Random Field Models in Earth Sciences

Random Field Models in Earth Sciences

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Description

This book explores the application of random field models and stochastic data processing to problems in hydrogeology, geostatistics, climate modeling, and oil reservoir engineering, among others. Features: * Researchers in the geosciences who work with models of natural processes will find discussions on: * Spatiotemporal random fields. * Space transformation. * Multidimensional estimation. * Simulation. * Sampling Design. * Stochastic partial differential equations.
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Product details

  • Hardback | 411 pages
  • 156.5 x 235.2 x 26.4mm | 925.63g
  • Academic Press Inc
  • San Diego, United States
  • English
  • 2nd edition
  • references, index
  • 012174230X
  • 9780121742300

Table of contents

Prolegomena; the spatial random field model; the intrinsic spatial random field model; the factorable random field model; the spatiotemporal random field model; space transformations of random fields; random field modelling of natural processes; simulation of natural processes; estimation in space and time; sampling design.
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