The Sequential Generation of Gaussian Random Fields for Applications in the Geospatial Sciences

The Sequential Generation of Gaussian Random Fields for Applications in the Geospatial Sciences

This paper presents practical methods for the sequential generation or simulation of a Gaussian two-dimensional random field. The specific realizations typically correspond to geospatial errors or perturbations over a horizontal plane or grid. The errors are either scalar, such as vertical errors, o...

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Bibliographic Details
Main Authors: John Dolloff, Peter Doucette
Format: Article
Language:English
Published: MDPI AG 2014-06-01
Series:ISPRS International Journal of Geo-Information
Subjects:
geospatial
random field
errors
sequential
simulation
covariance matrix
strictly positive definite correlation function
Online Access:http://www.mdpi.com/2220-9964/3/2/817

Internet

http://www.mdpi.com/2220-9964/3/2/817

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