Random Field Models in Earth Sciences
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.
- Hardback | 411 pages
- 156.5 x 235.2 x 26.4mm | 925.63g
- 06 Jul 1992
- Elsevier Science Publishing Co Inc
- Academic Press Inc
- San Diego, United States
- 2nd edition
- references, index
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.