Abstract
Getting information on terrestrial large mammals is particularly difficult in tropical rainforests and in altered landscapes, since the traditionally used method (line-transect census) presents low efficiency in dense vegetation, and is difficult to standardize among heterogeneous, fragmented areas where the small size of patches restricts the length of transects. Aiming to generate information to guide the choice of field protocols for surveying terrestrial large mammals in heterogeneous rainforest remnants, we compared the performance and the correlation between the results of two alternative techniques (track counts and camera trapping), and of two types of bait, in 24 forest remnants in a fragmented Atlantic forest landscape. Techniques resulted in similar observed and estimated richness and species composition at the study landscape, including medium-sized and nocturnal species usually poorly represented in line-transect censuses. Although camera trapping resulted in a higher recording rate of the most common species (Didelphis aurita) and track counts in higher recording rates of some less common species (e.g. Dasypus novemcinctus), observed richness and recording rates of most species were correlated across the 24 sites between techniques. Conversely, the use of different baits strongly influenced results, indicating the importance of standardizing baits in comparative studies. Our results suggest that the two alternative techniques present similar performance and are suitable for studying the factors affecting the distribution of large mammals in altered rainforest landscapes. The choice of field protocols should then focus on the available resources and infrastructure, and on particularities of the study area.
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References
Andelt WF, Woolley TP (1996) Responses of urban mammals to odor attractants and a bait-dispensing device. Wildl Soc B 24:111–118
Bali A, Kumar A, Krishnaswamy J (2007) The mammalian communities in coffee plantations around a protected area in the Western Ghats, India. Biol Conserv 139:93–102
Ballesteros C, Carrasco-GarcÃa R, Vicente J et al (2009) Selective piglet feeders improve age-related bait specificity and uptake rate in overabundant Eurasian wild boar populations. Wildl Res 36:203–212
Barea-Azcón JM, Virgós E, Ballesteros-Duperón E et al (2007) Surveying carnivores at large spatial scales: a comparison of four broad-applied methods. Biodivers Conserv 16:1213–1230
Bull EL, Holthausen RS, Bright LR (1992) Comparison of three techniques to monitor marten. Wildl Soc B 20:406–410
Burki S, Roth T, Robin K, Weber D (2010) Lure sticks as a method to detect pine martens Martes martes. Acta Theriol 55:223–230
Campbell TA, Long DB (2008) Mammalian visitation to candidate feral swine attractants. J Wildl Manage 72:305–309
Carrillo E, Wong G, Cuarón AD (2000) Monitoring mammal population in Costa Rican protected areas under different hunting restrictions. Conserv Biol 24:1580–1591
Cheida CC, Nakano-Oliveira E, Fusco-Costa R et al (2006) Ordem Carnivora. In: Reis NR, Peracchi AL, Pedro WA et al (eds) MamÃferos do Brasil, 1st edn. Nélio R. dos Reis, Londrina
Chiarello AG (1999) Effects of fragmentation of the Atlantic forest on mammal communities in south-eastern Brazil. Biol Conserv 89:71–82
Colwell RK (2009) EstimateS: statistical estimation of species richness and shared species from samples, version 7.52. http://purl.oclc.org/estimates. Accessed 19 February 2010
Crawley MJ (2007) The R book. Wiley, Chichester
Crooks K (2002) Relative sensitivities of mammalian carnivores to habitat fragmentation. Conserv Biol 16:488–502
Cullen L Jr, Bodmer ER, Valladares-Padua C (2000) Effects of hunting in habitat fragments of the Atlantic forests, Brazil. Biol Conserv 95:49–56
Cutler TL, Swann DE (1999) Using remote photography in wildlife ecology: a review. Wildl Soc B 27:571–581
de Thoisy B, Brosse S, Dubois M (2008) Assessment of large-vertebrate species richness and relative abundance in Neotropical forest using line-transect censuses: What is the minimal effort required? Biodivers Conserv 17:2627–2644
Di Bitetti MS, Paviolo A, Ferrari CA et al (2008) Differential responses to hunting in two sympatric species of brocket deer (Mazama americana and M. nana). Biotropica 40:636–645
Dirzo R, Miranda A (1990) Contemporary Neotropical defaunation and the forest structure, function, and diversity—a sequel to John Terborgh. Conserv Biol 4:444–447
Fonseca GAB, Herrmann G, Leite YLR et al (1996) Lista anotada dos mamÃferos do Brasil. Occasional papers in Conserv Biol 4:1–38
Foresman KR, Pearson DE (1998) Comparison of proposed survey procedures for detection of forest carnivores. J Wildl Manage 62:1217–1226
Gardner B, Royle JA, Wegan MT et al (2010) Estimating black bear density using DNA data from hair snares. J Wildl Manage 74:318–325
Gompper ME, Kays RW, Ray JC et al (2006) A comparison of noninvasive techniques to survey carnivore communities in Northeastern North America. Wildl Soc B 34:1142–1151
Grigione MM, Burman P, Bleich VC et al (1999) Identifying individual mountain lions Felis concolor by their tracks: refinement of an innovative technique. Biol Conserv 88:25–32
Harmsen BJ, Foster RJ, Silver S et al (2010) Differential use of trails by forest mammals and the implications for camera-trap studies: a case study from Belize. Biotropica 42:126–133
Harvey CA, Gonzalez J, Somarriba E (2006) Dung beetle and terrestrial mammal diversity in forests, indigenous agroforestry systems and plantain monocultures in Talamanca, Costa Rica. Biodivers Conserv 15:555–585
Haugaasen T, Peres CA (2005) Mammal assemblage structure in Amazonian flooded and unflooded forests. J Trop Ecol 21:133–145
Jennelle CS, Runge MC, MacKenzie DI (2002) The use of photographic rates to estimate densities of tigers and other cryptic mammals: a comment on misleading conclusions. Anim Conserv 5:119–120
Lyra-Jorge MC, Ciocheti G, Pivello VR et al (2008) Comparing methods for sampling large- and medium-sized mammals: camera traps and track plots. Eur J Wildl Res 54:739–744
McCullagh P, Nelder JA (1989) Generalized linear models. Chapman and Hall, London
McDaniel GW, McKelvey KS, Squires JR et al (2000) Efficacy of lures and hair snares to detect lynx. Wildl Soc B 28:119–123
Michalski F, Peres CA (2007) Disturbance mediated mammal persistence and abundance-area relationships in Amazonian forest fragments. Conserv Biol 21:1626–1640
Michalski F, Crawshaw PG Jr, Oliveira TG et al (2007) Efficiency of box-traps and leg-hold traps with several bait types for capturing small carnivores (Mammalia) in a disturbed area of Southeastern Brazil. Rev Biol Trop 55:315–320
Morrison JC, Sechrest W, Dinerstein E et al (2007) Persistence of large mammal faunas as indicators of global human impacts. J Mammal 88:1363–1380
Naughton-Treves L, Mena JL, Treves A et al (2003) Wildlife survival beyond park boundaries: the impact of slash-and-burn agriculture and hunting on mammals in Tambopata, Peru. Conserv Biol 17:1106–1117
Norris D, Peres CA, Michalski F et al (2008) Terrestrial mammal responses to edges in Amazonian forest patches: a study based on track stations. Mammalia 72:15–23
O’Brien TG, Baillie JEM, Krueger L et al (2010) The Wildlife Picture Index: monitoring top trophic levels. Anim Conserv 13:335–343
Oliveira-Filho AT, Fontes MA (2000) Patterns of floristic differentiation among Atlantic forests in southeastern Brazil and the influence of climate. Biotropica 32:793–810
Pardini R, Ditt EH, Cullen L Jr et al (2003) Levantamento rápido de mamÃferos terrestres de médio e grande porte. In: Cullen L Jr, Rudran R, Valladares-Padua C (eds) Métodos de estudos em biologia da conservação e manejo da vida silvestre, 1st edn. Editora UFPR, Paraná
Parry L, Barlow J, Peres CA (2007) Large-vertebrate assemblages of primary and secondary forests in the Brazilian Amazon. J Trop Ecol 23:653–662
Pinheiro JC, Bates DM (2000) Mixed-effects models in S and S-PLUS. Springer-Verlag, New York
Prugh L, Stoner CJ, Epps CW et al (2009) The rise of the mesopredators. Bioscience 9:779–791
R Development Core Team (2008) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna
Ribeiro MC, Metzger JP, Ponzoni F et al (2009) Brazilian Atlantic Forest: How much is left and how the remaining forest is distributed? Implications for conservation. Biol Conserv 142:1141–1153
Robinson JG, Bennett EL (2004) Having your wildlife and eating it too: an analysis of hunting sustainability across tropical ecosystems. Anim Conserv 7:397–408
Royle JA, Nichols JD (2003) Estimating abundance from repeated presence absence data or point counts. Ecology 84:777–790
Short J, Turner B, Risbey D (2002) Control of feral cats for nature conservation. Wildl Res 29:475–487
Silveira L, Jácomo ATA, Diniz-Filho JF (2003) Camera trap, line transect census and track surveys: a comparative evaluation. Biol Conserv 114:351–355
Simberloff D (1998) Flagships, umbrellas, and keystones: is single species management passé in the landscape era? Biol Conserv 83:247–257
Srbek-Araujo AC, Chiarello AG (2005) Is camera-trapping an efficient method for surveying mammals in Neotropical forests? A case study in south-eastern Brazil. J Trop Ecol 21:121–125
Stanley TR, Royle JA (2005) Estimating site occupancy and abundance using indirect detection indices. J Wildl Manage 69:874–883
Terborgh J (1988) The big things that run the world—a sequel to E.O. Wilson. Conserv Biol 2:402–403
Terborgh J, Lawrence L, Nuñes P et al (2001) Ecological meltdown in predator-free forest fragments. Science 294:1923–1926
Thorn M, Scott DM, Green M et al (2009) Estimating brown hyena occupancy using baited camera traps. S Afr J Wildl Res 39:1–10
Tobler MW, Carrillo-Percastegui E, Pitman RL et al (2008) An evaluation of camera traps for inventorying large- and medium-sized terrestrial rainforest mammals. Anim Conserv 11:169–178
Tomas WM, Miranda GHB (2003) Uso de armadilhas fotográficas em levantamentos populacionais. In: Cullen L Jr, Rudran R, Valladares-Padua C (eds) Métodos de estudos em biologia da conservação e manejo da vida silvestre, 1st edn. Editora UFPR, Paraná
Trolle M (2003) Mammal survey in the Rio Jauaperà region, Rio Negro Basin, the Amazon, Brazil. Mammalia 1:75–83
Trolle M, Noss AJ, Cordeiro ALP et al (2008) Brazilian tapir density in the Pantanal: a comparison of systematic camera-trapping and line-transect surveys. Biotropica 40:211–217
Wayne AF, Cawling A, Ward CG et al (2005) A comparison of survey methods for arboreal opossums in Jarrah forest, Westerns Australia. Wildl Res 32:701–714
Weckel M, Giuliano W, Silver S (2006) Jaguar (Panthera onca) feeding ecology: distribution of predator and prey through time and space. J Zool 270:25–30
Wilson GJ, Delahay RJ (2001) A review of methods to estimate the abundance of terrestrial carnivores using field signs and observation. Wildl Res 28:151–164
Wright SJ, Gompper ME, DeLon B (1994) Are large predator keystones species in Neotropical forests? The evidence from Barro Colorado Island. Oikos 71:279–294
Wright SJ, Hernandéz A, Condit R (2007) The bushmeat harvest alters seedling banks by favoring lianas, large seeds, and seeds dispersed by bats, birds, and wind. Biotropica 39:363–371
Acknowledgments
We thank Adriana Pardini for reviewing the English version of the manuscript; O. Nunes, G. Oliveira, R.D. Espartosa, D. Bortotto, E. Friggeri, D. Drigo, F.C. Marques, M.L. Espartosa, C.J. Espartosa for invaluable help during fieldwork; M.C. Ribeiro and T. Püttker for the preparation of the land cover maps; and FAPESP (05/56555-4, 05/57521-6) and Brazil–Germany cooperation program for the Atlantic forest—CNPq/BMBF (690144/01-6) for grants.
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Espartosa, K.D., Pinotti, B.T. & Pardini, R. Performance of camera trapping and track counts for surveying large mammals in rainforest remnants. Biodivers Conserv 20, 2815–2829 (2011). https://doi.org/10.1007/s10531-011-0110-4
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DOI: https://doi.org/10.1007/s10531-011-0110-4