Original Research
Published on 05 Jun 2023
Predicting streamflow with LSTM networks using global datasets
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2023.1166124
- 3,290 views
- 10 citations
Type at least 3 characters
27 articles
Articles
Editorial
Published on 01 Jun 2023
Editorial: Data-driven machine learning for advancing hydrological and hydraulic predictability
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2023.1215966
- 1,954 views
Original Research
Published on 24 May 2023
Deep learning of model- and reanalysis-based precipitation and pressure mismatches over Europe
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2023.1178114
- 2,417 views
- 3 citations
Original Research
Published on 21 Apr 2023
Uncertainty quantification of machine learning models to improve streamflow prediction under changing climate and environmental conditions
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2023.1150126
- 4,064 views
- 8 citations
Original Research
Published on 17 Apr 2023
Short-term runoff forecasting in an alpine catchment with a long short-term memory neural network
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2023.1126310
- 1,847 views
- 2 citations
Original Research
Published on 22 Mar 2023
Hydraulic head change predictions in groundwater models using a probabilistic neural network
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2023.1028922
- 1,543 views
- 1 citation
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
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2023.1108108
- 1,920 views
- 2 citations
Original Research
Published on 14 Mar 2023
Investigation of hydrometeorological influences on reservoir releases using explainable machine learning methods
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2023.1112970
- 1,858 views
- 7 citations
Original Research
Published on 14 Mar 2023
Super-resolution and uncertainty estimation from sparse sensors of dynamical physical systems
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2023.1137110
- 1,458 views
- 2 citations
Original Research
Published on 08 Dec 2022
Seasonal prediction of Horn of Africa long rains using machine learning: The pitfalls of preselecting correlated predictors
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2022.1053020
- 2,329 views
- 8 citations
Original Research
Published on 27 Jun 2022
Interpreting Deep Machine Learning for Streamflow Modeling Across Glacial, Nival, and Pluvial Regimes in Southwestern Canada
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2022.934709
- 4,009 views
- 8 citations