Skip to main content
Log in

Modeling habitat suitability and utilization of the last surviving populations of fallow deer (Dama dama Linnaeus, 1758)

  • Original Paper
  • Published:
Journal of Forestry Research Aims and scope Submit manuscript

Abstract

Düzlerçamı Wildlife Reserve Area (WRA) is the last natural habitat of fallow deer (Dama dama) in the world. Fallow deer is native to Turkey, however, its geographical range is currently confined to Düzlerçamı WRA, Antalya. To date, a detailed habitat investigation of fallow deer distribution has not been conducted. This study is vital for the last surviving populations of fallow deer in Turkey. Therefore, we studied the habitat suitability and utilization of fallow deer in the Düzlerçamı WRA. Vegetation and wildlife inventory was surveyed across a total of 304 sample areas between 2015 and 2017. Plant species were recorded according to the Braun-Blanquet method and wildlife surveys were based on footprints, feces, and other signs of fallow deer. Classification and regression tree techniques, as well as MAXENT, were used to model vegetation and fallow deer habitat. Topographic position index, terrain ruggedness index, roughness index, elevation, and bedrock formation were also calculated and included in the models. Based on our results, we drafted a habitat protection map for fallow deer. To ensure sustainability of habitats where populations of fallow deer are found in Turkey, we developed recommendations such as closuring human access of the 1st-degree Protection Area and reintroduction of the species to other potential habitats.

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
Fig. 4

Similar content being viewed by others

References

  • Akay AE, Inac S, Yildirim IC (2011) Monitoring the local distribution of striped hyenas (Hyaena hyaena L.) in the eastern Mediterranean Region of Turkey (Hatay) by using GIS and remote sensing technologies. Environ Monit Assess 181(1–4):445–455

    PubMed  Google Scholar 

  • Albayrak E, Lister AM (2012) Dental remains of fossil elephants from Turkey. Quatern Int 276:198–211

    Google Scholar 

  • Albayrak T, Giannatos G, Kabasakal B (2012) Carnivore and ungulate populations in the Beydaglari Mountains (Antalya, Turkey): border region between Asia and Europe. Pol J Ecol 60(2):419–428

  • Albuquerque F, Teixeira Assuncao-Albuquerque MJ, Galvez-Bravo L, Cayuela L, Rueda M, Rey Benayas JM (2011) Identification of critical areas for mammal conservation in the brazilian atlantic forest biosphere reserve. Nat Conserv 9:73–78

    Google Scholar 

  • Alkan H, Ersin MÖ (2018) Human-wildlife conflict in natural protected areas. Turk J for 19(3):284–292

    Google Scholar 

  • Amori G, Gippolite S (2000) What do mammalogists want to save? Ten years of mammalian conservation biology. Biodivers Conserv 9:785–793

    Google Scholar 

  • Araújo MB, Pearson RG, Thuiller W, Erhard M (2005) Validation of species–climate impact models under climate change. Global Change Biol 11:1504–1513

    Google Scholar 

  • Arslangündoğdu Z, Kasparek M, Saribaşak H, Kaçar MS, Yöntem O, Şahin MT (2010) Development of the population of the European fallow deer, Dama dama dama (Linnaeus, 1758), in Turkey (mammalia: cervidae). Zool Middle East 49(1):3–12

    Google Scholar 

  • Aslım G, Yiğit A, İzmirli S, Yașar A (2012) The wildlife protection and improvement areas in accordance with animal protection and bioethics. J Kafkas U Fac Vet Med 18(4):657–662

    Google Scholar 

  • Avgan B, Raza H, Barzani M, Breitenmoser U (2016) Do recent leopard Panthera pardus records from northern Iraq and south-eastern Turkey reveal an unknown population nucleus in the region? Zool Middle East 62(2):95–104

    Google Scholar 

  • Baldwin RA (2009) Use of maximum entropy modeling in wildlife research. Entropy 11:854–866

    Google Scholar 

  • Baskaya S, Bilgili E (2004) Does the leopard Panthera pardus still exist in the Eastern Karadeniz Mountains of Turkey? Oryx 38(2):228–232

    Google Scholar 

  • Beers TW, Dress PE, Wensel LC (1966) Notes and observations: aspect transformation in site productivity research. J for 64(10):691–692

    Google Scholar 

  • Braun-Blanquet J (1932). Plant sociology (Transl. GD Fuller and HS Conrad). New York, xviii, 439.

  • Bryman A, Cramer D (2011) Quantitative data analysis with IBM SPSS 17, 18 and 19. Routledge

    Google Scholar 

  • Calle-Rendón BR, Moreno F, Hilário RR (2018) Vulnerability of mammals to land-use changes in Colombia’s postconflict era. Nat Conserv 29:79–92

    Google Scholar 

  • Chapman NG, Chapman DI (1980) The distribution of fallow deer: a worldwide review. Mammal Rev 10(2–3):61–138

    Google Scholar 

  • Chynoweth M, Coban E, Şekercioğlu Ç (2015) Conservation of a new breeding population of Caucasian lynx (Lynx lynx dinniki) in eastern Turkey. Turk J Zool 39(3):541–543

    Google Scholar 

  • Chytrỳ M, Otypkova Z (2003) How large are the plots used for phytosociological, sampling of European Vegetation? J Veg Sci 14:563–570

    Google Scholar 

  • Clarke KR (1993) Non-parametric multivariate analysis of changes in community structure. Aust J Ecol 18:117–143

    Google Scholar 

  • Collins BJ (2003) On the trail of the deer: Hittite kurala. Hittite studies in honor of Harry A. Hoffner Jr: On the occasion of his 65th birthday, pp 73–83

  • Crooks KR, Burdett CL, Theobald DM, King SRB, Di Marco M, Rondinini C, Boitani L (2017) Quantification of habitat fragmentation reveals extinction risk in terrestrial mammals. P Natl A Sci 114(29):7635–7640

    CAS  Google Scholar 

  • De Marinis A, Masseti M (2009) Mammalian fauna of the termessos national park, Turkey. ZooKeys 31:221–228

    Google Scholar 

  • Dufrêne M, Legendre P (1997) Species assemblages and ındicator species: the need for a flexible asymmetrical approach. Ecol Monogr 67(3):345–366

    Google Scholar 

  • Goodrich J, Lynam A, Miquelle D, Wibisono H, Kawanishi K, Pattanavibool A, Htun S, Tempa T, Karki J, Jhala Y, Karanth U (2015) Panthera tigris. The IUCN Red List of Threatened Species 2015: e. T15955A50659951.

  • Gashtasb H, Shams Esfandabad B, Ataei F, Mozafari A (2012) Habitat suitability modeling for wild boar (Sus scrofa) in Eastern Alamut. Qazvin Province J Nat Environ 65(2):247–258

    Google Scholar 

  • Geist V (1998) Deer of the world: their evolution, behaviour, and ecology. Stackpole books

  • Graham K, Beckerman AP, Thirgood S (2005) Human–predator–prey conflicts: ecological correlates, prey losses and patterns of management. Biol Conserv 122(2):159–171

    Google Scholar 

  • Gülşen K, Sönmez M (2016) Determination of meteorological forest fire risks in mediterranean climate of Turkey. KSÜ Doğa Bilimleri Dergisi 19(2):181–192

    Google Scholar 

  • Hema EM, Ouattara Y, Karama M, Petrozzi F, Di Vittorio M, Guenda W, Luiselli L (2017) Population dynamics of medium and large mammals in a West African gallery forest area and the potential effects of poaching. J Threatened Taxa 9(5):10151–10157

    Google Scholar 

  • Hijmans RJ, Cameron SE, Para JL, Jones PG, Jarvis A (2005) Very high resolution interpolated climate surfaces for global land areas. Int J Climatol 25:1965–1978

    Google Scholar 

  • Honda T (2009) Environmental factors affecting the distribution of the wild boar, sika deer, Asiatic black bear and Japanese macaque in central Japan, with implications for human-wildlife conflict. Mam Study 34(2):107–116

    Google Scholar 

  • Jenness J (2006) Topographic position ındex (TPI) extension for ArcView 3.x: v. 1.2. jenness enterprises. http://jennessent.com/arcview/arcview_extensions.htm, Access:17.12.2014

  • Kasparek M (1986) On a historical occurrence of the Lion, Panthera leo. Turkey Zool Middle East 1(1):9–10

    Google Scholar 

  • Linnell JDC, Swenson JE, Andersen R (2001) Predators and people: conservation of large carnivores is possible at high human densities if management policy is favourable. Anim Conserv 4:345–349

    Google Scholar 

  • Madden FM (2008) The growing conflict between humans and wildlife: law and policy as contributing and mitigating factors. J Int Wildlife Law Policy 11:189–206

    Google Scholar 

  • Marzano M, Dandy N (2012) Recreationist behaviour in forests and the disturbance of wildlife. Biodivers Conserv 21(11):2967–2986

    Google Scholar 

  • Masseti M (2007) Island of Deer Deer 14(3):36–41

    Google Scholar 

  • Masseti M (2012) Carnivore and ungulate populations in the Beydaglari Mountains (Anatolia, Turkey)–border region between Asia a... Pol J Ecol 60(2):419–428

  • Masseti M, Mertzanidou D (2008). Dama dama. The IUCN Red List of Threatened Species 2008: e.T42188A10656554. https://doi.org/10.2305/IUCN.UK.2008.RLTS.T42188A10656554.en. Access time: 07 September 2021.

  • Masseti M, Pecchioli E, Vernesi C (2008) Phylogeography of the last surviving populations of rhodian and anatolian fallow deer (Dama dama dama L., 1758). Biol J Linnean Soc 93(4):835–844

    Google Scholar 

  • Matthiopoulos J, Fieberg J, Aarts G, Beyer HL, Morales JM, Haydon DT (2015) Establishing the link between habitat selection and animal population dynamics. Ecol Monogr 85(3):413–436

    Google Scholar 

  • McCune B, Grace JB (2002) Analysis of ecological communities. MjM software, gleneden beach, Oregon 97388.

  • McCune B, Keon D (2002) Equations for potential annual direct incident radiation and heat load. J Vet Sci 13:603–606

    Google Scholar 

  • McCune B, Mefford MJ (2011) PC-ORD: Multivariate analysis of ecological data: MJM Software Design.

  • McHugh ML (2013) The chi-square test of independence. Biochem Medica 23(2):143–149

    CAS  Google Scholar 

  • Mielke PW, Iyer HK (1982) Permutation techniques for analyzing multiresponse data from randomized block experiments. Commun Statist A 11:1427–1437

    Google Scholar 

  • Moisen GG (2008) Classification and regression trees. In: Jørgensen, Sven Erik; Fath, Brian D.(Editor-in-Chief). Encyclopedia of Ecology, volume 1. Oxford, UK: Elsevier: 582–588.

  • Nowak RM, Walker EP (1999) Walker's mammals of the world, vol. 1. JHU press

  • Ogurlu, I (2003). Inventory in wildlife. TR Ministry of Environment and Forestry, General Directorate of Nature Conservation and National Parks, Hunting and Wildlife Department Printing House, Ankara.

  • Parker KC (1988) Environmental relationships and vegetation associates of columnar cacti in the northern Sonoran desert. Vegetatio 78(3):125–140

    Google Scholar 

  • Paviolo A, Di Blanco YE, De Angelo CD, Di Bitetti MS (2009) Protection affects the abundance and activity patterns of pumas in the atlantic forest. J Mammal 90(4):926–934

    Google Scholar 

  • Peet RK (1974) The measurement of species diversity. Annu Rev Ecol Syst 5(1):285–307

    Google Scholar 

  • Phillips SJ, Anderson RP, Schapire RE (2006) Maximum entropy modeling of species geographic distributions. Ecol Model 190:231–259

    Google Scholar 

  • Potts JR, Mokross K, Stouffer PC, Lewis MA (2014) Step selection techniques uncover the environmental predictors of space use patterns in flocks of Amazonian birds. Ecol Evol 4(24):4578–4588

    PubMed  PubMed Central  Google Scholar 

  • Pritchard NM, Anderson AJB (1971) Observation on the use of cluster analysis in botany with an ecological example. J Ecol 59(3):727–747

    Google Scholar 

  • Ripple WJ, Newsome TM, Wolf C, Dirzo R, Everatt KT, Galetti M, Matt W, Hayward MW, Kerley GIH, Levi T, Lindsey PA, Macdonald DW, Malhi Y, Painter LE, Christopher J, Sandom CJ, Terborgh J, Van Valkenburgh B (2015) Collapse of the world’s largest herbivores. Sci Adv 1(4):e1400103–e1400103. https://doi.org/10.1126/sciadv.1400103

    Article  PubMed  PubMed Central  Google Scholar 

  • Roberts DW, Cooper SV (1989) Concepts and techniques of vegetation mapping–General Technical Report INT-US Department of Agriculture, Forest Service, Intermountain Research Station (USA).

  • Şahin E (2014) Deadly dance of fallow deer and hunter. Turkish Studies - International Periodical for the Languages, Literature and History of Turkish or Turkic 9(12):633–646

    Google Scholar 

  • Sarıbaşak H, Kaçar MS, Başaran MA, Cengöz Y, Köker A, Sert A (2006) Alageyik (Dama dama L. 1758) üretim ve yerleştirme teknikleri (ODC: 151.35; 151.2). Teknik Bülten NO: 23, Antalya: Çevre ve Orman Bakanlığı Yayın No: 267

  • Shackleton DM (1999) Hoofed mammals of British Columbia, vol. 3. UBC Press

  • Sokal RR, Rohlf FJ (1995) Biometry. Third Edition. W. H. Freeman, San Francisco.

  • Toyran K (2018) Noteworthy record of Panthera pardus in Turkey (Carnivora: Felidae). Fresen Environ Bull 27(11):7348–7353

    CAS  Google Scholar 

  • Ünal Y, Çulhacı H (2018) Investigation of Fallow deer (Cervus dama L.) population densities by camera trap method in Antalya Düzlerçamı Eşenadası breeding station. Turk J For 19(1):57–62.

  • Ünal Y, Pekin BK, Oğurlu İ, Süel H, Koca A (2020) Human, domestic animal, Caracal (Caracal caracal), and other wildlife species interactions in a Mediterranean forest landscape. Eur J Wildlife Res 66(1):1–10

    Google Scholar 

  • Weber W, Rabinowitz A (1996) A global perspective on large carnivore conservation. Conserv Biol 10:1046–1054

    Google Scholar 

  • Westhoff V, Maarel VDE (1973) The Braun-Blanquet approach In: R.H. whittaker (ed.), Handbook of vegetation science 5, Ordination and classification of communities. pp 617–726

Download references

Acknowledgements

We thank fallow deer team (Ahmet Koca, Mehmet Şirin Yelsiz, Mevlüt Zenbilci, Kürşat Bal, Abdülkadir Eryılmaz, Hasan Uysal, Esra Bayram, Tayfun İsa Aygül, Eda Dönmez, Dilek Arslan) and we gratefully thank Ibrahim Ozdemir, Ahmet Mert, Serkan Ozdemir, Aslan Merdin, Gülşah Yılmaz for analysis, comments, and all contribution.

Funding

This work was supported by the Scientific and Technological Research Council of Turkey (TÜBİTAK) with a Grant number of 214O248.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yasin Ünal.

Additional information

Publisher's Note

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

Project funding: This work was supported by the Scientific and Technological Research Council of Turkey (TÜBİTAK) with a Grant Number of 214O248.

The online version is available at http://www.springerlink.com.

Corresponding editor: Yanbo Hu.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ünal, Y., Şentürk, Ö., Kavgaci, A. et al. Modeling habitat suitability and utilization of the last surviving populations of fallow deer (Dama dama Linnaeus, 1758). J. For. Res. 33, 721–730 (2022). https://doi.org/10.1007/s11676-021-01391-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11676-021-01391-z

Keywords

Navigation