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Yinan Cai on Muck Rack

Yinan Cai

As seen in: Frontiers in Marine Science
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Articles

Decomposing tropical Pacific air-sea CO 2 flux anomalies during marine heatwaves and cold spells: thermal versus non-thermal drivers

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By Zhao Meng, Yinan Cai
| Frontiers in Marine Science
Abstract Marine heatwaves (MHWs) and marine cold spells (MCSs) are extreme thermal events that can significantly influence air-sea CO2 fluxes (FCO2), yet their impacts in the tropical Pacific remain poorly constrained. Using multi-source observations and machine-learning models (Random Forest, XGBoost, LightGBM), we assessed FCO2 anomalies during MHWs and MCSs from 1990 to 2019.
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