PREDIKSI CURAH HUJAN DI KOTA SEMARANG DENGAN METODE KALMAN FILTER

Mirawati, Tika Dhiyani and Yasin, Hasbi and Rusgiyono, Agus (2013) PREDIKSI CURAH HUJAN DI KOTA SEMARANG DENGAN METODE KALMAN FILTER. PROSIDING SEMINAR NASIONAL STATISTIKA UNIVERSITAS DIPONEGORO 2013 . pp. 561-570. ISSN ISBN: 978-602-14387-0-1

[img]
Preview
PDF
654Kb

Abstract

The rainfall data is very interesting to be studied because it is constitutes one of the biggest factor that influence the climate on a region and human life sector. In this studies, the rainfall prediction is utilized by Kalman Filter method. The implementation of Kalman Filter analysis in this research is used for modelling and forecasting rainfall in Semarang city. This method provide a recursive solution to minimize error. Kalman Filter consists of state equation and observation equation. The maximum rainfall in 2013 is 406 mm happening in February and the minimum rainfall is 35 mm happening in July. Overall, the average rainfall in 2013 at Semarang city is 196,25 mm. Keywords : Rainfall, Kalman Filter, Time Series

Item Type:Article
Subjects:H Social Sciences > HA Statistics
Divisions:Faculty of Science and Mathematics > Department of Statistics
ID Code:40366
Deposited By:Mr Hasbi Yasin
Deposited On:23 Oct 2013 08:29
Last Modified:04 Mar 2014 11:38

Repository Staff Only: item control page