Estimating the acute impacts of Arctic marine oil spills using expert elicitation

Increasing maritime traffic in the Arctic has heightened the oil spill-related risks in this highly sensitive environment. To quantitatively assess these risks, we need knowledge about both the vulnerability and sensitivity of the key Arctic functional groups that may be affected by spilled oil. How...

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Bibliographic Details
Published in:Marine Pollution Bulletin
Main Authors: Nevalainen, Maisa, Helle, Inari, Vanhatalo, Jarno
Other Authors: Ecosystems and Environment Research Programme, Helsinki Institute of Sustainability Science (HELSUS), Fisheries and Environmental Management Group, Department of Mathematics and Statistics, Research Centre for Ecological Change, Organismal and Evolutionary Biology Research Programme, Environmental and Ecological Statistics Group
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier Scientific Publ. Co 2018
Subjects:
Online Access:http://hdl.handle.net/10138/235409
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spelling ftunivhelsihelda:oai:helda.helsinki.fi:10138/235409 2024-01-07T09:40:38+01:00 Estimating the acute impacts of Arctic marine oil spills using expert elicitation Nevalainen, Maisa Helle, Inari Vanhatalo, Jarno Ecosystems and Environment Research Programme Helsinki Institute of Sustainability Science (HELSUS) Fisheries and Environmental Management Group Department of Mathematics and Statistics Research Centre for Ecological Change Organismal and Evolutionary Biology Research Programme Environmental and Ecological Statistics Group 2018-05-29T13:36:01Z 11 application/pdf http://hdl.handle.net/10138/235409 eng eng Elsevier Scientific Publ. Co 10.1016/j.marpolbul.2018.04.076 Valtion perusrahoitus/hankkeet Unknown funder SUOMEN AKATEMIA Nevalainen , M , Helle , I & Vanhatalo , J 2018 , ' Estimating the acute impacts of Arctic marine oil spills using expert elicitation ' , Marine Pollution Bulletin , vol. 131 , pp. 782-792 . https://doi.org/10.1016/j.marpolbul.2018.04.076 ORCID: /0000-0001-9006-0899/work/54146476 85047084869 5dbb8b2c-88cc-4e16-893a-cc6eee59c765 http://hdl.handle.net/10138/235409 000437060300085 cc_by openAccess info:eu-repo/semantics/openAccess 111 Mathematics 1181 Ecology evolutionary biology Article publishedVersion 2018 ftunivhelsihelda 2023-12-14T00:15:12Z Increasing maritime traffic in the Arctic has heightened the oil spill-related risks in this highly sensitive environment. To quantitatively assess these risks, we need knowledge about both the vulnerability and sensitivity of the key Arctic functional groups that may be affected by spilled oil. However, in the Arctic these data are typically scarce or lacking altogether. To compensate for this limited data availability, we propose the use of a probabilistic expert elicitation methodology, which we apply to seals, anatids, and seabirds. Our results suggest that the impacts of oil vary between functional groups, seasons, and oil types. Overall, the impacts are least for seals and greatest for anatids. Offspring seem to be more sensitive than adults, the impact is greatest in spring, and medium and heavy oils are the most harmful oil types. The elicitation process worked well, yet finding enough skilled and motivated experts proved to be difficult. Peer reviewed Article in Journal/Newspaper Arctic Arctic HELDA – University of Helsinki Open Repository Arctic Marine Pollution Bulletin 131 782 792
institution Open Polar
collection HELDA – University of Helsinki Open Repository
op_collection_id ftunivhelsihelda
language English
topic 111 Mathematics
1181 Ecology
evolutionary biology
spellingShingle 111 Mathematics
1181 Ecology
evolutionary biology
Nevalainen, Maisa
Helle, Inari
Vanhatalo, Jarno
Estimating the acute impacts of Arctic marine oil spills using expert elicitation
topic_facet 111 Mathematics
1181 Ecology
evolutionary biology
description Increasing maritime traffic in the Arctic has heightened the oil spill-related risks in this highly sensitive environment. To quantitatively assess these risks, we need knowledge about both the vulnerability and sensitivity of the key Arctic functional groups that may be affected by spilled oil. However, in the Arctic these data are typically scarce or lacking altogether. To compensate for this limited data availability, we propose the use of a probabilistic expert elicitation methodology, which we apply to seals, anatids, and seabirds. Our results suggest that the impacts of oil vary between functional groups, seasons, and oil types. Overall, the impacts are least for seals and greatest for anatids. Offspring seem to be more sensitive than adults, the impact is greatest in spring, and medium and heavy oils are the most harmful oil types. The elicitation process worked well, yet finding enough skilled and motivated experts proved to be difficult. Peer reviewed
author2 Ecosystems and Environment Research Programme
Helsinki Institute of Sustainability Science (HELSUS)
Fisheries and Environmental Management Group
Department of Mathematics and Statistics
Research Centre for Ecological Change
Organismal and Evolutionary Biology Research Programme
Environmental and Ecological Statistics Group
format Article in Journal/Newspaper
author Nevalainen, Maisa
Helle, Inari
Vanhatalo, Jarno
author_facet Nevalainen, Maisa
Helle, Inari
Vanhatalo, Jarno
author_sort Nevalainen, Maisa
title Estimating the acute impacts of Arctic marine oil spills using expert elicitation
title_short Estimating the acute impacts of Arctic marine oil spills using expert elicitation
title_full Estimating the acute impacts of Arctic marine oil spills using expert elicitation
title_fullStr Estimating the acute impacts of Arctic marine oil spills using expert elicitation
title_full_unstemmed Estimating the acute impacts of Arctic marine oil spills using expert elicitation
title_sort estimating the acute impacts of arctic marine oil spills using expert elicitation
publisher Elsevier Scientific Publ. Co
publishDate 2018
url http://hdl.handle.net/10138/235409
geographic Arctic
geographic_facet Arctic
genre Arctic
Arctic
genre_facet Arctic
Arctic
op_relation 10.1016/j.marpolbul.2018.04.076
Valtion perusrahoitus/hankkeet
Unknown funder
SUOMEN AKATEMIA
Nevalainen , M , Helle , I & Vanhatalo , J 2018 , ' Estimating the acute impacts of Arctic marine oil spills using expert elicitation ' , Marine Pollution Bulletin , vol. 131 , pp. 782-792 . https://doi.org/10.1016/j.marpolbul.2018.04.076
ORCID: /0000-0001-9006-0899/work/54146476
85047084869
5dbb8b2c-88cc-4e16-893a-cc6eee59c765
http://hdl.handle.net/10138/235409
000437060300085
op_rights cc_by
openAccess
info:eu-repo/semantics/openAccess
container_title Marine Pollution Bulletin
container_volume 131
container_start_page 782
op_container_end_page 792
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