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 2020-11-01 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
Enhanced diapycnal mixing with polarity-reversing internal solitary waves revealed by seismic reflection data	9
Lévy noise versus Gaussian-noise-induced transitions in the Ghil–Sellers energy balance model	9
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
A range of outcomes: the combined effects of internal variability and anthropogenic forcing on regional climate trends over Europe	8
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
How many modes are needed to predict climate bifurcations? Lessons from an experiment	7
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
Ordering of trajectories reveals hierarchical finite-time coherent sets in Lagrangian particle data: detecting Agulhas rings in the South Atlantic Ocean	6
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
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
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
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
Multivariate localization functions for strongly coupled data assimilation in the bivariate Lorenz 96 system	3
Estimate of energy loss from internal solitary waves breaking on slopes	3
Exploring meteorological droughts' spatial patterns across Europe through complex network theory	3
Effects of rotation and topography on internal solitary waves governed by the rotating Gardner equation	3
On parameter bias in earthquake sequence models using data assimilation	3
Phytoplankton retention mechanisms in estuaries: a case study of the Elbe estuary	3
Observations of shoaling internal wave transformation over a gentle slope in the South China Sea	2
Characteristics of intrinsic non-stationarity and its effect on eddy-covariance measurements of CO<sub>2</sub> fluxes	2
Inferring the instability of a dynamical system from the skill of data assimilation exercises	2
Toward a multivariate formulation of the parametric Kalman filter assimilation: application to a simplified chemical transport model	2
Control simulation experiments of extreme events with the Lorenz-96 model	2
A study of capturing Atlantic meridional overturning circulation (AMOC) regime transition through observation-constrained model parameters	2
Review article: Towards strongly coupled ensemble data assimilation with additional improvements from machine learning	2
Data-driven reconstruction of partially observed dynamical systems	2
Ensemble Riemannian data assimilation: towards large-scale dynamical systems	2
The blessing of dimensionality for the analysis of climate data	2
Review article: Large fluctuations in non-equilibrium physics	2
Behavior of the iterative ensemble-based variational method in nonlinear problems	2
Enhancing geophysical flow machine learning performance via scale separation	2
Applying dynamical systems techniques to real ocean drifters	2
Downscaling of surface wind forecasts using convolutional neural networks	1
Stieltjes functions and spectral analysis in the physics of sea ice	1
Physically constrained covariance inflation from location uncertainty	1
Applying prior correlations for ensemble-based spatial localization	1
Identification of droughts and heatwaves in Germany with regional climate networks	1
Brief communication: Climate science as a social process – history, climatic determinism, Mertonian norms and post-normality	1
Rain process models and convergence to point processes	1
Superstatistical analysis of sea surface currents in the Gulf of Trieste, measured by high-frequency radar, and its relation to wind regimes using the maximum-entropy principle	1
A stochastic covariance shrinkage approach to particle rejuvenation in the ensemble transform particle filter	1
Fast hybrid tempered ensemble transform filter formulation for Bayesian elliptical problems via Sinkhorn approximation	1
A two-fold deep-learning strategy to correct and downscale winds over mountains	1
Weather pattern dynamics over western Europe under climate change: predictability, information entropy and production	1
A waveform skewness index for measuring time series nonlinearity and its applications to the ENSO–Indian monsoon relationship	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
Regional study of mode-2 internal solitary waves at the Pacific coast of Central America using marine seismic survey data	1
An adjoint-free algorithm for conditional nonlinear optimal perturbations (CNOPs) via sampling	1
Using a hybrid optimal interpolation–ensemble Kalman filter for the Canadian Precipitation Analysis	1
Improvements to the use of the Trajectory-Adaptive Multilevel Sampling algorithm for the study of rare events	1

An early warning sign of critical transition in the Antarctic ice sheet – a data-driven tool for a spatiotemporal tipping point	1
Reducing manipulations in a control simulation experiment based on instability vectors with the Lorenz-63 model	1
Using neural networks to improve simulations in the gray zone	1
Improving the potential accuracy and usability of EURO-CORDEX estimates of future rainfall climate using frequentist model averaging	1
An approach for constraining mantle viscosities through assimilation of palaeo sea level data into a glacial isostatic adjustment model	1