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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Published in:ASM Science Journal
Main Author: Ghani N.A.A.A.; Tholibon D.A.; Ariffin J.
Format: Article
Language:English
Published: Akademi Sains Malaysia 2019
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072191517&doi=10.32802%2fasmscj.2019.268&partnerID=40&md5=91ce26f3813265bdb2b1851703be65c4
id 2-s2.0-85072191517
spelling 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
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
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