2021
DOI: 10.3390/w13202817
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Extending the Applicability of the Meyer–Peter and Müller Bed Load Transport Formula

Abstract: The present paper deals with the applicability of the Meyer–Peter and Müller (MPM) bed load transport formula. The performance of the formula is examined on data collected in a particular location of Nestos River in Thrace, Greece, in comparison to a proposed Εnhanced MPM (EMPM) formula and to two typical machine learning methods, namely Random Forests (RF) and Gaussian Processes Regression (GPR). The EMPM contains new adjustment parameters allowing calibration. The EMPM clearly outperforms MPM and, also, it t… Show more

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Cited by 3 publications
(1 citation statement)
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“…Bed load transport in the channel may be calculated based on grain size, flow rate, channel dimensions and slope. In this term, the Meyer‐Peter and Müller equation (USDA – United States Department of Agriculture, Soil Conservation Service, 1983) was one of the earliest and is still one of the most commonly used (Sidiropoulos et al, 2021).…”
Section: Introductionmentioning
confidence: 99%
“…Bed load transport in the channel may be calculated based on grain size, flow rate, channel dimensions and slope. In this term, the Meyer‐Peter and Müller equation (USDA – United States Department of Agriculture, Soil Conservation Service, 1983) was one of the earliest and is still one of the most commonly used (Sidiropoulos et al, 2021).…”
Section: Introductionmentioning
confidence: 99%