- citations in SCIndeks: [1]
- citations in CrossRef:[1]
- citations in Google Scholar:[
 ]
- visits in previous 30 days:11
- full-text downloads in 30 days:6
|
|
|
2022, vol. 26, iss. 2, pp. 68-70
|
|
State and tendencies of production characteristics of wheat and maize in Serbia
Stanje i tendencije proizvodnih karakteristika pšenice i kukuruza u Srbiji
aUniversity of Novi Sad, Faculty of Agriculture, Serbia bUniversity of Defence, Military Academy, Belgrade, Serbia
email: nesann@polj.uns.ac.rs
Project: The work is a result of the research within the project The opportunities for the development of the agribusiness sector in AP Vojvodina 142-451-2316/2022-01/01 financed by the Provincial Secretariat for Science and Technological Development APV
Abstract
The aim of the research is to determine the state and tendencies in the movement of production parameters of wheat and corn in Serbia for the period from 2005-2020. Analyzed parameters are harvested area, yield and total production. Descriptive statistics were used to determine the state and tendencies of the observed features. In order to predict the value of production parameters from 2021 to 2023, two methods were used: ARIMA model and extrapolation of the average rate of change of the analyzed parameters. Since the ARIMA model did not give satisfactory results due to a short time series (16 years), annual rates of change were used to extrapolate the production characteristics for the period 2021-2023. Using extrapolation of the average rate of change, the authors concluded that the yield of corn and wheat in the analyzed period showed a tendency to grow, with the areas of both crops showing a tendency to fall. Total wheat and corn production have a tendency to grow when compared with the averages of the analyzed period in previous years. The results of the forecast indicate that the volume of wheat production is expected to be 15.54% higher, and the volume of corn 28.41%, during the prediction period in relation to the multi-year averages of the analyzed period.
Sažetak
Cilj istraživanja je da se utvrde stanje i tendencije u kretanju proizvodnih karakteristika pšenice i kukuruza u Srbiji u periodu od 2005-2020 godine. Analizirani su površina, prinos i ukupna proizvodnja. Za utvrđivanje stanja i tendencija posmatranih obeležja korišćena je deskriptivna statistika. Za predviđanje vrednosti obeležja u periodu 2021-2023 godina korišćena su dva metoda: ARIMA model i ekstrapolacija prosečne stope promene analizirane pojave. ARIMA model nije dao zadovoljavajuće rezultate usled kratke vremenske serije koja je analizirana. Primenom ekstrapolacije prosečne stope promene, autori su zaključili da je prinos kukuruza i pšenice u analiziranom periodu ispoljio tendenciju rasta, pri čemu su površine oba useva ispoljile tendenciju pada. Ukupna proizvodnja pšenice i kukuruza imaju tendenciju rasta za vreme perioda predikcije u odnosu na višegodišnje proseke analiziranog perioda. Rezultati predviđanja ukazuju da je za očekivati 15,54% veći obim proizvodnje pšenice, a kukuruza povećanje za 28,41%.
|
|
|
|
References
|
|
  
|
Devi, M., Kumar, J., Malik, D.P., Mishra, P. (2021) Forecasting of wheat production in Haryana using hybrid time series model. Journal of Agriculture and Food Research, 5: 100175-100175
|
|
|
Geoffrey, A.P. (1994) Economic forecasting in agriculture. International Journal of Forecasting, 10(1): 81-135
|
|
|
Li, J., Li, G., Liu, M., Zhu, X., Wei, L. (2022) A novel text-based framework for forecasting agricultural futures using massive online news headlines. International Journal of Forecasting, 38(1): 35-50
|
|
|
Malinovský, V. (2021) Predicting trends in cereal production in the Czech Republic by means of neural networks. Agris on-line Papers in Economics and Informatics, 13(1): 87-103
|
|
7 
|
Mutavdžić, B., Novković, N., Vukelić, N., Radojević, V. (2016) Analysis and prediction of prices and price partyes of corn and wheat in Serbia. Journal on Processing and Energy in Agriculture, vol. 20, br. 2, str. 106-108
|
|
|
Niyigaba, J., Peng, D. (2020) Analysis and forecasting the agriculture production sector in Rwanda. International Journal of Economics and Finance, 12(8); E-ISSN 1916-9728, Published by Canadian Center of Science and Education
|
|
|
Novković, N., Vukelić, N., Paunović, B., Hubana, A., Drinić, Lj. (2021) Tendencies and prediction of grape production characteristics in Serbia. in: Book of Proceedings of the XII International Scientific Agricultural Symposium 'Agrosym 2021', 1281-187; ISBN 978-99976-787-9-9
|
|
|
Novković, N., Mutavdžić, B., Ivanišević, D., Drinić, L., Vukelić, N. (2019) Models for forecasting the price of wheat and maize in Serbia. Journal on Processing and Energy in Agriculture, vol. 23, br. 3, str. 138-141
|
|
2
|
Novković, N., Vukelić, N., Janošević, M., Nikolić, S., Arsić, S. (2020) Analysis and forecast of the production parameters of major cereal crops in Serbia. Journal on Processing and Energy in Agriculture, vol. 24, br. 2, str. 45-49
|
|
|
|
|