Multiscale estimation of GPS velocity fields
Resumen:
We present a spherical wavelet-based multiscale approach for estimating a spatial velocity field on the sphere from a set of irregularly spaced geodetic displacement observations. Because the adopted spherical wavelets are analytically differentiable, spatial gradient tensor quantities such as dilatation rate, strain rate and rotation rate can be directly computed using the same coefficients. In a series of synthetic and real examples,we illustrate the benefit of themultiscale approach, in particular, the inherent ability of the method to localize a given deformation field in space and scale as well as to detect outliers in the set of observations. This approach has the added benefit of being able to locally match the smallest resolved process to the local spatial density of observations, thereby both maximizing the amount of derived information while also allowing the comparison of derived quantities at the same scale but in different regions.We also consider the vertical component of the velocity field in our synthetic and real examples, showing that in some cases the spatial gradients of the vertical velocity field may constitute a significant part of the deformation. This formulation may be easily applied either regionally or globally and is ideally suited as the spatial parametrization used in any automatic time-dependent geodetic transient detector. Key words : Wavelet transform, Satellite geodesy, Seismic cycle, Transient deformation, Kinematics of crustal and mantle deformation.
nbsp,
2009 | |
Wavelet transform Satellite geodesy Seismic cycle Transient deformation Kinematics of crustal and mantle deformation |
|
Inglés | |
Universidad de la República | |
COLIBRI | |
https://hdl.handle.net/20.500.12008/38686 | |
Acceso abierto | |
Licencia Creative Commons Atribución (CC – By 4.0) |
_version_ | 1807522934315548672 |
---|---|
author | Tape, Carl |
author2 | Musé, Pablo Simons, Mark Dong, Danan Webb, Frank |
author2_role | author author author author |
author_facet | Tape, Carl Musé, Pablo Simons, Mark Dong, Danan Webb, Frank |
author_role | author |
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bitstream.url.fl_str_mv | http://localhost:8080/xmlui/bitstream/20.500.12008/38686/5/license.txt http://localhost:8080/xmlui/bitstream/20.500.12008/38686/2/license_text http://localhost:8080/xmlui/bitstream/20.500.12008/38686/3/license_url http://localhost:8080/xmlui/bitstream/20.500.12008/38686/4/license_rdf http://localhost:8080/xmlui/bitstream/20.500.12008/38686/1/TMSDW09.pdf |
collection | COLIBRI |
dc.creator.none.fl_str_mv | Tape, Carl Musé, Pablo Simons, Mark Dong, Danan Webb, Frank |
dc.date.accessioned.none.fl_str_mv | 2023-08-01T20:33:20Z |
dc.date.available.none.fl_str_mv | 2023-08-01T20:33:20Z |
dc.date.issued.es.fl_str_mv | 2009 |
dc.date.submitted.es.fl_str_mv | 20230801 |
dc.description.abstract.none.fl_txt_mv | We present a spherical wavelet-based multiscale approach for estimating a spatial velocity field on the sphere from a set of irregularly spaced geodetic displacement observations. Because the adopted spherical wavelets are analytically differentiable, spatial gradient tensor quantities such as dilatation rate, strain rate and rotation rate can be directly computed using the same coefficients. In a series of synthetic and real examples,we illustrate the benefit of themultiscale approach, in particular, the inherent ability of the method to localize a given deformation field in space and scale as well as to detect outliers in the set of observations. This approach has the added benefit of being able to locally match the smallest resolved process to the local spatial density of observations, thereby both maximizing the amount of derived information while also allowing the comparison of derived quantities at the same scale but in different regions.We also consider the vertical component of the velocity field in our synthetic and real examples, showing that in some cases the spatial gradients of the vertical velocity field may constitute a significant part of the deformation. This formulation may be easily applied either regionally or globally and is ideally suited as the spatial parametrization used in any automatic time-dependent geodetic transient detector. Key words : Wavelet transform, Satellite geodesy, Seismic cycle, Transient deformation, Kinematics of crustal and mantle deformation. nbsp, |
dc.identifier.citation.es.fl_str_mv | Tape, C, Musé, P, Simons, M, Dong, D, Webb, F . “Multiscale estimation of GPS velocity fields”. Geophysical Journal International, 2009, v. 179, no. 2. doi: https://doi.org/10.1111/j.1365-246X.2009.04337.x |
dc.identifier.doi.es.fl_str_mv | doi: https://doi.org/10.1111/j.1365-246X.2009.04337.x |
dc.identifier.uri.none.fl_str_mv | https://hdl.handle.net/20.500.12008/38686 |
dc.language.iso.none.fl_str_mv | en eng |
dc.publisher.es.fl_str_mv | Oxford University Press |
dc.relation.ispartof.es.fl_str_mv | Geophysical Journal International, 2009, v. 179, no. 2 |
dc.rights.license.none.fl_str_mv | Licencia Creative Commons Atribución (CC – By 4.0) |
dc.rights.none.fl_str_mv | info:eu-repo/semantics/openAccess |
dc.source.none.fl_str_mv | reponame:COLIBRI instname:Universidad de la República instacron:Universidad de la República |
dc.subject.es.fl_str_mv | Wavelet transform Satellite geodesy Seismic cycle Transient deformation Kinematics of crustal and mantle deformation |
dc.title.none.fl_str_mv | Multiscale estimation of GPS velocity fields |
dc.type.es.fl_str_mv | Artículo |
dc.type.none.fl_str_mv | info:eu-repo/semantics/article |
dc.type.version.none.fl_str_mv | info:eu-repo/semantics/publishedVersion |
description | We present a spherical wavelet-based multiscale approach for estimating a spatial velocity field on the sphere from a set of irregularly spaced geodetic displacement observations. Because the adopted spherical wavelets are analytically differentiable, spatial gradient tensor quantities such as dilatation rate, strain rate and rotation rate can be directly computed using the same coefficients. In a series of synthetic and real examples,we illustrate the benefit of themultiscale approach, in particular, the inherent ability of the method to localize a given deformation field in space and scale as well as to detect outliers in the set of observations. This approach has the added benefit of being able to locally match the smallest resolved process to the local spatial density of observations, thereby both maximizing the amount of derived information while also allowing the comparison of derived quantities at the same scale but in different regions.We also consider the vertical component of the velocity field in our synthetic and real examples, showing that in some cases the spatial gradients of the vertical velocity field may constitute a significant part of the deformation. This formulation may be easily applied either regionally or globally and is ideally suited as the spatial parametrization used in any automatic time-dependent geodetic transient detector. Key words : Wavelet transform, Satellite geodesy, Seismic cycle, Transient deformation, Kinematics of crustal and mantle deformation. |
eu_rights_str_mv | openAccess |
format | article |
id | COLIBRI_f71623ce37a862dd44dc854bfed2a68e |
identifier_str_mv | Tape, C, Musé, P, Simons, M, Dong, D, Webb, F . “Multiscale estimation of GPS velocity fields”. Geophysical Journal International, 2009, v. 179, no. 2. doi: https://doi.org/10.1111/j.1365-246X.2009.04337.x doi: https://doi.org/10.1111/j.1365-246X.2009.04337.x |
instacron_str | Universidad de la República |
institution | Universidad de la República |
instname_str | Universidad de la República |
language | eng |
language_invalid_str_mv | en |
network_acronym_str | COLIBRI |
network_name_str | COLIBRI |
oai_identifier_str | oai:colibri.udelar.edu.uy:20.500.12008/38686 |
publishDate | 2009 |
reponame_str | COLIBRI |
repository.mail.fl_str_mv | mabel.seroubian@seciu.edu.uy |
repository.name.fl_str_mv | COLIBRI - Universidad de la República |
repository_id_str | 4771 |
rights_invalid_str_mv | Licencia Creative Commons Atribución (CC – By 4.0) |
spelling | 2023-08-01T20:33:20Z2023-08-01T20:33:20Z200920230801Tape, C, Musé, P, Simons, M, Dong, D, Webb, F . “Multiscale estimation of GPS velocity fields”. Geophysical Journal International, 2009, v. 179, no. 2. doi: https://doi.org/10.1111/j.1365-246X.2009.04337.xhttps://hdl.handle.net/20.500.12008/38686doi: https://doi.org/10.1111/j.1365-246X.2009.04337.xWe present a spherical wavelet-based multiscale approach for estimating a spatial velocity field on the sphere from a set of irregularly spaced geodetic displacement observations. Because the adopted spherical wavelets are analytically differentiable, spatial gradient tensor quantities such as dilatation rate, strain rate and rotation rate can be directly computed using the same coefficients. In a series of synthetic and real examples,we illustrate the benefit of themultiscale approach, in particular, the inherent ability of the method to localize a given deformation field in space and scale as well as to detect outliers in the set of observations. This approach has the added benefit of being able to locally match the smallest resolved process to the local spatial density of observations, thereby both maximizing the amount of derived information while also allowing the comparison of derived quantities at the same scale but in different regions.We also consider the vertical component of the velocity field in our synthetic and real examples, showing that in some cases the spatial gradients of the vertical velocity field may constitute a significant part of the deformation. This formulation may be easily applied either regionally or globally and is ideally suited as the spatial parametrization used in any automatic time-dependent geodetic transient detector. Key words : Wavelet transform, Satellite geodesy, Seismic cycle, Transient deformation, Kinematics of crustal and mantle deformation.nbsp,Made available in DSpace on 2023-08-01T20:33:20Z (GMT). No. of bitstreams: 5 TMSDW09.pdf: 3670607 bytes, checksum: 9c6e7a8a3a264457d103f5420458d069 (MD5) license_text: 21936 bytes, checksum: 9833653f73f7853880c94a6fead477b1 (MD5) license_url: 49 bytes, checksum: 4afdbb8c545fd630ea7db775da747b2f (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) license.txt: 4194 bytes, checksum: 7f2e2c17ef6585de66da58d1bfa8b5e1 (MD5) Previous issue date: 2009enengOxford University PressGeophysical Journal International, 2009, v. 179, no. 2Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad De La República. (Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución (CC – By 4.0)Wavelet transformSatellite geodesySeismic cycleTransient deformationKinematics of crustal and mantle deformationMultiscale estimation of GPS velocity fieldsArtículoinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaTape, CarlMusé, PabloSimons, MarkDong, DananWebb, FrankProcesamiento de SeñalesTratamiento de 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- Universidad de la Repúblicafalse |
spellingShingle | Multiscale estimation of GPS velocity fields Tape, Carl Wavelet transform Satellite geodesy Seismic cycle Transient deformation Kinematics of crustal and mantle deformation |
status_str | publishedVersion |
title | Multiscale estimation of GPS velocity fields |
title_full | Multiscale estimation of GPS velocity fields |
title_fullStr | Multiscale estimation of GPS velocity fields |
title_full_unstemmed | Multiscale estimation of GPS velocity fields |
title_short | Multiscale estimation of GPS velocity fields |
title_sort | Multiscale estimation of GPS velocity fields |
topic | Wavelet transform Satellite geodesy Seismic cycle Transient deformation Kinematics of crustal and mantle deformation |
url | https://hdl.handle.net/20.500.12008/38686 |