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

Maniam, Shamala and Memar, Erfan and Tee, Yei Kheng and Kumari, Nisha and Yong Wong, Hin and Zaman, Mukter (2026) Enhancing Agricultural Sustainability: An IoT-Based RNN-LSTM Model for Precision Sub-Surface Moisture Monitoring and Irrigation Optimisation. Annals of Emerging Technologies in Computing, 10 (1). pp. 83-98. ISSN 2516-0281

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

Maniam, Shamala and Tee, Yei Kheng and Memar, Erfan and Wong, Hin Yong and Zaman, Mukter (2026) Smart irrigation management: IoT-based RNN-LSTM model for soil moisture prediction in precision agriculture. Smart Agricultural Technology, 13. p. 101866. ISSN 27723755

Maniam, Shamala and Zaman, Mukter and Wong, Hin Yong (2022) IOT Implemented Soil Moisture Probe With A Real-Time Monitoring Application. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Maniam, Shamala and Wong, Hin Yong and Zaman, Mukter (2018) Flexible Solar on Fibers as substrates coated with Molybdenum and CZTS. In: 2018 IEEE 7th International Conference on Photonics (ICP), 9-11 April 2018, Kuah, Malaysia.