OOIR: Observatory of International Research

Papers

(The TQCC of Nonlinear Processes in Geophysics is 4. 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 2020-05-01 to 2024-05-01.)

Article	Citations
Data-driven predictions of a multiscale Lorenz 96 chaotic system using machine-learning methods: reservoir computing, artificial neural network, and long short-term memory network	106
From research to applications – examples of operational ensemble post-processing in France using machine learning	17
Training a convolutional neural network to conserve mass in data assimilation	16
Recurrence analysis of extreme event-like data	15
Statistical postprocessing of ensemble forecasts for severe weather at Deutscher Wetterdienst	15
Simulation-based comparison of multivariate ensemble post-processing methods	13
Integrated hydrodynamic and machine learning models for compound flooding prediction in a data-scarce estuarine delta	11
Enhanced internal tidal mixing in the Philippine Sea mesoscale environment	8
A methodology to obtain model-error covariances due to the discretization scheme from the parametric Kalman filter perspective	7
Effects of upwelling duration and phytoplankton growth regime on dissolved-oxygen levels in an idealized Iberian Peninsula upwelling system	7
Lévy noise versus Gaussian-noise-induced transitions in the Ghil–Sellers energy balance model	7
How many modes are needed to predict climate bifurcations? Lessons from an experiment	7
Review article: Hilbert problems for the climate sciences in the 21st century – 20 years later	7
Producing realistic climate data with generative adversarial networks	7
Comparing estimation techniques for temporal scaling in palaeoclimate time series	6
Magnetospheric chaos and dynamical complexity response during storm time disturbance	6
Identification of linear response functions from arbitrary perturbation experiments in the presence of noise – Part 1: Method development and toy model demonstration	6
Fractional relaxation noises, motions and the fractional energy balance equation	6
Ordering of trajectories reveals hierarchical finite-time coherent sets in Lagrangian particle data: detecting Agulhas rings in the South Atlantic Ocean	6
Enhanced diapycnal mixing with polarity-reversing internal solitary waves revealed by seismic reflection data	6
Size distribution law of earthquake-triggered landslides in different seismic intensity zones	6
Detecting flow features in scarce trajectory data using networks derived from symbolic itineraries: an application to surface drifters in the North Atlantic	5
Calibrated ensemble forecasts of the height of new snow using quantile regression forests and ensemble model output statistics	5
A range of outcomes: the combined effects of internal variability and anthropogenic forcing on regional climate trends over Europe	5
Predicting sea surface temperatures with coupled reservoir computers	5

Extracting statistically significant eddy signals from large Lagrangian datasets using wavelet ridge analysis, with application to the Gulf of Mexico	5
Correcting for model changes in statistical postprocessing – an approach based on response theory	4
Non-linear hydrologic organization	4
Reduced non-Gaussianity by 30 s rapid update in convective-scale numerical weather prediction	4
Ensemble-based statistical interpolation with Gaussian anamorphosis for the spatial analysis of precipitation	4
Ensemble Riemannian data assimilation over the Wasserstein space	4
Identification of linear response functions from arbitrary perturbation experiments in the presence of noise – Part 2: Application to the land carbon cycle in the MPI Earth System Model	4
Application of Lévy processes in modelling (geodetic) time series with mixed spectra	4
Review article: Scaling, dynamical regimes, and stratification. How long does weather last? How big is a cloud?	4
The effect of strong shear on internal solitary-like waves	4
Anthropocene climate bifurcation	4