de Gasper André Luís algasper@furb.br 0000-0002-1940-9581 Grittz Guilherme Salgado 0000-0001-6500-4422 Russi Carlos Henrique 0000-0002-9073-6788 Schwartz Carlos Eduardo 0000-0002-9586-1537 Rodrigues Arthur Vinicius 0000-0003-2656-558X 2020 Current and future tree ferns distribution and diversity patterns in subtropical Atlantic Forest dataset https://doi.org/10.1594/PANGAEA.912506 2020-02-25T08:05:59 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. de Gasper André Luís algasper@furb.br 0000-0002-1940-9581 Grittz Guilherme Salgado 0000-0001-6500-4422 Russi Carlos Henrique 0000-0002-9073-6788 Schwartz Carlos Eduardo 0000-0002-9586-1537 Rodrigues Arthur Vinicius 0000-0003-2656-558X 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 https://store.pangaea.de/Publications/GasperAL-etal_2020/tree_ferns_distribution_diversity.zip Legendre Pierre 0000-0002-3838-3305 2014 Interpreting the replacement and richness difference components of beta diversity journal article Global Ecology and Biogeography 23(11) https://doi.org/10.1111/geb.12207 1324-1334 Legendre Pierre 0000-0002-3838-3305 De Cáceres Miquel 0000-0001-7132-2080 2013 Beta diversity as the variance of community data: dissimilarity coefficients and partitioning journal article Ecology Letters 16(8) https://doi.org/10.1111/ele.12141 951-963 -56.92944 -45.561080000000004 -30.2475 -23.5228 -49.816353918332254 -26.586652649869702 not specified 1151 CC-BY-4.0 Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/ LATITUDE Latitude http://en.wikipedia.org/wiki/ISO_6709 de Gasper André Luís algasper@furb.br 0000-0002-1940-9581 Latitude LONGITUDE Longitude http://en.wikipedia.org/wiki/ISO_6709 de Gasper André Luís algasper@furb.br 0000-0002-1940-9581 Longitude Species Species https://en.wikipedia.org/wiki/Species species de Gasper André Luís algasper@furb.br 0000-0002-1940-9581 Species citable Beta-diversity Climate change Cyatheaceae Dicksoniaceae species distribution modelling tree ferns author59833 author74140 author74141 author74142 author74143 author74144 author74164 geocode1600 geocode1601 journal4701 journal6178 license21 param7053 pi74141 ref103276 ref103290 ref103297 ref103298 term49384 term52634 term52635 term52636 term52637 term52638 term642 topotype1