Data from: Global patterns of colouration complexity in the Paridae: Effects of climate and species characteristics across body regions
Data files
Jun 26, 2025 version files 304.15 KB
-
bbdd_back.csv
59.14 KB
-
bbdd_chest.csv
59.14 KB
-
bbdd_head.csv
59.13 KB
-
bbdd_whole.csv
59.13 KB
-
bbdd_wing.csv
59.12 KB
-
README.md
8.50 KB
Abstract
Avian plumage colouration is an iconic example of trait variability among species. Sexual, social, and natural selection, and the environmental variables modulating them, may explain this variability. So far, most research exploring environmental effects on the variability of plumage colouration has focused on the variation in overall plumage darkness. Research on other aspects of colour variation, such as the diversity of colours exhibited by a species (i.e., colour complexity), is limited and has provided inconsistent results. Besides, colour complexity has mostly been analysed at the whole plumage level, despite the possibility that different plumage patches may be sensitive to different environmental factors. Here, we quantify male and female coloration in 58 species of the family Paridae, and use multi-predictor Bayesian phylogenetic mixed models to estimate the relationship of coloration with environment and certain species-specific characteristics. We consider both the colouration of the whole body and the coloration of four separate colour patches (head, chest, back, and wing). We find that Paridae species in climates with greater seasonality and intermediate temperatures present more complex colouration than do species in other climates. In addition, males, relatively small species, and species with relatively greater sexual dichromatism have more complex plumage colouration than otherwise. We find that the numbers of predators and sympatric conspecifics are more associated with female coloration than with male coloration. Finally, the strength of associations with colour complexity are specific to each plumage region: species recognition, beak shape, and climate variables related to competition for reproductive resources (i.e. seasonality of temperature and precipitation), are more strongly associated with colouration complexity of the head and breast than with that of the back and wing. Overall, our results illustrate the importance of climatic and social variables, the link between colour complexity and dichromatism in both sexes, and the analysis of distinct plumage areas for understanding global patterns of colouration complexity and the processes that promote them.
https://doi.org/10.5061/dryad.sn02v6xg6
Description of the data and file structure
Dataset required to replicate the analyses from: Global patterns of colouration complexity in the Paridae: effects of climate and species characteristics across body regions. The dataset contains information of colour complexity in the paridae family taken using a spectrophotometer and the specimens available at the Natural History Museum at Tring. Besides, it also contains several climatic and biotic variables specific to each species taken from public sources (UICN, WorldClim, AVONET...).
Files and variables
File: bbdd_chest.csv
Description: Data for the specific analysis exploring the variation in chest colour complexity
Variables
- mat: Mean annual temperature (ºC)
- p: Annual precipitation (mm)
- pc_varp: Precipitation variability
- pc_vart: Temperature variability
- pc_size: Body size
- pc_beak: Beak size
- number_pred: Number of sympatric predators
- number_symp: Number of sympatric confamilials
- habitatb: Habitat breadth
- migrant: Migratory status (Altitudinal migrant vs year round resident)
- mean_dS: Sexual dichromatism
- sex_2: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum.
- sex_3: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- sex_4: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- sex_5: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- name_tree2: Species id.
- logchest_vol: log transformed colour complexity of the chest
- phylo: name of the species to connect with the phylogeny.
File: bbdd_back.csv
Description: Data for the specific analysis exploring the variation in back colour complexity
Variables
- mat: Mean annual temperature (ºC)
- p: Annual precipitation (mm)
- pc_varp: Precipitation variability
- pc_vart: Temperature variability
- pc_size: Body size
- pc_beak: Beak size
- number_pred: Number of sympatric predators
- number_symp: Number of sympatric confamilials
- habitatb: Habitat breadth
- migrant: Migratory status (Altitudinal migrant vs year round resident)
- mean_dS: Sexual dichromatism
- sex_2: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum.
- sex_3: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- sex_4: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- sex_5: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- name_tree2: Species id.
- loghead_vol: log transformed colour complexity of the head
- phylo: name of the species to connect with the phylogeny.
File: bbdd_whole.csv
Description: Data for the specific analysis exploring the variation in colour complexity** of the whole body**
Variables
- mat: Mean annual temperature (ºC)
- p: Annual precipitation (mm)
- pc_varp: Precipitation variability
- pc_vart: Temperature variability
- pc_size: Body size
- pc_beak: Beak size
- number_pred: Number of sympatric predators
- number_symp: Number of sympatric confamilials
- habitatb: Habitat breadth
- migrant: Migratory status (Altitudinal migrant vs year round resident)
- mean_dS: Sexual dichromatism
- sex_2: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum.
- sex_3: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- sex_4: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- sex_5: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- name_tree2: Species id.
- logvol: log transformed colour complexity of the whole body
- phylo: name of the species to connect with the phylogeny.
File: bbdd_head.csv
Description: Data for the specific analysis exploring the variation in colour complexity** of the head**
Variables
- mat: Mean annual temperature (ºC)
- p: Annual precipitation (mm)
- pc_varp: Precipitation variability
- pc_vart: Temperature variability
- pc_size: Body size
- pc_beak: Beak size
- number_pred: Number of sympatric predators
- number_symp: Number of sympatric confamilials
- habitatb: Habitat breadth
- migrant: Migratory status (Altitudinal migrant vs year round resident)
- mean_dS: Sexual dichromatism
- sex_2: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum.
- sex_3: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- sex_4: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- sex_5: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- name_tree2: Species id.
- loghead_vol: log transformed colour complexity of the head
- phylo: name of the species to connect with the phylogeny.
File: bbdd_wing.csv
Description: Data for the specific analysis exploring the variation in colour complexity** of the wing**
Variables
- mat: Mean annual temperature (ºC)
- p: Annual precipitation (mm)
- pc_varp: Precipitation variability
- pc_vart: Temperature variability
- pc_size: Body size
- pc_beak: Beak size
- number_pred: Number of sympatric predators
- number_symp: Number of sympatric confamilials
- habitatb: Habitat breadth
- migrant: Migratory status (Altitudinal migrant vs year round resident)
- mean_dS: Sexual dichromatism
- sex_2: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum.
- sex_3: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- sex_4: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- sex_5: Sex of the specimen. In P. hypermelanea the sex was randomly assigned as the specimen sex was not described in the museum. This is an alternative sex assignation in P. hypermelanea
- name_tree2: Species id.
- logwing_vol: log transformed colour complexity of the wing
- phylo: name of the species to connect with the phylogeny.
Code/software
Global_patterns_of_colouration_complexity_in_the_Paridae. Rmd: Code to replicate the analyses in "Global patterns of colouration complexity in the Paridae: effects of climate and species characteristics across body regions"* to model hypothesized causal relationships affecting bird plumage colour complexity, then fits a series of Bayesian regression models (via brms) to assess the impact of environmental, morphological, and ecological predictors on colour traits, separately for whole body and head regions, while accounting for phylogenetic structure.*
