Combining field-level data and remote sensing to understand impact of management practices on producer yields

•We assessed drivers underlying yield response to management in producer fields.•The approach consisted of producer data, crop modeling, and satellite imagery.•Yield benefit in early-sown fields was related to higher absorbed solar radiation.•Fungicide-related yield increase was driven by increased conversion efficiency.•The approach can help understand empirical relationships between on-farm yield and management practices.