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A case study on statistical wireline log parameters in identifying shallow-water delta microfacies of Late Dongying Formation, northern Liaozhong Depression, Bohai Bay Basin

  • Xin Li
  • Shiqiang XiaEmail author
  • Jingyan Liu
  • Xiaofeng Du
  • Zhenguo Zhang
  • Lianfeng Gao
  • Zhaosheng Wang
  • Donghui Jia
  • Zhangqiang Song
  • Xiaoyuan Wang
  • Jing Wang
Original Paper
  • 28 Downloads

Abstract

The shallow-water deltaic deposits turn out to be one of the most potential reservoirs in Late Dongying Formation of northern Liaozhong Depression. Previous studies prove it difficult to identify the microfacies of shallow-water delta with conventional methods. In this paper, a new statistical method of wireline logs verified with cores is proposed to solve microfacies identification issue. It aims to combine wireline measurements with a lithofacies to produce an automatic lithologic description of the microfacies of shallow-deltaic deposits. In the meanwhile, the characteristics of microfacies can be shown by box map, standard QQ chart, anti-trend QQ chart, and crossplot resulted from statistical wireline parameters. Based on the charts mentioned above, statistical wireline characteristics can be summarized for the microfacies of shallow-water delta deposits and verified with core photos. Finally, the statistical wireline parameters are proved to be capable of identifying microfacies in the study area. In addition to the significance for academia, this new method and its application are of great importance for discovering potential reservoirs. Because shallow-water channel-fill sandstones and conglomerates frequently host important hydrocarbon reserves. Consequently, investigating shallow-water delta deposits microfacies is significant economically as well.

Keywords

Comprehensive identification charts Shallow-water delta Sedimentary microfacies Liaozhong Depression Bohai Bay Basin 

Notes

Acknowledgments

We thank Bohai Oil Research Institute, China National Offshore Oilfield Corporation Limited, for providing the data and helpful discussions.

Funding information

The authors gratefully acknowledge joint financial support from National Key Basic Research Project (2011ZX05025-002-05) and Natural Science Project for Hebei Province (Grant D2015209075, D2017209236, ZD2016077).

References

  1. Adeli A, Emery X (2017) A geostatistical approach to measure the consistency between geological logs and quantitative covariates. Ore Geol Rev 82:160–169CrossRefGoogle Scholar
  2. Bockelmann FD, Puls W, Kleeberg U et al (2018) Mapping mud content and median grain-size of North Sea sediment—a geostatistical approach. Mar Geol 397:60–71CrossRefGoogle Scholar
  3. Bourgine B, Lasseur E, Leynet A et al (2015) Building a geological reference platform using sequence stratigraphy combined with geostatistical tools. In: Geophysical Research Abstracts, vol 17, pp EGU2015–EGU8292Google Scholar
  4. Burke HB, Rosen DB, Goodman PH (1994) Comparing artificial neural networks to other statistical methods for medical outcome prediction. IEEE World Congress Comput Intell 4:2213–2216Google Scholar
  5. Caceres A, Emery X (2013) Geostatistical validation of geological logging. In: Ambrus J, Beniscelli J, Brunner F, Cabello J, Ibarra F (eds) Proceedings of the Third International Seminar on Geology for the Mining Industry. Gecamin Ltda, Santiago, pp 73–80Google Scholar
  6. Caers J (2005) Petroleum geostatistics. Society of Petroleum EngineersGoogle Scholar
  7. Cahoon DR, White DA, Lynch JC (2011) Sediment infilling and wetland formation dynamics in an active crevasse splay of the Mississippi River delta. Geomorphology 131:57–68CrossRefGoogle Scholar
  8. Cao YC, Han M, Wang YZ et al (2010) Sedimentary characteristics and models of shallow-water delta deposits in the second member of the Shahejie Formation in the Chezhen Sag, the Jiyang Depression. Oil Gas Geol 5:576–601Google Scholar
  9. Chiles JP, Delfiner P (2012) Geostatistics: modeling spatial uncertainty. Wiley, New York, USACrossRefGoogle Scholar
  10. Cornel O, Janok PB (2006) Terminal distributary channels and delta front architecture of river-dominated delta systems. J Sediment Res 76:212–223CrossRefGoogle Scholar
  11. Dai LM, Li JP, Zhou XH et al (2007) Depositional system of the Neogene shallow water delta in Bohai Sea area. Lithol Reservoirs 19(4):75–81Google Scholar
  12. Fang D, Wang BJ, Ni JE (2006) Characteristics of the shallow-water delta deposit, in the Yan’an Formaiton of west of Mahuangshan, Ordos Basin. Oil Gas South China 4:23–26Google Scholar
  13. Feng WJ, Wu SH, Zhang K et al (2017) Depositional process and sedimentary model of meandering-river shallow delta: insights from numerical simulation and modern deposition. Acta Geol Sin 91:2047–2064CrossRefGoogle Scholar
  14. Fisk HN (1954) Sedimentary framework of the Modern Mississippi Delta. J Sediment Petrol 2:76–99CrossRefGoogle Scholar
  15. Gao ZY, Zhou CM, Dong WT et al (2016) Sedimentary processes, depositional model and sandbody prediction of lacustrine shallow water delta: a case study of Ganjiang river delta in Poyang Lake. Geoscience 30:353–360Google Scholar
  16. Garci A-garcia F, Corbi H, Soria JM et al (2011) Architecture analysis of a river flood-dominated delta during an overall sea-level rise (early Pliocene, SE Spain). Sediment Geol 237:102–113CrossRefGoogle Scholar
  17. Gilbert GK (1885) The topographic features of lake shores. Annrept US Geol Surv 5:23–75Google Scholar
  18. Gilbert GK (1890) Lake Bonneville. Mon US Geol Surv 1:438Google Scholar
  19. Gong SL (1986) Depositional and coal-accumulating environment of shallow-water delta(late stage of Early Perian Period), Yucounty, Henan. Coal Geol Explor 2:85–91Google Scholar
  20. Grana D, Daly C (2017) Petroleum geostatistics. Math Geosci 49:439–440CrossRefGoogle Scholar
  21. Han XD, Lou ZH, Yao YM et al (2000) Analysis of the sedimentary dynamic process of the shallow-water lake delta in the Songliao Basin, Northeast China. Acta Mineral Sin 3:305–313Google Scholar
  22. Han YL, Wang CY, Wang HH et al (2009) Sedimentary characteristics of shallow-water deltas in Chang-8 subsection of Yanchang Formation, Jiyuan Area. Acta Sedimentol Sin 6:1057–1064Google Scholar
  23. Hohn ME (1998) Geostatistics and petroleum geology. Springer, GermanyGoogle Scholar
  24. Horne JC, Ferm JC, Baganz BP (1976) Depositional models in coal exploration and mineral planning in Appalachian region. AAPG Bull 12:2377–2411Google Scholar
  25. Hsiao LY, Graham SA, Tilander N (2004) Seismic reflection imaging of a major strike-slip fault zone in a rift system: Paleogene structure and evolution of the Tan-Lu fault system, Liaodong Bay, Bohai, offshore China. AAPG Bull 1:71–97CrossRefGoogle Scholar
  26. Huang WT, Qian G, Zang WY (2011) Application of wavelet analysis in study of sedimentary microfacies of Zao V reservoir group in well 26 Wangguantun Oilfield. J Geol 4:379–385Google Scholar
  27. Jia DH, Wu XH, Zhao LC et al (2005) Sedimentary composing characteristics of shallow-water delta, taking the Bozhong 25-1 southern oil field as example. Henan Pet 2:2–4Google Scholar
  28. Jiang B, Fursich FT, Hethke M (2012) Depositional evolution of the early Cretaceous Sihetun Lake and implications for regional climatic and volcanic history in western Liaoning, NE China. J Geol 257-260:31–44Google Scholar
  29. Keumsuk L, McMechan GA, Gani MR et al (2007) 3-D architecture and sequence stratigraphic evolution of a forced regressive top-truncated mixed-influenced delta, Cretaceous Wall Creek sandstone, Wyoming, USA. J Sediment Res 4:284–302Google Scholar
  30. Lemons DR, Chan MA (1999) Facies architecture and sequence stratigraphy of fine-grained lacustrine deltas along the eastern margin of late Pleistocene Lake Bonneville, northern Utah and southern Idaho. AAPG Bull 4:635–665Google Scholar
  31. Li FJ, Wang DY, Wang F et al (2007) Genetic research of reservoirs at delta front in depressed lacustrine basins. Pet Geol Exp 1:63–68Google Scholar
  32. Li W, Zhu XM, Chen G et al (2018) Research based on isochronous surface about shallow-water deltas and fluvial sedimentary system: a case from Duo 1 Member of Paleogene in Huangjue Area. Acta Sedimentol Sin 36:110–119Google Scholar
  33. Liu Y, Zhu XM, Yuan HQ et al (2010) New exploration for shallow delta high-resolution sequence stratigraphy of Putaohua oil-bearing layer of Member 1of Yaojia Formation of Cretaceous in Sanzhao Sag. J China Univ Pet 4:7–11Google Scholar
  34. Liu ZL, Shen F, Zhu XM et al (2015) Progress of shallow-water delta research and a case study of continental lake basin. Oil Gas Geol 36:596–604Google Scholar
  35. Liu JL, Ji YL, Yang KM et al (2015) Mechanism of lake shoreline control on shoal water deltaic sandbodies and its significance for petroleum exploration: a case study of Penglaizhen Formation in the middle part of western Sichuan Depression. Acta Pet Sin 36:1060–1073Google Scholar
  36. Lou ZH, Lu QM, Cai XY et al (1998) Influence of lake level fluctuation on sandbody shapes at shallow-water delta front. Acta Sedimentol Sin 4:27–31Google Scholar
  37. Lou ZH, Yuan D, Jin AM (2004) Types, characteristics of sandbodies in shallow-water delta front and sedimentary models in Northern Songliao Basin, China. J Zhejiang Univ (Sci Ed) 2:211–215Google Scholar
  38. Olariu C, Bhattacharya JP (2006) Terminal distributary channels and delta front architecture of river-dominated delta systems. J Sediment Res 76:212–233CrossRefGoogle Scholar
  39. Porebski SJ, Steel RJ (2006) Deltas and sea-level change. J Sediment Res 76:390–403CrossRefGoogle Scholar
  40. Postma G (1990) An analysis of the variation in the delta architecture. Terra Nova 2:124–130CrossRefGoogle Scholar
  41. Schoch A, Blothe JH, Hoffmann T et al (2018) Multivariate geostatistical modeling of the spatial sediment distribution in a large scale drainage basin, Upper Rhone, Switzerland. Geomorphology 303:375–392CrossRefGoogle Scholar
  42. Tang Y, Yin TJ, Qin JH et al (2017) Development of large-scale shallow-water fan delta: sedimentary laboratory simulation and experiments. Xinjiang Pet Geol 38:253–263Google Scholar
  43. Wang CZ, Wang J (2010) A deep analysis of multiple data and its realization in SPSS. J Inner Mong Finace Econ Coll 8(2):75–78Google Scholar
  44. Wang JH, Chen HH, Jiang T et al (2012) Sandbodies frameworks of subaqueous distributary channel in shallow-water delta, Xinli area of Songliao Basin. Earth Sci-J China Univ Geosci 3:556–564Google Scholar
  45. Weinberg SL, Abramowitz SK (2008) Statistics using SPSS: an integrative approach. Cambridge University Press, CambridgeGoogle Scholar
  46. Wen Z, Yong SH, Wang ZW (1996) Quantitative discrimintaion of sedimentary microfacies by using well log data. Acta Sedimentol Sin 1:40–46Google Scholar
  47. Wu XH, Lv XX, Zhou XH et al (2009) Discovery of the shallow delta sediment in Ming Huazhen Formation in BZ34 oil field and its significance in oil and gas exploration. J Daqing Pet Inst 5:32–36Google Scholar
  48. Xi SL, Li WH, Liu XS et al (2009) Sedimentary characteristics of shallow water delta of the Lower Permian Taiyuan Formation in Shenmu area, Ordos Basin. J Palaeogeogr 2:187–194Google Scholar
  49. Xia WC (1991) Sedimentary structure of lake-delta systems of subaqueous distributary channels, Yan’an Formation, Southern Ordos Basin. Earth Sci 2:23–31Google Scholar
  50. Xia QL, Zhao ZC, Zhao XS (2004) Relations between sedimentary microfacies and geophysical parameters of shallow reservoirs in Bohai Gulf. Nat Gas Ind 5:51–56Google Scholar
  51. Xia SQ, Liu JY, Liu Z et al (2018a) The geophysical identification, characteristics, and petroliferous significance of sublacustrine fan deposits in the second member of Dongying Formation in Liaozhong Depression, Bohai Bay Basin. Geol J 53:692–706CrossRefGoogle Scholar
  52. Xia SQ, Lin CS, Liu JY et al (2018b) The syn-depositional fault control of the evolution of axial meandering river delta-sublacustrine fan deposits during the Ed2x deposition in the northern Liaodong Bay, Bohai Bay Basin, NE China. Geol J 53:1227–1240CrossRefGoogle Scholar
  53. Xue YA, Chai YB, Zhou YY (2015) Recent new breakthroughs in hydrocarbon exploration in Bohai Sea. China Offshore Oil Gas 27:1–9Google Scholar
  54. Yao GQ, Ma Z, Zhao YC et al (1995) Reservoir characteristics of distributary channel sand bodies of shallow-water delta. Acta Pet Sin 1:24–31Google Scholar
  55. Ye H, Shedlock KM, Hellinger SJ et al (1985) The North China Basin: an example of a Cenozoic rifted intraplate basin. Tectonics 2:153–169CrossRefGoogle Scholar
  56. Ye L, Zhu XM, Qin Y et al (2018) Depositional system of shallow water delta in rifted lacustrine basin. J Earth Sci Environ 40:186–202Google Scholar
  57. Yin YS, Zhang CM, Li SH (2013) The principle, methodology and application of petroleum geostatistics. Geological Press, BeijingGoogle Scholar
  58. Zeng HL, Zhu XM, Zhu RK (2013) New insights into seismic stratigraphy of shallow-water progradational sequences: subseismic clinoforms. Interpretation 1:SA35–SA51CrossRefGoogle Scholar
  59. Zhang WT (2004) SPSS turorial. High Education Express, BeijingGoogle Scholar
  60. Zhang CM, Yin TJ, Zhu YJ et al (2010) Shallow-water deltas and models. Acta Sedimentol Sin 5:933–944Google Scholar
  61. Zhang JM, Wang MQ, Wang YJ et al (2017) Identification and sedimentary evolution of the shallow water delta of bird-foot in Bozhong 28-2S oilfield group of Bohai Bay Basin. Periodical Ocean Univ China: Nat Sci Ed 47:77–85Google Scholar
  62. Zhao HQ (1987) A sedimentary scheme for a large leaf-like delta in Songliao Basin. Pet Geol Oilfield Dev Daqing 4:1–10Google Scholar
  63. Zhao L, Zheng TY (2005) Seismic structure of the Bohai Bay Basin, northern China: implications for basin evolution. Earth Planet Sci Lett 22:9–22CrossRefGoogle Scholar
  64. Zhong YJ, Chen HD, Xu CG et al (2017) Discovery of shallow-water delta in the Neogene Guantao Formation in the Liaodong Bay Depression and its significance for oil and gas exploration. Oil Gas Geol 38:499–507Google Scholar
  65. Zhu XM, Zhang YN, Yang JS et al (2008a) Sedimentary characteristics of the shallow Jurassic braided river delta, the Junggar Basin. Oil Gas Geol 2:244–251Google Scholar
  66. Zhu WL, Li JP, Zhou XH et al (2008b) Neogene shallow water deltaic system and large hydrocarbon accumulations in Bohai Bay, China. Acta Sedimentol Sin 26:575–582Google Scholar
  67. Zhu XM, Liu Y, Fang Q et al (2012) Formation and sedimentary model of shallow delta in large-scale lake:example from Cretaceous Quantou Formation in Sanzhao Sag, Songliao Basin. Earth Sci Front 1:89–99Google Scholar
  68. Zhu XM, Deng XQ, Liu ZL et al (2013a) Sedimentary characteristics and model of shallow braided delta in large-scale lacustrine: an example from Triassic Yanchang Formation in Ordos Basin. Earth Sci Front 2:19–28Google Scholar
  69. Zhu XM, Pan R, Zhao DN et al (2013b) Formation and development of shallow-water deltas in lacustrine basin and typical case analyses. J China Univ Pet 37:7–14Google Scholar
  70. Zou CN, Zhao WZ, Zhang XY et al (2008) Formation and distribution of shallow-water deltas and central-basin sandbodies in large open depression lake basin. Geol Sin 6:813–825Google Scholar

Copyright information

© Saudi Society for Geosciences 2019

Authors and Affiliations

  • Xin Li
    • 1
  • Shiqiang Xia
    • 2
    Email author
  • Jingyan Liu
    • 3
  • Xiaofeng Du
    • 4
  • Zhenguo Zhang
    • 2
  • Lianfeng Gao
    • 2
  • Zhaosheng Wang
    • 2
  • Donghui Jia
    • 4
  • Zhangqiang Song
    • 4
  • Xiaoyuan Wang
    • 4
  • Jing Wang
    • 5
  1. 1.Teacher’s Academic and Scientific DepartmentBeijing City UniversityBeijingChina
  2. 2.College of Mining EngineeringNorth China University of Science and TechnologyTangshan CityChina
  3. 3.School of Energy ResourcesChina University of Geosciences (Beijing)BeijingChina
  4. 4.Tianjin Oil Research InstituteChina National Offshore Oil Corporation LimitedTianjinChina
  5. 5.BGP Geological Research Center, CNPCZhuoZhou CityChina

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