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Paper Abstract and Keywords
Presentation 2013-10-18 16:20
Rainfall Intensity Forecasting using the Multiple-input Transfer Function with Application to Makassar Case from 2001 to 2010
Herdianti Darwis, Hideo Hirose (Kyushu Inst. of Tech.) R2013-72
Abstract (in Japanese) (See Japanese page) 
(in English) Transfer function model combines the causal inputs and output with a kind of convolution. When the input is not single, we use multiple-input transfer function. In rainfall analysis, time series regression is often used. However, in the methods, we assume a simple relation of independent variables and dependent variables. We propose here to apply the multiple-input TF to rainfall data to see whether the method shows superiority over the conventional statistical time series analysis models. We consider here air humidity, temperature, air pressure, and wind speed are to be the multiple-input, and the amount of seasonal rainfall intensity is to be the output; another influence term is expressed as noise. Applying the method to the rainfall data of Makassar (Indonesia) from 2001 to 2010. We have found that the proposed method provides the comparative accuracy to the conventional statistical analysis such as ARIMA and regression methods.
Keyword (in Japanese) (See Japanese page) 
(in English) Time Series / ARIMA / Regression / Rainfall Analysis / MTF / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 249, R2013-72, pp. 47-51, Oct. 2013.
Paper # R2013-72 
Date of Issue 2013-10-11 (R) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee R  
Conference Date 2013-10-18 - 2013-10-18 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To R 
Conference Code 2013-10-R 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Rainfall Intensity Forecasting using the Multiple-input Transfer Function with Application to Makassar Case from 2001 to 2010 
Sub Title (in English)  
Keyword(1) Time Series  
Keyword(2) ARIMA  
Keyword(3) Regression  
Keyword(4) Rainfall Analysis  
Keyword(5) MTF  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Herdianti Darwis  
1st Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
2nd Author's Name Hideo Hirose  
2nd Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
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Speaker Author-1 
Date Time 2013-10-18 16:20:00 
Presentation Time 25 minutes 
Registration for R 
Paper # R2013-72 
Volume (vol) vol.113 
Number (no) no.249 
Page pp.47-51 
#Pages 5 
Date of Issue 2013-10-11 (R) 

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