Modelling of chaotic hydrological time series / Ismail Atan and Aminuddin Mohd Baki
Nonlinear time series analysis and chaos theory are discussed as an alternative research on the prediction of hydrological data. In this paper, a non linear time series model is use to analyze the daily mean flow collected from the three gauging stations i.e. Sungai Yap at Sungai Pahang, Sungai Bat...
| Main Authors: | , |
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| Format: | Research Reports |
| Language: | English |
| Published: |
Institute of Research, Development and Commercialization, Universiti Teknologi MARA
2009
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| Subjects: | |
| Online Access: | https://ir.uitm.edu.my/id/eprint/8104/ |
| _version_ | 1848802861901676544 |
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| author | Atan, Ismail Mohd Baki, Aminuddin |
| author_facet | Atan, Ismail Mohd Baki, Aminuddin |
| author_sort | Atan, Ismail |
| building | UiTM Institutional Repository |
| collection | Online Access |
| description | Nonlinear time series analysis and chaos theory are discussed as an alternative research on the prediction of hydrological data. In this paper, a non linear time series
model is use to analyze the daily mean flow collected from the three gauging stations i.e. Sungai Yap at Sungai Pahang, Sungai Batu at Sentul and Sungai Gombak at Jalan
Tun Razak. The procedure such as average mutual information, false nearest neighbor, reconstruction of phase space, recurrence analysis and the nonlinear prediction method were all applied to the data from the gauge. The results suggest that the data representing the behaviour of streamflow may be nonlinear and chaotic in
nature. It has shown promising results of short-term forecasts of streamflows. |
| first_indexed | 2025-11-14T21:30:05Z |
| format | Research Reports |
| id | uitm-8104 |
| institution | Universiti Teknologi MARA |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T21:30:05Z |
| publishDate | 2009 |
| publisher | Institute of Research, Development and Commercialization, Universiti Teknologi MARA |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | uitm-81042024-06-07T04:15:44Z https://ir.uitm.edu.my/id/eprint/8104/ Modelling of chaotic hydrological time series / Ismail Atan and Aminuddin Mohd Baki Atan, Ismail Mohd Baki, Aminuddin Hydrology. Water Nonlinear time series analysis and chaos theory are discussed as an alternative research on the prediction of hydrological data. In this paper, a non linear time series model is use to analyze the daily mean flow collected from the three gauging stations i.e. Sungai Yap at Sungai Pahang, Sungai Batu at Sentul and Sungai Gombak at Jalan Tun Razak. The procedure such as average mutual information, false nearest neighbor, reconstruction of phase space, recurrence analysis and the nonlinear prediction method were all applied to the data from the gauge. The results suggest that the data representing the behaviour of streamflow may be nonlinear and chaotic in nature. It has shown promising results of short-term forecasts of streamflows. Institute of Research, Development and Commercialization, Universiti Teknologi MARA 2009 Research Reports NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/8104/3/8104.pdf Atan, Ismail and Mohd Baki, Aminuddin (2009) Modelling of chaotic hydrological time series / Ismail Atan and Aminuddin Mohd Baki. (2009) [Research Reports] <http://terminalib.uitm.edu.my/8104.pdf> (Submitted) |
| spellingShingle | Hydrology. Water Atan, Ismail Mohd Baki, Aminuddin Modelling of chaotic hydrological time series / Ismail Atan and Aminuddin Mohd Baki |
| title | Modelling of chaotic hydrological time series / Ismail Atan and Aminuddin Mohd Baki |
| title_full | Modelling of chaotic hydrological time series / Ismail Atan and Aminuddin Mohd Baki |
| title_fullStr | Modelling of chaotic hydrological time series / Ismail Atan and Aminuddin Mohd Baki |
| title_full_unstemmed | Modelling of chaotic hydrological time series / Ismail Atan and Aminuddin Mohd Baki |
| title_short | Modelling of chaotic hydrological time series / Ismail Atan and Aminuddin Mohd Baki |
| title_sort | modelling of chaotic hydrological time series / ismail atan and aminuddin mohd baki |
| topic | Hydrology. Water |
| url | https://ir.uitm.edu.my/id/eprint/8104/ |