Data assimilation in the geosciences: An overview of methods, issues, and perspectives
Published 2018 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Data assimilation in the geosciences: An overview of methods, issues, and perspectives
Authors
Keywords
-
Journal
Wiley Interdisciplinary Reviews-Climate Change
Volume -, Issue -, Pages e535
Publisher
Wiley
Online
2018-07-09
DOI
10.1002/wcc.535
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Scientific Challenges of Convective-Scale Numerical Weather Prediction
- (2018) Jun-Ichi Yano et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- Analysis of iterative ensemble smoothers for solving inverse problems
- (2018) Geir Evensen COMPUTATIONAL GEOSCIENCES
- Stochastic parameterization identification using ensemble Kalman filtering combined with maximum likelihood methods
- (2018) Manuel Pulido et al. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY
- Online tuning of ocean biogeochemical model parameters using ensemble estimation techniques: Application to a one-dimensional model in the North Atlantic
- (2017) M.E. Gharamti et al. JOURNAL OF MARINE SYSTEMS
- Bayesian model selection for the glacial-interglacial cycle
- (2017) Jake Carson et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS
- Ensemble data assimilation for ocean biogeochemical state and parameter estimation at different sites
- (2017) M.E. Gharamti et al. OCEAN MODELLING
- Uncertainty quantification of pollutant source retrieval: comparison of Bayesian methods with application to the Chernobyl and Fukushima Daiichi accidental releases of radionuclides
- (2017) Y. Liu et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- A review of operational methods of variational and ensemble-variational data assimilation
- (2017) R. N. Bannister QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Estimating model-error covariances in nonlinear state-space models using Kalman smoothing and the expectation-maximization algorithm
- (2017) D. Dreano et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Estimating model evidence using data assimilation
- (2017) A. Carrassi et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Parallelization in the time dimension of four-dimensional variational data assimilation
- (2017) Michael Fisher et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Inflation and localization tests in the development of an ensemble of 4D-ensemble variational assimilations
- (2017) N. E. Bowler et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- On the representation error in data assimilation
- (2017) T. Janjić et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Rank Deficiency of Kalman Error Covariance Matrices in Linear Time-Varying System With Deterministic Evolution
- (2017) Karthik S. Gurumoorthy et al. SIAM JOURNAL ON CONTROL AND OPTIMIZATION
- Four-dimensional ensemble variational data assimilation and the unstable subspace
- (2017) Marc Bocquet et al. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY
- Localizing the Ensemble Kalman Particle Filter
- (2017) Sylvain Robert et al. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY
- Degenerate Kalman Filter Error Covariances and Their Convergence onto the Unstable Subspace
- (2017) Marc Bocquet et al. SIAM-ASA Journal on Uncertainty Quantification
- Nonlinear statistical data assimilation for HVC $$_{\mathrm{RA}}$$ RA neurons in the avian song system
- (2016) Nirag Kadakia et al. BIOLOGICAL CYBERNETICS
- Sources of skill in near-term climate prediction: generating initial conditions
- (2016) A. Carrassi et al. CLIMATE DYNAMICS
- DADA: data assimilation for the detection and attribution of weather and climate-related events
- (2016) A. Hannart et al. CLIMATIC CHANGE
- Assimilating atmospheric observations into the ocean using strongly coupled ensemble data assimilation
- (2016) Travis C. Sluka et al. GEOPHYSICAL RESEARCH LETTERS
- ERA-20C: An Atmospheric Reanalysis of the Twentieth Century
- (2016) Paul Poli et al. JOURNAL OF CLIMATE
- A derivative-free trust region framework for variational data assimilation
- (2016) Elias D. Nino Ruiz et al. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS
- Ensemble–Variational Integrated Localized Data Assimilation
- (2016) Thomas Auligné et al. MONTHLY WEATHER REVIEW
- Statistical Properties of Global Precipitation in the NCEP GFS Model and TMPA Observations for Data Assimilation
- (2016) Guo-Yuan Lien et al. MONTHLY WEATHER REVIEW
- Exploring Practical Estimates of the Ensemble Size Necessary for Particle Filters
- (2016) Laura Slivinski et al. MONTHLY WEATHER REVIEW
- Assimilation of TRMM Multisatellite Precipitation Analysis with a Low-Resolution NCEP Global Forecast System
- (2016) Guo-Yuan Lien et al. MONTHLY WEATHER REVIEW
- Review of the Ensemble Kalman Filter for Atmospheric Data Assimilation
- (2016) P. L. Houtekamer et al. MONTHLY WEATHER REVIEW
- A Localized Particle Filter for High-Dimensional Nonlinear Systems
- (2016) Jonathan Poterjoy MONTHLY WEATHER REVIEW
- Implicit equal-weights particle filter
- (2016) Mengbin Zhu et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Data assimilation by delay-coordinate nudging
- (2016) D. Pazó et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Alleviating the bias induced by the linear analysis update with an isopycnal ocean model
- (2016) Y. Wang et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- On the ensemble Rauch-Tung-Striebel smoother and its equivalence to the ensemble Kalman smoother
- (2016) Patrick Nima Raanes QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Localization and the iterative ensemble Kalman smoother
- (2016) M. Bocquet QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Improving spatial localization in 4DEnVar
- (2016) Gérald Desroziers et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Bayesian estimation of the observation-error covariance matrix in ensemble-based filters
- (2016) Genta Ueno et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Stability of the Kalman filter for continuous time output error systems
- (2016) Boyi Ni et al. SYSTEMS & CONTROL LETTERS
- Flow-dependent assimilation of sea surface temperature in isopycnal coordinates with the Norwegian Climate Prediction Model
- (2016) François Counillon et al. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY
- A Hybrid Ensemble Transform Particle Filter for Nonlinear and Spatially Extended Dynamical Systems
- (2016) Nawinda Chustagulprom et al. SIAM-ASA Journal on Uncertainty Quantification
- Experiences in multiyear combined state–parameter estimation with an ecosystem model of the North Atlantic and Arctic Oceans using the Ensemble Kalman Filter
- (2015) Ehouarn Simon et al. JOURNAL OF MARINE SYSTEMS
- Extending the Square Root Method to Account for Additive Forecast Noise in Ensemble Methods
- (2015) Patrick Nima Raanes et al. MONTHLY WEATHER REVIEW
- Two-Stage Filtering for Joint State-Parameter Estimation
- (2015) Naratip Santitissadeekorn et al. MONTHLY WEATHER REVIEW
- Systematic Comparison of Four-Dimensional Data Assimilation Methods With and Without the Tangent Linear Model Using Hybrid Background Error Covariance: E4DVar versus 4DEnVar
- (2015) Jonathan Poterjoy et al. MONTHLY WEATHER REVIEW
- Linking the Anomaly Initialization Approach to the Mapping Paradigm: A Proof-of-Concept Study
- (2015) Robin J. T. Weber et al. MONTHLY WEATHER REVIEW
- A Hybrid Particle–Ensemble Kalman Filter for Lagrangian Data Assimilation
- (2015) Laura Slivinski et al. MONTHLY WEATHER REVIEW
- Mitigating Observation Perturbation Sampling Errors in the Stochastic EnKF
- (2015) I. Hoteit et al. MONTHLY WEATHER REVIEW
- Strongly Coupled Data Assimilation Using Leading Averaged Coupled Covariance (LACC). Part I: Simple Model Study*
- (2015) Feiyu Lu et al. MONTHLY WEATHER REVIEW
- Implementation of Deterministic Weather Forecasting Systems Based on Ensemble–Variational Data Assimilation at Environment Canada. Part I: The Global System
- (2015) Mark Buehner et al. MONTHLY WEATHER REVIEW
- Comparison of Hybrid-4DEnVar and Hybrid-4DVar Data Assimilation Methods for Global NWP
- (2015) Andrew C. Lorenc et al. MONTHLY WEATHER REVIEW
- An OSSE-Based Evaluation of Hybrid Variational–Ensemble Data Assimilation for the NCEP GFS. Part I: System Description and 3D-Hybrid Results
- (2015) Daryl T. Kleist et al. MONTHLY WEATHER REVIEW
- Performance Bounds for Particle Filters Using the Optimal Proposal
- (2015) Chris Snyder et al. MONTHLY WEATHER REVIEW
- The quiet revolution of numerical weather prediction
- (2015) Peter Bauer et al. NATURE
- Assimilation of sea surface temperature, sea ice concentration and sea ice drift in a model of the Southern Ocean
- (2015) Alexander Barth et al. OCEAN MODELLING
- An adaptive covariance relaxation method for ensemble data assimilation
- (2015) Yue Ying et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Modelling of flow-dependent ensemble-based background-error correlations using a wavelet formulation in 4D-Var at Météo-France
- (2015) Loïk Berre et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- A coupled data assimilation system for climate reanalysis
- (2015) Patrick Laloyaux et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Exploring strategies for coupled 4D-Var data assimilation using an idealised atmosphere–ocean model
- (2015) Polly J. Smith et al. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY
- Coupled atmosphere–ocean data assimilation experiments with a low-order model and CMIP5 model data
- (2014) Robert Tardif et al. CLIMATE DYNAMICS
- The Kalman Filter Revisited Using Maximum Relative Entropy
- (2014) Adom Giffin et al. Entropy
- A 4DVAR System for the Navy Coastal Ocean Model. Part II: Strong and Weak Constraint Assimilation Experiments with Real Observations in Monterey Bay*
- (2014) Hans Ngodock et al. MONTHLY WEATHER REVIEW
- The equivalent-weights particle filter in a high-dimensional system
- (2014) M. Ades et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- 4DEnVar: link with 4D state formulation of variational assimilation and different possible implementations
- (2014) Gérald Desroziers et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Offline parameter estimation using EnKF and maximum likelihood error covariance estimates: Application to a subgrid-scale orography parametrization
- (2014) P. Tandeo et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Gaussian anamorphosis in the analysis step of the EnKF: a joint state-variable/observation approach
- (2014) Javier Amezcua et al. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY
- Seasonal-to-decadal predictions with the ensemble Kalman filter and the Norwegian Earth System Model: a twin experiment
- (2014) Francois Counillon et al. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY
- Bridging the ensemble Kalman and particle filters
- (2013) M. Frei et al. BIOMETRIKA
- Coupled atmosphere–ocean data assimilation experiments with a low-order climate model
- (2013) Robert Tardif et al. CLIMATE DYNAMICS
- A comparison of full-field and anomaly initialization for seasonal to decadal climate prediction
- (2013) Doug M. Smith et al. CLIMATE DYNAMICS
- Catastrophic filter divergence in filtering nonlinear dissipative systems
- (2013) John Harlim et al. Communications in Mathematical Sciences
- Multiyear climate predictions using two initialization strategies
- (2013) W. Hazeleger et al. GEOPHYSICAL RESEARCH LETTERS
- Lyapunov vectors and assimilation in the unstable subspace: theory and applications
- (2013) Luigi Palatella et al. Journal of Physics A-Mathematical and Theoretical
- Conservation of Mass and Preservation of Positivity with Ensemble-Type Kalman Filter Algorithms
- (2013) Tijana Janjić et al. MONTHLY WEATHER REVIEW
- Nonlinear stability of traffic models and the use of Lyapunov vectors for estimating the traffic state
- (2013) Luigi Palatella et al. PHYSICAL REVIEW E
- Iterative algorithm for maximum-likelihood estimation of the observation-error covariance matrix for ensemble-based filters
- (2013) Genta Ueno et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- An iterative ensemble square root filter and tests with simulated radar data for storm-scale data assimilation
- (2013) Shizhang Wang et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- An iterative ensemble Kalman smoother
- (2013) M. Bocquet et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- A comparison of 4DVar with ensemble data assimilation methods
- (2013) D. Fairbairn et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- A Nonparametric Ensemble Transform Method for Bayesian Inference
- (2013) Sebastian Reich SIAM JOURNAL ON SCIENTIFIC COMPUTING
- Seasonal climate predictability and forecasting: status and prospects
- (2013) Francisco J. Doblas-Reyes et al. Wiley Interdisciplinary Reviews-Climate Change
- Effective assimilation of global precipitation: simulation experiments
- (2013) Guo-Yuan Lien et al. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY
- Real-time air quality forecasting, part II: State of the science, current research needs, and future prospects
- (2012) Yang Zhang et al. ATMOSPHERIC ENVIRONMENT
- Short time augmented extended Kalman filter for soil analysis: a feasibility study
- (2012) Alberto Carrassi et al. Atmospheric Science Letters
- Evaluation of forecast strategies for seasonal and decadal forecasts in presence of systematic model errors
- (2012) Linus Magnusson et al. CLIMATE DYNAMICS
- CHAOS AND WEATHER FORECASTING: THE ROLE OF THE UNSTABLE SUBSPACE IN PREDICTABILITY AND STATE ESTIMATION PROBLEMS
- (2012) ANNA TREVISAN et al. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS
- Estimating and including observation-error correlations in data assimilation
- (2012) Takemasa Miyoshi et al. INVERSE PROBLEMS IN SCIENCE AND ENGINEERING
- Theory and Computation of Covariant Lyapunov Vectors
- (2012) Pavel V. Kuptsov et al. JOURNAL OF NONLINEAR SCIENCE
- A Unification of Ensemble Square Root Kalman Filters
- (2012) Lars Nerger et al. MONTHLY WEATHER REVIEW
- Evaluating Methods to Account for System Errors in Ensemble Data Assimilation
- (2012) Jeffrey S. Whitaker et al. MONTHLY WEATHER REVIEW
- An Iterative EnKF for Strongly Nonlinear Systems
- (2012) Pavel Sakov et al. MONTHLY WEATHER REVIEW
- On the use of EDA background error variances in the ECMWF 4D-Var
- (2012) Massimo Bonavita et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Operational implementation of a hybrid ensemble/4D-Var global data assimilation system at the Met Office
- (2012) A. M. Clayton et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Initialisation of Land Surface Variables for Numerical Weather Prediction
- (2012) Patricia de Rosnay et al. SURVEYS IN GEOPHYSICS
- A random map implementation of implicit filters
- (2011) Matthias Morzfeld et al. JOURNAL OF COMPUTATIONAL PHYSICS
- “Variable localization” in an ensemble Kalman filter: Application to the carbon cycle data assimilation
- (2011) Ji-Sun Kang et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Gaussian anamorphosis extension of the DEnKF for combined state parameter estimation: Application to a 1D ocean ecosystem model
- (2011) Ehouarn Simon et al. JOURNAL OF MARINE SYSTEMS
- Pattern Recognition in a Bimodal Aquifer Using the Normal-Score Ensemble Kalman Filter
- (2011) Haiyan Zhou et al. Mathematical Geosciences
- Smoothing Problems in a Bayesian Framework and Their Linear Gaussian Solutions
- (2011) Emmanuel Cosme et al. MONTHLY WEATHER REVIEW
- E4DVar: Coupling an Ensemble Kalman Filter with Four-Dimensional Variational Data Assimilation in a Limited-Area Weather Prediction Model
- (2011) Meng Zhang et al. MONTHLY WEATHER REVIEW
- Stochastic climate dynamics: Random attractors and time-dependent invariant measures
- (2011) Mickaël D. Chekroun et al. PHYSICA D-NONLINEAR PHENOMENA
- Estimating background-error variances with the ECMWF Ensemble of Data Assimilations system: some effects of ensemble size and day-to-day variability
- (2011) Massimo Bonavita et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- State and parameter estimation with the extended Kalman filter: an alternative formulation of the model error dynamics
- (2011) Alberto Carrassi et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- An extended specification of flow-dependent background error variances in the Météo-France global 4D-Var system
- (2011) Laure Raynaud et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Maximum likelihood estimation of inflation factors on error covariance matrices for ensemble Kalman filter assimilation
- (2011) Xiao Liang et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- The ERA-Interim reanalysis: configuration and performance of the data assimilation system
- (2011) D. P. Dee et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- The role of model dynamics in ensemble Kalman filter performance for chaotic systems
- (2011) Gene-Hua Crystalng et al. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY
- Towards the operational estimation of a radiological plume using data assimilation after a radiological accidental atmospheric release
- (2010) Victor Winiarek et al. ATMOSPHERIC ENVIRONMENT
- The NCEP Climate Forecast System Reanalysis
- (2010) Suranjana Saha et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- Bridging the ensemble Kalman filter and particle filters: the adaptive Gaussian mixture filter
- (2010) Andreas S. Stordal et al. COMPUTATIONAL GEOSCIENCES
- Relation between two common localisation methods for the EnKF
- (2010) Pavel Sakov et al. COMPUTATIONAL GEOSCIENCES
- Accounting for Model Error in Variational Data Assimilation: A Deterministic Formulation
- (2010) Alberto Carrassi et al. MONTHLY WEATHER REVIEW
- Beyond Gaussian Statistical Modeling in Geophysical Data Assimilation
- (2010) Marc Bocquet et al. MONTHLY WEATHER REVIEW
- The Gaussian Approach to Adaptive Covariance Inflation and Its Implementation with the Local Ensemble Transform Kalman Filter
- (2010) Takemasa Miyoshi MONTHLY WEATHER REVIEW
- Balance and Ensemble Kalman Filter Localization Techniques
- (2010) Steven J. Greybush et al. MONTHLY WEATHER REVIEW
- State and parameter estimation using Monte Carlo evaluation of path integrals
- (2010) John C. Quinn et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Accelerating the spin-up of Ensemble Kalman Filtering
- (2010) Eugenia Kalnay et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- An adaptive estimation of forecast error covariance parameters for Kalman filtering data assimilation
- (2009) Xiaogu Zheng ADVANCES IN ATMOSPHERIC SCIENCES
- The ensemble Kalman filter for combined state and parameter estimation
- (2009) IEEE CONTROL SYSTEMS MAGAZINE
- Particle Filtering in Geophysical Systems
- (2009) Peter Jan van Leeuwen MONTHLY WEATHER REVIEW
- Filtering Turbulent Sparsely Observed Geophysical Flows
- (2009) John Harlim et al. MONTHLY WEATHER REVIEW
- Efficient Adaptive Error Parameterizations for Square Root or Ensemble Kalman Filters: Application to the Control of Ocean Mesoscale Signals
- (2009) Jean-Michel Brankart et al. MONTHLY WEATHER REVIEW
- Intercomparison of Variational Data Assimilation and the Ensemble Kalman Filter for Global Deterministic NWP. Part II: One-Month Experiments with Real Observations
- (2009) Mark Buehner et al. MONTHLY WEATHER REVIEW
- Intercomparison of Variational Data Assimilation and the Ensemble Kalman Filter for Global Deterministic NWP. Part I: Description and Single-Observation Experiments
- (2009) Mark Buehner et al. MONTHLY WEATHER REVIEW
- Implicit sampling for particle filters
- (2009) A. J. Chorin et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Simultaneous estimation of covariance inflation and observation errors within an ensemble Kalman filter
- (2009) Hong Li et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- A weak-constraint four-dimensional variational analysis system in the stratosphere
- (2009) Magnus Lindskog et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Covariance localisation and balance in an Ensemble Kalman Filter
- (2009) Jeffrey D. Kepert QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Objective filtering of ensemble-based background-error variances
- (2009) Laure Raynaud et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Data assimilation in a system with two scales—combining two initialization techniques
- (2009) Joaquim Ballabrera-Poy et al. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY
- The maximum likelihood ensemble filter performances in chaotic systems
- (2009) Alberto Carrassi et al. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY
- Asynchronous data assimilation with the EnKF
- (2009) Pavel Sakov et al. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY
- A comparison study of data assimilation algorithms for ozone forecasts
- (2008) Lin Wu et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Development of a four-dimensional variational coupled data assimilation system for enhanced analysis and prediction of seasonal to interannual climate variations
- (2008) Nozomi Sugiura et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Using Model Reduction Methods within Incremental Four-Dimensional Variational Data Assimilation
- (2008) A. S. Lawless et al. MONTHLY WEATHER REVIEW
- Data Assimilation for a Coupled Ocean–Atmosphere Model. Part II: Parameter Estimation
- (2008) Dmitri Kondrashov et al. MONTHLY WEATHER REVIEW
- Implications of the Form of the Ensemble Transformation in the Ensemble Square Root Filters
- (2008) Pavel Sakov et al. MONTHLY WEATHER REVIEW
- An Ensemble-Based Four-Dimensional Variational Data Assimilation Scheme. Part I: Technical Formulation and Preliminary Test
- (2008) Chengsi Liu et al. MONTHLY WEATHER REVIEW
- Obstacles to High-Dimensional Particle Filtering
- (2008) Chris Snyder et al. MONTHLY WEATHER REVIEW
- Comparison of Local Ensemble Transform Kalman Filter, 3DVAR, and 4DVAR in a Quasigeostrophic Model
- (2008) Shu-Chih Yang et al. MONTHLY WEATHER REVIEW
- An Ensemble-Based Four-Dimensional Variational Data Assimilation Scheme. Part II: Observing System Simulation Experiments with Advanced Research WRF (ARW)
- (2008) Chengsi Liu et al. MONTHLY WEATHER REVIEW
- A truncated Gaussian filter for data assimilation with inequality constraints: Application to the hydrostatic stability condition in ocean models
- (2008) Claire Lauvernet et al. OCEAN MODELLING
- Unbiased ensemble square root filters
- (2008) David M. Livings et al. PHYSICA D-NONLINEAR PHENOMENA
- A deterministic formulation of the ensemble Kalman filter: an alternative to ensemble square root filters
- (2008) Pavel Sakov et al. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY
- Correlated observation errors in data assimilation
- (2007) L. M. Stewart et al. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS
- Predicting air quality: Improvements through advanced methods to integrate models and measurements
- (2007) Gregory R. Carmichael et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Ensemble forecasting
- (2007) M. Leutbecher et al. JOURNAL OF COMPUTATIONAL PHYSICS
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started