This is supplemental data for the publication: Field Data Collection Methods Strongly Affect Satellite-Based Crop Yield Estimation. It includes eight different yield sampling methods and corresponding aggregated vegetation indices derived from Sentinel-2 reflectance data for 196 fields in Ethiopia.