Adaptation of the torus and Rosborough approach to radial base functions

The most common approach for the processing of data of gravity field satellite missions is the so-called time-wise approach. In this approach satellite data are considered as a time series and processed by a standard least-squares approach. This approach has a very strong flexibility but it is compu...

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Published in:Studia Geophysica et Geodaetica
Main Authors: Keller, Wolfgang, You, Rey-Jer
Format: Article in Journal/Newspaper
Language:unknown
Subjects:
Online Access:https://kramerius.lib.cas.cz/view/uuid:17896992-7fe0-461b-baa7-61eebfd4d8f2
https://doi.org/10.1007/s11200-013-0157-7
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author Keller, Wolfgang
You, Rey-Jer
author_facet Keller, Wolfgang
You, Rey-Jer
author_sort Keller, Wolfgang
collection Czech Academy of Sciences: dKNAV
container_issue 2
container_start_page 249
container_title Studia Geophysica et Geodaetica
container_volume 58
description The most common approach for the processing of data of gravity field satellite missions is the so-called time-wise approach. In this approach satellite data are considered as a time series and processed by a standard least-squares approach. This approach has a very strong flexibility but it is computationally very demanding. To improve the computational efficiency and numerical stability, the so-called torus and Rosborough approaches have been developed. So far, these approaches have been applied only for global gravity field determinations, based on spherical harmonics as basis functions. For regional applications basis functions with a local support are superior to spherical harmonics, because they provide the same approximation quality with much less parameters. So far, torus and Rosborough approach have been developed for spherical harmonics only. Therefore, the paper aims at the development and testing of the torus and Rosborough approach for regional gravity field improvements, based on radial basis functions as basis functions. The developed regional Rosborough approach is tested against a changing gravity field produced by simulated ice-mass changes over Greenland. With only 350 parameters a recovery of the simulated mass changes with a relative accuracy of 5% is possible. Wolfgang Keller, Rey-Jer You. Obsahuje seznam literatury
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spelling ftczechacademysc:oai:kramerius.lib.cas.cz:uuid:17896992-7fe0-461b-baa7-61eebfd4d8f2 2025-01-16T22:12:38+00:00 Adaptation of the torus and Rosborough approach to radial base functions Keller, Wolfgang You, Rey-Jer print https://kramerius.lib.cas.cz/view/uuid:17896992-7fe0-461b-baa7-61eebfd4d8f2 https://doi.org/10.1007/s11200-013-0157-7 unknown https://kramerius.lib.cas.cz/view/uuid:17896992-7fe0-461b-baa7-61eebfd4d8f2 doi:https://doi.org/10.1007/s11200-013-0157-7 policy:private geofyzika geophysics GOCE mission torus approach Rosborough approach radial basis functions spherical wavelets 7 550 model:article ftczechacademysc https://doi.org/10.1007/s11200-013-0157-7 2024-02-19T22:57:32Z The most common approach for the processing of data of gravity field satellite missions is the so-called time-wise approach. In this approach satellite data are considered as a time series and processed by a standard least-squares approach. This approach has a very strong flexibility but it is computationally very demanding. To improve the computational efficiency and numerical stability, the so-called torus and Rosborough approaches have been developed. So far, these approaches have been applied only for global gravity field determinations, based on spherical harmonics as basis functions. For regional applications basis functions with a local support are superior to spherical harmonics, because they provide the same approximation quality with much less parameters. So far, torus and Rosborough approach have been developed for spherical harmonics only. Therefore, the paper aims at the development and testing of the torus and Rosborough approach for regional gravity field improvements, based on radial basis functions as basis functions. The developed regional Rosborough approach is tested against a changing gravity field produced by simulated ice-mass changes over Greenland. With only 350 parameters a recovery of the simulated mass changes with a relative accuracy of 5% is possible. Wolfgang Keller, Rey-Jer You. Obsahuje seznam literatury Article in Journal/Newspaper Greenland Czech Academy of Sciences: dKNAV Greenland Keller ENVELOPE(-58.406,-58.406,-62.073,-62.073) Studia Geophysica et Geodaetica 58 2 249 268
spellingShingle geofyzika
geophysics
GOCE mission
torus approach
Rosborough approach
radial basis functions
spherical wavelets
7
550
Keller, Wolfgang
You, Rey-Jer
Adaptation of the torus and Rosborough approach to radial base functions
title Adaptation of the torus and Rosborough approach to radial base functions
title_full Adaptation of the torus and Rosborough approach to radial base functions
title_fullStr Adaptation of the torus and Rosborough approach to radial base functions
title_full_unstemmed Adaptation of the torus and Rosborough approach to radial base functions
title_short Adaptation of the torus and Rosborough approach to radial base functions
title_sort adaptation of the torus and rosborough approach to radial base functions
topic geofyzika
geophysics
GOCE mission
torus approach
Rosborough approach
radial basis functions
spherical wavelets
7
550
topic_facet geofyzika
geophysics
GOCE mission
torus approach
Rosborough approach
radial basis functions
spherical wavelets
7
550
url https://kramerius.lib.cas.cz/view/uuid:17896992-7fe0-461b-baa7-61eebfd4d8f2
https://doi.org/10.1007/s11200-013-0157-7