Mantle viscosity beneath the Hudson Bay: an inversion based on the Metropolis algorithm

[1] We revisit the problem of inferring mantle viscosity from postglacial relative sea level (RSL) data across the Hudson Bay. We invert a recently revised data set using the Metropolis algorithm together with an annealing schedule: this method, which is well established in geophysics, is applied he...

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Published in:Journal of Geophysical Research: Solid Earth
Main Authors: CIANETTI S., GIUNCHI C., SPADA, GIORGIO
Format: Article in Journal/Newspaper
Language:English
Published: 2002
Subjects:
Online Access:http://hdl.handle.net/11585/772255
https://doi.org/10.1029/2001JB000585
http://onlinelibrary.wiley.com/doi/10.1029/2001JB000585/full
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spelling ftunibolognairis:oai:cris.unibo.it:11585/772255 2024-02-11T10:04:35+01:00 Mantle viscosity beneath the Hudson Bay: an inversion based on the Metropolis algorithm CIANETTI S. GIUNCHI C. SPADA, GIORGIO CIANETTI S. GIUNCHI C. SPADA, GIORGIO 2002 STAMPA http://hdl.handle.net/11585/772255 https://doi.org/10.1029/2001JB000585 http://onlinelibrary.wiley.com/doi/10.1029/2001JB000585/full eng eng info:eu-repo/semantics/altIdentifier/wos/WOS:000181224400001 volume:107 issue:B12 firstpage:2352 lastpage:2352 numberofpages:1 journal:JOURNAL OF GEOPHYSICAL RESEARCH http://hdl.handle.net/11585/772255 doi:10.1029/2001JB000585 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-0038741977 http://onlinelibrary.wiley.com/doi/10.1029/2001JB000585/full INDEX TERMS: 1213 Geodesy and Gravity: Earth’s interior—dynamics (8115 8120) 8120 Tectonophysics: Dynamics of lithosphere and mantle—general 8162 Tectonophysics: Evolution of the Earth: Rheology—mantle KEYWORDS: Postglacial rebound mantle viscosity simulated annealing info:eu-repo/semantics/article 2002 ftunibolognairis https://doi.org/10.1029/2001JB000585 2024-01-24T17:56:52Z [1] We revisit the problem of inferring mantle viscosity from postglacial relative sea level (RSL) data across the Hudson Bay. We invert a recently revised data set using the Metropolis algorithm together with an annealing schedule: this method, which is well established in geophysics, is applied here for the first time to the glacial isostatic adjustment problem. The Metropolis algorithm performs a search, which is not limited to downhill moves in the model space and thus is less influenced by local minima of the misfit than traditional inverse approaches. Furthermore, its CPU requirements are far superior to Monte Carlo methods. The major drawbacks include slow convergence and the need for careful tuning of crucial variables such as the temperature schedule and the increment in the model space. When all the Hudson Bay RSL data are considered, and the viscosity of the upper mantle above the 670 km discontinuity is inverted, the best fitting solution is characterized by a viscosity close to 2 1020 Pa s. However, when the shallow upper mantle and transition zone viscosity are separately inverted, other less traditional solutions with a more complex viscosity structure are found to be equally possible. A stable feature is the lower mantle viscosity, which is generally found to be close to the value of 1021 Pa s in all of the stochastic inversions we have performed. The solutions agree with previous findings concerning both postglacial rebound observables and global geodynamics signatures. Article in Journal/Newspaper Hudson Bay IRIS Università degli Studi di Bologna (CRIS - Current Research Information System) Hudson Hudson Bay Journal of Geophysical Research: Solid Earth 107 B12 ETG 12-1 ETG 12-15
institution Open Polar
collection IRIS Università degli Studi di Bologna (CRIS - Current Research Information System)
op_collection_id ftunibolognairis
language English
topic INDEX TERMS: 1213 Geodesy and Gravity: Earth’s interior—dynamics (8115
8120)
8120 Tectonophysics: Dynamics of lithosphere and mantle—general
8162 Tectonophysics: Evolution of the Earth: Rheology—mantle
KEYWORDS: Postglacial rebound
mantle viscosity
simulated annealing
spellingShingle INDEX TERMS: 1213 Geodesy and Gravity: Earth’s interior—dynamics (8115
8120)
8120 Tectonophysics: Dynamics of lithosphere and mantle—general
8162 Tectonophysics: Evolution of the Earth: Rheology—mantle
KEYWORDS: Postglacial rebound
mantle viscosity
simulated annealing
CIANETTI S.
GIUNCHI C.
SPADA, GIORGIO
Mantle viscosity beneath the Hudson Bay: an inversion based on the Metropolis algorithm
topic_facet INDEX TERMS: 1213 Geodesy and Gravity: Earth’s interior—dynamics (8115
8120)
8120 Tectonophysics: Dynamics of lithosphere and mantle—general
8162 Tectonophysics: Evolution of the Earth: Rheology—mantle
KEYWORDS: Postglacial rebound
mantle viscosity
simulated annealing
description [1] We revisit the problem of inferring mantle viscosity from postglacial relative sea level (RSL) data across the Hudson Bay. We invert a recently revised data set using the Metropolis algorithm together with an annealing schedule: this method, which is well established in geophysics, is applied here for the first time to the glacial isostatic adjustment problem. The Metropolis algorithm performs a search, which is not limited to downhill moves in the model space and thus is less influenced by local minima of the misfit than traditional inverse approaches. Furthermore, its CPU requirements are far superior to Monte Carlo methods. The major drawbacks include slow convergence and the need for careful tuning of crucial variables such as the temperature schedule and the increment in the model space. When all the Hudson Bay RSL data are considered, and the viscosity of the upper mantle above the 670 km discontinuity is inverted, the best fitting solution is characterized by a viscosity close to 2 1020 Pa s. However, when the shallow upper mantle and transition zone viscosity are separately inverted, other less traditional solutions with a more complex viscosity structure are found to be equally possible. A stable feature is the lower mantle viscosity, which is generally found to be close to the value of 1021 Pa s in all of the stochastic inversions we have performed. The solutions agree with previous findings concerning both postglacial rebound observables and global geodynamics signatures.
author2 CIANETTI S.
GIUNCHI C.
SPADA, GIORGIO
format Article in Journal/Newspaper
author CIANETTI S.
GIUNCHI C.
SPADA, GIORGIO
author_facet CIANETTI S.
GIUNCHI C.
SPADA, GIORGIO
author_sort CIANETTI S.
title Mantle viscosity beneath the Hudson Bay: an inversion based on the Metropolis algorithm
title_short Mantle viscosity beneath the Hudson Bay: an inversion based on the Metropolis algorithm
title_full Mantle viscosity beneath the Hudson Bay: an inversion based on the Metropolis algorithm
title_fullStr Mantle viscosity beneath the Hudson Bay: an inversion based on the Metropolis algorithm
title_full_unstemmed Mantle viscosity beneath the Hudson Bay: an inversion based on the Metropolis algorithm
title_sort mantle viscosity beneath the hudson bay: an inversion based on the metropolis algorithm
publishDate 2002
url http://hdl.handle.net/11585/772255
https://doi.org/10.1029/2001JB000585
http://onlinelibrary.wiley.com/doi/10.1029/2001JB000585/full
geographic Hudson
Hudson Bay
geographic_facet Hudson
Hudson Bay
genre Hudson Bay
genre_facet Hudson Bay
op_relation info:eu-repo/semantics/altIdentifier/wos/WOS:000181224400001
volume:107
issue:B12
firstpage:2352
lastpage:2352
numberofpages:1
journal:JOURNAL OF GEOPHYSICAL RESEARCH
http://hdl.handle.net/11585/772255
doi:10.1029/2001JB000585
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-0038741977
http://onlinelibrary.wiley.com/doi/10.1029/2001JB000585/full
op_doi https://doi.org/10.1029/2001JB000585
container_title Journal of Geophysical Research: Solid Earth
container_volume 107
container_issue B12
container_start_page ETG 12-1
op_container_end_page ETG 12-15
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