Geostatistics and petroleum geology / Michael Edward Hohn

By:

Hohn, Michael E

Material type: Text

TextLanguage: English Publication details: Boston : Kluwer, 2020.Edition: 2ndDescription: xii, 235 p. : illustrations ; 25 cmISBN:

9789402418675

Subject(s):

DDC classification:

23 519.5 HOH

Contents:

THE SEMIVARIOGRAM: Basic calculation and principles -- Modeling an observed semivariogram -- Hole effects -- Anisotropic models -- Three-dimensional examples -- Outliers, normality, and robustness -- Automated fitting of semivariograms -- LINEAR ESTIMATION: Kriging equations -- Examples -- Kriging in three dimensions -- MULTIVARIATE GEOSTATISTICS: Coregionalization -- Cokriging equations -- Modeling a coregionalization -- A simple example -- Initial potentials and cumulative production -- A stratigraphic application -- Kriging with external drift -- Collocated cokriging -- Difficulties and solutions -- NONLINEAR ESTIMATION: DISJUNCTIVE AND LOGNORMAL KRIGING: Disjunctive kriging -- Example: initial potential -- Lognormal kriging -- INDICATOR KRIGING: Analysis of an indicator variable -- Indicator kriging with multiple cutoffs -- Examples -- Median kriging -- Cumulative distribution functions -- Soft data -- Facies modeling -- Probability kriging -- CONDITIONAL SIMULATION: Methods of conditional simulation --

Summary: This book introduces the concepts and methods of spatial statistics to geologists and engineers working with oil and gas data, and covers all of the most commonly encountered geostatistical methods for estimation and simulation." "Geostatistics and Petroleum Geology will be an invaluable advanced-level text for students in petroleum engineering and geosciences courses, as well as an important reference for petroleum geologists and petroleum engineers in oil companies worldwide..

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode
General Books	CUTN Central Library Social Sciences	Non-fiction	519.5 HOH (Browse shelf(Opens below))	Available		43567

THE SEMIVARIOGRAM: Basic calculation and principles --
Modeling an observed semivariogram --
Hole effects --
Anisotropic models --
Three-dimensional examples --
Outliers, normality, and robustness --
Automated fitting of semivariograms --
LINEAR ESTIMATION: Kriging equations --
Examples --
Kriging in three dimensions --
MULTIVARIATE GEOSTATISTICS: Coregionalization --
Cokriging equations --
Modeling a coregionalization --
A simple example --
Initial potentials and cumulative production --
A stratigraphic application --
Kriging with external drift --
Collocated cokriging --
Difficulties and solutions --
NONLINEAR ESTIMATION: DISJUNCTIVE AND LOGNORMAL KRIGING: Disjunctive kriging --
Example: initial potential --
Lognormal kriging --
INDICATOR KRIGING: Analysis of an indicator variable --
Indicator kriging with multiple cutoffs --
Examples --
Median kriging --
Cumulative distribution functions --
Soft data --
Facies modeling --
Probability kriging --
CONDITIONAL SIMULATION: Methods of conditional simulation --

This book introduces the concepts and methods of spatial statistics to geologists and engineers working with oil and gas data, and covers all of the most commonly encountered geostatistical methods for estimation and simulation." "Geostatistics and Petroleum Geology will be an invaluable advanced-level text for students in petroleum engineering and geosciences courses, as well as an important reference for petroleum geologists and petroleum engineers in oil companies worldwide..

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