Improving the relationship between reference frames by using the Thin-Plate Spline modelling

Detalhes bibliográficos
Autor(a) principal: Magna, João Paulo
Data de Publicação: 2012
Outros Autores: De Oliveira Camargo, Paulo [UNESP], Galo, Maurício [UNESP]
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://hdl.handle.net/11449/228172
Resumo: The adoption of new geodetic reference systems and/or the availability of new reference frames occur, mainly, by the availability of new data sets. For the use of products in different reference frames, methods are necessary to transform the coordinates and modelling the distortions that compromise the transformation. In this paper a method is presented for three-dimensional coordinates transformation with modeling of distortions based on Thin-Plate Splines (TPS) mapping functions. Experiments were performed with real data of SAD 69 (South American Datum - 69) stations in the realization of 1996 (SAD69/96) and its homologous coordinates in SIRGAS2000. In the control points, the values of the root mean square error (RMSE) of the discrepancies in latitude and longitude, respectively, were 0.9 mm and 0.6 mm, and in the check points of 7.8 cm and 6.7 cm. By using distinct points of the network, the comparison of direct and inverse transformation results in the standard deviation were of 0.5 mm in latitude and 0.3 mm in longitude. In the comparison between the TPS model and the ProGriD, the statistical indicators were reduced by 97% (average), indicating that the proposed method is promising.
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spelling Improving the relationship between reference frames by using the Thin-Plate Spline modellingCoordinate transformationDistortion modellingReference systemsThin-Plate SplinesThe adoption of new geodetic reference systems and/or the availability of new reference frames occur, mainly, by the availability of new data sets. For the use of products in different reference frames, methods are necessary to transform the coordinates and modelling the distortions that compromise the transformation. In this paper a method is presented for three-dimensional coordinates transformation with modeling of distortions based on Thin-Plate Splines (TPS) mapping functions. Experiments were performed with real data of SAD 69 (South American Datum - 69) stations in the realization of 1996 (SAD69/96) and its homologous coordinates in SIRGAS2000. In the control points, the values of the root mean square error (RMSE) of the discrepancies in latitude and longitude, respectively, were 0.9 mm and 0.6 mm, and in the check points of 7.8 cm and 6.7 cm. By using distinct points of the network, the comparison of direct and inverse transformation results in the standard deviation were of 0.5 mm in latitude and 0.3 mm in longitude. In the comparison between the TPS model and the ProGriD, the statistical indicators were reduced by 97% (average), indicating that the proposed method is promising.Federal Institute on Education Science and Technology of GoiásSão Paulo State University Department of CartographySão Paulo State University Department of CartographyScience and Technology of GoiásUniversidade Estadual Paulista (UNESP)Magna, João PauloDe Oliveira Camargo, Paulo [UNESP]Galo, Maurício [UNESP]2022-04-29T07:43:53Z2022-04-29T07:43:53Z2012-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject181-186Accuracy 2012 - Proceedings of the 10th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, p. 181-186.http://hdl.handle.net/11449/2281722-s2.0-84975763587Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengAccuracy 2012 - Proceedings of the 10th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciencesinfo:eu-repo/semantics/openAccess2024-06-18T15:02:40Zoai:repositorio.unesp.br:11449/228172Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T20:37:26.830295Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Improving the relationship between reference frames by using the Thin-Plate Spline modelling
title Improving the relationship between reference frames by using the Thin-Plate Spline modelling
spellingShingle Improving the relationship between reference frames by using the Thin-Plate Spline modelling
Magna, João Paulo
Coordinate transformation
Distortion modelling
Reference systems
Thin-Plate Splines
title_short Improving the relationship between reference frames by using the Thin-Plate Spline modelling
title_full Improving the relationship between reference frames by using the Thin-Plate Spline modelling
title_fullStr Improving the relationship between reference frames by using the Thin-Plate Spline modelling
title_full_unstemmed Improving the relationship between reference frames by using the Thin-Plate Spline modelling
title_sort Improving the relationship between reference frames by using the Thin-Plate Spline modelling
author Magna, João Paulo
author_facet Magna, João Paulo
De Oliveira Camargo, Paulo [UNESP]
Galo, Maurício [UNESP]
author_role author
author2 De Oliveira Camargo, Paulo [UNESP]
Galo, Maurício [UNESP]
author2_role author
author
dc.contributor.none.fl_str_mv Science and Technology of Goiás
Universidade Estadual Paulista (UNESP)
dc.contributor.author.fl_str_mv Magna, João Paulo
De Oliveira Camargo, Paulo [UNESP]
Galo, Maurício [UNESP]
dc.subject.por.fl_str_mv Coordinate transformation
Distortion modelling
Reference systems
Thin-Plate Splines
topic Coordinate transformation
Distortion modelling
Reference systems
Thin-Plate Splines
description The adoption of new geodetic reference systems and/or the availability of new reference frames occur, mainly, by the availability of new data sets. For the use of products in different reference frames, methods are necessary to transform the coordinates and modelling the distortions that compromise the transformation. In this paper a method is presented for three-dimensional coordinates transformation with modeling of distortions based on Thin-Plate Splines (TPS) mapping functions. Experiments were performed with real data of SAD 69 (South American Datum - 69) stations in the realization of 1996 (SAD69/96) and its homologous coordinates in SIRGAS2000. In the control points, the values of the root mean square error (RMSE) of the discrepancies in latitude and longitude, respectively, were 0.9 mm and 0.6 mm, and in the check points of 7.8 cm and 6.7 cm. By using distinct points of the network, the comparison of direct and inverse transformation results in the standard deviation were of 0.5 mm in latitude and 0.3 mm in longitude. In the comparison between the TPS model and the ProGriD, the statistical indicators were reduced by 97% (average), indicating that the proposed method is promising.
publishDate 2012
dc.date.none.fl_str_mv 2012-01-01
2022-04-29T07:43:53Z
2022-04-29T07:43:53Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv Accuracy 2012 - Proceedings of the 10th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, p. 181-186.
http://hdl.handle.net/11449/228172
2-s2.0-84975763587
identifier_str_mv Accuracy 2012 - Proceedings of the 10th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, p. 181-186.
2-s2.0-84975763587
url http://hdl.handle.net/11449/228172
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Accuracy 2012 - Proceedings of the 10th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 181-186
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
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