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Simulation of the projected river flow changes using integrated downscaling and Bayesian...

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Innovative approaches to surface water quality management: advancing nitrate (NO₃) forecasting with hybrid CNN-LSTM and CNN-GRU techniques

S Davoudi, K Roushangar - Modeling Earth Systems and Environment, 2025 - Springer

Accurate nitrate estimation in surface water is essential for ecological and human health. To
predict nitrate levels (NO3; mg/L) in the Willamette River at Portland, Oregon, USA, three …

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Simulation of the projected river flow changes using integrated downscaling and Bayesian...

Innovative approaches to surface water quality management: advancing nitrate (NO₃) forecasting with hybrid CNN-LSTM and CNN-GRU techniques

Simulation of the projected river flow changes using integrated downscaling and Bayesian...

Innovative approaches to surface water quality management: advancing nitrate (NO3) forecasting with hybrid CNN-LSTM and CNN-GRU techniques

Innovative approaches to surface water quality management: advancing nitrate (NO₃) forecasting with hybrid CNN-LSTM and CNN-GRU techniques