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008 130805s2014 enk b 001 0 eng
010 _a 2013031615
040 _aDLC
_beng
_erda
_cDLC
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_dYDXCP
_dUKMGB
_dBTCTA
_dBDX
_dCDX
_dPUL
_dOCLCF
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_dOCLCQ
015 _aGBB431454
_2bnb
016 7 _a016654308
_2Uk
019 _a856981159
_a900046884
020 _a9780199731442
_q(alk. paper)
024 8 _a11084250
035 _a(OCoLC)855209593
_z(OCoLC)856981159
_z(OCoLC)900046884
042 _apcc
050 0 0 _aTN870.53
_b.P97 2014
082 0 0 _a553.2/82015195
_223
100 1 _aPyrcz, Michael.
245 1 0 _aGeostatistical reservoir modeling /
_cMichael J. Pyrcz, Clayton V. Deutsch.
250 _aSecond edition.
264 1 _aOxford :
_bNew York, New York :
_bOxford University Press,
_c[2014]
264 4 _c©2014
300 _avii, 433 pages ;
_c26 cm
336 _atext
_btxt
_2rdacontent
337 _aunmediated
_bn
_2rdamedia
338 _avolume
_bnc
_2rdacarrier
504 _aIncludes bibliographical references and index.
505 0 0 _gMachine generated contents note:
_g1.
_tIntroduction --
_g1.1.
_tComments on Second Edition --
_g1.2.
_tPlan for the Book --
_g1.3.
_tKey Concepts --
_g1.4.
_tMotivation for Reservoir Models --
_g1.5.
_tData for Reservoir Modeling --
_g1.6.
_tThe Common Work Flow --
_g1.7.
_tAn Introductory Example --
_g1.8.
_tWork Flow Diagrams --
_g2.
_tModeling Principles --
_g2.1.
_tPreliminary Geological Modeling Concepts --
_g2.1.1.
_tThe Story --
_g2.1.2.
_tGeological Models --
_g2.1.3.
_tGeological Model Overview --
_g2.1.4.
_tBasin Formation and Filling --
_g2.1.5.
_tReservoir Architecture --
_g2.1.6.
_tExample Stories and Reservoir Modeling Significance --
_g2.1.7.
_tSection Summary --
_g2.2.
_tPreliminary Statistical Concepts --
_g2.2.1.
_tGeological Populations and Stationarity --
_g2.2.2.
_tNotation and Definitions --
_g2.2.3.
_tBivariate Distributions --
_g2.2.4.
_tQ -- Q Plots and Data Transformation --
_g2.2.5.
_tData Transformation --
_g2.2.6.
_tDeclustering and Debiasing.
505 0 0 _g2.2.7.
_tHistogram and Cross-Plot Smoothing --
_g2.2.8.
_tMonte Carlo Simulation --
_g2.2.9.
_tParameter Uncertainty --
_g2.2.10.
_tBayesian Statistics --
_g2.2.11.
_tWork Flow --
_g2.2.12.
_tSection Summary --
_g2.3.
_tQuantifying Spatial Correlation --
_g2.3.1.
_tThe Random Function Concept --
_g2.3.2.
_tCalculating Experimental Variograms --
_g2.3.3.
_tInterpreting Experimental Variograms --
_g2.3.4.
_tHorizontal Variograms --
_g2.3.5.
_tVariogram Modeling --
_g2.3.6.
_tCross Variograms --
_g2.3.7.
_tMultiple-Point Statistics --
_g2.3.8.
_tVolume Variance Relations --
_g2.3.9.
_tWork Flow --
_g2.3.10.
_tSection Summary --
_g2.4.
_tPreliminary Mapping Concepts --
_g2.4.1.
_tKriging and Cokriging --
_g2.4.2.
_tSequential Gaussian Simulation --
_g2.4.3.
_tIndicator Formalism --
_g2.4.4.
_tP-Field Methods --
_g2.4.5.
_tMultiple-Point Simulation --
_g2.4.6.
_tObject-Based Simulation --
_g2.4.7.
_tOptimization Algorithms for Modeling --
_g2.4.8.
_tAccounting for Trends --
_g2.4.9.
_tAlternatives for Secondary Data Integration.
505 0 0 _g2.4.10.
_tWork Flow --
_g2.4.11.
_tSection Summary --
_g3.
_tModeling Prerequisites --
_g3.1.
_tData Inventory --
_g3.1.1.
_tData Events --
_g3.1.2.
_tWell Data --
_g3.1.3.
_tSeismic Data --
_g3.1.4.
_tDynamic Data --
_g3.1.5.
_tAnalog Data --
_g3.1.6.
_tData Considerations --
_g3.1.7.
_tSection Summary --
_g3.2.
_tConceptual Model --
_g3.2.1.
_tConceptual Geological Model --
_g3.2.2.
_tModel Framework --
_g3.2.3.
_tModeling Method Choice --
_g3.2.4.
_tStatistical Inputs and Geological Rules --
_g3.2.5.
_tWork Flow --
_g3.2.6.
_tSection Summary --
_g3.3.
_tProblem Formulation --
_g3.3.1.
_tGoal and Purpose Definition --
_g3.3.2.
_tModeling Work Constraints --
_g3.3.3.
_tSynthetic Paleo-basin --
_g3.3.4.
_tModeling Work Flows --
_g3.3.5.
_tReporting and Documentation --
_g3.3.6.
_tWork Flow --
_g3.3.7.
_tSection Summary --
_g4.
_tModeling Methods --
_g4.1.
_tLarge-Scale Modeling --
_g4.1.1.
_tStructure and Bounding Surfaces --
_g4.1.2.
_tIdentification of Regions --
_g4.1.3.
_tTrend Model Construction --
_g4.1.4.
_tMultivariate Mapping.
505 0 0 _g4.1.5.
_tSummarization and Visualization --
_g4.1.6.
_tSection Summary --
_g4.2.
_tVariogram-Based Facies Modeling --
_g4.2.1.
_tComments on Facies Modeling --
_g4.2.2.
_tSequential Indicator Simulation --
_g4.2.3.
_tTruncated Gaussian Simulation --
_g4.2.4.
_tCleaning Cell-Based Facies Realizations --
_g4.2.5.
_tWork Flow --
_g4.2.6.
_tSection Summary --
_g4.3.
_tMultiple-Point Facies Modeling --
_g4.3.1.
_tMultiple-Point Simulation --
_g4.3.2.
_tSequential Simulation with MPS --
_g4.3.3.
_tInput Statistics --
_g4.3.4.
_tImplementation Details --
_g4.3.5.
_tWork Flow --
_g4.3.6.
_tSection Summary --
_g4.4.
_tObject-Based Facies Modeling --
_g4.4.1.
_tBackground --
_g4.4.2.
_tStochastic Shales --
_g4.4.3.
_tFluvial Modeling --
_g4.4.4.
_tNonfluvial Depositional Systems --
_g4.4.5.
_tWork Flow --
_g4.4.6.
_tSection Summary --
_g4.5.
_tProcess-Mimicking Facies Modeling --
_g4.5.1.
_tBackground --
_g4.5.2.
_tProcess-Mimicking Modeling --
_g4.5.3.
_tWork Flow --
_g4.5.4.
_tSection Summary --
_g4.6.
_tPorosity and Permeability Modeling.
505 0 0 _g4.6.1.
_tBackground --
_g4.6.2.
_tGaussian Techniques for Porosity --
_g4.6.3.
_tSeismic Data in SGS for Porosity --
_g4.6.4.
_tPorosity/Permeability Transforms --
_g4.6.5.
_tGaussian Techniques for Permeability --
_g4.6.6.
_tIndicator Technique for Permeability --
_g4.6.7.
_tWork Flow --
_g4.6.8.
_tSection Summary --
_g4.7.
_tOptimization for Model Construction --
_g4.7.1.
_tBackground --
_g4.7.2.
_tSimulated Annealing --
_g4.7.3.
_tPerturbation Mechanism --
_g4.7.4.
_tUpdate Objective Function --
_g4.7.5.
_tDecision Rule --
_g4.7.6.
_tProblem Areas --
_g4.7.7.
_tOther Methods --
_g4.7.8.
_tWork Flow --
_g4.7.9.
_tSection Summary --
_g5.
_tModel Applications --
_g5.1.
_tModel Checking --
_g5.1.1.
_tBackground --
_g5.1.2.
_tMinimum Acceptance Checks --
_g5.1.3.
_tHigh-Order Checks --
_g5.1.4.
_tCross Validation and the Jackknife --
_g5.1.5.
_tChecking Distributions of Uncertainty --
_g5.1.6.
_tWork Flow --
_g5.1.7.
_tSection Summary --
_g5.2.
_tModel Post-processing --
_g5.2.1.
_tBackground --
_g5.2.2.
_tModel Modification.
505 0 0 _g5.2.3.
_tModel Scaling --
_g5.2.4.
_tPointwise Summary Models --
_g5.2.5.
_tJoint Summary Models --
_g5.2.6.
_tWork Flow --
_g5.2.7.
_tSection Summary --
_g5.3.
_tUncertainty Management --
_g5.3.1.
_tBackground --
_g5.3.2.
_tUncertainty Considerations --
_g5.3.3.
_tHow Many Realizations? --
_g5.3.4.
_tSummarizing Uncertainty --
_g5.3.5.
_tUncertainty Versus Well Spacing --
_g5.3.6.
_tCase for Geometric Criteria --
_g5.3.7.
_tRanking Realizations --
_g5.3.8.
_tDecision Making with Uncertainty --
_g5.3.9.
_tWork Flow --
_g5.3.10.
_tSection Summary --
_g6.
_tSpecial Topics --
_g6.1.
_tUnstructured Grids --
_g6.2.
_tContinuous Variable Heterogeneity --
_g6.3.
_tMore Estimation Methods --
_g6.4.
_tSpectral Methods --
_g6.5.
_tSurface-Based Modeling --
_g6.6.
_tEnsemble Kalman Filtering --
_g6.7.
_tAdvanced Geological Characterization --
_g6.8.
_tOther Emerging Techniques --
_g6.9.
_tFinal Thoughts --
_gA.
_tGlossary and Notation --
_gA.1.
_tGlossary --
_gA.2.
_tNotation.
650 0 _aHydrocarbon reservoirs
_xMathematical models.
650 0 _aPetroleum
_xGeology
_xStatistical methods.
650 7 _aHydrocarbon reservoirs
_xMathematical models.
_2fast
_0(OCoLC)fst00964826
650 7 _aPetroleum
_xGeology
_xStatistical methods.
_2fast
_0(OCoLC)fst01059294
650 7 _aErdölgeologie.
_0(DE-588)4152692-2
_2gnd
650 7 _aErdöllagerstätte.
_0(DE-588)4125182-9
_2gnd
650 7 _aSpeichergestein.
_0(DE-588)4196332-5
_2gnd
650 7 _aGeostatistik.
_0(DE-588)4020279-3
_2gnd
650 7 _aMathematisches Modell.
_0(DE-588)4114528-8
_2gnd
650 7 _aNumerisches Modell.
_0(DE-588)4338132-7
_2gnd
700 1 _aDeutsch, Clayton V.
938 _aBrodart
_bBROD
_n107996669
938 _aBaker and Taylor
_bBTCP
_nBK0013735263
938 _aCoutts Information Services
_bCOUT
_n25991451
938 _aYBP Library Services
_bYANK
_n11084250
029 1 _aCHDSB
_b006258139
029 1 _aCHVBK
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942 _cBOOK
994 _aZ0
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