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Formation mechanism of reservoir oolitic dolomite in Lower Triassic Feixianguan formation, northeastern Sichuan Basin, southwest China 被引量:5
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作者 陈培元 谭秀成 +5 位作者 刘宏 马腾 罗冰 姜兴福 于洋 靳秀菊 《Journal of Central South University》 SCIE EI CAS 2014年第8期3263-3274,共12页
A series of marine natural gas fields were recently discovered in oolitic dolomites of the Lower Triassic Feixianguan formation, northeastern Sichuan Basin, southwest China. The mechanism forming these reservoir dolom... A series of marine natural gas fields were recently discovered in oolitic dolomites of the Lower Triassic Feixianguan formation, northeastern Sichuan Basin, southwest China. The mechanism forming these reservoir dolomites is debatable, limiting the ability to characterize these reservoir successfully. Based on the investigation of the representative Dukouhe, Luojiazhai, and Puguang areas, this issue was addressed by examining the distribution, petrology, and geochemistry of the dolomites, the most comprehensive study to date was provided. Dolomitization occurred at a very early stage of diagenesis, as shown by the petrological features of the rock fabric. Vadose silt, which is composed primarily of dolomitic clasts, is found in the primary and secondary pores of the oolitic dolomite. This indicates that the overlying strata were subjected to dolomitization when the Feixianguan formation was located in the vadose zone. Therefore, it may be inferred that the dolomitization which occurred before the formation was exposed to meteoric conditions. The spatial distribution and geochemical characteristics of the dolomite indicate that dolomitization occurred as a result of seepage reflux. The degree of dolomitization decreases with increasing distance from the evaporative lagoon. Furthermore, the type and porosity of the dolomite vary in different zones of the upward-shoaling sequence, with the porosity gradually decreasing from the highest layer to the lowest layer. This reflects a close relationship between dolomitization and seawater evaporation during the formation of the dolomite. Geochemical analysis provided further evidence for the relationship between the dolomitization fluid and the coeval seawater. The 87Sr/86Sr and 813C isotopes, as well as the abundances of trace elements, Fe and Mn, indicate that seawater concentrated by evaporation acted as the dolomitization fluid. These results also show that dolomitization most likely occurred in a semi-closed diagenetic environment. Therefore, the main mechanism of oolitic dolomite formation is seepage reflux, which occurred at an early stage of diagenesis. 展开更多
关键词 Lower Triassic Feixianguan formation early exposure seepage reflux DOLOMITIZATION sichuan Basin northeastern sichuan
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Study on distribution characteristics of strong earthquakes in Sichuan-Yunnan area and their geological tectonic background 被引量:32
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作者 韩渭宾 蒋国芳 《地震学报》 CSCD 北大核心 2004年第2期211-222,共12页
In the paper, the distribution characteristics of strong earthquakes in Sichuan-Yunnan area and their geological tectonic background, especially the relation to Sichuan-Yunnan and Sichuan-Qinghai crustal blocks have b... In the paper, the distribution characteristics of strong earthquakes in Sichuan-Yunnan area and their geological tectonic background, especially the relation to Sichuan-Yunnan and Sichuan-Qinghai crustal blocks have been studied. The main results are: a) Strong earthquakes in Sichuan-Yunnan area distribute mainly in Sichuan-Yunnan and Sichuan-Qinghai crustal blocks; b) Most of strong earthquakes of the two blocks distribute mainly along their boundary faults; c) A few strong earthquakes are not obviously related to active faults. It shows that the relation between strong earthquakes and geological tectonics can be very complex; d) There is a certain correlativity for seismic activities among boundary faults of the two blocks, but they have different features; e) There are some anomalous changes of velocity structures in the deep crust of boundary faults of the two blocks. Many boundary faults, especially Longmenshan fault, cut obviously the Moho discontinuity. The Xianshuihe fault, a typical strike-slip fault, has no obvious indication of cutting the Moho discontinuity, but has distinct low-velocity zone in different depths. 展开更多
关键词 川滇地区 地震活动性 地壳块体 深部结构 强震活动 分布特征
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A NEW SPECIES OF OMEISAURUS FROM THE MIDDLE JURASSIC OF ZIGONG,SICHUAN 被引量:5
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作者 江山 李飞 +1 位作者 彭光照 叶勇 《古脊椎动物学报》 CSCD 北大核心 2011年第2期185-194,共10页
记述了产自四川自贡大山铺中侏罗世峨眉龙属一新种——焦氏峨眉龙(Omeisaurusjiaoisp.nov.)。新种为大型蜥脚类恐龙,以如下特征区别于其他蜥脚类:前、中部背椎为典型的后凹型,后部背椎为双平型,背椎神经棘呈高大棒状,不分叉;尾... 记述了产自四川自贡大山铺中侏罗世峨眉龙属一新种——焦氏峨眉龙(Omeisaurusjiaoisp.nov.)。新种为大型蜥脚类恐龙,以如下特征区别于其他蜥脚类:前、中部背椎为典型的后凹型,后部背椎为双平型,背椎神经棘呈高大棒状,不分叉;尾椎为弱双凹型,第一尾椎不具扇形尾肋;第一脉弧短小且与第一尾椎关联;锁骨长大;肱骨和股骨细长而圆实;肱骨与股骨长度之比为0.83,尺骨与肱骨长度之比为0.72,胫骨与股骨长度之比为0.63。 展开更多
关键词 四川自贡大山铺 中侏罗世 蜥脚类 峨眉龙
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Magnitude and distance distribution of strong aftershocks in Sichuan-Yunnan region 被引量:4
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作者 吕晓健 高孟潭 +1 位作者 高战武 米素婷 《地震学报》 CSCD 北大核心 2008年第4期397-404,共8页
研究了川滇地区1966年以来12次主震震级Ms≥6.5的地震序列中,主震与强余震(本文定义为所有Ms≥5的余震)震级差分布特征和强余震与主震距离的分布特征。结果表明,强余震与主震震级差服从截断的指数分布,据此推导出了强余震与主震震... 研究了川滇地区1966年以来12次主震震级Ms≥6.5的地震序列中,主震与强余震(本文定义为所有Ms≥5的余震)震级差分布特征和强余震与主震距离的分布特征。结果表明,强余震与主震震级差服从截断的指数分布,据此推导出了强余震与主震震级差的概率密度函数;强余震距离分布的优势范围是距主震10-39km,且强余震与主震震中的距离服从正态分布。 展开更多
关键词 川滇地区 强余震 概率分布 空间分布
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Sedimentary environments controlled by tectonics and induced differential subsidence:A perspective in the Permian Liangshan and Qixia Formations,northwestern Sichuan Basin,China 被引量:12
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作者 ZHONG Yuan YANG Yue-ming +5 位作者 WEN Long LUO Bing XIAO Di TAN Xiu-cheng ZHAO Li-ke LI Ming-long 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第11期3398-3416,共19页
Based on field observation,core description and well logging analysis,the tectonic-sedimentary framework of the Liangshan and Qixia Formations in the northwestern Sichuan Basin,China is deeply discussed.Two long-term ... Based on field observation,core description and well logging analysis,the tectonic-sedimentary framework of the Liangshan and Qixia Formations in the northwestern Sichuan Basin,China is deeply discussed.Two long-term sequence cycles were identified,denoted as LSC1 and LSC2,respectively.The sequence stratigraphic framework was established,suggesting the Liangshan Formation to be not isochronously deposited.Paleogeomorphy before deposition of LSC1 was reconstructed by the impression method.LSC1 was featured by thin,low-energy shoal deposits in the high topography,and thick inter-shoal sea and open sea deposits in the low topography.Meanwhile,paleogeomorphy before deposition of LSC2 was reconstructed using the residual thickness method,which was demonstrated to have primary high-energy,thick shoal deposits in the high topography,and thin inter-shoal and open sea deposits in the low topography.The results show that differential tectonic subsidence has already taken place during the Qixia Period,and thus the Dongwu Movement should occur earlier than previously expected.Meanwhile,pre-depositional paleogeomorphy has obvious controlling effects on the sequence stratigraphic filling and sedimentary facies distribution.Results of this study were expected to provide practical guidance to fine characterization of the sedimentary evolution process and prediction of high-quality reservoir distribution. 展开更多
关键词 sequence stratigraphy paleogeomorphy sedimentary facies Qixia Formation PERMIAN northwest sichuan Basin
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Mineralogy and fracture development characteristics of marine shale-gas reservoirs: A case study of Lower Silurian strata in southeastern margin of Sichuan Basin, China 被引量:3
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作者 郭岭 姜在兴 郭峰 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第5期1847-1858,共12页
Mineral contents and fractures of shale from well Yuye-1 and outcrops were examined mainly based on systematic description of the cores and outcrops, and data from experimental analyses. The data enabled us to thoroug... Mineral contents and fractures of shale from well Yuye-1 and outcrops were examined mainly based on systematic description of the cores and outcrops, and data from experimental analyses. The data enabled us to thoroughly explore the mineralogy and developmental features of shale of the Lower Silurian Longmaxi Formation in the study area. The results show that,the Lower Silurian Longmaxi Shale(SLS) in the southeastern margin of Sichuan Basin, China, is primarily characterized by a high content of brittle minerals and a relatively low content of clay minerals. The total content of brittle minerals is approximately 57%,including 27% quartz, 12.2% feldspar, 11.2% carbonate and 2.4% pyrite. The total content of clay minerals reaches 41.6%,composed of illite(23.8%), mixed-layer of illite and smectite(I/S)(10.8%) and chlorite(7.0%). The SLS accommodates the widespread development of various types of fractures, including tectonic fractures, diagenetic fractures, inter-layer fractures and slip fractures. The developmental level of the fracture in the SLS is mainly influenced by faults, lithology, mineral contents and total organic carbon content(TOC) in study area. 展开更多
关键词 shale fracture MINERALOGY gas shale Lower Silurian margin of sichuan Basin
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Origin of deep carbonate reservoir in northeastern Sichuan Basin:New insights from in-situ hydrothermal diamond anvil cell experiments 被引量:2
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作者 ZHANG Shan-ming LIU Bo +4 位作者 QIN Shan ZHANG Xue-feng TIAN Yong-jing GUO Rong-tao LIU Jian-qiang 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第6期1450-1464,共15页
In situ Raman analysis on the segregated near-equilibrium carbonate-fluid interaction at elevated temperatures(room temperature-260 °C) and pressures(13-812 MPa) in a hydrothermal diamond anvil cell(HDAC) reveals... In situ Raman analysis on the segregated near-equilibrium carbonate-fluid interaction at elevated temperatures(room temperature-260 °C) and pressures(13-812 MPa) in a hydrothermal diamond anvil cell(HDAC) reveals the preservation mechanism of porosity in deep carbonate reservoirs in the northeastern Sichuan Basin. The carbonate-fluid interaction was investigated by separately heating carbonate minerals and rocks with four different acid solutions(saturated CO2 and H2 S solutions, HCl, CH3COOH) in a sealed sample chamber. A minor continuous precipitation with increasing temperatures and pressures was observed during the experiments which caused minor sample volume change. The closed system is a preservation of pores and burial dissolution may not be the dominant diagenesis in the origin of porosity. Thin section photomicrographs observations in Changxing and Feixianguan Formations demonstrate that eogenetic pores such as moldic or intragranular pores with late small euhedral minerals, intergranular, intercrystal and biological cavity pores are the main pore types for the reservoirs. Early fast deep burial makes the porous carbonate sediments get into the closed system as soon as possible and preserves the pores created in the early diagenetic stage to make significant contribution to the deep reservoir quality. The anomalous high porosity at a given depth may come from the inheritance of primary pores and eogenetic porosity is fundamental to carbonate reservoir development. The favorable factors for deep reservoir origin include durable meteoric leaching, early fast deep burial, early dolomitization, etc. This deep pores preservation mechanism may be of great importance to the further exploration in deep carbonate reservoirs in the northeastern Sichuan Basin. 展开更多
关键词 HYDROTHERMAL diamond ANVIL cell (HDAC) closed system early fast DEEP BURIAL porosity preservation sichuan Basin
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Geochemistry of lower Silurian shale of Longmaxi Formation,southeastern Sichuan Basin,China:Implications for provenance and source weathering 被引量:3
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作者 郭岭 贾超超 杜伟 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第3期669-676,共8页
Lower Silurian Longmaxi Shale(SLS) in southeastern Sichuan Basin, China, was analyzed for major and selected trace elements, and their provenance, intensity of palaeoweathering of the source rocks were analyzed based ... Lower Silurian Longmaxi Shale(SLS) in southeastern Sichuan Basin, China, was analyzed for major and selected trace elements, and their provenance, intensity of palaeoweathering of the source rocks were analyzed based on these elements. The results show that SiO_2, Al_2O_3 and Fe_2O_3, are dominant major elements with average contents of 60.59%, 15.91% and 5.87% in Upper Silurian Longmaxi Shale(USLS), and 65.14%, 13.24% and 4.68% in Lower Silurian Longmaxi Shale(LSLS). The TiO_2-Zr plot, Hf(ppm) versus La/Th discriminant diagram, and abundance of Cr and Ni suggest a dominantly felsic source for the Longmaxi sediments. Average chemical index of alteration(CIA), plagioclase index of alteration(PIA) values(64.05% and 72.86%, respectively) imply low-degree chemical weathering of the source material in early Longmaxi time, and average CIA, PIA values(68.44% and 80.35%, respectively) imply moderate chemical weathering of the source material in late Longmaxi time. 展开更多
关键词 trace elements black shale PROVENANCE WEATHERING discriminant diagrams sichuan Basin
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Clay Minerals of the Middle Jurassic Through Lower Cretaceous in Guangyuan Area,Northern Sichuan:Implications to Paleoclimate
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作者 Ke Cao Xianghui Li 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期111-111,共1页
Clay mineral analyses of the Middle Jurassic through the Early Cretaceous sedimentary rocks from the Guangyuan-Jian’ge section,Sichuan Basin(southwestern China)were undertaken in this article,which is aiming to recon... Clay mineral analyses of the Middle Jurassic through the Early Cretaceous sedimentary rocks from the Guangyuan-Jian’ge section,Sichuan Basin(southwestern China)were undertaken in this article,which is aiming to reconstruct the palaeoclimate of the area.Relative contents of the four clay minerals,smectite(25.8%-1.0%-46.8%),kaolinite(31.0%-12.5%-12.6%),illite(31.3%-68.0%-28.0%)and chlorite(11.8%-8.5%-12.6%),as the target clay minerals,illite crystalline index(0.26-0.31-0.27)and chemical index(0.62-0.66-0.79)are used as indicator of paleoclimate. 展开更多
关键词 Middle Jurassic-Early Cretaceous clay mineral climate sichuan Basin
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Analyzing the Completeness(Relative Minimum Magnitude) of History Seismic Catalogue in Sichuan Province
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作者 Li Sun Mingzhong Tian 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期51-51,共1页
Sichuan Province,East Western of China,withinthe area of east longitude 97°21'-108°31',northlatitude 26°03'-34°19',which is on the Mediterraneanseismic zone;with its complicated geo... Sichuan Province,East Western of China,withinthe area of east longitude 97°21'-108°31',northlatitude 26°03'-34°19',which is on the Mediterraneanseismic zone;with its complicated geologicalbackground,several strong shocks occurred in thisdistrict since ancient times.Earthquake catalogue ofthis area could date back to B.C.26,however,limitedby the conditions—technology or funds,lots of minorearthquake have been lost,which could be inaccuratefor predicting seismic tendency there. 展开更多
关键词 history seismic catalogue sichuan Province relative minimum magnitude surface-wave magnitude local-wave magnitude Gutenberg-Richter relation
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Development Mechanism of Permian-Triassic Reef Shoal Reservoir in Northeastern Sichuan Basin 被引量:2
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《特种油气藏》 CAS CSCD 北大核心 2015年第6期I0001-I0008,共8页
关键词 摘要 编辑部 编辑工作 读者
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Optimization of Withering and Fermentation Parameters during the Manufacture of Congou Black Tea of Sichuan 被引量:1
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作者 Hong-Qian Ruan Gang Chen +3 位作者 Xi Zhang Xiao-Yuan Qu Hong-Lin Liu Hua-Rong Tong 《茶叶》 2013年第4期376-380,共5页
A central composite design(CCD),with three variables and three levels,was used to optimize withering and fermentation processing during manufacture of Congou black tea of Sichuan.The three independent variables were w... A central composite design(CCD),with three variables and three levels,was used to optimize withering and fermentation processing during manufacture of Congou black tea of Sichuan.The three independent variables were withering time,fermentation time and fermentation temperature.Each factor was set by three levels.The responses were predicted by analysis of the regression equation.In the study,the models of regression equation were significant by the analysis of variance(ANOVA).The second-order response surface figures were showed that interaction term is correlated with the response.Optimal process parameters for the maximum of TF and TR formation were obtained at withering time of 12 hours,fermentation time of 2 hours,and fermentation temperature of 30℃.The predictions of TF and TR formation were 0.52% and 3.98%.The results obtained in this study showed that the CCD and Response Surface Methodology(RSM) could be an effective tool to optimize the process parameters of Congou black tea manufacture. 展开更多
关键词 制造过程 工夫红茶 优化 发酵参数 萎凋 四川 中心复合设计 发酵时间
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四川盆地合川-潼南地区雷口坡组一段2亚段泥质白云岩非常规气藏形成条件及勘探方向
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作者 李强 师江波 +8 位作者 辛勇光 王轲 江青春 王显东 田小彬 鞠林波 韦裕琳 董忠良 白雪晶 《大庆石油地质与开发》 北大核心 2026年第1期19-26,共8页
四川盆地合川-潼南地区潼深16井在雷口坡组一段2亚段泥质白云岩段测试获得高产工业气流,展示出良好的勘探前景。泥质白云岩是四川盆地新发现的产油气岩性,其烃源、储层及油气形成条件不清楚,这些关键问题制约了泥质白云岩的勘探部署。... 四川盆地合川-潼南地区潼深16井在雷口坡组一段2亚段泥质白云岩段测试获得高产工业气流,展示出良好的勘探前景。泥质白云岩是四川盆地新发现的产油气岩性,其烃源、储层及油气形成条件不清楚,这些关键问题制约了泥质白云岩的勘探部署。以四川盆地雷口坡组泥质白云岩为系统研究对象,通过总有机碳含量(w(TOC))等地球化学分析和扫描电镜、高压压汞、核磁共振等非常规储集层分析方法开展了烃源岩、储层等油气形成条件研究。结果表明:潼深16井雷一段2亚段天然气来自于雷口坡组自身烃源岩,油气近距离聚集成藏,为自生自储;雷一段2亚段泥质云岩具有一定生烃能力,为Ⅱ_(2)型干酪根,有机质成熟度高;雷一段2亚段发育泥质云岩储层,储层类型以微孔-微裂缝为主;雷口坡组天然气通过小断裂、裂缝等输导体系进入泥质白云岩储层聚集成藏,被顶部和底部塑性膏岩封存,是潼深16井高产的重要原因,合川-潼南中部地区是下一步勘探的重点区带。 展开更多
关键词 四川盆地 合川-潼南地区 雷口坡组 泥质白云岩 海相非常规油气
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含油气盆地定量层序岩相古地理编图方法及应用:以四川盆地及邻区寒武系芙蓉统为例
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作者 石书缘 白壮壮 +4 位作者 胡素云 杨威 姜华 尚文亮 孟昊 《地质学报》 北大核心 2026年第1期335-353,共19页
随着大数据和人工智能时代的来临,海量的古地理资料不断积累,以及计算机技术的高速发展,推动了多种古地理方法的优势融合,使标准化、定量化和智能化古地理编图成为可能。以四川盆地及邻区寒武系芙蓉统为例,在系统收集整理195个露头及钻... 随着大数据和人工智能时代的来临,海量的古地理资料不断积累,以及计算机技术的高速发展,推动了多种古地理方法的优势融合,使标准化、定量化和智能化古地理编图成为可能。以四川盆地及邻区寒武系芙蓉统为例,在系统收集整理195个露头及钻井数据基础上,通过构建含油气盆地岩相古地理数据库,综合应用插值算法和图形可视化技术,整合多源、多尺度复杂的古地理相关数据,提出一套含油气盆地定量层序岩相古地理编图方法。该方法包括数据准备与标准化、多信息融合定等时层序格架、岩石类型统计分析定主要单因素、优势相识别定沉积相带、定量化插值开展岩相古地理编图等核心步骤。采用“三级层序”为等时编图单元,在优势相约束下通过关键单因素趋势定沉积相边界,编制了四川盆地及邻区芙蓉统高精度构造-层序岩相古地理图。结果表明:芙蓉统沉积期,受持续隆升的大地构造背景、相对海平面的频繁振荡、温暖湿润的气候条件、相对充足的氧气和稳定的二氧化碳含量协同作用,四川盆地呈现典型的镶边浅水碳酸盐岩台地沉积格局。受特提斯洋关闭俯冲影响,盆地内部形成了川中、川北和黔中三大同沉积古隆起及多条同沉积断裂,导致隆坳格局分异明显,并控制了古隆起周缘及台洼边缘颗粒滩的规模发育。该时期颗粒滩经历多期岩溶作用,形成规模化滩相白云岩储层,成为寒武系未来油气勘探重要的领域方向。 展开更多
关键词 定量岩相古地理 单因素分析 地质大数据库 四川盆地 寒武系 碳同位素
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四川盆地西部泥盆系—石炭系储层特征与油气成藏条件
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作者 罗冰 张本健 +7 位作者 周刚 马华灵 杨岱林 孙奕婷 和源 唐浩 张晶 宋泽章 《天然气工业》 北大核心 2026年第2期23-34,共12页
四川盆地西部(以下简称川西地区)泥盆系—石炭系勘探程度相对较低,油气成藏条件尚不明确。为了明确川西地区泥盆系—石炭系油气勘探开发有利区,为后续勘探及有利区带划分提供依据,以新风险探井——遂探1井钻探资料为基础,开展沉积微相... 四川盆地西部(以下简称川西地区)泥盆系—石炭系勘探程度相对较低,油气成藏条件尚不明确。为了明确川西地区泥盆系—石炭系油气勘探开发有利区,为后续勘探及有利区带划分提供依据,以新风险探井——遂探1井钻探资料为基础,开展沉积微相、储层特征、烃源岩地球化学等分析研究,系统解析川西地区泥盆系—石炭系油气成藏条件。研究结果表明:①石炭系总长沟组储层发育,台地边缘相为有利沉积相带,以晶间孔、晶间溶孔为主要储集空间,具有低孔隙度、特低渗透率储层特征,属孔隙型储层;②泥盆系观雾山组储层发育,以生物体腔溶蚀孔(洞)、砾间孔(洞)、晶间(溶)孔、构造缝洞为主要储集空间,属于裂缝-孔洞(隙)型;③遂探1井揭示川西地区发育奥陶系五峰组—志留系龙马溪组优质烃源岩,预示该区泥盆系—石炭系储层可能接受志留系与寒武系双源供烃,且受大型逆冲断裂有效沟通,源-储配置好;④川西地区泥盆系—石炭系发育构造—地层复合圈闭,下二叠统梁山组泥岩为直接盖层,中三叠统膏盐岩为区域盖层,保存条件优越。结论认为,川西地区泥盆系—石炭系具有优越的油气成藏条件,具有油气立体勘探的有利条件和良好的油气勘探前景。 展开更多
关键词 四川盆地 泥盆系 石炭系 储层特征 油气勘探 成藏条件 勘探潜力
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基于多梯度提升器算法的四川盆地茅口组一段含海泡石层系分布预测
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作者 宋金民 任杉 +12 位作者 刘树根 文龙 李智武 罗冰 李柯然 杨迪 汪华 叶玥豪 金鑫 张钊益 郭嘉欣 邵兴鹏 张祖兵 《古地理学报》 北大核心 2026年第1期381-397,共17页
四川盆地中二叠统茅口组一段含海泡石层系具有自生自储、源内成藏的特点,为碳酸盐岩非常规气藏勘探的新领域,目前对其的识别和分布预测较为薄弱。基于岩心、薄片、XRD、测井与录井资料,通过敏感性分析选取CNL、DEN、GR、RT、RXO和AC 6... 四川盆地中二叠统茅口组一段含海泡石层系具有自生自储、源内成藏的特点,为碳酸盐岩非常规气藏勘探的新领域,目前对其的识别和分布预测较为薄弱。基于岩心、薄片、XRD、测井与录井资料,通过敏感性分析选取CNL、DEN、GR、RT、RXO和AC 6条测井曲线,利用SMOTE算法处理特征平衡性差异,提出含海泡石层系基于多梯度提升器算法的综合预测流程。具体如下:(1)CatBoost算法以滑石作为预测分析载体,对是否含海泡石作二分类判断;(2)CatBoost算法对含海泡石层系进行滑石产状的多分类判断;(3)XGBoost算法对含海泡石层系的滑石含量进行回归预测;(4)识别不同产状含海泡石层系的有效厚度。茅一段含海泡石层系(滑石)主要发育斑点状、透镜状和层状3种产状。预测结果显示,斑点状滑石发育在川北和川中—蜀南地区,厚呈向北东增大趋势;透镜状滑石主要分布在川西地区;层状滑石见于川西北、川中和蜀南地区。四川盆地茅一段含海泡石层系整体具有“北东厚、南西薄”的分布特征,通江—长寿凹陷地区为含海泡石层系的沉积中心,合川—威远—泸州地区为含海泡石层系优势发育区,这为下一步的勘探部署提供了依据。 展开更多
关键词 梯度提升器算法 机器学习 含海泡石层系 茅一段 二叠系 四川盆地
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川滇地区人工智能地震预测模型应用
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作者 孟令媛 胡峰 +7 位作者 臧阳 司旭 闫伟 田雷 赵小艳 张致伟 韩颜颜 王月 《地震研究》 北大核心 2026年第1期43-50,共8页
针对中国地震科学实验场的科学目标和主要科学问题,基于川滇地区地震目录和地球物理观测数据,在对川滇地区进行区域划分并建立图神经网络的基础上,构建了川滇地区地震预测模型。该模型综合考虑约3万条地震目录数据、基于地震目录的3种... 针对中国地震科学实验场的科学目标和主要科学问题,基于川滇地区地震目录和地球物理观测数据,在对川滇地区进行区域划分并建立图神经网络的基础上,构建了川滇地区地震预测模型。该模型综合考虑约3万条地震目录数据、基于地震目录的3种地震活动性参数,以及116台项地球物理观测数据,通过将传统经验预测指标方法与人工智能技术结合,给出了适用于川滇地区的多源异构数据图神经网络地震预测模型,实现了川滇地区不同数据源下短期与中期地震预测功能。模型应用结果显示,在CD2、CD8和CD10区域月尺度预测效果较好,年尺度无震预测有一定对应效果。 展开更多
关键词 中国地震科学实验场 多源异构数据 图神经网络 地震预测模型 川滇地区
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多源数据驱动的页岩储层单井地应力智能预测方法及应用
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作者 申宝剑 李丹 +7 位作者 何建华 徐碧兰 吴炎峰 王濡岳 蒋睿 李瑞雪 霍志周 刘坤 《地质力学学报》 北大核心 2026年第1期227-244,共18页
针对深层页岩具有“高温、高压、高应力及强塑性”的特点,现有地应力测试方法与测井解释模型存在预测精度低、耗时且推广能力弱等缺点,限制了地应力大小解释结果对页岩气勘探开发的有效指导。以川南复杂构造页岩气区块作为典型解剖区,... 针对深层页岩具有“高温、高压、高应力及强塑性”的特点,现有地应力测试方法与测井解释模型存在预测精度低、耗时且推广能力弱等缺点,限制了地应力大小解释结果对页岩气勘探开发的有效指导。以川南复杂构造页岩气区块作为典型解剖区,充分利用井点钻、录、测、压裂等各类动、静态多源数据,并结合不同实验条件下的岩石物理参数、岩石力学及地应力大小的测试技术,采用机器学习与地质力学知识双向驱动的方法,构建了多方法融合的地应力大小智能预测方法,并将精细地应力解释剖面应用于页岩气高效开发。龙马溪组一段(龙一段)页岩受有机质含量、矿物组构及围压影响,使得整体下部(1)—(4)号小层的各向异性、力学性质及孔隙弹性效应明显强于上部小层。基于这种力学特征的差异,建立了适用于深层页岩的地应力各向同性解释模型。基于实验数据、工程数据及多向标定的地应力解释人工合成数据,形成了川南地区页岩储层地应力标准数据集。采用Pearson因子算法筛选了横波时差、电阻率、声波时差及杨氏模量等敏感特征参数,优化后的轻量级与极限梯度提升混合(L-XGBoost)融合智能模型实现三向地应力大小解释精度均在90%以上,且均方根误差、平均绝对误差及决定系数分别为6.63,3.89及0.91,具有推广泛化应用能力。纵向上受龙一段页岩岩相变化引起的力学强度波动,使其内部发育了4套应力隔挡层,其中(1)号层顶与(6)号层为2套强应力隔层,储隔应力差大于6 MPa,且褶皱变形挤压应力扰动区局部派生的挤压应力会增强纵向应力的隔挡作用,使得最小水平主应力值变大,造成压裂改造效果变差。研究揭示了龙一段页岩力学各向异性受控地质因素,并据此建立了适用于深层页岩的各向同性地应力解释模型。采用L-XGBoost融合智能模型实现三向地应力预测精度超过90%,明确了龙一段页岩4套应力隔挡层发育特征及其对压裂效果的影响。研究成果将为川东南复杂构造区页岩气纵向开发小层划分和水力压裂优化设计提供科学指导。 展开更多
关键词 深层页岩 川东南 五峰组—龙马溪组 地应力大小 测井智能预测 应力隔层
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井研及资阳地区筇竹寺组高长英质页岩形成主控因素研究
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作者 熊亮 相泽厚 +1 位作者 伏美燕 闫亮 《石油实验地质》 北大核心 2026年第1期10-21,共12页
井研及资阳地区下寒武统筇竹寺组是四川盆地重要的页岩气接替层系,其长英质含量高、储层物性较好,但该套高长英质页岩形成的主控因素尚不明确,制约了该层系储层评价与勘探部署。以井研和资阳地区拉长槽中段2口典型钻井为对象,基于扫描... 井研及资阳地区下寒武统筇竹寺组是四川盆地重要的页岩气接替层系,其长英质含量高、储层物性较好,但该套高长英质页岩形成的主控因素尚不明确,制约了该层系储层评价与勘探部署。以井研和资阳地区拉长槽中段2口典型钻井为对象,基于扫描电镜、X射线衍射矿物分析、地球化学元素分析、粒度分析及总有机碳(TOC)含量测定等实验,系统开展了矿物组成特征及长英质含量较高的控制因素研究。研究区筇竹寺组发育在半深水—深水过渡的海槽沉积体系,处于贫氧—缺氧环境(U/Th>0.75),古生产力较高(Ba_(bio)>500μg/g),沉积速率差异较大。从浅水缓坡至深水缓坡,长英质含量由66.7%降至61.4%,TOC含量由0.51%增至2.96%;浅水缓坡(平均>35μm)相较于深水缓坡(平均<30μm)矿物颗粒粒度更粗、分选性更差。研究区筇竹寺组高长英质页岩主要受相对近物源、贫氧—缺氧环境及差异沉积速率控制;浅水缓坡因物源更近、沉积速率较高,矿物颗粒更粗、分选较差。物源距离、氧化还原条件和沉积速率共同控制了高长英质页岩的形成,建立了“高长英质含量下的浅水缓坡低TOC、深水缓坡高TOC”的发育模式。该认识可为四川盆地页岩气储层评价预测及后续勘探开发提供理论支撑。 展开更多
关键词 高长英质页岩 物质组成 主控因素 筇竹寺组 井研及资阳地区 四川盆地
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四川盆地中侏罗统凉高山组全油气系统成藏特征及有序分布
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作者 王威 杜红权 +2 位作者 黎承银 刘晓晶 徐宇轩 《石油实验地质》 北大核心 2026年第1期22-35,共14页
四川盆地中侏罗统凉高山组油气资源丰富,成藏条件优越,展现出巨大的勘探开发潜力,是四川盆地近期增储上产的重要领域。通过岩心观察、薄片鉴定、阴极发光、激光共聚焦、扫描电镜及地球化学分析等多种分析手段,系统研究了凉高山组湖盆沉... 四川盆地中侏罗统凉高山组油气资源丰富,成藏条件优越,展现出巨大的勘探开发潜力,是四川盆地近期增储上产的重要领域。通过岩心观察、薄片鉴定、阴极发光、激光共聚焦、扫描电镜及地球化学分析等多种分析手段,系统研究了凉高山组湖盆沉积演化与成藏条件,明确了四川盆地中侏罗统凉高山组烃源岩与砂体展布特征、源储配置关系及油气分布规律。四川盆地凉高山组主要发育湖泊—三角洲沉积体系,其中三角洲前缘发育水下分流河道、河口坝、水下天然堤、席状砂和滩坝砂等多种类型砂体。纵向上,发育凉高山组二段下亚段、凉高山组二段中—上亚段两套烃源岩;平面上,川北、川中和川东构成三大生烃中心。四川盆地凉高山组整体呈现“全油气系统”成藏特征,多层段、多类型油气藏叠合有序共生。纵向上自下而上依次发育源内页岩油气、源内滩坝砂岩致密油气、近源河道砂岩致密油气和源外河道砂岩致密气;平面上自湖盆中心向边缘依次分布上述4类有利区带。基于该认识建立的四川盆地中侏罗统凉高山组全油气系统成藏富集模式,有效指导了区内不同类型油气藏的勘探突破,对类似地区的油气勘探具有重要借鉴意义。 展开更多
关键词 全油气系统 油气成藏模式 致密油气 页岩油气 凉高山组 四川盆地
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