Articles | Volume 10, issue 1
Atmos. Meas. Tech., 10, 119–153, 2017
https://doi.org/10.5194/amt-10-119-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Special issue: TROPOMI on Sentinel-5 Precursor: data products and...
Research article
09 Jan 2017
Research article
| 09 Jan 2017
Sulfur dioxide retrievals from TROPOMI onboard Sentinel-5 Precursor: algorithm theoretical basis
Nicolas Theys et al.
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Cited
66 citations as recorded by crossref.
- Updated SO<sub>2</sub> emission estimates over China using OMI/Aura observations M. Koukouli et al. 10.5194/amt-11-1817-2018
- Retrieval of volcanic SO<sub>2</sub> from HIRS/2 using optimal estimation G. Miles et al. 10.5194/amt-10-2687-2017
- Five decades observing Earth’s atmospheric trace gases using ultraviolet and visible backscatter solar radiation from space G. Gonzalez Abad et al. 10.1016/j.jqsrt.2019.04.030
- Version 2 Ozone Monitoring Instrument SO<sub>2</sub> product (OMSO2 V2): new anthropogenic SO<sub>2</sub> vertical column density dataset C. Li et al. 10.5194/amt-13-6175-2020
- Applying FP_ILM to the retrieval of geometry-dependent effective Lambertian equivalent reflectivity (GE_LER) daily maps from UVN satellite measurements D. Loyola et al. 10.5194/amt-13-985-2020
- The operational cloud retrieval algorithms from TROPOMI on board Sentinel-5 Precursor D. Loyola et al. 10.5194/amt-11-409-2018
- Volcanic SO2 plume height retrieval from UV sensors using a full-physics inverse learning machine algorithm D. Efremenko et al. 10.1080/01431161.2017.1348644
- Temporal variations of plume activities before the 8 October 2016 eruption of Aso volcano, Japan, detected by ground-based and satellite measurements M. Morita 10.1186/s40623-019-0986-x
- An improved air mass factor calculation for nitrogen dioxide measurements from the Global Ozone Monitoring Experiment-2 (GOME-2) S. Liu et al. 10.5194/amt-13-755-2020
- SO 2 Emission Estimates Using OMI SO 2 Retrievals for 2005–2017 Z. Qu et al. 10.1029/2019JD030243
- Sulfur dioxide layer height retrieval from Sentinel-5 Precursor/TROPOMI using FP_ILM P. Hedelt et al. 10.5194/amt-12-5503-2019
- Seismicity and outgassing dynamics of Nyiragongo volcano J. Barrière et al. 10.1016/j.epsl.2019.115821
- Tracking aerosols and SO<sub>2</sub> clouds from the Raikoke eruption: 3D view from satellite observations N. Gorkavyi et al. 10.5194/amt-14-7545-2021
- Forecasting, Detecting, and Tracking Volcanic Eruptions from Space M. Poland et al. 10.1007/s41976-020-00034-x
- Changes in Atmospheric, Meteorological, and Ocean Parameters Associated with the 12 January 2020 Taal Volcanic Eruption F. Jing et al. 10.3390/rs12061026
- Probabilistic retrieval of volcanic SO<sub>2</sub> layer height and partial column density using the Cross-track Infrared Sounder (CrIS) D. Hyman & M. Pavolonis 10.5194/amt-13-5891-2020
- Spatiotemporal distributions of ambient SO2 across China based on satellite retrievals and ground observations: Substantial decrease in human exposure during 2013–2016 H. Zhang et al. 10.1016/j.envres.2019.108795
- Changes in stratospheric aerosol extinction coefficient after the 2018 Ambae eruption as seen by OMPS-LP and MAECHAM5-HAM E. Malinina et al. 10.5194/acp-21-14871-2021
- Full-coverage spatiotemporal mapping of ambient PM2.5 and PM10 over China from Sentinel-5P and assimilated datasets: Considering the precursors and chemical compositions Y. Wang et al. 10.1016/j.scitotenv.2021.148535
- Aerial strategies advance volcanic gas measurements at inaccessible, strongly degassing volcanoes E. Liu et al. 10.1126/sciadv.abb9103
- Investigation of the Effect of Spectral Fitting Windows on the SO2 Retrieval Based on the Radiance Simulation Using Principle Component Analysis J. Yang et al. 10.5572/KOSAE.2018.34.6.792
- Analysis of properties of the 19 February 2018 volcanic eruption of Mount Sinabung in S5P/TROPOMI and Himawari-8 satellite data A. de Laat et al. 10.5194/nhess-20-1203-2020
- Evaluating Sentinel-5P TROPOMI tropospheric NO<sub>2</sub> column densities with airborne and Pandora spectrometers near New York City and Long Island Sound L. Judd et al. 10.5194/amt-13-6113-2020
- Day–Night Monitoring of Volcanic SO2 and Ash Clouds for Aviation Avoidance at Northern Polar Latitudes N. Krotkov et al. 10.3390/rs13194003
- The Impact of the Control Measures during the COVID-19 Outbreak on Air Pollution in China C. Fan et al. 10.3390/rs12101613
- Satellite-Based Aerosol Classification for Capital Cities in Asia Using a Random Forest Model W. Choi et al. 10.3390/rs13132464
- TROPOspheric Monitoring Instrument observations of total column water vapour: Algorithm and validation K. Chan et al. 10.1016/j.scitotenv.2022.153232
- FALL3D-8.0: a computational model for atmospheric transport and deposition of particles, aerosols and radionuclides – Part 2: Model validation A. Prata et al. 10.5194/gmd-14-409-2021
- iFit: A simple method for measuring volcanic SO2 without a measured Fraunhofer reference spectrum B. Esse et al. 10.1016/j.jvolgeores.2020.107000
- Approach to enhance trace gas determinations through multi-satellite data fusion E. Weisz & W. Menzel 10.1117/1.JRS.14.044519
- Anthropogenic and volcanic point source SO<sub>2</sub> emissions derived from TROPOMI on board Sentinel-5 Precursor: first results V. Fioletov et al. 10.5194/acp-20-5591-2020
- Towards Global Volcano Monitoring Using Multisensor Sentinel Missions and Artificial Intelligence: The MOUNTS Monitoring System S. Valade et al. 10.3390/rs11131528
- Editorial for the Special Issue “Remote Sensing of Atmospheric Components and Water Vapor” V. Cachorro & M. Antón 10.3390/rs12132074
- SO<sub>2</sub> and BrO emissions of Masaya volcano from 2014 to 2020 F. Dinger et al. 10.5194/acp-21-9367-2021
- Evaluating the state-of-the-art in remote volcanic eruption characterization Part I: Raikoke volcano, Kuril Islands K. McKee et al. 10.1016/j.jvolgeores.2021.107354
- Inconsistencies in sulfur dioxide emissions from the Canadian oil sands and potential implications C. McLinden et al. 10.1088/1748-9326/abcbbb
- Investigation of Aerosol Peak Height Effect on PBL and Volcanic Air Mass Factors for SO2 Column Retrieval from Space-Borne Hyperspectral UV Sensors W. Choi et al. 10.3390/rs12091459
- Recommendations for spectral fitting of SO<sub>2</sub> from miniature multi-axis differential optical absorption spectroscopy (MAX-DOAS) measurements Z. Davis & R. McLaren 10.5194/amt-13-3993-2020
- Impact of using a new ultraviolet ozone absorption cross-section dataset on OMI ozone profile retrievals J. Bak et al. 10.5194/amt-13-5845-2020
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- Global monitoring of volcanic SO2 degassing with unprecedented resolution from TROPOMI onboard Sentinel-5 Precursor N. Theys et al. 10.1038/s41598-019-39279-y
- Overview: Estimating and reporting uncertainties in remotely sensed atmospheric composition and temperature T. von Clarmann et al. 10.5194/amt-13-4393-2020
- Satellite‐Observed Changes in Mexico's Offshore Gas Flaring Activity Linked to Oil/Gas Regulations Y. Zhang et al. 10.1029/2018GL081145
- Initial constraints on triggering mechanisms of the eruption of Fuego volcano (Guatemala) from 3 June 2018 using IASI satellite data F. Pardini et al. 10.1016/j.jvolgeores.2019.03.014
- EUNADICS-AV early warning system dedicated to supporting aviation in the case of a crisis from natural airborne hazards and radionuclide clouds H. Brenot et al. 10.5194/nhess-21-3367-2021
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- Ensemble-Based Data Assimilation of Volcanic Ash Clouds from Satellite Observations: Application to the 24 December 2018 Mt. Etna Explosive Eruption F. Pardini et al. 10.3390/atmos11040359
- Interpolation-Based Fusion of Sentinel-5P, SRTM, and Regulatory-Grade Ground Stations Data for Producing Spatially Continuous Maps of PM2.5 Concentrations Nationwide over Thailand S. Han et al. 10.3390/atmos13020161
- Effect of Error in SO2 Slant Column Density on the Accuracy of SO2 Transport Flow Rate Estimates Based on GEMS Synthetic Radiances J. Park et al. 10.3390/rs13153047
- A sulfur dioxide Covariance-Based Retrieval Algorithm (COBRA): application to TROPOMI reveals new emission sources N. Theys et al. 10.5194/acp-21-16727-2021
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- Algorithm theoretical baseline for formaldehyde retrievals from S5P TROPOMI and from the QA4ECV project I. De Smedt et al. 10.5194/amt-11-2395-2018
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- The 2019 Raikoke volcanic eruption – Part 1: Dispersion model simulations and satellite retrievals of volcanic sulfur dioxide J. de Leeuw et al. 10.5194/acp-21-10851-2021
- Lava Volume from Remote Sensing Data: Comparisons with Reverse Petrological Approaches for Two Types of Effusive Eruption P. Verdurme et al. 10.3390/rs14020323
- Insights into the 9 December 2019 eruption of Whakaari/White Island from analysis of TROPOMI SO 2 imagery M. Burton et al. 10.1126/sciadv.abg1218
- Tropospheric Volcanic SO2 Mass and Flux Retrievals from Satellite. The Etna December 2018 Eruption S. Corradini et al. 10.3390/rs13112225
- Urban nexus and transformative pathways towards a resilient Gauteng City-Region, South Africa L. Nhamo et al. 10.1016/j.cities.2021.103266
- Evaluating the state-of-the-art in remote volcanic eruption characterization Part II: Ulawun volcano, Papua New Guinea K. McKee et al. 10.1016/j.jvolgeores.2021.107381
- Particle aging and aerosol–radiation interaction affect volcanic plume dispersion: evidence from the Raikoke 2019 eruption L. Muser et al. 10.5194/acp-20-15015-2020
- SO2 emissions, plume heights and magmatic processes inferred from satellite data: The 2015 Calbuco eruptions F. Pardini et al. 10.1016/j.jvolgeores.2018.08.001
- Exploiting Sentinel-5P TROPOMI and Ground Sensor Data for the Detection of Volcanic SO2 Plumes and Activity in 2018–2021 at Stromboli, Italy A. Cofano et al. 10.3390/s21216991
- Intercomparison of four airborne imaging DOAS systems for tropospheric NO<sub>2</sub> mapping – the AROMAPEX campaign F. Tack et al. 10.5194/amt-12-211-2019
- High-resolution mapping of SO2 using airborne observations from the GeoTASO instrument during the KORUS-AQ field study: PCA-based vertical column retrievals H. Chong et al. 10.1016/j.rse.2020.111725
66 citations as recorded by crossref.
- Updated SO<sub>2</sub> emission estimates over China using OMI/Aura observations M. Koukouli et al. 10.5194/amt-11-1817-2018
- Retrieval of volcanic SO<sub>2</sub> from HIRS/2 using optimal estimation G. Miles et al. 10.5194/amt-10-2687-2017
- Five decades observing Earth’s atmospheric trace gases using ultraviolet and visible backscatter solar radiation from space G. Gonzalez Abad et al. 10.1016/j.jqsrt.2019.04.030
- Version 2 Ozone Monitoring Instrument SO<sub>2</sub> product (OMSO2 V2): new anthropogenic SO<sub>2</sub> vertical column density dataset C. Li et al. 10.5194/amt-13-6175-2020
- Applying FP_ILM to the retrieval of geometry-dependent effective Lambertian equivalent reflectivity (GE_LER) daily maps from UVN satellite measurements D. Loyola et al. 10.5194/amt-13-985-2020
- The operational cloud retrieval algorithms from TROPOMI on board Sentinel-5 Precursor D. Loyola et al. 10.5194/amt-11-409-2018
- Volcanic SO2 plume height retrieval from UV sensors using a full-physics inverse learning machine algorithm D. Efremenko et al. 10.1080/01431161.2017.1348644
- Temporal variations of plume activities before the 8 October 2016 eruption of Aso volcano, Japan, detected by ground-based and satellite measurements M. Morita 10.1186/s40623-019-0986-x
- An improved air mass factor calculation for nitrogen dioxide measurements from the Global Ozone Monitoring Experiment-2 (GOME-2) S. Liu et al. 10.5194/amt-13-755-2020
- SO 2 Emission Estimates Using OMI SO 2 Retrievals for 2005–2017 Z. Qu et al. 10.1029/2019JD030243
- Sulfur dioxide layer height retrieval from Sentinel-5 Precursor/TROPOMI using FP_ILM P. Hedelt et al. 10.5194/amt-12-5503-2019
- Seismicity and outgassing dynamics of Nyiragongo volcano J. Barrière et al. 10.1016/j.epsl.2019.115821
- Tracking aerosols and SO<sub>2</sub> clouds from the Raikoke eruption: 3D view from satellite observations N. Gorkavyi et al. 10.5194/amt-14-7545-2021
- Forecasting, Detecting, and Tracking Volcanic Eruptions from Space M. Poland et al. 10.1007/s41976-020-00034-x
- Changes in Atmospheric, Meteorological, and Ocean Parameters Associated with the 12 January 2020 Taal Volcanic Eruption F. Jing et al. 10.3390/rs12061026
- Probabilistic retrieval of volcanic SO<sub>2</sub> layer height and partial column density using the Cross-track Infrared Sounder (CrIS) D. Hyman & M. Pavolonis 10.5194/amt-13-5891-2020
- Spatiotemporal distributions of ambient SO2 across China based on satellite retrievals and ground observations: Substantial decrease in human exposure during 2013–2016 H. Zhang et al. 10.1016/j.envres.2019.108795
- Changes in stratospheric aerosol extinction coefficient after the 2018 Ambae eruption as seen by OMPS-LP and MAECHAM5-HAM E. Malinina et al. 10.5194/acp-21-14871-2021
- Full-coverage spatiotemporal mapping of ambient PM2.5 and PM10 over China from Sentinel-5P and assimilated datasets: Considering the precursors and chemical compositions Y. Wang et al. 10.1016/j.scitotenv.2021.148535
- Aerial strategies advance volcanic gas measurements at inaccessible, strongly degassing volcanoes E. Liu et al. 10.1126/sciadv.abb9103
- Investigation of the Effect of Spectral Fitting Windows on the SO2 Retrieval Based on the Radiance Simulation Using Principle Component Analysis J. Yang et al. 10.5572/KOSAE.2018.34.6.792
- Analysis of properties of the 19 February 2018 volcanic eruption of Mount Sinabung in S5P/TROPOMI and Himawari-8 satellite data A. de Laat et al. 10.5194/nhess-20-1203-2020
- Evaluating Sentinel-5P TROPOMI tropospheric NO<sub>2</sub> column densities with airborne and Pandora spectrometers near New York City and Long Island Sound L. Judd et al. 10.5194/amt-13-6113-2020
- Day–Night Monitoring of Volcanic SO2 and Ash Clouds for Aviation Avoidance at Northern Polar Latitudes N. Krotkov et al. 10.3390/rs13194003
- The Impact of the Control Measures during the COVID-19 Outbreak on Air Pollution in China C. Fan et al. 10.3390/rs12101613
- Satellite-Based Aerosol Classification for Capital Cities in Asia Using a Random Forest Model W. Choi et al. 10.3390/rs13132464
- TROPOspheric Monitoring Instrument observations of total column water vapour: Algorithm and validation K. Chan et al. 10.1016/j.scitotenv.2022.153232
- FALL3D-8.0: a computational model for atmospheric transport and deposition of particles, aerosols and radionuclides – Part 2: Model validation A. Prata et al. 10.5194/gmd-14-409-2021
- iFit: A simple method for measuring volcanic SO2 without a measured Fraunhofer reference spectrum B. Esse et al. 10.1016/j.jvolgeores.2020.107000
- Approach to enhance trace gas determinations through multi-satellite data fusion E. Weisz & W. Menzel 10.1117/1.JRS.14.044519
- Anthropogenic and volcanic point source SO<sub>2</sub> emissions derived from TROPOMI on board Sentinel-5 Precursor: first results V. Fioletov et al. 10.5194/acp-20-5591-2020
- Towards Global Volcano Monitoring Using Multisensor Sentinel Missions and Artificial Intelligence: The MOUNTS Monitoring System S. Valade et al. 10.3390/rs11131528
- Editorial for the Special Issue “Remote Sensing of Atmospheric Components and Water Vapor” V. Cachorro & M. Antón 10.3390/rs12132074
- SO<sub>2</sub> and BrO emissions of Masaya volcano from 2014 to 2020 F. Dinger et al. 10.5194/acp-21-9367-2021
- Evaluating the state-of-the-art in remote volcanic eruption characterization Part I: Raikoke volcano, Kuril Islands K. McKee et al. 10.1016/j.jvolgeores.2021.107354
- Inconsistencies in sulfur dioxide emissions from the Canadian oil sands and potential implications C. McLinden et al. 10.1088/1748-9326/abcbbb
- Investigation of Aerosol Peak Height Effect on PBL and Volcanic Air Mass Factors for SO2 Column Retrieval from Space-Borne Hyperspectral UV Sensors W. Choi et al. 10.3390/rs12091459
- Recommendations for spectral fitting of SO<sub>2</sub> from miniature multi-axis differential optical absorption spectroscopy (MAX-DOAS) measurements Z. Davis & R. McLaren 10.5194/amt-13-3993-2020
- Impact of using a new ultraviolet ozone absorption cross-section dataset on OMI ozone profile retrievals J. Bak et al. 10.5194/amt-13-5845-2020
- A First Approach to Aerosol Classification Using Space-Borne Measurement Data: Machine Learning-Based Algorithm and Evaluation W. Choi et al. 10.3390/rs13040609
- An evaluation of the ability of the Ozone Monitoring Instrument (OMI) to observe boundary layer ozone pollution across China: application to 2005–2017 ozone trends L. Shen et al. 10.5194/acp-19-6551-2019
- Gas Flaring: A Review Focused On Its Analysis From Space M. Faruolo et al. 10.1109/MGRS.2020.3007232
- Global monitoring of volcanic SO2 degassing with unprecedented resolution from TROPOMI onboard Sentinel-5 Precursor N. Theys et al. 10.1038/s41598-019-39279-y
- Overview: Estimating and reporting uncertainties in remotely sensed atmospheric composition and temperature T. von Clarmann et al. 10.5194/amt-13-4393-2020
- Satellite‐Observed Changes in Mexico's Offshore Gas Flaring Activity Linked to Oil/Gas Regulations Y. Zhang et al. 10.1029/2018GL081145
- Initial constraints on triggering mechanisms of the eruption of Fuego volcano (Guatemala) from 3 June 2018 using IASI satellite data F. Pardini et al. 10.1016/j.jvolgeores.2019.03.014
- EUNADICS-AV early warning system dedicated to supporting aviation in the case of a crisis from natural airborne hazards and radionuclide clouds H. Brenot et al. 10.5194/nhess-21-3367-2021
- A data-augmentation approach to deriving long-term surface SO2 across Northern China: Implications for interpretable machine learning S. Zhang et al. 10.1016/j.scitotenv.2022.154278
- Ensemble-Based Data Assimilation of Volcanic Ash Clouds from Satellite Observations: Application to the 24 December 2018 Mt. Etna Explosive Eruption F. Pardini et al. 10.3390/atmos11040359
- Interpolation-Based Fusion of Sentinel-5P, SRTM, and Regulatory-Grade Ground Stations Data for Producing Spatially Continuous Maps of PM2.5 Concentrations Nationwide over Thailand S. Han et al. 10.3390/atmos13020161
- Effect of Error in SO2 Slant Column Density on the Accuracy of SO2 Transport Flow Rate Estimates Based on GEMS Synthetic Radiances J. Park et al. 10.3390/rs13153047
- A sulfur dioxide Covariance-Based Retrieval Algorithm (COBRA): application to TROPOMI reveals new emission sources N. Theys et al. 10.5194/acp-21-16727-2021
- Evaluating the assimilation of S5P/TROPOMI near real-time SO<sub>2</sub> 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
- Algorithm theoretical baseline for formaldehyde retrievals from S5P TROPOMI and from the QA4ECV project I. De Smedt et al. 10.5194/amt-11-2395-2018
- Trends in Vessel Atmospheric Emissions in the Central Mediterranean over the Last 10 Years and during the COVID-19 Outbreak M. Saliba et al. 10.3390/jmse9070762
- The 2019 Raikoke volcanic eruption – Part 1: Dispersion model simulations and satellite retrievals of volcanic sulfur dioxide J. de Leeuw et al. 10.5194/acp-21-10851-2021
- Lava Volume from Remote Sensing Data: Comparisons with Reverse Petrological Approaches for Two Types of Effusive Eruption P. Verdurme et al. 10.3390/rs14020323
- Insights into the 9 December 2019 eruption of Whakaari/White Island from analysis of TROPOMI SO 2 imagery M. Burton et al. 10.1126/sciadv.abg1218
- Tropospheric Volcanic SO2 Mass and Flux Retrievals from Satellite. The Etna December 2018 Eruption S. Corradini et al. 10.3390/rs13112225
- Urban nexus and transformative pathways towards a resilient Gauteng City-Region, South Africa L. Nhamo et al. 10.1016/j.cities.2021.103266
- Evaluating the state-of-the-art in remote volcanic eruption characterization Part II: Ulawun volcano, Papua New Guinea K. McKee et al. 10.1016/j.jvolgeores.2021.107381
- Particle aging and aerosol–radiation interaction affect volcanic plume dispersion: evidence from the Raikoke 2019 eruption L. Muser et al. 10.5194/acp-20-15015-2020
- SO2 emissions, plume heights and magmatic processes inferred from satellite data: The 2015 Calbuco eruptions F. Pardini et al. 10.1016/j.jvolgeores.2018.08.001
- Exploiting Sentinel-5P TROPOMI and Ground Sensor Data for the Detection of Volcanic SO2 Plumes and Activity in 2018–2021 at Stromboli, Italy A. Cofano et al. 10.3390/s21216991
- Intercomparison of four airborne imaging DOAS systems for tropospheric NO<sub>2</sub> mapping – the AROMAPEX campaign F. Tack et al. 10.5194/amt-12-211-2019
- High-resolution mapping of SO2 using airborne observations from the GeoTASO instrument during the KORUS-AQ field study: PCA-based vertical column retrievals H. Chong et al. 10.1016/j.rse.2020.111725
Latest update: 06 Feb 2023
Short summary
This paper provides a thorough description of the algorithm to retrieve SO2 columns from TROPOMI/Sentinel-5 Precursor measurements. The different algorithmic steps including error analysis are detailed. Scientific verification of the algorithm and validation needs are also discussed.
This paper provides a thorough description of the algorithm to retrieve SO2 columns from...
Special issue