Alexander Hayward, Simon W. Wright, Dustin Carroll, Cliff S. Law, Pat Wongpan, Andrés Gutiérrez-Rodriguez, Matthew H. Pinkerton
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引用次数: 0
摘要
浮游植物对南极海洋食物网和相关的生物碳泵至关重要,但对其群落组成的长期变化知之甚少。在这里,我们使用机器学习框架,并结合1997年至2023年南方夏季的色素样本和环境样本,我们显示了南极洲大陆架大部分地区硅藻的减少和苔藓和隐苔藓的增加。这些与海冰增加有关的趋势在2016年之后发生了逆转,硅藻数量反弹,隐生植物数量大幅增加,与海冰的减少相吻合。在25年的数据集中,显著变化(P < 0.05)包括硅藻叶绿素a (chl-a)下降了0.32 mg chl-a m - 3(约占气体学的33%),而植被和隐植被的叶绿素a分别增加了0.08和0.23 mg chl-a m - 3。浮游植物组合的长期变化可能会减少以磷虾为中心的食物网的主导地位,并减少生物介导的碳向深海的出口,这对全球海洋碳汇有影响。
Antarctic phytoplankton communities restructure under shifting sea-ice regimes
Phytoplankton are critical to the Antarctic marine food web and associated biological carbon pump, yet long-term shifts in their community composition are poorly understood. Here, using a machine learning framework and combining pigment samples and environmental samples from austral summertime 1997–2023, we show declines in diatoms and increases in haptophytes and cryptophytes across much of Antarctica’s continental shelf. These trends—which are linked to sea ice increases—reversed after 2016, with a rebound in diatoms and a large increase in cryptophytes, coinciding with the loss of sea ice. Significant changes (P < 0.05) across the 25-year dataset include diatom chlorophyll a (chl-a) declines of 0.32 mg chl-a m−3 (~33% of the climatology) and increases for haptophytes and cryptophytes of 0.08 and 0.23 mg chl-a m−3, respectively. The long-term shifts in phytoplankton assemblages could reduce the dominance of the krill-centric food web and diminish the biologically mediated export of carbon to depth, with implications for the global-ocean carbon sink.
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