Comparative time series analysis of Anatolian water buffalo stock in Türkiye
DOI:
https://doi.org/10.56825/bufbu.2024.4335852Keywords:
Bubalus bubalis, buffaloes, water buffalo, time series analysis, breedingAbstract
Water buffalo holds an important place in the livestock heritage in Türkiye. In the current study, buffalo numbers between 2023 and 2032 were estimated by using buffalo number data from 1991 to 2022. In the study, FAOSTAT data between 1961 and 2021 and TÜİK data for 2022 were used to obtain the time series. ARIMA modeling method was used in the study conducted in R programming language. ARIMA is a time series model that can make predictions from time series based on explaining univariate data. According to the results of the analysis made in the study, it is seen that the number of buffaloes in Türkiye will continue to decrease. According to the results obtained, it is estimated that the number of buffaloes will be 157,755 heads in 2023, 96,851 heads in 2027 and 19,136 heads in 2032. The disease resistance of buffaloes, their high adaptability, the high demand for water buffalo products, the preference for high-yielding cows for milk production despite government support payments, increasing mechanization, the reduction of buffalo habitats and the increase in input costs have led to a decline in Anatolian water buffalo populations. To prevent the Anatolian water buffalo from being threatened with extinction, the population decline must be halted and improved. To ensure this, the decline of the pastures that form the buffalo’s habitat must be halted, pasture areas must be increased, and existing pastures rehabilitated, government subsidies for buffalo and calf rearing must be increased and market opportunities for buffalo products must be expanded.
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Ağyar, O., C. Tırınk, H. Önder, U. Şen, D. Piwczyński and E. Yavuz. 2022. Use of multivariate adaptive regression splines algorithm to predict body weight from body measurements of anatolian buffaloes in Türkiye. Animals, 12(21): 2923. DOI: 10.3390/ani12212923
Akkulak, Ö. and E. Kul. 2023. Effects of dam milk yield and milk composition on birth weight and growth performance of Anatolian buffalo calves. Buffalo Bull., 42(4): 491-500. DOI: 10.56825/bufbu.2023.4243982
Al-Najjar, K. 2022. Mortality of swamp buffalo calves during the lactation period. Black Sea Journal of Agriculture, 5(2): 53-57. DOI: 10.47115/bsagriculture.1012033
Ariyo, A.A., A.O. Adewumi and C.K. Ayo. 2014. Stock price prediction using the arıma model, p. 106-112. UKSim-AMSS 16th International Conference on Computer Modelling and Simulation, Cambridge, UK. DOI: 10.1109/UKSim.2014.67
Colli, L., M. Milanesi, E. Vajana, D. Iamartino, L. Bomba, F. Puglisi, M. Del Corvo, E.L. Nicolazzi, S.S.E. Ahmed, J.R.V. Herrera, L. Cruz, S. Zhang, A. Liang, G. Hua, L. Yang, X. Hao, F. Zuo, S.J. Lai, S. Wang and P. Ajmone-Marsan. 2018. New insights on water buffalo genomic diversity and post-domestication migration routes from medium density snp chip data. Frontiers in Genetics, 9: 53. DOI: 10.3389/fgene.2018.00053
Çetin, İ., S. Sevim, and M.A. Yüksel. 2022. The effects of order of lactation on milk components in water buffalo raised in sheep breeding research institute. Black Sea Journal of Agriculture, 5(1): 40-43. DOI: 10.47115/bsagriculture.1013027
Çınar, M.U., T. Özsoy, S.B. Beyzi, M. Kaliber and Y. Konca. 2019. Milk and fatty acid composition of Anatolian water buffalo (Bubalus bubalis) from different provinces. Buffalo Bull., 38(1): 107-118. Available on: https://kukrdb.lib.ku.ac.th/journal/BuffaloBulletin/search_detail/result/387375
Degrandi, T.M., J.R.F. Marques, R.J. Gunski, M.R.T. Costa, M.R. Figueiró, L. Vinadé and L.C., A.D.V. Marquesand Garnero. 2014. Identificação citogenética de quatro gerações de búfalos mestiços mantidos em um programa de conservação na ilha de Marajó/Brazil. Journal of Biotechnology and Biodiversity, 5(2): 162-171. DOI: 10.20873/jbb.uft.cemaf.v5n2.degrandi
El Debaky, H.A., N.A. Kutchy, A. Ul-Husna, R. Indriastuti, S. Akhter, B. Purwantara and E. Memili. 2019. Review: Potential of water buffalo in world agriculture: Challenges and opportunities. Applied Animal Science, 35(2): 255-268. DOI: 10.15232/aas.2018-01810
FAO. 2023. FAOSTAT Statistical Database, Rome, Italy. Available on: https://www.fao.org/faostat/en/#data/QCL
Filder, T.N., M.M. Muraya and R.M. Mutwiri. 2019. Application of seasonal autoregressive moving average models to analysis and forecasting of time series monthly rainfall patterns in Embu county, Kenya. Asian Journal of Probability and Statistics, 4(4): 1-15. DOI: 10.9734/ajpas/2019/v4i430123
Fischer, H. and F. Ulbrich. 1967. Chromosomes of the Murrah buffalo and its crossbreds with the Asiatic Swamp buffalo (Bubalus bubalis). Z. Tıerz Zuchtungsbıo., 84(1-4): 110-114. DOI: 10.1111/j.1439-0388.1967.tb01102.x.
Hamid, M., M. Siddiky, M. Rahman and K. Hossain. 2017. Scopes and opportunities of buffalo farming in Bangladesh: A review. SAARC Journal of Agriculture, 14(2): 63-77. DOI: 10.3329/sja.v14i2.31246
Khan, S. and H. Alghulaiakh. 2020. ARIMA model for accurate time series stocks forecasting. International Journal of Advanced Computer Science and Applications, 11(7): 524-528. DOI: 10.14569/IJACSA.2020.0110765
Michelizzi, V.N., M.V. Dodson, Z. Pan, M.E.J. Amaral, J.J. Michal, D.J. McLean, J.E. Womack and Z. Jiang. 2010. Water buffalo genome science comes of age. Int. J. Biol. Sci., 6(4): 333-349. DOI: 10.7150/ijbs.6.333
Muruz, H. and Z. Selçuk. 2019. Feeding regimes and some production parameters of Anatolian buffaloes in the Kizilirmak delta of Samsun province in Turkey. Buffalo Bull., 38(2): 263-272. Available on: https://kukrdb.lib.ku.ac.th/journal/BuffaloBulletin/search_detail/result/388992
Özdemir, G. 2021. Sivas ili manda işletmelerinde karma üretim durumunun ve yetiştirici eğitim gereksinimlerinin belirlenmesi. Dicle Üniversitesi Veteriner Fakültesi Dergisi, 14(2): 107-112. DOI: 10.47027/duvetfd.986911
Pineda, P.S., E.B. Flores, J.R.V. Herrera and W.Y. Low. 2021. Opportunities and challenges for improving the productivity of swamp buffaloes in Southeastern Asia. Frontiers in Genetics, 12: 629861. DOI: 10.3389/fgene.2021.629861
Sahin, A., Y. Aksoy, E. Uğurlutepe, Z. Ulutaş, H. Erinç and K.B. Aydın. 2022. Fatty acid and conjugated linoleic acid content of Anatolian buffaloes at different muscle types and slaughter weight. Trop. Anim. Health Pro., 54(6): 1. DOI: 10.1007/s11250-022-03391-5
Singh, B., G. Mal, S.K. Gautam and M. Mukesh. 2019. Reproduction advances in buffaloes, p. 131-143. In Singh, B., G. Mal, S.K. Gautam and M. Mukesh (eds.) Advances in Animal Biotechnology, Springer Cham, Switzerland. DOI: 10.1007/978-3-030-21309-1_12
Soysal, M.I. 2014. Anatolian water buffalo husbandry in Türkiye, p. 491-501. In Proceedings of the International Symposium on Animal Science, Belgrade, Serbia.
Soysal, M.İ. 2013. Anatolian water buffaloes husbandry in Türkiye. Buffalo Bull., 32(Sppl. 1): 293-309. Available on: https://kukrdb.lib.ku.ac.th/journal/BuffaloBulletin/search_detail/result/286526
Ulbrich, F. and H. Fischer. 1967. The chromosomes of the Asiatic buffalo (Bubalus bubalis) and the African buffalo (Syncerus caffer). Z. Tierz. Zuchtungsbio., 83(1-4): 219-223.
Yılmaz, A. and M.A. Kara. 2019. Dünyada ve Türkiye’de manda yetiştiriciliğinin durumu ve geleceği. Türkiye Tarımsal Araştırmalar Dergisi, 6(3): 356-363.
Yilmaz, O., M. Ertugrul and R.T. Wilson 2012. Domestic livestock resources of Türkey. Trop. Anim. Health Pro., 44(4): 707-714. DOI: 10.1007/s11250-011-9957-3
Zhang, Y., L. Colli and J.S.F. Barker. 2020. Asian water buffalo: Domestication, history and genetics. Anim. Genet., 51(2): 177-191. DOI: 10.1111/age.12911
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