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The coupler simulates the driving influence of atmosphere on MHWs though the probabilistic knowledge argumentation approaches considerably Raise the forecast capacity of utmost MHWs determined by the idea of ensemble forecast. As opposed with common numerical prediction, our framework has appreciably higher precision and demands fewer computational means. What's far more, explainable AI solutions exhibit that wind forcing is the main driver of MHW evolution and expose its relation with air-sea warmth exchange. In general, our product offers a framework for being familiar with MHWs' driving processes and operational forecasts Sooner or later. Topics:
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