Identifiability and assessment criteria for WOFOST crop calibration

Determine whether five calibration years of destructive sampling identify the seven WOFOST parameters used for maize calibration at Kellogg Biological Station and whether a fixed error ceiling is an appropriate assessment criterion for an interannual crop series.

Background

The WOFOST calibration reduced grain-mass error during calibration but performed worse than the default during validation, while biomass remained below the nominal error ceiling but still deteriorated relative to the baseline.

The authors explicitly leave unresolved both whether the available five calibration years can identify seven parameters and whether the fixed error ceiling is suitable for evaluating interannual crop observations.

References

For WOFOST, whether five calibration years of destructive sampling identify seven parameters, and whether a fixed error ceiling is the right test for an interannual crop series.

— Delegating Earth science model calibration to knowledge-guided LLM agents  (2610.18378 - Zhu et al., 13 Oct 2026) in Section 4, Discussion and conclusion