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Space use in a South African agriculture landscape by the caracal (Caracal caracal)

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Abstract

Agricultural expansion has replaced many natural habitats and the landscape structure with potential benefits to certain wildlife species. Some of mesocarnivores widely use man-made habitats in agri-ecosystems that are devoid of large carnivores and often prey on livestock. We examined the space use and habitat relationships of radio-collared caracals Caracal caracal between May 2013 and December 2014 in the Drakensberg Midlands, South Africa, to identify suitable habitat for better management of caracals that are perceived as pests in these fragmented agricultural mosaic landscapes. Home ranges of males were bigger than those of females. Caracal movements increased more during the night than the daytime indicating avoidance of peak exposure time to human activities during the day in agricultural lands. Generalized linear mixed models showed that caracal space use increased with area availability of plantations and cultivations while their space use decreased with increasing altitude and area availability of forests. Our results showed that the modified habitat use over natural habitats and preference to altitude <1200 m by caracals are a consequence of behavioural facilitation and adaptation to access highly available prey resources, particularly, livestock and rodents in irrigated farmlands. Caracals have adapted to take advantage of the trophic resource enhancement by farming practices in agri-ecosystems, thereby facilitating their range expansion in agri-ecosystems, South Africa. Our findings aid in the sustainable management and planning of production-orientated agricultural lands. Therefore, management of these mesocarnivores is dependent on the conservation of sufficient natural habitats and prey species, to minimize their dependence on livestock and consequently reduce farmer-caracal conflict.

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References

  • Avenant NL, du Plessis JJ (2008) Sustainable small stock farming and ecosystem conservation in southern Africa: a role for small mammals? Mammalia 72:258–263

    Google Scholar 

  • Avenant NL, Nel JAJ (1998) Home-range use, activity, and density of caracal in relation to prey density. Afri J Ecol 36:347–359

    Article  Google Scholar 

  • Avenant NL, Nel JAJ (2002) Among habitat variation in prey availability and use by caracal Felis caracal. Mammal Biol 67:18–33

    Google Scholar 

  • Badenhorst CG (2014) The economic cost of large stock predation in the North West Province of South Africa. M.Sc. Thesis, University of the Free State, Bloemfontein, South Africa

  • Bagniewska JM, Kamler JF (2014) Do black-backed jackals affect numbers of smaller carnivores and prey? Afr J Ecol 52:564–567

    Article  Google Scholar 

  • Bartoń K (2013) MuMIn: multi-model inference. R package version 1(9):13 http://CRAN.R-project.org/package=MuMIn. Accessed 6 October 2014

    Google Scholar 

  • Bateman PW, Fleming PA (2012) Big city life: carnivores in urban environments. J Zool 287:1–23

    Article  Google Scholar 

  • Bates DM, Mächler M, Bolker BM, Walker SC (2014) lme4: linear mixed-effects models using Eigen and S4. R Package Version 1.1–7. Available online at: http://CRAN.R-project.org/package=lme4

  • Beyer HL (2004) Hawth’s analysis tools for ArcGIS. http://www.spatialecology.com/htools. Accessed 15 Aug 2014

  • Berger KM, Conner MM (2008) Recolonizing wolves and mesopredator suppression of coyotes: impacts on pronghorn population dynamics. Ecol Appl 18:599–612

    Article  PubMed  Google Scholar 

  • Braczkowski A, Watson L, Coulson D, Lucas J, Peiser B, Rossi M (2012) The diet of caracal, Caracal caracal, in two areas of the southern Cape, South Africa as determined by scat analysis. S Afr J Wildl Res 42:111–116

    Article  Google Scholar 

  • Breitenmoser-Wursten C, Henschel P, Sogbohossou E (2008) Caracal caracal. The IUCN red list of threatened species 2008: e.T3847A10121895. http://dx.doi.org/10.2305/IUCN.UK.2008.RLTS.T3847A10121895.en. Downloaded on 21 April 2016

  • Breslow NE, Clayton DG (1993) Approximate inference in generalized linear mixed models. J Am Stat Assoc 88:9–25

    Google Scholar 

  • Brockerhoff E, Jactel H, Parrotta J, Quine C, Sayer J (2008) Plantation forests and biodiversity: oxymoron or opportunity? Biodivers Conserv 17:925–951

    Article  Google Scholar 

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

    Google Scholar 

  • Calcagno V, de Mazancourt C (2010) Glmulti: an R package for easy automated model selection with (generalized) linear models. J Stat Soft 34:1–29

    Article  Google Scholar 

  • Campioni L, del Mar DM, Lourenço R, Bastianelli G, Fernández N, Penteriani V (2013) Individual and spatiotemporal variations in the home range behaviour of a long-lived, territorial species. Oecologia 172:371–385

    Article  PubMed  Google Scholar 

  • Coelho M, Juen L, Mendes-Oliveira AC (2014) The role of remnants of Amazon savanna for the conservation of Neotropical mammal communities in eucalyptus plantations. Biodivers Conserv 23:3171–3184

    Article  Google Scholar 

  • Cooch E, White G (2005) Program Mark: a gentle introduction. http://www.phidot.org/software/mark/docs/book (Accessed 05.09.12)

  • Crooks KR (2002) Relative sensitivities of mammalian carnivores to habitat fragmentation. Conserv Biol 16:488–502

    Article  Google Scholar 

  • Crooks KR, Soulé ME (1999) Mesopredator release and avifaunal extinctions in a fragmented system. Nature 400:563–566

    Article  CAS  Google Scholar 

  • Grobler JH (1981) Feeding behaviour of the caracal Felis caracal Schreber 1776 in the Mountain Zebra National Park. S Afr J Zool 16:259–262

    Article  Google Scholar 

  • Ezemvelo KZN Wildlife (2011) KwaZulu-Natal land cover 2008 V1.1. GIS Coverage [Clp_KZN_2008_LC_V1_1_grid_w31.zip], Biodiversity Conservation Planning Division, Ezemvelo KZN Wildlife, P. O. Box 13053, Cascades, Pietermaritzburg, 3202.

  • Fox J (2003) Effect displays in R for generalised linear models. J Stat Soft 8:1–27

    Article  Google Scholar 

  • GeoterraImage (2014) 2013–2014 South African national land-cover dataset. South Africa

  • Gitzen RA, Millspaugh JJ, Kernohan BJ (2006) Bandwidth selection for fixed-kernel analysis of animal utilization distributions. J Wildl Manag 70:334–1344

    Article  Google Scholar 

  • Graham MH (2003) Confronting multicollinearity in ecological multiple regression. Ecology 84:2809–2815

    Article  Google Scholar 

  • Gunter Q (2008) A critical evaluation of historical data on two damage causing predators, Canis mesomelas and Caracal caracal. M.Sc. Thesis, University of the Free State, Bloemfontein, South Africa

  • Humphries B, Hill T, Downs CT (2015a) Landowners’ perspectives of black-backed jackals (Canis mesomelas) on farmlands in KwaZulu-Natal, South Africa. Afr J Ecol 53:540–549

    Article  Google Scholar 

  • Humphries BD, Ramesh T, Downs CT (2015b) Diet of black-backed jackals (Canis mesomelas) on farmlands in the KwaZulu-Natal Midlands, South Africa. Mammalia DOI: 10.1515/mammalia-2014-0103

  • Humphries BD, Ramesh T, Hill TR, Downs CT (2016) Habitat use and home range of black-backed jackals (Canis mesomelas) on farmlands in the Midlands of KwaZulu-Natal, South Africa. Afr Zool 51:37–45

    Article  Google Scholar 

  • Jenness J, Dooley J, Aguilar-Manjarrez J, Riva C (2007) African Water Resource Database. GIS-based tools for inland aquatic resource management. 1. Concepts and application case studies CIFA Technical Paper. No. 33, Part 1. Rome, FAO. 167p

  • Kok OB, Nel JAJ (2004) Convergence and divergence in prey of sympatric canids and felids: opportunism or phylogenetic constraint? Biol J Linnean Soc 83:527–538

    Article  Google Scholar 

  • Kruuk H (2002) Hunter and hunted: relationships between carnivores and people. Cambridge University Press, UK

    Book  Google Scholar 

  • Lindenmayer DB, Hobbs RJ (2004) Fauna conservation in Australian plantation forests—a review. Biol Conserv 119:151–168

    Article  Google Scholar 

  • Lindenmayer D (2009) Forest pattern and ecological process: a synthesis of 25 years of research. CSIRO publishing, Australia

    Google Scholar 

  • Lindstedt SL, Miller BJ, Buskirk SW (1986) Home range, time, and body size in mammals. Ecology 67:413–418

    Article  Google Scholar 

  • McManus JS, Dickman AJ, Gaynor D, Smuts BH, Macdonald DW (2015) Dead or alive? Comparing costs and benefits of lethal and non-lethal human–wildlife conflict mitigation on livestock farms. Oryx 49:687–695

    Article  Google Scholar 

  • Marker L, Dickman A (2005) Notes on the spatial ecology of caracals (Felis carcal), with particular reference to the Namibian farmlands. Afr J Ecol 43:73–76

    Article  Google Scholar 

  • Melville H (2004) Behavioural ecology of the caracal in the Kgalagadi Transfrontier Park, and its impact on adjacent small stock production units. Thesis, University of Pretoria, Pretoria, South Africa, M.Sc

    Google Scholar 

  • Melville HIAS, Bothma J du P, Mills MGL (2004) Prey selection by caracal in the Kgalagadi Transfrontier Park. S Afr J Wildl Res 34:67–75

  • Melville HIAS, Bothma JDP (2006) Using spoor counts to analyse the effect of small stock farming in Namibia on caracal density in the neighbouring Kgalagadi Transfrontier Park. J Arid Environ 64:436–447

    Article  Google Scholar 

  • Moreira-Arce D, Vergara PM, Boutin S, Simonetti JA, Briceño C, Acosta-Jamett G (2015) Native forest replacement by exotic plantations triggers changes in prey selection of mesocarnivores. Biol Conserv 192:258–267

    Article  Google Scholar 

  • Moreira-Arce D, Vergara PM, Boutin S, Carrasco G, Briones R, Soto GE, Jiménez JE (2016) Mesocarnivores respond to fine-grain habitat structure in a mosaic landscape comprised by commercial forest plantations in southern Chile. For Ecol Manag 369:135–143

    Article  Google Scholar 

  • Moolman LC (1984) n Vergelyking van die voedingsgewoontes van die rooikat Felis caracal binne en buite die Bergkwagga Nasionale Park. Koedoe 27:121–129 (In Afrikaans)

    Article  Google Scholar 

  • Moolman LC (1986) Aspekte van die ekologie engedrag van die rooikat Felis caracal, Shreber, 1776 in die Bergkwagga Nasionale Park en op die omliggende plase. University of Pretoria, Pretoria, South Africa, M.Sc. Thesis (In Afrikaans)

    Google Scholar 

  • Mucina L, Rutherford MC (2006) The vegetation of South Africa, Lesotho and Swaziland. Strelitzia, vol. 19. South African National Biodiversity Institute, Pretoria

    Google Scholar 

  • Newsome SD, Tinker MT, Gill VA, Hoyt ZN, Doroff A, Nichol L, Bodkin JL (2015) The interaction of intraspecific competition and habitat on individual diet specialization: a near range-wide examination of sea otters. Oecologia 178:45–59

    Article  PubMed  Google Scholar 

  • Norton PM, Lawson AB (1985) Radio tracking of leopards and caracals in the Stellenbosch area, Cape Province. S Afr J Wildl Res 15:17–24

    Google Scholar 

  • Nowell K, Jackson P (1996) Wild cats: status survey and conservation action plan. IUCN, Gland

    Google Scholar 

  • Otis DL, White GC (1999) Autocorrelation of location estimates and the analysis of radiotracking data. J Wildl Manag 63:1039–1044

    Article  Google Scholar 

  • Palmer R, Fairall N (1988) Caracal and African wild cat diet in the Karoo National Park and the implications thereof for hyrax. S Afr J Wildl Res 18:30–34

    Google Scholar 

  • Palomares F, Ferreras P, Fedriani JM, Delibes M (1996) Spatial relationships between Iberian lynx and other carnivores in an area of south-western Spain. J Appl Ecol 33:5–13

    Article  Google Scholar 

  • Du Plessis JJ, Avenant NL, Waal HD (2015) Quality and quantity of the scientific information available on black-backed jackals and caracals: contributing to human-predator conflict management? S Afr J Wildl Res 45:138–157

    Article  Google Scholar 

  • Pringle JA, Pringle VL (1979) Observations on the lynx Felix caracal in the Bedford district. S Afr J of Zool 14:1–4

    Article  Google Scholar 

  • Prugh LR, Stoner CJ, Epps CW, Bean WT, Ripple WJ, Laliberte AS, Brashares JS (2009) The rise of the mesopredator. Bioscience 59:779–791

    Article  Google Scholar 

  • R Development Core Team (2014) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Viennahttp://www.R-project.orgReynolds

  • Ramesh T, Downs CT (2013) Impact of farmland use on population density and activity patterns of serval in South Africa. J Mammal 94:1460–1470

    Article  Google Scholar 

  • Ramesh T, Downs CT (2014) Land use factors determining occurrence of red-necked spurfowl (Pternistis afer) in the Drakensberg Midlands, South Africa. J Ornithol 155:471–480

    Article  Google Scholar 

  • Ramesh T, Downs CT (2015) Impact of land use on occupancy and abundance of terrestrial mammals in the Drakensberg Midlands, South Africa. J Nat Conserv 23:9–18

    Article  Google Scholar 

  • Ramesh T, Kalle R, Downs CT (2015) Sex-specific indicators of landscape use by servals: consequences of living in fragmented landscapes. Ecol Indic 52:8–15

    Article  Google Scholar 

  • Ramesh T, Kalle R, Downs CT (2016) Spatiotemporal variation in resource selection of servals: insights from a landscape under heavy land-use transformation. J Mammal 97:554–567

    Article  Google Scholar 

  • Reynolds TD, Laundre JW (1990) Time intervals for estimating pronghorn and coyote home ranges and daily movements. J Wildl Manag 54:316–322

    Article  Google Scholar 

  • Rodgers A R, Kie JG (2011) HRT: home range tools for Arc GIS® user’s manual. Ontario Ministry of Natural Resources, Centre for Northern Forest Ecosystem Research, Thunder Bay, Ontario, Canada. http://blue.lakeheadu.ca/hre/. Accessed 5 July 2011

  • Rowe-Rowe DT (1992) The carnivores of Natal. Natal Parks Board, Pietermaritzburg

    Google Scholar 

  • Seaman DE, Powell RA (1996) An evaluation of the accuracy of kernel density estimators for home range analysis. Ecology 77:2075–2085

    Article  Google Scholar 

  • Simonetti JA, Grez AA, Estades CF (2013) Providing habitat for native mammals through understory enhancement in forestry plantations. Conserv Biol 27:1117–1121

    Article  PubMed  Google Scholar 

  • Strauss AJ (2009) The impact of predation on a sheep enterprise in the Free State Province. M.Sc. Thesis, University of the Free State, Bloemfontein, South Africa.

  • Stuart CT, Hickman GC (1991) Prey of caracal Felis caracal in two areas of Cape Province, South Africa. J Afr Zool 105:373–381

    Google Scholar 

  • Stuart CT (1982) Aspects of the biology of the caracal (Felis caracal Schreber, 1776) in the Cape Province. Thesis, University of Natal, Pietermaritzburg, South Africa, South Africa. M.Sc

    Google Scholar 

  • Sunquist M, Sunquist F (2002) Wild cats of the world. University of Chicago Press, Chicago

    Google Scholar 

  • Tischendorf L, Fahrig L (2000) On the usage and measurement of landscape connectivity. Oikos 90:7–19

    Article  Google Scholar 

  • Urbanek S (2010) rJava: low-level R to Java interface. R package version:8–8 http://CRAN.R-project.org/package=rJava. Accessed 5 October 2014

  • Van Niekerk HN (2010) The cost of predation on small livestock in South Africa by medium-sized predators. M.Sc. Thesis, University of the Free State, Bloemfontein, South Africa.

  • Verdade LM, Rosalino LM, Gheler-Costa C, Pedroso NM, Lyra-Jorge MC (2011) Adaptation of mesocarnivores (Mammalia: Carnivora) to agricultural landscapes of Mediterranean Europe and Southeastern Brazil: a trophic perspective: middle-sized carnivores in agricultural landscapes. Nova Science Publishers, New York

    Google Scholar 

  • Venables WN, Ripley BD (2002) Modern applied statistics with S, 4th edn. Springer, New York

    Book  Google Scholar 

  • Worton BJ (1989) Kernel methods for estimating the utilization distribution in home-range studies. Ecology 70:164–168

    Article  Google Scholar 

  • Wulder MA, Hall RJ, Coops NC, Franklin SE (2004) High spatial resolution remotely sensed data for ecosystem characterization. Bioscience 54:511–521

    Article  Google Scholar 

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Acknowledgements

We thank the University of KwaZulu-Natal for providing financial support to the first two authors under the Post-doctoral Research Programme. In addition, TR was also funded by National Research Foundation, South Africa. We would like to thank all the farming communities in the Drakensberg Midland for allowing the first author to carry out research activities on their farmland. R. Van Deventer (Veterinarian), V. Hugo and G. Mortimer are thanked for enabling capturing and collaring of caracals. Graduate students who helped the first author in the field are highly appreciated. We are most grateful to C. Brown and K. O’Conner for accommodation and support during the course of field work.

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Correspondence to Colleen T. Downs.

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All capture efforts undertaken followed the procedures outlined by the ethical clearance from the University of KwaZulu-Natal and National Environmental Management Biodiversity Act 2004, South Africa (permit number: O 27280).

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Fig. 4
figure 4

Home range (km2) estimates for female (C1, C2, C4, C5, C6) and male (C4) radio-collared caracals in the fragmented landscape of the Drakensberg Midlands, South Africa (FK fixed kernel estimate)

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Ramesh, T., Kalle, R. & Downs, C.T. Space use in a South African agriculture landscape by the caracal (Caracal caracal). Eur J Wildl Res 63, 11 (2017). https://doi.org/10.1007/s10344-016-1072-3

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