The average soybean yield in Illinois in 2022 was 63 bushels/acre. However, the yield gap, a measure of the difference between record yield and average yield, is about 46 bushels/acre in Illinois and about 120 bushels/acre across the United States. Although seeding date, seeding rate, tillage practices, etc., significantly impact soybean yields on a wider geographical scale, soybean yields within a field can vary significantly even if the same seeding and management practices are followed. This within-farm spatial heterogeneity is one of the major factors limiting soybean farmers from maximizing soybean yields. Understanding this spatial heterogeneity is critical for site-specific management decisions, including the application of novel biologicals as a component of fertility management in soybean production. The objectives of the study include defining the spatial yield variation within a field, classifying the sites as high, medium, and low-yielding zones, determining the required seeding rates, and
economic evaluation of the yield from site-specific management and conventional soybean production for recommendation to the producers.