Articles | Volume 14, issue 21
https://doi.org/10.5194/acp-14-11959-2014
© 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/acp-14-11959-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
14 Nov 2014
Research article |
| 14 Nov 2014
Forecasting global atmospheric CO2
A. Agustí-Panareda
European Centre for Medium-Range Weather Forecasts, Reading, UK
S. Massart
European Centre for Medium-Range Weather Forecasts, Reading, UK
F. Chevallier
Laboratoire des Sciences du Climat et l'Environnement, CEA-CNRS-UVSQ, IPSL, Gif sur Yvette, France
S. Boussetta
European Centre for Medium-Range Weather Forecasts, Reading, UK
G. Balsamo
European Centre for Medium-Range Weather Forecasts, Reading, UK
A. Beljaars
European Centre for Medium-Range Weather Forecasts, Reading, UK
Laboratoire des Sciences du Climat et l'Environnement, CEA-CNRS-UVSQ, IPSL, Gif sur Yvette, France
N. M. Deutscher
Institute of Environmental Physics, Bremen, Germany
R. Engelen
European Centre for Medium-Range Weather Forecasts, Reading, UK
L. Jones
European Centre for Medium-Range Weather Forecasts, Reading, UK
Finnish Meteorological Institute, Sodankylä, Finland
J.-D. Paris
Laboratoire des Sciences du Climat et l'Environnement, CEA-CNRS-UVSQ, IPSL, Gif sur Yvette, France
V.-H. Peuch
European Centre for Medium-Range Weather Forecasts, Reading, UK
V. Sherlock
Laboratoire des Sciences du Climat et l'Environnement, CEA-CNRS-UVSQ, IPSL, Gif sur Yvette, France
A. T. Vermeulen
Energy research Center of the Netherlands, Petten, the Netherlands
P. O. Wennberg
California Institute of Technology, Pasadena, CA, USA
California Institute of Technology, Pasadena, CA, USA
Viewed
Total article views: 6,475 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 27 May 2014)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 3,684 | 2,683 | 108 | 6,475 | 123 | 87 |
- HTML: 3,684
- PDF: 2,683
- XML: 108
- Total: 6,475
- BibTeX: 123
- EndNote: 87
Total article views: 4,782 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 14 Nov 2014)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,639 | 2,055 | 88 | 4,782 | 105 | 81 |
- HTML: 2,639
- PDF: 2,055
- XML: 88
- Total: 4,782
- BibTeX: 105
- EndNote: 81
Total article views: 1,693 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 27 May 2014)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 1,045 | 628 | 20 | 1,693 | 18 | 6 |
- HTML: 1,045
- PDF: 628
- XML: 20
- Total: 1,693
- BibTeX: 18
- EndNote: 6
Cited
45 citations as recorded by crossref.
- Short-term forecasting of regional biospheric CO<sub>2</sub> fluxes in Europe using a light-use-efficiency model (VPRM, MPI-BGC version 1.2) J. Chen et al. 10.5194/gmd-13-4091-2020
- Advanced Ultraviolet Radiation and Ozone Retrieval for Applications (AURORA): A Project Overview U. Cortesi et al. 10.3390/atmos9110454
- Greenhouse gas simulations with a coupled meteorological and transport model: the predictability of CO<sub>2</sub> S. Polavarapu et al. 10.5194/acp-16-12005-2016
- Automatic processing of atmospheric CO<sub>2</sub> and CH<sub>4</sub> mole fractions at the ICOS Atmosphere Thematic Centre L. Hazan et al. 10.5194/amt-9-4719-2016
- XCO<sub>2</sub> in an emission hot-spot region: the COCCON Paris campaign 2015 F. Vogel et al. 10.5194/acp-19-3271-2019
- A biogenic CO<sub>2</sub> flux adjustment scheme for the mitigation of large-scale biases in global atmospheric CO<sub>2</sub> analyses and forecasts A. Agustí-Panareda et al. 10.5194/acp-16-10399-2016
- Detectability of CO<sub>2</sub> emission plumes of cities and power plants with the Copernicus Anthropogenic CO<sub>2</sub> Monitoring (CO2M) mission G. Kuhlmann et al. 10.5194/amt-12-6695-2019
- Ability of the 4-D-Var analysis of the GOSAT BESD XCO<sub>2</sub> retrievals to characterize atmospheric CO<sub>2</sub> at large and synoptic scales S. Massart et al. 10.5194/acp-16-1653-2016
- Improving the inter-hemispheric gradient of total column atmospheric CO<sub>2</sub> and CH<sub>4</sub> in simulations with the ECMWF semi-Lagrangian atmospheric global model A. Agusti-Panareda et al. 10.5194/gmd-10-1-2017
- Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review G. Balsamo et al. 10.3390/rs10122038
- Quantifying CO<sub>2</sub> emissions of a city with the Copernicus Anthropogenic CO<sub>2</sub> Monitoring satellite mission G. Kuhlmann et al. 10.5194/amt-13-6733-2020
- Potential of a geostationary geoCARB mission to estimate surface emissions of CO<sub>2</sub>, CH<sub>4</sub> and CO in a polluted urban environment: case study Shanghai D. O'Brien et al. 10.5194/amt-9-4633-2016
- The CAMS reanalysis of atmospheric composition A. Inness et al. 10.5194/acp-19-3515-2019
- An Urban Scheme for the ECMWF Integrated Forecasting System: Single‐Column and Global Offline Application J. McNorton et al. 10.1029/2020MS002375
- Towards understanding the variability in source contribution of CO2 using high-resolution simulations of atmospheric δ13CO2 signatures in the Greater Toronto Area, Canada S. Domenikos et al. 10.1016/j.atmosenv.2019.116877
- Evaluation of OCO‐2 X Variability at Local and Synoptic Scales using Lidar and In Situ Observations from the ACT‐America Campaigns E. Bell et al. 10.1029/2019JD031400
- Evaluation of Regional CO 2 Mole Fractions in the ECMWF CAMS Real‐Time Atmospheric Analysis and NOAA CarbonTracker Near‐Real‐Time Reanalysis With Airborne Observations From ACT‐America Field Campaigns H. Chen et al. 10.1029/2018JD029992
- Atmospheric Correction of True-Color RGB Imagery with Limb Area-Blending Based on 6S and Satellite Image Enhancement Techniques Using Geo-Kompsat-2A Advanced Meteorological Imager Data M. Kim et al. 10.1007/s13143-021-00257-y
- A comparison of posterior atmospheric CO<sub>2</sub> adjustments obtained from in situ and GOSAT constrained flux inversions S. Polavarapu et al. 10.5194/acp-18-12011-2018
- Interactions Between the Amazonian Rainforest and Cumuli Clouds: A Large‐Eddy Simulation, High‐Resolution ECMWF, and Observational Intercomparison Study J. Vilà‐Guerau de Arellano et al. 10.1029/2019MS001828
- Spatial-Temporal Dust Fusion Model for Integration of MODIS and WRF-Chem M. Rezvani et al. 10.3103/S1068373921110078
- AirCore-HR: a high-resolution column sampling to enhance the vertical description of CH<sub>4</sub> and CO<sub>2</sub> O. Membrive et al. 10.5194/amt-10-2163-2017
- Dynamical Downscaling of CO 2 in 2016 Over the Contiguous United States Using WRF‐VPRM, a Weather‐Biosphere‐Online‐Coupled Model X. Hu et al. 10.1029/2019MS001875
- Coupling the Canadian Terrestrial Ecosystem Model (CTEM v. 2.0) to Environment and Climate Change Canada's greenhouse gas forecast model (v.107-glb) B. Badawy et al. 10.5194/gmd-11-631-2018
- Improving CO₂ Concentration Profile Measurements From a Ground-Based CO₂-DIAL Through Conditional Adjustment T. Shi et al. 10.1109/LGRS.2020.3024230
- Evaluating high-resolution forecasts of atmospheric CO and CO<sub>2</sub> from a global prediction system during KORUS-AQ field campaign W. Tang et al. 10.5194/acp-18-11007-2018
- Accurate mobile remote sensing of XCO<sub>2</sub> and XCH<sub>4</sub> latitudinal transects from aboard a research vessel F. Klappenbach et al. 10.5194/amt-8-5023-2015
- Observation and integrated Earth-system science: A roadmap for 2016–2025 A. Simmons et al. 10.1016/j.asr.2016.03.008
- Fourier transform spectrometer measurements of column CO<sub>2</sub> at Sodankylä, Finland R. Kivi & P. Heikkinen 10.5194/gi-5-271-2016
- The GLAM Airborne Campaign across the Mediterranean Basin P. Ricaud et al. 10.1175/BAMS-D-16-0226.1
- Development and evaluation of CO<sub>2</sub> transport in MPAS-A v6.3 T. Zheng et al. 10.5194/gmd-14-3037-2021
- Long-term column-averaged greenhouse gas observations using a COCCON spectrometer at the high-surface-albedo site in Gobabeb, Namibia M. Frey et al. 10.5194/amt-14-5887-2021
- Representing model uncertainty for global atmospheric CO<sub>2</sub> flux inversions using ECMWF-IFS-46R1 J. McNorton et al. 10.5194/gmd-13-2297-2020
- Consistent satellite XCO<sub>2</sub> retrievals from SCIAMACHY and GOSAT using the BESD algorithm J. Heymann et al. 10.5194/amt-8-2961-2015
- Global anthropogenic CO<sub>2</sub> emissions and uncertainties as a prior for Earth system modelling and data assimilation M. Choulga et al. 10.5194/essd-13-5311-2021
- Accounting for the vertical distribution of emissions in atmospheric CO<sub>2</sub> simulations D. Brunner et al. 10.5194/acp-19-4541-2019
- Description and evaluation of the tropospheric aerosol scheme in the European Centre for Medium-Range Weather Forecasts (ECMWF) Integrated Forecasting System (IFS-AER, cycle 45R1) S. Rémy et al. 10.5194/gmd-12-4627-2019
- Validation of reactive gases and aerosols in the MACC global analysis and forecast system H. Eskes et al. 10.5194/gmd-8-3523-2015
- The Canadian atmospheric transport model for simulating greenhouse gas evolution on regional scales: GEM–MACH–GHG v.137-reg J. Kim et al. 10.5194/gmd-13-269-2020
- Analysis of the potential of near-ground measurements of CO<sub>2</sub> and CH<sub>4</sub> in London, UK, for the monitoring of city-scale emissions using an atmospheric transport model A. Boon et al. 10.5194/acp-16-6735-2016
- Intercomparison of atmospheric CO<sub>2</sub> and CH<sub>4</sub> abundances on regional scales in boreal areas using Copernicus Atmosphere Monitoring Service (CAMS) analysis, COllaborative Carbon Column Observing Network (COCCON) spectrometers, and Sentinel-5 Precursor satellite observations Q. Tu et al. 10.5194/amt-13-4751-2020
- Modelling CO<sub>2</sub> weather – why horizontal resolution matters A. Agustí-Panareda et al. 10.5194/acp-19-7347-2019
- Improving the Representation of Whitecap Fraction and Sea Salt Aerosol Emissions in the ECMWF IFS-AER S. Rémy & M. Anguelova 10.3390/rs13234856
- Prediction and Analysis of CO2 Emission in Chongqing for the Protection of Environment and Public Health S. Yang et al. 10.3390/ijerph15030530
- Assessing the magnitude of CO2flux uncertainty in atmospheric CO2records using products from NASA's Carbon Monitoring Flux Pilot Project L. Ott et al. 10.1002/2014JD022411
43 citations as recorded by crossref.
- Short-term forecasting of regional biospheric CO<sub>2</sub> fluxes in Europe using a light-use-efficiency model (VPRM, MPI-BGC version 1.2) J. Chen et al. 10.5194/gmd-13-4091-2020
- Advanced Ultraviolet Radiation and Ozone Retrieval for Applications (AURORA): A Project Overview U. Cortesi et al. 10.3390/atmos9110454
- Greenhouse gas simulations with a coupled meteorological and transport model: the predictability of CO<sub>2</sub> S. Polavarapu et al. 10.5194/acp-16-12005-2016
- Automatic processing of atmospheric CO<sub>2</sub> and CH<sub>4</sub> mole fractions at the ICOS Atmosphere Thematic Centre L. Hazan et al. 10.5194/amt-9-4719-2016
- XCO<sub>2</sub> in an emission hot-spot region: the COCCON Paris campaign 2015 F. Vogel et al. 10.5194/acp-19-3271-2019
- A biogenic CO<sub>2</sub> flux adjustment scheme for the mitigation of large-scale biases in global atmospheric CO<sub>2</sub> analyses and forecasts A. Agustí-Panareda et al. 10.5194/acp-16-10399-2016
- Detectability of CO<sub>2</sub> emission plumes of cities and power plants with the Copernicus Anthropogenic CO<sub>2</sub> Monitoring (CO2M) mission G. Kuhlmann et al. 10.5194/amt-12-6695-2019
- Ability of the 4-D-Var analysis of the GOSAT BESD XCO<sub>2</sub> retrievals to characterize atmospheric CO<sub>2</sub> at large and synoptic scales S. Massart et al. 10.5194/acp-16-1653-2016
- Improving the inter-hemispheric gradient of total column atmospheric CO<sub>2</sub> and CH<sub>4</sub> in simulations with the ECMWF semi-Lagrangian atmospheric global model A. Agusti-Panareda et al. 10.5194/gmd-10-1-2017
- Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review G. Balsamo et al. 10.3390/rs10122038
- Quantifying CO<sub>2</sub> emissions of a city with the Copernicus Anthropogenic CO<sub>2</sub> Monitoring satellite mission G. Kuhlmann et al. 10.5194/amt-13-6733-2020
- Potential of a geostationary geoCARB mission to estimate surface emissions of CO<sub>2</sub>, CH<sub>4</sub> and CO in a polluted urban environment: case study Shanghai D. O'Brien et al. 10.5194/amt-9-4633-2016
- The CAMS reanalysis of atmospheric composition A. Inness et al. 10.5194/acp-19-3515-2019
- An Urban Scheme for the ECMWF Integrated Forecasting System: Single‐Column and Global Offline Application J. McNorton et al. 10.1029/2020MS002375
- Towards understanding the variability in source contribution of CO2 using high-resolution simulations of atmospheric δ13CO2 signatures in the Greater Toronto Area, Canada S. Domenikos et al. 10.1016/j.atmosenv.2019.116877
- Evaluation of OCO‐2 X Variability at Local and Synoptic Scales using Lidar and In Situ Observations from the ACT‐America Campaigns E. Bell et al. 10.1029/2019JD031400
- Evaluation of Regional CO 2 Mole Fractions in the ECMWF CAMS Real‐Time Atmospheric Analysis and NOAA CarbonTracker Near‐Real‐Time Reanalysis With Airborne Observations From ACT‐America Field Campaigns H. Chen et al. 10.1029/2018JD029992
- Atmospheric Correction of True-Color RGB Imagery with Limb Area-Blending Based on 6S and Satellite Image Enhancement Techniques Using Geo-Kompsat-2A Advanced Meteorological Imager Data M. Kim et al. 10.1007/s13143-021-00257-y
- A comparison of posterior atmospheric CO<sub>2</sub> adjustments obtained from in situ and GOSAT constrained flux inversions S. Polavarapu et al. 10.5194/acp-18-12011-2018
- Interactions Between the Amazonian Rainforest and Cumuli Clouds: A Large‐Eddy Simulation, High‐Resolution ECMWF, and Observational Intercomparison Study J. Vilà‐Guerau de Arellano et al. 10.1029/2019MS001828
- Spatial-Temporal Dust Fusion Model for Integration of MODIS and WRF-Chem M. Rezvani et al. 10.3103/S1068373921110078
- AirCore-HR: a high-resolution column sampling to enhance the vertical description of CH<sub>4</sub> and CO<sub>2</sub> O. Membrive et al. 10.5194/amt-10-2163-2017
- Dynamical Downscaling of CO 2 in 2016 Over the Contiguous United States Using WRF‐VPRM, a Weather‐Biosphere‐Online‐Coupled Model X. Hu et al. 10.1029/2019MS001875
- Coupling the Canadian Terrestrial Ecosystem Model (CTEM v. 2.0) to Environment and Climate Change Canada's greenhouse gas forecast model (v.107-glb) B. Badawy et al. 10.5194/gmd-11-631-2018
- Improving CO₂ Concentration Profile Measurements From a Ground-Based CO₂-DIAL Through Conditional Adjustment T. Shi et al. 10.1109/LGRS.2020.3024230
- Evaluating high-resolution forecasts of atmospheric CO and CO<sub>2</sub> from a global prediction system during KORUS-AQ field campaign W. Tang et al. 10.5194/acp-18-11007-2018
- Accurate mobile remote sensing of XCO<sub>2</sub> and XCH<sub>4</sub> latitudinal transects from aboard a research vessel F. Klappenbach et al. 10.5194/amt-8-5023-2015
- Observation and integrated Earth-system science: A roadmap for 2016–2025 A. Simmons et al. 10.1016/j.asr.2016.03.008
- Fourier transform spectrometer measurements of column CO<sub>2</sub> at Sodankylä, Finland R. Kivi & P. Heikkinen 10.5194/gi-5-271-2016
- The GLAM Airborne Campaign across the Mediterranean Basin P. Ricaud et al. 10.1175/BAMS-D-16-0226.1
- Development and evaluation of CO<sub>2</sub> transport in MPAS-A v6.3 T. Zheng et al. 10.5194/gmd-14-3037-2021
- Long-term column-averaged greenhouse gas observations using a COCCON spectrometer at the high-surface-albedo site in Gobabeb, Namibia M. Frey et al. 10.5194/amt-14-5887-2021
- Representing model uncertainty for global atmospheric CO<sub>2</sub> flux inversions using ECMWF-IFS-46R1 J. McNorton et al. 10.5194/gmd-13-2297-2020
- Consistent satellite XCO<sub>2</sub> retrievals from SCIAMACHY and GOSAT using the BESD algorithm J. Heymann et al. 10.5194/amt-8-2961-2015
- Global anthropogenic CO<sub>2</sub> emissions and uncertainties as a prior for Earth system modelling and data assimilation M. Choulga et al. 10.5194/essd-13-5311-2021
- Accounting for the vertical distribution of emissions in atmospheric CO<sub>2</sub> simulations D. Brunner et al. 10.5194/acp-19-4541-2019
- Description and evaluation of the tropospheric aerosol scheme in the European Centre for Medium-Range Weather Forecasts (ECMWF) Integrated Forecasting System (IFS-AER, cycle 45R1) S. Rémy et al. 10.5194/gmd-12-4627-2019
- Validation of reactive gases and aerosols in the MACC global analysis and forecast system H. Eskes et al. 10.5194/gmd-8-3523-2015
- The Canadian atmospheric transport model for simulating greenhouse gas evolution on regional scales: GEM–MACH–GHG v.137-reg J. Kim et al. 10.5194/gmd-13-269-2020
- Analysis of the potential of near-ground measurements of CO<sub>2</sub> and CH<sub>4</sub> in London, UK, for the monitoring of city-scale emissions using an atmospheric transport model A. Boon et al. 10.5194/acp-16-6735-2016
- Intercomparison of atmospheric CO<sub>2</sub> and CH<sub>4</sub> abundances on regional scales in boreal areas using Copernicus Atmosphere Monitoring Service (CAMS) analysis, COllaborative Carbon Column Observing Network (COCCON) spectrometers, and Sentinel-5 Precursor satellite observations Q. Tu et al. 10.5194/amt-13-4751-2020
- Modelling CO<sub>2</sub> weather – why horizontal resolution matters A. Agustí-Panareda et al. 10.5194/acp-19-7347-2019
- Improving the Representation of Whitecap Fraction and Sea Salt Aerosol Emissions in the ECMWF IFS-AER S. Rémy & M. Anguelova 10.3390/rs13234856
2 citations as recorded by crossref.
- Prediction and Analysis of CO2 Emission in Chongqing for the Protection of Environment and Public Health S. Yang et al. 10.3390/ijerph15030530
- Assessing the magnitude of CO2flux uncertainty in atmospheric CO2records using products from NASA's Carbon Monitoring Flux Pilot Project L. Ott et al. 10.1002/2014JD022411
Saved (final revised paper)
Saved (preprint)
Latest update: 22 Mar 2023
Short summary
This paper presents a new operational CO2 forecast product as part of the Copernicus Atmospheric Services suite of atmospheric composition products, using the state-of-the-art numerical weather prediction model from the European Centre of Medium-Range Weather Forecasts.
The evaluation with independent observations shows that the forecast has skill in predicting the synoptic variability of CO2. The online simulation of CO2 fluxes from vegetation contributes to this skill.
This paper presents a new operational CO2 forecast product as part of the Copernicus Atmospheric...
Altmetrics
Final-revised paper
Preprint