Network analysis of ballast-mediated species transfer reveals important introduction and dispersal patterns in the Arctic

Rapid climate change has wide-ranging implications for the Arctic region, including sea ice loss, increased geopolitical attention, and expanding economic activity, including a dramatic increase in shipping activity. As a result, the risk of harmful non-native marine species being introduced into th...

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Main Authors: Saebi, Mandana, Xu, Jian, Curasi, Salvatore R., Grey, Erin K., Chawla, Nitesh V., Lodge, David M.
Format: Article in Journal/Newspaper
Language:unknown
Published: arXiv 2020
Subjects:
Online Access:https://dx.doi.org/10.48550/arxiv.2009.12728
https://arxiv.org/abs/2009.12728
id ftdatacite:10.48550/arxiv.2009.12728
record_format openpolar
spelling ftdatacite:10.48550/arxiv.2009.12728 2023-05-15T14:32:22+02:00 Network analysis of ballast-mediated species transfer reveals important introduction and dispersal patterns in the Arctic Saebi, Mandana Xu, Jian Curasi, Salvatore R. Grey, Erin K. Chawla, Nitesh V. Lodge, David M. 2020 https://dx.doi.org/10.48550/arxiv.2009.12728 https://arxiv.org/abs/2009.12728 unknown arXiv arXiv.org perpetual, non-exclusive license http://arxiv.org/licenses/nonexclusive-distrib/1.0/ Populations and Evolution q-bio.PE FOS Biological sciences Article CreativeWork article Preprint 2020 ftdatacite https://doi.org/10.48550/arxiv.2009.12728 2022-03-10T15:10:31Z Rapid climate change has wide-ranging implications for the Arctic region, including sea ice loss, increased geopolitical attention, and expanding economic activity, including a dramatic increase in shipping activity. As a result, the risk of harmful non-native marine species being introduced into this critical region will increase unless policy and management steps are implemented in response. Using big data about shipping, ecoregions, and environmental conditions, we leverage network analysis and data mining techniques to assess, visualize, and project ballast water-mediated species introductions into the Arctic and dispersal of non-native species within the Arctic. We first identify high-risk connections between the Arctic and non-Arctic ports that could be sources of non-native species over 15 years (1997-2012) and observe the emergence of shipping hubs in the Arctic where the cumulative risk of non-native species introduction is increasing. We then consider how environmental conditions can constrain this Arctic introduction network for species with different physiological limits, thus providing a species-level tool for decision-makers. Next, we focus on within-Arctic ballast-mediated species dispersal where we use higher-order network analysis to identify critical shipping routes that may facilitate species dispersal within the Arctic. The risk assessment and projection framework we propose could inform risk-based assessment and management of ship-borne invasive species in the Arctic. Article in Journal/Newspaper Arctic Climate change Sea ice DataCite Metadata Store (German National Library of Science and Technology) Arctic
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic Populations and Evolution q-bio.PE
FOS Biological sciences
spellingShingle Populations and Evolution q-bio.PE
FOS Biological sciences
Saebi, Mandana
Xu, Jian
Curasi, Salvatore R.
Grey, Erin K.
Chawla, Nitesh V.
Lodge, David M.
Network analysis of ballast-mediated species transfer reveals important introduction and dispersal patterns in the Arctic
topic_facet Populations and Evolution q-bio.PE
FOS Biological sciences
description Rapid climate change has wide-ranging implications for the Arctic region, including sea ice loss, increased geopolitical attention, and expanding economic activity, including a dramatic increase in shipping activity. As a result, the risk of harmful non-native marine species being introduced into this critical region will increase unless policy and management steps are implemented in response. Using big data about shipping, ecoregions, and environmental conditions, we leverage network analysis and data mining techniques to assess, visualize, and project ballast water-mediated species introductions into the Arctic and dispersal of non-native species within the Arctic. We first identify high-risk connections between the Arctic and non-Arctic ports that could be sources of non-native species over 15 years (1997-2012) and observe the emergence of shipping hubs in the Arctic where the cumulative risk of non-native species introduction is increasing. We then consider how environmental conditions can constrain this Arctic introduction network for species with different physiological limits, thus providing a species-level tool for decision-makers. Next, we focus on within-Arctic ballast-mediated species dispersal where we use higher-order network analysis to identify critical shipping routes that may facilitate species dispersal within the Arctic. The risk assessment and projection framework we propose could inform risk-based assessment and management of ship-borne invasive species in the Arctic.
format Article in Journal/Newspaper
author Saebi, Mandana
Xu, Jian
Curasi, Salvatore R.
Grey, Erin K.
Chawla, Nitesh V.
Lodge, David M.
author_facet Saebi, Mandana
Xu, Jian
Curasi, Salvatore R.
Grey, Erin K.
Chawla, Nitesh V.
Lodge, David M.
author_sort Saebi, Mandana
title Network analysis of ballast-mediated species transfer reveals important introduction and dispersal patterns in the Arctic
title_short Network analysis of ballast-mediated species transfer reveals important introduction and dispersal patterns in the Arctic
title_full Network analysis of ballast-mediated species transfer reveals important introduction and dispersal patterns in the Arctic
title_fullStr Network analysis of ballast-mediated species transfer reveals important introduction and dispersal patterns in the Arctic
title_full_unstemmed Network analysis of ballast-mediated species transfer reveals important introduction and dispersal patterns in the Arctic
title_sort network analysis of ballast-mediated species transfer reveals important introduction and dispersal patterns in the arctic
publisher arXiv
publishDate 2020
url https://dx.doi.org/10.48550/arxiv.2009.12728
https://arxiv.org/abs/2009.12728
geographic Arctic
geographic_facet Arctic
genre Arctic
Climate change
Sea ice
genre_facet Arctic
Climate change
Sea ice
op_rights arXiv.org perpetual, non-exclusive license
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
op_doi https://doi.org/10.48550/arxiv.2009.12728
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