Can I read Deep Learning for Rainfall-Runoff Uncertainty on EtoBox?
Deep Learning for Rainfall-Runoff Uncertainty by Mi Barrios is a document available to read on EtoBox.
What is Deep Learning for Rainfall-Runoff Uncertainty about?
This document discusses the use of deep learning for uncertainty estimation in rainfall-runoff modeling, highlighting the importance of incorporating uncertainty into hydrological predictions. The authors propose a benchmarking procedure for evaluating various deep learning methods, demonstrating that accurate uncertainty predictions can be achieved with approaches like mixture density networks and Monte Carlo dropout. The study utilizes the CAMELS dataset to establish a framework for community-based benchm
- Author
- Mi Barrios
- Language
- EN