EDITORIAL
Published on 01 Jun 2023
Editorial: Data-driven machine learning for advancing hydrological and hydraulic predictability
doi 10.3389/frwa.2023.1215966
- 1,861 views
- Frontiers in Water
- Water and Artificial Intelligence
- Research Topics
- Data-driven Machine Learning for Advancing Hydrological and Hydraulic Predictability
Data-driven Machine Learning for Advancing Hydrological and Hydraulic Predictability
2,505
Total downloads
14k
Total views and downloads
Articles
ORIGINAL RESEARCH
Published on 21 Apr 2023
Uncertainty quantification of machine learning models to improve streamflow prediction under changing climate and environmental conditions
doi 10.3389/frwa.2023.1150126
- 3,962 views
- 9 citations
ORIGINAL RESEARCH
Published on 21 Mar 2023
Simulating hydrological extremes for different warming levels–combining large scale climate ensembles with local observation based machine learning models
doi 10.3389/frwa.2023.1108108
- 1,651 views
- 2 citations
ORIGINAL RESEARCH
Published on 14 Mar 2023
Investigation of hydrometeorological influences on reservoir releases using explainable machine learning methods
doi 10.3389/frwa.2023.1112970
- 1,757 views
- 10 citations
ORIGINAL RESEARCH
Published on 14 Mar 2023
Super-resolution and uncertainty estimation from sparse sensors of dynamical physical systems
doi 10.3389/frwa.2023.1137110
- 1,243 views
- 4 citations
