Dr. Guan from the University of IL has developed the crop predicting framework ASPIRE. This purely data-driven process mitigates assumptions in predictions. It can work at any location where satellite VI and climate/crop data are available and is capable of calculating yield at the pixel or field-scale spatial level and can aggregate crop yield predictions to national scale.