Articles | Volume 7, issue 4
https://doi.org/10.5194/gmd-7-1451-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gmd-7-1451-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Comparison of the ensemble Kalman filter and 4D-Var assimilation methods using a stratospheric tracer transport model
S. Skachko
Belgian Institute for Space Aeronomy, BIRA-IASB, Brussels, 1180, Belgium
Q. Errera
Belgian Institute for Space Aeronomy, BIRA-IASB, Brussels, 1180, Belgium
R. Ménard
Air Quality Research Division, Environment Canada, Dorval, Canada
Y. Christophe
Belgian Institute for Space Aeronomy, BIRA-IASB, Brussels, 1180, Belgium
S. Chabrillat
Belgian Institute for Space Aeronomy, BIRA-IASB, Brussels, 1180, Belgium
Viewed
Total article views: 5,157 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 14 Jan 2014)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 3,030 | 1,927 | 200 | 5,157 | 262 | 307 |
- HTML: 3,030
- PDF: 1,927
- XML: 200
- Total: 5,157
- BibTeX: 262
- EndNote: 307
Total article views: 4,348 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 16 Jul 2014)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,639 | 1,529 | 180 | 4,348 | 249 | 301 |
- HTML: 2,639
- PDF: 1,529
- XML: 180
- Total: 4,348
- BibTeX: 249
- EndNote: 301
Total article views: 809 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 14 Jan 2014)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 391 | 398 | 20 | 809 | 13 | 6 |
- HTML: 391
- PDF: 398
- XML: 20
- Total: 809
- BibTeX: 13
- EndNote: 6
Cited
23 citations as recorded by crossref.
- The ALTIUS atmospheric limb sounder D. Fussen et al.
- Harmonisation and diagnostics of MIPAS ESA CH4 and N2O profiles using data assimilation Q. Errera et al.
- Numeric modelling and risk assessment of pollutions in the Chinese Bohai Sea Y. Liu et al.
- Unbalanced emission reductions of different species and sectors in China during COVID-19 lockdown derived by multi-species surface observation assimilation L. Kong et al.
- Weak and Strong Constraints Variational Data Assimilation with the NCOM-4DVAR in the Agulhas Region Using the Representer Method H. Ngodock et al.
- EnKF and 4D-Var data assimilation with chemical transport model BASCOE (version 05.06) S. Skachko et al.
- Use of Assimilation Analysis in 4D-Var Source Inversion: Observing System Simulation Experiments (OSSEs) with GOSAT Methane and Hemispheric CMAQ S. Voshtani et al.
- Precipitation Data Assimilation System Based on a Neural Network and Case-Based Reasoning System J. Lu et al.
- Ensemble-Based Flow Field Estimation Using the Dynamic Wind Farm Model FLORIDyn M. Becker et al.
- The optimization of SO2 emissions by the 4DVAR and EnKF methods and its application in WRF-Chem Y. Hu et al.
- Assessing the relative impacts of satellite ozone and its precursor observations to improve global tropospheric ozone analysis using multiple chemical reanalysis systems T. Sekiya et al.
- Coupled Stratospheric Chemistry–Meteorology Data Assimilation. Part I: Physical Background and Coupled Modeling Aspects R. Ménard et al.
- Length Scale Analyses of Background Error Covariances for EnKF and EnSRF Data Assimilation S. Park et al.
- Analysis of the 6 September 2015 Tornadic Storm Around the Tokyo Metropolitan Area Using Coupled 3DVAR and Incremental Analysis Updates K. Shimose et al.
- ML-TOMCAT: machine-learning-based satellite-corrected global stratospheric ozone profile data set from a chemical transport model S. Dhomse et al.
- Comparison of mean age of air in five reanalyses using the BASCOE transport model S. Chabrillat et al.
- On the capability of the future ALTIUS ultraviolet–visible–near-infrared limb sounder to constrain modelled stratospheric ozone Q. Errera et al.
- Comparing the CarbonTracker and TM5-4DVar data assimilation systems for CO2 surface flux inversions A. Babenhauserheide et al.
- Evaluation of Analysis by Cross-Validation, Part II: Diagnostic and Optimization of Analysis Error Covariance R. Ménard & M. Deshaies-Jacques
- Cropland evapotranspiration based on Sentinel-2 shortwave infrared data and ensemble Kalman filter L. Liu et al.
- Technical note: Reanalysis of Aura MLS chemical observations Q. Errera et al.
- Assimilation of GOSAT Methane in the Hemispheric CMAQ; Part I: Design of the Assimilation System S. Voshtani et al.
- Implementation of an ensemble Kalman filter in the Community Multiscale Air Quality model (CMAQ model v5.1) for data assimilation of ground-level PM2.5 S. Park et al.
23 citations as recorded by crossref.
- The ALTIUS atmospheric limb sounder D. Fussen et al.
- Harmonisation and diagnostics of MIPAS ESA CH4 and N2O profiles using data assimilation Q. Errera et al.
- Numeric modelling and risk assessment of pollutions in the Chinese Bohai Sea Y. Liu et al.
- Unbalanced emission reductions of different species and sectors in China during COVID-19 lockdown derived by multi-species surface observation assimilation L. Kong et al.
- Weak and Strong Constraints Variational Data Assimilation with the NCOM-4DVAR in the Agulhas Region Using the Representer Method H. Ngodock et al.
- EnKF and 4D-Var data assimilation with chemical transport model BASCOE (version 05.06) S. Skachko et al.
- Use of Assimilation Analysis in 4D-Var Source Inversion: Observing System Simulation Experiments (OSSEs) with GOSAT Methane and Hemispheric CMAQ S. Voshtani et al.
- Precipitation Data Assimilation System Based on a Neural Network and Case-Based Reasoning System J. Lu et al.
- Ensemble-Based Flow Field Estimation Using the Dynamic Wind Farm Model FLORIDyn M. Becker et al.
- The optimization of SO2 emissions by the 4DVAR and EnKF methods and its application in WRF-Chem Y. Hu et al.
- Assessing the relative impacts of satellite ozone and its precursor observations to improve global tropospheric ozone analysis using multiple chemical reanalysis systems T. Sekiya et al.
- Coupled Stratospheric Chemistry–Meteorology Data Assimilation. Part I: Physical Background and Coupled Modeling Aspects R. Ménard et al.
- Length Scale Analyses of Background Error Covariances for EnKF and EnSRF Data Assimilation S. Park et al.
- Analysis of the 6 September 2015 Tornadic Storm Around the Tokyo Metropolitan Area Using Coupled 3DVAR and Incremental Analysis Updates K. Shimose et al.
- ML-TOMCAT: machine-learning-based satellite-corrected global stratospheric ozone profile data set from a chemical transport model S. Dhomse et al.
- Comparison of mean age of air in five reanalyses using the BASCOE transport model S. Chabrillat et al.
- On the capability of the future ALTIUS ultraviolet–visible–near-infrared limb sounder to constrain modelled stratospheric ozone Q. Errera et al.
- Comparing the CarbonTracker and TM5-4DVar data assimilation systems for CO2 surface flux inversions A. Babenhauserheide et al.
- Evaluation of Analysis by Cross-Validation, Part II: Diagnostic and Optimization of Analysis Error Covariance R. Ménard & M. Deshaies-Jacques
- Cropland evapotranspiration based on Sentinel-2 shortwave infrared data and ensemble Kalman filter L. Liu et al.
- Technical note: Reanalysis of Aura MLS chemical observations Q. Errera et al.
- Assimilation of GOSAT Methane in the Hemispheric CMAQ; Part I: Design of the Assimilation System S. Voshtani et al.
- Implementation of an ensemble Kalman filter in the Community Multiscale Air Quality model (CMAQ model v5.1) for data assimilation of ground-level PM2.5 S. Park et al.
Saved (final revised paper)
Latest update: 01 May 2026