Skip to main content
Log in

Prediction of natural fracture in shale oil reservoir based on R/S analysis and conventional logs

  • Review Article
  • Published:
Frontiers of Earth Science Aims and scope Submit manuscript

Abstract

Investigation into natural fractures is extremely important for the exploration and development of low-permeability reservoirs. Previous studies have proven that abundant oil resources are present in the Upper Triassic Yanchang Formation Chang 7 oil-bearing layer of the Ordos Basin, which are accumulated in typical low-permeability shale reservoirs. Natural fractures are important storage spaces and flow pathways for shale oil. In this study, characteristics of natural fractures in the Chang 7 oil-bearing layer are first analyzed. The results indicate that most fractures are shear fractures in the Heshui region, which are characterized by high-angle, unfilled, and ENE-WSW-trending strike. Subsequently, natural fracture distributions in the Yanchang Formation Chang 7 oil-bearing layer of the study area are predicted based on the R/S analysis approach. Logs of AC, CAL, ILD, LL8, and DEN are selected and used for fracture prediction in this study, and the R(n)/S(n) curves of each log are calculated. The quadratic derivatives are calculated to identify the concave points in the R(n)/S(n) curve, indicating the location where natural fracture develops. Considering the difference in sensitivity of each log to natural fracture, gray prediction analysis is used to construct a new parameter, fracture prediction indicator K, to quantitatively predict fracture development. In addition, fracture development among different wells is compared. The results show that parameter K responds well to fracture development. Some minor errors may probably be caused by the heterogeneity of the reservoir, limitation of core range and fracture size, dip angle, filling minerals, etc.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Aghli G, Moussavi-Harami R, Tokhmechi B (2020). Integration of sonic and resistivity conventional logs for identification of fracture parameters in the carbonate reservoirs (a case study, Carbonate Asmari Formation, Zagros Basin, SW Iran). J Petrol Sci Eng, 186: 106728

    Article  Google Scholar 

  • Beretta A, Roman H E, Raicich F, Crisciani F (2005). Long-time correlations of sealevel and local atmospheric pressure fluctuations at trieste. Physica A, 347: 695–703

    Article  Google Scholar 

  • Darby B J, Ritts B D (2002). Mesozoic contractional deformation in the middle of the Asian tectonic collage: the intraplate Western Ordos fold-thrust belt, China. Earth Planet Sci Lett, 205(1–2): 13–24

    Article  Google Scholar 

  • Fu J H, Li S X, Xu L M, Niu X B (2018). Paleo-sedimentary environmental restoration and its significance of Chang 7 Member of Triassic Yanchang Formation in Ordos Basin, NW China. Pet Explor Dev, 45(6): 998–1008

    Article  Google Scholar 

  • Ge X M, Fan Y R, Zhu X J, Deng S G, Wang Y (2014). A method to differentiate degree of volcanic reservoir fracture development using conventional well logging data—an application of kernel principal component analysis (KPCA) and multifractal detrended fluctuation analysis (MFDFA). IEEE J Sel Top Appl Earth Obs Remote Sens, 7(12): 4972–4978

    Article  Google Scholar 

  • Hou G T (1994). Fractral geostatistics. Geology-geochemistry, 02: 68–70 (in Chinese)

    Google Scholar 

  • Hou G T, Wang Y X, Hari K R (2010). The late Triassic and late Jurassic stress fields and tectonic transmission of North China craton. J Geodyn, 50(3–4): 318–324

    Article  Google Scholar 

  • Hu Z Q (2000). Application of R/S analysis in the evaluation of vertical reservoir heterogeneity and fracture development. Experimental Petroleum Geology, 22(5): 382–386 (in Chinese)

    Google Scholar 

  • Hurst H E (1951). Long term storage capacity of reservoirs. Trans Am Soc Civ Eng, 116(12): 776–808

    Google Scholar 

  • Ja’fari A, Kadkhodaie-Ilkhchi A, Sharghi Y, Ghanavati K (2012). Fracture density estimation from petrophysical log data using the adaptive neuro-fuzzy inference system. J Geophys Eng, 9(1): 105–114

    Article  Google Scholar 

  • Ju W, Niu X B, Feng S B, You Y, Xu K, Wang G, Xu H R (2020a). Present-day in-situ stress field within the Yanchang Formation tight oil reservoir of Ordos Basin, central China. J Petrol Sci Eng, 187: 106809

    Article  Google Scholar 

  • Ju W, Niu X B, Feng S B, You Y, Xu K, Wang G, Xu H R (2020b). Predicting the present-day in situ stress distribution within the Yanchang Formation Chang 7 shale oil reservoir of Ordos Basin, central China. Petrol Sci, 17(4): 912–924

    Article  Google Scholar 

  • Ju W, Sun W F, Hou G T (2015). Insights into the tectonic fractures in the Yanchang Formation interbedded sandstone-mudstone of the Ordos Basin based on core data and geomechanical models. Acta Geologica Sinica-English Edition, 89(6): 1986–1997

    Article  Google Scholar 

  • 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. Mar Pet Geol, 95: 139–166

    Article  Google Scholar 

  • Li A, Ding W L, Luo K P, Xiao Z K, Wang R Y, Yin S, Deng M, He J H (2020). Application of R/S analysis in fracture identification of shale reservoir of the Lower Cambrian Niutitang Formation in northern Guizhou Province, South China. Geol J, 55(5): 4008–4020

    Article  Google Scholar 

  • Liu C Y, Zhao H G, Sun Y Z (2009). Tectonic background of Ordos Basin and its controlling role for basin evolution and energy mineral deposits. Energy Exploration and Exploitation, 27(1): 15–27

    Article  Google Scholar 

  • Liu L L, Zhao Z P, Li L, Chen W L, He Y A (2008). Application of the variable scale fractal technique in fracture prediction and reservoir evaluation. Oil and Gas Geology, 29(1): 31–37 (in Chinese)

    Google Scholar 

  • Lyu W Y, Zeng L B, Liu Z Q, Liu G P, Zu K W (2016). Fracture responses of conventional logs in tight-oil sandstones: a case study of the Upper Triassic Yanchang Formation in southwest Ordos Basin, China. AAPG Bull, 100(9): 1399–1417

    Article  Google Scholar 

  • Lyu W Y, Zeng L B, Zhang B J, Miao F B, Lyu P, Dong S Q (2017). Influence of natural fractures on gas accumulation in the Upper Triassic tight gas sandstones in the northwestern Sichuan Basin, China. Mar Pet Geol, 83: 60–72

    Article  Google Scholar 

  • Miranda J G V, Andrade R F S (1999). Rescaled range analysis of pluviometric records in northeast Brazil. Theor Appl Climatol, 63(1–2): 79–88

    Article  Google Scholar 

  • Pang J, North C P (1996). Fractals and their applicability in geological wireline log analysis. J Pet Geol, 19(3): 339–350

    Article  Google Scholar 

  • Rangarajan G, Sant D A (2004). Fractal dimensional analysis of Indian climatic dynamics. Chaos Solitons Fractals, 19(2): 285–291

    Article  Google Scholar 

  • Ritts B D, Hanson A D, Darby B J, Nanson L, Berry A (2004). Edimentary record of Triassic intraplate extension in North China: evidence from the nonmarine NW Ordos Basin, Helan Shan and Zhuozi Shan. Tectonophysics, 386(3–4): 177–202

    Article  Google Scholar 

  • Shi J X, Zeng L B, Zhao X Y, Zhang Y Z, Wang J P (2020). Characteristics of natural fractures in the upper Paleozoic coal bearing strata in the southern Qinshui Basin, China: implications for coalbed methane (CBM) development. Marine and Petroleum Geology, 113: UNSP10415

    Google Scholar 

  • Su H, Lei Z D, Zhang D Q, Li J C, Zhang Z R, Ju B S, Li Z P (2017). Dynamic and static comprehensive prediction method of natural fractures in fractured oil reservoirs: a case study of Triassic Chang 63 reservoirs in Huaqing Oilfield, Ordos Basin, NW China. Pet Explor Dev, 44(6): 972–982

    Article  Google Scholar 

  • Tokhmechi B, Memarian H, Noubari H A, Moshiri B (2009). A novel approach proposed for fractured zone detection using petrophysical logs. J Geophys Eng, 6(4): 365–373

    Article  Google Scholar 

  • Wu S T, Zhu R K, Cui J G, Cui J W, Bai B, Zhang X X, Jin X, Zhu D S, Yao J L, You J C, Li X H (2015). Characteristics of lacustrine shale porosity evolution, Triassic Chang 7 Member, Ordos Basin, NW China. Petroleum Exploration and Development, 42(2): 185–195

    Article  Google Scholar 

  • Xiao Z K, Ding W L, Liu J S, Tian M Z, Yin S, Zhou X H, Gu Y (2019). A fracture identification method for low-permeability sandstone based on R/S analysis and the finite difference method: a case study from the Chang 6 reservoir in Huaqing Oilfield, Ordos Basin. J Petrol Sci Eng, 174: 1169–1178

    Article  Google Scholar 

  • Yang H, Liang X W, Niu X B, Feng S B, You Y (2017). Geological conditions for continental tight oil formation and the main controlling factors for the enrichment: a case of Chang 7 Member, Triassic Yanchang Formation, Ordos Basin, NW China. Petroleum Exploration and Development, 44(1): 11–19

    Article  Google Scholar 

  • Yang H, Niu X B, Xu L M, Feng S B, You Y, Liang X W, Wang F, Zhang D D (2016). Exploration potential of shale oil in Chang7 Member, Upper Triassic Yanchang Formation, Ordos Basin, NW China. Petroleum Exploration and Development, 43(4): 560–569

    Article  Google Scholar 

  • Zazoun R S (2013). Fracture density estimation from core and conventional well logs data using artificial neural networks: the Cambro-Ordovician reservoir of Mesdar oil field, Algeria. J Afr Earth Sci, 83: 55–73

    Article  Google Scholar 

  • Zeng L B, Li X Y (2009). Fractures in sandstone reservoirs with ultralow permeability: a case study of the Upper Triassic Yanchang Formation in the Ordos Basin, China. AAPG Bull, 93(4): 461–477

    Article  Google Scholar 

  • Zeng L B, Liu H T (2010). Influence of fractures on the development of low-permeability sandstone reservoirs: a case study from the Taizhao district, Daqing Oilfield, China. J Petrol Sci Eng, 72(1–2): 120–127

    Article  Google Scholar 

  • Zeng L B, Lyu W Y, Li J, Zhu L F, Weng J Q, Yue F, Zu K W (2016). Natural fractures and their influence on shale gas enrichment in Sichuan Basin, China. J Nat Gas Sci Eng, 30: 1–9

    Article  Google Scholar 

  • Zeng L B, He Y H, Xiong W L (2010). Origin and Geological Significance of the Cross Fractures in the Upper Triassic Yanchang Formation, Ordos Basin, China. Energy Exploration & Exploitation, 28(2): 59–70

    Article  Google Scholar 

  • Zeng L B, Wang Z G, Xiao S R, Zhang G B (2009). The origin and geological significance of low dip-angle fractures in the thrust zones of the western basins of China. Acta Petrol Sin, 30(1): 56–60

    Google Scholar 

  • Zhang X F, Pan B Z, Wang F, Han X (2011). A study of wavelet transforms applied for fracture identification and fracture density evaluation. Appl Geophys, 8(2): 164–169

    Article  Google Scholar 

  • Zhao J F, Chen X H, Zhang Q (2003). Application of grey association analysis in reservoir evaluation. Progress in Exploration Geophysics, 4: 282–286 (in Chinese)

    Google Scholar 

  • Zhao W T, Hou G T (2017). Fracture prediction in the tight-oil reservoirs of the Triassic Yanchang Formation in the Ordos Basin, northern China. Petrol Sci, 14(1): 1–23

    Article  Google Scholar 

  • Zhao Z Y, Wang Y L, Liu G D, Sun X (2011). A rescaled range analysis on the characteristics of coal seam development in the eastern depression of the Liaohe Basin. Mining Science and Technology (China), 21(2): 223–227

    Article  Google Scholar 

Download references

Acknowledgements

The authors would like to thank the anonymous reviewers for offering their constructive suggestions and comments, which have improved this manuscript in many aspects. The financial supports are from the National Natural Science Foundation of China (Grant Nos. 41702130 and 41971335), Natural Science Foundation of Jiangsu Province, China (BK20201349), and Priority Academic Program Development of Jiangsu Higher Education Institutions (PAPD).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Wei Ju.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Xu, H., Ju, W., Niu, X. et al. Prediction of natural fracture in shale oil reservoir based on R/S analysis and conventional logs. Front. Earth Sci. 15, 705–718 (2021). https://doi.org/10.1007/s11707-020-0843-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11707-020-0843-z

Keywords

Navigation