Deep Learning Prediction and Interpretation of Riverine Nitrate Export Across the Mississippi River Basin

Abstract Excess riverine nitrate causes downstream eutrophication, notably in the Gulf of Mexico where hypoxia is linked to nutrient‐rich discharge from the Mississippi River Basin (MRB). We developed a long short‐term memory (LSTM) model using high‐frequency sensor data from across the conterminous...

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Bibliographic Details
Main Authors: Aayush Pandit, Heather E. Golden, Jay R. Christensen, Charles R. Lane, Admin Husic
Format: Article
Language:English
Published: Wiley 2025-08-01
Series:Water Resources Research
Subjects:
Online Access:https://doi.org/10.1029/2024WR039207
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