Articles | Volume 15, issue 3
https://doi.org/10.5194/gmd-15-971-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/gmd-15-971-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Evaluating the assimilation of S5P/TROPOMI near real-time SO2 columns and layer height data into the CAMS integrated forecasting system (CY47R1), based on a case study of the 2019 Raikoke eruption
European Centre for Medium-Range Weather Forecasts (ECMWF), Shinfield Park, Reading, RG2 9AX, UK
Melanie Ades
European Centre for Medium-Range Weather Forecasts (ECMWF), Shinfield Park, Reading, RG2 9AX, UK
Dimitris Balis
Laboratory of Atmospheric Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece
Dmitry Efremenko
Deutsches Zentrum für Luft und Raumfahrt (DLR), Institut für Methodik der Fernerkundung (IMF), Oberpfaffenhofen, Germany
Johannes Flemming
European Centre for Medium-Range Weather Forecasts (ECMWF), Shinfield Park, Reading, RG2 9AX, UK
Pascal Hedelt
Deutsches Zentrum für Luft und Raumfahrt (DLR), Institut für Methodik der Fernerkundung (IMF), Oberpfaffenhofen, Germany
Maria-Elissavet Koukouli
Laboratory of Atmospheric Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece
Diego Loyola
Deutsches Zentrum für Luft und Raumfahrt (DLR), Institut für Methodik der Fernerkundung (IMF), Oberpfaffenhofen, Germany
Roberto Ribas
European Centre for Medium-Range Weather Forecasts (ECMWF), Shinfield Park, Reading, RG2 9AX, UK
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Cited
12 citations as recorded by crossref.
- The 2019 Raikoke eruption as a testbed used by the Volcano Response group for rapid assessment of volcanic atmospheric impacts J. Vernier et al. 10.5194/acp-24-5765-2024
- Evaluating the assimilation of S5P/TROPOMI near real-time SO2 columns and layer height data into the CAMS integrated forecasting system (CY47R1), based on a case study of the 2019 Raikoke eruption A. Inness et al. 10.5194/gmd-15-971-2022
- Impact of SO2 Flux Estimation in the Modeling of the Plume of Mount Etna Christmas 2018 Eruption and Comparison against Multiple Satellite Sensors C. Lamotte et al. 10.3390/rs15030758
- Monitoring Trends of SO2 level Using Time-Series Sentinel-5 Images Based on Google Earth Engine B. Muslimbekov et al. 10.1051/e3sconf/202456303068
- Evolution of aerosol plumes from 2019 Raikoke volcanic eruption observed with polarization lidar over central China D. Jing et al. 10.1016/j.atmosenv.2023.119880
- Volcanic SO2 layer height by TROPOMI/S5P: evaluation against IASI/MetOp and CALIOP/CALIPSO observations M. Koukouli et al. 10.5194/acp-22-5665-2022
- Investigating a Persistent Stratospheric Aerosol Layer Observed over Southern Europe during 2019 K. Voudouri et al. 10.3390/rs15225394
- Analysis of the long-range transport of the volcanic plume from the 2021 Tajogaite/Cumbre Vieja eruption to Europe using TROPOMI and ground-based measurements P. Hedelt et al. 10.5194/acp-25-1253-2025
- Mysterious air pollution in south China linked to volcanic emissions from the Philippines C. Lin et al. 10.1038/s43247-025-02073-y
- Air pollution analysis in Northwestern South America: A new Lagrangian framework A. Casallas et al. 10.1016/j.scitotenv.2023.167350
- Technical note: Evaluation of the Copernicus Atmosphere Monitoring Service Cy48R1 upgrade of June 2023 H. Eskes et al. 10.5194/acp-24-9475-2024
- Estimation of anthropogenic and volcanic SO2 emissions from satellite data in the presence of snow/ice on the ground V. Fioletov et al. 10.5194/amt-16-5575-2023
12 citations as recorded by crossref.
- The 2019 Raikoke eruption as a testbed used by the Volcano Response group for rapid assessment of volcanic atmospheric impacts J. Vernier et al. 10.5194/acp-24-5765-2024
- Evaluating the assimilation of S5P/TROPOMI near real-time SO2 columns and layer height data into the CAMS integrated forecasting system (CY47R1), based on a case study of the 2019 Raikoke eruption A. Inness et al. 10.5194/gmd-15-971-2022
- Impact of SO2 Flux Estimation in the Modeling of the Plume of Mount Etna Christmas 2018 Eruption and Comparison against Multiple Satellite Sensors C. Lamotte et al. 10.3390/rs15030758
- Monitoring Trends of SO2 level Using Time-Series Sentinel-5 Images Based on Google Earth Engine B. Muslimbekov et al. 10.1051/e3sconf/202456303068
- Evolution of aerosol plumes from 2019 Raikoke volcanic eruption observed with polarization lidar over central China D. Jing et al. 10.1016/j.atmosenv.2023.119880
- Volcanic SO2 layer height by TROPOMI/S5P: evaluation against IASI/MetOp and CALIOP/CALIPSO observations M. Koukouli et al. 10.5194/acp-22-5665-2022
- Investigating a Persistent Stratospheric Aerosol Layer Observed over Southern Europe during 2019 K. Voudouri et al. 10.3390/rs15225394
- Analysis of the long-range transport of the volcanic plume from the 2021 Tajogaite/Cumbre Vieja eruption to Europe using TROPOMI and ground-based measurements P. Hedelt et al. 10.5194/acp-25-1253-2025
- Mysterious air pollution in south China linked to volcanic emissions from the Philippines C. Lin et al. 10.1038/s43247-025-02073-y
- Air pollution analysis in Northwestern South America: A new Lagrangian framework A. Casallas et al. 10.1016/j.scitotenv.2023.167350
- Technical note: Evaluation of the Copernicus Atmosphere Monitoring Service Cy48R1 upgrade of June 2023 H. Eskes et al. 10.5194/acp-24-9475-2024
- Estimation of anthropogenic and volcanic SO2 emissions from satellite data in the presence of snow/ice on the ground V. Fioletov et al. 10.5194/amt-16-5575-2023
Latest update: 22 Feb 2025
Short summary
This paper describes the way that the Copernicus Atmosphere Monitoring Service (CAMS) produces forecasts of volcanic SO2. These forecasts are provided routinely every day. They are created by blending SO2 data from satellite instruments (TROPOMI and GOME-2) with the CAMS model. We show that the quality of the CAMS SO2 forecasts can be improved if additional information about the height of volcanic plumes is provided in the satellite data.
This paper describes the way that the Copernicus Atmosphere Monitoring Service (CAMS) produces...