Qwaid, Marran Al and Sarker, Md Tanjil and Shawon, Sarowar Morshed and Hassan Tarif, Md zubair (2026) AI-enabled smart farming framework for sustainable date palm cultivation in arid regions using machine learning and IoT integration. Scientific Reports, 16 (1). ISSN 2045-2322

Shawon, Sarowar Morshed and Zaman, Mukter and Maniam, Shamala and Tee, Yei Kheng and Wong, H.Y. (2026) Climate-aware hybrid 1D-CNN-LSTM model for multi-layer soil moisture prediction in tropical Cocoa plantations. Climate Smart Agriculture, 3 (1). p. 100096. ISSN 2950-4090

Shawon, Sarowar Morshed and Zaman, Mukter and Maniam, Shamala and Al Qwaid, Marran and Sarker, Md Tanjil and Kheng, Tee Yei and Wong, Hin Yong (2026) Explainable Quantile CNN-LSTM model for uncertainty-aware multi-layer soil moisture prediction in tropical cocoa plantations. Scientific Reports, 16 (1). ISSN 2045-2322

Shawon, Sarowar Morshed and Adan, Ifaz Ahmed and Moniruzzaman, Md. and Sinan, Osama Haramine and Abed, Md Junaed and Al Qwaid, Marran and Sarker, Md Tanjil and Abdul Karim, Hezerul (2026) Federated Learning Approaches in Precision Agriculture: A Systematic Review of Current Trends, Challenges, and Opportunities. IEEE Access, 14. pp. 30513-30538. ISSN 2169-3536

Shawon, Sarowar Morshed and Niha, Fahima Lokman and Sinan, Osama Haramine and Abed, Md Junaed and Al Qwaid, Marran and Sarker, Md Tanjil and Zubair, H. T. (2026) Integrating Federated Learning and Explainable AI for Plant Disease Detection: A Systematic Review of Recent Advances in Precision Agriculture. International Journal of Computational Intelligence Systems, 19 (1). ISSN 1875-6883

Al Qwaid, Marran and Sarker, Md Tanjil and Hossen, Md Sabbir and Shawon, Sarowar Morshed and Abdul Karim, Hezerul (2026) A hybrid ANN–RF and IoT-enabled framework for water energy optimization in arid smart farming: Evidence from Saudi Arabia. Smart Agricultural Technology, 14. p. 102098. ISSN 2772-3755

Shawon, Sarowar Morshed and Haider, Shah Nawaz and Barua, Arnab and Austin, Steve and Adan, Ifaz Ahmed and Hossain, Mohammad Shahadat and Hassan Tarif, Md. Zubair (2025) Hybrid CNN-LSTM model for urban energy load forecasting with IGA-XAI for smart grids: Peak and off-peak variability insights. Results in Engineering, 28. p. 107245. ISSN 2590-1230

Shawon, Sarowar Morshed and Neha, Nusratul Islam and Jui, Anjuman Naher and Dey, Nabonita and Hassan Tarif, Md. Zubair (2025) Advances in soil moisture measurement techniques and prediction using artificial intelligence: An extensive and systematic review. Smart Agricultural Technology, 12. p. 101613. ISSN 2772-3755

Shawon, Sarowar Morshed and Ema, Falguny Barua and Mahi, Asura Khanom and Niha, Fahima Lokman and Hassan Tarif, Md. Zubair (2025) Crop yield prediction using machine learning: An extensive and systematic literature review. Smart Agricultural Technology, 10. p. 100718. ISSN 2772-3755