Leveraging artificial intelligence to enhance marine biosecurity.

IF 9.5 1区 生物学 Q1 BIOLOGY
BioScience Pub Date : 2026-05-01 eCollection Date: 2026-08-01 DOI:10.1093/biosci/biag049
Marnie L Campbell, Chi T U Le, Jumana Abu-Khalaf, Craig D H Sherman
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引用次数: 0

Abstract

Marine biosecurity stands at the crossroads of innovation and necessity, with artificial intelligence (AI) offering promising tools to enhance risk assessment, surveillance, and response strategies for invasive species management. Despite the rapid growth of AI applications in marine science, there has been no comprehensive overview of its potential role in enhancing and supporting marine biosecurity. Our literature review aims to fill this gap, showing that AI use in this field remains limited and underdeveloped. Through our literature analysis, we identify key opportunities for AI research and innovation across the marine biosecurity continuum, while also highlighting both general and domain-specific challenges. We conclude by proposing a roadmap to guide the responsible development and implementation of AI in marine biosecurity.

利用人工智能加强海洋生物安全。
海洋生物安全正处于创新和需求的十字路口,人工智能(AI)为加强入侵物种管理的风险评估、监测和应对策略提供了有前途的工具。尽管人工智能在海洋科学中的应用迅速增长,但尚未全面概述其在加强和支持海洋生物安全方面的潜在作用。我们的文献综述旨在填补这一空白,表明人工智能在这一领域的应用仍然有限和不发达。通过我们的文献分析,我们确定了整个海洋生物安全连续体中人工智能研究和创新的关键机会,同时也强调了一般和特定领域的挑战。最后,我们提出了一个路线图,以指导人工智能在海洋生物安全中的负责任发展和实施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BioScience
BioScience 生物-生物学
CiteScore
14.10
自引率
2.00%
发文量
109
审稿时长
3 months
期刊介绍: BioScience is a monthly journal that has been in publication since 1964. It provides readers with authoritative and current overviews of biological research. The journal is peer-reviewed and heavily cited, making it a reliable source for researchers, educators, and students. In addition to research articles, BioScience also covers topics such as biology education, public policy, history, and the fundamental principles of the biological sciences. This makes the content accessible to a wide range of readers. The journal includes professionally written feature articles that explore the latest advancements in biology. It also features discussions on professional issues, book reviews, news about the American Institute of Biological Sciences (AIBS), and columns on policy (Washington Watch) and education (Eye on Education).
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