crossrefAlgorithms2025-11-25Cited by 1
Integrated Satellite Driven Machine Learning Framework for Precision Irrigation and Sustainable Cotton Production
Syeda Faiza Nasim, Muhammad Khurram
This study develops a satellite-based, machine-learning-based prediction algorithm to predict optimal irrigation scheduling for cotton cultivation within Rahim Yar Khan, Pakistan. The framework leverages multispectral satellite imagery (Landsat 8 and Sentinel-2), GIS-derived clim…