A comparative study of discrete dynamical system and moving average model in assessing and predicting availability of clean water

Many developing countries, Malaysia included, are constantly faced with problems in managing water resources as there is lack of integration and holistic approach with little participation from the general public and other stakeholders apart from the government. In this study, two quantitative model...

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Main Authors: Md Yusof, Zahayu, Misiran, Masnita, Dudin, Nuratikah Amid, Che Yakzam, Rosmalina, Mohamed Ali, Dian Idayu, Abdul Razak, Ayda Asyra
Format: Article
Language:English
Published: 2019
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Online Access:http://repo.uum.edu.my/26828/1/AJEE%2010%201%202019%201%209.pdf
http://repo.uum.edu.my/26828/
http://doi.org/10.9734/ajee/2019/v10i130105
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spelling my.uum.repo.268282020-11-16T07:36:42Z http://repo.uum.edu.my/26828/ A comparative study of discrete dynamical system and moving average model in assessing and predicting availability of clean water Md Yusof, Zahayu Misiran, Masnita Dudin, Nuratikah Amid Che Yakzam, Rosmalina Mohamed Ali, Dian Idayu Abdul Razak, Ayda Asyra Q Science (General) Many developing countries, Malaysia included, are constantly faced with problems in managing water resources as there is lack of integration and holistic approach with little participation from the general public and other stakeholders apart from the government. In this study, two quantitative models, which are the discrete dynamical system and moving average, is applied to obtain the forecast value of clean water in Malaysia’s river basin by using open source data with minimal cost of analysis. The findings suggested that moving average method is superior as it provides better accuracy in forecasting with small error rate. The method is easy to understand, used standard MS Excel in computing, and need only minimal requirement of the machine’s operating system. Continuous assessment to the quality level of clean water in Malaysia’s river basin should be strictly regulated to ensure the right course of action to manoeuvre effective countermeasure for this issue. Among the counter measures may be in a form of focused education towards specified target groups, regulatory exercises, as well as awareness campaigns that are more effectively arranged. 2019 Article PeerReviewed application/pdf en http://repo.uum.edu.my/26828/1/AJEE%2010%201%202019%201%209.pdf Md Yusof, Zahayu and Misiran, Masnita and Dudin, Nuratikah Amid and Che Yakzam, Rosmalina and Mohamed Ali, Dian Idayu and Abdul Razak, Ayda Asyra (2019) A comparative study of discrete dynamical system and moving average model in assessing and predicting availability of clean water. Asian Journal of Environment & Ecology, 10 (1). pp. 1-9. ISSN 2456-690X http://doi.org/10.9734/ajee/2019/v10i130105 doi:10.9734/ajee/2019/v10i130105
institution Universiti Utara Malaysia
building UUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Utara Malaysia
content_source UUM Institutional Repository
url_provider http://repo.uum.edu.my/
language English
topic Q Science (General)
spellingShingle Q Science (General)
Md Yusof, Zahayu
Misiran, Masnita
Dudin, Nuratikah Amid
Che Yakzam, Rosmalina
Mohamed Ali, Dian Idayu
Abdul Razak, Ayda Asyra
A comparative study of discrete dynamical system and moving average model in assessing and predicting availability of clean water
description Many developing countries, Malaysia included, are constantly faced with problems in managing water resources as there is lack of integration and holistic approach with little participation from the general public and other stakeholders apart from the government. In this study, two quantitative models, which are the discrete dynamical system and moving average, is applied to obtain the forecast value of clean water in Malaysia’s river basin by using open source data with minimal cost of analysis. The findings suggested that moving average method is superior as it provides better accuracy in forecasting with small error rate. The method is easy to understand, used standard MS Excel in computing, and need only minimal requirement of the machine’s operating system. Continuous assessment to the quality level of clean water in Malaysia’s river basin should be strictly regulated to ensure the right course of action to manoeuvre effective countermeasure for this issue. Among the counter measures may be in a form of focused education towards specified target groups, regulatory exercises, as well as awareness campaigns that are more effectively arranged.
format Article
author Md Yusof, Zahayu
Misiran, Masnita
Dudin, Nuratikah Amid
Che Yakzam, Rosmalina
Mohamed Ali, Dian Idayu
Abdul Razak, Ayda Asyra
author_facet Md Yusof, Zahayu
Misiran, Masnita
Dudin, Nuratikah Amid
Che Yakzam, Rosmalina
Mohamed Ali, Dian Idayu
Abdul Razak, Ayda Asyra
author_sort Md Yusof, Zahayu
title A comparative study of discrete dynamical system and moving average model in assessing and predicting availability of clean water
title_short A comparative study of discrete dynamical system and moving average model in assessing and predicting availability of clean water
title_full A comparative study of discrete dynamical system and moving average model in assessing and predicting availability of clean water
title_fullStr A comparative study of discrete dynamical system and moving average model in assessing and predicting availability of clean water
title_full_unstemmed A comparative study of discrete dynamical system and moving average model in assessing and predicting availability of clean water
title_sort comparative study of discrete dynamical system and moving average model in assessing and predicting availability of clean water
publishDate 2019
url http://repo.uum.edu.my/26828/1/AJEE%2010%201%202019%201%209.pdf
http://repo.uum.edu.my/26828/
http://doi.org/10.9734/ajee/2019/v10i130105
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score 13.160551