Forecast of Rice Reserves in Special Region of Yogyakarta

Candarisma Dhanes Noor Viana, E. N. Jannah, Hanna Syahrina Arumndalu
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引用次数: 1

Abstract

Food is one of the basic human needs. A priority food commodity is rice. The Special Region of Yogyakarta Province is one of the areas that has agricultural land that is able to supply the food needs in the area. However, the population in the Special Region of Yogyakarta is growing annually, having an impact on the food needs that have to be met. The study aimed to determine the food reserves, especially rice reserves, in the Special Region of Yogyakarta. This study used a descriptive analytical method and ARIMA forecasting model. The study used time series data from 2011 to 2021 obtained from the dataku application managed by BAPPEDA of the Special Region of Yogyakarta. The data consisted of rice production data, per capita consumption data, and population data. The results showed that the rice reserves in the Special Region of Yogyakarta from 2011 to 2021 decreased over years. Based on the forecasting results, the best model was ARIMA c(9,1,6). In addition, the result of the rice reserve forecast from 2022 to 2025 also showed a decreasing trend from year to year. Therefore, it is crucial for the government to make efforts to maintain food availability to achieve local food security.Keywords: ARIMA, Food Reserves Rice, Forecasting, Special Region of Yogyakarta 
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日惹特区稻米储量预测
食物是人类的基本需求之一。优先考虑的粮食商品是大米。日惹省特别行政区是拥有能够满足该地区粮食需求的农业用地的地区之一。然而,日惹特区的人口每年都在增长,对必须满足的粮食需求产生了影响。这项研究的目的是确定日惹特区的粮食储备,特别是大米储备。本研究采用描述性分析方法和ARIMA预测模型。该研究使用了2011年至2021年的时间序列数据,这些数据来自日惹特区BAPPEDA管理的数据应用程序。数据包括水稻产量数据、人均消费量数据和人口数据。结果表明,2011年至2021年,日惹特区的大米储备逐年减少。根据预测结果,最佳模型为ARIMA c(9,1,6)。此外,2022 - 2025年大米储备预测结果也呈现出逐年减少的趋势。因此,政府必须努力维持粮食供应,以实现当地的粮食安全。关键词:ARIMA,粮食储备大米,预测,日惹特区
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