This example data set includes maize phenology classes collected in Kansas during the 2018 growing season. The predicted values were obtained using a Random Forest classifier with a 70/30 split. The dataset includes 16 phenology stages from VT to R6. For more information please visit doi:10.3390/rs14030469 .