Spatial variability in soil properties and soybean yield was studied in field. Calibrated and validated DSSAT-CSM generated yield for 22 weather scenarios. Four techniques for upscaling DSSAT-CSM parameters were tested to predict yield. All upscaling techniques provided reasonable estimates of yield at field scale. The model was sensitive to runoff curve numbers, but was not to soil properties.