/LC.GIF&client=easterncarolinaedu)
Multiple-point geostatistics stochastic modeling with training images / Gregoire Mariethoz and Jef Caers.
| Author/creator | Mariethoz, Gregoire |
| Other author | Caers, Jef. |
| Format | Electronic |
| Publication Info | Chichester, West Sussex ; Hoboken, NJ : Wiley Blackwell, 2015. |
| Description | 1 online resource. |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Subjects |
| Abstract | "This book provides a comprehensive introduction to multiple-point geostatistics, where spatial continuity is described using training images. Multiple-point geostatistics aims at bridging the gap between physical modelling/realism and spatio-temporal stochastic modelling. The book provides an overview of this new field in three parts. Part I presents a conceptual comparison between traditional random function theory and stochastic modelling based on training images, where random function theory is not always used. Part II covers in detail various algorithms and methodologies starting from basic building blocks in statistical science and computer science. Concepts such as non-stationary and multi-variate modeling, consistency between data and model, the construction of training images and inverse modelling are treated. Part III covers three example application areas, namely, reservoir modelling, mineral resources modelling and climate model downscaling. This book will be an invaluable reference for students, researchers and practitioners of all areas of the Earth Sciences where forecasting based on spatio-temporal data is performed"-- Provided by publisher. |
| Abstract | "The topic of this book concerns an area of geostatistics that has commonly been known as multiple-point geostatistics because it uses more than two-point statistics (correlation), traditionally represented by the variogram, to model spatial phenomena"-- Provided by publisher. |
| General note | Includes index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record and CIP data provided by publisher. |
| Issued in other form | Print version: Mariethoz, Gregoire, author. Multiple-point geostatistics Chichester, West Sussex ; Hoboken, NJ : John Wiley & Sons Inc., 2015 9781118662755 |
| Genre/form | Electronic books. |
| LCCN | 2014036103 |
| ISBN | 9781118662939 (ePub) |
| ISBN | 9781118662946 (Adobe PDF) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |