prediction of sedigraphs and hydrographs from other predictors using RF / QRF
prediction of sedigraphs and hydrographs from other predictors using Random Forest and Quantile Regression Forest.
References:
Francke, T., López‐Tarazón, J. A., and Schröder, B.: Estimation of suspended sediment concentration and yield using linear models, random forests and quantile regression forests, Hydrol. Process., 22, 4892–4904, https://doi.org/10.1002/hyp.7110, 2008a.
Zimmermann, A., Francke, T., and Elsenbeer, H.: Forests and erosion: Insights from a study of suspended-sediment dynamics in an overland flow-prone rainforest catchment, J. Hydrol., 428–429, 170–181, https://doi.org/10.1016/j.jhydrol.2012.01.039, 2012.