Unveiling Agricultural Soil Runoff: Remote Sensing and Ensemble Deep Learning Models to Evaluate Impact of Climate on Water Quality and Human Health
Unveiling Agricultural Soil Runoff: Remote Sensing and Ensemble Deep Learning Models to Evaluate Impact of Climate on Water Quality and Human Health
P. Anandan,Asha Sundaram
2024 · DOI: 10.1007/s41976-024-00162-8
Remote Sensing in Earth Systems Sciences · 4 Citations
TLDR
A novel Ensemble Deep Learning Model (EDL) that combines Recurrent Neural Networks (RNNs) and Random Forests to predict the impact of climate on water quality parameters with high accuracy is presented.
