Explainable Quantile CNN-LSTM model for uncertainty-aware multi-layer soil moisture prediction in tropical cocoa plantations
Accurate prediction of multi-layer soil moisture within the root zone is critical for cocoa plantations, where water availability directly influences root development, nutrient uptake, flowering and yield stability. In tropical systems, strong rainfall variab…
By Sarowar Morshed Shawon, Mukter Zaman, Shamala Maniam, Marran Al Qwaid, Md Tanjil Sarker, Tee Yei Kheng, H. Y. Wong