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Item: Title: Fitted models to empirical SADs. Item: Title: Estimated species richness. Item: Title: Impacts of sampling effort and species taxonomy. Item: Title: Predicted richness with increasing sample sizes. Item: Title: Discussion Item: Title: Methods Children: Item: Title: Tree density. Item: Title: Population sizes and species distributions. Item: Title: Amazonian tree-species richness. Children: Item: Title: Logseries extension (LSE). Item: Title: Logseries analytical (LS). Item: Title: Zero-truncated poisson lognormal (PLN). Item: Title: Zero-Truncated Negative binomial (TNB). Item: Title: Adding conspecific aggregation. Item: Title: Influence of increasing sample size. Item: Title: Acknowledgements Item: Title: Figure 1 Fit of SAD models to the species abundances from samples from the three ATDN data sets. Item: Title: Figure 2 Bias-corrected estimates of total species richness for each method and each data set. Item: Title: Figure 3 Extension of assumed logseries of estimated population sizes to predict the number of species in Amazonian forests. Item: Title: Figure 4 Expected species-accumulation curves from simulated samples logseries with conspecific clumping based on the 2019 data set. Item: Title: Table 1 Delta-AIC for each parametric model fitted to the empirical SAD constructed using the 2013 version of the data (less plots, old taxonomy), the updated 2013 version (less plots, updated taxonomy) and the 2019 version (more plots, updated taxonomy). Item: Title: Table 2 ABC model selection. 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Supplement: 0 FontDescriptor: FontName: WHCLUV+Corbel-Bold Flags: Symbolic FontBBox: -556, -239, 1155, 952 FontFile2: true XMP: application/pdf doi:10.1038/s41598-020-66686-3 Springer US Scientific Reports, doi:10.1038/s41598-020-66686-3 Biased-corrected richness estimates for the Amazonian tree flora Hans ter Steege Paulo I. 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