COVARIANCE FUNCTION MODELLING IN LOCAL GEODETIC APPLICATIONS USING THE SIMPLEX METHOD

Collocation has been widely applied in geodesy for estimating the gravity field of the Earth both locally and globally. Particularly, this is the standard geodetic method used to combine all the available data to get an integrated estimate of any functional of the anomalous potential T. The key point of the method is the definition of proper covariance functions of the data. Covariance function models have been proposed by many authors together with the related software. In this paper a new method for finding suitable covariance models has been devised. The covariance fitting problem is reduced to an optimization problem in Linear Programming and solved by using the Simplex Method. The procedure has been implemented in a FORTRAN95 software and has been tested on simulated and real data sets. These first tests proved that the proposed method is a reliable tool for estimating proper covariance function models to be used in the collocation procedure

Saved in:
Bibliographic Details
Main Authors: Gaetani,Carlo Iapige De, Cazzaniga,Noemi Emanuela, Barzaghi,Riccardo, Reguzzoni,Mirko, Betti,Barbara
Format: Digital revista
Language:English
Published: Universidade Federal do Paraná 2016
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1982-21702016000200342
Tags: Add Tag
No Tags, Be the first to tag this record!
id oai:scielo:S1982-21702016000200342
record_format ojs
spelling oai:scielo:S1982-217020160002003422016-09-01COVARIANCE FUNCTION MODELLING IN LOCAL GEODETIC APPLICATIONS USING THE SIMPLEX METHODGaetani,Carlo Iapige DeCazzaniga,Noemi EmanuelaBarzaghi,RiccardoReguzzoni,MirkoBetti,Barbara Local Disturbing Potential Data Integration Collocation Covariance Functions Linear Programming Simplex Method Collocation has been widely applied in geodesy for estimating the gravity field of the Earth both locally and globally. Particularly, this is the standard geodetic method used to combine all the available data to get an integrated estimate of any functional of the anomalous potential T. The key point of the method is the definition of proper covariance functions of the data. Covariance function models have been proposed by many authors together with the related software. In this paper a new method for finding suitable covariance models has been devised. The covariance fitting problem is reduced to an optimization problem in Linear Programming and solved by using the Simplex Method. The procedure has been implemented in a FORTRAN95 software and has been tested on simulated and real data sets. These first tests proved that the proposed method is a reliable tool for estimating proper covariance function models to be used in the collocation procedureinfo:eu-repo/semantics/openAccessUniversidade Federal do ParanáBoletim de Ciências Geodésicas v.22 n.2 20162016-06-01info:eu-repo/semantics/articletext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1982-21702016000200342en10.1590/S1982-21702016000200019
institution SCIELO
collection OJS
country Brasil
countrycode BR
component Revista
access En linea
databasecode rev-scielo-br
tag revista
region America del Sur
libraryname SciELO
language English
format Digital
author Gaetani,Carlo Iapige De
Cazzaniga,Noemi Emanuela
Barzaghi,Riccardo
Reguzzoni,Mirko
Betti,Barbara
spellingShingle Gaetani,Carlo Iapige De
Cazzaniga,Noemi Emanuela
Barzaghi,Riccardo
Reguzzoni,Mirko
Betti,Barbara
COVARIANCE FUNCTION MODELLING IN LOCAL GEODETIC APPLICATIONS USING THE SIMPLEX METHOD
author_facet Gaetani,Carlo Iapige De
Cazzaniga,Noemi Emanuela
Barzaghi,Riccardo
Reguzzoni,Mirko
Betti,Barbara
author_sort Gaetani,Carlo Iapige De
title COVARIANCE FUNCTION MODELLING IN LOCAL GEODETIC APPLICATIONS USING THE SIMPLEX METHOD
title_short COVARIANCE FUNCTION MODELLING IN LOCAL GEODETIC APPLICATIONS USING THE SIMPLEX METHOD
title_full COVARIANCE FUNCTION MODELLING IN LOCAL GEODETIC APPLICATIONS USING THE SIMPLEX METHOD
title_fullStr COVARIANCE FUNCTION MODELLING IN LOCAL GEODETIC APPLICATIONS USING THE SIMPLEX METHOD
title_full_unstemmed COVARIANCE FUNCTION MODELLING IN LOCAL GEODETIC APPLICATIONS USING THE SIMPLEX METHOD
title_sort covariance function modelling in local geodetic applications using the simplex method
description Collocation has been widely applied in geodesy for estimating the gravity field of the Earth both locally and globally. Particularly, this is the standard geodetic method used to combine all the available data to get an integrated estimate of any functional of the anomalous potential T. The key point of the method is the definition of proper covariance functions of the data. Covariance function models have been proposed by many authors together with the related software. In this paper a new method for finding suitable covariance models has been devised. The covariance fitting problem is reduced to an optimization problem in Linear Programming and solved by using the Simplex Method. The procedure has been implemented in a FORTRAN95 software and has been tested on simulated and real data sets. These first tests proved that the proposed method is a reliable tool for estimating proper covariance function models to be used in the collocation procedure
publisher Universidade Federal do Paraná
publishDate 2016
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1982-21702016000200342
work_keys_str_mv AT gaetanicarloiapigede covariancefunctionmodellinginlocalgeodeticapplicationsusingthesimplexmethod
AT cazzaniganoemiemanuela covariancefunctionmodellinginlocalgeodeticapplicationsusingthesimplexmethod
AT barzaghiriccardo covariancefunctionmodellinginlocalgeodeticapplicationsusingthesimplexmethod
AT reguzzonimirko covariancefunctionmodellinginlocalgeodeticapplicationsusingthesimplexmethod
AT bettibarbara covariancefunctionmodellinginlocalgeodeticapplicationsusingthesimplexmethod
_version_ 1756435437264568320