Published February 4, 2022 | Version v1
Dataset Open

Biological traits of seabirds predict extinction risk and vulnerability to anthropogenic threats

  • 1. Memorial University of Newfoundland
  • 2. University of Gothenburg

Description

Aim

Seabirds are heavily threatened by anthropogenic activities and their conservation status is deteriorating rapidly. Yet, these pressures are unlikely to uniformly impact all species. It remains an open question if seabirds with similar ecological roles are responding similarly to human pressures. Here we aim to: 1) test whether threatened vs non-threatened seabirds are separated in trait space; 2) quantify the similarity of species' roles (redundancy) per IUCN Red List Category; and 3) identify traits that render species vulnerable to anthropogenic threats.

Location

Global

Time period

Contemporary

Major taxa studied

Seabirds

Methods

We compile and impute eight traits that relate to species' vulnerabilities and ecosystem functioning across 341 seabird species. Using these traits, we build a mixed-data PCA of species' trait space. We quantify trait redundancy using the unique trait combinations (UTCs) approach. Finally, we employ a SIMPER analysis to identify which traits explain the greatest difference between threat groups.

Results

We find seabirds segregate in trait space based on threat status, indicating anthropogenic impacts are selectively removing large, long-lived, pelagic surface feeders with narrow habitat breadths. We further find that threatened species have higher trait redundancy, while non-threatened species have relatively limited redundancy. Finally, we find that species with narrow habitat breadths, fast reproductive speeds, and varied diets are more likely to be threatened by habitat-modifying processes (e.g., pollution and natural system modifications); whereas pelagic specialists with slow reproductive speeds and varied diets are vulnerable to threats that directly impact survival and fecundity (e.g., invasive species and biological resource use) and climate change. Species with no threats are non-pelagic specialists with invertebrate diets and fast reproductive speeds.

Main conclusions

Our results suggest both threatened and non-threatened species contribute unique ecological strategies. Consequently, conserving both threat groups, but with contrasting approaches may avoid potential changes in ecosystem functioning and stability.

Notes

We have uploaded the non-imputed trait data and the imputed trait data. Non-imputed data contain NA values. The R code to replicate the imputation is available on Github: https://github.com/CerrenRichards/seabird-extinction-risk.

Columns

binomial - species' Latin name

Order - the species' taxonomic order

Family - the species' taxomonic family

English - species' English name

clutch - the species' clutch size

body_mass_median - the species' body mass

GL - the species' generation length

hab_breadth - the species' habitat breadth

pelagic_specialist - is the species a pelagic specialist or non-pelagic specialist

foraging_guild - the species' foraging guild

migrate - is the species a migrant or non-migrant

diet_5cat - the species diet

IUCN - the species' IUCN Red List category (extracted in 2020)

Files

Imputed_Trait_Data.csv

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Additional details

Related works

Is cited by
10.1101/2020.09.30.321513 (DOI)