Srivastava A., Safaei N., Khaki S., Lopez G., Zeng W., Ewert F., Gaiser T., Rahimi J. (2022.0).
Winter wheat yield prediction using convolutional neural networks from environmental and phenological data. Scientific Reports, 12(1),
. doi:10.1038/s41598-022-06249-w
AbstractCrop yield forecasting depends on many interactive factors, including crop genotype, weather, soil, and management practices. This study analyzes the performance of machine learning and deep learning methods for winter wheat yield prediction using an extensive dataset of weather, soil, and c…