Crop yield can be maximized when the best genetic variety and most effective crop management practices are used for cultivation. Scientists have developed various machine learning models to predict ...

A pioneering study introduces a functional data analysis (FDA) methodology to model the relationship between environmental factors and crop yields in year-round agriculture. Designed for crops like ...

While farmers have cultivated crops for millennia using intuition and experience, today's agriculture increasingly relies on data-driven approaches to maximize yields while minimizing environmental ...

Model transfer provides a solution for crop classification in unlabeled areas. However spectral discrepancies in satellite images, caused by varying climatic conditions across regions, pose ...