Weather events forecasting in Kota Kinabalu using a fuzzy rule-based system

Suzelawati Zenian and Amirah Ramizah Bibi Abdul Rasheed (2023) Weather events forecasting in Kota Kinabalu using a fuzzy rule-based system. Borneo Science, 44. pp. 1-12. ISSN 1394-4339

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Abstract

A weather forecast is a prediction of weather phenomena in the future by collecting as much data as possible. Major worldwide climate studies include the breakthrough and interpretation of complicated weather patterns in order to successfully forecast varied weather events. It is quite complex to screen so many parameters from several factors to discover precise weather conditions. In this paper, a fuzzy rule-based system (FRBS) is applied for weather forecasting in Kota Kinabalu. There are 234 fuzzy rules being developed as the FRBS are constructed along and successfully implemented in MATLAB. Based on the results, the comparison between actual and forecast data shows moderate precision as the accuracy level is higher than the level of error analysis

Item Type:	Article
Keyword:	Weather events, Fuzzy rule-based system, Forecasting, Fuzzy set
Subjects:	Q Science > QC Physics > QC1-999 Physics > QC851-999 Meteorology. Climatology Including the earth's atmosphere
Department:	FACULTY > Faculty of Science and Natural Resources
Depositing User:	SITI AZIZAH BINTI IDRIS -
Date Deposited:	15 Aug 2023 15:13
Last Modified:	15 Aug 2023 15:13
URI:	https://eprints.ums.edu.my/id/eprint/36417

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