New paradigm for watershed model development by coupling machine learning algorithm and mechanistic model

•New paradigm was used for development of watershed model.•Machine learning algorithm and mechanistic model are effectively coupled.•Equations for best management practices evaluation were established.•The paradigm shows higher interpretability based on mechanistic model. The development of watershe...

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