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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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 |
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collection |
DataCite Metadata Store (German National Library of Science and Technology) |
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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 |
_version_ |
1766305788667625472 |