Flood forecasting at Jerantut, Pahang by using artificial neural network (ANN)

Developing flood forecasting is necessity especially for east coast peninsular Malaysia that experienced flood every year due to northeast monsoon. A strong performance of forecasting model to predict water level could be a solution to minimize bad impact of flood. Artificial Neural Network (ANN) us...

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Main Author:	Nurul Izzah, Osman
Format:	Undergraduates Project Papers
Language:	English
Published:	2017
Subjects:	TA Engineering (General). Civil engineering (General)
Online Access:	http://umpir.ump.edu.my/id/eprint/25620/ http://umpir.ump.edu.my/id/eprint/25620/ http://umpir.ump.edu.my/id/eprint/25620/1/Flood%20forecasting%20at%20Jerantut%2C%20Pahang%20by%20using%20artificial%20neural%20network.pdf

id	ump-25620
recordtype	eprints
spelling	ump-256202019-08-08T08:09:32Z http://umpir.ump.edu.my/id/eprint/25620/ Flood forecasting at Jerantut, Pahang by using artificial neural network (ANN) Nurul Izzah, Osman TA Engineering (General). Civil engineering (General) Developing flood forecasting is necessity especially for east coast peninsular Malaysia that experienced flood every year due to northeast monsoon. A strong performance of forecasting model to predict water level could be a solution to minimize bad impact of flood. Artificial Neural Network (ANN) use historical data to find data pattern to make data forecasting. Historical data require to generate the result by forecast a model. A case study had been applied at the Sungai Yap at Pahang River where hourly water level data dated from 1985 until 2015 have been used to forecast hourly water level. In this study, three type of time interval 1, 3 and 6 hour and 5 types of data input which are 3, 4, 5, 6 and 7 were analysed. Result showed that all data input successfully achieve high accuracy forecasting result where 0.9 to 1 for NSC value were recorded. 2017-06 Undergraduates Project Papers NonPeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/25620/1/Flood%20forecasting%20at%20Jerantut%2C%20Pahang%20by%20using%20artificial%20neural%20network.pdf Nurul Izzah, Osman (2017) Flood forecasting at Jerantut, Pahang by using artificial neural network (ANN). Faculty of Civil Engineering and Earth Resources, Universiti Malaysia Pahang. http://iportal.ump.edu.my/lib/item?id=chamo:102681&theme=UMP2
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TA Engineering (General). Civil engineering (General)
spellingShingle	TA Engineering (General). Civil engineering (General) Nurul Izzah, Osman Flood forecasting at Jerantut, Pahang by using artificial neural network (ANN)
description	Developing flood forecasting is necessity especially for east coast peninsular Malaysia that experienced flood every year due to northeast monsoon. A strong performance of forecasting model to predict water level could be a solution to minimize bad impact of flood. Artificial Neural Network (ANN) use historical data to find data pattern to make data forecasting. Historical data require to generate the result by forecast a model. A case study had been applied at the Sungai Yap at Pahang River where hourly water level data dated from 1985 until 2015 have been used to forecast hourly water level. In this study, three type of time interval 1, 3 and 6 hour and 5 types of data input which are 3, 4, 5, 6 and 7 were analysed. Result showed that all data input successfully achieve high accuracy forecasting result where 0.9 to 1 for NSC value were recorded.
format	Undergraduates Project Papers
author	Nurul Izzah, Osman
author_facet	Nurul Izzah, Osman
author_sort	Nurul Izzah, Osman
title	Flood forecasting at Jerantut, Pahang by using artificial neural network (ANN)
title_short	Flood forecasting at Jerantut, Pahang by using artificial neural network (ANN)
title_full	Flood forecasting at Jerantut, Pahang by using artificial neural network (ANN)
title_fullStr	Flood forecasting at Jerantut, Pahang by using artificial neural network (ANN)
title_full_unstemmed	Flood forecasting at Jerantut, Pahang by using artificial neural network (ANN)
title_sort	flood forecasting at jerantut, pahang by using artificial neural network (ann)
publishDate	2017
url	http://umpir.ump.edu.my/id/eprint/25620/ http://umpir.ump.edu.my/id/eprint/25620/ http://umpir.ump.edu.my/id/eprint/25620/1/Flood%20forecasting%20at%20Jerantut%2C%20Pahang%20by%20using%20artificial%20neural%20network.pdf
first_indexed	2023-09-18T22:39:26Z
last_indexed	2023-09-18T22:39:26Z
_version_	1777416815921594368

Flood forecasting at Jerantut, Pahang by using artificial neural network (ANN)

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