Nonlinear Processes in Geophysics

Papers
(The H4-Index of Nonlinear Processes in Geophysics is 9. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)
ArticleCitations
Data-driven predictions of a multiscale Lorenz 96 chaotic system using machine-learning methods: reservoir computing, artificial neural network, and long short-term memory network103
Baroclinic and barotropic instabilities in planetary atmospheres: energetics, equilibration and adjustment16
From research to applications – examples of operational ensemble post-processing in France using machine learning16
Recurrence analysis of extreme event-like data15
Statistical postprocessing of ensemble forecasts for severe weather at Deutscher Wetterdienst14
Training a convolutional neural network to conserve mass in data assimilation14
Data-driven versus self-similar parameterizations for stochastic advection by Lie transport and location uncertainty14
Simulation-based comparison of multivariate ensemble post-processing methods13
Integrated hydrodynamic and machine learning models for compound flooding prediction in a data-scarce estuarine delta9
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