Spatiotemporal Random Fields

Written By George Christakos
Spatiotemporal Random Fields
  • Publsiher : Elsevier
  • Release : 26 July 2017
  • ISBN : 0128030321
  • Pages : 696 pages
  • Rating : 4/5 from 21 reviews
GET THIS BOOKSpatiotemporal Random Fields


Read or download book entitled Spatiotemporal Random Fields written by George Christakos which was release on 26 July 2017, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: Spatiotemporal Random Fields: Theory and Applications, Second Edition, provides readers with a new and updated edition of the text that explores the application of spatiotemporal random field models to problems in ocean, earth, and atmospheric sciences, spatiotemporal statistics, and geostatistics, among others. The new edition features considerable detail of spatiotemporal random field theory, including ordinary and generalized models, as well as space-time homostationary, isostationary and hetrogeneous approaches. Presenting new theoretical and applied results, with particular emphasis on space-time determination and interpretation, spatiotemporal analysis and modeling, random field geometry, random functionals, probability law, and covariance construction techniques, this book highlights the key role of space-time metrics, the physical interpretation of stochastic differential equations, higher-order space-time variability functions, the validity of major theoretical assumptions in real-world practice (covariance positive-definiteness, metric-adequacy etc.), and the emergence of interdisciplinary phenomena in conditions of multi-sourced real-world uncertainty. Contains applications in the form of examples and case studies, providing readers with first-hand experiences Presents an easy to follow narrative which progresses from simple concepts to more challenging ideas Includes significant updates from the previous edition, including a focus on new theoretical and applied results

Spatiotemporal Random Fields

Spatiotemporal Random Fields
  • Author : George Christakos
  • Publisher : Elsevier
  • Release Date : 2017-07-26
  • Total pages : 696
  • ISBN : 0128030321
GET BOOK

Summary : Spatiotemporal Random Fields: Theory and Applications, Second Edition, provides readers with a new and updated edition of the text that explores the application of spatiotemporal random field models to problems in ocean, earth, and atmospheric sciences, spatiotemporal statistics, and geostatistics, among others. The new edition features considerable detail of spatiotemporal ...

Random Field Models in Earth Sciences

Random Field Models in Earth Sciences
  • Author : George Christakos
  • Publisher : Elsevier
  • Release Date : 2013-10-22
  • Total pages : 474
  • ISBN : 0128030321
GET BOOK

Summary : 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 ...

K differenced Vector Random Fields

K differenced Vector Random Fields
  • Author : Rehab Alsultan
  • Publisher : Unknown
  • Release Date : 2015
  • Total pages : 72
  • ISBN : 0128030321
GET BOOK

Summary : There is a great demand for analyzing multivariate measurements observed across space and over time, due to an increasing wealth of multivariate spatial, temporal, or spatio-temporal data, which may be treated as the realizations of vector (multivariate) random fields. As one of the most important random fields in theory and ...

Covariance Modeling and Parameter Estimation for Stationary Spatio temporal Gaussian Random Fields

Covariance Modeling and Parameter Estimation for Stationary Spatio temporal Gaussian Random Fields
  • Author : Benjamin Adam Shaby
  • Publisher : Unknown
  • Release Date : 2007
  • Total pages : 172
  • ISBN : 0128030321
GET BOOK

Summary : Download or read online Covariance Modeling and Parameter Estimation for Stationary Spatio temporal Gaussian Random Fields written by Benjamin Adam Shaby, published by which was released on 2007. Get Covariance Modeling and Parameter Estimation for Stationary Spatio temporal Gaussian Random Fields Books now! Available in PDF, ePub and Kindle....

Markov Random Field Modeling in Image Analysis

Markov Random Field Modeling in Image Analysis
  • Author : Stan Z. Li
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-04-03
  • Total pages : 362
  • ISBN : 0128030321
GET BOOK

Summary : Markov random field (MRF) theory provides a basis for modeling contextual constraints in visual processing and interpretation. It enables us to develop optimal vision algorithms systematically when used with optimization principles. This book presents a comprehensive study on the use of MRFs for solving computer vision problems. Various vision models ...

Diffusion in Random Fields

Diffusion in Random Fields
  • Author : Nicolae Suciu
  • Publisher : Birkhäuser
  • Release Date : 2019-06-13
  • Total pages : 262
  • ISBN : 0128030321
GET BOOK

Summary : This book presents, in an accessible and self-consistent way, the theory of diffusion in random velocity fields, together with robust numerical simulation approaches. The focus is on transport processes in natural porous media, with applications to contaminant transport in groundwater. Starting from basic information on stochastic processes, more challenging issues ...

Infrared Small dim Target Detection Based on Markov Random Field Guided Noise Modeling

Infrared Small dim Target Detection Based on Markov Random Field Guided Noise Modeling
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2018
  • Total pages : 212
  • ISBN : 0128030321
GET BOOK

Summary : Highlights: This paper tackles the detection problem that small targets approximate to noise. This paper adopts the mixture of Gaussians noise model to model the complex noise. This paper adopts the Markov random field to guide target separation from noise. This paper well utilizes the spatial-temporal information. The proposed method ...

Mathematical Reviews

Mathematical Reviews
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 212
  • ISBN : 0128030321
GET BOOK

Summary : Download or read online Mathematical Reviews written by , published by which was released on 2006. Get Mathematical Reviews Books now! Available in PDF, ePub and Kindle....

Izvestiya

Izvestiya
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2002
  • Total pages : 212
  • ISBN : 0128030321
GET BOOK

Summary : Download or read online Izvestiya written by , published by which was released on 2002. Get Izvestiya Books now! Available in PDF, ePub and Kindle....

Spatiotemporal Environmental Health Modelling A Tractatus Stochasticus

Spatiotemporal Environmental Health Modelling  A Tractatus Stochasticus
  • Author : George Christakos,Dionissios Hristopulos
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-04-17
  • Total pages : 400
  • ISBN : 0128030321
GET BOOK

Summary : Spatiotemporal Environmental Health Modelling: A Tractatus Stochasticus provides a holistic, conceptual and quantitative framework for Environmental Health Modelling in space-time. The holistic framework integrates two aspects of Environmental Health Science that have been previously treated separately: the environmental aspect, which involves the natural processes that bring about human exposure to ...

Air Pollution Research Advances

Air Pollution Research Advances
  • Author : Corin G. Bodine
  • Publisher : Nova Science Pub Incorporated
  • Release Date : 2007
  • Total pages : 260
  • ISBN : 0128030321
GET BOOK

Summary : Air pollution is a chemical, physical, or biological agent that modifies the natural characteristics of the atmosphere. Enforced air quality standards, like the Clean Air Act in the United States, have reduced the presence of some pollutants. This book presents research dealing with air pollution....

Atmospheric and Oceanic Optics

Atmospheric and Oceanic Optics
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1994
  • Total pages : 212
  • ISBN : 0128030321
GET BOOK

Summary : Download or read online Atmospheric and Oceanic Optics written by , published by which was released on 1994. Get Atmospheric and Oceanic Optics Books now! Available in PDF, ePub and Kindle....

Geostatistics for the Next Century

Geostatistics for the Next Century
  • Author : Roussos Dimitrakopoulos
  • Publisher : Springer
  • Release Date : 1994
  • Total pages : 497
  • ISBN : 0128030321
GET BOOK

Summary : This book contains selected contributions from the International Forum on `Geostatistics for the Next Century', organized in honour of Michel David in Montreal, June 1993. In order to present current problems and concerns, disseminate new significant results and futuristic ideas, as well as to promote dialogue and critique, the book includes ...

Actes de la Session

Actes de la Session
  • Author : International Statistical Institute
  • Publisher : Unknown
  • Release Date : 1999
  • Total pages : 212
  • ISBN : 0128030321
GET BOOK

Summary : Download or read online Actes de la Session written by International Statistical Institute, published by which was released on 1999. Get Actes de la Session Books now! Available in PDF, ePub and Kindle....

The Professional Geologist

The Professional Geologist
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1993-04
  • Total pages : 212
  • ISBN : 0128030321
GET BOOK

Summary : Download or read online The Professional Geologist written by , published by which was released on 1993-04. Get The Professional Geologist Books now! Available in PDF, ePub and Kindle....