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 2021-06-01 to 2025-06-01.)

Article	Citations
Data-driven methods to estimate the committor function in conceptual ocean models	24
Estimate of energy loss from internal solitary waves breaking on slopes	22
Improving the potential accuracy and usability of EURO-CORDEX estimates of future rainfall climate using frequentist model averaging	16
Solving a North-type energy balance model using boundary integral methods	16
Applying dynamical systems techniques to real ocean drifters	15
Characterisation of Dansgaard–Oeschger events in palaeoclimate time series using the matrix profile method	10
How far can the statistical error estimation problem be closed by collocated data?	10
How many modes are needed to predict climate bifurcations? Lessons from an experiment	10
Reducing manipulations in a control simulation experiment based on instability vectors with the Lorenz-63 model	10
Rate-induced tipping in ecosystems and climate: the role of unstable states, basin boundaries and transient dynamics	9
An approach for projecting the timing of abrupt winter Arctic sea ice loss	9
Guidance on how to improve vertical covariance localization based on a 1000-member ensemble	9
Empirical adaptive wavelet decomposition (EAWD): an adaptive decomposition for the variability analysis of observation time series in atmospheric science	8
A two-fold deep-learning strategy to correct and downscale winds over mountains	8
Review article: Large fluctuations in non-equilibrium physics	8
The impact of entrained air on ocean waves	7
Regional study of mode-2 internal solitary waves at the Pacific coast of Central America using marine seismic survey data	7
Multifractal structure and Gutenberg–Richter parameter associated with volcanic emissions of high energy in Colima, Mexico (years 2013–2015)	7
Reduced non-Gaussianity by 30 s rapid update in convective-scale numerical weather prediction	7
Leading the Lorenz 63 system toward the prescribed regime by model predictive control coupled with data assimilation	7
Observations of shoaling internal wave transformation over a gentle slope in the South China Sea	7
Assessing Lagrangian coherence in atmospheric blocking	7
A comparison of two nonlinear data assimilation methods	6
Energy transfer from internal solitary waves to turbulence via high-frequency internal waves: seismic observations in the northern South China Sea	6
Comparative study of strongly and weakly coupled data assimilation with a global land–atmosphere coupled model	6

The effect of strong shear on internal solitary-like waves	5
Toward a multivariate formulation of the parametric Kalman filter assimilation: application to a simplified chemical transport model	5
Rain process models and convergence to point processes	5
An approach for constraining mantle viscosities through assimilation of palaeo sea level data into a glacial isostatic adjustment model	5
Robust weather-adaptive post-processing using model output statistics random forests	4
Existence and influence of mixed states in a model of vegetation patterns	4
Review article: Scaling, dynamical regimes, and stratification. How long does weather last? How big is a cloud?	4
Fractal analysis of geomagnetic data to decipher pre-earthquake processes in the Andaman–Nicobar region, India	4
NORAD tracking of the 2022 February Starlink satellites and the immediate loss of 32 satellites	4
Bridging classical data assimilation and optimal transport: the 3D-Var case	4
Weather pattern dynamics over western Europe under climate change: predictability, information entropy and production	4
A quest for precipitation attractors in weather radar archives	4
Exploring meteorological droughts' spatial patterns across Europe through complex network theory	3
Transformation of internal solitary waves at the edge of ice cover	3
Uncertainties, complexities and possible forecasting of Volcán de Colima energy emissions (Mexico, years 2013–2015) based on a fractal reconstruction theorem	3
Characteristics of intrinsic non-stationarity and its effect on eddy-covariance measurements of CO₂ fluxes	3
Integrated hydrodynamic and machine learning models for compound flooding prediction in a data-scarce estuarine delta	3
Multifractal analysis of wind turbine power and rainfall from an operational wind farm – Part 1: Wind turbine power and the associated biases	3
Statistical and neural network assessment of the climatology of fog and mist at Pula Airport in Croatia	3
Quantum data assimilation: a new approach to solving data assimilation on quantum annealers	3
Fractional relaxation noises, motions and the fractional energy balance equation	3
Review article: Dynamical systems, algebraic topology and the climate sciences	2
Variational techniques for a one-dimensional energy balance model	2
On the interaction of stochastic forcing and regime dynamics	2
Applying prior correlations for ensemble-based spatial localization	2
Predicting sea surface temperatures with coupled reservoir computers	2
Scaling and intermittent properties of oceanic and atmospheric pCO₂ time series and their difference in a turbulence framework	2
Using orthogonal vectors to improve the ensemble space of the ensemble Kalman filter and its effect on data assimilation and forecasting	2
Direct Bayesian model reduction of smaller scale convective activity conditioned on large-scale dynamics	2
A robust numerical method for the generation and propagation of periodic finite-amplitude internal waves in natural waters using high-accuracy simulations	2
Non-linear hydrologic organization	2
Producing realistic climate data with generative adversarial networks	2
Enhanced diapycnal mixing with polarity-reversing internal solitary waves revealed by seismic reflection data	2
A new approach to understanding fluid mixing in process-study models of stratified fluids	2
Calibrated ensemble forecasts of the height of new snow using quantile regression forests and ensemble model output statistics	2
Data-driven reconstruction of partially observed dynamical systems	1
The sampling method for optimal precursors of El Niño–Southern Oscillation events	1
Ensemble Riemannian data assimilation: towards large-scale dynamical systems	1
Electron holes in a regularized kappa background	1
Climate bifurcations in a Schwarzschild equation model of the Arctic atmosphere	1
Control simulation experiments of extreme events with the Lorenz-96 model	1
Quantification of magnetosphere–ionosphere coupling timescales using mutual information: response of terrestrial radio emissions and ionospheric–magnetospheric currents	1
Empirical evidence of a fluctuation theorem for the wind mechanical power input into the ocean	1
Review article: Towards strongly coupled ensemble data assimilation with additional improvements from machine learning	1
Physically constrained covariance inflation from location uncertainty	1
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	1
On dissipation timescales of the basic second-order moments: the effect on the energy and flux budget (EFB) turbulence closure for stably stratified turbulence	1
Extraction of periodic signals in Global Navigation Satellite System (GNSS) vertical coordinate time series using the adaptive ensemble empirical modal decomposition method	1
Dynamic–statistic combined ensemble prediction and impact factors of China's summer precipitation	1
Selecting and weighting dynamical models using data-driven approaches	1

The role of time-varying external factors in the intensification of tropical cyclones	1
Inferring the instability of a dynamical system from the skill of data assimilation exercises	1
Learning extreme vegetation response to climate drivers with recurrent neural networks	1
Sensitivity of the polar boundary layer to transient phenomena	1
Multifractal analysis of wind turbine power and rainfall from an operational wind farm – Part 2: Joint analysis of available wind power and rain intensity	1
A study of capturing Atlantic meridional overturning circulation (AMOC) regime transition through observation-constrained model parameters	1
Modelling of the terrain effect in magnetotelluric data from the Garhwal Himalaya region	1
Aggregation of slightly buoyant microplastics in 3D vortex flows	1
On parameter bias in earthquake sequence models using data assimilation	1