Forecasting Blue and Green Water Footprint of Wheat Based on Single, Hybrid, and Stacking Ensemble Machine Learning Algorithms Under Diverse Agro-Climatic Conditions in Nile Delta, Egypt - Lotfy, Ashrakat A.; Abuarab, Mohamed E.; Farag, Eslam; Derardja, Bilal; Khadra, Roula; Abdelmoneim, Ahmed A.; Mokhtar, Ali (Remote sensing (Basel, Switzerland), 2024)
Keywords: Agricultural production; Algorithms; Climate change; Climate models; Climate prediction; Climatic conditions; climatic parameters; Data mining; Egypt; Food; Footprint analysis; Learning algorithms; Machine learning; machine learning models; Parameters; Population growth; Remote sensing; remote sensing indices; Sea level; single and hybrid models; stacking ensemble; Statistical models; Vegetation; Water; Water consumption; Water resources management; Water use; Wheat; wheat BWFP and GWFP; Egypt; Nile Delta; Ukraine; Russia