MODIS-based corn grain yield estimation model incorporating crop phenology information

► A corn yield estimation model was developed by incorporating a crop phenology detection method. ► Model calibration and validation were conducted on both field and regional scales. ► WDRVI taken 7-10 days before silking stage accurately estimated corn grain yield. ► The model revealed spatial patterns of corn grain yield all over the U.S. for over a decade.