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Geostatistics : modeling spatial uncertainty / Jean-Paul Chilès; Pierre Delfiner
Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Wiley series in probability and statisticsPublisher: Hoboken, N.J : Wiley, c2012Edition: 2nd ed (Online-Ausg.)Description: Online-Ressource (1 online resource (xv, 699 p.)) : ill. (some col.)ISBN:- 9781280588525
- 1280588527
- 9781118136157
- QE33.2.S82
Contents:
Summary: Intro -- Geostatistics: Modeling Spatial Uncertainty -- Contents -- Preface to the Second Edition -- Preface to the First Edition -- Abbreviations -- Introduction -- Types of Problems Considered -- Description or Interpretation? -- 1. Preliminaries -- 1.1: Random Functions -- 1.2: On the Objectivity of Probabilistic Statements -- 1.3: Transitive Theory -- 2. Structural Analysis -- 2.1: General Principles -- 2.2: Variogram Cloud and Sample Variogram -- 2.3: Mathematical Properties of the Variogram -- 2.4: Regularization and Nugget Effect -- 2.5: Variogram Models -- 2.6: Fitting a Variogram Model -- 2.7: Variography in the Presence of a Drift -- 2.8: Simple Applications of the Variogram -- 2.9: Complements: Theory of Variogram Estimation and Fluctuation -- 3. Kriging -- 3.1: Introduction -- 3.2: Notations and Assumptions -- 3.3: Kriging with a Known Mean -- 3.4: Kriging with an Unknown Mean -- 3.5: Estimation of a Spatial Average -- 3.6: Selection of a Kriging Neighborhood -- 3.7: Measurement Errors and Outliers -- 3.8: Case Study: The Channel Tunnel -- 3.9: Kriging Under Inequality Constraints -- 4. Intrinsic Model of Order k -- 4.1: Introduction -- 4.2: A Second Look at the Model of Universal Kriging -- 4.3: Allowable Linear Combinations of Order k -- 4.4: Intrinsic Random Functions of Order k -- 4.5: Generalized Covariance Functions -- 4.6: Estimation in the IRF Model -- 4.7: Generalized Variogram -- 4.8: Automatic Structure Identification -- 4.9: Stochastic Differential Equations -- 5. Multivariate Methods -- 5.1: Introduction -- 5.2: Notations and Assumptions -- 5.3: Simple Cokriging -- 5.4: Universal Cokriging -- 5.5: Derivative Information -- 5.6: Multivariate Random Functions -- 5.7: Shortcuts -- 5.8: Space-Time Models -- 6. Nonlinear Methods -- 6.1: Introduction -- 6.2: Global Point Distribution.PPN: PPN: 809667940Package identifier: Produktsigel: ZDB-26-MYL | ZDB-30-PAD | ZDB-30-PQE | BSZ-30-PQE-K1DLR
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