We discriminated the sources of model uncertainty vs output variability.
We assessed the errors during simulation configuration in APSIM-Potato using GxExM experiments worldwide.
We determine and quantify the main drivers of potato yield variability under irrigated conditions.
We evaluated the difference of yield and irrigation using input/output aggregation.
We quantify the data aggregation effects on potato yield and irrigation requirements.