Improving Wheat Yield Prediction with Multi-Source Remote Sensing Data and Machine Learning in Arid Regions - Raza, Aamir; Shahid, Muhammad Adnan; Zaman, Muhammad; Miao, Yuxin; Huang, Yanbo; Safdar, Muhammad; Maqbool, Sheraz; Muhammad, Nalain E. (Remote sensing (Basel, Switzerland), 2025)
Keywords: Accuracy; Agricultural production; arid region; Arid regions; Arid zones; Climate; Climate change; Climatic data; Crop yield; Crop yields; Crops; Data analysis; Decision trees; Developmental biology; Food security; Food supply; Geospatial data; google earth engine (GEE); Grain; Growth models; Hydrology; Irrigation; Learning algorithms; Machine learning; Normalized difference vegetative index; Performance assessment; Precipitation; Predictions; Productivity; Remote sensing; Security management; Vegetation; Water shortages; Wheat; wheat yield prediction; Windows (intervals); Pakistan