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Knowledge-guided graph machine learning for spatially distributed prediction of daily discharge and nitrogen export dynamics

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Spatially distributed prediction of streamflow and nitrogen export dynamics is essential for precision management of agricultural watersheds. While temporal deep learning models such as Long Short-Term Memory (LSTM) have shown strong performance at basin scale... ...