The work was supported by the Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) (SML2023SP205, SML2020SP004, SML2021SP203), the National Natural Science Foundation of China (42377111), and the Ocean Negative Carbon Emissions (ONCE) Program.