Evaluation of The Sustainability of Buffalo Population in Türkiye and Samsun Province by Using Time Series Analysis
DOI:
https://doi.org/10.24925/turjaf.v11i5.946-953.6125Keywords:
Buffalo population, sustainability, forecasting, time series analysis, exponential smoothing methods, Samsun, TürkiyeAbstract
Despite the advantages of buffalo breeding and the superiority of the products obtained from buffalo in human health, it is stated that the buffalo population is low with a decreasing trend and is among the endangered species. In Turkey, which is the country with the fastest decrease in the number of buffaloes among the countries where buffalo is raised in the world, Samsun has been in the first place in the water buffalo population from past to present. The aim of this study was to forecast the buffalo population in Turkey and Samsun province between 2023-2030 using Double Exponential Smoothing and Holt-Winters methods. The data of the Turkish buffalo population between the years 1929-2022 and the data of the buffalo population of Samsun between the years 1991-2022 were used. It was determined in the study that the series were not stationary and the series became stationary after the first difference was taken. It was decided that the Holt-Winters model was the most suitable model for the data set for the buffalo population estimation. According to this model, it is predicted that the Turkish buffalo population will increase by 7.29% in 2030 compared to 2022, but the buffalo population in Samsun will remain stable in the next eight years. In this study, it can be stated that the buffalo population in Turkey will face the danger of extinction in the near future. For the sustainability of the buffalo existence in Turkey, the support given by the government by implementing long-term and effective policy tools should be increased and demand should be increased by raising awareness of the consumers about the benefits of buffalo milk and meat.
References
Akgül I. 2003. Geleneksel Zaman Serisi Yöntemleri. Der Yayınları, Yayın No: 343, İstanbul.
Atasever S, Erdem H. 2008. Manda Yetiştiriciliği ve Türkiye’deki Geleceği. Anadolu Tarım Bilimleri Dergisi, 23(1), 59-64, doi:10.7161/anajas.2008.23.1.59-64
Becskei Z, Savić M, Ćirković D, Rašeta M, Puvača N, Pajić M, Paskaš S. 2020. Assessment of Water Buffalo Milk and Traditional Milk Products in A Sustainable Production System. Sustainability, 12(16), 6616, doi.org/10.3390 /su12166616
BM, 2022. United Nations Department of Economics and Social Affairs. World Population Prospects 2022: Summary of Results. New York.
Bowerman BL, O’connell R T. 1993. Forecasting and Time Series: An Applied Approach, Third Edition, Duxbury Thomson Learning, Pacific Grove, CA, USA.
Brown R G. 1963. Smoothing, Forecasting and Prediction of Discrete Time Series. Englewood Cliffs NJ: Prentice-Hall
Bülbül Ş. 1994. Zaman Serilerinde Üstel Düzeltme Modelleri ve Bir Uygulama. Öneri Dergisi, 1(1): 44-51, doi.org/ 10.14783/maruoneri.698506
Cenan N. 2011. Çiftlik Hayvanlarının (Sığır, Manda, Koyun, Keçi) Sayıları ve Bunlara Ait Et Üretiminin Zaman Serileri Analizi Yöntemleri ile İncelenmesi. Doktora Tezi, Ankara Üniversitesi, Sağlık Bilimleri Enstitüsü, Ankara.
Dickey D A, Fuller W A. 1981. Likelihood Ratio Statistics For Autoregressive Time Series With A Unit Root, Econometrica, 49(4): 1057-1072, https://doi.org/10.2307/1912517
Erdal G, Erdal H, Yavuz H, Çallı A. 2016. Türkiye’de Hayvan Varlığının Mevcut ve Gelecekteki Durumu; TR83 Bölgesi Açılımı. Türk Tarım Gıda Bilim ve Teknoloji Dergisi, 4(8): 668-675.
Ezeroğlu EB. 2021. Sürdürülebilirlik ve Gıda Güvenliği: Türkiye ve İTT Üye Ülkelerinin Karşılaştırmalı Analizi. İKAM Çevre Raporu, No: 20.
FAO, 2009. Food and Agriculture Organization of the United Nations, How to feed the World in 2050. https://www.fao.org/fileadmin/templates/wsfs/docs/expert_paper/How_to_Feed_the_World_in_2050.pdf (Erişim tarihi: 10 Nisan 2023).
FAO, 2023. Food and Agriculture Organization of the United Nations. FAOSTAT. https://www.fao.org/faostat/en/ #data/QCL (Erişim tarihi: 7 Nisan 2023).
Hasan T, Akter S, Biswas H, Halim M A, Alam A, Rafiq K. 2016. Economic Analysis of Small Scale Dairy Buffalo Enterprises in Bhola District of Bangladesh. Progressive Agriculture. 27(4): 502-510, doi: https://doi.org/10.3329/pa.v27i4.32140
İmik H. 2000. Anadolu Mandalarında Beslemenin Bazı Özellikleri Üzerine Etkisi. Türk Veteriner Hekimliği Dergisi. 12(1): 18-26.
Kilic Topuz B. and Karabulut K. 2022. Technical Efficiency of Dairy Buffalo Farms: A Case of Igdir Province, Turkey. Custos e @gronegócio, 18(1): 229-249.
Kılıç Topuz B. ve Çelik Ş. 2022. Türkiye’de İklim Değişikliğinin Manda Sütü Üretimine Etkisi ve Geleceğe Dönük Tahminler. Hayvansal Üretim ve İklim Değişikliği, ISBN: 978-625-8213-57-7, s. 163-190.
Le Mouël C. and Forslund A. 2017. How Can We Feed The World in 2050? A Review of the Responses From Global Scenario Studies, European Review of Agricultural Economics, 44(4): 541–591, https://doi.org/10.1093/ erae/jbx006
MacKinnon J G. 1996. Numerical Distribution Functions For Unit Root And Cointegration Tests. Journal of Applied Econometrics, 11(6): 601-618, doi: https://doi.org/10.1002/ (SICI)1099-1255(199611)11:6<601
Meena GL. 2008. Impact of Dairy Cooperatives on the Economy of Ruralhou Seholds in Alwardistrict of Rajasthan. Ph.D. Thesis, National dairy Research Institute, Karnal (Deemed University).
Nair AS, Thirunavukkarasu M, Pandian A S S, Senthilkumar G, Balan C. 2020. Forecasting Cattle and Buffalo Population in India–A Time Series Analysis. Indian J Dairy Sci, 73(3): 268-273, doi: https://doi.org/10.33785/IJDS.2020.v73i03.013
Narayan L, Meena GL, Burark SS. 2015. Economic Analysis of Milk Production in Banswara District (Rajasthan). Journal of Agricultural Research and Technology, 40(1): 98-103.
Rey JF, Povea IE. 2012. Water Buffalo (Bubalus bubalis) and Their Technological Advantages for the Design in Healthy Meat Product, Journal of Buffalo Science, 1(2): 183-187, doi: http://dx.doi.org/10.6000/1927-520X.2012.01.02.09
Rhys IH. 2020. Machine Learning with R, the tidyverse, and mlr. Manning Publications.
SAMTİM, 2009. Samsun İl Tarım Müdürlüğü Yayını, Sayı: 25, ISSN: 1305-7588.
Sarıözkan S. 2011. Türkiye’de Manda Yetiştiriciliği’nin Önemi. Kafkas Üniversitesi. Veteriner Fakültesi Dergisi, 17 (1). 163-166, doi: 10.9775/kvfd.2010.2446
Singh KM, Meena MS, Bharati RC, Kumar A. 2012. An Economic Analysis of Milk Production in Bihar. Indian Journal of Animal Sciences, 82(10): 1233-1237.
TOB, 2023. Tarım ve Orman Bakanlığı, Tarımsal Destekler, https://www.tarimorman.gov.tr/Konular/Tarimsal-Destekler/ Hayvancilik-Desteklemeleri (Erişim tarihi: 10 Nisan 2023).
TÜİK, 2022. Türkiye İstatistik Kurumu. Hayvacılık İstatistikleri. https://biruni.tuik.gov.tr/medas/?kn=79&locale=tr (Erişim tarihi: 30 Mart 2023).
Younas M, Ishaq K, Yaqoob M, Ahmad T. 2013. Virtues of the Milk from Water Buffalo. Buffalo Bulletin, 32(2): 857-865
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