Privacy-preserving water quality forecasting using federated learning across distributed water monitoring nodes and optimized RPART modelling
M. Geetha Jenifel, Mary Linda M · Environmental Science Water Research & Technology · 2025
This model aims to detect the water quality parameters and determine the usability of water. The integration of the federated learning and optimized RPART techniques can lead to more efficient, benefiting agriculture, and local communities.