Exploring Antarctic subglacial lakes with scientific probes: a formal probabilistic approach for operational risk management

Since their discovery, Antarctic subglacial lakes have become of great interest to the science community. It is hypothesized that they may hold unique forms of biological life and that they hold detailed sedimentary records of past climate change. According to the latest inventory, a total of 387 su...

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Published in:Journal of Glaciology
Main Authors: Brito, M.P., Griffiths, G., Mowlem, M.
Format: Article in Journal/Newspaper
Language:unknown
Published: 2012
Subjects:
Online Access:https://eprints.soton.ac.uk/343354/
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spelling ftsouthampton:oai:eprints.soton.ac.uk:343354 2023-07-30T03:59:15+02:00 Exploring Antarctic subglacial lakes with scientific probes: a formal probabilistic approach for operational risk management Brito, M.P. Griffiths, G. Mowlem, M. 2012 https://eprints.soton.ac.uk/343354/ unknown Brito, M.P., Griffiths, G. and Mowlem, M. (2012) Exploring Antarctic subglacial lakes with scientific probes: a formal probabilistic approach for operational risk management. Journal of Glaciology, 58 (212), 1085-1097. (doi:10.3189/2012JoG12J007 <http://dx.doi.org/10.3189/2012JoG12J007>). Article PeerReviewed 2012 ftsouthampton https://doi.org/10.3189/2012JoG12J007 2023-07-09T21:41:33Z Since their discovery, Antarctic subglacial lakes have become of great interest to the science community. It is hypothesized that they may hold unique forms of biological life and that they hold detailed sedimentary records of past climate change. According to the latest inventory, a total of 387 subglacial lakes have been identified in Antarctica (Wright and Siegert, 2011). However, exploration using scientific probes has yet to be performed. We propose a generic, formal approach to manage the operational risk of deploying probes during clean access to subglacial lake exploration. A representation of the entire probe deployment process is captured in a Markov chain. The transition from one state to the next depends on several factors, including reliability of components and processes. We use fault trees to quantify the probability of failure of the complex processes that must take place to facilitate the transition from one state to another. Therefore, the formal framework consists of integrating a Markov chain, fault trees, component and subsystem reliability data and expert judgment. To illustrate its application we describe how the approach can be used to address a series of what-if scenarios, using the intended Ellsworth Subglacial Lake probe deployment as a case study. Article in Journal/Newspaper Antarc* Antarctic Antarctica Journal of Glaciology University of Southampton: e-Prints Soton Antarctic Ellsworth Subglacial Lake ENVELOPE(-90.500,-90.500,-79.000,-79.000) Journal of Glaciology 58 212 1085 1097
institution Open Polar
collection University of Southampton: e-Prints Soton
op_collection_id ftsouthampton
language unknown
description Since their discovery, Antarctic subglacial lakes have become of great interest to the science community. It is hypothesized that they may hold unique forms of biological life and that they hold detailed sedimentary records of past climate change. According to the latest inventory, a total of 387 subglacial lakes have been identified in Antarctica (Wright and Siegert, 2011). However, exploration using scientific probes has yet to be performed. We propose a generic, formal approach to manage the operational risk of deploying probes during clean access to subglacial lake exploration. A representation of the entire probe deployment process is captured in a Markov chain. The transition from one state to the next depends on several factors, including reliability of components and processes. We use fault trees to quantify the probability of failure of the complex processes that must take place to facilitate the transition from one state to another. Therefore, the formal framework consists of integrating a Markov chain, fault trees, component and subsystem reliability data and expert judgment. To illustrate its application we describe how the approach can be used to address a series of what-if scenarios, using the intended Ellsworth Subglacial Lake probe deployment as a case study.
format Article in Journal/Newspaper
author Brito, M.P.
Griffiths, G.
Mowlem, M.
spellingShingle Brito, M.P.
Griffiths, G.
Mowlem, M.
Exploring Antarctic subglacial lakes with scientific probes: a formal probabilistic approach for operational risk management
author_facet Brito, M.P.
Griffiths, G.
Mowlem, M.
author_sort Brito, M.P.
title Exploring Antarctic subglacial lakes with scientific probes: a formal probabilistic approach for operational risk management
title_short Exploring Antarctic subglacial lakes with scientific probes: a formal probabilistic approach for operational risk management
title_full Exploring Antarctic subglacial lakes with scientific probes: a formal probabilistic approach for operational risk management
title_fullStr Exploring Antarctic subglacial lakes with scientific probes: a formal probabilistic approach for operational risk management
title_full_unstemmed Exploring Antarctic subglacial lakes with scientific probes: a formal probabilistic approach for operational risk management
title_sort exploring antarctic subglacial lakes with scientific probes: a formal probabilistic approach for operational risk management
publishDate 2012
url https://eprints.soton.ac.uk/343354/
long_lat ENVELOPE(-90.500,-90.500,-79.000,-79.000)
geographic Antarctic
Ellsworth Subglacial Lake
geographic_facet Antarctic
Ellsworth Subglacial Lake
genre Antarc*
Antarctic
Antarctica
Journal of Glaciology
genre_facet Antarc*
Antarctic
Antarctica
Journal of Glaciology
op_relation Brito, M.P., Griffiths, G. and Mowlem, M. (2012) Exploring Antarctic subglacial lakes with scientific probes: a formal probabilistic approach for operational risk management. Journal of Glaciology, 58 (212), 1085-1097. (doi:10.3189/2012JoG12J007 <http://dx.doi.org/10.3189/2012JoG12J007>).
op_doi https://doi.org/10.3189/2012JoG12J007
container_title Journal of Glaciology
container_volume 58
container_issue 212
container_start_page 1085
op_container_end_page 1097
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