메뉴 건너뛰기




Volumn 77, Issue 3, 2012, Pages

Quantitative log interpretation and uncertainty propagation of petrophysical properties and facies classification from rock-physics modeling and formation evaluation analysis

Author keywords

Borehole geophysics; Log analysis; Modeling; Rock physics; Statistics

Indexed keywords

CLUSTER ANALYSIS; MODELS; MONTE CARLO METHODS; PETROLEUM RESERVOIR EVALUATION; PETROPHYSICS; ROCKS; SEISMIC PROSPECTING; SEISMOLOGY; STATISTICS; WELL LOGGING;

EID: 84861715683     PISSN: 00168033     EISSN: None     Source Type: Journal    
DOI: 10.1190/geo2011-0272.1     Document Type: Article
Times cited : (71)

References (37)
  • 1
    • 84925149364 scopus 로고    scopus 로고
    • Quantitative seismic interpretation: Cambridge University Press.
    • Avseth, P., T. Mukerji and G. Mavko, 2005, Quantitative seismic interpretation: Cambridge University Press.
    • (2005)
    • Avseth, P.1    Mukerji, T.2    Mavko, G.3
  • 2
    • 57149111926 scopus 로고    scopus 로고
    • Rock physics modeling of unconsolidated sands: Accounting for nonuniform contacts and heterogeneous stress fields in the effective media approximation with applications to hydrocarbon exploration
    • doi: 10.1190/1.2985821., 10.1190/1.2985821, GPYSA7, 0016-8033
    • Bachrach, R. and P. Avseth, 2008, Rock physics modeling of unconsolidated sands: Accounting for nonuniform contacts and heterogeneous stress fields in the effective media approximation with applications to hydrocarbon exploration: Geophysics, 73, no. 6, E197-E209, doi: 10.1190/1.2985821. 10.1190/1.2985821 GPYSA7 0016-8033
    • (2008) Geophysics , vol.73 , Issue.6
    • Bachrach, R.1    Avseth, P.2
  • 3
    • 0026943096 scopus 로고
    • Seismic properties of pore fluids
    • doi: 10.1190/1.1443207., 10.1190/1.1443207, GPYSA7, 0016-8033
    • Batzle, M. L. and Z. Wang, 1992, Seismic properties of pore fluids: Geophysics, 57, 1396-1408, doi: 10.1190/1.1443207. 10.1190/1.1443207 GPYSA7 0016-8033
    • (1992) Geophysics , vol.57 , pp. 1396-1408
    • Batzle, M.L.1    Wang, Z.2
  • 4
    • 84861690164 scopus 로고
    • Acoustics of porous media: CRC Press.
    • Bourbie, T., O. Coussy and B. Zinszner, 1988, Acoustics of porous media: CRC Press.
    • (1988)
    • Bourbie, T.1    Coussy, O.2    Zinszner, B.3
  • 5
    • 85013937407 scopus 로고    scopus 로고
    • Well logging and formation evaluation: Elsevier Inc.
    • Darling, T., 2005, Well logging and formation evaluation: Elsevier Inc.
    • (2005)
    • Darling, T.1
  • 6
    • 84861665157 scopus 로고    scopus 로고
    • Seismic reservoir characterization: EAGE.
    • Doyen, P., 2007, Seismic reservoir characterization: EAGE.
    • (2007)
    • Doyen, P.1
  • 7
    • 0030235871 scopus 로고    scopus 로고
    • Elasticity of high-porosity sandstones: Theory for two north sea data sets
    • doi: 10.1190/1.1444059., 10.1190/1.1444059, GPYSA7, 0016-8033
    • Dvorkin, J. and A. Nur, 1996, Elasticity of high-porosity sandstones: Theory for two north sea data sets: Geophysics, 61, 1363-1370, doi: 10.1190/1.1444059. 10.1190/1.1444059 GPYSA7 0016-8033
    • (1996) Geophysics , vol.61 , pp. 1363-1370
    • Dvorkin, J.1    Nur, A.2
  • 8
    • 0028530604 scopus 로고
    • Effective properties of cemented granular materials
    • doi: 10.1016/0167-6636(94)90044-2., 10.1016/0167-6636(94)90044-2, MSMSD3, 0167-6636
    • Dvorkin, J., A. Nur and H. Yin, 1994, Effective properties of cemented granular materials: Mechanics of Materials, 18, 351-366, doi: 10.1016/0167-6636(94)90044-2. 10.1016/0167-6636(94)90044-2 MSMSD3 0167-6636
    • (1994) Mechanics of Materials , vol.18 , pp. 351-366
    • Dvorkin, J.1    Nur, A.2    Yin, H.3
  • 9
    • 0024471081 scopus 로고
    • Empirical relationships among seismic velocity, effective pressure, porosity, and clay content in sandstone
    • doi: 10.1190/1.1442580., 10.1190/1.1442580, GPYSA7, 0016-8033
    • Eberhart-Phillips, D., D.-H. Han and M. D. Zoback, 1989, Empirical relationships among seismic velocity, effective pressure, porosity, and clay content in sandstone: Geophysics, 54, 82-89, doi: 10.1190/1.1442580. 10.1190/1.1442580 GPYSA7 0016-8033
    • (1989) Geophysics , vol.54 , pp. 82-89
    • Eberhart-Phillips, D.1    Han, D.2    Zoback, M.D.3
  • 10
    • 3042809507 scopus 로고    scopus 로고
    • Estimation of geological attributes from a well log: An application of hidden markov chains
    • doi: 10.1023/B:MATG.0000028443.75501.d9., 10.1023/B:MATG.0000028443.75501.d9, MATGED, 0882-8121
    • Eidsvik, J., T. Mukerji and P. Switzer, 2004, Estimation of geological attributes from a well log: An application of hidden markov chains: Mathematical Geology, 36, 379-397, doi: 10.1023/B:MATG.0000028443.75501.d9. 10.1023/B:MATG.0000028443.75501.d9 MATGED 0882-8121
    • (2004) Mathematical Geology , vol.36 , pp. 379-397
    • Eidsvik, J.1    Mukerji, T.2    Switzer, P.3
  • 11
    • 84861663462 scopus 로고    scopus 로고
    • Well logging for earth scientists: Springer.
    • Ellis, D. V. and J. M. Singer, 2007, Well logging for earth scientists: Springer.
    • (2007)
    • Ellis, D.V.1    Singer, J.M.2
  • 12
    • 84861663461 scopus 로고    scopus 로고
    • Quantification of petrophysical uncertainty and its effect on in-place volume estimates: Numerous challenges and some solutions
    • SPE 77637, doi: 10.2118/77637-MS.
    • Fylling, A., 2002, Quantification of petrophysical uncertainty and its effect on in-place volume estimates: Numerous challenges and some solutions: SPE 77637, doi: 10.2118/77637-MS.
    • (2002)
    • Fylling, A.1
  • 13
    • 0032030075 scopus 로고    scopus 로고
    • A physical model for porosity reduction in sandstones
    • doi: 10.1190/1.1444346., 10.1190/1.1444346, GPYSA7, 0016-8033
    • Gal, D., J. Dvorkin and A. Nur, 1998, A physical model for porosity reduction in sandstones: Geophysics, 63, 454-459, doi: 10.1190/1.1444346. 10.1190/1.1444346 GPYSA7 0016-8033
    • (1998) Geophysics , vol.63 , pp. 454-459
    • Gal, D.1    Dvorkin, J.2    Nur, A.3
  • 14
    • 84864154865 scopus 로고    scopus 로고
    • Probabilistic petrophysical-properties estimation integrating statistical rock physics with seismic inversion
    • doi: 10.1190/1.3386676., 10.1190/1.3386676, GPYSA7, 0016-8033
    • Grana, D. and E. Della Rossa, 2010, Probabilistic petrophysical-properties estimation integrating statistical rock physics with seismic inversion: Geophysics, 75, no. 3, O21-O37, doi: 10.1190/1.3386676. 10.1190/1.3386676 GPYSA7 0016-8033
    • (2010) Geophysics , vol.75 , Issue.3
    • Grana, D.1    Della Rossa, E.2
  • 15
    • 85045642605 scopus 로고    scopus 로고
    • Improved estimation of mineral and fluid volumetric concentrations in thinly-bedded and invaded formations, Transactions of the SPWLA 51st Annual Symposium.
    • Heidari, Z., C. Torres-Verdin and W. E. Preeg, 2010, Improved estimation of mineral and fluid volumetric concentrations in thinly-bedded and invaded formations, Transactions of the SPWLA 51st Annual Symposium.
    • (2010)
    • Heidari, Z.1    Torres-Verdin, C.2    Preeg, W.E.3
  • 16
    • 84984503236 scopus 로고
    • Interpretation of inaccurate insufficient and inconsistent data
    • doi: 10.1111/gji.1972.28.issue-2., 10.1111/gji.1972.28.issue-2, GEOJAN, 0016-8009
    • Jackson, D. D., 1972, Interpretation of inaccurate insufficient and inconsistent data: Geophysical Journal of the Royal Astronomical Society, 28, 97-109, doi: 10.1111/gji.1972.28.issue-2. 10.1111/gji.1972.28.issue-2 GEOJAN 0016-8009
    • (1972) Geophysical Journal of the Royal Astronomical Society , vol.28 , pp. 97-109
    • Jackson, D.D.1
  • 17
    • 84984421595 scopus 로고
    • The use of a priori data to resolve non-uniqueness in linear inversion
    • doi: 10.1111/gji.1979.57.issue-1., 10.1111/gji.1979.57.issue-1, GEOJAN, 0016-8009
    • Jackson, D. D., 1979, The use of a priori data to resolve non-uniqueness in linear inversion: Geophysical Journal of the Royal Astronomical Society, 57, 137-157, doi: 10.1111/gji.1979.57.issue-1. 10.1111/gji.1979.57.issue-1 GEOJAN 0016-8009
    • (1979) Geophysical Journal of the Royal Astronomical Society , vol.57 , pp. 137-157
    • Jackson, D.D.1
  • 18
    • 84861663459 scopus 로고
    • Finding groups in data., An introduction to cluster analysis: Wiley.
    • Kaufman, L. and P. J. Rousseeuw, 1990, Finding groups in data. An introduction to cluster analysis: Wiley.
    • (1990)
    • Kaufman, L.1    Rousseeuw, P.J.2
  • 19
    • 85051624299 scopus 로고    scopus 로고
    • Using quantified model based petrophysical uncertainty to aid in conflict resolution: Transactions of the SPWLA 51st Annual Symposium.
    • Kennedy, J., Pujiyono, A. Cox and R. Aldred, 2010, Using quantified model based petrophysical uncertainty to aid in conflict resolution: Transactions of the SPWLA 51st Annual Symposium.
    • (2010)
    • Kennedy, J.1    Cox, P.A.2    Aldred, R.3
  • 20
    • 0003078996 scopus 로고
    • Markov chains and embedded Markov chains in geology
    • doi: 10.1007/BF02047072., 10.1007/BF02047072, MATGED, 0882-8121
    • Krumbein, W. C. and M. F. Dacey, 1969, Markov chains and embedded Markov chains in geology: Mathematical Geology, 1, no.1, 79-96, doi: 10.1007/BF02047072. 10.1007/BF02047072 MATGED 0882-8121
    • (1969) Mathematical Geology , vol.1 , Issue.1 , pp. 79-96
    • Krumbein, W.C.1    Dacey, M.F.2
  • 21
    • 2342531688 scopus 로고    scopus 로고
    • A classification for the pressure-sensitivity properties of a sandstone rock frame
    • doi: 10.1190/1.1707070., 10.1190/1.1707070, GPYSA7, 0016-8033
    • MacBeth, C., 2004, A classification for the pressure-sensitivity properties of a sandstone rock frame: Geophysics, 69, 497-510, doi: 10.1190/1.1707070. 10.1190/1.1707070 GPYSA7 0016-8033
    • (2004) Geophysics , vol.69 , pp. 497-510
    • MacBeth, C.1
  • 22
    • 0032215803 scopus 로고    scopus 로고
    • A rock physics strategy for quantifying uncertainty in common hydrocarbon indicators
    • doi: 10.1190/1.1444493., 10.1190/1.1444493, GPYSA7, 0016-8033
    • Mavko, G. and T. Mukerji, 1998, A rock physics strategy for quantifying uncertainty in common hydrocarbon indicators: Geophysics, 63, 1997, doi: 10.1190/1.1444493. 10.1190/1.1444493 GPYSA7 0016-8033
    • (1998) Geophysics , vol.63 , pp. 1997
    • Mavko, G.1    Mukerji, T.2
  • 23
    • 84861685675 scopus 로고    scopus 로고
    • The rock physics handbook: Tools for seismic analysis in porous media: Cambridge University Press.
    • Mavko, G., T. Mukerji and J. Dvorkin, 2009, The rock physics handbook: Tools for seismic analysis in porous media: Cambridge University Press.
    • (2009)
    • Mavko, G.1    Mukerji, T.2    Dvorkin, J.3
  • 24
    • 0035280023 scopus 로고    scopus 로고
    • Statistical rock physics: Combining rock physics, information theory, and geostatistics to reduce uncertainty in seismic reservoir characterization
    • doi: 10.1190/1.1438938., 10.1190/1.1438938, 1070-485X
    • Mukerji, T., P. Avseth, G. Mavko, I. Takahashi and E. F. Gonzalez, 2001b, Statistical rock physics: Combining rock physics, information theory, and geostatistics to reduce uncertainty in seismic reservoir characterization: The Leading Edge, 20, 313-319, doi: 10.1190/1.1438938. 10.1190/1.1438938 1070-485X
    • (2001) The Leading Edge , vol.20 , pp. 313-319
    • Mukerji, T.1    Avseth, P.2    Mavko, G.3    Takahashi, I.4    Gonzalez, E.F.5
  • 25
    • 0035387822 scopus 로고    scopus 로고
    • Mapping lithofacies and pore-fluid probabilities in a north sea reservoir: Seismic inversions and statistical rock physics
    • doi: 10.1190/1.1487078., 10.1190/1.1487078, GPYSA7, 0016-8033
    • Mukerji, T., A. Jorstad, P. Avseth, G. Mavko and J. R. Granli, 2001a, Mapping lithofacies and pore-fluid probabilities in a north sea reservoir: Seismic inversions and statistical rock physics: Geophysics, 66, 988-1001, doi: 10.1190/1.1487078. 10.1190/1.1487078 GPYSA7 0016-8033
    • (2001) Geophysics , vol.66 , pp. 988-1001
    • Mukerji, T.1    Jorstad, A.2    Avseth, P.3    Mavko, G.4    Granli, J.R.5
  • 26
    • 84861665159 scopus 로고
    • Seismic and acoustic velocities in reservoir rocks: Volume , Experimental studies: SEG.
    • Nur, A. and Z. Wang, 1989, Seismic and acoustic velocities in reservoir rocks: Volume 1, Experimental studies: SEG.
    • (1989) , vol.1
    • Nur, A.1    Wang, Z.2
  • 27
    • 85026608817 scopus 로고
    • Evaluation of water saturation in shaly formations, Transactions of the SPWLA 12th Annual Symposium.
    • Poupon, A. and J. Leveaux, 1971, Evaluation of water saturation in shaly formations, Transactions of the SPWLA 12th Annual Symposium.
    • (1971)
    • Poupon, A.1    Leveaux, J.2
  • 28
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • BSTJAN, 0005-8580
    • Shannon, C. E., 1948, A mathematical theory of communication: Bell System Technical Journal, 27, 379-423. BSTJAN 0005-8580
    • (1948) Bell System Technical Journal , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 29
    • 84861665164 scopus 로고    scopus 로고
    • Inverse problem theory: SIAM.
    • Tarantola, A., 2005, Inverse problem theory: SIAM.
    • (2005)
    • Tarantola, A.1
  • 30
    • 85040897093 scopus 로고
    • Log data acquisition and quality control
    • Theys, P., 1991, Log data acquisition and quality control
    • (1991)
    • Theys, P.1
  • 31
    • 85026610406 scopus 로고
    • A serious look at repeated sections: Transactions of the SPWLA 30th Annual Symposium.
    • Theys, P., 1994, A serious look at repeated sections: Transactions of the SPWLA 30th Annual Symposium.
    • (1994)
    • Theys, P.1
  • 32
    • 84862038546 scopus 로고    scopus 로고
    • Accuracy. Essential information for a log measurement: Transactions of the SPWLA 38th Annual Symposium.
    • Theys, P., 1997, Accuracy. Essential information for a log measurement: Transactions of the SPWLA 38th Annual Symposium.
    • (1997)
    • Theys, P.1
  • 33
    • 85033668194 scopus 로고    scopus 로고
    • Uncertainty evaluation in well logging: Analytical or numerical approach?: Transactions of the SPWLA 43rd Annual Symposium.
    • Verga, F., D. Viberti and M. Gonfalini, 2002, Uncertainty evaluation in well logging: Analytical or numerical approach?: Transactions of the SPWLA 43rd Annual Symposium.
    • (2002)
    • Verga, F.1    Viberti, D.2    Gonfalini, M.3
  • 34
    • 79951781096 scopus 로고    scopus 로고
    • A rigorous mathematical approach for petrophysical estimation
    • doi: 10.3844/ajassp.2010.1509.1516., 10.3844/ajassp.2010.1509.1516, 1546-9239
    • Viberti, D., 2010, A rigorous mathematical approach for petrophysical estimation: American Journal of Applied Sciences, 7, no. 11, 1509-1516, doi: 10.3844/ajassp.2010.1509.1516. 10.3844/ajassp.2010.1509.1516 1546-9239
    • (2010) American Journal of Applied Sciences , vol.7 , Issue.11 , pp. 1509-1516
    • Viberti, D.1
  • 35
    • 84861665163 scopus 로고
    • Seismic and acoustic velocities in reservoir rocks: Volume , Theoretical and model studies: SEG.
    • Wang, Z. and A. Nur, 1992, Seismic and acoustic velocities in reservoir rocks: Volume 2, Theoretical and model studies: SEG.
    • (1992) , vol.2
    • Wang, Z.1    Nur, A.2
  • 36
    • 84861663463 scopus 로고    scopus 로고
    • Seismic and acoustic velocities in reservoir rocks, Recent development: SEG.
    • Wang, Z. and A. Nur, 2000, Seismic and acoustic velocities in reservoir rocks: 3, Recent development: SEG.
    • (2000) , vol.3
    • Wang, Z.1    Nur, A.2
  • 37
    • 84944178665 scopus 로고
    • Hierarchical grouping to optimize an objective function
    • Ward, J. H. Jr., 1963, Hierarchical grouping to optimize an objective function: Journal of the American Statistical Association, 58, 236-244.
    • (1963) Journal of the American Statistical Association , vol.58 , pp. 236-244
    • Ward, J.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.