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Data and code necessary to reproduce results from "Global patterns of diversity and distribution in Aspergillus fungi are driven by human and environmental influences" Riedling et al., 2025

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Figshare2025-07-24 更新2026-04-28 收录
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https://figshare.com/articles/dataset/Data_and_code_necessary_to_reproduce_results_from_b_Global_patterns_of_diversity_and_distribution_b_b_i_i_b_b_in_b_b_i_i_b_b_i_Aspergillus_i_b_b_fungi_are_driven_by_human_and_environmental_influences_b_Riedling_et_al_2025/27064335
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Data files and code that can be used to reproduce data for: Global patterns of diversity and distribution in Aspergillus fungi are driven by human and environmental influencesraw_coordinates_GlobalFungi.csv - all species coordinates obtained from the GlobalFungi databasetraining_data_section.csv - training data used for random forest section distribution models (details for each environmental variable are provided in supplemental dataset S6 of https://doi.org/10.1073/pnas.2316031121)training_data_species.csv - training data used for random forest species distribution models training_data_future.csv - training data used for random forest section distribution models under future climate change scenarios (details for each environmental variable are provided in supplemental table S7)section_distribution_pngs - directory containing section distribution maps (pngs) predicted for every section that met performance thresholdsspecies_distribution_pngs - directory containing species distribution maps (pngs) predicted for every species that met performance thresholdsfuture_section_distribution_pngs - directory containing section distribution maps (pngs) predicted for every section that met performance thresholds under future climate change scenariossection_distribution_rasters - directory containing raster files representing the predicted geographic distributions of every section included that met performance thresholds (tifs)species_distribution_rasters - directory containing raster files representing the predicted geographic distributions of every species included that met performance thresholds (tifs)future_section_distribution_rasters - directory containing raster files representing the predicted geographic distributions of every section included that met performance thresholds (tifs)mean_values_per_ecoregion_section - mean values of all 96 environmental variables per ecoregion used in the regressions and relative importance analysis for the section level datasetmean_values_per_ecoregion_species - mean values of all 96 environmental variables per ecoregion used in the regressions and relative importance analysis for the species level datasetsection_distribution_modeling.r - script to replicate section distribution predictionsrange_overlap_maps.r - script to replicate range and range overlap analysesfuture_section_distribution_modeling.r - script to replicate section distribution predictions under different climate change scenarios
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2025-07-24
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