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Articles

Unravelling the link between productivity and climate for two sympatric Acrocephalus warblers across Spain

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Pages 172-185 | Received 20 Jul 2023, Accepted 21 Feb 2024, Published online: 10 Jun 2024

References

  • Alambiaga, I., Carrasco, M., Ruiz, C., Mesquita-Joanes, F. & Monrós, J.S. 2021. Population trends and habitat selection of threatened marsh passerines in a protected Mediterranean wetland. Avian Conserv. Ecol. 16: 23.
  • Albouy, C., Delattre, V., Donati, G., Frölicher, T.L., Albouy-Boyer, S., Rufino, M., Pellissier, L., Mouillot, D. & Leprieur, F. 2020. Global vulnerability of marine mammals to global warming. Sci. Rep. 10: 548.
  • Ardia, D., Boudt, K., Carl, P., Mullen, K.M. & Peterson, B. 2011. Differential Evolution with DEoptim. R Journal 3: 27–34.
  • Arlettaz, R., Schaad, M., Reichlin, T.S. & Schaub, M. 2010. Impact of weather and climate variation on Hoopoe reproductive ecology and population growth. J. Ornith. 151: 889–899.
  • Austin, M. 2007. Species distribution models and ecological theory: a critical assessment and some possible new approaches. Ecol. Model. 200: 1–19.
  • Avery, M.I. & Krebs, J.R. 1984. Temperature and foraging success of Great Tits Parus major hunting for spiders. Ibis 126: 33–38.
  • Bailey, L.D. & van de Pol, M. 2016. Climwin: an R toolbox for climate window analysis. PLoS One 11: e0167980.
  • Barnes, A.E., Davies, J.G., Martay, B., Boersch-Supan, P.H., Harris, S.J., Noble, D.G., Pearce-Higgins, J.W. & Robinson, R.A. 2023. Rare and declining bird species benefit most from designating protected areas for conservation in the UK. Nat. Ecol. Evol. 7: 92–101.
  • Belda, E., Ferrandis, P. & Gil-Delgado, J. 1995. Clutch size variation and nest failure of the Serin Serinus serinus in orange groves. Ardeola 42: 1–10.
  • BirdLife International. 2021. European Red List of Birds. Publications Office of the European Union, Luxembourg.
  • Boucher-Lalonde, V., Morin, A. & Currie, D.J. 2014. A consistent occupancy–climate relationship across birds and mammals of the Americas. Oikos 123: 1029–1036.
  • Brlík, V., Pakanen, V.-M., Jaakkonen, T., Arppe, H., Jokinen, J., Lakka, J., Blomqvist, D., Hahn, S., Valkama, J. & Koivula, K. 2022. Survival fluctuation is linked to precipitation variation during staging in a migratory shorebird. Sci. Rep. 12: 19830.
  • Carrascal, L.M. & Palomino, D. 2008. Las aves comunes reproductoras en España. Población en 2004-2006. SEO/BirdLife, Madrid.
  • Castany, J. & López, G. 2006. El carricerín real en España. I Censo Nacional (2005). SEO/Birdlife, Madrid.
  • Ceresa, F., Belda, E.J., Brambilla, M., Gómez, J., Mompó, C. & Monrós, J.S. 2020. Factors shaping breeding phenology in birds: an assessment of two sympatric Acrocephalus warblers with different life histories. Ardeola 67: 371–385.
  • Ceresa, F., Belda, E.J., Gómez, J., Miñana, I.J., Soler, L., Villarroya, J. & Monrós, J.S. 2016. Differences in time and space use between two sympatric Acrocephalus warblers with similar diets. Bird Study 63: 172–180.
  • Chiffard, J., Delestrade, A., Yoccoz, N.G., Loison, A. & Besnard, A. 2019. Warm temperatures during cold season can negatively affect adult survival in an alpine bird. Ecol. Evol. 9: 12531–12543.
  • Csárdi, G. & Nepusz, T. 2006. The igraph software package for complex network research. InterJournal, Complex Systems 1695: 1–9.
  • Davey, C.M., Chamberlain, D.E., Newson, S.E., Noble, D.G. & Johnston, A. 2012. Rise of the generalists: evidence for climate driven homogenization in avian communities. Global Ecol. Biogeogr. 21: 568–578.
  • Dunn, P.O.D. & Winkler, D.W. 2010. Effects of climate change on timing of breeding and reproductive success in birds. In Møller, A.P., Fiedler, W. & Berthold, P. (ed) Effects of Climate Change on Birds, 113–128. Oxford University Press, Oxford, UK.
  • Eglington, S.M., Julliard, R., Gargallo, G., van der Jeugd, H.P., Pearce-Higgins, J.W., Baillie, S.R. & Robinson, R.A. 2015. Latitudinal gradients in the productivity of European migrant warblers have not shifted northwards during a period of climate change. Global Ecol. Biogeogr. 24: 427–436.
  • Franklin, A.B., Anderson, D.R., Gutiérrez, R.J. & Burnham, K.P. 2000. Climate, habitat quality, and fitness in Northern spotted Owl populations in northwestern California. Ecol. Monogr. 70: 539–590.
  • Frauenfeld, O.W. & Davis, R.E. 2003. Northern hemisphere circumpolar vortex trends and climate change implications. J. Geohys. Res. (D Atmos.) 108: 4423.
  • Friedman, J.H. 1991. Multivariate adaptive regression splines. Ann. Stat. 19: 1–67.
  • Friedman, J.H. 2001. Greedy function approximation: a gradient boosting machine. Ann. Stat. 29: 1189–1232.
  • Gardner, J.L., Clayton, M., Allen, R., Stein, J. & Bonnet, T. 2022. The effects of temperature extremes on survival in two semi-arid Australian bird communities over three decades, with predictions to 2104. Global Ecol. Biogeogr. 31: 2498–2509.
  • Greenwell, B. & Boehmke, B. 2020. Variable importance plots, an introduction to the vip package. R. J. 12: 343–366.
  • Halupka, L., Dyrcz, A. & Borowiec, M. 2008. Climate change affects breeding of Reed Warblers Acrocephalus scirpaceus. J. Avian Biol. 39: 95–100.
  • Hastie, T.J. & Tibshirani, R.J. 1990. Generalized Additive Models. Monographs on Statistics and Applied Probability. Chapman and Hall, London.
  • Herrando, S., Titeux, N., Brotons, L., Anton, M., Ubach, A., Villero, D., García-Barros, E., Munguira, M.L., Godinho, C. & Stefanescu, C. 2019. Contrasting impacts of precipitation on Mediterranean birds and butterflies. Sci. Rep. 9: 5680.
  • Hinsley, S.A., Rothery, P., Ferns, P.N., Bellamy, P.E. & Dawson, A. 2003. Wood size and timing of moult in birds: potential consequences for plumage quality and bird survival. Ibis 145: 337–340.
  • Illán, J.G., Thomas, C.D., Jones, J.A., Wong, W.-K., Shirley, S.M. & Betts, M.G. 2014. Precipitation and winter temperature predict long-term range-scale abundance changes in Western North American birds. Global Change Biol. 20: 3351–3364.
  • IPBES. (2023). Summary for Policymakers of the Thematic Assessment Report on Invasive Alien Species and their Control of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services. Roy, H. E., Pauchard, A., Stoett, P., Renard Truong, T., Bacher, S., Galil, B. S., Hulme, P. E., Ikeda, T., Sankaran, K. V., McGeoch, M. A., Meyerson, L. A., Nuñez, M. A., Ordonez, A., Rahlao, S. J., Schwindt, E., Seebens, H., Sheppard, A. W., and Vandvik, V. (eds.). IPBES secretariat, Bonn, Germany. 52 p. https://doi.org/10.5281/zenodo.7430692
  • Jensen, J.K., Ekroos, J., Watson, H., Salmón, P., Olsson, P. & Isaksson, C. 2023. Urban tree composition is associated with breeding success of a passerine bird, but effects vary within and between years. Oecologia 201: 585–597.
  • Kennerley, P. & Pearson, D. 2010. Reed and Bush Warblers. Christopher Helm, London.
  • Kiss, O., Catry, I., Avilés, J.M., Barišić, S., Kuzmenko, T., Cheshmedzhiev, S., Marques, A.T., Meschini, A., Schwartz, T., Tokody, B. & Végvári, Z. 2020. Past and future climate-driven shifts in the distribution of a warm-adapted bird species, the European Roller Coracias garrulus. Bird Study 67: 143–159.
  • López Iborra, G.M. & Castany, J. 2022. Carricerín real Acrocephalus melanopogon. In Molina, B., Nebreda, A., Muñoz, A.R., Seoane, J., Real, R., Bustamante, J. & del Moral, J.C. (ed) III Atlas de las aves en época de reproducción en España. SEO/BirdLife, Madrid. 6p. (https://atlasaves.seo.org/ave/carricerin-real/).
  • Martinez-Artigas, J., Lemus-Canovas, M. & Lopez-Bustins, J.A. 2021. Precipitation in peninsular Spain: influence of teleconnection indices and spatial regionalisation. Int. J. Climatol. 41: E1320–E1335.
  • McKinnon, L., Picotin, M., Bolduc, E., Juillet, C. & Bêty, J. 2012. Timing of breeding, peak food availability, and effects of mismatch on chick growth in birds nesting in the high Arctic. Can. J. Zool. 90: 961–971.
  • McLean, N., Kruuk, L.E., Van Der Jeugd, H.P., Leech, D., van Turnhout, C.A. & van de Pol, M. 2022. Warming temperatures drive at least half of the magnitude of long-term trait changes in European birds. PNAS 119: e2105416119.
  • Meller, K., Piha, M., Vähätalo, A.V. & Lehikoinen, A. 2018. A positive relationship between spring temperature and productivity in 20 songbird species in the boreal zone. Oecologia 186: 883–893.
  • Milborrow, S. 2023. Multivariate adaptive regression splines. R package earth’: version 5.3.2.
  • Miró, J.J., Estrela, M.J., Olcina-Cantos, J. & Martin-Vide, J. 2021. Future projection of precipitation changes in the Júcar and Segura river basins (Iberian Peninsula) by CMIP5 GCMs local downscaling. Atmosphere 12: 879.
  • Molina, B., Nebreda, A., Muñoz, A.-R., Seoane, J., Real, R., Bustamante, J. & González, J.C. 2022. III Atlas de aves en época de reproducción en España (https://atlasaves.seo.org). SEO/BirdLife, Madrid.
  • Mullen, K.M., Ardia, D., Gil, D.L., Windover, D. & Cline, J. 2011. DEoptim: an R package for global optimization by differential evolution. J. Stat. Software 40: 1–26.
  • Muñoz-Mas, R., Fukuda, S., Pórtoles, J. & Martínez-Capel, F. 2018. Revisiting probabilistic neural networks: a comparative study with support vector machines and the microhabitat suitability for the Eastern Iberian Chub (Squalius valentinus). Ecol. Inf. 43: 24–37.
  • Muñoz-Mas, R., Fukuda, S., Vezza, P. & Martínez-Capel, F. 2016a. Comparing four methods for decision-tree induction: a case study on the invasive Iberian Gudgeon (Gobio lozanoi; Doadrio and Madeira, 2004). Ecol. Inf. 34: 22–34.
  • Muñoz-Mas, R., Martínez, E., Oliva-Paterna, F., Belda, E. & Martínez-Capel, F. 2019. Tree-based ensembles unveil the microhabitat suitability for the invasive Bleak (Alburnus alburnus L.) and Pumpkinseed (Lepomis gibbosus L.): introducing XGBoost to eco-informatics. Ecol. Inf. 53: 100974.
  • Muñoz-Mas, R., Papadaki, C., Martínez-Capel, F., Zogaris, S., Ntoanidis, L. & Dimitriou, E. 2016b. Generalized additive and fuzzy models in environmental flow assessment: a comparison employing the West Balkan Trout (Salmo farioides; Karaman, 1938). Ecol. Eng. 91: 365–377.
  • Newman, M.E.J. & Girvan, M. 2004. Finding and evaluating community structure in networks. Phys. Rev. E 69: 026113.
  • Northrup, J.M., Rivers, J.W., Yang, Z. & Betts, M.G. 2019. Synergistic effects of climate and land-use change influence broad-scale avian population declines. Global Change Biol. 25: 1561–1575.
  • Öberg, M., Arlt, D., Pärt, T., Laugen, A.T., Eggers, S. & Low, M. 2015. Rainfall during parental care reduces reproductive and survival components of fitness in a passerine bird. Ecol. Evol. 5: 345–356.
  • Olcina, J. 2020. Clima, cambio climático y riesgos climáticos en el litoral mediterráneo. Oportunidades para la geografía. Documents d’Anàlisi Geogràfica 66: 159–182.
  • Pastor, F., Valiente, J.A. & Khodayar, S. 2020. A warming Mediterranean: 38 years of increasing sea surface temperature. Remote Sens. 12: 2687.
  • Pearce-Higgins, J.W., Eglington, S.M., Martay, B. & Chamberlain, D.E. 2015. Drivers of climate change impacts on bird communities. J. Anim. Ecol. 84: 943–954.
  • Pearce-Higgins, J.W. & Green, R.E. 2014. Birds and Climate Change: Impacts and Conservation Responses. Cambridge University Press, Cambridge.
  • Penteriani, V., Delgado, M.d.M. & Lokki, H. 2014. Global warming may depress avian population fecundity by selecting against early-breeding, high-quality individuals in northern populations of single-brooded, long-lived species. Ann. Zool. Fenn. 51: 390–398.
  • Pipoly, I., Bókony, V., Seress, G., Szabó, K. & Liker, A. 2013. Effects of extreme weather on reproductive success in a temperate-breeding songbird. PLoS One 8: e80033.
  • Platts, P.J., Mason, S.C., Palmer, G., Hill, J.K., Oliver, T.H., Powney, G.D., Fox, R. & Thomas, C.D. 2019. Habitat availability explains variation in climate-driven range shifts across multiple taxonomic groups. Sci. Rep. 9: 15039.
  • Pohlert, T. 2015. trend: non-parametric trend tests and change-point detection. R package version 0.0.1.
  • Poulin, B., Lefebvre, G. & Mauchamp, A. 2002. Habitat requirements of passerines and reedbed management in southern France. Biol. Conserv. 107: 315–325.
  • R Core Team. 2021. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna (http://www.r-project.org).
  • Reichardt, J. & Bornholdt, S. 2006. Statistical mechanics of community detection. Phys. Rev. E 74: 016110.
  • Ripple, W.J., Wolf, C., Gregg, J.W., Rockström, J., Newsome, T.M., Law, B.E., Marques, L., Lenton, T.M., Xu, C., Huq, S., Simons, L. & King, S.D.A. 2023. The 2023 state of the climate report: entering uncharted territory. Bioscience 72: 841–850.
  • Robinson, R.A., Julliard, R. & Saracco, J.F. 2009. Constant effort: studying avian population processes using standardised ringing. Ringing Migr. 24: 199–204.
  • Rodríguez, C. & Bustamante, J. 2003. The effect of weather on Lesser Kestrel breeding success: can climate change explain historical population declines? J. Anim. Ecol. 72: 793–810.
  • Ruiz-Leo, A.M., Hernández, E., Queralt, S. & Maqueda, G. 2013. Convective and stratiform precipitation trends in the Spanish Mediterranean coast. Atmos. Res. 119: 46–55.
  • Sage, R.F. 2020. Global change biology: a primer. Global Change Biol. 26: 3–30.
  • Sánchez-Almodóvar, E., Martin-Vide, J., Olcina-Cantos, J. & Lemus-Canovas, M. 2022. Are atmospheric situations now more favourable for heavy rainfall in the Spanish Mediterranean? Analysis of episodes in the Alicante province (1981–2020). Atmosphere 13: 1410.
  • Saracco, J.F., Fettig, S.M., San Miguel, G.L., Mehlman, D.W., Thompson, B.E. & Albert, S.K. 2018. Avian demographic responses to drought and fire: a community-level perspective. Ecol. Appl. 28: 1773–1781.
  • Saracco, J.F., Siegel, R.B., Helton, L., Stock, S.L. & DeSante, D.F. 2019. Phenology and productivity in a montane bird assemblage: trends and responses to elevation and climate variation. Global Change Biol. 25: 985–996.
  • Sarà, M., Mascara, R., Nardo, A. & Zanca, L. 2022. Climate effects on breeding phenology of Peregrine and Lanner Falcons in the Mediterranean. Ardea 110: 1–18.
  • Schaefer, T., Ledebur, G., Beier, J. & Leisler, B. 2006. Reproductive responses of two related coexisting songbird species to environmental changes: global warming, competition, and population sizes. J. Ornith. 147: 47–56.
  • Senent-Aparicio, J., López-Ballesteros, A., Jimeno-Sáez, P. & Pérez-Sánchez, J. 2023. Recent precipitation trends in Peninsular Spain and implications for water infrastructure design. J. Hydrol.: Reg. Stud. 45: 101308.
  • SEO/BirdLife. 2022. Datos procedentes del Programa PASER (anillamiento de aves comunes en primavera) de SEO/BirdLife 1995-2021. SEO/BirdLife, Madrid.
  • Storn, R. & Price, K. 1997. Differential evolution – a simple and efficient heuristic for global optimization over continuous spaces. J. Global. Optim. 11: 341–359.
  • Svensson, L. 1996. Guía para la identificación de los paseriformes europeos. Sociedad Española de Ornitologia, Madrid.
  • Thompson, S.J., Handel, C.M., Richardson, R.M. & McNew, L.B. 2016. When winners become losers: predicted nonlinear responses of Arctic birds to increasing woody vegetation. PLoS One 11: e0164755.
  • Tozer, D.C., Nol, E. & Abraham, K.F. 2010. Effects of local and landscape-scale habitat variables on abundance and reproductive success of wetland birds. Wetlands Ecol. Manage. 18: 679–693.
  • UICN. 2023. The IUCN Red List of Threatened Species. https://www.iucnredlist.org/.
  • Vafidis, J.O., Vaughan, I.P., Jones, T.H., Facey, R.J., Parry, R. & Thomas, R.J. 2016. The effects of supplementary food on the breeding performance of Eurasian Reed Warblers Acrocephalus scirpaceus; implications for climate change impacts. PLoS One 11: e0159933.
  • van de Pol, M., Vindenes, Y., Saether, B.-E., Engen, S., Ens, B.J., Oosterbeek, K. & Tinbergen, J.M. 2010. Effects of climate change and variability on population dynamics in a long-lived shorebird. Ecology 91: 1192–1204.
  • van Weelden, C., Towers, J.R. & Bosker, T. 2021. Impacts of climate change on cetacean distribution, habitat and migration. Clim. Change Ecol. 1: 100009.
  • Vera, P. 2021. Carricerín real, Acrocephalus melanopogon. In López-Jiménez, N. (ed) Libro Rojo de las aves de España, 594–599. SEO/BirdLife, Madrid.
  • Vera, P., Valentín, A., González, R. & Giménez, M. 2016. Gestión de humedales artificiales para mejorar el estado de conservación de las aves. Manuales técnicos para la gestión de humedales artificiales en espacios naturales, 146, LIFE Albufera, Valencia.
  • Viana, D.S. & Chase, J.M. 2022a. Ecological traits underlying interspecific variation in climate matching of birds. Global Ecol. Biogeogr. 31: 1021–1034.
  • Viana, D.S. & Chase, J.M. 2022b. Increasing climatic decoupling of bird abundances and distributions. Nat. Ecol. Evol. 6: 1299–1306.
  • Watanuki, Y., Ito, M., Deguchi, T. & Minobe, S. 2009. Climate-forced seasonal mismatch between the hatching of rhinoceros auklets and the availability of anchovy. Mar. Ecol. Prog. Ser. 393: 259–271.
  • Wood, S.N. 2017. Generalized Additive Models: An Introduction with R. Chapman and Hall/CRC, New York.
  • Zuckerberg, B., Ribic, C.A. & McCauley, L.A. 2018. Effects of temperature and precipitation on grassland bird nesting success as mediated by patch size. Conserv. Biol. 32: 872–882.
  • Zuur, A.F., Ieno, E.N., Walker, N., Saveliev, A.A. & Smith, G.M. 2009. Mixed Effects Models and Extensions in Ecology with R. Springer New York, NY.

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