Danish Meteorological Institute, Copenhagen, Denmark.
National Institute of Aquatic Resources (DTU-Aqua), Technical University of Denmark, Kgs, Lyngby, Denmark.
Nat Commun. 2022 May 12;13(1):2660. doi: 10.1038/s41467-022-30280-0.
Many fish and marine organisms are responding to our planet's changing climate by shifting their distribution. Such shifts can drive international conflicts and are highly problematic for the communities and businesses that depend on these living marine resources. Advances in climate prediction mean that in some regions the drivers of these shifts can be forecast up to a decade ahead, although forecasts of distribution shifts on this critical time-scale, while highly sought after by stakeholders, have yet to materialise. Here, we demonstrate the application of decadal-scale climate predictions to the habitat and distribution of marine fish species. We show statistically significant forecast skill of individual years that outperform baseline forecasts 3-10 years ahead; forecasts of multi-year averages perform even better, yielding correlation coefficients in excess of 0.90 in some cases. We also demonstrate that the habitat shifts underlying conflicts over Atlantic mackerel fishing rights could have been foreseen. Our results show that climate predictions can provide information of direct relevance to stakeholders on the decadal-scale. This tool will be critical in foreseeing, adapting to and coping with the challenges of a changing future climate, particularly in the most ocean-dependent nations and communities.
许多鱼类和海洋生物正在通过改变其分布来应对地球气候的变化。这种变化会引发国际冲突,对依赖这些海洋生物资源的社区和企业造成严重问题。气候预测的进步意味着,在某些地区,这些变化的驱动因素可以提前十年预测,尽管利益相关者非常希望对这一关键时间尺度的分布变化进行预测,但尚未实现。在这里,我们展示了将十年尺度的气候预测应用于海洋鱼类物种的栖息地和分布。我们表明,个别年份的预测具有统计上显著的技巧,超过了提前 3-10 年的基准预测;多年平均值的预测表现甚至更好,在某些情况下相关系数超过 0.90。我们还表明,大西洋鲭鱼捕捞权冲突背后的栖息地变化本可以预见。我们的结果表明,气候预测可以为利益相关者提供与十年尺度相关的直接信息。在预见、适应和应对未来气候变化的挑战方面,特别是在最依赖海洋的国家和社区,这一工具将至关重要。