Characterisation of subglacial water using a constrained transdimensional Bayesian transient electromagnetic inversion

Subglacial water modulates glacier-bed friction and therefore is of fundamental importance when characterising the dynamics of ice masses. The state of subglacial pore water, whether liquid or frozen, is associated with differences in electrical resistivity that span several orders of magnitude; hen...

Full description

Bibliographic Details
Published in:Solid Earth
Main Authors: Killingbeck, S. F., Booth, A. D., Livermore, P. W., Bates, C. R., West, L. J.
Format: Article in Journal/Newspaper
Language:English
Published: 2020
Subjects:
Ice
Online Access:https://research-portal.st-andrews.ac.uk/en/researchoutput/characterisation-of-subglacial-water-using-a-constrained-transdimensional-bayesian-transient-electromagnetic-inversion(e4012ca9-800f-4311-bd50-89892c2552bb).html
https://doi.org/10.5194/se-11-75-2020
https://research-repository.st-andrews.ac.uk/bitstream/10023/19347/1/Killingbeck_2020_SE_Subglacialwater_CC.pdf
id ftunstandrewcris:oai:research-portal.st-andrews.ac.uk:publications/e4012ca9-800f-4311-bd50-89892c2552bb
record_format openpolar
spelling ftunstandrewcris:oai:research-portal.st-andrews.ac.uk:publications/e4012ca9-800f-4311-bd50-89892c2552bb 2024-06-23T07:53:40+00:00 Characterisation of subglacial water using a constrained transdimensional Bayesian transient electromagnetic inversion Killingbeck, S. F. Booth, A. D. Livermore, P. W. Bates, C. R. West, L. J. 2020-01-17 application/pdf https://research-portal.st-andrews.ac.uk/en/researchoutput/characterisation-of-subglacial-water-using-a-constrained-transdimensional-bayesian-transient-electromagnetic-inversion(e4012ca9-800f-4311-bd50-89892c2552bb).html https://doi.org/10.5194/se-11-75-2020 https://research-repository.st-andrews.ac.uk/bitstream/10023/19347/1/Killingbeck_2020_SE_Subglacialwater_CC.pdf eng eng https://research-portal.st-andrews.ac.uk/en/researchoutput/characterisation-of-subglacial-water-using-a-constrained-transdimensional-bayesian-transient-electromagnetic-inversion(e4012ca9-800f-4311-bd50-89892c2552bb).html info:eu-repo/semantics/openAccess Killingbeck , S F , Booth , A D , Livermore , P W , Bates , C R & West , L J 2020 , ' Characterisation of subglacial water using a constrained transdimensional Bayesian transient electromagnetic inversion ' , Solid Earth , vol. 11 , pp. 75-94 . https://doi.org/10.5194/se-11-75-2020 article 2020 ftunstandrewcris https://doi.org/10.5194/se-11-75-2020 2024-06-13T01:09:41Z Subglacial water modulates glacier-bed friction and therefore is of fundamental importance when characterising the dynamics of ice masses. The state of subglacial pore water, whether liquid or frozen, is associated with differences in electrical resistivity that span several orders of magnitude; hence, liquid water can be inferred from electrical resistivity depth profiles. Such profiles can be obtained from inversions of transient (time-domain) electromagnetic (TEM) soundings, but these are often non-unique. Here, we adapt an existing Bayesian transdimensional algorithm (Multimodal Layered Transdimensional Inversion – MuLTI) to the inversion of TEM data using independent depth constraints to provide statistical properties and uncertainty analysis of the resistivity profile with depth. The method was applied to ground-based TEM data acquired on the terminus of the Norwegian glacier, Midtdalsbreen, with depth constraints provided by co-located ground-penetrating radar data. Our inversion shows that the glacier bed is directly underlain by material of resistivity 10 2 Ωm ± 1000 %, with thickness 5–40 m, in turn underlain by a highly conductive basement (10 0 Ωm ± 15 %). High-resistivity material, 5×10 4 Ωm ± 25 %, exists at the front of the glacier. All uncertainties are defined by the interquartile range of the posterior resistivity distribution. Combining these resistivity profiles with those from co-located seismic shear-wave velocity inversions to further reduce ambiguity in the hydrogeological interpretation of the subsurface, we propose a new 3-D interpretation in which the Midtdalsbreen subglacial material is partitioned into partially frozen sediment, frozen sediment/permafrost and weathered/fractured bedrock with saline water. Article in Journal/Newspaper Ice permafrost University of St Andrews: Research Portal Solid Earth 11 1 75 94
institution Open Polar
collection University of St Andrews: Research Portal
op_collection_id ftunstandrewcris
language English
description Subglacial water modulates glacier-bed friction and therefore is of fundamental importance when characterising the dynamics of ice masses. The state of subglacial pore water, whether liquid or frozen, is associated with differences in electrical resistivity that span several orders of magnitude; hence, liquid water can be inferred from electrical resistivity depth profiles. Such profiles can be obtained from inversions of transient (time-domain) electromagnetic (TEM) soundings, but these are often non-unique. Here, we adapt an existing Bayesian transdimensional algorithm (Multimodal Layered Transdimensional Inversion – MuLTI) to the inversion of TEM data using independent depth constraints to provide statistical properties and uncertainty analysis of the resistivity profile with depth. The method was applied to ground-based TEM data acquired on the terminus of the Norwegian glacier, Midtdalsbreen, with depth constraints provided by co-located ground-penetrating radar data. Our inversion shows that the glacier bed is directly underlain by material of resistivity 10 2 Ωm ± 1000 %, with thickness 5–40 m, in turn underlain by a highly conductive basement (10 0 Ωm ± 15 %). High-resistivity material, 5×10 4 Ωm ± 25 %, exists at the front of the glacier. All uncertainties are defined by the interquartile range of the posterior resistivity distribution. Combining these resistivity profiles with those from co-located seismic shear-wave velocity inversions to further reduce ambiguity in the hydrogeological interpretation of the subsurface, we propose a new 3-D interpretation in which the Midtdalsbreen subglacial material is partitioned into partially frozen sediment, frozen sediment/permafrost and weathered/fractured bedrock with saline water.
format Article in Journal/Newspaper
author Killingbeck, S. F.
Booth, A. D.
Livermore, P. W.
Bates, C. R.
West, L. J.
spellingShingle Killingbeck, S. F.
Booth, A. D.
Livermore, P. W.
Bates, C. R.
West, L. J.
Characterisation of subglacial water using a constrained transdimensional Bayesian transient electromagnetic inversion
author_facet Killingbeck, S. F.
Booth, A. D.
Livermore, P. W.
Bates, C. R.
West, L. J.
author_sort Killingbeck, S. F.
title Characterisation of subglacial water using a constrained transdimensional Bayesian transient electromagnetic inversion
title_short Characterisation of subglacial water using a constrained transdimensional Bayesian transient electromagnetic inversion
title_full Characterisation of subglacial water using a constrained transdimensional Bayesian transient electromagnetic inversion
title_fullStr Characterisation of subglacial water using a constrained transdimensional Bayesian transient electromagnetic inversion
title_full_unstemmed Characterisation of subglacial water using a constrained transdimensional Bayesian transient electromagnetic inversion
title_sort characterisation of subglacial water using a constrained transdimensional bayesian transient electromagnetic inversion
publishDate 2020
url https://research-portal.st-andrews.ac.uk/en/researchoutput/characterisation-of-subglacial-water-using-a-constrained-transdimensional-bayesian-transient-electromagnetic-inversion(e4012ca9-800f-4311-bd50-89892c2552bb).html
https://doi.org/10.5194/se-11-75-2020
https://research-repository.st-andrews.ac.uk/bitstream/10023/19347/1/Killingbeck_2020_SE_Subglacialwater_CC.pdf
genre Ice
permafrost
genre_facet Ice
permafrost
op_source Killingbeck , S F , Booth , A D , Livermore , P W , Bates , C R & West , L J 2020 , ' Characterisation of subglacial water using a constrained transdimensional Bayesian transient electromagnetic inversion ' , Solid Earth , vol. 11 , pp. 75-94 . https://doi.org/10.5194/se-11-75-2020
op_relation https://research-portal.st-andrews.ac.uk/en/researchoutput/characterisation-of-subglacial-water-using-a-constrained-transdimensional-bayesian-transient-electromagnetic-inversion(e4012ca9-800f-4311-bd50-89892c2552bb).html
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.5194/se-11-75-2020
container_title Solid Earth
container_volume 11
container_issue 1
container_start_page 75
op_container_end_page 94
_version_ 1802645428718534656