储层井震结合预测方法[J].大庆石油地质与开发,2016(04).

王琦,李红梅.开发地震在大庆长垣喇嘛甸油田储层预测中的应用[J].石油与天然气地质,2012(03).

鲁静,邵龙义,孙斌,杨敏芳,董大啸,田文广,李明培.鄂尔多斯盆地东缘石炭-二叠纪煤系层序-古地理与聚煤作用[J].煤炭学报,2012(05).

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