Liu Shuhao, Liu Yang, Teschke Katharina, Hindell Mark A, Downey Rachel, Woods Briannyn, Kang Bin, Ma Shuyang, Zhang Chi, Li Jianchao, Ye Zhenjiang, Sun Peng, He Jianfeng, Tian Yongjun
Research Centre for Deep Sea and Polar Fisheries, and Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, 266003 China.
Frontiers Science Center for Deep Ocean Multispheres and Earth System, Ocean University of China, Qingdao, 266100 China.
Mar Life Sci Technol. 2023 Aug 15;6(1):68-83. doi: 10.1007/s42995-023-00188-9. eCollection 2024 Feb.
Mesopelagic fish (meso-fish) are central species within the Southern Ocean (SO). However, their ecosystem role and adaptive capacity to climate change are rarely integrated into protected areas assessments. This is a pity given their importance as crucial prey and predators in food webs, coupled with the impacts of climate change. Here, we estimate the habitat distribution of nine meso-fish using an ensemble model approach (MAXENT, random forest, and boosted regression tree). Four climate model simulations were used to project their distribution under two representative concentration pathways (RCP4.5 and RCP8.5) for short-term (2006-2055) and long-term (2050-2099) periods. In addition, we assess the ecological representativeness of protected areas under climate change scenarios using meso-fish as indicator species. Our models show that all species shift poleward in the future. Lanternfishes (family Myctophidae) are predicted to migrate poleward more than other families (Paralepididae, Nototheniidae, Bathylagidae, and Gonostomatidae). In comparison, lanternfishes were projected to increase habitat area in the eastern SO but lose area in the western SO; the opposite was projected for species in other families. Important areas (IAs) of meso-fish are mainly distributed near the Antarctic Peninsula and East Antarctica. Negotiated protected area cover 23% of IAs at present and 38% of IAs in the future (RCP8.5, long-term future). Many IAs of meso-fish still need to be included in protected areas, such as the Prydz Bay and the seas around the Antarctic Peninsula. Our results provide a framework for evaluating protected areas incorporating climate change adaptation strategies for protected areas management.
The online version contains supplementary material available at 10.1007/s42995-023-00188-9.
中层鱼类是南大洋的核心物种。然而,它们在生态系统中的作用以及对气候变化的适应能力很少被纳入保护区评估。考虑到它们作为食物网中关键猎物和捕食者的重要性,以及气候变化的影响,这很遗憾。在这里,我们使用集成模型方法(最大熵模型、随机森林和提升回归树)估计了9种中层鱼类的栖息地分布。使用四个气候模型模拟来预测它们在两种代表性浓度路径(RCP4.5和RCP8.5)下短期(2006 - 2055年)和长期(2050 - 2099年)的分布。此外,我们以中层鱼类作为指示物种,评估气候变化情景下保护区的生态代表性。我们的模型表明,所有物种未来都将向极地迁移。灯笼鱼科预计比其他科(裸狗母鱼科、南极鱼科、水珍鱼科和光器鱼科)向极地迁移得更多。相比之下,预计灯笼鱼在南大洋东部的栖息地面积会增加,而在西部会减少;其他科的物种则相反。中层鱼类的重要区域主要分布在南极半岛和东南极洲附近。目前协商的保护区覆盖了重要区域的23%,未来(RCP8.5,长期未来)覆盖38%。许多中层鱼类的重要区域仍需要纳入保护区,如普里兹湾和南极半岛周围海域。我们的结果为评估保护区提供了一个框架,该框架纳入了针对保护区管理的气候变化适应策略。
在线版本包含可在10.1007/s42995-023-00188-9获取的补充材料。