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Extending the Applicability of the Meyer–Peter and Müller Bed Load Transport Formula
2021
Water
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
doi:10.3390/w13202817
fatcat:c2t5qgsqincjnco3rmjmpjmhtq