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Included Datasets

species_traits
Species x Traits of Western Europe Mammals
site_species
Sites x Species of Western Europe Mammals
site_locations
Sites x Locations of Western Europe Mammals
species_categories
Species x Categories of Western Europe Mammals

Formatting Functions

Transform your raw dataset to the expected format by funbiogeo

fb_format_site_locations()
Extract site x locations information from long format data
fb_format_site_species()
Extract site x species information from long format data
fb_format_species_categories()
Extract species x categories information from long format data
fb_format_species_traits()
Extract species x traits information from long format data

Coverage functions

Count species, traits, sites by trait/species coverage (proportion of species with known traits/present). Also filter datasets based on their coverages.

Count functions

fb_count_sites_by_species()
Count Number of Sites Occupied by Species
fb_count_species_by_site()
Count Number of Species per Site
fb_count_species_by_trait()
Count Number of Species for Each Trait
fb_count_traits_by_species()
Compute Number of Known Trait(s) per Species

Trait coverage functions

fb_get_trait_combination_coverage()
Compute site trait coverage for each trait combination
fb_get_trait_coverage_by_site()
Compute Trait Coverage For Each Site Weighted by Abundance
fb_get_all_trait_coverages_by_site()
Compute Trait Coverage per Site for Each Trait

Filtering functions

fb_filter_sites_by_species_coverage()
Filter sites with a given species coverage threshold
fb_filter_sites_by_trait_coverage()
Filter sites with a given trait coverage threshold
fb_filter_species_by_site_coverage()
Filter species with a given sites coverage threshold
fb_filter_species_by_trait_coverage()
Filter species with a given traits coverage threshold
fb_filter_traits_by_species_coverage()
Filter traits with a given species coverage threshold

Functional Diversity Functions

fb_cwm()
Compute community-weighted means (CWM) of trait values

Upscaling functions

Aggregate your site data over a coarser spatial grid

fb_get_environment()
Extract Raster Values at Location of Sites
fb_aggregate_site_data()
Aggregate Site Data Along Coarser Spatial Grid

Visualization & Summary functions

Maps

fb_map_raster()
Map a Single Raster Layer
fb_map_site_data()
Map Arbitrary Site Data
fb_map_site_traits_completeness()
Map Trait Coverage Per Site

Regular plots and summary

fb_plot_distribution_site_trait_coverage()
Plot Distribution of Trait Coverages across all Sites
fb_plot_number_sites_by_species()
Plot Number of Sites by Species
fb_plot_number_species_by_trait()
Plot Number of Species per Trait
fb_plot_number_traits_by_species()
Plot Number of Traits per Species
fb_plot_site_environment()
Plot Position of Sites in Environmental Space
fb_plot_site_traits_completeness()
Plot Trait Coverage per Site for each Trait
fb_plot_species_traits_completeness()
Plot Trait Coverage per Species for each Trait
fb_plot_species_traits_missingness()
Plot Trait Coverage per Species for each Trait
fb_plot_trait_combination_frequencies()
Plot Present and Missing Trait Combinations Frequencies
fb_plot_trait_correlation()
Plot Trait Correlation Matrix
fb_table_trait_summary()
Summary Table on Traits (Missingness, Range, etc.)

Pre-analysis R Markdown report

fb_make_report()
Create an R Markdown Report on Site/Species/Trait Coverage with Plots