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Published in: Biodiversity and Conservation 5/2017

29-12-2016 | Original Paper

Camera trapping surveys of forest mammal communities in the Eastern Arc Mountains reveal generalized habitat and human disturbance responses

Authors: Francesco Rovero, Nisha Owen, Trevor Jones, Elisabetta Canteri, Aaron Iemma, Clara Tattoni

Published in: Biodiversity and Conservation | Issue 5/2017

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Abstract

Large-bodied mammals are a rich and diversified faunal group in tropical rainforests. However, knowledge on community size and composition, and on species’ distribution and ecology remains often scant and inadequate against their chronic status of threats. We used camera trapping to detect mammals in the forests of the Eastern Arc Mountains (EAM) of Tanzania, a world renowned region for biodiversity comprised by a series of distinct and ancient mountain ranges partially covered in moist montane forest. We conducted surveys from 2003 to 2011 in eight of the 12 mountain blocks in Tanzania, and, through an overall sampling effort of 11,500 camera days, we detected 43 species. We normalized species richness and species’ detection events by effort, and used these metrics to assess the effect of habitat and human disturbance variables. We found that rarefied richness is positively affected by forest area at the block level, and that richness at forest patch level is also affected by forest area as well as surrounding human density (negative effect). For a subset of 17 species, we found consistent patterns of avoidance or tolerance of human disturbance and forest edges, and increased occurrence in areas at higher elevation, matching the historical forest loss that in most mountains occurred at lower elevation. Our study provides ecological insights that are novel for most species and sites, and reveals a general trend of negative impact of human disturbance on both community size and species’ relative abundance. Increased protection of the EAM forests in Tanzania is of urgent importance for the persistence of diversified mammal communities.

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Literature
go back to reference Ahrends A, Rahbek C, Bulling MT, Burgess ND, Platts PJ, Lovett JC, Kindemba VW, Owen N, Sallu AN, Marshall AR, Mhoro BE, Fanning E, Marchant R (2011) Conservation and the botanist effect. Biol Conserv 144:131–140CrossRef Ahrends A, Rahbek C, Bulling MT, Burgess ND, Platts PJ, Lovett JC, Kindemba VW, Owen N, Sallu AN, Marshall AR, Mhoro BE, Fanning E, Marchant R (2011) Conservation and the botanist effect. Biol Conserv 144:131–140CrossRef
go back to reference Ahumada J, Faresin C, Gajapersad K, Hallam C, Hurtado J, Martin E, McWilliam A, Mugerwa B, O’Brien T, Rovero F, Sheil D, Spironello W, Winarni N, Andelman S (2011) Community structure and diversity of tropical forest mammals: data from a global camera trap network. Phil Trans R Soc B Biol Sci 366:2703–2711CrossRef Ahumada J, Faresin C, Gajapersad K, Hallam C, Hurtado J, Martin E, McWilliam A, Mugerwa B, O’Brien T, Rovero F, Sheil D, Spironello W, Winarni N, Andelman S (2011) Community structure and diversity of tropical forest mammals: data from a global camera trap network. Phil Trans R Soc B Biol Sci 366:2703–2711CrossRef
go back to reference Bates D, Maechler M, Bolker B, Walker S (2015) Fitting linear mixed-effects models using lme4. J Stat Softw 67:1–48CrossRef Bates D, Maechler M, Bolker B, Walker S (2015) Fitting linear mixed-effects models using lme4. J Stat Softw 67:1–48CrossRef
go back to reference Beaudrot L, Ahumada JA, O’Brien T, Alvarez-Loayza P, Boekee K, Campos-Arceiz A, Eichberg D, Espinosa S, Fegraus E, Fletcher C, Gajapersad K, Hallam C, Hurtado J, Jansen PA, Kumar A, Larney E, Lima M, Mahony C, Martin EH, McWilliam A, Mugerwa B, Ndoundou-Hockemba M, Razafimahaimodison JC, Romero-Salto H, Rovero F, Salvador J, Santos F, Sheil D, Spironello WR, Willig MR, Winarni NL, Zvoleff A, Andelman SJ (2016) Standardized assessment of biodiversity trends in tropical forest protected areas: the end is not in sight. PLoS Biol 14(1):e1002357. doi:10.1371/journal.pbio.1002357 CrossRefPubMedPubMedCentral Beaudrot L, Ahumada JA, O’Brien T, Alvarez-Loayza P, Boekee K, Campos-Arceiz A, Eichberg D, Espinosa S, Fegraus E, Fletcher C, Gajapersad K, Hallam C, Hurtado J, Jansen PA, Kumar A, Larney E, Lima M, Mahony C, Martin EH, McWilliam A, Mugerwa B, Ndoundou-Hockemba M, Razafimahaimodison JC, Romero-Salto H, Rovero F, Salvador J, Santos F, Sheil D, Spironello WR, Willig MR, Winarni NL, Zvoleff A, Andelman SJ (2016) Standardized assessment of biodiversity trends in tropical forest protected areas: the end is not in sight. PLoS Biol 14(1):e1002357. doi:10.​1371/​journal.​pbio.​1002357 CrossRefPubMedPubMedCentral
go back to reference Bowkett AE, Rovero F, Marshall AR (2008) The use of camera-trap data to model habitat use by antelope species in the Udzungwa Mountain forests, Tanzania. Afr J Ecol 46:479–487CrossRef Bowkett AE, Rovero F, Marshall AR (2008) The use of camera-trap data to model habitat use by antelope species in the Udzungwa Mountain forests, Tanzania. Afr J Ecol 46:479–487CrossRef
go back to reference Bowkett AE, Jones T, Rovero F, Nielsen MR, Davenport TRB, Hawkins DM, Plowman AB, Stevens JR (2014) Distribution and genetic diversity of the endangered Abbott’s duiker Cephalophus spadix in the Udzungwa Mountains, Tanzania. Endanger Species Res 24:105–114CrossRef Bowkett AE, Jones T, Rovero F, Nielsen MR, Davenport TRB, Hawkins DM, Plowman AB, Stevens JR (2014) Distribution and genetic diversity of the endangered Abbott’s duiker Cephalophus spadix in the Udzungwa Mountains, Tanzania. Endanger Species Res 24:105–114CrossRef
go back to reference Burgess ND, Butynski TM, Cordeiro NJ, Doggart N, Fjeldsa J, Howell KM, Kilahama F, Loader SP, Lovett JC, Mbilnyi B, Menegon M, Moyer DC, Nashanda E, Perkin A, Rovero F, Stanley WT, Stuart SN (2007) The biological importance of the Eastern Arc Mountains of Tanzania and Kenya. Biol Conserv 134:209–231CrossRef Burgess ND, Butynski TM, Cordeiro NJ, Doggart N, Fjeldsa J, Howell KM, Kilahama F, Loader SP, Lovett JC, Mbilnyi B, Menegon M, Moyer DC, Nashanda E, Perkin A, Rovero F, Stanley WT, Stuart SN (2007) The biological importance of the Eastern Arc Mountains of Tanzania and Kenya. Biol Conserv 134:209–231CrossRef
go back to reference Carbone C, Christie S, Conforti K, Coulson T, Franklin N, Ginsberg JR, Griffiths M, Holden J, Kawanishi K, Kinnaird M, Laidlaw R, Lynam A, MacDonald DW, Martyr D, McDougal C, Nath L, O’Brien T, Seidensticker J, Smith D, Sunquist M, Tilson R, Wan Shahruddin WN (2001) The use of photographic rates to estimate densities of tigers and other cryptic mammals. Anim Conserv 4:75–79CrossRef Carbone C, Christie S, Conforti K, Coulson T, Franklin N, Ginsberg JR, Griffiths M, Holden J, Kawanishi K, Kinnaird M, Laidlaw R, Lynam A, MacDonald DW, Martyr D, McDougal C, Nath L, O’Brien T, Seidensticker J, Smith D, Sunquist M, Tilson R, Wan Shahruddin WN (2001) The use of photographic rates to estimate densities of tigers and other cryptic mammals. Anim Conserv 4:75–79CrossRef
go back to reference Ceballos G, Ehrlich P, Soberon J, Salazar I, Fay J (2005) Global mammal conservation: what must we manage? Science 309:603–607CrossRefPubMed Ceballos G, Ehrlich P, Soberon J, Salazar I, Fay J (2005) Global mammal conservation: what must we manage? Science 309:603–607CrossRefPubMed
go back to reference Colwell R, Chang X, Chang J (2004) Interpolating, extrapolating, and comparing incidence-based species accumulation curves. Ecology 85:2717–2727CrossRef Colwell R, Chang X, Chang J (2004) Interpolating, extrapolating, and comparing incidence-based species accumulation curves. Ecology 85:2717–2727CrossRef
go back to reference Cordeiro NJ, Seddon N, Capper DR, Ekstrom JM, Howell KM, Isherwood IS, Msuya CA, Mushi JT, Perkin AW, Pople RG, Stanley WT (2005) Notes on the ecology and status of some forest mammals in four Eastern Arc Mountains, Tanzania. J East Afr Nat Hist 94:175–189CrossRef Cordeiro NJ, Seddon N, Capper DR, Ekstrom JM, Howell KM, Isherwood IS, Msuya CA, Mushi JT, Perkin AW, Pople RG, Stanley WT (2005) Notes on the ecology and status of some forest mammals in four Eastern Arc Mountains, Tanzania. J East Afr Nat Hist 94:175–189CrossRef
go back to reference De Luca D, Rovero F (2006) First records in Tanzania of the Vulnerable Jackson’s mongoose Bdeogale jacksoni (Herpestidae). Oryx 40:468–471CrossRef De Luca D, Rovero F (2006) First records in Tanzania of the Vulnerable Jackson’s mongoose Bdeogale jacksoni (Herpestidae). Oryx 40:468–471CrossRef
go back to reference Doggart N, Perkin A, Kiure J, Fjeldså J, Poynton J, Burgess N (2006) Changing places: how the results of new field work in the Rubeho Mountains influence conservation priorities in the Eastern Arc Mountains of Tanzania. Afr J Ecol 44:134–144CrossRef Doggart N, Perkin A, Kiure J, Fjeldså J, Poynton J, Burgess N (2006) Changing places: how the results of new field work in the Rubeho Mountains influence conservation priorities in the Eastern Arc Mountains of Tanzania. Afr J Ecol 44:134–144CrossRef
go back to reference Hall J, Burgess ND, Lovett J, Mbilinyi B, Gereau RE (2009) Conservation implications of deforestation across an elevational gradient in the Eastern Arc Mountains, Tanzania. Biol Conserv 142:2510–2521CrossRef Hall J, Burgess ND, Lovett J, Mbilinyi B, Gereau RE (2009) Conservation implications of deforestation across an elevational gradient in the Eastern Arc Mountains, Tanzania. Biol Conserv 142:2510–2521CrossRef
go back to reference Harcourt AH, Doherty DA (2005) Species-area relationships of primates in tropical forest fragments: a global analysis. J Appl Ecol 42:630–637CrossRef Harcourt AH, Doherty DA (2005) Species-area relationships of primates in tropical forest fragments: a global analysis. J Appl Ecol 42:630–637CrossRef
go back to reference Hegerl C, Burgess N, Nielsen M, Martin E, Ciolli M, Rovero F (2015) Using camera trap data to assess the impact of bushmeat hunting on forest mammals in Tanzania. Oryx. doi:10.1017/S0030605315000836 Hegerl C, Burgess N, Nielsen M, Martin E, Ciolli M, Rovero F (2015) Using camera trap data to assess the impact of bushmeat hunting on forest mammals in Tanzania. Oryx. doi:10.​1017/​S003060531500083​6
go back to reference Henle K, Davies KF, Kleyer M, Margules C, Settele J (2004) Predictors of species sensitivity to fragmentation. Biodivers Conserv 13:207–251CrossRef Henle K, Davies KF, Kleyer M, Margules C, Settele J (2004) Predictors of species sensitivity to fragmentation. Biodivers Conserv 13:207–251CrossRef
go back to reference Hurlbert SH (1971) The nonconcept of species diversity: a critique and alternative parameters. Ecology 52:577–586CrossRef Hurlbert SH (1971) The nonconcept of species diversity: a critique and alternative parameters. Ecology 52:577–586CrossRef
go back to reference Kingdon J (2015) The Kingdon field guide to African mammals, 2nd edn. Bloomsbury Publishing, London Kingdon J (2015) The Kingdon field guide to African mammals, 2nd edn. Bloomsbury Publishing, London
go back to reference MacArthur RH, Wilson EO (1967) The theory of island biogeography. Princeton University Press, Princeton MacArthur RH, Wilson EO (1967) The theory of island biogeography. Princeton University Press, Princeton
go back to reference Maindonald J, Braun J (2003) Data analysis and graphics using R–an example-based approach. Cambridge University Press, New York, p 362p Maindonald J, Braun J (2003) Data analysis and graphics using R–an example-based approach. Cambridge University Press, New York, p 362p
go back to reference Marshall AR, Jørgensbye HIO, Rovero F, Platts PJ, White PCL, Lovett JC (2010) The species-area relationship and confounding variables in a threatened monkey community. Am J Primatol 72:325–336PubMed Marshall AR, Jørgensbye HIO, Rovero F, Platts PJ, White PCL, Lovett JC (2010) The species-area relationship and confounding variables in a threatened monkey community. Am J Primatol 72:325–336PubMed
go back to reference Martin E, Cavada N, Ndibalema V, Rovero F (2015) Modelling fine scale habitat associations of medium-to-large forest mammals in the Udzungwa Mountains of Tanzania using camera trapping. Trop Zool 28:137–151CrossRef Martin E, Cavada N, Ndibalema V, Rovero F (2015) Modelling fine scale habitat associations of medium-to-large forest mammals in the Udzungwa Mountains of Tanzania using camera trapping. Trop Zool 28:137–151CrossRef
go back to reference Myers N, Mittermeier RA, Mittermeier CG, da Fonseca GAB, Kent J (2000) Biodiversity hotspots for conservation priorities. Nature 403:853–858CrossRefPubMed Myers N, Mittermeier RA, Mittermeier CG, da Fonseca GAB, Kent J (2000) Biodiversity hotspots for conservation priorities. Nature 403:853–858CrossRefPubMed
go back to reference O’Brien TG, Kinnaird MF, Wibisono HT (2003) Crouching tigers, hidden prey: Sumatran tiger and prey populations in a tropical forest landscape. Anim Conserv 6:131–139CrossRef O’Brien TG, Kinnaird MF, Wibisono HT (2003) Crouching tigers, hidden prey: Sumatran tiger and prey populations in a tropical forest landscape. Anim Conserv 6:131–139CrossRef
go back to reference O’Connell AF, Nichols JD, Karanth KU (2011) Camera traps in animal ecology: methods and analysis. Springer, New YorkCrossRef O’Connell AF, Nichols JD, Karanth KU (2011) Camera traps in animal ecology: methods and analysis. Springer, New YorkCrossRef
go back to reference Oksanen J, Kindt R, Legendre P, O’Hara B, Stevens MHH, Sarkar D (2008) Lattice: multivariate data visualization with R. Springer, Berlin Oksanen J, Kindt R, Legendre P, O’Hara B, Stevens MHH, Sarkar D (2008) Lattice: multivariate data visualization with R. Springer, Berlin
go back to reference Platts PJ, Ahrends A, Gereau RE, McClean C, Lovett JC, Marshall A, Pellikka P, Mulligan M, Fanning E, Marchant R (2010) Can distribution models help refine inventory-based estimates of conservation priority? A case study in the Eastern Arc forests of Tanzania and Kenya. Divers Distrib 16:628–642CrossRef Platts PJ, Ahrends A, Gereau RE, McClean C, Lovett JC, Marshall A, Pellikka P, Mulligan M, Fanning E, Marchant R (2010) Can distribution models help refine inventory-based estimates of conservation priority? A case study in the Eastern Arc forests of Tanzania and Kenya. Divers Distrib 16:628–642CrossRef
go back to reference Platts PJ, Burgess ND, Gereau RE, Lovett JC, Marshall ARM, McClean CJ, Pellikka PKE, Swetnam RD, Marchant R (2011) Delimiting tropical mountain ecoregions for conservation. Environ Conserv 38:312–324CrossRef Platts PJ, Burgess ND, Gereau RE, Lovett JC, Marshall ARM, McClean CJ, Pellikka PKE, Swetnam RD, Marchant R (2011) Delimiting tropical mountain ecoregions for conservation. Environ Conserv 38:312–324CrossRef
go back to reference Rovero F, De Luca DW (2007) Checklist of mammals of the Udzungwa Mountains of Tanzania. Mammalia 71:47–55CrossRef Rovero F, De Luca DW (2007) Checklist of mammals of the Udzungwa Mountains of Tanzania. Mammalia 71:47–55CrossRef
go back to reference Rovero F, Marshall AR (2009) Camera trapping photographic rate as an index of density in forest ungulates. J Appl Ecol 46:1011–1017CrossRef Rovero F, Marshall AR (2009) Camera trapping photographic rate as an index of density in forest ungulates. J Appl Ecol 46:1011–1017CrossRef
go back to reference Rovero F, Doggart N, Bowkett A, Burgess N (2006) New records for Lowe’s servaline genet from the Eastern Arc Mountains of Tanzania. Oryx 40:139 Rovero F, Doggart N, Bowkett A, Burgess N (2006) New records for Lowe’s servaline genet from the Eastern Arc Mountains of Tanzania. Oryx 40:139
go back to reference Rovero F, Rathbun GB, Perkin A, Jones T, Ribble DO, Leonard C, Mwakisoma RR, Doggart N (2008) A new species of giant sengi or elephant-shrew (genus Rhynchocyon) highlights the exceptional biodiversity of the Udzungwa Mountains of Tanzania. J Zool (London) 274:126–133CrossRef Rovero F, Rathbun GB, Perkin A, Jones T, Ribble DO, Leonard C, Mwakisoma RR, Doggart N (2008) A new species of giant sengi or elephant-shrew (genus Rhynchocyon) highlights the exceptional biodiversity of the Udzungwa Mountains of Tanzania. J Zool (London) 274:126–133CrossRef
go back to reference Rovero F, Mtui A, Kitegile A, Nielsen M (2012) Hunting or habitat degradation? Decline of primate populations in Udzungwa Mountains, Tanzania: an analysis of threats. Biol Conserv 146:89–96CrossRef Rovero F, Mtui A, Kitegile A, Nielsen M (2012) Hunting or habitat degradation? Decline of primate populations in Udzungwa Mountains, Tanzania: an analysis of threats. Biol Conserv 146:89–96CrossRef
go back to reference Rovero F, Collett L, Ricci S, Martin E, Spitale D (2013) Distribution, occupancy and habitat associations of the grey-faced sengi (Rhynchocyon udzungwensis) as revealed by camera traps. J Mammal 94:792–800CrossRef Rovero F, Collett L, Ricci S, Martin E, Spitale D (2013) Distribution, occupancy and habitat associations of the grey-faced sengi (Rhynchocyon udzungwensis) as revealed by camera traps. J Mammal 94:792–800CrossRef
go back to reference Rovero F, Martin E, Rosa M, Ahumada JA, Spitale D (2014a) Estimating species richness and modelling habitat preferences of tropical forest mammals from camera trap data. PLoS ONE 9(7):e103300CrossRefPubMedPubMedCentral Rovero F, Martin E, Rosa M, Ahumada JA, Spitale D (2014a) Estimating species richness and modelling habitat preferences of tropical forest mammals from camera trap data. PLoS ONE 9(7):e103300CrossRefPubMedPubMedCentral
go back to reference Rovero F, Menegon M, Fjeldså J, Collett L, Doggart N, Leonard C, Norton G, Owen N, Perkin A, Spitale D, Ahrends A, Burgess ND (2014b) Targeted vertebrate surveys enhance the faunal importance and improve explanatory models within the Eastern Arc Mountains of Kenya and Tanzania. Divers Distrib 20:1438–1449CrossRef Rovero F, Menegon M, Fjeldså J, Collett L, Doggart N, Leonard C, Norton G, Owen N, Perkin A, Spitale D, Ahrends A, Burgess ND (2014b) Targeted vertebrate surveys enhance the faunal importance and improve explanatory models within the Eastern Arc Mountains of Kenya and Tanzania. Divers Distrib 20:1438–1449CrossRef
go back to reference Rowcliffe JM, Field J, Turvey ST, Carbone C (2008) Estimating animal density using camera traps without the need for individual recognition. J Appl Ecol 45:1228–1236CrossRef Rowcliffe JM, Field J, Turvey ST, Carbone C (2008) Estimating animal density using camera traps without the need for individual recognition. J Appl Ecol 45:1228–1236CrossRef
go back to reference Schipper J et al (2008) The status of the world’s land and marine mammals: diversity, threat, and knowledge. Science 141:67–77 Schipper J et al (2008) The status of the world’s land and marine mammals: diversity, threat, and knowledge. Science 141:67–77
go back to reference Tobler MW, Carrillo-Percastegui SE, Leite Pitman R, Mares R, Powell G (2008) An evaluation of camera traps for inventorying large-and medium-sized terrestrial rainforest mammals. Anim Conserv 11:169–178CrossRef Tobler MW, Carrillo-Percastegui SE, Leite Pitman R, Mares R, Powell G (2008) An evaluation of camera traps for inventorying large-and medium-sized terrestrial rainforest mammals. Anim Conserv 11:169–178CrossRef
go back to reference Vetter D, Hansbauer MM, Vegvari Z, Storch I (2011) Predictors of forest fragmentation sensitivity in neotropical vertebrates: a quantitative review. Ecography 34:1–8CrossRef Vetter D, Hansbauer MM, Vegvari Z, Storch I (2011) Predictors of forest fragmentation sensitivity in neotropical vertebrates: a quantitative review. Ecography 34:1–8CrossRef
go back to reference Wickham H (2007) Reshaping data with the reshape package. J Stat Softw 21:1–20CrossRef Wickham H (2007) Reshaping data with the reshape package. J Stat Softw 21:1–20CrossRef
go back to reference Wilson VJ (2001) Duikers of Africa: masters of the African forest floor. A Study of Duikers, people, hunting and bushmeat. Chipangali Wildlife Trust, Bulawayo Wilson VJ (2001) Duikers of Africa: masters of the African forest floor. A Study of Duikers, people, hunting and bushmeat. Chipangali Wildlife Trust, Bulawayo
go back to reference Yahner RH (1988) Changes in wildlife communities near edges. Conserv Biol 2:333–339CrossRef Yahner RH (1988) Changes in wildlife communities near edges. Conserv Biol 2:333–339CrossRef
go back to reference Zuur AF, Ieno EN, Walker NJ, Saveliev AA, Smith GM (2009) Mixed effects models and extensions in ecology with R. Springer, BerlinCrossRef Zuur AF, Ieno EN, Walker NJ, Saveliev AA, Smith GM (2009) Mixed effects models and extensions in ecology with R. Springer, BerlinCrossRef
Metadata
Title
Camera trapping surveys of forest mammal communities in the Eastern Arc Mountains reveal generalized habitat and human disturbance responses
Authors
Francesco Rovero
Nisha Owen
Trevor Jones
Elisabetta Canteri
Aaron Iemma
Clara Tattoni
Publication date
29-12-2016
Publisher
Springer Netherlands
Published in
Biodiversity and Conservation / Issue 5/2017
Print ISSN: 0960-3115
Electronic ISSN: 1572-9710
DOI
https://doi.org/10.1007/s10531-016-1288-2

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