A pilot study of river flow prediction in urban area based on phase space reconstruction

Nur Hamiza Adenan, Nor Zila Abd Hamid, Zulkifley Mohamed, Mohd. Salmi Md. Noorani

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

River flow prediction is significantly related to urban hydrology impact which can provide information to solve any problems such as flood in urban area. The daily river flow of Klang River, Malaysia was chosen to be forecasted in this pilot study which based on phase space reconstruction. The reconstruction of phase space involves a single variable of river flow data to m-dimensional phase space in which the dimension (m) is based on the optimal values of Cao method. The results from the reconstruction of phase space have been used in the forecasting process using local linear approximation method. From our investigation, river flow at Klang River is chaotic based on the analysis from Cao method. The overall results provide good value of correlation coefficient. The value of correlation coefficient is acceptable since the area of the case study is influence by a lot of factors. Therefore, this pilot study may be proposed to forecast daily river flow data with the purpose of providing information about the flow of the river system in urban area.

Original languageEnglish
Title of host publicationProceedings of the 24th National Symposium on Mathematical Sciences
Subtitle of host publicationMathematical Sciences Exploration for the Universal Preservation, SKSM 2016
PublisherAmerican Institute of Physics Inc.
Volume1870
ISBN (Electronic)9780735415508
DOIs
Publication statusPublished - 7 Aug 2017
Event24th National Symposium on Mathematical Sciences: Mathematical Sciences Exploration for the Universal Preservation, SKSM 2016 - Kuala Terengganu, Terengganu, Malaysia
Duration: 27 Sep 201629 Sep 2016

Other

Other24th National Symposium on Mathematical Sciences: Mathematical Sciences Exploration for the Universal Preservation, SKSM 2016
CountryMalaysia
CityKuala Terengganu, Terengganu
Period27/9/1629/9/16

Fingerprint

rivers
predictions
correlation coefficients
forecasting
Malaysia
hydrology
approximation

ASJC Scopus subject areas

  • Physics and Astronomy(all)

Cite this

Adenan, N. H., Hamid, N. Z. A., Mohamed, Z., & Md. Noorani, M. S. (2017). A pilot study of river flow prediction in urban area based on phase space reconstruction. In Proceedings of the 24th National Symposium on Mathematical Sciences: Mathematical Sciences Exploration for the Universal Preservation, SKSM 2016 (Vol. 1870). [040011] American Institute of Physics Inc.. https://doi.org/10.1063/1.4995843

A pilot study of river flow prediction in urban area based on phase space reconstruction. / Adenan, Nur Hamiza; Hamid, Nor Zila Abd; Mohamed, Zulkifley; Md. Noorani, Mohd. Salmi.

Proceedings of the 24th National Symposium on Mathematical Sciences: Mathematical Sciences Exploration for the Universal Preservation, SKSM 2016. Vol. 1870 American Institute of Physics Inc., 2017. 040011.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adenan, NH, Hamid, NZA, Mohamed, Z & Md. Noorani, MS 2017, A pilot study of river flow prediction in urban area based on phase space reconstruction. in Proceedings of the 24th National Symposium on Mathematical Sciences: Mathematical Sciences Exploration for the Universal Preservation, SKSM 2016. vol. 1870, 040011, American Institute of Physics Inc., 24th National Symposium on Mathematical Sciences: Mathematical Sciences Exploration for the Universal Preservation, SKSM 2016, Kuala Terengganu, Terengganu, Malaysia, 27/9/16. https://doi.org/10.1063/1.4995843
Adenan NH, Hamid NZA, Mohamed Z, Md. Noorani MS. A pilot study of river flow prediction in urban area based on phase space reconstruction. In Proceedings of the 24th National Symposium on Mathematical Sciences: Mathematical Sciences Exploration for the Universal Preservation, SKSM 2016. Vol. 1870. American Institute of Physics Inc. 2017. 040011 https://doi.org/10.1063/1.4995843
Adenan, Nur Hamiza ; Hamid, Nor Zila Abd ; Mohamed, Zulkifley ; Md. Noorani, Mohd. Salmi. / A pilot study of river flow prediction in urban area based on phase space reconstruction. Proceedings of the 24th National Symposium on Mathematical Sciences: Mathematical Sciences Exploration for the Universal Preservation, SKSM 2016. Vol. 1870 American Institute of Physics Inc., 2017.
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