Selecting probability distribution for regions of Peninsular Malaysia streamflow
Extreme flood event are among environmental events with the most disastrous consequences for human society. This paper deals with the identification of homogeneous regions through important steps in the regional frequency analysis. Streamflow totals measured at 70 stations over 1960-2009. The cluste...
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American Institute of Physics Inc.
2016
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my.utm.731922017-11-29T23:58:39Z http://eprints.utm.my/id/eprint/73192/ Selecting probability distribution for regions of Peninsular Malaysia streamflow Jan, N. A. M. Shabri, A. Badyalina, B. QA Mathematics Extreme flood event are among environmental events with the most disastrous consequences for human society. This paper deals with the identification of homogeneous regions through important steps in the regional frequency analysis. Streamflow totals measured at 70 stations over 1960-2009. The cluster analysis uses kriging technique and shows three regions of streamflow in Peninsular Malaysia. The homogeneity test of L-moments shows that some of these regions are homogeneous. Using the goodness-of-fit test, Z-Dist, the regional frequency distribution functions for each group are then selected. In this study, five three parameter distributions generalized logistic (GLO), generalized extreme-value (GEV), generalized pareto distributions (GPA), Pearson Type III (P3), and three parameter Lognormal (LN3) were fitted to the three homogeneous regions. American Institute of Physics Inc. 2016 Conference or Workshop Item PeerReviewed Jan, N. A. M. and Shabri, A. and Badyalina, B. (2016) Selecting probability distribution for regions of Peninsular Malaysia streamflow. In: 23rd Malaysian National Symposium of Mathematical Sciences: Advances in Industrial and Applied Mathematics, SKSM 2015, 24 November 2015 through 26 November 2015, Johor Bahru; Malaysia. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84984548731&doi=10.1063%2f1.4954619&partnerID=40&md5=6d63168942ed209bf802ec0f91a64676 |
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Extreme flood event are among environmental events with the most disastrous consequences for human society. This paper deals with the identification of homogeneous regions through important steps in the regional frequency analysis. Streamflow totals measured at 70 stations over 1960-2009. The cluster analysis uses kriging technique and shows three regions of streamflow in Peninsular Malaysia. The homogeneity test of L-moments shows that some of these regions are homogeneous. Using the goodness-of-fit test, Z-Dist, the regional frequency distribution functions for each group are then selected. In this study, five three parameter distributions generalized logistic (GLO), generalized extreme-value (GEV), generalized pareto distributions (GPA), Pearson Type III (P3), and three parameter Lognormal (LN3) were fitted to the three homogeneous regions. |
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Conference or Workshop Item |
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Jan, N. A. M. Shabri, A. Badyalina, B. |
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Jan, N. A. M. Shabri, A. Badyalina, B. |
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Jan, N. A. M. |
title |
Selecting probability distribution for regions of Peninsular Malaysia streamflow |
title_short |
Selecting probability distribution for regions of Peninsular Malaysia streamflow |
title_full |
Selecting probability distribution for regions of Peninsular Malaysia streamflow |
title_fullStr |
Selecting probability distribution for regions of Peninsular Malaysia streamflow |
title_full_unstemmed |
Selecting probability distribution for regions of Peninsular Malaysia streamflow |
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selecting probability distribution for regions of peninsular malaysia streamflow |
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American Institute of Physics Inc. |
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2016 |
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http://eprints.utm.my/id/eprint/73192/ https://www.scopus.com/inward/record.uri?eid=2-s2.0-84984548731&doi=10.1063%2f1.4954619&partnerID=40&md5=6d63168942ed209bf802ec0f91a64676 |
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