Printer Friendly

Distribution and habitat preference of roe deer (Capreolus capreolus L.) in Duzce Province (Turkey).

Abstract: The roe deer is an important game animal in Turkey. The aim of the current study was to determine the likely distribution area and habitat preferences of roe deer (Capreolus capreolus (L., 1758)) in Duzce Province. The species was observed by wildlife camera traps and direct or indirect observation methods in different habitats in a total of 75 sampling sites during the period between 2013 and 2015. Roe deer avoid human contact. The species are found mostly (79%) in fir and beech forests, preferably those with a closed canopy cover but without dense understory. The numbers of individual of male are higher than the female. They are most often (74%) observed during feeding, with activity peaking at dawn and dusk. The roe deer has a wide distribution range in Turkey and has great potential as a game animal. However, its prevalence is not sufficient in all regions.

Keywords: Wildlife camera trap, stand, humans

Karaca (Capreolus capreolus L.)'nin Duzce'de yayilisi ve habitat tercihi

Ozet: Karaca onemli av hayvanlarimizdan birisidir. Bu calisma ile Duzce ilinde Karaca (Capreolus capreolus L.)'nin muhtemel yayilis alanlarini ve habitat tercihlerini belirlenmesi amaclanmistir. Bunun icin tur 2013 ve 2015 yillarinda farkli habitatlarda fotokapan ve dogrudan ve dolayli gozlenmistir. Tur insan etkisinden mumkun oldugunca kacinmaktadir. cogunlukla goknar ve kayin ormanlarini ve tercihen kapali alanlari kullanmaktadir. Ancak cok sik alt tabakayi tercih etmemektedir. Erkek birey disilere gore daha fazla tespit edilmistir. Alanda daha cok beslenme aktivitesi gosteren tur sabah ve aksam saatlerinde aktiftir. Ulkemiz av hayvanlari arasinda potansiyeli yuksek olan turun Duzce ilinde genis yayilisi bulunmakta ancak gorunme sikligi her alanda yeterli seviyede bulunmamaktadir.

Anahtar Kelimeler: Fotokapan, mescere, insan


The roe deer, Capreolus capreolus (Linnaeus, 1758), is the smallest species in the Cervidae (deer) family in Europe and Turkey (Beskardes et al., 2008). Roe deer live 7-10 years, mate in July, and bear young between mid-April and early June. Unlike other ungulate species, in the roe deer, embryonic development is arrested for a period of 4-5 months. Thus, the mating and the birthing seasons both occur during a time when food is plentiful. The roe deer is territorial (Danilkin, 1996; Canakcioglu and Mol, 1996).The roe deer has a wide distribution in Europe and Asia. In Turkey, they are mostly found in northern Anatolia, with small numbers in the Aegean, Mediterranean and Eastern Anatolian regions (Hus, 1974; Demirsoy, 1995; Baskaya and Bilgili, 2002; Arslangundogdu, 2005; Evcin, 2013). The habitat of the species is determined primarily by the accessibility of food and cover. Although the diet of the roe deer consists of many diverse plant species, the regional plant species they feed on vary according to season and type of habitat. This diversity makes it easy for the roe deer to adapt to many different habitat types. The daily water requirement of the roe deer is 2.5-3 liters. As they can obtain sufficient moisture and water from fresh leaves, roe deer can be found at quite far distances from sources of water. In order to ensure proper development, milk production and antler growth, roe deer meet their mineral requirements by eating soil and drinking mineral waters. Mineral deficiencies in roe deer are manifested by weight loss and physical defects such as development of small, weak antlers (Danilkin, 1996). The extent of the roe deer's territory does not depend on body size or age, but decreases when abundant food is available (Said et al., 2005). In Turkey, it is estimated that there are nearly 10 million hectares (Baskaya, 1998) of habitat populated by at least 50 thousand roe deer with great potential as a game species (Beskardes et al., 2013). In order to manage game animal populations like deer and roe deer, it is necessary to know the sex ratio (Kumbasli, 2006). However, to date, there have been no studies to determine roe deer territory and habitat preferences in Duzce Province.

The present study establishes the natural territorial range of the roe deer in Duzce Province and identifies their habitat use and preference.


2.1 Study Area

Duzce Province lies on the western border of the Western Black Sea Region of Turkey (Figure 1). Although according to Duzce Governorship data, figures vary (241 000 - 364 000 ha) regarding the total surface area, according to the Bolu Forest Regional Directorship data, forest covers 123 814 ha (51 %) of the area. Deciduous (beech, hornbeam, oak, chestnut, linden) forests, coniferous (fir, yellow pine, black pine) forests, and a mixture of these are all under the influence of the Black Sea climate. Forest areas are found in regions where groups of high slopes rise to 1830 m a.s.l. (Karduz Yaylasi). The average temperature is 13.3 [degrees]C and the average rainfall is 816 mm (1950-2014). The climate (according to Thornthwaite) is classified as moist, with mesothermal water moderately deficient in the summer and a summer evaporation rate of 51 % (B1,B'2,s,b'4) (Anonymous, 2016).

2.2 Data collection

For this study, determinations were made using a total of 75 locations (29 sites in 2013 and 46 sites in 2015) as a result of direct observation (1 site), indirect observation, including tracks, feces, feeding trail, antler, etc., (9 sites) and camera trap work (65 sites). Different habitat types were evaluated and camera traps were put in place to remain for at least 15 days in the areas where the species might possibly be found. In recent years, camera traps have been used in relevant field work with terrestrial mammalian species and they are said to be as effective as other methods (Roberts, 2011). Successful results have been achieved using camera traps to identify habitat preferences of ungulate species (Li et al., 2014). Sites where the species were observed via camera trap were identified and processed on a digital map. The habitat data of the sites established by camera trap in 2015 included the slope, aspect, stand type, number of tree and mean diameter at breast height (DBH), canopy cover, shrub cover and dominant shrub height, and weed cover and average weed height, all measured within a 15-m radius of the area covered by the camera trap. Distances to the nearest road, nearest water source, and nearest settlement were measured from these sites, the shorter distances terrestrially and the greater ones via the map. From the resulting camera trap display, the sex and behavior (feeding, passing by, resting, etc.) of the species were noted, along with the date and time.

2.3 Data analysis

The current stand types were identified for sites where the species were detected, and abundance values were determined according to the stand type. Since the number of individuals of the species, gender, behavior and temporal information cannot be obtained from indirect observations, analysis can only be derived from images obtained with camera traps. In the sampling, the camera trap working times were not equal; therefore, the data was converted for a fixed period of 100 days. In order to do this, the following formula was used:

100 x number of roe deer sightings / number of camera trap working days (Kinnaird and O'brien, 2012).

Linear discriminant analysis (LDA) was conducted with the habitat values and the values for 100 camera trap days for the sampling sites. Using these values, the frequently observed roe deer habitat threshholds were then identified using the cluster and regression tree (CART) method. From the camera trap observations, the times of species activity were determined and land use patterns of behavior were noted. Furthermore, the sex ratio was determined through identification from the photographs. All analyses were carried out using the software package RGui version 3.0.2 (R Development Core Team, 2015).


In the two years covered by the study, roe deer were identified in the 75 locations (Fig. 2) by direct observation (1 site) and indirect observation (9 sites). Camera trap sightings for the year 2013 occurred in a total of 29 sites, while in 2015, sightings were recorded in 39 of the sites, with a total of 263 individuals detected by the camera traps. For all the sites, the frequency of species sightings in 100 days was 13.34 [+ or -] 2.2 (SE). Three fawns and seven individuals of undetermined sex were observed. From the 253 adult individuals whose sex was certain, the sex ratio of 1: 0.83 (male: female) was calculated. The species used the sampling areas mostly for feeding (74 %) and passage (26 %), but rarely for resting (< 1 %). Of all hours in the day, the species was observed to be most active in the mornings and evenings (Figure 3). Of the various stand types, more sightings were made in forests where fir and beech were found together (Figure 4).

The linear discriminant analysis found a difference ([F.sub.1;37] = 9.463; P = 0.004) between the habitat characteristics and the number of roe deer sightings and found there was a relationship, albeit weak ([R.sup.2] = 0.204). In the analysis, in the first axis, the relationship of roe deer with habitat characteristics was 96%, and in the second axis, it was 3%. The percentages were very low in the third and fourth axis, so they were subsequently disregarded. The evaluation was made according to the first axis, as the relationship was quite strong. The species was seen to be affected by (in respective order) canopy cover, open ground, DBH, number of trees per hectare and proximity to settlements, these being directly proportional to herb height, degree of shrub cover, slope, degree of herb cover, shrub height and proximity to water source, while inversely proportional to altitude (Table 1).

Statistically, the primary threshold value for frequent roe deer sightings was a minimum distance of 6.1 km away from residential areas. The incidence of species sightings for 100 days in areas more remote than the threshold was a minimum of 13.34. Another threshold was the presence of more than 145 trees per hectare. In stands with fewer trees than this, the number of species sightings in 100 days was below 10.84 (Figure 5).


The roe deer have a higher preference for closed and dense stands, while it is less likely to choose stands with little understory. Crown closure is important as a temperature regulator, while underlying shrubs and tall grassy plants serve as cover for the species (Mancinelli et al, 2015). In Northern Europe, roe deer preferred closed forests before they were forced out in later times by development of the stands (Staines and Welch, 1984; Latham et al., 1996; Hemami et al., 2005). Similarly, in Poland, the incidence of ungulate species and closed forest were found to be inversely proportional (Kuijper et al., 2009). However, closed forest is important for protection of the species from the southern European hot summer found in Turkey. In Duzce, the species have a positive relationship with tree diameter and closed forests and more often prefer dense stands, whereas slope, aspect and altitude are not important effective factors in roe deer habitat selection (Mancinelli et al, 2015).

The species has a natural sex ratio of 1:1, while this study determined that the number of male individuals was greater than the females. There can be several reasons for this. Firstly, there is an inverse relationship between body weight of female roe deer with the birth rate of male offspring (Hewison and Gaillard, 1996). In Duzce Province, ecologically speaking, the inability of the females to find food resources may be responsible for failure to attain the desired body size. High incidence of predation may also have an impact on body size. Secondly, the male roe deer has bigger home range than the female (Lamberti et al, 2006). This may be the reason male individuals circulate in a wider area and hence, the camera traps had a higher rate of recording them.

The geographical distribution of roe deer has been determined in varied habitat types including deciduous and coniferous forests and agricultural areas, indicating that there seems to be no particular preference. This herbivore species has an extensive diet that varies according to the season and includes herb, leaves, pine needles, fruit, shrubs, seeds, mushrooms, etc. (Tixier and Duncan, 1996). In this study, the species was more frequently detected in forests of fir, beech, and a mixture of the two types. Roe deer have been determined in larger numbers in areas of mixed pine, fir, beech and oak in the region of Kastamonu (Evcin, 2013), located next to Duzce. In Duzce, the roe deer has a wide distribution; however, sighting incidences in some areas, especially those near settlements, is low. Here, the important habitat preference of the species avoiding human influence is upheld (Evcin, 2013). Large herbivorous species are protected from human activities, especially from hunting. This information supports the association of roe deer sightings with the high threshhold of proximity to settlements. Although roe deer prefer the sheltered forest areas in the daytime, at night, they prefer the rich open areas for feeding (Bonnot et al., 2013).

In this study, roe deer were observed most often while feeding in the morning and evening hours. The species has a great potential as a game animal in Turkey (Baskaya, 1998; Beskardes et al., 2008; Evcin, 2013). In Duzce Province there is a wide distribution, but the frequency of sightings in all areas is not at a sufficient level. In particular, the prevention of uncontrolled human entry and illegal hunting along with the reduction of stray dogs in forest areas (Beskardes et al., 2013) will reduce the stress on the species in the forest. Furthermore, preservation of the forest canopy and the creation of suitable spaces in the forest will contribute to an increase in the roe deer population.


This study was supported by the Duzce University Scientific Research Projects (DU-BAP). The author wishes to thank his Scientific Research Projects advisors Dr. Vedat Beskardes, A. Salih Degermenci, Cemil Sert and Ilhami Turan for their support of the study.


Anonymous, 2016. Duzce climate data. [Accessed 17.02.2016]

Arslangundogdu, Z., 2005. Investigations on Ornitofaunun of the Istanbul-Belgrad Forest. Doctoral thesis, Science and Technology Institute, Istanbul University. [in Turkish]

Baskaya, S., 1998. Hunting and Wildlife Capacity of Turkey. Av Tutkusu Dergisi (Izmir)1(9): 12-13. [in Turkish]

Baskaya, S., Bilgili, E., 2002. Important Bird and Mammal Hunting Animals in Gumushane and its Contribution to the Local Economy. Symposium of Gumushane and Development, Proceedings Book 23- 25 October 2002, Gumushane, 96-106. [in Turkish]

Beskardes V., Arslangundogdu Z., Hizal E., 2013. Population and Future of Roe (Capreolus capreolus L.,1758) in Turkey. In: Naskali, E.G., Demir, E. (Eds.), Deer Book, Istanbul, pp. 321-334. [in Turkish]

Beskardes, V., Keten, A., Arslangundogdu, Z., 2008. The importance of roe deer (Capreolus capreolus L., 1758) in wildlife for Turkey. Journal of the Faculty of Forestry Istanbul University 58(B2): 15-22.

Bonnot, N., Morellet, N., Verheyden, H., Cargnelutti, B., Lourtet, B., Klein, F., Hewison, A. M., 2013. Habitat use under predation risk: hunting, roads and human dwellings influence the spatial behaviour of roe deer. European journal of wildlife research, 59(2): 185-193.

Canakcioglu, H., Mol, T., 1996. Wild Animal Information. Istanbul University Faculty of Forestry Publication Number: 3948 / 440, ISBN 975-404-424- 4, Istanbul, 550 pp. [in Turkish]

Danilkin, A., 1996. Behavioural Ecology of Siberian and European Roe Deer. Chapman and Hill, ISBN : 0-412-63880-0, London, UK, 276 pp.

Demirsoy, A., 1995. Basic Principles of Life, Omniscient--Amniyota. Volume III / Part II, Meteksan A.s., Publcation no 94-06-4.0057, ISBN 975-7746-08-8 (2nd printing), Ankara, 941 pp. [in Turkish]

Evcin, O., 2013. Roe (Capreolus capreolus) Distribution of Kastamonu and Determination of Living Areas. Masters thesis, Science and Technology Institute, Kastamonu University. [in Turkish]

Hemami, M. R., Watkinson, A. R., Dolman, P. M., 2005. Population densities and habitat associations of introduced muntjac Muntiacus reevesi and native roe deer Capreolus capreolus in a lowland pine forest. Forest ecology and management, 215(1): 224-238.

Hewison, A. M., Gaillard, J.M., 1996. Birth-sex ratios and local resource competition in roe deer, Capreolus capreolus. Behavioral Ecology, 7(4): 461-464.

Hus, S., 1974. Hunting Animals and Hunting. Istanbul University Faculty of Forestry Publication Number: 1971 / 202, Istanbul, 406 pp. [in Turkish]

Kinnaird, M.F., O'brien, T.G., 2012. Effects of Private-Land Use, Livestock Management, and Human Tolerance on Diversity, Distribution, and Abundance of Large African Mammals. Conservation Biology 26(6): 1026-1039.

Kuijper, D.P., Cromsigt, J.P.G.M., Churski, M., Adam, B., Jedrzejewska, B., Jedrzejewski, W., 2009. Do ungulates preferentially feed in forest gaps in European temperate forest? Forest Ecology and Management 258(7), 1528-1535.

Kumbasli, M., 2006. The field assessment of deer density. Journal of the Faculty of Forestry Istanbul University 56 (B2): 125-133

Lamberti, P., Mauri, L., Merli, E., Dusi, S., Apollonio, M., 2006. Use of space and habitat selection by roe deer Capreolus capreolus in a Mediterranean coastal area: how does woods landscape affect home range? Journal of Ethology 24(2): 181-188.

Latham, J., Staines, B.W., Gorman, M.L., 1996. The relative densities of red (Cervus elaphus) and roe (Capreolus capreolus) deer and their relationship in Scottish plantation forests. Journal of Zoology 240(2): 285-299.

Li, X., Buzzard, P., Jiang, X., 2014. Habitat associations of four ungulates in mountain forests of southwest China, based on camera trapping and dung counts data. Population Ecology 56(1): 251-256.

Mancinelli, S., Peters, W., Boitani, L., Hebblewhite, M., Cagnacci, F., 2015. Roe deer summer habitat selection at multiple spatio-temporal scales in an Alpine environment. Hystrix, the Italian Journal of Mammalogy 26(2): doi:10.4404/hystrix-26.2-11223

R Development Core Team, 2015. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing Vienna, Austria.

Roberts, N.J., 2011. Investigation into survey techniques of large mammals: surveyor competence and camera trapping vs. transect-sampling. Bioscience Horizons 4(1): 40-49

Said, S., Gaillard, J.M., Duncan, P., Guillon, N., Guillon, N., Servanty, S., Pellerin, M., Lefeuvre, K., Martin, C. Laere, G., 2005. Ecological correlates of home-range size in spring--summer for female roe deer (Capreolus capreolus) in a deciduous woodland. Journal of Zoology 267(3): 301-308.

Staines, B.W., Welch, D., 1984. Habitat selection and impact of red (Cervus elaphus L.) and roe (Capreolus capreolus L.) deer in a Sitka spruce plantation. Proceedings of the Royal Society of Edinburgh. Section B. Biological Sciences 82(4): 303-319.

Tixier, H., Duncan, P., 1996. Are European roe deer browsers? A review of variations in the composition of their diets. Revue D'ecologie 51(1): 3-17.

Akif Keten (1,*)

(1) Duzce University, Faculty of Forestry, Department Wildlife Ecology and Management, 81620, Duzce, Turkey

(*) Corresponding author e-mail (Iletisim yazari e-posta):

Received (Gelis): 02.03.2016 - Revised (Duzeltme): 05.04.2016 - Accepted (Kabul): 18.04.2016

To cite this article (Atif): Keten, A., 2017. Distribution and habitat preference of roe deer (Capreolus capreolus L.) in Duzce province of Turkey. Journal of the Faculty of Forestry Istanbul University 67(1): 22-28.
Table 1. Linear Discriminant Analyses of roe deer sightings according
to habitat characteristics ([]: Averages; SD: Standard Deviation)
Tablo 1. Habitat karakteristigine gore karaca gorunumun dogrusal
farklilik analizi

Habitat parameters            LD1 (0.96)  LD2 (0.03)

Altitude (m)                  -0.00161    -0.00067
Slope (%)                     -0.04225    -0.00724
No. of tree [ha.sup.-1]        0.01330     0.00143
DBH (cm)                       0.02021     0.02208
Canopy cover (%)               0.56054     0.01161
Shrub cover (%)               -0.04327     0.00574
Shrub height (cm)             -0.02118    -0.00235
Weed cover (%)                -0.03342     0.01487
Weed height (cm)              -0.15470     0.06277
Open area (%)                  0.05916     0.00860
Proximity to roads (m)        -0.00515     0.00881
Proximity to water (m)        -0.01206    -0.00080
Proximity to settlements (m)   0.00050    -0.00006

Habitat parameters            [][+ or -]SD

Altitude (m)                  1091.95[+ or -]377
Slope (%)                       55.13[+ or -]38
No. of tree [ha.sup.-1]        216.29[+ or -]207
DBH (cm)                        37.08[+ or -]13
Canopy cover (%)                76.79[+ or -]22
Shrub cover (%)                 52.69[+ or -]29
Shrub height (cm)              148.21[+ or -]83
Weed cover (%)                  40.13[+ or -]29
Weed height (cm)                52.69[+ or -]30
Open area (%)                   16.13[+ or -]16
Proximity to roads (m)         136.28[+ or -]171
Proximity to water (m)         165.59[+ or -]130
Proximity to settlements (m)  3480.13[+ or -]2483
No portion of this article can be reproduced without the express written permission from the copyright holder.
Copyright 2017 Gale, Cengage Learning. All rights reserved.

Article Details
Printer friendly Cite/link Email Feedback
Title Annotation:Research Article / Arastirma Makalesi
Author:Keten, Akif
Publication:Journal of the Faculty of Forestry Istanbul University
Article Type:Report
Geographic Code:7TURK
Date:Jan 1, 2017
Previous Article:Prioritization of watersheds in order to perform administrative measures using fuzzy analytic hierarchy process.
Next Article:Effect of rotational grazing on some soil properties in Duzce of Turkey.

Terms of use | Privacy policy | Copyright © 2019 Farlex, Inc. | Feedback | For webmasters