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 2020-11-01 to 2024-11-01.)

Article	Citations
Training a convolutional neural network to conserve mass in data assimilation	20
Recurrence analysis of extreme event-like data	15
Integrated hydrodynamic and machine learning models for compound flooding prediction in a data-scarce estuarine delta	14
Producing realistic climate data with generative adversarial networks	10
Lévy noise versus Gaussian-noise-induced transitions in the Ghil–Sellers energy balance model	9
Enhanced diapycnal mixing with polarity-reversing internal solitary waves revealed by seismic reflection data	9
A range of outcomes: the combined effects of internal variability and anthropogenic forcing on regional climate trends over Europe	8
Comparing estimation techniques for temporal scaling in palaeoclimate time series	8
Identification of linear response functions from arbitrary perturbation experiments in the presence of noise – Part 1: Method development and toy model demonstration	8
Enhanced internal tidal mixing in the Philippine Sea mesoscale environment	8
Size distribution law of earthquake-triggered landslides in different seismic intensity zones	8
How many modes are needed to predict climate bifurcations? Lessons from an experiment	7
A methodology to obtain model-error covariances due to the discretization scheme from the parametric Kalman filter perspective	7
Fractional relaxation noises, motions and the fractional energy balance equation	7
Ordering of trajectories reveals hierarchical finite-time coherent sets in Lagrangian particle data: detecting Agulhas rings in the South Atlantic Ocean	6
Magnetospheric chaos and dynamical complexity response during storm time disturbance	6
Review article: Scaling, dynamical regimes, and stratification. How long does weather last? How big is a cloud?	6
Ensemble Riemannian data assimilation over the Wasserstein space	5
Non-linear hydrologic organization	5
Rate-induced tipping in ecosystems and climate: the role of unstable states, basin boundaries and transient dynamics	5
Calibrated ensemble forecasts of the height of new snow using quantile regression forests and ensemble model output statistics	5
Detecting flow features in scarce trajectory data using networks derived from symbolic itineraries: an application to surface drifters in the North Atlantic	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
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

Empirical adaptive wavelet decomposition (EAWD): an adaptive decomposition for the variability analysis of observation time series in atmospheric science	4
On the interaction of stochastic forcing and regime dynamics	4
Application of Lévy processes in modelling (geodetic) time series with mixed spectra	4
Ensemble-based statistical interpolation with Gaussian anamorphosis for the spatial analysis of precipitation	4
Extraction of periodic signals in Global Navigation Satellite System (GNSS) vertical coordinate time series using the adaptive ensemble empirical modal decomposition method	4
Reduced non-Gaussianity by 30 s rapid update in convective-scale numerical weather prediction	4
A comparison of two causal methods in the context of climate analyses	4
Data-driven methods to estimate the committor function in conceptual ocean models	4
Review article: Dynamical systems, algebraic topology and the climate sciences	4
Control simulation experiment with Lorenz's butterfly attractor	4
The effect of strong shear on internal solitary-like waves	4