Estimation Of Random Fields From Network Observations Technical Report PDF Download

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Estimation of Random Fields from Network Observations. Technical Report

Estimation of Random Fields from Network Observations. Technical Report
Author:
Publisher:
Total Pages:
Release: 1979
Genre:
ISBN:

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When one has observed a random field Z at some points and recorded its values (network observations), a natural problem is to estimate Z at points where there are no observations. This dissertation deals first with this problem in an abstract setting, in m dimensions; later, it considers the estimation of a spatial two-dimensional random field. The problem then is one of constructing an estimated map of Z over a geographic area. For a given network of stations the quality of a map depends on the method of estimation. But for the given method of estimation the quality of a map depends on the choice of locations for the stations. This is the problem of network design. Both the study of methods of estimation and the problem of network design are addressed. 16 figures. (RWR).


Random Fields on a Network

Random Fields on a Network
Author: Xavier Guyon
Publisher: Springer Science & Business Media
Total Pages: 294
Release: 1995-06-23
Genre: Mathematics
ISBN: 9780387944289

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The theory of spatial models over lattices, or random fields as they are known, has developed significantly over recent years. This book provides a graduate-level introduction to the subject which assumes only a basic knowledge of probability and statistics, finite Markov chains, and the spectral theory of second-order processes. A particular strength of this book is its emphasis on examples - both to motivate the theory which is being developed, and to demonstrate the applications which range from statistical mechanics to image analysis and from statistics to stochastic algorithms.


Energy Research Abstracts

Energy Research Abstracts
Author:
Publisher:
Total Pages: 782
Release: 1979
Genre: Power resources
ISBN:

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Random Fields Estimation

Random Fields Estimation
Author: Alexander G. Ramm
Publisher: World Scientific
Total Pages: 390
Release: 2005
Genre: Technology & Engineering
ISBN: 9812565361

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This book contains a novel theory of random fields estimation of Wiener type, developed originally by the author and presented here. No assumption about the Gaussian or Markovian nature of the fields are made. The theory, constructed entirely within the framework of covariance theory, is based on a detailed analytical study of a new class of multidimensional integral equations basic in estimation theory.This book is suitable for graduate courses in random fields estimation. It can also be used in courses in functional analysis, numerical analysis, integral equations, and scattering theory.


Gravity, Geoid and Earth Observation

Gravity, Geoid and Earth Observation
Author: Stelios P. Mertikas
Publisher: Springer Science & Business Media
Total Pages: 682
Release: 2010-06-25
Genre: Science
ISBN: 364210634X

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These Proceedings include the written version of papers presented at the IAG International Symposium on "Gravity, Geoid and Earth Observation 2008". The Symposium was held in Chania, Crete, Greece, 23-27 June 2008 and organized by the Laboratory of Geodesy and Geomatics Engineering, Technical University of Crete, Greece. The meeting was arranged by the International Association of Geodesy and in particular by the IAG Commission 2: Gravity Field. The symposium aimed at bringing together geodesists and geophysicists working in the general areas of gravity, geoid, geodynamics and Earth observation. Besides covering the traditional research areas, special attention was paid to the use of geodetic methods for: Earth observation, environmental monitoring, Global Geodetic Observing System (GGOS), Earth Gravity Models (e.g., EGM08), geodynamics studies, dedicated gravity satellite missions (i.e., GOCE), airborne gravity surveys, Geodesy and geodynamics in polar regions, and the integration of geodetic and geophysical information.