奇异谱分析法在西苏门答腊水稻产量预测中的应用

Nazifatul Azizah, F. Fitri, Dodi Vionanda, Zamahsary Martha
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引用次数: 0

摘要

人口和大米生产之间的不平衡将造成各种负面影响,如粮食危机和贫困加剧,因此需要进行预测,以保持未来的粮食供应。本研究旨在利用SA方法确定2023年西苏门答腊省12个时期的水稻生产结果。根据分析结果,2023年12个时期的水稻产量与上年相比有下降趋势。采用L=21的SSA方法预测水稻产量,MAPE为17.69%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of singular spectrum analysis method to forecast rice production in west sumatra
The imbalance between the population and rice production will cause various negative impacts such as food crisesand increasing poverty, so forecasting needs to be done to maintain food availability in the future. This study aimsdetermine the results of rice production in West Sumatra Province for 12 periods in 2023 using the SA method. Basedon the results of the analysis, rice production in 2023 for 12 periods tends to decrease compared to the previous year.Forecasting rice production using the SSA method with L=21 can be said to be accurate with a MAPE obtained of17.69%.
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