PANGAEA_912506 Current and future tree ferns distribution and diversity patterns in subtropical Atlantic Forest de Gasper, André Luís; Grittz, Guilherme Salgado; Russi, Carlos Henrique; Schwartz, Carlos Eduardo; Rodrigues, Arthur Vinicius Current and future tree ferns distribution and diversity patterns in subtropical Atlantic Forest 2020-02-25 PANGAEA Dataset https://doi.pangaea.de/10.1594/PANGAEA.912506 Investigator André Luís de Gasper algasper@furb.br Earth Science LATITUDE LONGITUDE Species geoscientificInformation Beta-diversity Climate change Cyatheaceae Dicksoniaceae species distribution modelling tree ferns Complete -30.2475 -23.5228 -56.92944 -45.561080000000004 unrestricted CC-BY-4.0: Creative Commons Attribution 4.0 International English PANGAEA Data Publisher for Earth & Environmental Science https://www.pangaea.de/ Data Center Contact Michael Diepenbroek info@pangaea.de

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Bremen Bremen 28359 Germany online 1151 data points text/tab-separated-values de Gasper, André Luís; Grittz, Guilherme Salgado; Russi, Carlos Henrique; Schwartz, Carlos Eduardo; Rodrigues, Arthur Vinicius (in review): Expected impacts of climate change on tree ferns distribution and diversity patterns in subtropical Atlantic Forest. https://doi.org/10.1101/2020.01.16.909614 Tree ferns distribution and diversity patterns in subtropical Atlantic Forest: "SDM" R script to predict current and future distributions of each tree fern species and "beta" script to calculated the β-diversity as the total variance of the community and species maps (URI: https://store.pangaea.de/Publications/GasperAL-etal_2020/tree_ferns_distribution_diversity.zip) Legendre, Pierre (2014): Interpreting the replacement and richness difference components of beta diversity. Global Ecology and Biogeography, 23(11), 1324-1334, https://doi.org/10.1111/geb.12207 Legendre, Pierre; De Cáceres, Miquel (2013): Beta diversity as the variance of community data: dissimilarity coefficients and partitioning. Ecology Letters, 16(8), 951-963, https://doi.org/10.1111/ele.12141

In "sp_data.csv" file, we gathered 1,167 tree ferns records related to 15 species, from the literature and herbaria (using SpeciesLink - http://splink.cria.org and GBIF Global Biodiversity Information Facility - https://www.gbif.org). We used "SDM" R-script to predict current and future distributions of each tree fern species, based on occurrence records and bioclimatic variables. Our SDMs were formulated using the sdm R-package, through five different algorithms. To avoid biases created by choosing a single statistical algorithm, we built a single final model through an ensemble approach. Using the "beta" script and species maps, we calculated the β-diversity as the total variance of the community (Total β-diversity, or BDTOTAL; sensu Legendre & De Cáceres 2013) and it was subsequently decomposed in Local Contributions to β-Diversity (LCBD). We calculated BDTOTAL based on the Jaccard dissimilarity coefficient (1- similarity). Then, the LCBD was determined based on the partition of BDTOTAL between the cells (Legendre & De Cáceres 2013). The significance of the LCBD values for each cell was obtained through 999 permutations, where the species are distributed randomly and independently along the grid and the LCBD values are calculated for each random distribution. Significant LCBD values were those with p-value < 0.05. We also followed Legendre (2014) by partitioning the BDTOTAL ​​in species replacement and richness difference components. All β-diversity metrics were calculated with the adespatial R-package using the functions beta.div and beta.div.comp. ** For all details see the full metadata description at "https://doi.pangaea.de/10.1594/PANGAEA.912506"!

http://en.wikipedia.org/wiki/ISO_6709 LATITUDE http://en.wikipedia.org/wiki/ISO_6709 LONGITUDE https://doi.org/10.1101/2020.01.16.909614 Expected impacts of climate change on tree ferns distribution and diversity patterns in subtropical Atlantic Forest https://doi.org/10.1111/ele.12141 Beta diversity as the variance of community data: dissimilarity coefficients and partitioning https://doi.org/10.1111/geb.12207 Interpreting the replacement and richness difference components of beta diversity https://en.wikipedia.org/wiki/Species Species https://store.pangaea.de/Publications/GasperAL-etal_2020/tree_ferns_distribution_diversity.zip Tree ferns distribution and diversity patterns in subtropical Atlantic Forest: "SDM" R script to predict current and future distributions of each tree fern species and "beta" script to calculated the β-diversity as the total variance of the community and species maps DIF 9.4 2020-02-25 2026-04-30