Examination of meat, milk, and egg production in Turkiye using Trend models

Keywords: Trend analysis, meat production, milk production, production trends, livestock in Turkiye

Abstract

The rising global demand for animal products due to world population growth highlights the need for taking significant steps in animal husbandry. Understanding the impact of advancements in animal husbandry on the production of animal products would help to identify sectoral deficiencies and to develop future strategies. The aim of this study was to determine variations in the indicators of animal products in Turkiye considering species and breed differences using trend analysis. The dataset covers data from 1991 to 2019 for milk and from 2001 to 2023 for egg production, red meat, and white meat production, obtained from the Turkish Statistical Institute. To determine trends in the time series of animal product parameters, the Nonparametric Modified Mann-Kendall (MMK) test, Sen’s innovative (ST) trend test, Spearman’s rho (SR) test, Wald-Wolfowitz (WW) test, Cox-Stuart (CS) trend test, and Robust Rank – Order Distributional (RR) test were employed. To identify significant change-points in the time series, the Pettitt test was used. The results of the SR and MMK tests revealed the presence of upward trends in red meat production from Cattle, Sheep, Buffalo, and Goat; white meat production; egg production; as well as milk production from Sheep (Merino), Goat (Anatolian Black), Cattle (Dairy) and Cattle (Crossbred). Furthermore, an increasing trend was observed in the SR test for Goat (Anatolian Black) milk production. The WW and RR tests showed downward trends in the time series of milk production for Goat (Anatolian Black), Cattle (Domestic), and Buffalo. Upward trends were identified using the ST and CS methods in red meat production from Cattle, Sheep, and Goat; white meat production; and egg production. The results suggest that economic incentives and policies, as well as diseases, are significant factors for trends in animal husbandry. Consequently, increasing incentives and policies for animal husbandry and expanding cooperatives are important to support animal husbandry practices.

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References

Gümüs E, Çinar H. The Comparison of the Beef Sectors in Turkey, the United States and European Union and the Evaluation of the Sector in terms of International Trade. Harran Univ. J. Vet. Med. [Internet]. 2016[Cited 12 May 2024]; 5(2):177-183. Available in: https://goo.su/bXdJlrP

Thornton PK. Livestock production: recent trends, future prospects. Philos. Trans. R. Soc. Lond. B. Biol. Sci. [Internet]. 2010; 365(1554):2853-2867. doi: https://doi.org/b63ght

Ünlü-Ören HG. Dünya’da, Bölgelerde ve Türkiye’de Hay­vancilik Sektörü. Sosyal Ve Beseri Bilimler Arastirmalari Dergisi. [Internet]. 2021[Cited 12 May 2024]; 22(48):72-95. Available in: https://goo.su/P6IPKi

Nabarro D, Wannous C. The potential contribution of li­vestock to food and nutrition security: the application of the One Health approach in livestock policy and practice. Rev. Sci. Tech. 2014; 33(2):475-85. doi: https://doi.org/gqpzzf

Turan Z, Sanver D, Öztürk K. Türkiye’de Hayvancilik Sektöründen Süt

Inekçiliginin Önemi Ve Yurt Içi Hasilaya Katkisi Ve De Dis Ülkelerle Karsilastirilmasi. Ömer Halisdemir Univ. J. Rev. Econ. Adm. Sci. [Internet]. 2017; 10(3):60-74. doi: https://doi.org/10.25287/ohuiibf.309212

Kart MÇÖ, Demircan V. Developments in the production, consumption and trade of milk and dairy products in the world and Turkey. Acad. Food J. [Internet]. 2014[Cited 12 May 2024];12(1):78-96. Available in: https://n9.cl/hl3mnm

Saygin Ö, Demirbas N. Red meat consumption in Turkey: Problems and recommendations. Selcuk J. Agric.Food Sci. [Internet]. 2018;32(3):567-74. doi: https://doi.org/10.15316/SJAFS.2018.138

Ören MN, Bahadir B. Animal Product Policies in Turkey and OECD Countries and Transfers Resulting from These Policies. J. Anim. Prod. [Internet]. 2005[cited 02 July 2024]; 46(1): 1-7. Available in: https://n9.cl/tquek

Semerci A, Çelik AD. General situation of ovine breeding in Turkey. Mustafa Kemal Univ. J. Agric. Sci. [Internet]. 2016[Cited 02 July 2024]; 21(2): 182-196. Available in: https://n9.cl/0k951

Isler H. Examination And Swot Analysis Of The Livestock Sector In Burdur Province. JASSFA. [Internet]. 2021[Cited 02 July 2024]; 3(7): 166-190. Available in: https://n9.cl/c2xb5u

Çiçekgil Z, Yazici E. Current status and production forecasts for chicken eggs in Turkey. J. Agric. Econ. Res. [Internet]. 2016[Cited 18 May 2024];2(2):26-34. Availab­le in: https://n9.cl/ugrrs

Hekimoglu B, Altindeger M. Poultry Meat Sector Report. Problems and Solution Suggestions, Samsun Tarim Il Müdürlügü, Strateji Gelistirme Birimi, Samsun. [Internet]. 2019 [cited 10 March 2024]. 27-35 p. Available in: https://n9.cl/o4tfpb

Oladimeji Y. Trend in fish production parameters in Nigeria and its total estimated demand: empirical evidence from fish production. J. Anim. Prod. Res. [Internet]. 2017[Cited 18 May 2024];29(1):410-418. Available in: https://n9.cl/wzg8h

Askan E, Dagdemir V. Türkiye broiler (etlik piliç) sektörünün durumu ve sektörün trend analizi. III. IBANESS Congress Series – Edirne / Turkey March. 2017; p. 1457-1463. Available in: https://n9.cl/svida

Aydogdu MH, Kucuk N. General analysis of recent changes in red meat consumption in Turkey. IOSRJEF. 2018[Cited 22 May 2024];9(6):1-8. Available in: https://n9.cl/50mf4

Ceylan F, Akpinar MG, Bayraktar Ç, Bayraktar D, Mülazimogullari E. An assessment of livestock breeding and livestock production in turkey. Int. J. Agric. Life Sci. 2019[Cited 14 June 2024];3(2):270-278. Available in: https://n9.cl/87km0y

TÜIK . Türkiye Istatistik Kurumu Merkezi Dagitim Sistemi [Internet]. Livestock Statistics. 2024 [cited 3 March 2024]. Available in: https://data.tuik.gov.tr.

Helsel DR, Hirsch RM. Statistical methods in water resources. 1st ed. Elsevier; 1992. Available in: https://n9.cl/0e9ek

R Project. R Development Core Team, R: A Language and Environment for Statistical Computing [Internet], Vienna, 2009 [revisado; consultado]. Available in: https://www.r-project.org

Kendall MG. Rank correlation methods. 4th ed. London; 1948. Available in: https://n9.cl/04ca6g

Hamed KH, Rao AR. A modified Mann-Kendall trend test for autocorrelated data. J. Hydrol. [Internet]. 1998; 204(1-4):182-196. doi: https://doi.org/brxmzz

Sen Z. Innovative trend analysis methodology. J. Hydrol. Eng. [Internet]. 2012; 17(9):1042-1046. doi: https://doi.org/bq9q53

Alashan S. An improved version of innovative trend analyses. Arab J Geosci. 2018;11(3):50. doi: https://doi.org/gc4mwd

Sen Z. Innovative trend methodologies in science and engineering. 1 st ed. Springer International Publishing; 2017. Available in: https://n9.cl/m7hhv1

Sen Z. Trend identification simulation and application. J. Hydrol. Eng. [Internet]. 2014; 19(3):635-642. doi: https://doi.org/gnf848

Dahmen E, Hall MJ. Screening of hydrological data: tests for stationarity and relative consistency [Internet]. Wageningen, The Netherlands: Livest. Res. Int. 1990 [cited 14 March 2024]; 54 p. Available in: https://edepot.wur.nl/71119

Yue S, Pilon P, Cavadias G. Power of the Mann–Kendall and Spearman’s rho tests for detecting monotonic trends in hydrological series. J. Hydrol. [Internet]. 2002; 259(1­4):254-271. doi: https://doi.org/fbhpsr

Shadmani M, Marofi S, Roknian M. Trend analysis in reference evapotranspiration using Mann-Kendall and Spearman’s Rho tests in arid regions of Iran. Water Res. Manag. [Internet]. 2012; 26:211-224. doi: https://doi.org/fkkpkf

Militino AF, Moradi M, Ugarte MD. On the performances of trend and change-point detection methods for remote sensing data. Remote Sens. [Internet]. 2020; 12(6):1008. doi: https://doi.org/ggx55j

Steinke VA, Martins Palhares de Melo LA, Luiz Melo M, Rodrigues da Franca R, Luna Lucena R, Torres Steinke E. Trend analysis of air temperature in the Federal District of Brazil: 1980–2010. Clim. [Internet]. 2020; 8(8):89. doi: https://doi.org/n49z

Cox DR, Stuart A. Some quick sign tests for trend in location and dispersion. Biometrika. [Internet]. 1955; 42(1/2):80-95. doi: https://doi.org/dw83fs

Feltovich N. Nonparametric tests of differences in medians: comparison of the Wilcoxon–Mann–Whitney and robust rank-order tests. Exp. Econ. [Internet]. 2003[Cited 06 May 2024]; (6):273-297. Available in: https://n9.cl/xiywp

Lanzante JR. Resistant, robust and non-parametric techniques for the analysis of climate data: Theory and examples, including applications to historical radiosonde station data. Int. J. Climatol. [Internet]. 1996;16(11):1197-1226. doi: https://doi.org/bxxth5

Wald A, Wolfowitz J. An exact test for randomness in the non-parametric case based on serial correlation. Ann. Math. Stat. [Internet]. 1943[Cited 28 June 2024]; 14(4):378-388. Available in: https://n9.cl/c5sxax

Pettitt AN. A non-parametric approach to the change-point problem. J. R. Stat. Soc. [Internet]. 1979;28(2):126-135. doi: https://doi.org/fngb5n

Ermetin O. Husbandry and sustainability of water buffaloes in Turkey. Turkish J. Agric. Food Sci. Tech. [Internet]. 2017;5(12):1673-1682. doi: https://doi.org/g8jrkj

Ergün OF, Bayram B. Changes in the livestock sector in Turkey. Bahri Dagdas j. Agric. Res. [Internet]. 2021[Cited 06 May 2024]; 10(2):158-175. Available in: https://n9.cl/trjxf8

Keskin B, Demirbas N. Developments in the Poultry Meat Sector in Turkey: Problems and Suggestions. Uludag Univ. J. Agric. Fac. [Internet]. 2012[Cited 12 Juney 2024]; 26(1):117-130. Available in: https://n9.cl/w6g4m

Saygin Ö, Demirbas N. Türkiye’de Kirmizi Et Sektörünün Mevcut Durumu ve Çözüm Önerileri . Hayvansal Üretim. [Internet]. 2017[Cited 22 May 2024]; 58(1):74-80. Avai­lable in: https://n9.cl/bpzh4n

Çiçek H, Dogan I. Developments in live cattle and beef imports and producer prices in Turkey analysed with trend models. Kocatepe Vet. J. [Internet]. 2018[Cited 22 May 2024]; 11(1):1-10. Available in: https://n9.cl/b33x7

Erdal G, Erdal H, Yavuz H, Çalli A.The Present and Future Statues of Animal Presence in Turkey; The Declination of TR83 Area. Turkish J. Agric. Food Sci. Tech. [Internet]. 2016;4(8):668-675. doi: https://doi.org/n492

Sevinç G, Sahin Z, Aydogdu, M.Türkiye’nin Küçükbas Hay-van Varligi ile Süt Üretimindeki Gelismelerin Son Dönemlerindeki Trend Analizi . Acad. Soc. Res. J. [Internet]. 2022;35(7): 377-384. doi: https://doi.org/n493

Published
2025-02-18
How to Cite
1.
Serín H, Síren S. Examination of meat, milk, and egg production in Turkiye using Trend models. Rev. Cient. FCV-LUZ [Internet]. 2025Feb.18 [cited 2025Apr.4];35(1):10. Available from: https://produccioncientificaluz.org./index.php/cientifica/article/view/43569
Section
Animal Production