S. N. Stuart, J. S. Chanson, N. A. Cox, B. E. Young, A. Rodrigues et al., Status 610 and Trends of Amphibian Declines and Extinctions Worldwide, Science, vol.611, pp.1783-1789, 2004.

M. Hoffmann, C. Hilton-taylor, A. Angulo, M. Böhm, T. M. Brooks et al.,

, The Impact of Conservation on the Status of the World's Vertebrates, Science, vol.614, p.1194442, 2010.

J. Alroy, Current extinction rates of reptiles and amphibians, Proc Natl Acad Sci, vol.616, pp.13003-13011, 2015.

C. Carey and M. A. Alexander, Climate change and amphibian declines: is there a link? Divers 618, Distrib, vol.9, pp.111-132, 2003.

J. A. Pounds, M. R. Bustamante, L. A. Coloma, J. A. Consuegra, M. Fogden et al.,

, Widespread amphibian extinctions from epidemic disease driven by global warming. 621, Nature, vol.439, pp.161-168, 2006.

K. R. Lips, J. Diffendorfer, J. Iii, and M. W. Sears, Riding the Wave: Reconciling the Roles of

, Disease and Climate Change in Amphibian Declines, PLOS Biol, vol.6, 2008.

C. Bellard, W. Thuiller, B. Leroy, P. Genovesi, M. Bakkenes et al., Will climate 626 change promote future invasions?, Glob Change Biol, vol.19, pp.3740-3748, 2013.

D. Llusia, R. Márquez, J. F. Beltrán, and M. Benítez, Calling behaviour under 629 climate change: geographical and seasonal variation of calling temperatures in 630

C. A. Deutsch, J. J. Tewksbury, R. B. Huey, K. S. Sheldon, C. K. Ghalambor et al.,

, Impacts of climate warming on terrestrial ectotherms across latitude, Proc Natl Acad Sci, vol.640, pp.6668-6672, 2008.

M. F. Bonetti and J. J. Wiens, Evolution of climatic niche specialization: a phylogenetic 642 analysis in amphibians, Proc R Soc B Biol Sci, vol.281, pp.20133229-20133229, 2014.

J. M. Sunday, A. E. Bates, M. R. Kearney, R. K. Colwell, N. K. Dulvy et al.,

, Thermal-safety margins and the necessity of thermoregulatory behavior across latitude 646 and elevation, Proc Natl Acad Sci, vol.111, pp.5610-5615, 2014.

W. B. Foden, S. Butchart, S. N. Stuart, J. Vié, H. R. Akçakaya et al.,

, Identifying the World's Most Climate Change Vulnerable Species: A Systematic Trait

, Based Assessment of all Birds, Amphibians and Corals. PLoS ONE, vol.8, 2013.

H. C. Gerhardt and F. Huber, Acoustic communication in insects and anurans: common 652 problems and diverse solutions, 2002.

P. M. Narins, A. S. Feng, R. R. Fay, and A. N. Popper, Hearing and Sound Communication 654 in Amphibians, vol.28, 2006.

P. N. Brooke, R. A. Alford, and L. Schwarzkopf, Environmental and social factors influence 656 chorusing behaviour in a tropical frog: examining various temporal and spatial scales

, Behav Ecol Sociobiol, vol.49, pp.79-87, 2000.

K. L. Oseen and R. J. Wassersug, Environmental factors influencing calling in sympatric 659 anurans, Oecologia, vol.133, pp.616-641, 2002.

D. Llusia, R. Márquez, J. F. Beltrán, C. Moreira, J. P. Amaral et al., Environmental and social 661 determinants of anuran lekking behavior: intraspecific variation in populations at 662 thermal extremes, Behav Ecol Sociobiol, vol.67, pp.493-511, 2013.

C. Both, Í. L. Kaefer, T. G. Santos, and S. Cechin, An austral anuran assemblage in the 665 Neotropics: seasonal occurrence correlated with photoperiod, J Nat Hist, vol.42, pp.205-666, 2008.

A. Canavero and M. Arim, Clues supporting photoperiod as the main determinant of seasonal

C. M. Schalk and D. Saenz, Environmental drivers of anuran calling phenology in a seasonal 673 Neotropical ecosystem: Anuran Temporal Partitioning, Austral Ecol, vol.41, pp.16-27, 2016.

K. D. Wells, The social behaviour of anuran amphibians, Anim Behav, vol.25, pp.666-93, 1977.

M. Aichinger, Annual activity patterns of anurans in a seasonal neotropical environment

, Oecologia, vol.71, pp.583-592, 1987.

W. E. Duellman, Temporal Fluctuations in Abundances of Anuran Amphibians in a 680 Seasonal Amazonian Rainforest, J Herpetol, vol.29, p.13, 1995.

B. Gottsberger and E. Gruber, Temporal partitioning of reproductive activity in a neotropical 682 anuran community, J Trop Ecol, vol.20, pp.271-80, 2004.

C. Prado, M. Uetanabaro, and C. Haddad, Breeding activity patterns, reproductive modes, and 684 habitat use by anurans (Amphibia) in a seasonal environment in the Pantanal

, Amphib-Reptil, vol.26, pp.211-232, 2005.

H. C. Gerhardt and F. Huber, Causes and Consequences of Chorusing, Acoust. Commun

, Insects Anurans Common Probl. Diverse Solut

C. R. Peterson and M. E. Dorcas, Automated data acquisition, Meas. Monit. Biol. Divers. Stand

. R. Methods-amphib, M. A. Heyer, R. W. Donnelly, L. C. Mcdiarmid, and . Hayek,

E. Browning, R. Gibb, P. Glover-kapfer, and K. E. Jones, Passive acoustic monitoring in 693 ecology and conservation, 2017.

D. Saenz, L. A. Fitzgerald, K. A. Baum, and R. N. Conner, Abiotic correlates of anuran calling 695 phenology: the importance of rain, temperature, and season, Herpetol Monogr, vol.696, pp.64-83, 2006.

R. Gibb, E. Browning, P. Glover-kapfer, and K. E. Jones, Emerging opportunities and 698 challenges for passive acoustics in ecological assessment and monitoring, Methods Ecol 699 Evol, vol.2018, pp.1-17

M. A. Acevedo and L. J. Villanueva-rivera, Using automated digital recording systems as

M. K. Obrist, G. Pavan, J. Sueur, K. Riede, D. Llusia et al., Bioacoustics approaches 704 in biodiversity inventories, p.705

Y. D. Vandenspiegel, Man. Field Rec

, ABC Taxa, vol.8, pp.18-48, 2010.

K. Servick, Eavesdropping on Ecosystems, Science, vol.343, 2014.

A. S. Bridges and M. E. Dorcas, Temporal variation in anuran calling behavior: implications for 710 surveys and monitoring programs, Copeia, p.0, 2000.

B. Hilje and T. M. Aide, Recovery of amphibian species richness and composition in a 713 chronosequence of secondary forests, northeastern Costa Rica, Biol Conserv, vol.714, pp.170-176, 2012.

M. Jansen, M. Plath, F. Brusquetti, and M. J. Ryan, Asymmetric frequency shift in 716 advertisement calls of sympatric frogs, Amphib-Reptil, vol.37, pp.137-52, 2016.

L. C. Pereyra, M. S. Akmentins, E. A. Sanabria, and M. Vaira, Diurnal? Calling activity patterns 719 reveal nocturnal habits in the aposematic toad Melanophryniscus rubriventris, Can J 720 Zool, vol.94, pp.497-503, 2016.

L. Breiman, Random Forests, Mach Learn, vol.45, 2001.

D. R. Cutler, T. C. Edwards, K. H. Beard, A. Cutler, K. T. Hess et al., Random forests 724 for classification in ecology, Ecology, vol.88, pp.2783-92, 2007.

S. Pavoine, J. Blondel, A. B. Dufour, A. Gasc, and M. B. Bonsall, A New Technique for
URL : https://hal.archives-ouvertes.fr/hal-00434678

, Analysing Interacting Factors Affecting Biodiversity Patterns: Crossed-DPCoA, PLoS 727 ONE, vol.8, p.54530, 2013.

C. Marty and P. Gaucher, Sound guide to the tailless amphibians of French Guiana, p.729

, Ceba (Centre Bioacoustique Alpin, 1999.

L. Lellouch, S. Pavoine, F. Jiguet, H. Glotin, and J. Sueur, Monitoring temporal change of bird 731 communities with dissimilarity acoustic indices, Methods Ecol Evol, vol.5, pp.495-505, 2014.

C. Gini, Variabilitá e mutabilitá. Contrib. Allo Studio Delle Distrib

. R-core-team, R: A Language and Environment for Statistical Computing, p.739

, Austria: R Foundation for Statistical Computing, 2017.

J. Sueur, T. Aubin, and C. Simonis, Seewave: a free modular tool for sound analysis and 741 synthesis, Bioacoustics, vol.18, pp.213-239, 2008.

S. Pavoine and . Adiv, Analysis of Diversity, 2017.

A. Liaw and M. Wiener, Classification and Regression by randomForest, R News, vol.2, pp.18-744, 2002.

X. Feng and A. Porporato, Rodriguez-Iturbe I. Changes in rainfall seasonality in the tropics

, Nat Clim Change, vol.3, pp.811-816, 2013.

S. J. O'hanlon, A. Rieux, R. A. Farrer, G. M. Rosa, B. Waldman et al.,

, Asian origin of chytrid fungi causing global amphibian declines, Science, vol.360, pp.621-749, 2018.

M. D. Schwartz, Phenology: an integrative environmental science, 2013.

H. Slabbekoorn and N. Bouton, Soundscape orientation: a new field in need of sound 752 investigation, Anim Behav, vol.76, pp.5-8, 2008.

J. C. Montgomery, A. Jeffs, S. D. Simpson, M. Meekan, and C. Tindle, Sound as an orientation 754 cue for the pelagic larvae of reef fishes and decapod crustaceans, Adv Mar Biol, vol.755, pp.143-96, 2006.

M. Mönkkönen, P. Helle, and K. Soppela, Numerical and behavioural responses of migrant 757 passerines to experimental manipulation of resident tits (Parus spp.): heterospecific 758 attraction in northern breeding bird communites?, Oecologia, vol.85, 1990.

H. C. Gerhardt and G. M. Klump, Phonotactic responses and selectivity of barking treefrogs 761 (Hyla gratiosa) to chorus sounds, J Comp Physiol A, vol.163, pp.795-802, 1988.

M. A. Bee, Selective phonotaxis by male wood frogs (Rana sylvatica) to the sound of a 764 chorus, Behav Ecol Sociobiol, vol.61, pp.955-66, 2007.

E. M. Swanson, S. M. Tekmen, and M. A. Bee, Do female frogs exploit inadvertent social 766 information to locate breeding aggregations?, Can J Zool, vol.85, pp.921-953, 2007.

J. Sueur, Cicada acoustic communication: potential sound partitioning in a multispecies 771 community from Mexico (Hemiptera: Cicadomorpha: Cicadidae), Biol J Linn Soc, vol.772, pp.379-94, 2002.

A. Schmidt, H. Römer, and K. Riede, Spectral niche segregation and community 774 organization in a tropical cricket assemblage, Behav Ecol, vol.24, 2013.

R. Planqué and H. Slabbekoorn, Spectral Overlap in Songs and Temporal Avoidance in a 777

P. Bird-assemblage, Ethology, vol.114, pp.262-71, 2008.

L. J. Villanueva-rivera, Eleutherodactylus frogs show frequency but no temporal 780 partitioning: implications for the acoustic niche hypothesis, PeerJ, vol.2, 2014.

A. Schmidt, K. Riede, and H. Römer, No phenotypic signature of acoustic competition in 783 songs of a tropical cricket assemblage, Behav Ecol, vol.27, pp.211-219, 2016.

J. A. Tobias, R. Planqué, D. L. Cram, and N. Seddon, Species interactions and the structure of 786 complex communication networks, Proc Natl Acad Sci, vol.111, pp.1020-1025, 2014.

E. S. Morton, Ecological sources of selection on avian sounds, Am Nat, vol.109, pp.17-34, 1975.

K. Marten and P. Marler, Sound transmission and its significance for animal vocalization

, Behav Ecol Sociobiol, vol.2, pp.271-90, 1977.

E. Ey, J. Fischer, and . The, acoustic adaptation hypothesis" -a review of the evidence from 792 birds, anurans and mammals, Bioacoustics, vol.19, pp.21-48, 2009.

N. Ellinger and W. Hödl, Habitat acoustics of a neotropical lowland rainforest, Bioacoustics, vol.794, pp.297-321, 2003.

B. W. Sweeney and R. L. Vannote, Population Synchrony in Mayflies: A Predator Satiation

, Hypothesis. Evolution, vol.36, pp.810-831, 1982.

K. S. Williams, K. G. Smith, and F. M. Stephen, Emergence of 13-Yr Periodical Cicadas 798 (Cicadidae: Magicicada): Phenology, Mortality, and Predators Satiation, Ecology, vol.799, pp.1143-52, 1993.

R. G. Santos, H. T. Pinheiro, A. S. Martins, P. Riul, S. C. Bruno et al.,

J. S. Donaldson, Mast-seeding in the cycad genus Encephalartos: a test of the predator 804 satiation hypothesis, Oecologia, vol.94, pp.262-71, 1993.

Z. Xiao, Z. Zhang, and C. J. Krebs, Long-term seed survival and dispersal dynamics in a rodent-806 dispersed tree: testing the predator satiation hypothesis and the predator dispersal 807 hypothesis, J Ecol, vol.101, pp.1256-64, 2013.

A. Farina and S. H. Gage, Ecoacoustics: The Ecological Role of Sounds, 2017.