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A reanalysis of occurrence data for 22 univoltine butterfly species, derived from a larger set of 100 species, conducted by Elise A. Larsen of Georgetown University. The dataset underpins a critique of prior phenological analyses, highlighting substantive differences in macroscale patterns. The original study by Fric et al. was published in 2020.
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