Rainfall Prediction Using Fuzzy Time Series

IF 2.7 3区生物学 Q3 CELL BIOLOGY

Nucleus Pub Date : 2021-11-30 DOI:10.37010/nuc.v2i2.619

Adhi Susano, Wulan Anggraeni

引用次数: 0

Abstract

Flood is one of the problems faced by DKI Jakarta Province. To be able to reduce losses caused by flooding is to predict rainfall. The type of research is quantitative research using rainfall prediction method using Fuzzy Time Series (FTS) which was developed by Stevenson & Porter (2009). The data used is rainfall data at Kemayoran Station in the period January 2018 to December 2020. The prediction accuracy results state that the FTS method has poor accuracy so that improvements are needed in the formation of interval intervals.

查看原文本刊更多论文

基于模糊时间序列的降雨预测

洪水是DKI雅加达省面临的问题之一。要想减少洪水造成的损失，就要预测降雨。研究类型是定量研究，使用模糊时间序列(FTS)的降雨预测方法，这是由Stevenson & Porter(2009)开发的。使用的数据是2018年1月至2020年12月期间Kemayoran站的降雨数据。预测精度结果表明，FTS方法精度较差，在区间区间的形成方面有待改进。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文求助全文

来源期刊

Nucleus CELL BIOLOGY-

CiteScore

5.60

自引率

5.40%

发文量

审稿时长

13 weeks

期刊介绍： Nucleus is a fully open access peer-reviewed journal. All articles will (if accepted) be available for anyone to read anywhere, at any time immediately on publication. Aims & Scope: The eukaryotic cell nucleus is more than a storage organelle for genomic DNA. It is involved in critical steps of cell signaling and gene regulation, as well as the maintenance of genome stability, including DNA replication and DNA damage repair. These activities heavily depend on the spatial and temporal “functional” organization of the nucleus and its integration into the complex meshwork of cellular scaffolding. Nucleus provides a platform for presenting and discussing cutting-edge research on all aspects of biology of the cell nucleus. It brings together a multidisciplinary community of scientists working in the areas of: • Nuclear structure and dynamics • Subnuclear organelles • Chromatin organization • Nuclear transport • DNA replication and DNA damage repair • Gene expression and RNA processing • Nucleus in signaling and development Nucleus offers a variety of paper formats including: • Original Research articles • Short Reports • Reviews • Commentaries • Extra Views • Methods manuscripts.