Geostatistics and petroleum geology /
Hohn, Michael E.
Geostatistics and petroleum geology / Michael Edward Hohn - 2nd - Boston : Kluwer, 2020. - xii, 235 p. : illustrations ; 25 cm.
HB
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..
9789402418675
Petroleum -- Geology -- Statistical methods
Petroleum -- Geology -- Data processing
Erdölgeologie
519.5 / HOH
Geostatistics and petroleum geology / Michael Edward Hohn - 2nd - Boston : Kluwer, 2020. - xii, 235 p. : illustrations ; 25 cm.
HB
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..
9789402418675
Petroleum -- Geology -- Statistical methods
Petroleum -- Geology -- Data processing
Erdölgeologie
519.5 / HOH