Extended Einstein's parameters to include vegetation in existing bedload predictors

•There is a lack of reliable methods for bedload estimation in vegetated channels.•Existing methods based on bed-roughness correction usually yield overestimations.•An extension to Einstein's transport parameters is proposed to include plant properties.•The resulting approach is valid in settings with emergent and submerged vegetation.