Geostatistics for Natural Recources Evaluation

Description

New York, Oxford University Press, 1997, 483 стр.В книге описываются разведочный анализ данных, детерминированые и вероятностные модели, моделирование региональных трендов, различные виды кригинга и нюансы их использования.Оглавление: Exploratory data analysis Univariate description Bivariate description Univariate spatial description Bivariate spatial description Main features of the Jura data The random function model Deterministic and probabilistic models The random function model [b]Inference and modeling[/b] Statistical inference Modeling a Regionalization Modeling a Coregionalization Local estimation: Accounting for a single attribute The kriging paradigm Simple kriging Ordinary kriging Kriging with a trend model Block kriging Factorial kriging Dual kriging Miscellaneous aspects of kriging Local estimation: Accounting for secondary information Exhaustive secondary information The cokriging approach Assessment of local uncertainty Two models of local uncertainty The multiGaussian approach The indicator approach Using local uncertainty models Performance comparison Assessment of spatial uncertainty Estimation versus simulation The sequential simulation paradigm Sequential Gaussian simulation Sequential indicator simulation The LU decomposition algorithm The p-field simulation algorithm Simulated annealing Simulation of categorical variables Miscellaneous aspects of simulation