Nazifatul Azizah, F. Fitri, Dodi Vionanda, Zamahsary Martha
{"title":"奇异谱分析法在西苏门答腊水稻产量预测中的应用","authors":"Nazifatul Azizah, F. Fitri, Dodi Vionanda, Zamahsary Martha","doi":"10.24036/ujsds/vol1-iss3/58","DOIUrl":null,"url":null,"abstract":"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%.","PeriodicalId":220933,"journal":{"name":"UNP Journal of Statistics and Data Science","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Application of singular spectrum analysis method to forecast rice production in west sumatra\",\"authors\":\"Nazifatul Azizah, F. Fitri, Dodi Vionanda, Zamahsary Martha\",\"doi\":\"10.24036/ujsds/vol1-iss3/58\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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%.\",\"PeriodicalId\":220933,\"journal\":{\"name\":\"UNP Journal of Statistics and Data Science\",\"volume\":\"3 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-05-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"UNP Journal of Statistics and Data Science\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.24036/ujsds/vol1-iss3/58\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"UNP Journal of Statistics and Data Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.24036/ujsds/vol1-iss3/58","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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%.