Roadkill risk in European birds: The role of detection and plumage colouration
Data files
Jul 14, 2025 version files 47.12 KB
-
dataset_Morelli_Benedetti_2025_roadkill_and_colours.csv
39.63 KB
-
README.md
7.49 KB
Abstract
Wildlife-vehicle collisions (WVCs) are a significant cause of mortality among European birds. This poses a threat to the conservation of birds because pervasive human-related structures, such as road networks, are expected to expand over the continent in the next few decades. For this reason, a good understanding of the traits that make a bird species more vulnerable to being killed through a collision with a vehicle is essential. Traits such as body mass, plumage colouration, boldness, and behavioural characteristics can shape roadkill risks. Here, we first tested the presence of a phylogenetic signal in the roadkill rate of a pool of 55 European birds. Then, we explored the potential correlation between roadkill rate and several ecological characteristics of species. Overall, the incidence of casualties among bird species does not covary with phylogeny. Territoriality, body size, migratory strategy and diet were not significantly associated with roadkill rates in European birds. However, we found that more conspicuous birds and species characterised by a high percentage of dark brown colouration in their plumage were more affected by roadkill. The colour combinations brown dark with brown light and brown dark with grey dark seem less associated with higher roadkill rates. No correlation was found between roadkill rate and single-colour dominance (e.g., a high colour inequality) in European birds. Our findings suggest that a) species exhibiting more boldness and less shyness against humans (e.g., easier to be detected) are also species overall more active and consequently more likely to collide with vehicles on the roads, and b) some colours could play a role in the risk assessment of WVC for birds.
Dataset DOI: 10.5061/dryad.3r2280gv1
Description of the data and file structure
Dataset with ecological characteristics of birds, roadkill rate, and plumage colouration as described in Delhey et al. 2023.
Files and variables
File: dataset_Morelli_Benedetti_2025_roadkill_and_colours.csv
Description:
Variables
Variable Detail Source
Species: Species name https://doi.org/10.1890/13-1917.1
Common name: English name https://doi.org/10.1890/13-1917.1
Roadkill rate: Roadkill rate corrected is the number of individuals killed per kilometre of road per year for each species, corrected by accounting for the carcass persistence probability https://doi.org/10.1002/fee.2216
IUCN.category: Extinct (EX), Extinct in the Wild (EW), Critically Endangered (CR), Endangered (EN), Vulnerable (VU), Near Threatened (NT), Least Concern (LC), or Data Deficient (DD) https://www.iucnredlist.org/
Detection rate: level of detectability of the given species in areas where their occurrence was first confirmed https://doi.org/10.3389/fevo.2021.671492
Body mass (g): body mass in grams https://doi.org/10.1890/13-1917.1
Diet: main type of diet preference is classified into the following categories: granivorous, granivorous-insectivorous, insectivorous, and omnivorous/scavenger https://doi.org/10.1890/13-1917.1
Family: family https://www.iucnredlist.org/
Order: order https://www.iucnredlist.org/
black_36_34_31: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
blue.dark_58_81_126: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
blue.light_118_156_200: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
brown.dark_108_89_54: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
brown.light_171_148_95: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
green.dark_56_98_48: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
green.light_138_172_81: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
grey.dark_90_85_80: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
grey.light_153_150_143: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
purple.dark_86_61_123: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
purple.light_192_139_179: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
red.dark_161_51_37: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
red.light_225_113_80: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
rufous.dark_131_71_46: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
rufous.light_200_128_80: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
white_229_228_223: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
yellow_229_211_134: proportion of the body covered by each human-visible colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
Territoriality: non-territorial, weakly territorial or territorial https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
Migration strategy: resident, partially migrant, strict migrant https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
Colouration inequality: (Gini index), Gini inequality index applied to all columns with the relative proportion of colours
1st dominant colour: colour covering the largest proportion of the body https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
2nd dominant colour: second colour covering a larger proportion of the body https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
3rd dominant colour: third colour covering a larger proportion of the body https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
Dominant colours combination (two levels): combination of 1st dominant colour and 2nd dominant colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
Dominant colours combination (three levels): combination of 1st dominant colour, 2nd dominant colour and 3rd dominant colour https://doi-org.infozdroje.czu.cz/10.1073/pnas.221769212
Code/software
No specific code was generated.
Access information
Data was derived from the following sources:
-
Data on plumage colouration was The data about bird species colouration were published by Delhey et al. 2023 and is publicly available at this link:
https://www.pnas.org/doi/10.1073/pnas.2217692120#supplementary-materials
Delhey, K., Valcu, M., Muck, C., Dale, J., & Kempenaers, B. (2023). Evolutionary predictors of the specific colors of birds. Proceedings of the National Academy of Sciences, 120(34), e2217692120. https://doi.org/10.1073/pnas.2217692120
