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Scientific decision-support tools meant for use by farmers and agronomists in the paddock often present data in graphs, which many people without scientific training cannot understand easily. Altering the way in which data are presented can have a positive effect on user understanding. Two alternative methods for presentation of complex modelled data are explored: graph explanation and graph simplification. Both methods show promise in increasing user understanding of the data presented.