Rapid climate change is increasing shipping activity in the Arctic, raising the risk of harmful non-native marine species introductions. This study uses network analysis and data mining techniques to assess ballast water-mediated species introductions into and within the Arctic. High-risk connections between Arctic and non-Arctic ports are identified, along with the emergence of Arctic shipping hubs. The study considers how environmental conditions constrain the introduction network, and uses higher-order network analysis to identify critical shipping routes for within-Arctic dispersal. The framework can inform risk-based management of ship-borne invasive species in the Arctic.
Publisher
Scientific Reports
Published On
Nov 11, 2020
Authors
Mandana Saebi, Jian Xu, Salvatore R. Curasi, Erin K. Grey, Nitesh V. Chawla, David M. Lodge
Tags
climate change
Arctic shipping
invasive species
network analysis
ballast water
marine ecology
risk management
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