Urbanisation is related to the prevalence of threatened species on islands across the globe
Data files
Dec 05, 2025 version files 476.77 KB
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Data_binom_unscaled.csv
177.36 KB
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Data_binom.csv
281.66 KB
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README.md
2.01 KB
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script_GEBsubmission.R
15.74 KB
Abstract
Aim
To assess how environmental characteristics and human impacts contribute to the global prevalence of threatened bird species on islands globally, and to identify which types of anthropogenic land use are most strongly associated with extinction risk on islands.
Location
Global
Time period
Present-day extant species and land-use patterns
Major taxa studied
Terrestrial birds
Methods
We compiled bird species occurrence and conservation status data from BirdLife International and eBird, alongside environmental and land-use variables for islands. We grouped nine predictor variables into three categories: island characteristics (e.g., area, isolation, climate), human impacts (urban cover, cropland, human appropriation of NPP), and wildlands (intact habitat). Using model selection and BIC-based model weights, we evaluated the relative support for each variable group and assessed which factors best explained the prevalence of threatened species (i.e., the proportion of threatened to non-threatened species per island).
Results
Models including both island characteristics and human impact variables explained ~40% of the variation in the prevalence of currently threatened bird species across islands. The strongest predictor overall was island type: oceanic islands exhibited significantly higher threatened species prevalence than continental islands. Among human impact variables, urban land cover had the most substantial effect, with highly urbanized islands showing up to a five-fold increase in threatened species prevalence.
Main conclusions
The prevalence of currently threatened species across islands is shaped by the interplay between environmental conditions and anthropogenic pressures. Our findings highlight urbanization as a particularly potent driver of extinction risk, especially on oceanic islands. This study underscores the need to update island biogeography frameworks to explicitly account for human-driven impacts, as island ecosystems are increasingly reshaped by global land-use transformations.
Data_binom_unscaled.csv - table with the raw data used for the analysis
Data_binom.csv - table with the data scaled used for the analysis
script_GEBsubmission.R - script containing all the analysis of this study
ulm_id - unique id number of each island. The ulm_id follows the data extracted from Weigelt el al. 2013
all_sp - total number of species present in the island
Temperature - mean annual temperature registered in the island (Celsius)
Precip- mean annual precipitation registered in the island (milimiters)
Arealog - total island area (log transformed)
Elevlog - mean elevation of the island (log transformed)
Distlog - linear distance between the island and the continent (log transformed)
NPPlog - mean net primary productivity in the island (log transformed)
GMMCfact and GMMCisl- Last Maximum Glacial Connection to mainland, binomial variable (0= not connected, 1= connected)
n_threat_noNT - number of threatened species registered (Red list categories= VU,EN, CR) in the island
not_threat - number of species in of Least Concern (not threatened) in the island
HANPP_prop - percentage of the net primary productivity appropriated by human activities
Land use classes following Ellis et al., 2021 https://www.pnas.org/doi/abs/10.1073/pnas.2023483118
Wild -wildlands (log transformed)
SemiWild1- proportion of island area covered by wildlands and remote woodlands
SemiWild2- proportion of island area covered by wildlands, remote woodlands and cultured woodlands
Range- proportion of island area covered by rangelands
Crop - proportion of island area covered by croplands
Settle- proportion of island area covered by villages and mixed settlements
AllImpacts- sum of all human land uses except wildlands and seminatural
Urb1- proportion of island area covered by urban areas and dense settlements
Urb2 - roportion of island area covered by urban areas only
id- observation-level random effect
decimal separation (.) - UK format
