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Multiscale estimation of GPS velocity fields

Tape, Carl and Musé, Pablo and Simons, Mark and Dong, Danan and Webb, Frank (2009) Multiscale estimation of GPS velocity fields. Geophysical Journal International, 179 (2). pp. 945-971. ISSN 0956-540X. http://resolver.caltech.edu/CaltechAUTHORS:20101129-142317669

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Abstract

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.


Item Type:Article
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1111/j.1365-246X.2009.04337.x DOIArticle
ORCID:
AuthorORCID
Tape, Carl0000-0003-2804-7137
Simons, Mark0000-0003-1412-6395
Additional Information:© 2009 The Authors. Journal compilation © 2009 RAS. Accepted 2009 July 11. Received 2009 July 10; in original form 2009 March 9. Article first published online: 25 Aug. 2009 We are grateful to John Haines, an anonymous reviewer, and editor John Beavan for comments that improved this manuscript. We thank Jean-Philippe Avouac for helpful discussions. We acknowledge the Southern California Integrated GPS Network and its sponsors, the W.M. Keck Foundation, NASA, NSF, USGS and SCEC, for providing data used in this study. This research was supported in part by the Gordon and Betty Moore Foundation. This is Caltech Tectonic Observatory Contribution 112.
Group:Caltech Tectonics Observatory
Funders:
Funding AgencyGrant Number
Gordon and Betty Moore Foundation UNSPECIFIED
Subject Keywords:Wavelet transform; Satellite geodesy; Seismic cycle; Transient deformation; Kinematics of crustal and mantle deformation
Other Numbering System:
Other Numbering System NameOther Numbering System ID
Caltech Tectonics Observatory112
Record Number:CaltechAUTHORS:20101129-142317669
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20101129-142317669
Official Citation:Tape, C., Musé, P., Simons, M., Dong, D. and Webb, F. (2009), Multiscale estimation of GPS velocity fields. Geophysical Journal International, 179: 945–971. doi: 10.1111/j.1365-246X.2009.04337.x
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:21046
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:29 Nov 2010 22:39
Last Modified:04 Apr 2019 21:16

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