Previsão da Dinâmica da Produção de Leite de Búfalo nas Principais Nações Produtoras (2024–2028)

Autores

DOI:

https://doi.org/10.17533/udea.rccp.e362590

Palavras-chave:

ARIMA, búfala, principais países, produção de leite, prognóstico

Resumo

Antecedentes: A produção de leite de búfala aumentou de 17,86 milhões de toneladas em 1961 para 150,34 milhões de toneladas em 2023. Índia, Paquistão, China, Egito e Nepal foram responsáveis ​​por 96% da produção mundial de leite de búfala em 1961 e 99% em 2023, respectivamente. A previsão precisa da produção de leite de búfala é crucial para o planejamento, a formulação de políticas e para garantir um fornecimento sustentável que atenda à crescente demanda por produtos lácteos. Objetivo: Determinar os níveis atuais de produção nos cinco maiores países produtores de leite de búfala do mundo, bem como a produção mundial total de leite de búfala, para o período de 2024 a 2028. Métodos: Modelos ARIMA foram utilizados no software estatístico SAS para obter as estimativas mais adequadas. Dados da FAOSTAT de 1961 a 2023 foram analisados ​​para identificar modelos adequados e gerar projeções. Resultados: De 2024 a 2028, estimamos a produção global de leite de búfala em 153,05, 154,07, 158,24, 162,12 e 164,11 milhões de toneladas, com os principais países respondendo por 99,20% da produção média anual de 158,32 milhões de toneladas em 2028. Conclusão: Com base nas descobertas deste estudo, as participações estimadas da Índia, Paquistão, China, Egito e Nepal, os principais países na produção global de leite de búfala, serão de 69,88%, 25,46%, 2,11%, 0,87% e 0,87%, respectivamente, entre 2024 e 2028.

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Biografia do Autor

Veysel-Fatih Özdemir, Ataturk University

Atatürk University, Department of Animal Science, College of Agriculture, 25240, Erzurum, Türkiye

Ahmet-Semih Uzundumlu, Ataturk University

Atatürk University, Department of Agricultural Economics, College of Agriculture, 25240, Erzurum, Türkiye

Duygu Tosun, Ataturk University

Atatürk University, Department of Agricultural Economics, College of Agriculture, 25240, Erzurum, Türkiye

Referências

Akgul I. Analysis of Time Series, and ARIMA Models. Istanbul: Der Publications, Turkey, 2003.

Alsuwaylimi AA. Comparison of ARIMA, ANN and Hybrid ARIMA-ANN Models for Time Series Forecasting. Information Sciences Letters 2023; 12(2): 1003–1016. https://digitalcommons.aaru.edu.jo/isl/vol12/iss2/62

Araghinejad S. Time Series Modeling. In: Data-Driven Modeling: Using MATLAB® in Water Resources and Environmental Engineering. Springer, 2013. Chap. 4, p.85–137.

Baye MR, Prince JT. Managerial Economics and Business Strategy. 10th ed. New York: McGraw-Hill Irwin, USA, 2021.

Becskei Z, Savić M, Ćirković D, Rašeta M, Puvača N, Pajić M, Đorđević S, Paskaš S. Assessment of Water Buffalo Milk and Traditional Milk Products in a Sustainable Production System. Sustainability 2020; 12(16): 6616. https://doi.org/10.3390/su12166616

Cappelli G, Di Vuolo G, Gerini O, Noschese R, Bufano F, Capacchione R, Rosini S, Limone A, De Carlo E. Italian Tracing System for Water Buffalo Milk and Processed Milk Products. Animals 2021; 11(6): 1737. https://doi.org/10.3390/ani11061737

Costa A, Negrini R, De Marchi M, Campanile G, Neglia G. Phenotypic Characterization of Milk Yield and Quality Traits in a Large Population of Water Buffaloes. Animals 2020; 10(2): 327. https://doi.org/10.3390/ani10020327

Deb GK, Nahar TN, Duran PG, Presicce GA. Safe and Sustainable Traditional Production: The Water Buffalo in Asia. Front Environ Sci. 2016; 4: 38. https://doi.org/10.3389/fenvs.2016.00038

Devi M, Rahman UH, Weerasinghe WPMCN, Mishra P, Tiwari S, Karakaya K. Future Milk Production Prospects in India for Various Animal Species Using Time Series Models. Indian J Anim Res. 2022; 56(9): 1170–1175.

https://doi.org/10.18805/IJAR.B-4409

Emakpor OL, Edo GI, Jikah AN, Ikpekoro VO, Akbo JJ, Ainyanbhor IE, Essaghah AEA, Ekokotu HA, Oghroro EEA, Akpoghelie PO. Buffalo Milk: An Essential Natural Adjuvant. Discover Food. 2024; 4: 38. https://doi.org/10.1007/s44187-024-00114-7

Ermetin O. Evaluation of the Application Opportunities of Precision Livestock Farming (PLF) for Water Buffalo (Bubalus bubalis) Breeding: SWOT Analysis. Arch Anim Breed. 2023; 66(1): 41–50. https://doi.org/10.5194/aab-66-41-2023

FAOSTAT. Food and Agriculture Organization of the United Nations. Milk Production in the World. Washington, DC: PAHO, 2025. http://www.fao.org/faostat/en/#data/QC

Habib MA, Rahman MS, Khatun A, Ali MY. The Scenario of Buffalo Production and Research in Bangladesh. J Buffalo Sci. 2023; 12: 28–37.https://doi.org/10.6000/1927-520X.2023.12.04

Kim S, Oh S. Outlook of the Global Dairy Industry and Its Current Situation: V. Milk Production and Trade after 2020.

J Dairy Sci Biotechnol. 2024; 42(1): 1–8. https://doi.org/10.22424/jdsb.2024.42.1.1

Kontopoulou VI, Panagopoulos AD, Kakkos I, Matsopoulos GK. A Review of ARIMA vs. Machine Learning Approaches for Time Series Forecasting in Data Driven Networks. Future Internet 2023; 15(8): 255. https://doi.org/10.3390/fi15080255

Krugman PR, Wells R. Economics. 6th ed. London: Macmillan International Higher Education, 2021.

Minervino AHH, Zava M, Vecchio D, Borghese A. Bubalus bubalis: A Short Story. Front Vet Sci. 2020; 7: 570413. https://doi.org/10.3389/fvets.2020.570413

Mishra P, Matuka A, Abotaleb MSA, Weerasinghe WPMCN, Karakaya K, Das SS. Modeling and Forecasting of Milk Production in the SAARC Countries and China. Model Earth Syst Environ. 2022; 8: 947–959. https://doi.org/10.1007/s40808-021-01138-z

Montgomery DC, Jennings CL, Kulahci M. Introduction to Time Series Analysis and Forecasting. 2nd ed. Hoboken, New Jersey: John Wiley & Sons; 2015.

Omar MA, Hassan FAM, Shahin SE, El-Shahat M. The Usage of the Autoregressive Integrated Moving Average Model for Forecasting Milk Production in Egypt (2022–2025). Open Vet J 2024; 14(1): 256–265. https://doi.org/10.5455/OVJ.2024.v14.i1.22

Özdemir G. A Research on Satisfaction Levels of Water Buffalo Breeders in Sivas Province, Türkiye. Tekirdag Ziraat Fak Derg. 2024; 21(2): 444–456. https://doi.org/10.33462/jotaf.1291935

Pineda PS, Flores EB, Herrera JRV, Low WY. Opportunities and Challenges for Improving the Productivity of Swamp Buffaloes in Southeastern Asia. Front Genet. 2021; 12: 629861. https://doi.org/10.3389/fgene.2021.629861

Qasim M, Amin M, Akram MN, Omer T, Hussain F. Forecasting Buffalo Population of Pakistan Using Autoregressive Integrated Moving Average (ARIMA) Time Series Models. Proc Pakistan Acad Sci A J Comput Phys 2019; 56(3): 27–36.https://www.ppaspk.org/index.php/PPAS-A/article/view/86

Romano E, De Palo P, Tidona F, Maggiolino A, Bragaglio A. Dairy Buffalo Life Cycle Assessment (LCA) Affected by a Management Choice: The Production of Wheat Crop. Sustainability 2021; 13(19): 11108. https://doi.org/10.3390/su131911108

SAS. SAS 13.2 User’s Guide: The ARIMA Procedure. SAS Institute Inc., Cary, NC, USA, 2014. Available from: https://support.sas.com/documentation/onlinedoc/ets/132/ARIMA.pdf.

Sharma I, Arora K, Kumar S, Bhoi P, Vatta K. Global Trade Competitiveness of Indian Buffalo Meat: Trends and Determinants. Buffalo Bull. 2023; 42(1): 105–124.

Subbanna YB, Kumar S, Puttaraju SKM. Forecasting Buffalo Milk Production in India: Time Series Approach. Buffalo Bull. 2021; 40(2): 335–343.

Ukav I. Market Structures and Concentration Measuring Techniques. Asian J Agric Ext Econ Sociol. 2017; 19(4): 1-16.https://doi.org/10.9734/AJAEES/2017/36066

USDA. Dairy and Products Annual-2023. US Department of Agriculture Report, 2024.

Uzundumlu AS, Karabacak T, Ali A. Apricot Production Forecast of the Leading Countries in the Period of 2018–2025. Emir J Food Agric. 2021; 33(8): 682–690. https://www.ejfa.me/index.php/journal/article/view/2744

Uzundumlu AS, Dilli M. Estimating Chicken Meat Productions of Leader Countries for 2019–2025 Years. Ciência Rural 2023; 53(2): e20210477. http://doi.org/10.1590/0103-8478cr20210477

Uzundumlu AS, Pınar V,Tosun NE, Kumbasaroğlu H. Global Pistachio Production Forecasts for 2020–2025. KSU J Agric Nat. 2024; 27(5): 1105–1115. http://doi.org/10.18016/ksutarimdoga.vi.1397897

Venu V, Anjitha PK, Vipin PR, Ramdas ER, Senthilkumar R, Sreenath B. Temporal Trends and Future Projections: A Deep Dive into India's Buffalo Milk Production Through Time Series Modelling. J Dairy Foods Home Sci. 2024. http://doi.org/10.18805/ajdfr.DR-2199

VMR. Global Buffalo Milk Market Forecast. Verified Market Reports, 2024. Available from:

https://www.verifiedmarketreports.com/product/buffalo-milk-market/

Zhang Y, Colli L, Barker JSF. Asian Water Buffalo: Domestication, History and Genetics. Anim Genet. 2020; 51(2): 177–191.https://doi.org/10.1111/age.12911

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Publicado

2026-01-29

Como Citar

Özdemir, V.-F., Uzundumlu, A.-S., & Tosun, D. (2026). Previsão da Dinâmica da Produção de Leite de Búfalo nas Principais Nações Produtoras (2024–2028). Revista Colombiana De Ciencias Pecuarias. https://doi.org/10.17533/udea.rccp.e362590

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