Just Accepted Manuscripts
Articles

The use and preference towards different artificial shelters by European tree frog (Hyla arborea) in Škocjanski zatok Nature Reserve

Martina Lužnik
University of Primorska, Faculty of Mathematics, Science and Information Technology, Koper, Slovenia
Martin Senič
University of Primorska, Faculty of Mathematics, Science and Information Technology, Koper, Slovenia
Matic Jančič
University of Primorska, Faculty of Mathematics, Science and Information Technology, Koper, Slovenia
Jure Jugovic
University of Primorska, Faculty of Mathematics, Science and Information Technology, Koper, Slovenia
Kevin Rečnik
University of Primorska, Faculty of Mathematics, Science and Information Technology, Koper, Slovenia
Sara Zupan
University of Primorska, Faculty of Mathematics, Science and Information Technology, Koper, Slovenia

Published 2025-11-19

Keywords

  • Hyla arborea,
  • artificial shelters,
  • PVC pipes,
  • amphibian monitoring,
  • protected areas

How to Cite

Lužnik, M., Senič, M., Jančič, M., Jugovic, J., Rečnik, K., & Zupan, S. (2025). The use and preference towards different artificial shelters by European tree frog (Hyla arborea) in Škocjanski zatok Nature Reserve. Acta Herpetologica. https://doi.org/10.36253/a_h-18266

Abstract

Monitoring amphibians in non-breeding habitats is often constrained by low detectability and potential disturbance to sensitive ecosystems. We tested the effectiveness of artificial shelters - PVC pipes - as a non-invasive method for monitoring the European tree frog (Hyla arborea) outside the breeding season in Škocjanski zatok Nature Reserve (Koper, Slovenia). Over three years (2022–2024), we installed 40- and 50-mm diameter shelters at 24 sites and conducted regular inspections. A total of 338 encounters were recorded, with frogs of all sizes using the shelters. Overall shelter occupancy declined across years, likely reflecting a combination of factors including reduced recruitment, vegetation changes, and demographic fluctuations. Preference analysis revealed a statistically significant, consistent trend: narrower (40-mm) shelters were used 1.6 to 1.7 times more often than wider (50-mm) ones, despite no significant difference in the body size of frogs occupying each type. With this approach, we greatly enhanced the detectability of Hyla arborea in the Škocjanski zatok Nature Reserve compared to classical monitoring methods such as acoustic surveys or netting. Importantly, a non-invasive approach using artificial shelters minimized the risk of disturbance to breeding and migratory birds, which is essential in areas with high avifaunal conservation value. Our results support the broader use of artificial shelters for monitoring arboreal amphibians in ecologically sensitive areas and suggest future research should explore finer-scale shelter design to improve detection and ecological interpretation across life stages.

References

  1. Agasyan, A., Avci, A., Tuniyev, B., Andrén, C., Cogălniceanu, D., Crnobrnja-Isailović, J., Poboljšaj, K., Halpern, B., Wilkinson, J., Ananjeva, N.B., Üzüm, N., Orlov, N.L., Lymberakis, P., Podloucky, R., Litvinchuk, S. (2024): Hyla arborea. In The IUCN Red List of Threatened Species 2024. https://doi.org/10.2305/IUCN.UK.2024
  2. Alford, R.A., Richards, S.J. (1999): Global amphibian declines: a problem in applied ecology. Annual Review of Ecology, Evolution, and Systematics, 30, 135–165.
  3. Anonymous. 2010. Rules on the inclusion of endangered plant and animal species in the Red List, Annex 6: Red list of Amphibians (Amphibia). Official Gazette of the Republic of Slovenia.
  4. Bartareau, T.M. (2004): PVC pipe diameter influences the species and sizes of treefrogs captured in a Florida coastal scrub community. Herpetological Review, 35(2), 150–152.
  5. Bégaud, B., Martin, K., Abouelfath, A., Tubert-Bitter, P., Moore, N., Moride, Y. (2005): An easy to use method to approximate Poisson confidence limits. European Journal of Epidemiology, 20(3), 213–216. https://doi.org/10.1007/s10654-004-6517-4
  6. Boughton, R.G., Staiger, J., Franz, R. (2000): Use of PVC Pipe Refugia as a Sampling Technique for Hylid Treefrogs. The American Midland Naturalist, 144, 168–177.
  7. Campbell, K.R., Campbell, T.S., Johnson, S.A. (2010): The use of PVC pipe refugia to evaluate spatial and temporal distributions of native and introduced treefrogs. In Source: Florida Scientist (Vol. 73, Issue 1). Winter.
  8. Carlson, A., Edenhamn, P. (2000): Extinction dynamics and the regional persistence of a tree frog metapopulation. Proceedings of the Royal Society B: Biological Sciences, 267(1450), 1311–1313. https://doi.org/10.1098/rspb.2000.1143
  9. Cowan, M.A., Callan, M.N., Watson, M.J., Watson, D.M., Doherty, T.S., Michael, D.R., Dunlop, J.A., Turner, J.M., Moore, H.A., Watchorn, D.J., Nimmo, D.G. (2021): Artificial refuges for wildlife conservation: what is the state of the science? Biological Reviews, 96(6), 2735–2754. https://doi.org/10.1111/brv.12776
  10. Cruickshank, S.S., Bergamini, A., Schmidt, B.R. (2021): Estimation of breeding probability can make monitoring data more revealing: a case study of amphibians. Ecological Applications, 31(6). https://doi.org/10.1002/eap.2357
  11. do Vale, R.L., Torres, I., Gomes, S., Fonseca, C., Ferreira, E. (2018): Ecological preferences of Hyla molleri in the colonisation of arboreal refuges in a human-shaped wetland. Amphibia Reptilia, 39(1), 51–61. https://doi.org/10.1163/15685381-00003140
  12. Dytham, C. (2011): Choosing and using statistics: a biologist’s guide (3rd ed.). Wiley-Blackwell.
  13. Falaschi, M., Manenti, R., Thuiller, W., Ficetola, G.F. (2019): Continental-scale determinants of population trends in European amphibians and reptiles. Global Change Biology, 25(10), 3504–3515. https://doi.org/10.1111/gcb.14739
  14. Ferreira, E., Gomes Rocha, R., Malvasio, A., Fonseca, C. (2012): Short notes Pipe refuge occupancy by herpetofauna in the Amazonia/Cerrado ecotone. Herpetological Journal, 22(2), 59–62.
  15. Forks, K. (2015): Use of PVC pipes of different diameters as artificial refuges by Green tree frogs (Hyla cinerea) in Texas. Unpublished Undergraduate Research Scholars Thesis. Texas A&M University.
  16. Glorioso, B.M., Waddle, J.H. (2014): A review of pipe and bamboo artificial refugia as sampling tools in anuran studies. Herpetological Conservation and Biology, 9(3), 609–625.
  17. Goin, O.B. (1958): A comparison of the nonbreeding habits of two treefrogs, Hyla squirella and Hyla cinerae. Quarterly Journal of the Florida Academy of Sciences, 21(1), 49–60.
  18. Granatosky, M.C., Krysko, K.L. (2011): Ontogenetic Behavioral Shifts in Habitat Utilization of Treefrogs (Hylidae) in North-central Florida. Reptiles and Amphibians, 18(4), 194–201. https://doi.org/10.17161/randa.v18i4.16188
  19. Gvoždík, V., Moravec, J.Í., Kratochvíl, L. (2008): Geographic morphological variation in parapatric Western Palearctic tree frogs, Hyla arborea and Hyla savignyi: are related species similarly affected by climatic conditions? Biological Journal of the Linnean Society, 95, 539–556.
  20. Hoffmann, K.E., Johnson, S.A., McGarrity, M.E. (2009): Interspecific variation in use of polyvinyl chloride (PVC) pipe refuges by hylid treefrogs: A potential source of capture bias. Herpetological Review, 40(4), 423–426.
  21. Houlahan, J.E., Findlay, C.S., Schmidt, B.R., Meyer, A.H., Kuzmin, S.L., Kuzmink, S.L. (2000): Quantitative evidence for global amphibian population declines. Nature, 404, 752–755. https://doi.org/10.1038/35008052
  22. Hutton, J.M., Warne, R., Macedo, A.D. (2024): Factors Influencing the Occupancy and Detection of Nonbreeding Hyla chrysoscelis within Artificial Polyvinyl Chloride Refugia. Herpetologica, 80(3), 221-233. https://doi.org/10.1655/Herpetologica-D-23-00054
  23. Johnson, J.R. (2005): A novel arboreal pipe-trap designed to capture the gray treefrog (Hyla versicolor). Herpetological Review, 36, 274–276.
  24. Johnson, J.R., Mahan, R.D., Semlitsch, R.D. (2008): Seasonal terrestrial microhabitat use by gray treefrogs (Hyla versicolor) in Missouri oak-hickory forests. Herpetologica, 64(3), 259–269. https://doi.org/10.1655/07-064.1
  25. Kovács, É.-H., Sas, I., Covaciu-Marcov, S.-D., Hartel, T., Cupsa, D., Groza, M. (2007): Seasonal variation in the diet of a population of Hyla arborea from Romania. Amphibia-Reptilia, 28(4), 485-491.
  26. Liner, A.E., Smith, L.L., Golladay, S.W., Castleberry, S.B., Gibbons, J.W. (2008): Amphibian Distributions within Three Types of Isolated Wetlands in Southwest Georgia. The American Midland Naturalist, 160(1), 69–81.
  27. Luedtke, J.A., Chanson, J., Neam, K., Hobin, L., Maciel, A.O., Catenazzi, A., Borzée, A., Hamidy, A., Aowphol, A., Jean, A., Sosa-Bartuano, Á., Fong G.A., de Silva, A., Fouquet, A., Angulo, A., Kidov, A.A., Muñoz Saravia, A., Diesmos, A.C., Tominaga, A., … Stuart, S.N. (2023): Ongoing declines for the world’s amphibians in the face of emerging threats. Nature, 622(7982), 308–314. https://doi.org/10.1038/s41586-023-06578-4
  28. Mahan, R.D., Johnson, J.R. (2007): Diet of the Gray Treefrog (Hyla versicolor) in Relation to Foraging Site Location. Journal of Herpetology, 41(1), 16-23.
  29. Marsh, D. M., Trenham, P.C. (2001): Metapopulation Dynamics and Amphibian Conservation. Conservation Biology, 15(1), 40–49. https://doi.org/10.1111/j.1523-1739.2001.00129.x
  30. McGhee, J.D. (2020): Assessing Summer Pond and Lake Inlet Use by Gray Treefrogs (Hyla versicolor/chrysoscelis complex) Using PVC Pipe Traps in Northwest Missouri. Transactions of the Missouri Academy of Science, 48(2020), 17–21. https://doi.org/10.30956/MAS-33
  31. Moravec, J. (1990): Postmetamorphic growth in the European tree frog (Hyla arborea). Acta Universitatis Carolinae-Biologica, 34, 359–370.
  32. Mozetič, B., Lipej, B. (2014): Zeleno srce Kopra - vodnik po Naravnem rezervatu Škocjanski zatok (2nd ed.). Društvo za opazovanje in proučevanje ptic Slovenije DOPPS. (The Green Heart of Koper – A Guide to the Škocjanski Zatok Nature Reserve (2nd ed.). Society for the Observation and Study of Birds of Slovenia (DOPPS)).
  33. Myers, C.H., Eigner, L., Harris, J. A., Hilman, R., Johnson, M.D., Kalinowski, R., Muir, J.J., Reyes, M., Tucci, L.E. (2007): A Comparison of Ground-Based and Tree-Based Polyvinyl Chloride Pipe Refugia for Capturing Pseudacris regilla in Northwestern California. Northwestern Naturalist, 147-154.
  34. Pellet, J., Hoehn, S., Perrin, N. (2004): Multiscale determinants of tree frog (Hyla arborea L.) calling ponds in western Switzerland. Biodiversity and Conservation, 13, 2227–2235.
  35. Pellet, J., Rechsteiner, L., Skrivervik, A.K., Zürcher, J.-F., Perrin, N. (2006): Use of the Harmonic Direction Finder to study the terrestrial habitats of the European tree frog (Hyla arborea). Amphibia-Reptilia, 27, 138–142.
  36. Pereira-Ribeiro, J., Ferreguetti, Á.C., Bergallo, H.G., Rocha, C.F.D. (2017): Use of polyvinyl chloride pipes (PVC) as potential artificial shelters for amphibians in a coastal plain forest of southeastern Brazil. Journal of Coastal Conservation, 21(3), 327–331. https://doi.org/10.1007/s11852-016-0480-6
  37. Perry, G., Wallace, M.C., Perry, D., Curzer, H., Muhlberger, P. (2011): Toe Clipping of Amphibians and Reptiles: Science, Ethics, and the Law. Journal of Herpetology, 45(4), 547–555. https://doi.org/http://dx.doi.org/10.1670/11-037.1
  38. Pittman, S.E., Jendrek, A.L., Price, S.J., Dorcas, M.E. (2008): Habitat selection and site fidelity of Cope’s Gray Treefrog (Hyla chrysoscelis) at the aquatic-terrestrial ecotone. Journal of Herpetology, 42(2), 378–385. https://doi.org/10.1670/07-1702.1
  39. R Core Team. (2024): R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing.
  40. Schurbon, J. M., Fauth, J. E. (2003): Effects of Prescribed Burning on Amphibian Diversity in a Southeastern U.S. National Forest. Conservation Biology, 17(5), 1338–1349. https://doi.org/10.1046/j.1523-1739.2003.01514.x
  41. Semlitsch, R. D., Bodie, J. R. (2003): Biological Criteria for Buffer Zones around Wetlands and Riparian Habitats for Amphibians and Reptiles. Conservation Biology, 17(5), 1219–1228. https://doi.org/10.1046/j.1523-1739.2003.02177.x
  42. Suriyamongkol, T., Forks, K., Villamizar-Gomez, A., Wang, H. H., Grant, W. E., Forstner, M. R. J., Mali, I. (2021): A simple conservation tool to aid restoration of amphibians following high-severity wildfires: Use of PVC pipes by green tree frogs (Hyla cinerea) in central Texas, USA. Diversity, 13(12). https://doi.org/10.3390/d13120649
  43. Tanadini, L. G., Schmidt, B. R. (2011): Population size influences amphibian detection probability: Implications for biodiversity monitoring programs. PLoS ONE, 6(12). https://doi.org/10.1371/journal.pone.0028244
  44. Trimble, M. J., van Aarde, R. J. (2014): A note on polyvinyl chloride (PVC) pipe traps for sampling vegetation-dwelling frogs in South Africa. African Journal of Ecology, 52(3), 381–383. https://doi.org/10.1111/aje.12120
  45. Van Buskirk, J. (2005): Local and landscape influence on amphibian occurrence and abundance. Ecology, 86(7), 1936–1947. https://doi.org/10.1890/04-1237
  46. Veenvliet, P., Kus Veenvliet, J. (2014): Monitoring dvoživk in plazilcev v Naravnem rezervatu Škocjanski zatok-končno poročilo. Nova vas, Zavod Symiosis.
  47. Waddle, J. H., Rice, K. G., Mazzotti, F. J., Percival, H. F. (2008): Modeling the Effect of Toe Clipping on Treefrog Survival: Beyond the Return Rate. Journal of Herpetology, 42(3), 467–473. https://doi.org/10.1670/07-265.1
  48. Wyatt, J. L., Forys, E. A. (2004): Conservation Implications of Predation by Cuban Treefrogs (Osteopilus septentrionalis) on Native Hylids in Florida. Southeastern Naturalist, 3(4), 695–700. https://doi.org/10.1656/1528-7092(2004)003[0695:CIOPBC]2.0.CO;2
  49. Zacharow, M., Barichivich, W. J., Dodd, C. K. (2003): Using ground-placed PVC pipes to monitor hylid treefrogs: Capture biases. Southeastern Naturalist, 2(4), 575–590. https://doi.org/10.1656/1528-7092(2003)002[0575:UGPPTM]2.0.CO;2
  50. Zuur, A. F., Ieno, E. N., Smith, G. M. (2007): Analysing ecological data. Springer.