指数平滑法预测土耳其洋葱播种面积和产量

Bakiye Kılıç Topuz, M. Bozoğlu, Nevra Alhas Eroğlu, Uğur Başer
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引用次数: 0

摘要

2017年,世界上144个国家在5.201.591公顷的土地上生产了97.862.928吨洋葱。土耳其在6.8万公顷土地上生产了210万吨洋葱。土耳其是干洋葱的第七大生产国,占世界份额的2.18%。本研究的主要目的是预测2019-2026年土耳其的洋葱面积和产量。本研究的数据来自联合国粮食及农业组织的数据库,时间序列涵盖1961-2018年。比较了3种指数平滑模型对洋葱面积和产量的预测效果,确定Holt指数平滑模型为最合适的预测模型。在本研究中,时间序列数据被确定为非平稳,因此取时间序列的一阶差分后获得平稳性。模型结果表明,2019-2026年,预测洋葱播种面积将从58.873公顷增加到60.981公顷,预测洋葱产量将从2.066.453吨增加到2.309.751吨。为了减少蛛网定理的影响,洋葱生产应由生产者组织进行计划。供应缺口可以通过采取适当的政策措施来避免,这对于维持土耳其在世界洋葱市场的地位是必要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Forecasting of Onion Sown Area and Production in Turkey Using Exponential Smoothing Method
In 2017, 144 countries in the world produced 97.862.928 tons onion at 5.201.591 hectares. Turkey produced 2.1 million tons onion in 68 thousand hectares. Turkey was the seventh-largest producer country of dry onion with a share of 2,18% in the world. The main aim of this research was to forecast the onion area and production of Turkey for the period of 2019-2026. The data of this study was obtained from the database of the Food and Agriculture Organization and the time series covered the period of 1961-2018. Three Exponential Smoothing Methods were compared to model onion area and production and Holt Exponential Smoothing model was determined as the most appropriate forecasting model. In the study, time series data were determined as non-stationary and so, stationarity was obtained after taking the first difference of the time series. Model results show that, in the 2019-2026 period, the forecasted sown area of onion would be increased from 58.873 hectares to 60.981 hectares, forecasted production of onion would be increased from 2.066.453 tons to 2.309.751 tons. In order to reduce the effect of Cobweb theorem, onion production should be planned by producer organizations. The supply gap can be avoided by taking appropriate policy measures and this is necessary to maintain Turkey’s position in the world onion market.
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