Bayesian noise-reduction in Arabia/Somalia and Nubia/Arabia finite rotations since ~20 Ma: Implications for Nubia/Somalia relative motion

Knowledge of Nubia/Somalia relative motion since the Early Neogene is of particular importance in the Earth Sciences, because it (i) impacts on inferences on African dynamic topography; and (ii) allows us to link plate kinematics within the Indian realm with those within the Atlantic basin. The cont...

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Published in:Geochemistry, Geophysics, Geosystems
Main Authors: Iaffaldano, Giampiero, Hawkins, Rhys, Sambridge, Malcolm
Format: Article in Journal/Newspaper
Language:unknown
Published: American Geophysical Union
Subjects:
Online Access:http://hdl.handle.net/1885/70787
https://doi.org/10.1002/2013GC005089
https://openresearch-repository.anu.edu.au/bitstream/1885/70787/5/U3488905xPUB2416_2014.pdf.jpg
https://openresearch-repository.anu.edu.au/bitstream/1885/70787/7/01_Iaffaldano_Bayesian_noise-reduction_in_2014.pdf.jpg
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spelling ftanucanberra:oai:openresearch-repository.anu.edu.au:1885/70787 2024-01-14T10:00:32+01:00 Bayesian noise-reduction in Arabia/Somalia and Nubia/Arabia finite rotations since ~20 Ma: Implications for Nubia/Somalia relative motion Iaffaldano, Giampiero Hawkins, Rhys Sambridge, Malcolm http://hdl.handle.net/1885/70787 https://doi.org/10.1002/2013GC005089 https://openresearch-repository.anu.edu.au/bitstream/1885/70787/5/U3488905xPUB2416_2014.pdf.jpg https://openresearch-repository.anu.edu.au/bitstream/1885/70787/7/01_Iaffaldano_Bayesian_noise-reduction_in_2014.pdf.jpg unknown American Geophysical Union 1525-2027 http://hdl.handle.net/1885/70787 doi:10.1002/2013GC005089 https://openresearch-repository.anu.edu.au/bitstream/1885/70787/5/U3488905xPUB2416_2014.pdf.jpg https://openresearch-repository.anu.edu.au/bitstream/1885/70787/7/01_Iaffaldano_Bayesian_noise-reduction_in_2014.pdf.jpg Author/s retain copyright Geochemistry, Geophysics, Geosystems. G3 Journal article ftanucanberra https://doi.org/10.1002/2013GC005089 2023-12-15T09:33:49Z Knowledge of Nubia/Somalia relative motion since the Early Neogene is of particular importance in the Earth Sciences, because it (i) impacts on inferences on African dynamic topography; and (ii) allows us to link plate kinematics within the Indian realm with those within the Atlantic basin. The contemporary Nubia/Somalia motion is well known from geodetic observations. Precise estimates of the past-3.2-Myr average motion are also available from paleo-magnetic observations. However, little is known of the Nubia/Somalia motion prior to ∼3.2 Ma, chiefly because the Southwest Indian Ridge spread slowly, posing a challenge to precisely identify magnetic lineations. This also makes the few observations available particularly prone to noise. Here we reconstruct Nubia/Somalia relative motions since ∼20 Ma from the alternative plate-circuit Nubia-Arabia-Somalia. We resort to trans-dimensional hierarchical Bayesian Inference, which has proved effective in reducing finite-rotation noise, to unravel the Arabia/Somalia and Arabia/Nubia motions. We combine the resulting kinematics to reconstruct the Nubia/Somalia relative motion since ∼20 Ma. We verify the validity of the approach by comparing our reconstruction with the available record for the past ∼3.2 Myr, obtained through Antarctica. Results indicate that prior to ∼11 Ma the total motion between Nubia and Somalia was faster than today. Furthermore, it featured a significant strike-slip component along the Nubia/Somalia boundary. It is only since ∼11 Ma that Nubia diverges away from Somalia at slower rates, comparable to the present-day one. Kinematic changes of some 20% might have occurred in the period leading to the present-day, but plate-motion steadiness is also warranted within the uncertainties. Key Points Bayesian inference to reduce finite-rotation noise Reconstruction of Nubia/Somalia motion since ∼20 Ma Nubia/Somalia relative motion changed at ∼11 Ma Article in Journal/Newspaper Antarc* Antarctica Australian National University: ANU Digital Collections Indian Geochemistry, Geophysics, Geosystems 15 4 845 854
institution Open Polar
collection Australian National University: ANU Digital Collections
op_collection_id ftanucanberra
language unknown
description Knowledge of Nubia/Somalia relative motion since the Early Neogene is of particular importance in the Earth Sciences, because it (i) impacts on inferences on African dynamic topography; and (ii) allows us to link plate kinematics within the Indian realm with those within the Atlantic basin. The contemporary Nubia/Somalia motion is well known from geodetic observations. Precise estimates of the past-3.2-Myr average motion are also available from paleo-magnetic observations. However, little is known of the Nubia/Somalia motion prior to ∼3.2 Ma, chiefly because the Southwest Indian Ridge spread slowly, posing a challenge to precisely identify magnetic lineations. This also makes the few observations available particularly prone to noise. Here we reconstruct Nubia/Somalia relative motions since ∼20 Ma from the alternative plate-circuit Nubia-Arabia-Somalia. We resort to trans-dimensional hierarchical Bayesian Inference, which has proved effective in reducing finite-rotation noise, to unravel the Arabia/Somalia and Arabia/Nubia motions. We combine the resulting kinematics to reconstruct the Nubia/Somalia relative motion since ∼20 Ma. We verify the validity of the approach by comparing our reconstruction with the available record for the past ∼3.2 Myr, obtained through Antarctica. Results indicate that prior to ∼11 Ma the total motion between Nubia and Somalia was faster than today. Furthermore, it featured a significant strike-slip component along the Nubia/Somalia boundary. It is only since ∼11 Ma that Nubia diverges away from Somalia at slower rates, comparable to the present-day one. Kinematic changes of some 20% might have occurred in the period leading to the present-day, but plate-motion steadiness is also warranted within the uncertainties. Key Points Bayesian inference to reduce finite-rotation noise Reconstruction of Nubia/Somalia motion since ∼20 Ma Nubia/Somalia relative motion changed at ∼11 Ma
format Article in Journal/Newspaper
author Iaffaldano, Giampiero
Hawkins, Rhys
Sambridge, Malcolm
spellingShingle Iaffaldano, Giampiero
Hawkins, Rhys
Sambridge, Malcolm
Bayesian noise-reduction in Arabia/Somalia and Nubia/Arabia finite rotations since ~20 Ma: Implications for Nubia/Somalia relative motion
author_facet Iaffaldano, Giampiero
Hawkins, Rhys
Sambridge, Malcolm
author_sort Iaffaldano, Giampiero
title Bayesian noise-reduction in Arabia/Somalia and Nubia/Arabia finite rotations since ~20 Ma: Implications for Nubia/Somalia relative motion
title_short Bayesian noise-reduction in Arabia/Somalia and Nubia/Arabia finite rotations since ~20 Ma: Implications for Nubia/Somalia relative motion
title_full Bayesian noise-reduction in Arabia/Somalia and Nubia/Arabia finite rotations since ~20 Ma: Implications for Nubia/Somalia relative motion
title_fullStr Bayesian noise-reduction in Arabia/Somalia and Nubia/Arabia finite rotations since ~20 Ma: Implications for Nubia/Somalia relative motion
title_full_unstemmed Bayesian noise-reduction in Arabia/Somalia and Nubia/Arabia finite rotations since ~20 Ma: Implications for Nubia/Somalia relative motion
title_sort bayesian noise-reduction in arabia/somalia and nubia/arabia finite rotations since ~20 ma: implications for nubia/somalia relative motion
publisher American Geophysical Union
url http://hdl.handle.net/1885/70787
https://doi.org/10.1002/2013GC005089
https://openresearch-repository.anu.edu.au/bitstream/1885/70787/5/U3488905xPUB2416_2014.pdf.jpg
https://openresearch-repository.anu.edu.au/bitstream/1885/70787/7/01_Iaffaldano_Bayesian_noise-reduction_in_2014.pdf.jpg
geographic Indian
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op_source Geochemistry, Geophysics, Geosystems. G3
op_relation 1525-2027
http://hdl.handle.net/1885/70787
doi:10.1002/2013GC005089
https://openresearch-repository.anu.edu.au/bitstream/1885/70787/5/U3488905xPUB2416_2014.pdf.jpg
https://openresearch-repository.anu.edu.au/bitstream/1885/70787/7/01_Iaffaldano_Bayesian_noise-reduction_in_2014.pdf.jpg
op_rights Author/s retain copyright
op_doi https://doi.org/10.1002/2013GC005089
container_title Geochemistry, Geophysics, Geosystems
container_volume 15
container_issue 4
container_start_page 845
op_container_end_page 854
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