Skip to main content

Advertisement

Log in

Unravelling the drivers of maned wolf activity along an elevational gradient in the Atlantic Forest, south-eastern Brazil

  • Original Article
  • Published:
Mammalian Biology Aims and scope Submit manuscript

Abstract

The maned wolf, the largest canid in South America, was originally distributed in areas with open natural vegetation in the Cerrado biome, Chaco and Pampas regions. The dynamics of its distribution are, however, in flux, with populations declining at the southern limit of its distribution, and areas of apparent range expansion in Brazil. Although the maned wolf’s overall distribution is well documented, little is known about its smallest-scale landscape use. Here we used a novel approach, characterising “favourable territories” for maned wolves using presence data and information on daily movement capacity. In this way, we used favourability distribution models to relate local landscape use by maned wolves to environmental drivers in the Serra da Mantiqueira, part of the core of the species distribution. Our results showed that the favourablity of territories for maned wolf activity increases with altitude, and with the proportion of coverage of upper montane vegetation refuges and of open habitats such as agricultural fields. Our results also show that the configuration of the environment with respect to topography is an important driver of the favourability of the landscape for maned wolf activity. Finally, we identified some human-wildlife conflicts in the surroundings of the protected area which could increase with increasing maned wolf populations. In conclusion, our results support the importance of maintaining the integrity of high-altitude open areas in the conservation of maned wolf habitat and provide useful data for maned wolf management at the core of its global current distribution. We highlight that this is the first study to use fuzzy logic tools at the local scale to analyze the favourability of territories for maned wolf activity in a highly favourable region along an elevational gradient.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Acevedo P, Real R (2012) Favourability: concept distinctive characteristics and potential usefulness. Naturwissenschaften 99:515–522

    CAS  PubMed  Google Scholar 

  • Aragona M, Setz E (2001) Diet of the maned wolf, Chrysocyon brachyurus (Mammalia: Canidae), during wet and dry seasons at Ibitipoca State Park, Brazil. J Zool 254:131–136

    Google Scholar 

  • Avila-Pires FD, Gouvea E (1977) Mamíferos do Parque Nacional do Itatiaia. Boletim do Museu Nacional, Nova Série Zoologia 291:1–29

    Google Scholar 

  • Aximoff I (2011) O que perdemos com a passagem do fogo pelos campos de altitude do Estado do Rio de Janeiro. Revista Biodiversidade Brasileira, Número Temático: Ecologia e Manejo do Fogo em Áreas Protegidas. 2:180–200

    Google Scholar 

  • Aximoff I, Cronemberger C, Pereira FA (2015) Amostragem de longa duração por armadilhas fotográficas dos mamíferos terrestres em dois parques nacionais no estado do Rio de Janeiro. Oecol Aust 19:215–231

    Google Scholar 

  • Aximoff I, Carvalho WD, Abdalla LS, Rosa CA (2018) New upper altitudinal range of anteater species in highlands of South America. North-West J, Zool, p e187701

    Google Scholar 

  • Barbosa AM (2016) fuzzySim: applying fuzzy logic to binary similarity indices inecology. Methods Ecol Evol 6:853–858

    Google Scholar 

  • Barbosa AM, Real R, Vargas JM (2010) Use of coarse-resolution models of species’ distributions to guide local conservation inferences. Conserv Biol 24:1378–1387

    PubMed  Google Scholar 

  • Barreto CG, Campos JB, Schwarzstein NT, Alves GSG, Coelho W (2013) Análise da Região da Unidade de Conservação. In: Instituto Chico Mendes de Conservação da Biodiversidade (ed) Plano de Manejo Parque Nacional do Itatiaia, Encartes 2 e 3. Ministério do Meio Ambiente, Brasília, pp 1–117

    Google Scholar 

  • Beca G, Vancine MH, Carvalho CS, Pedrosa F, Alves RSC, Buscariol D, Peres CA, Ribeiro MC, Galetti M (2017) High mammal species turnover in forest patches immersed in biofuel plantations. Biol Conserv 210:352–359

    Google Scholar 

  • Becker M, Dalponte JC (1991) Rastros de mamíferos silvestres brasileiros: um guia de campo. Editora Universidade de Brasília, Brasília

    Google Scholar 

  • Bereta A, Freitas SR, Bueno C (2017) Novas ocorrências de Chrysocyon brachyurus (Carnivora) no estado do Rio de Janeiro indicando a expansão de sua distribuição geográfica. Bol Soc Bras Mastozool 78:5–8

    Google Scholar 

  • Bueno AA, Motta-Junior JC (2009) Feeding habits of the maned wolf, Chrysocyon brachyurus (Carnivora: Canidae), in southeast Brazil. Stud Neotrop Fauna Environ 44:67–75

    Google Scholar 

  • Burnham KP, Anderson DR (2002) Model selection and inference: a practical information-theoretic approach. Springer, New York

    Google Scholar 

  • Caro T (2010) Conservation by proxy: indicator, umbrella, keystone, flagship, and other surrogate species. Island Press, Washington

    Google Scholar 

  • Carvalho WD, Xavier BS, Esbérard CEL (2015) Primatas do Parque Estadual da Serra do Papagaio e RPPNs adjascentes, estado de Minas Gerais. Neotrop Primates 22:25–31

    Google Scholar 

  • Carvalho WD, Martins MA, Esbérard CEL, Palmeirim JM (2019) Traits that allow bats of tropical lowland origin to conquer mountains: bat assemblages along elevational gradients in the South American Atlantic Forest. J Biogeogr 46:316–331

    Google Scholar 

  • Childs-Sanford SE (2005) The captive maned wolf (Chrysocyon brachyurus): nutritional considerations with emphasis on management of cystinuria. Master thesis, University of Maryland

  • Coelho CM, De Melo LFB, Sábato MAL, Magni EMV, Hirsch A, Young RJ (2008) Habitat use by wild maned wolves (Chrysocyon brachyurus) in a transition zone environment. J Mammal 89:97–104

    Google Scholar 

  • Coelho L, Romero D, Queirolo D, Guerrero JC (2018) Understanding factors affecting the distribution of the maned wolf (Chrysocyon brachyurus) in South America: spatial dynamics and environmental drivers. Mammal Biol 92:54–61

    Google Scholar 

  • Cramer JS (1999) Predictive performance of binary logit model in unbalanced samples. J R Stat Soc 48:85–94

    Google Scholar 

  • Curi NHA, Araújo AS, Campos FS, Lobato ZIP, Gennari SM, Marvulo MFV, Silva JCR, Talamoni SA (2010) Wild canids, domestic dogs and their pathogens in Southeast Brazil: disease threats for canid conservation. Biodivers Conserv 19:3513–3524

    Google Scholar 

  • Dietz JM (1984) Ecology and social organization of the maned wolf (Chrysocyon brachyurus). Smithsonian Institution Press, Washington

    Google Scholar 

  • Dietz JM (1985) Chrysocyon brachyurus. Mammal Species 234:1–4

    Google Scholar 

  • Eckhardt B (2016) Análise da presença e estratégias de conservação do lobo-guará Chrysocyon brachyurus (Illiger, 1815) no estado do Rio de Janeiro. Master thesis, Instituto de Pesquisas Jardim Botânico do Rio de Janeiro, Escola Nacional de Botânica Tropical

  • Ferreira J, Aragão L, Barlow J, Barreto P, Berenguer E, Bustamante M, Gardner T, Lees A, Lima A, Louzada J (2014) Brazil’s environmental leadership at risk. Science 346:706–707

    CAS  PubMed  Google Scholar 

  • Freitas S, Oliveira A, Ciocheti G, Vieira MV, Matos D (2015) How landscape features influence road-kill of three species of mammals in the Brazilian Savanna. Oecol Aust 18:35–45

    Google Scholar 

  • Geise L, Pereira L, Bossi D, Bergallo H (2004) Pattern of elevational distribution and richness of non volant mammals in Itatiaia National Park and its surroundings, in southeastern Brazil. Braz J Biol 64:599–612

    CAS  PubMed  Google Scholar 

  • Guisan A, Zimmermann NE (2000) Predictive habitat distribution models in ecology. Ecol Model 135:147–186

    Google Scholar 

  • Guisan A, Tingley R, Baumgartner JB, Naujokaitis-Lewis I, Sutcliffe PR, Tulloch AIT, Regan TJ, Brotons L, McDonald-Madden E, Mantyka-Pringle C, Martin TG, Rhodes JR, Maggini R, Setterfield SA, Elith J, Schwartz MW, Wintle BA, Broennimann BAO, Austin M, Ferrier S, Kearney MR, Possingham HP, Buckley YM (2013) Predicting species distributions for conservation decisions. Ecol Lett 16:1424–1435

    PubMed  PubMed Central  Google Scholar 

  • Hosmer DW, Lemeshow S (2000) Applied logistic regression, 2nd edn. Wiley, New York

    Google Scholar 

  • Hosmer DW, Lemeshow S, Sturdivant RX (2013) Applied logistic regression. Wiley, New York

    Google Scholar 

  • IBGE (Instituto Brasileiro de Geografa e Estatística) (2004) Mapa de Biomas do Brasil e o Mapa de Vegetação do Brasil. http://www.ibge.gov.br/home/presidencia/noticias/noticia_visualiza.php?id_noticia=169. Accessed 20 Jan 2019

  • IBGE (Instituto Brasileiro de Geografa e Estatística) (2016) Resolução nº4 publicada em 29/08/2016. Diário Oficial da União, Seção 1, página 47. http://www.jusbrasil.com.br/diarios/124117274/dou-secao-1-30-08-2016-pg-47. Accessed 20 Jan 2019

  • IEF-MG (Instituto Estadual de Florestas de Minas Gerais) (2008) Plano de Manejo do Parque Estadual da Serra do Papagaio. http://www.ief.mg.gov.br/images/stories/Plano_de_Manejo/serra_papagaio/encarte%20ii.pdf. Accessed 15 Jan 2019

  • INPE (Instituto Nacional de Pesquisas Espaciais) (2019) Topodata: banco de dados geomorfométricos do Brasil. Variáveis geomorfométricas locais. São José dos Campos. http://www.dsr.inpe.br/topodata/. Accessed 20 Jan 2019

  • Jácomo ATA, Kashivakura CK, Ferro C, Furtado MM, Astete SP, Tôrres NM, Sollmann R, Silveira L (2009) Home range and spatial organization of maned wolves in the Brazilian grasslands. J Mammal 90:150–157

    Google Scholar 

  • Knapp S (2002) Assessing patterns of plant endemism in neotropical uplands. Bot Rev 68:22–37

    Google Scholar 

  • Koeppen W (1948) Climatologia: con un estudio de los climas de la tierra. Universidad Católica de Córdoba, Córdoba

    Google Scholar 

  • Le Saout S, Hoffmann M, Shi Y, Hughes A, Bernard C, Brooks TM, Bertzky B, Butchart SH, Stuart SN, Badman T (2013) Protected areas and effective biodiversity conservation. Science 342:803–805

    PubMed  Google Scholar 

  • Lobo J, Jiménez-Valverde A. & Real R (2008) AUC: a misleading measure of the performance of predictive distribution models. Glob Ecol Biogeogr 17:145–151.

    Google Scholar 

  • Lumley T (2004) Analysis of complex survey samples. J Stat Softw 9:1–19

    Google Scholar 

  • Lumley T (2018) Survey: analysis of complex survey samples. R package version 3.35. https://cran.r-project.org/web/packages/survey/index.html. Accessed 15 Nov 2018

  • Martinelli G (1996) Campos de altitude. Editora Index, Rio de Janeiro

    Google Scholar 

  • Martinelli G (2007) Mountain biodiversity in Brazil. Braz J Bot 30:587–597

    Google Scholar 

  • Massara RL, Paschoal A, Hirsch A, Chiarello A (2012) Diet and habitat use by maned wolf outside protected areas in eastern Brazil. Trop Conserv Sci 5:284–300

    Google Scholar 

  • Massara R, Paschoal A, Chiarello A (2015) Gastrointestinal parasites of maned wolf (Chrysocyon brachyurus, Illiger 1815) in a suburban area in southeastern Brazil. Braz J Biol 75:643–649

    CAS  PubMed  Google Scholar 

  • Mendonça JGF (2017) Campos de altitude do Parque Estadual da Serra do Papagaio, Minas Gerais, Brasil: Composição florística, fitogeografia e estrutura da vegetação. Master thesis, Universidade Federal de Juiz de Fora

  • Mentz LA, Oliveira PL (2004) Solanum (Solanaceae) na região sul do Brasil. Instituto Anchietano de Pesquisas, São Leopoldo

    Google Scholar 

  • MMA (Ministério do Meio Ambiente) (2014) Portaria do Ministério do Meio Ambiente nº 444, de 17 de dezembro de 2014: Espécies da fauna brasileira ameaçadas de extinção. http://www.icmbio.gov.br/portal/images/stories/docs-plano-de-acao/00-saiba-mais/04-_PORTARIA_MMA_N%C2%BA_444_DE_17_DE_DEZ_DE_2014.pdf. Accessed 13 Mar 2019

  • Montgomery DC, Peck EA (1992) Introduction to linear regression analysis. Wiley, New York

    Google Scholar 

  • Myers N, Mittermeier RA, Mittermeier CG, Da Fonseca GA, Kent J (2000) Biodiversity hotspots for conservation priorities. Nature 403:853–858

    CAS  PubMed  Google Scholar 

  • Myslajek RW, Nowak S, Jedrzejewska B (2012) Distribution, characteristics and use of shelters by the Eurasian badger Meles meles along an altitudinal gradient in the Western Carpathians, S Poland. Folia Zool 61:152–160

    Google Scholar 

  • Oliveira-Filho AT, Fontes MAL (2000) Patterns of floristic differentiation among Atlantic Forests in Southeastern Brazil and the influence of climate 1. Biotropica 32:793–810

    Google Scholar 

  • Ortiz FR, Menezes FA, Abegg AD, Landroz EMJ, Feio RN (2017) A new record for Melanophryniscus moreirae (Miranda-Ribeiro, 1920) (Amphibia, Anura, Bufonidae) in the state of Minas Gerais, Brazil. Check List 13:2140

    Google Scholar 

  • Paolino RM, Versiani NF, Pasqualotto N, Rodrigues TF, Krepschi VG, Chiarello AG (2016) Buffer zone use by mammals in a Cerrado protected area. Biota Neotrop 16:e20140117

    Google Scholar 

  • Paula RC, Medici P, Morato RG (2008) Plano de Ação para Conservação do Lobo-guará: análise de viabilidade populacional e de hábitat (PHVA). MMA/ICMBio/CENAP, Brasília

    Google Scholar 

  • Paula R, Rodrigues F, Queirolo R, Lemos F, Rodrigues L (2013) Avaliação do estado de conservação do Lobo-guará Chrysocyon brachyurus (Illiger, 1815) no Brasil. Biodiversidade Brasileira 3:146–159

    Google Scholar 

  • Queirolo D, Motta-Junior JC (2007) Prey availability and diet of maned wolf in Serra da Canastra National Park, sotheastern Brazil. Acta Theriol 52:391–402

    Google Scholar 

  • Queirolo D, Moreira JR, Soler L, Emmons LH, Rodrigues FH, Pautasso AA, Cartes JL, Salvatori V (2011) Historical and current range of the near threatened maned wolf Chrysocyon brachyurus in South America. Oryx 45:296–303

    Google Scholar 

  • R Core Team (2017) R: a language and environment for statistical computing. R Foundation for Statistical Computing. Vienna, Austria. https://www.R-project.org/. Accessed 15 Nov 2018

  • Real R, Barbosa AM, Vargas JM (2006) Obtaining environmental favourability functions from logistic regression. Environ Ecol Stat 13:237–245

    Google Scholar 

  • Real R, Barbosa AM, Bull JW (2017) Species distributions, quantum theory, and the enhancement of biodiversity measures. Syst Biol 66:453–462

    PubMed  Google Scholar 

  • Reis NR, Peracchi AL, Rossaneis BK, Fregonezi MN (2010) Técnicas de estudos aplicados aos mamíferos silvestres brasileiros. Technical Books Editora, Rio de Janeiro

    Google Scholar 

  • Ribeiro MC, Metzger JP, Martensen AC, Ponzoni FJ, Hirota MM (2009) The Brazilian Atlantic Forest: how much is left, and how is the remaining forest distributed? Implications for conservation. Biol Conserv 142:1141–1153

    Google Scholar 

  • Ribeiro JHC, Santana LD, Carvalho FA (2018) Composition, structure and biodiversity of trees in tropical montane cloud forest patches in Serra do Papagaio State Park, southeast Brazil. Edinb J Bot 75:255–284

    Google Scholar 

  • Rodrigues F, Oliveira T (2006) Unidades de conservação e seu papel na conservação de carnívoros brasileiros. In: Morato GM, Rodrigues FHG, Eizirik E, Mangini PR, Azevedo FCC, Marinho-Filho J (eds) Manejo e Conservação de carnívoros tropicais. Edições IBAMA, Brasília, pp 97–110

    Google Scholar 

  • Romero D, Olivero J, Brito JC, Real R (2016) Comparison of approaches to combine species distribution models based on different sets of predictors. Ecography 39:561–571

    Google Scholar 

  • Romero D, Olivero J, Real R, Guerrero JC (2019) Applying fuzzy logic to assess the biogeographical risk of dengue in South America. Parasit Vectors. https://doi.org/10.1186/s13071-019-3691-5

    Article  PubMed  PubMed Central  Google Scholar 

  • Rosa CA, Santos KK, Faria GMM, Puertas F, Passamani M (2015) Dietary behavior of the Maned wolf Chrysocyon brachyurus (Illiger, 1815) and the record of predation of Brown tinamou Crypturellus obsoletus (Temminck, 1815) (Tinamiformes, Tinamidae) at Mantiqueira Mountains, Southeastern Brazil. Bol Soc Bras Mastozool 72:7–10

    Google Scholar 

  • Safford H (1999) Brazilian Páramos I. An introduction to the physical environment and vegetation of the campos de altitude. J Biogeogr 26:693–712

    Google Scholar 

  • Segadas-Vianna F, Dau L (1965) Ecology of the Itatiaia Range. Imprensa Nacional, Southeastern Brazil

    Google Scholar 

  • Silva JA, Talamoni SA (2003) Diet adjustments of maned wolves, Chrysocyon brachyurus (Illiger) (Mammalia, Canidae), subjected to supplemental feeding in a private natural reserve, Southeastern Brazil. Rev Bras Zool 20:339–345

    Google Scholar 

  • Silveira L, Furtado MM, Tôrres NM, Sollmann R, Uhl G, Jácomo ATA (2009) Maned wolf density in a Central Brazilian grassland reserve. J Wildl Manag 73:68–71. https://doi.org/10.2193/2008-051

    Article  Google Scholar 

  • Simas FNB, Schaefer CEGR, Fernandes Filho EI, Chagas AC, Brandão PC (2005) Chemistry, mineralogy and micropedology of highland soils on crystalline rocks of Serra da Mantiqueira, southeastern Brazil. Geoderma 125:187–201

    CAS  Google Scholar 

  • Stehmann J, Mentz L, Agra M, Vignoli-Silva M, Giacomin L, Rodrigues I (2014) Solanaceae in lista de espécies da Flora do Brasil. Jardim Botânico do Rio de Janeiro, Rio de Janeiro

    Google Scholar 

  • Ururahy JCC, Collares JER, Santos MM, Barreto RAA (1983) Folhas SF.23/24 Rio de Janeiro/Vitória; geologia, geomorfologia, pedologia, vegetação e uso potencial da terra. Projeto RADAMBRASIL: as regiões fitoecológicas, sua natureza e seus recursos econômicos (4—Vegetação). Estudo Fitogeográfico, Rio de Janeiro

    Google Scholar 

  • Wald A (1943) Tests of statistical hypotheses concerning several parameters with applications to problems of estimation. Trans Am Math Soc 54:426–482

    Google Scholar 

  • Xavier MS, Lemos HM, Caccavo A, Bezerra A, Secco H, Gonçalves PR (2017) Noteworthy coastal records of the maned wolf, Chrysocyon brachyurus (Illiger, 1815), in Southeastern Brazil. Bol Soc Bras Mastozool 78:9–13

    Google Scholar 

  • Xavier BS, Carvalho WD, Dias D, Tabosa LO, Santos CEL, Esbérard CEL (2018) Bat richness (Mammalia: Chiroptera) in an area of montane Atlantic Forest in the Serra da Mantiqueira, state of Minas Gerais, southeast Brazil. Biota Neotrop 18:e20170496. https://doi.org/10.1590/1676-0611-bn-2017-0496

    Article  Google Scholar 

  • Zar JH (2010) Biostatistical analysis. Pearson Prentice Hall, Nova Jersey

    Google Scholar 

  • Zuur A, Feno E, Walker N, Saveliev A, Smith G (2009) Mixed effects models and extensions in ecology with R. Springer, New York

    Google Scholar 

Download references

Acknowledgements

We thank the Instituto Chico Mendes de Conservação da Biodiversidade (ICMBio—SISBIO license 16968-1) and Instituto Estadual de Florestas de Minas Gerais (IEF—license 151/11—Extensão I), the administration of both protected areas for logistical support during this study. WDC is supported by Coordination for the Improvement of Higher Education Personnel (CAPES) through a postdoctoral scholarship (CAPES-PNPD). LMR was financially supported by the University of Aveiro (Department of Biology), CESAM (UID/AMB/50017), FCT/MEC through national funds, and the co-funding by the FEDER, within the PT2020 Partnership Agreement and Compete 2020. We also thank Clarissa Alves da Rosa for important contributions as a reviewer and Karen Mustin for the English review of this manuscript. Dr. David Romero was supported by a postdoctoral grant from the Graduate Academic Commission (CAP, from Spanish acronym Comisión Académica de Posgrado) of the Universidad de la República (2018–2020).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to David Romero.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Additional information

Handling editor: Emmanuel Serrano.

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendix

Appendix

See Figs. 4 and 5 and Table 4.

Fig. 4
figure 4

Main land-cover classes used in the model and the location of sampling transect. a Types of land covers, and b altitude vegetation bands

Fig. 5
figure 5

Maned wolf records. a Rural area in Resende county, b high-altitude grasslands in Itatiaia National Park, c faeces with plastic, d camera-trap record in INP, e next to the park ranger’s house in INP, f urban area in Itatiaia county, g urban area in Resende county, h on a dirt road in Itamonte County, inside Itatiaia National Park

Table 4 Pearson’s correlation test

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Aximoff, I., Carvalho, W.D., Romero, D. et al. Unravelling the drivers of maned wolf activity along an elevational gradient in the Atlantic Forest, south-eastern Brazil. Mamm Biol 100, 187–201 (2020). https://doi.org/10.1007/s42991-020-00017-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s42991-020-00017-x

Keywords

Navigation