Robustness analysis of model parameters for sediment transport equation development
Robustness analysis of model parameters for sediment transport equation development is carried out using 256 hydraulics and sediment data from twelve Malaysian rivers. The model parameters used in the analyses include parameters in equations by Ackers-White, Brownlie, Engelund-Hansen, Graf, Molinas-...
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Akademi Sains Malaysia
2019
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2-s2.0-85072191517 Ghani N.A.A.A.; Tholibon D.A.; Ariffin J. Robustness analysis of model parameters for sediment transport equation development 2019 ASM Science Journal 12 10.32802/asmscj.2019.268 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072191517&doi=10.32802%2fasmscj.2019.268&partnerID=40&md5=91ce26f3813265bdb2b1851703be65c4 Robustness analysis of model parameters for sediment transport equation development is carried out using 256 hydraulics and sediment data from twelve Malaysian rivers. The model parameters used in the analyses include parameters in equations by Ackers-White, Brownlie, Engelund-Hansen, Graf, Molinas-Wu, Karim-Kennedy, Yang, Ariffin and Sinnakaudan. Seven parameters in five parameter classes were initially tested. Robustness of the model parameters was measured on the statistical relations through Evolutionary Polynomial Regression (EPR) technique and further examined using the discrepancy ratio of the predicted versus the measured values. Results from analyses suggest U*/V (ratio of shear velocity to flow velocity) and R/d50 (ratio of hydraulic radius to mean sediment diameter) to be the most significant and influential parameters for the development of sediment transport equation. © 2019 Akademi Sains Malaysia. Akademi Sains Malaysia 18236782 English Article All Open Access; Gold Open Access |
author |
Ghani N.A.A.A.; Tholibon D.A.; Ariffin J. |
spellingShingle |
Ghani N.A.A.A.; Tholibon D.A.; Ariffin J. Robustness analysis of model parameters for sediment transport equation development |
author_facet |
Ghani N.A.A.A.; Tholibon D.A.; Ariffin J. |
author_sort |
Ghani N.A.A.A.; Tholibon D.A.; Ariffin J. |
title |
Robustness analysis of model parameters for sediment transport equation development |
title_short |
Robustness analysis of model parameters for sediment transport equation development |
title_full |
Robustness analysis of model parameters for sediment transport equation development |
title_fullStr |
Robustness analysis of model parameters for sediment transport equation development |
title_full_unstemmed |
Robustness analysis of model parameters for sediment transport equation development |
title_sort |
Robustness analysis of model parameters for sediment transport equation development |
publishDate |
2019 |
container_title |
ASM Science Journal |
container_volume |
12 |
container_issue |
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doi_str_mv |
10.32802/asmscj.2019.268 |
url |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072191517&doi=10.32802%2fasmscj.2019.268&partnerID=40&md5=91ce26f3813265bdb2b1851703be65c4 |
description |
Robustness analysis of model parameters for sediment transport equation development is carried out using 256 hydraulics and sediment data from twelve Malaysian rivers. The model parameters used in the analyses include parameters in equations by Ackers-White, Brownlie, Engelund-Hansen, Graf, Molinas-Wu, Karim-Kennedy, Yang, Ariffin and Sinnakaudan. Seven parameters in five parameter classes were initially tested. Robustness of the model parameters was measured on the statistical relations through Evolutionary Polynomial Regression (EPR) technique and further examined using the discrepancy ratio of the predicted versus the measured values. Results from analyses suggest U*/V (ratio of shear velocity to flow velocity) and R/d50 (ratio of hydraulic radius to mean sediment diameter) to be the most significant and influential parameters for the development of sediment transport equation. © 2019 Akademi Sains Malaysia. |
publisher |
Akademi Sains Malaysia |
issn |
18236782 |
language |
English |
format |
Article |
accesstype |
All Open Access; Gold Open Access |
record_format |
scopus |
collection |
Scopus |
_version_ |
1809677905653923840 |