Limiting behavior of the probability distribution in Einstein's bed-load formula and its improvement

The bed-load transport rates predicted using Einstein's formula in the low and high transport regimes deviate from the experimental data. The deviation, which becomes significant when the transport rate is extremely low or high, may be solely attributed to the folded Gaussian distribution assum...

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Main Authors: Wu, Haoliang, Cheng, Nian-Sheng, Chiew, Yee-Meng
Other Authors: School of Civil and Environmental Engineering
Format: Article
Language:English
Published: 2021
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Online Access:https://hdl.handle.net/10356/153676
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1536762021-12-13T07:08:19Z Limiting behavior of the probability distribution in Einstein's bed-load formula and its improvement Wu, Haoliang Cheng, Nian-Sheng Chiew, Yee-Meng School of Civil and Environmental Engineering Engineering::Civil engineering Bed-Load Transport Einstein's Model The bed-load transport rates predicted using Einstein's formula in the low and high transport regimes deviate from the experimental data. The deviation, which becomes significant when the transport rate is extremely low or high, may be solely attributed to the folded Gaussian distribution assumed by Einstein. The trends of an Einstein-type formula at the limits can be separately determined by considering the limiting behavior of the embedded probability distribution, which facilitates the derivation of a formula that best fits the bed-load data. By applying a Gamma distribution with the shape parameter equal to 3/2, a modified Einstein's formula is successfully applied to the low and high transport regimes. Nanyang Technological University Published version The first author would gratefully acknowledge the financial support from the NTU Research Scholarship. The authors would also gratefully acknowl-edge the financial support from the National Natural Science Foundation of China (Grant No. 51979242), 2021-12-13T07:08:19Z 2021-12-13T07:08:19Z 2021 Journal Article Wu, H., Cheng, N. & Chiew, Y. (2021). Limiting behavior of the probability distribution in Einstein's bed-load formula and its improvement. Water Resources Research, 57(10), e2020WR028900-. https://dx.doi.org/10.1029/2020WR028900 0043-1397 https://hdl.handle.net/10356/153676 10.1029/2020WR028900 2-s2.0-85118251292 10 57 e2020WR028900 en Water Resources Research © 2021 American Geophysical Union. All Rights Reserved. This paper was published in Water Resources Research and is made available with permission of American Geophysical Union. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Civil engineering
Bed-Load Transport
Einstein's Model
spellingShingle Engineering::Civil engineering
Bed-Load Transport
Einstein's Model
Wu, Haoliang
Cheng, Nian-Sheng
Chiew, Yee-Meng
Limiting behavior of the probability distribution in Einstein's bed-load formula and its improvement
description The bed-load transport rates predicted using Einstein's formula in the low and high transport regimes deviate from the experimental data. The deviation, which becomes significant when the transport rate is extremely low or high, may be solely attributed to the folded Gaussian distribution assumed by Einstein. The trends of an Einstein-type formula at the limits can be separately determined by considering the limiting behavior of the embedded probability distribution, which facilitates the derivation of a formula that best fits the bed-load data. By applying a Gamma distribution with the shape parameter equal to 3/2, a modified Einstein's formula is successfully applied to the low and high transport regimes.
author2 School of Civil and Environmental Engineering
author_facet School of Civil and Environmental Engineering
Wu, Haoliang
Cheng, Nian-Sheng
Chiew, Yee-Meng
format Article
author Wu, Haoliang
Cheng, Nian-Sheng
Chiew, Yee-Meng
author_sort Wu, Haoliang
title Limiting behavior of the probability distribution in Einstein's bed-load formula and its improvement
title_short Limiting behavior of the probability distribution in Einstein's bed-load formula and its improvement
title_full Limiting behavior of the probability distribution in Einstein's bed-load formula and its improvement
title_fullStr Limiting behavior of the probability distribution in Einstein's bed-load formula and its improvement
title_full_unstemmed Limiting behavior of the probability distribution in Einstein's bed-load formula and its improvement
title_sort limiting behavior of the probability distribution in einstein's bed-load formula and its improvement
publishDate 2021
url https://hdl.handle.net/10356/153676
_version_ 1720447112762621952