Which one is more important in daily runoff forecasting using data driven models: Input data, model type, preprocessing or data length?
Author:
Publisher
Elsevier BV
Subject
General Medicine
Reference64 articles.
1. Complete ensemble empirical mode decomposition hybridized with random forest and kernel ridge regression model for monthly rainfall forecasts;Ali;J. Hydrol.,2020
2. Optimization of mortars containing steel scale using Taguchi based grey relational analysis method;Arıcı;Constr. Build. Mater.,2019
3. Grey based Taguchi optimization for multi-lobe bearing;Avikal;Mater. Today:. Proc.,2020
4. Data-driven rainfall/runoff modelling based on a neuro-fuzzy inference system;Bartoletti;Environ. Modell. Software,2018
5. Effect of data length on rainfall–runoff modelling;Boughton;Environ. Modell. Software,2007
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