Random Field Models in Earth Sciences (e-bog) af Christakos, George
Christakos, George (forfatter)

Random Field Models in Earth Sciences e-bog

25,00 DKK (inkl. moms 31,25 DKK)
This book is about modeling as a prinicipal component of scientific investigations. In general terms, modeling is the funamental process of combining intellectual creativity with physical knowledge and mathematical techniques in order to learn the properties of the mechanisms underlying a physical phenomenon and make predictions. The book focuses on a specific class of models, namely, random ...
E-bog 25,00 DKK
Forfattere Christakos, George (forfatter)
Udgivet 22 oktober 2013
Længde 474 sider
Genrer PBWL
Sprog English
Format pdf
Beskyttelse LCP
ISBN 9781483288307
This book is about modeling as a prinicipal component of scientific investigations. In general terms, modeling is the funamental process of combining intellectual creativity with physical knowledge and mathematical techniques in order to learn the properties of the mechanisms underlying a physical phenomenon and make predictions. The book focuses on a specific class of models, namely, random field models and certain of their physical applications in the context of a stochastic data analysis and processing research program. The term application is considered here in the sense wherein the mathematical random field model is shaping, but is also being shaped by, its objects.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 Researchers in the geosciences who work with models of natural processes will find discussion of; Spatiotemporal random fields Space transformation Multidimensional estimation Simulation Sampling design Stochastic partial differential equations