Data and code needed to reproduce "The influence of geographic ranges, climatic niches, and temperature fluctuations on population variability"

Data and code to reproduce "The influence of geographic ranges, climatic niches, and temperature fluctuations on population variability"
Please, cite the appropriate data sources if using any of the data below.

The analyses_tencatenPRSB.r file has the code needed to reproduce the analyses and figures present in the manuscript. The functions_tencatenPRSB.r file has the functions needed to run the code in the analyses_tencatenPRSB.r file.
Resident_ranges.zip has the birdLife expert geographic range shape files for the species considered in our study. This file needs to be extracted in order to be able to import geographic ranges.
BBS_Phylo.nex has the phylogeny obtained from Jetz et al. (2012) used in our study.
BBS_Traits.csv has the body size and dispersal traits from the AVONET database (Tobias et al. 2022) for the species used in our study.
ChelseaCV.tif and ChelseaequalCV.tif are the rasters with temperature variability that were estimated from the CHELSA database (Karger et al. 2017) for conformal and Behrmann's equal area projections respectively.
Bio_PCA.tif and Bio_PCA_equal.tif are the rasters with the two first axes of the PCA of the 19 bioclimatic variables available in CHELSA (Karger et al. 2017) for conformal and Behrmann's equal area projections respectively.
aaw1313_data_s1.xlsx table with data used to obtain information on which species sampled by BBS that are resident. This table is available in the supporting information of Rosenberg et al. (2019)

Jetz, W., Thomas, G. H., Joy, J. B., Hartmann, K., & Mooers, A. O. (2012). The global diversity of birds in space and time. Nature, 491(7424), 444-448.
Karger, D. N., Conrad, O., Böhner, J., Kawohl, T., Kreft, H., Soria-Auza, R. W., ... & Kessler, M. (2017). Climatologies at high resolution for the earth’s land surface areas. Scientific data, 4(1), 1-20.
Rosenberg, K. V., Dokter, A. M., Blancher, P. J., Sauer, J. R., Smith, A. C., Smith, P. A., ... & Marra, P. P. (2019). Decline of the North American avifauna. Science, 366(6461), 120-124.
Tobias, J. A., Sheard, C., Pigot, A. L., Devenish, A. J., Yang, J., Sayol, F., ... & Schleuning, M. (2022). AVONET: morphological, ecological and geographical data for all birds. Ecology Letters, 25(3), 581-597.