Article Versions Notes

Salem MS, Hassan NMH, Aly MM, Soliman Y, Peters RW, Mostafa MK. Integrating Deep Learning and Process-Based Modeling for Water Quality Prediction in Canals: CNN-LSTM and QUAL2K Analysis of Ismailia Canal. Sustainability. 2025; 17(17):7743. https://doi.org/10.3390/su17177743

Salem, Mahmoud S., Nashaat M. Hussain Hassan, Marwa M. Aly, Youssef Soliman, Robert W. Peters, and Mohamed K. Mostafa. 2025. "Integrating Deep Learning and Process-Based Modeling for Water Quality Prediction in Canals: CNN-LSTM and QUAL2K Analysis of Ismailia Canal" Sustainability 17, no. 17: 7743. https://doi.org/10.3390/su17177743

Salem, M. S., Hassan, N. M. H., Aly, M. M., Soliman, Y., Peters, R. W., & Mostafa, M. K. (2025). Integrating Deep Learning and Process-Based Modeling for Water Quality Prediction in Canals: CNN-LSTM and QUAL2K Analysis of Ismailia Canal. Sustainability, 17(17), 7743. https://doi.org/10.3390/su17177743