Thackeray, S. J. et al. Phenological sensitivity to climate across taxa and trophic levels. Nature 535, 241–245 (2016).
Parmesan, C. & Yohe, G. A globally coherent fingerprint of climate change impacts across natural systems. Nature 421, 37–42 (2003).
Root, T. L. et al. Fingerprints of global warming on wild animals and plants. Nature 421, 57–60 (2003).
Walther, G. R. et al. Ecological responses to recent climate change. Nature 416, 389–395 (2002).
Ge, Q. S., Wang, H. J., Rutishauser, T. & Dai, J. H. Phenological response to climate change in China: a meta-analysis. Glob. Chang. Biol. 21, 265–274 (2015).
While, G. M. & Uller, T. Quo vadis amphibia? Global warming and breeding phenology in frogs, toads and salamanders. Ecography 37, 921–929 (2014).
Brown, C. J. et al. Ecological and methodological drivers of species’ distribution and phenology responses to climate change. Glob. Chang. Biol. 22, 1548–1560 (2016).
Rosenzweig, C. et al. Attributing physical and biological impacts to anthropogenic climate change. Nature 453, 353–357 (2008).
Menzel, A. et al. European phenological response to climate change matches the warming pattern. Glob. Chang. Biol. 12, 1969–1976 (2006).
Barbraud, C. & Weimerskirch, H. Antarctic birds breed later in response to climate change. Proc. Natl Acad. Sci. USA 103, 6248–6251 (2006).
Both, C. et al. Avian population consequences of climate change are most severe for long-distance migrants in seasonal habitats. Proc. R. Soc. B 277, 1259–1266 (2010).
Hegland, S. J., Nielsen, A., Lazaro, A., Bjerknes, A. L. & Totland, O. How does climate warming affect plant-pollinator interactions? Ecol. Lett. 12, 184–195 (2009).
Lane, J. E., Kruuk, L. E. B., Charmantier, A., Murie, J. O. & Dobson, F. S. Delayed phenology and reduced fitness associated with climate change in a wild hibernator. Nature 489, 554–557 (2012).
Visser, M. E. & Holleman, L. J. M. Warmer springs disrupt the synchrony of oak and winter moth phenology. Proc. R. Soc. B 268, 289–294 (2001).
McKinney, A. M. et al. Asynchronous changes in phenology of migrating broad-tailed hummingbirds and their early-season nectar resources. Ecology 93, 1987–1993 (2012).
Mas-Coma, S., Valero, M. A. & Bargues, M. D. Climate change effects on trematodiases, with emphasis on zoonotic fascioliasis and schistosomiasis. Vet. Parasitol. 163, 264–280 (2009).
Yu, H. Y., Luedeling, E. & Xu, J. C. Winter and spring warming result in delayed spring phenology on the Tibetan Plateau. Proc. Natl Acad. Sci. USA 107, 22151–22156 (2010).
Wolkovich, E. M., Cook, B. I. & Davies, T. J. Progress towards an interdisciplinary science of plant phenology: Building predictions across space, time and species diversity. New Phytol. 201, 1156–1162 (2014).
Lajeunesse, M. J. On the meta-analysis of response ratios for studies with correlated and multi-group designs. Ecology 92, 2049–2055 (2011).
van Houwelingen, H. C., Arends, L. R. & Stijnen, T. Advanced methods in meta-analysis: multivariate approach and meta-regression. Stat. Med. 21, 589–624 (2002).
Inouye, D. W., Barr, B., Armitage, K. B. & Inouye, B. D. Climate change is affecting altitudinal migrants and hibernating species. Proc. Natl Acad. Sci. USA 97, 1630–1633 (2000).
Lawrimore, J. H. et al. An overview of the global historical climatology network monthly mean temperature data set, version 3. J. Geophys. Res. Atmos. 116, D19121 (2011).
Lajeunesse, M. J. Meta-analysis and the comparative phylogenetic method. Am. Nat. 174, 369–381 (2009).
Field, C. B. & Van Aalst, M. Climate Change 2014: Impacts, Adaptation, and Vulnerability Section 1 (eds Field, C. B. et al.) (IPCC, Cambridge Univ. Press, 2014).
Paternoster, R., Brame, R., Mazerolle, P. & Piquero, A. Using the correct statistical test for the equality of regression coefficients. Criminology 36, 859–866 (1998).
Gillooly, J. F., Brown, J. H., West, G. B., Savage, V. M. & Charnov, E. L. Effects of size and temperature on metabolic rate. Science 293, 2248–2251 (2001).
Ovaskainen, O. et al. Community-level phenological response to climate change. Proc. Natl Acad. Sci. USA 110, 13434–13439 (2013).
Lehikoinen, E., Sparks, T. H. & Zalakevicius, M. Arrival and departure dates. Adv. Ecol. Res. 35, 1–31 (2004).
Gordo, O. Why are bird migration dates shifting? A review of weather and climate effects on avian migratory phenology. Clim. Res. 35, 37–58 (2007).
IPCC Climate Change 2014: Synthesis Report (eds Core Writing Team, Pachauri, R. K. & Meyer L. A.) (Cambridge Univ. Press, 2015).
Viechtbauer, W. Conducting meta-analyses in R with the metafor package. J. Stat. Softw. 36, 1–48 (2010).
Dunning, J. B. Jr CRC Handbook of Avian Body Masses (CRC, Boca Raton, Florida, 1992).
Dell, A. I., Pawar, S. & Savage, V. M. Systematic variation in the temperature dependence of physiological and ecological traits. Proc. Natl Acad. Sci. USA 108, 10591–10596 (2011).
Garcia-Barros, E. Body size, egg size, and their interspecific relationships with ecological and life history traits in butterflies (Lepidoptera: Papilionoidea, Hesperioidea). Biol. J. Linn. Soc. 70, 251–284 (2000).
Karlsson, B. Resource allocation and mating systems in butterflies. Evolution 49, 955–961 (1995).
Trochet, A. et al. A database of life-history traits of European amphibians. Biodivers. Data J. 2, e4123 (2014).
Brose, U. Body sizes of consumers and their resources: Ecological archives E086-135. Ecology 86, 2545–2545 (2005).
Jones, K. E. et al. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals: Ecological Archives E090-184. Ecology 90, 2648–2648 (2009).
Myers, P. et al. The Animal Diversity Web (2016); http://animaldiversity.org
Williams, R. N. & MacGowan, B. J. in Proc. Indiana Acad. Sci. (eds Hay, O. P. et al.) 147–150 (1891).
Chown, S. L. et al. Scaling of insect metabolic rate is inconsistent with the nutrient supply network model. Funct. Ecol. 21, 282–290 (2007).
Hódar, J. The use of regression equations for the estimation of prey length and biomass in diet studies of insectivore vertebrates. Miscell. Zool. 20, 1–10 (1997).
Wickham, H. ggplot2: Elegant Graphics for Data Analysis (Springer, New York, 2009).
Viechtbauer, W. Conducting meta-analyses in with the metafor package. J. Statistical Softw. 36, 3 (2010).
Olkin, I. & Finn, J. D. Correlations redux. Psychol. Bull. 118, 155–164 (1995).
Becker, B. J. in Handbook of Applied Multivariate Statistics and Mathematical Modeling (eds Tinsley, H. & Brown, S.) 499–526 (Academic, Cambridge, MA, 2000).
Higham, N. J. Computing the nearest correlation matrix—A problem from finance. IMA J. Numer. Anal. 22, 329–343 (2002).
Paradis, E., Claude, J. & Strimmer, K. APE: Analyses of phylogenetics and evolution in R language. Bioinformatics 20, 289–290 (2004).
Grafen, A. The phylogenetic regression. Phil. Trans. R. Soc. B 326, 119–157 (1989).
Hedges, S. B., Dudley, J. & Kumar, S. TimeTree: a public knowledge-base of divergence times among organisms. Bioinformatics 22, 2971–2972 (2006).
Betancur-R, R. et al. The tree of life and a new classification of bony fishes. PLOS Current. Tree Life https://doi.org/10.1371/currents.tol.53ba26640df0ccaee75bb165c8c26288 (2013).
Meredith, R. W. et al. Impacts of the Cretaceous terrestrial revolution and KPg extinction on mammal diversification. Science 334, 521–524 (2011).
Shaffer, H. B. & McKnight, M. L. The polytypic species revisited: Genetic differentiation and molecular phylogenetics of the tiger salamander Ambystoma tigrinum (Amphibia: Caudata) complex. Evolution 50, 417–433 (1996).
Moriarty, E. C. & Cannatella, D. C. Phylogenetic relationships of the North American chorus frogs (Pseudacris: Hylidae). Mol. Phylogenet Evol. 30, 409–420 (2004).
Jetz, W., Thomas, G. H., Joy, J. B., Hartmann, K. & Mooers, A. O. The global diversity of birds in space and time. Nature 491, 444–448 (2012).
Podar, M., Haddock, S. H. D., Sogin, M. L. & Harbison, G. R. A molecular phylogenetic framework for the phylum Ctenophora using 18S rRNA genes. Mol. Phylogenet Evol. 21, 218–230 (2001).
Regier, J. C. et al. A large-scale, higher-level, molecular phylogenetic study of the insect order Lepidoptera (moths and butterflies). PLoS ONE 8, e58568 (2013).
Trautwein, M. D., Wiegmann, B. M., Beutel, R., Kjer, K. M. & Yeates, D. K. Advances in insect phylogeny at the dawn of the postgenomic era. Annu. Rev. Entomol. 57, 449–44 (2012).
Wahlberg, N. et al. Synergistic effects of combining morphological and molecular data in resolving the phylogeny of butterflies and skippers. Proc. R. Soc. B 272, 1577–1586 (2005).
Freitas, A. V. L. & Brown, K. S. Phylogeny of the Nymphalidae (Lepidoptera). Syst. Biol. 53, 363–383 (2004).
Dumont, H. J., Vierstraete, A. & Vanfleteren, J. R. A molecular phylogeny of the Odonata (Insecta). Syst. Entomol. 35, 6–18 (2010).
