Hybrid Neural Network - Variational Data Assimilation algorithm to infer river discharges from SWOT-like data - LARNIER, Kevin; MONNIER, Jérôme (Computational geosciences, 2023)
Keywords: Algorithms; Artificial neural networks; Bathymeters; Bathymetry; Bias; Coefficient of friction; Computer Science; Data assimilation; Data collection; Drainage area; Earth and Environmental Science; Earth Sciences; Environment and Society; Environmental Sciences; Estimation; Geotechnical Engineering & Applied Earth Sciences; Hydrogeology; Ill posed problems; Inverse problems; Inversions; Iterative methods; Machine learning; Mathematical analysis; Mathematical Modeling and Industrial Mathematics; Mathematics; Modeling and Simulation; Neural and Evolutionary Computing; Neural networks; Observational learning; Optimization and Control; Original Paper; Rivers; Scaling; Soil Science & Conservation; Temporal variations; Water discharge; Datasets; SWOT mission; Inference; Bathymetry; Neural network; Rivers; Altimetry; Discharge; Data assimilation; rivers; inference; discharge; bathymetry; datasets; neural network; Variational data assimilation; altimetry