[1] 陈义国,贺永红,王超,葛新民,马芳侠,孟旺才,葛云锦,李晓路,樊笑微. 2021. 鄂尔多斯盆地三叠系延长组8段非常规油藏成因与成藏模式: 以盆地东南部甘泉西区为例. 石油学报, 42(10): 1270-1286. [Chen Y G,He Y H,Wang C,Ge X M,Ma F X,Meng W C,Ge Y J,Li X L,Fan X W.2021. Genesis and accumulation patterns of unconventional oil reservoir in Member 8 of Triassic Yanchang Formation: a case study of the western Ganquan area,southeastern Ordos Basin. Acta Petrolei Sinica, 42(10): 1270-1286] [2] 丛平,闫建平,井翠,张家浩,唐洪明,王军,耿斌,王敏,晁静. 2021. 页岩气储层可压裂性级别测井评价及展布特征: 以川南X地区五峰组—龙马溪组为例. 岩性油气藏, 33(3): 177-188. [Cong P,Yan J P,Jing C,Zhang J H,Tang H M,Wang J,Geng B,Wang M,Chao J.2021. Logging evaluation and distribution characteristics of fracturing grade in shale gas reservoir: a case study from Wufeng Formation and Longmaxi Formation in X area,southern Sichuan Basin. Lithologic Reservoirs, 33(3): 177-188] [3] 杜江民,张小莉,钟高润,封从军,郭岭,张晓龙,罗文行. 2016. 致密油烃源岩有机碳含量测井评价方法优选及应用: 以鄂尔多斯盆地延长组长7段烃源岩为例. 地球物理学进展, 31(6): 2526-2533. [Du J M,Zhang X L,Zhong G R,Feng C J,Guo L,Zhang X L,Luo W X.2016. Analysis on the optimization and application of well logs indentification methods for organic carbon content in source rocks of the tight oil: illustrated by the example of the source rocks of Chang 7 member of Yanchang Formation in Ordos Basin. Progress in Geophysics, 31(6): 2526-2533] [4] 付金华,邓秀芹,楚美娟,张海峰,李士祥. 2013. 鄂尔多斯盆地延长组深水岩相发育特征及其石油地质意义. 沉积学报, 31(5): 928-938. [Fu J H,Deng X Q,Chu M J,Zhang H F,Li S X.2013. Features of deepwater lithofacies,Yanchang Formation in Ordos Basin and its petroleum significance. Acta Sedimentologica Sinica, 31(5): 928-938] [5] 付锁堂,付金华,牛小兵,李士祥,吴志宇,周新平,刘江艳. 2020. 庆城油田成藏条件及勘探开发关键技术. 石油学报, 41(7): 777-795. [Fu S T,Fu J H,NiuX B,Li S X,Wu Z Y,Zhou X P,Liu J Y.2020. Accumulation conditions and key exploration and development technologies in Qingcheng oilfield. Acta Petrolei Sinica, 41(7): 777-795] [6] 高岗,向宝力,王轩,王熠,周然然,马万云,任江铃,赵克. 2016. 准噶尔盆地吉木萨尔凹陷芦草沟组湖相混合沉积中缝合线发育与有机质富集研究. 天然气地球科学, 27(11): 1963-1969. [Gao G,Xiang B L,Wang X,Wang Y,Zhou R R,Ma W Y,Ren J L,Zhao K.2016. Stylolite occurrence and organic matter enrichment of the mixed sediments in the Lucaogou Formation of the Jimusaer Sag in Junggar Basin. Natural Gas Geoscience, 27(11): 1963-1969] [7] 郭旭光,何文军,杨森,王江涛,冯右伦,贾希玉,邹阳,王霞田,黄立良. 2019. 准噶尔盆地页岩油“甜点区”评价与关键技术应用: 以吉木萨尔凹陷二叠系芦草沟组为例. 天然气地球科学, 30(8): 1168-1179. [Guo X G,He W J,Yang S,Wang J T,Feng Y L,Jia X Y,Zou Y,Wang X T,Huang L L.2019. Evaluation and application of key technologies of “sweet area”of shale oil in Junggar Basin: Case study of Permian Lucaogou Formation in Jimusar Depression. Natural Gas Geoscience, 30(8): 1168-1179] [8] 郭旭升,胡东风,魏祥峰,李宇平. 2016. 四川盆地焦石坝地区页岩裂缝发育主控因素及对产能的影响. 石油与天然气地质, 37(6): 799-808. [Guo X S,Hu D F,Wei X F,Li Y P.2016. Main controlling factors on shale fractures and their influences on production capacity in Jiaoshiba area,the Sichuan Basin. Oil & Gas Geology, 37(6): 799-808] [9] 黄玉越,王贵文,宋连腾,王松,张益粼,黄立良,赖锦. 2022. 准噶尔盆地玛湖凹陷二叠系风城组页岩储集层裂缝测井识别与有效性分析. 古地理学报, 24(3): 540-555. [Huang Y Y,Wang G W,Song L T,Wang S,Zhang Y L,Huang L L,Lai J.2022. Fracture logging identification and effectiveness analysis of shale reservoir of the Permian Fengcheng Formation in Mahu sag,Junggar Basin. Journal of Palaeogeography(Chinese Edition), 24(3): 540-555] [10] 何文渊,蒙启安,张金友. 2021. 松辽盆地古龙页岩油富集主控因素及分类评价. 大庆石油地质与开发, 40(5): 1-12. [He W Y,Meng Q A,Zhang J Y.2021. Controlling factors and their classification-evaluation of Gulong shale oil enrichment in Songliao Basin. Petroleum Geology & Oilfield Development in Daqing, 40(5): 1-12] [11] 焦方正. 2019. 非常规油气之“非常规”再认识. 石油勘探与开发, 46(5): 803-810. [Jiao F Z.2019. Re-recognition of “unconventional”in unconventional oil and gas. Petroleum Exploration and Development, 46(5): 803-810] [12] 焦方正,邹才能,杨智. 2020. 陆相源内石油聚集地质理论认识及勘探开发实践. 石油勘探与开发, 47(6): 1067-1078. [Jiao F Z,Zou C N,Yang Z.2020. Geological theory and exploration & development practice of hydrocarbon accumulation inside continental source kitchens. Petroleum Exploration and Development, 47(6): 1067-1078] [13] 贾长贵,路保平,蒋廷学,李真祥. 2014. DY2HF深层页岩气水平井分段压裂技术. 石油钻探技术, 42(2): 85-90. [Jia C G,Lu B P,Jiang T X,Li Z X.2014. Multi-stage horizontal well fracturing technology in deep shale gas well DY2HF. Petroleum Drilling Techniques, 42(2): 85-90] [14] 贾承造,庞雄奇,宋岩. 2021. 论非常规油气成藏机理: 油气自封闭作用与分子间作用力. 石油勘探与开发, 48(3): 437-452. [Jia C Z,Pang X Q,Song Y.2021. The mechanism of unconventional hydrocarbon formation: hydrocarbon self-containment and intermolecular forces. Petroleum Exploration and Development, 48(3): 437-452] [15] 姜在兴,张文昭,梁超,王永诗,刘惠民,陈祥. 2014. 页岩油储层基本特征及评价要素. 石油学报, 35(1): 184-196. [Jiang Z X,Zhang W Z,Liang C,Wang Y S,Liu H M,Chen X.2014. Characteristics and evaluation elements of shale oil reservoir. Acta Petrolei Sinica, 35(1): 184-196] [16] 蒋平,穆龙新,张铭,赵文光. 2015. 中石油国内外致密砂岩气储层特征对比及发展趋势. 天然气地球科学, 26(6): 1095-1105. [Jiang P,Mu L X,Zhang M,Zhao W G.2015. Differences of reservoir characteristics between domestic and oversea tight gas of CNPC and its developing trends. Natural Gas Geoscience, 26(6): 1095-1105] [17] 蒋裕强,宋益滔,漆麟,陈雷,陶艳忠,甘辉,吴佩津,叶子亿. 2016. 中国海相页岩岩相精细划分及测井预测: 以四川盆地南部威远地区龙马溪组为例. 地学前缘, 23(1): 107-118. [Jiang Y Q,Song Y T,Qi L,Chen L,Tao Y Z,Gan H,Wu P J,Ye Z Y.2016. Fine lithofacies of China's marine shale and its logging prediction: a case study of the Lower Silurian Longmaxi marine shale in Weiyuan area,southern Sichuan Basin,China. Earth Science Frontiers, 23(1): 107-118] [18] 蒋云箭,刘惠民,柴春艳,辛忠斌. 2020. 页岩油油气可动性测井响应特征分析及应用. 油气地质与采收率, 27(5): 44-52. [Jiang Y J,Liu H M,Chai C Y,Xin Z B.2020. Analysis of hydrocarbon movability logging response features of shale oil and its applications. Petroleum Geology and Recovery Efficiency, 27(5): 44-52] [19] 金鼎,王敬农,张辛耘,孙宝佃. 2007. 中国石油测井技术态势及科技发展方向. 测井技术, 31(2): 95-98. [Jin D,Wang J N,Zhang X Y,Sun B D.2007. Situation and direction of CNPC well logging technologies development. Well Logging Technology, 31(2): 95-98] [20] 金之钧,朱如凯,梁新平,沈云琦. 2021. 当前陆相页岩油勘探开发值得关注的几个问题. 石油勘探与开发, 48(6): 1276-1287. [Jin Z J,Zhu R K,Liang X P,Shen Y Q.2021. Several issues worthy of attention in current lacustrine shale oil exploration and development. Petroleum Exploration and Development, 48(6): 1276-1287] [21] 鞠玮,尤源,冯胜斌,徐浩然,张晓丽,王胜宇. 2020. 鄂尔多斯盆地延长组长7油层组致密砂岩储层层理缝特征及成因. 石油与天然气地质, 41(3): 596-605. [Ju W,You Y,Feng S B,Xu H R,Zhang X L,Wang S Y.2020. Characteristics and genesis of bedding-parallel fractures in tight sandstone reservoirs of Chang 7 oil layer,Ordos Basin. Oil & Gas Geology, 41(3): 596-605] [22] 匡立春,孙中春,欧阳敏,常秋生,王振林. 2013. 吉木萨尔凹陷芦草沟组复杂岩性致密油储层测井岩性识别. 测井技术, 37(6): 638-642. [Kuang L C,Sun Z C,OuYang M,Chang Q S,Wang Z L.2013. Complication lithology logging identification of the Lucaogou tight oil reservoir in Jimusaer Depression. Well Logging Technology, 37(6): 638-642] [23] 匡立春,王霞田,郭旭光,常秋生,贾希玉. 2015. 吉木萨尔凹陷芦草沟组致密油地质特征与勘探实践. 新疆石油地质, 36(6): 629-634. [Kuang L C,Wang X T,Guo X G,Chang Q S,Jia X Y.2015. Geological characteristics and exploration practice of tight oil of Lucaogou Formation in Jimsar sag. Xinjiang Petroleum Geology, 36(6): 629-634] [24] 匡立春,刘合,任义丽,罗凯,史洺宇,苏健,李欣. 2021. 人工智能在石油勘探开发领域的应用现状与发展趋势. 石油勘探与开发, 48(1): 1-11. [Kuang L C,Liu H,Ren Y L,Luo K,Shi M Y,Su J,Li X.2021. Application and development trend of artificial intelligence in petroleum exploration and development. Petroleum Exploration and Development, 48(1): 1-11] [25] 赖锦,王贵文,孙思勉,蒋晨,周磊,郑新华,吴庆宽,韩闯. 2015. 致密砂岩储层裂缝测井识别评价方法研究进展. 地球物理学进展, 30(4): 1712-1724. [Lai J,Wang G W,Sun S M,Jiang C,Zhou L,Zheng X H,Wu Q K,Han C.2015. Research advances in logging recognition and evaluation method of fractures in tight sandstone reservoirs. Progress in Geophysics, 30(4): 1712-1724] [26] 赖锦,王贵文,范卓颖,陈晶,王抒忱,周正龙,范旭强. 2016. 非常规油气储层脆性指数测井评价方法研究进展. 石油科学通报, 1(3): 330-341. [Lai J,Wang G W,Fan Z Y,Chen J,Wang S C,Zhou Z L,Fan X Q.2016. Research progress in brittleness index evaluation methods with logging data in unconventional oil and gas reservoirs. Petroleum Science Bulletin, 1(3): 330-341] [27] 赖锦,韩能润,贾云武,季玉山,王贵文,庞小娇,贺智博,王松. 2018. 基于测井资料的辫状河三角洲沉积储层精细描述. 中国地质, 45(2): 304-318. [Lai J,Han N R,Jia Y W,Ji Y S,Wang G W,Pang X J,He Z B,Wang S.2018. Detailed description of the sedimentary reservoir of a braided delta based on well logs. Geology in China, 45(2): 304-318] [28] 赖锦,王贵文,庞小娇,韩宗晏,李栋,赵仪迪,王松,江程舟,李红斌,黎雨航. 2021a. 测井地质学前世、今生与未来: 写在《测井地质学·第二版》出版之时. 地质论评, 67(6): 1804-1828. [Lai J,Wang G W,Pang X J,Han Z Y,Li D,Zhao Y D,Wang S,Jiang C Z,Li H B,Li Y H.2021a. The past, present and future of well logging geology: to celebrate the publication of second edition of “Well Logging Geology”. Geological Review, 67(6): 1804-1828] [29] 赖锦,包萌,刘士琛,李栋,王松,杨科夫,陈旭,王贵文,丁修建. 2021b. 塔里木盆地深层、超深层白云岩优质储集层测井预测. 古地理学报, 23(6): 1225-1242. [Lai J,Bao M,Liu S C,Li D,Wang S,Yang K,Chen X,Wang G W,Ding X J.2021b. Prediction of high quality deep and ultra-deep dolostones reservoirs in Tarim Basin by well logs. Journal of Palaeogeography(Chinese Edition), 23(6): 1225-1242] [30] 赖锦,凡雪纯,黎雨航,赵鑫,刘士琛,刘小平,李栋,庞小娇,李红斌,罗瑀峰. 2022a. 苏北盆地阜宁组页岩油七性关系与三品质测井评价. 地质论评, 68(2): 751-768. [Lai J,Fan X C,Li Y H,Zhao X,Liu S C,Liu X P,Li D,Pang X J,Li H B,Luo Y F.2022a. Well logging evaluation of seven kinds of relationships and three types of properties of Paleogene Funing Formation oil shales in Subei Basin. Geological Review, 68(2): 751-768] [31] 赖锦,庞小娇,赵鑫,赵仪迪,王贵文,黄玉越,李红斌,黎雨航. 2022b. 测井地质学研究中的典型误区与科学思维. 天然气工业, 42(7): 31-44. [Lai J,Pang X J,Zhao X,Zhao Y D,Wang G W,Huang Y Y,Li H B,Li Y H.2022b. Typical misunderstandings and scientific ideas in well logging geology research. Natural Gas Industry, 42(7): 31-44] [32] 黎茂稳,马晓潇,金之钧,李志明,蒋启贵,吴世强,李政,徐祖新. 2022. 中国海、陆相页岩层系岩相组合多样性与非常规油气勘探意义. 石油与天然气地质, 43(1): 1-25. [Li M W,Ma X X,Jin Z J,Li Z M,Jiang Q G,Wu S Q,Li Z,Xu Z X.2022. Diversity in the lithofacies assemblages of marine and lacustrine shale strata and significance for unconventional petroleum exploration in China. Oil & Gas Geology, 43(1): 1-25] [33] 李国欣,刘国强,赵培华. 2004. 中国石油天然气股份有限公司测井技术的定位、需求与发展. 测井技术, 28(1): 1-6, 90. [Li G X,Liu G Q,Zhao P H.2004. On Orientation,Requirements and Development for Log Evaluation Technology of PetroChina. Well Logging Technology, 28(1): 1-6, 90] [34] 李国欣,刘国强,侯雨庭,赵先然,吴金龙,李伸专,鲜成刚,刘合. 2021. 陆相页岩油有利岩相优选与压裂参数优化方法. 石油学报, 42(11): 1405-1416. [Li G X,Liu G Q,Hou Y T,Zhao X R,Wu J L,Li S Z,Xian C G,Liu H.2021. Optimization method of favorable lithofacies and fracturing parameter for continental shale oil. Acta Petrolei Sinica, 42(11): 1405-1416] [35] 李国欣,朱如凯. 2020. 中国石油非常规油气发展现状、挑战与关注问题. 中国石油勘探, 25(2): 1-13. [Li G X,Zhu R K.2020. Progress,challenges and key issues of unconventional oil and gas development of CNPC. China Petroleum Exploration, 25(2): 1-13] [36] 李剑浩. 2007. 用混合物电导率公式改进双水模型的公式. 测井技术, 31(1): 1-3. [Li J H.2007. An improvement in conductivity formula of dual water model with conductivity formula of mixture. Well Logging Technology, 31(1): 1-3] [37] 李浩,刘双莲,王丹丹,谭承军,赵连水. 2015. 我国测井评价技术应用中常见地质问题分析. 地球物理学进展, 30(2): 776-782. [Li H,Liu S L,Wang D D,Tan C J,Zhao L S.2015. The common problems analysis in logging evaluation technology application in China. Progress in Geophysics, 30(2): 776-782] [38] 李宁,闫伟林,武宏亮,郑建东,冯周,张兆谦,王克文,王敬岩. 2020. 松辽盆地古龙页岩油测井评价技术现状、问题及对策. 大庆石油地质与开发, 39(3): 117-128. [Li N,Yan W L,Wu H L,Zheng J D,Feng Z,Zhang Z Q,Wang K W,Wang J Y.2020. Current situation,problems and countermeasures of the well-logging evaluation technology for Gulong shale oil. Petroleum Geology & Oilfield Development in Daqing, 39(3): 117-128] [39] 李宁,徐彬森,武宏亮,冯周,李雨生,王克文,刘鹏. 2021. 人工智能在测井地层评价中的应用现状及前景. 石油学报, 42(4): 508-522. [Li N,Xu B S,Wu H L,Feng Z,Li Y S,Wang K W,Liu P.2021. Application status and prospects of artificial intelligence in well logging and formation evaluation. Acta Petrolei Sinica, 42(4): 508-522] [40] 李阳,廉培庆,薛兆杰,戴城. 2020. 大数据及人工智能在油气田开发中的应用现状及展望. 中国石油大学学报(自然科学版), 44(4): 1-11. [Li Y,Lian P Q,Xue Z J,Dai C.2020. Application status and prospect of big data and artificial intelligence in oil and gas field development. Journal of China University of Petroleum(Edition of Natural Science), 44(4): 1-11] [41] 梁兴,张介辉,张涵冰,徐政语,张东涛,朱斗星. 2021. 浅层页岩气勘探重大发现与高效开发对策研究: 以太阳浅层页岩气田为例. 中国石油勘探, 26(6): 21-37. [Liang X,Zhang J H,Zhang H B,Xu Z Y,Zhang D T,Zhu D X.2021. Major discovery and high-efficiency development strategy of shallow shale gas: a case study of Taiyang shale gas field. China Petroleum Exploration, 26(6): 21-37] [42] 柳波,石佳欣,付晓飞,吕延防,孙先达,巩磊,白云风. 2018. 陆相泥页岩层系岩相特征与页岩油富集条件: 以松辽盆地古龙凹陷白垩系青山口组一段富有机质泥页岩为例. 石油勘探与开发, 45(5): 828-838. [Liu B,Shi J X,Fu X F,Lü Y F,Sun X D,Gong L,Bai Y F.2018. Petrological characteristics and shale oil enrichment of lacustrine fine-grained sedimentary system: A case study of organic-rich shale in first member of Cretaceous Qingshankou Formation in Gulong Sag,Songliao Basin,NE China. Petroleum Exploration and Development, 45(5): 828-838] [43] 柳波,孙嘉慧,张永清,贺君玲,付晓飞,杨亮,邢济麟,赵小青. 2021. 松辽盆地长岭凹陷白垩系青山口组一段页岩油储集空间类型与富集模式. 石油勘探与开发, 48(3): 521-535. [Liu B,Sun J H,Zhang Y Q,He J L,Fu X F,Yang L,Xing J L,Zhao X Q.2021. Reservoir space and enrichment model of shale oil in the first member of Cretaceous Qingshankou Formation in the Changling sag,southern Songliao Basin,NE China. Petroleum Exploration and Development, 48(3): 521-535] [44] 刘国强. 2021. 非常规油气勘探测井评价技术的挑战与对策. 石油勘探与开发, 48(5): 891-902. [Liu G Q.2021. Challenges and countermeasures of log evaluation in unconventional petroleum exploration. Petroleum Exploration and Development, 48(5): 891-902] [45] 刘国强,龚仁彬,石玉江,王珍珍,米兰,袁超,钟吉彬. 2022. 油气层测井知识图谱构建及其智能识别方法. 石油勘探与开发, 49(3): 502-512. [Liu G Q,Gong R B,Shi Y J,Wang Z Z,Mi L,Yuan C,Zhong J B.2022. Construction of well logging knowledge graph and intelligent identification method of hydrocarbon-bearing formation. Petroleum Exploration and Development, 49(3): 502-512] [46] 刘可禹,刘畅. 2019. “化学—沉积相”分析: 一种研究细粒沉积岩的有效方法. 石油与天然气地质, 40(3): 491-503. [Liu K Y,Liu C.2019. “Chemo-sedimentary facies”analysis: an effective method to study fine-grained sedimentary rocks. Oil & Gas Geology, 40(3): 491-503] [47] 刘雅慧,王才志,刘忠华,王浩,刘英明. 2021. 一种评价页岩油含油性的测井方法: 以准噶尔盆地吉木萨尔凹陷为例. 天然气地球科学, 32(7): 1084-1091. [Liu Y H,Wang C Z,Liu Z H,Wang H,Liu Y M.2021. A logging method for evaluating oil-bearing property of shale oil: case study of Jimsar Sag in Junggar Basin. Natural Gas Geoscience, 32(7): 1084-1091] [48] 陆黄生. 2012. 测井技术在石油工程中的应用分析与发展思考. 石油钻探技术, 40(6): 1-7. [Lu H S.2012. Application and development analysis of well logging information in petroleum engineering. Petroleum Drilling Techniques, 40(6): 1-7] [49] 陆巧焕,张晋言,李绍霞. 2006. 测井资料在生油岩评价中的应用. 测井技术, 30(1): 80-83,100. [Lu Q H,Zhang J Y,Li S X.2006. Application of Log Data to Oil Source Rock Evaluation. Well Logging Technology, 30(1): 80-83,100] [50] 马永生,黎茂稳,蔡勋育,徐旭辉,胡东风,曲寿利,李根生,何登发,肖贤明,曾义金,饶莹,马晓潇. 2021. 海相深层油气富集机理与关键工程技术基础研究进展. 石油实验地质, 43(5): 737-748. [Ma Y S,Li M W,Cai X Y,Xu X H,Hu D F,Qu S L,Li G S,He D F,Xiao X M,Zeng Y J,Rao Y,Ma X X.2021. Advances in basic research on the mechanism of deep marine hydrocarbon enrichment and key exploitation technologies. Petroleum Geology & Experiment, 43(5): 737-748] [51] 马永生,蔡勋育,赵培荣,胡宗全,刘惠民,高波,王伟庆,李志明,张子麟. 2022. 中国陆相页岩油地质特征与勘探实践. 地质学报, 96(1): 155-171. [Ma Y S,Cai X Y,Zhao P R,Hu Z Q,Liu H M,Gao B,Wang W Q,Li Z M,Zhang Z L.2022. Geological characteristics and exploration practices of continental shale oil in China. Acta Geologica Sinica, 96(1): 155-171] [52] 石玉江,刘国强,钟吉彬,王娟,张文静. 2021. 基于大数据的测井智能解释系统开发与应用. 中国石油勘探, 26(2): 113-126. [Shi Y J,Liu G Q,Zhong J B,Wang J,Zhang W J.2021. Development and application of intelligent logging interpretation system based on big data. China Petroleum Exploration, 26(2): 113-126] [53] 孙建孟. 2013. 基于新“七性”关系的煤层气、页岩气测井评价. 测井技术, 37(5): 457-465. [Sun J M.2013. Coalbed methane and shale gas evaluation based on new seven related logging goals. Well Logging Technology, 37(5): 457-465] [54] 孙龙德,邹才能,贾爱林,位云生,朱如凯,吴松涛,郭智. 2019. 中国致密油气发展特征与方向. 石油勘探与开发, 46(6): 1015-1026. [Sun L D,Zou C N,Jia A L,Wei Y S,Zhu R K,Wu S T,Guo Z.2019. Development characteristics and orientation of tight oil and gas in China. Petroleum Exploration and Development, 46(6): 1015-1026] [55] 谭锋奇,黎宪坤,高阳,李映艳,张方. 2022. 吉木萨尔凹陷陆相页岩油储层测井定量解释. 西南石油大学学报(自然科学版),45(3): 29-48. [Tan F Q,Li X K,Gao Y,Li Y Y,Zhang F.2022. Study on quantitative well logging interpretation of continental shale oil reservoir in Jimusar sag. Journal of Southwest Petroleum University(Science & Technology Edition),45(3): 29-48] [56] 汤天知,李庆峰,赵小青,由立志,王艳,闫学洪,徐洁. 2020. 基于电成像与核磁共振测井的古龙页岩油储层有效性评价. 大庆石油地质与开发, 39(3): 129-136. [Tang T Z,Li Q F,Zhao X Q,You L Z,Wang Y,Yan X H,Xu J.2020. The effectiveness evaluation of Gulong shale oil reservoirs based on the electrical imaging and NMR logging. Petroleum Geology & Oilfield Development in Daqing, 39(3): 129-136] [57] 唐振兴,赵家宏,王天煦. 2019. 松辽盆地南部致密油“甜点区(段)”评价与关键技术应用. 天然气地球科学, 30(8): 1114-1124. [Tang Z X,Zhao J H,Wang T X.2019. Evaluation and key technology application of “sweet area”of tight oil in southern Songliao Basin. Natural Gas Geoscience, 30(8): 1114-1124] [58] 王贵文,朱振宇,朱广宇. 2002. 烃源岩测井识别与评价方法研究. 石油勘探与开发, 29(4): 50-52. [Wang G W,Zhu Z Y,Zhu G Y.2002. Logging identification and evaluation of Cambrian-Ordovician source rocks in syneclise of Tarim Basin. Petroleum Exploration and Development, 29(4): 50-52] [59] 王华,张雨顺. 2021. 测井资料人工智能处理解释的现状及展望. 测井技术, 45(4): 345-356. [Wang H,Zhang Y S.2021. Research Status and Prospect of Artificial Intelligence in Logging Data Processing and Interpretation. Well Logging Technology, 45(4): 345-356] [60] 王林生,叶义平,覃建华,高阳,邓远,李映艳,肖佃师. 2022. 陆相页岩油储层微观孔喉结构表征与含油性分级评价: 以准噶尔盆地吉木萨尔凹陷二叠系芦草沟组为例. 石油与天然气地质, 43(1): 149-160. [Wang L S,Ye Y P,Qin J H,Gao Y,Deng Y,Li Y Y,Xiao D S.2022. Microscopic pore structure characterization and oil-bearing property evaluation of lacustrine shale reservoir: a case study of the Permian Lucaogou Formation in Jimsar Sag,Junggar Basin. Oil & Gas Geology, 43(1): 149-160] [61] 王敏,朱家俊,余光华,郝运轻,关丽,李英英. 2013. 罗家地区泥页岩岩相特征及测井分析技术. 测井技术, 37(4): 426-431. [Wang M,Zhu J J,Yu G H,Hao Y Q,Guan L,Li Y Y.2013. The shale lithofacies characteristics and logging analysis techniques in Luojia Area. Well Logging Technology, 37(4): 426-431] [62] 王伟,赵延伟,毛锐,孙中春,牟立伟. 2019. 页岩油储层核磁有效孔隙度起算时间的确定: 以吉木萨尔凹陷二叠系芦草沟组页岩油储层为例. 石油与天然气地质, 40(3): 550-557. [Wang W,Zhao Y W,Mao R,Sun Z C,Mou L W.2019. Determination of the starting time for measurement of NMR effective porosity in shale oil reservoir: a case study of the Permian Lucaogou shale oil reservoir,Jimusaer sag. Oil & Gas Geology, 40(3): 550-557] [63] 王小军,杨智峰,郭旭光,王霞田,冯右伦,黄立良. 2019. 准噶尔盆地吉木萨尔凹陷页岩油勘探实践与展望. 新疆石油地质, 40(4): 402-413. [Wang X J,Yang Z F,Guo X G,Wang X T,Feng Y L,Huang L L.2019. Practices and prospects of shale oil exploration in Jimsar sag of Junggar Basin. Xinjiang Petroleum Geology, 40(4): 402-413] [64] 王永诗,李政,王民,包友书,朱日房,刘军,吴连波,于利民. 2022. 渤海湾盆地济阳坳陷陆相页岩油吸附控制因素. 石油与天然气地质, 43(3): 489-498. [Wang Y S,Li Z,Wang M,Bao Y S,Zhu R F,Liu J,Wu L B,Yu L M.2022. Factors controlling lacustrine shale oil adsorption in the Jiyang Depression,Bohai Bay Basin. Oil & Gas Geology, 43(3): 489-498] [65] 魏国,张审琴,侯淞译. 2015. 岩性扫描测井技术在青海油田的应用. 测井技术, 39(2): 213-216. [Wei G,Zhang S Q,Hou S Y.2015. Application of LithoScanner Logging technology in Qinghai Oilfield. Well Logging Technology, 39(2): 213-216] [66] 吴鹏,高丽军,李勇,吴建光,石雪峰,康弘男,孔为,吴翔. 2022. 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. 天然气工业, 42(2): 28-39. [Wu P,Gao L J,Li Y,Wu J G,Shi X F,Kang H N,Kong W,Wu X.2022. An evaluation method for shale gas potential of marine-continent transitional facies with frequent interbedded lithology: a case study on the Lower Permian Shanxi Formation in Linxing Block of the Ordos Basin. Natural Gas Industry, 42(2): 28-39] [67] 夏宏泉,王瀚玮,赵昊. 2017. 测井多参数两向量法识别页岩气地质“甜点”. 天然气工业, 37(11): 36-42. [Xia H Q,Wang H W,Zhao H.2017. Logging multi-parameter two-vector method used for identifying geological “sweet spots”of shale gas. Natural Gas Industry, 37(11): 36-42] [68] 肖立志. 2007. 我国核磁共振测井应用中的若干重要问题. 测井技术, 31(5): 401-407. [Xiao L Z.2007. Some important issues for NMR logging applications in China. Well Logging Technology, 31(5): 401-407] [69] 徐风,司兆伟,白松涛,马越姣,程道解,郭笑锴,曾静波. 2017. 基于测井地质“四性”关系谱的储层评价方法. 测井技术, 41(2): 183-188. [Xu F,Si Z W,Bai S T,Ma Y J,Cheng D J,Guo X K,Zeng J B.2017. Reservoir evaluation based on four characters spectrum of geological logging. Well Logging Technology, 41(2): 183-188] [70] 闫建平,罗静超,石学文,钟光海,郑马嘉,黄毅,唐洪明,胡钦红. 2022. 川南泸州地区奥陶系五峰组—志留系龙马溪组页岩裂缝发育模式及意义. 岩性油气藏, 34(6): 60-71. [Yan J P,Luo J C,Shi X W,Zhong G H,Zheng M J,Huang Y,Tang H M,Hu Q H.2022. Fracture development models and significance of Ordovician Wufeng-Silurian Longmaxi shale in Luzhou area,southern Sichuan Basin. Lithologic Reservoirs, 34(6): 60-71] [71] 闫伟林,张兆谦,陈龙川,赵志伟,王文娟. 2021. 基于核磁共振技术的古龙页岩含油饱和度评价新方法. 大庆石油地质与开发, 40(5): 78-86. [Yan W L,Zhang Z Q,Chen L C,Zhao Z W,Wang W J.2021. New evaluating method of oil saturation in Gulong shale based on NMR technique. Petroleum Geology & Oilfield Development in Daqing, 40(5): 78-86] [72] 姚东华,周立宏,王文革,韩国猛,蒲秀刚,宋延杰,许承武. 2022. 页岩油综合甜点测井评价: 以沧东凹陷孔店组二段为例. 石油学报, 43(7): 912-924. [Yao D H,Zhou L H,Wang W G,Han G M,Pu X G,Song Y J,Xu C W.2022. Logging evaluation of composite sweet spots for shale oil: a case study of Member 2 of Kongdian Formation in Cangdong sag. Acta Petrolei Sinica, 43(7): 912-924] [73] 杨小兵,姚梦麟,王思静,周昊,佟恺林,陈维铭,马韶光. 2022. 页岩气测井地质工程技术新需求及解决方案. 天然气工业, 42(2): 20-27. [Yang X B,Yao M L,Wang S J,Zhou H,Tong K L,Chen W M,Ma S G.2022. Shale gas logging,geology and engineering technologies: new requirements and solutions. Natural Gas Industry, 42(2): 20-27] [74] 杨智,侯连华,陶士振,崔景伟,吴松涛,林森虎,潘松圻. 2015. 致密油与页岩油形成条件与“甜点区”评价. 石油勘探与开发, 42(5): 555-565. [Yang Z,Hou L H,Tao S Z,Cui J W,Wu S T,Lin S H,Pan S Q.2015. Formation conditions and “sweet spot”evaluation of tight oil and shale oil. Petroleum Exploration and Development, 42(5): 555-565] [75] 杨智,邹才能,吴松涛,潘松圻,王岚,庞正炼,林森虎,李嘉蕊. 2021. 从源控论到源储共生系统: 论源岩层系油气地质理论认识及实践. 地质学报, 95(3): 618-631. [Yang Z,Zou C N,Wu S T,Pan S Q,Wang L,Pang Z L,Lin S H,Li J R.2021. From source control theory to source-reservoir symbiosis system: on the theoretical understanding and practice of source rock strata oil and gas geology in China. Acta Geologica Sinica, 95(3): 618-631] [76] 张少龙,闫建平,石学文,钟光海,郑马嘉,黄毅,蔡进功,唐洪明,胡钦红,梁强. 2022. 深层页岩气甜点分类的地质—工程评价指标体系及应用: 以四川盆地LZ地区五峰组—龙马溪组为例. 中南大学学报(自然科学版), 53(9): 3666-3680. [Zhang S L,Yan J P,Shi X W,Zhong G H,Zheng M J,Huang Y,Cai J G,Tang H M,Hu Q H,Liang Q.2022. Geological and engineering evaluation index system for deep shale gas sweet spots classification and its application: a case of Wufeng—Longmaxi formations in LZ area,Sichuan Basin. Journal of Central South University(Science and Technology), 53(9): 3666-3680] [77] 张鹏飞,卢双舫,李俊乾,薛海涛,李文镖,张宇,王思远,冯文俊. 2019. 湖相页岩油有利甜点区优选方法及应用: 以渤海湾盆地东营凹陷沙河街组为例. 石油与天然气地质, 40(6): 1339-1350. [Zhang P F,Lu S F,Li J Q,Xue H T,Li W B,Zhang Y,Wang S Y,Feng W J.2019. Identification method of sweet spot zone in lacustrine shale oil reservoir and its application: a case study of the Shahejie Formation in Dongying Sag,Bohai Bay Basin. Oil & Gas Geology, 40(6): 1339-1350] [78] 赵贤正,蒲秀刚,韩文中,周立宏,时战楠,陈世悦,肖敦清. 2017. 细粒沉积岩性识别新方法与储集层甜点分析: 以渤海湾盆地沧东凹陷孔店组二段为例. 石油勘探与开发, 44(4): 492-502. [Zhao X Z,Pu X G,Han W Z,Zhou L H,Shi Z N,Chen S Y,Xiao D Q.2017. A new method for lithology identification of fine grained deposits and reservoir sweet spot analysis: a case study of Kong 2 Member in Cangdong sag,Bohai Bay Basin,China. Petroleum Exploration and Development, 44(4): 492-502] [79] 赵贤正,周立宏,蒲秀刚,金凤鸣,韩文中,时战楠,陈长伟,姜文亚,官全胜,许静,刘学伟,张伟,马建英. 2022. 湖相页岩型页岩油勘探开发理论技术与实践: 以渤海湾盆地沧东凹陷古近系孔店组为例. 石油勘探与开发, 49(3): 616-626. [Zhao X Z,Zhou L H,Pu X G,Jin F M,Han W Z,Shi Z N,Chen C W,Jiang W Y,Guan Q S,Xu J,Liu X W,Zhang W,Ma J Y.2022. Theories,technologies and practices of lacustrine shale oil exploration and development: a case study of Paleogene Kongdian Formation in Cangdong sag,Bohai Bay Basin,China. Petroleum Exploration and Development, 49(3): 616-626] [80] 郑建东,王春燕,章华兵,王晓莲,朱建华. 2021. 松辽盆地古龙页岩油储层七性参数和富集层测井评价方法. 大庆石油地质与开发, 40(5): 87-97. [Zheng J D,Wang C Y,Zhang H B,Wang X L,Zhu J H.2021. Logging evaluating methods of seven property parameters and enriched layers for Gulong shale oil reservoir in Songliao Basin. Petroleum Geology & Oilfield Development in Daqing, 40(5): 87-97] [81] 钟高润,张小莉,杜江民,郑茜,李航,李宁,王鹏. 2016. 鄂尔多斯盆地延长组长7段致密油源储配置关系测井评价. 地球物理学进展, 31(5): 2285-2291. [Zhong G R,Zhang X L,Du J M,Zheng Q,Li H,Li N,Wang P.2016. Source-reservoir configuration of logging evaluation for tight oil in Chang 7 member,Yanchang formation,Ordos Basin. Progress in Geophysics, 31(5): 2285-2291] [82] 周立宏,蒲秀刚,陈长伟,杨飞,夏君,官全胜,黄传炎. 2018. 陆相湖盆细粒岩油气的概念、特征及勘探意义: 以渤海湾盆地沧东凹陷孔二段为例. 地球科学, 43(10): 3625-3639. [Zhou L H,Pu X G,Chen C W,Yang F,Xia J,Guan Q S,Huang C Y.2018. Concept,characteristics and prospecting significance of fine-grained sedimentary oil gas in terrestrial lake basin: a case from the Second Member of Paleogene Kongdian Formation of Cangdong Sag,Bohai Bay Basin. Earth Science, 43(10): 3625-3639] [83] 朱光有,金强,张林晔. 2003. 用测井信息获取烃源岩的地球化学参数研究. 测井技术, 27(2): 104-109, 146. [Zhu G Y,Jin Q,Zhang L Y.2003. Using Log Information to Analyze the Geochemical Characteristics of Source Rocks in Jiyang Depression. Well Logging Technology, 27(2): 104-109,146] [84] 朱海燕,宋宇家,雷征东,唐煊赫. 2022. 致密油水平井注采储集层四维地应力演化规律: 以鄂尔多斯盆地元284区块为例. 石油勘探与开发, 49(1): 136-147. [Zhu H Y,Song Y J,Lei Z D,Tang X H.2022.4D-stress evolution of tight sandstone reservoir during horizontal wells injection and production: a case study of Yuan 284 block,Ordos Basin,NW China. Petroleum Exploration and Development, 49(1): 136-147] [85] 朱如凯,李梦莹,杨静儒,张素荣,蔡毅,曹琰,康缘. 2022. 细粒沉积学研究进展与发展方向. 石油与天然气地质, 43(2): 251-264. [Zhu R K,Li M Y,Yang J R,Zhang S R,Cai Y,Cao Y,Kang Y.2022. Advances and trends of fine-grained sedimentology. Oil & Gas Geology, 43(2): 251-264] [86] 邹才能,朱如凯,白斌,杨智,吴松涛,苏玲,董大忠,李新景. 2011. 中国油气储层中纳米孔首次发现及其科学价值. 岩石学报, 27(6): 1857-1864. [Zou C N,Zhu R K,Bai B,Yang Z,Wu S T,Su L,Dong D Z,Li X J.2011. First discovery of nano-pore throat in oil and gas reservoir in China and its scientific value. Acta Petrologica Sinica, 27(6): 1857-1864] [87] 邹才能,杨智,张国生,侯连华,朱如凯,陶士振,袁选俊,董大忠,王玉满,郭秋麟,王岚,毕海滨,李登华,武娜. 2014. 常规—非常规油气“有序聚集”理论认识及实践意义. 石油勘探与开发, 41(1): 14-27. [Zou C N,Yang Z,Zhang G S,Hou L H,Zhu R K,Tao S Z,Yuan X J,Dong D Z,Wang Y M,Guo Q L,Wang L,Bi H B,Li D H,Wu N.2014. Conventional and unconventional petroleum “orderly accumulation”: concept and practical significance. Petroleum Exploration and Development, 41(1): 14-27] [88] Al-Mudhafar W J.2020. Integrating machine learning and data analytics for geostatistical characterization of clastic reservoirs. Journal of Petroleum Science and Engineering, 195: 107837. [89] Ameen M S,MacPherson K,Almarhoon M I,Rahim Z.2012. Diverse fracture properties and their impact on performance in conventional and tight-gas reservoirs,Saudi Arabia: the Unayzah,South Haradh case study. AAPG Bulletin, 96(3): 459-492. [90] Amosu A,Sun Y.2021. Identification of thermally mature total organic carbon-rich layers in shale formations using an effective machine-learning approach. Interpretation, 9(3): T735-T745. [91] Anovitz L M,Cole D R.2015. Characterization and analysis of porosity and pore structures. Reviews in Mineralogy and Geochemistry, 80(1): 61-164. [92] Aplin A C,Macquaker J H S.2011. Mudstone diversity: origin and implications for source,seal,and reservoir properties in petroleum systems. AAPG Bulletin, 95(12): 2031-2059. [93] Avanzini A,Balossino P,Brignoli M,Spelta E,Tarchiani C.2016. Lithologic and geomechanical facies classification for sweet spot identification in gas shale reservoir. Interpretation, 4(3): SL21-SL31. [94] Aziz H,Ehsan M,Ali A,Khan H K,Khan A.2020. Hydrocarbon source rock evaluation and quantification of organic richness from correlation of well logs and geochemical data: a case study from the Sembar formation,Southern Indus Basin,Pakistan. Journal of Natural Gas Science and Engineering, 81: 103433. [95] Curtis M E,Cardott B J,Sondergeld C H,Rai C S.2012. Development of organic porosity in the Woodford Shale with increasing thermal maturity. International Journal of Coal Geology, 103: 26-31. [96] Ghadeer S G,Macquaker J H S.2011. Sediment transport processes in an ancient mud-dominated succession: a comparison of processes operating in marine offshore settings and anoxic basinal environments. Journal of the Geological Society, 168(5): 1121-1132. [97] Godfray G,Seetharamaiah J.2019. Geochemical and well logs evaluation of the Triassic source rocks of the Mandawa basin,SE Tanzania: implication on richness and hydrocarbon generation potential. Journal of African Earth Sciences, 153: 9-16. [98] Heng S,Li X,Liu X,Chen Y.2020. Experimental study on the mechanical properties of bedding planes in shale. Journal of Natural Gas Science and Engineering, 76: 103161. [99] Iqbal O,Ahmad M,Kadir A.2018. Effective evaluation of shale gas reservoirs by means of an integrated approach to petrophysics and geomechanics for the optimization of hydraulic fracturing: a case study of the Permian Roseneath and Murteree Shale Gas reservoirs,Cooper Basin,Australia. Journal of Natural Gas Science and Engineering, 58: 34-58. [100] Jarvie D M,Hill R J,Ruble T E.2007. Unconventional shale-gas systems: the Mississippian Barnett Shale of north-central Texas as one model for thermogenic shale-gas assessment. AAPG Bulletin, 91: 475-499. [101] Khoshbakht F,Azizzadeh M,Memarian H,Nourozi G H,Moallemi S A.2012. Comparison of electrical image log with core in a fractured carbonate reservoir. Journal of Petroleum Science and Engineering, 86-87: 289-296. [102] Kuang L C,Wang Z L,Feng C,Zhao P,Mao R,Yu J.2020. Predicting oil saturation of shale-oil reservoirs using nuclear magnetic resonance logs. Interpretation, 8(3): SL35-SL43. [103] Kumar S,Das S,Bastia R,Ojha K.2018. Mineralogical and morphological characterization of Older Cambay Shale from North Cambay Basin,India: implication for shale oil/gas development. Marine and Petroleum Geology, 97: 339-354. [104] Ladevèze P,Séjournéc S,Rivard C,Lavoie D,Lefebvre R,Rouleau A.2018. Defining the natural fracture network in a shale gas play and its cover succession: the case of the Utica Shale in eastern Canada. Journal of Structural Geology, 108: 157-170. [105] Lai J,Wang G W.2015. Fractal analysis of tight gas sandstones using High-Pressure Mercury Intrusion techniques. Journal of Natural Gas Science and Engineering, 24: 185-196. [106] Lai J,Wang G W,Huang L X,Li W L,Ran Y,Wang D,Zhou Z L,Chen J.2015. Brittleness index estimation in a tight shaly sandstone reservoir using well logs. Journal of Natural Gas Science and Engineering, 27: 1536-1545. [107] Lai J,Wang G W,Fan Z Y,Chen J,Wang S C,Zhou Z L,Fan X Q.2016. Insight into the pore structure of tight sandstones using NMR and HPMI measurements. Energy & Fuels, 30: 10200-10214. [108] Lai J,Wang G W,Fan Z Y,Wang Z Y,Chen J,Zhou Z L,Wang S C,Xiao C W.2017. Fracture detection in oil-based drilling mud using a combination of borehole image and sonic logs. Marine and Petroleum Geology, 84: 195-214. [109] Lai J,Wang G W,Wang S,Cao J T,Li M,Pang X J,Han C,Fan X Q,Yang L,He Z B,Qin Z Q.2018. A review on the applications of image logs in structural analysis and sedimentary characterization. Marine and Petroleum Geology, 95: 139-166. [110] Lai J,Li D,Wang G W,Xiao C W,Hao X L,Luo Q Y,Lai L B,Qin Z Q.2019. Earth stress and reservoir quality evaluation in high and steep structure: the |