OOIR: Observatory of International Research

Papers

(The median citation count of Nonlinear Processes in Geophysics is 1. 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.)

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	103
Baroclinic and barotropic instabilities in planetary atmospheres: energetics, equilibration and adjustment	16
From research to applications – examples of operational ensemble post-processing in France using machine learning	16
Recurrence analysis of extreme event-like data	15
Statistical postprocessing of ensemble forecasts for severe weather at Deutscher Wetterdienst	14
Training a convolutional neural network to conserve mass in data assimilation	14
Data-driven versus self-similar parameterizations for stochastic advection by Lie transport and location uncertainty	14
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	9
Enhanced internal tidal mixing in the Philippine Sea mesoscale environment	8
Review article: Hilbert problems for the climate sciences in the 21st century – 20 years later	7
A methodology to obtain model-error covariances due to the discretization scheme from the parametric Kalman filter perspective	7
Lévy noise versus Gaussian-noise-induced transitions in the Ghil–Sellers energy balance model	7
Enhanced diapycnal mixing with polarity-reversing internal solitary waves revealed by seismic reflection data	6
Producing realistic climate data with generative adversarial networks	6
Detecting dynamical anomalies in time series from different palaeoclimate proxy archives using windowed recurrence network analysis	6
Effects of upwelling duration and phytoplankton growth regime on dissolved-oxygen levels in an idealized Iberian Peninsula upwelling system	6
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	5
Comparing estimation techniques for temporal scaling in palaeoclimate time series	5
Detecting flow features in scarce trajectory data using networks derived from symbolic itineraries: an application to surface drifters in the North Atlantic	5
Identification of linear response functions from arbitrary perturbation experiments in the presence of noise – Part 1: Method development and toy model demonstration	5
Predicting sea surface temperatures with coupled reservoir computers	5
How many modes are needed to predict climate bifurcations? Lessons from an experiment	5
Size distribution law of earthquake-triggered landslides in different seismic intensity zones	5

Study of the fractality in a magnetohydrodynamic shell model forced by solar wind fluctuations	5
Calibrated ensemble forecasts of the height of new snow using quantile regression forests and ensemble model output statistics	5
Fractional relaxation noises, motions and the fractional energy balance equation	4
Vertical profiles of wind gust statistics from a regional reanalysis using multivariate extreme value theory	4
The effect of strong shear on internal solitary-like waves	4
Anthropocene climate bifurcation	4
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
A range of outcomes: the combined effects of internal variability and anthropogenic forcing on regional climate trends over Europe	4
Application of Lévy processes in modelling (geodetic) time series with mixed spectra	4
Empirical adaptive wavelet decomposition (EAWD): an adaptive decomposition for the variability analysis of observation time series in atmospheric science	3
Control simulation experiment with Lorenz's butterfly attractor	3
Extracting statistically significant eddy signals from large Lagrangian datasets using wavelet ridge analysis, with application to the Gulf of Mexico	3
Characteristics of intrinsic non-stationarity and its effect on eddy-covariance measurements of CO<sub>2</sub> fluxes	2
On the interaction of stochastic forcing and regime dynamics	2
Effects of rotation and topography on internal solitary waves governed by the rotating Gardner equation	2
Nonlinear vortex solution for perturbations in the Earth's ionosphere	2
Behavior of the iterative ensemble-based variational method in nonlinear problems	2
On parameter bias in earthquake sequence models using data assimilation	2
Multivariate localization functions for strongly coupled data assimilation in the bivariate Lorenz 96 system	2
Enhancing geophysical flow machine learning performance via scale separation	2
Applying dynamical systems techniques to real ocean drifters	2
A study of capturing Atlantic meridional overturning circulation (AMOC) regime transition through observation-constrained model parameters	2
Inferring the instability of a dynamical system from the skill of data assimilation exercises	2
Beyond univariate calibration: verifying spatial structure in ensembles of forecast fields	2
Approximate multifractal correlation and products of universal multifractal fields, with application to rainfall data	2
Toward a multivariate formulation of the parametric Kalman filter assimilation: application to a simplified chemical transport model	2
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	2
A method for predicting the uncompleted climate transition process	2
Observations of shoaling internal wave transformation over a gentle slope in the South China Sea	1
Using a hybrid optimal interpolation–ensemble Kalman filter for the Canadian Precipitation Analysis	1
Exploring meteorological droughts' spatial patterns across Europe through complex network theory	1
A waveform skewness index for measuring time series nonlinearity and its applications to the ENSO–Indian monsoon relationship	1
Brief communication: Residence time of energy in the atmosphere	1
Improving the potential accuracy and usability of EURO-CORDEX estimates of future rainfall climate using frequentist model averaging	1
Control simulation experiments of extreme events with the Lorenz-96 model	1
Estimate of energy loss from internal solitary waves breaking on slopes	1
The blessing of dimensionality for the analysis of climate data	1
Physically constrained covariance inflation from location uncertainty	1
Applying prior correlations for ensemble-based spatial localization	1
Review article: Scaling, dynamical regimes, and stratification. How long does weather last? How big is a cloud?	1
An approach for projecting the timing of abrupt winter Arctic sea ice loss	1
An enhanced correlation identification algorithm and its application on spread spectrum induced polarization data	1
Simulating model uncertainty of subgrid-scale processes by sampling model errors at convective scales	1
Review article: Dynamical systems, algebraic topology and the climate sciences	1
Fast hybrid tempered ensemble transform filter formulation for Bayesian elliptical problems via Sinkhorn approximation	1
Improvements to the use of the Trajectory-Adaptive Multilevel Sampling algorithm for the study of rare events	1

Seismic section image detail enhancement method based on bilateral texture filtering and adaptive enhancement of texture details	1
Identification of droughts and heatwaves in Germany with regional climate networks	1
Rain process models and convergence to point processes	1
Ensemble Riemannian data assimilation: towards large-scale dynamical systems	1
Data-driven methods to estimate the committor function in conceptual ocean models	1