Review
Open access
2026
Water quality prediction systems using IoT and Machine Learning: A systematic review
It is concluded that IoT-ML integration has demonstrated technical feasibility, but further applied research is required for effective adoption in commercial aquaculture farms, particularly in resource constrained rural settings where most small-scale fish farming occurs.
J. C. Villanueva-Guzmán, Ezequiel Gómez Domínguez, J. C. Romellón-Cerino et al.
· Journal of Computational Sys... · 0 citations