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Appendix S1 List of herbaria contributing tropical plant collection records accessed through the Global Biodiversity Information Facility and SpeciesLink.

Table S1 Number of collections in full dataset for each of the 65 study species

Table S2 Percent accordance (kappa) between species range maps produced using time-ordered data subsets versus the corresponding range maps produced using the full datasets. The 90% quantiles of kappa values for maps produced using random data subsets are listed in parentheses.

Table S3 Area of range maps produced using time-ordered data subsets relative to the corresponding range maps produced using the full datasets. The 90% quantiles of relative areas for maps produced using random data subsets are listed in parentheses.

Table S4 Degree of spatial aggregation exhibited by each species for each time-ordered data subset sample size.

Table S5 Proportion of full thermal niche breadth represented by time-ordered collection datasets.

Table S6 Proportion of full precipitation niche breadth represented by time-ordered collection datasets.

Table S7 Proportion of full seasonality of precipitation niche breadth represented by time-ordered collection datasets.

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