Articles | Volume 11, issue 1
https://doi.org/10.5194/amt-11-409-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Special issue:
https://doi.org/10.5194/amt-11-409-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
The operational cloud retrieval algorithms from TROPOMI on board Sentinel-5 Precursor
German Aerospace Centre (DLR), Remote Sensing Technology Institute,
Oberpfaffenhofen, 82234 Wessling, Germany
Sebastián Gimeno García
German Aerospace Centre (DLR), Remote Sensing Technology Institute,
Oberpfaffenhofen, 82234 Wessling, Germany
Ronny Lutz
German Aerospace Centre (DLR), Remote Sensing Technology Institute,
Oberpfaffenhofen, 82234 Wessling, Germany
Athina Argyrouli
Technical University of Munich, TUM Department of Civil, Geo and
Environmental Engineering, Chair of Remote Sensing Technology,
Munich,
Germany
German Aerospace Centre (DLR), Remote Sensing Technology Institute,
Oberpfaffenhofen, 82234 Wessling, Germany
Fabian Romahn
German Aerospace Centre (DLR), Remote Sensing Technology Institute,
Oberpfaffenhofen, 82234 Wessling, Germany
Robert J. D. Spurr
RT Solutions, Inc., 9 Channing Street, Cambridge, MA 02138, USA
Mattia Pedergnana
German Aerospace Centre (DLR), Remote Sensing Technology Institute,
Oberpfaffenhofen, 82234 Wessling, Germany
Adrian Doicu
German Aerospace Centre (DLR), Remote Sensing Technology Institute,
Oberpfaffenhofen, 82234 Wessling, Germany
Víctor Molina García
German Aerospace Centre (DLR), Remote Sensing Technology Institute,
Oberpfaffenhofen, 82234 Wessling, Germany
Olena Schüssler
German Aerospace Centre (DLR), Remote Sensing Technology Institute,
Oberpfaffenhofen, 82234 Wessling, Germany
Viewed
Total article views: 4,735 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 15 May 2017)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
2,962 | 1,684 | 89 | 4,735 | 127 | 121 |
- HTML: 2,962
- PDF: 1,684
- XML: 89
- Total: 4,735
- BibTeX: 127
- EndNote: 121
Total article views: 3,774 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 18 Jan 2018)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
2,395 | 1,308 | 71 | 3,774 | 117 | 104 |
- HTML: 2,395
- PDF: 1,308
- XML: 71
- Total: 3,774
- BibTeX: 117
- EndNote: 104
Total article views: 961 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 15 May 2017)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
567 | 376 | 18 | 961 | 10 | 17 |
- HTML: 567
- PDF: 376
- XML: 18
- Total: 961
- BibTeX: 10
- EndNote: 17
Viewed (geographical distribution)
Total article views: 4,735 (including HTML, PDF, and XML)
Thereof 4,601 with geography defined
and 134 with unknown origin.
Total article views: 3,774 (including HTML, PDF, and XML)
Thereof 3,663 with geography defined
and 111 with unknown origin.
Total article views: 961 (including HTML, PDF, and XML)
Thereof 938 with geography defined
and 23 with unknown origin.
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Cited
91 citations as recorded by crossref.
- Radiative transfer acceleration based on the principal component analysis and lookup table of corrections: optimization and application to UV ozone profile retrievals J. Bak et al. 10.5194/amt-14-2659-2021
- An improved TROPOMI tropospheric NO<sub>2</sub> research product over Europe S. Liu et al. 10.5194/amt-14-7297-2021
- Improved convective cloud differential (CCD) tropospheric ozone from S5P-TROPOMI satellite data using local cloud fields S. Maratt Satheesan et al. 10.5194/amt-17-6459-2024
- High Spatial Resolution Ozone Profiles Retrieved from the First Chinese Ultraviolet–Visible Hyperspectral Satellite Instrument F. Zhao et al. 10.1016/j.eng.2023.02.020
- Scalable data processing and visualization service of Sentinel 5P for Earth Observations Data Cubes H. Astsatryan et al. 10.1007/s12517-023-11672-y
- Trends of CO and NO2 Pollutants in Iran during COVID-19 Pandemic Using Timeseries Sentinel-5 Images in Google Earth Engine S. Shami et al. 10.3390/pollutants2020012
- Neural network radiative transfer for imaging spectroscopy B. Bue et al. 10.5194/amt-12-2567-2019
- Validation of tropospheric NO<sub>2</sub> column measurements of GOME-2A and OMI using MAX-DOAS and direct sun network observations G. Pinardi et al. 10.5194/amt-13-6141-2020
- Joint spectral retrievals of ozone with Suomi NPP CrIS augmented by S5P/TROPOMI E. Malina et al. 10.5194/amt-17-5341-2024
- Comparison of TROPOMI NO2, CO, HCHO, and SO2 data against ground‐level measurements in close proximity to large anthropogenic emission sources in the example of Ukraine M. Savenets et al. 10.1002/met.2108
- Intercomparison of Sentinel-5P TROPOMI cloud products for tropospheric trace gas retrievals M. Latsch et al. 10.5194/amt-15-6257-2022
- Lightning‐Produced Nitrogen Oxides Per Flash Length Obtained by Using TROPOMI Observations and the Ebro Lightning Mapping Array F. Pérez‐Invernón et al. 10.1029/2023GL104699
- First evaluation of the GEMS formaldehyde product against TROPOMI and ground-based column measurements during the in-orbit test period G. Lee et al. 10.5194/acp-24-4733-2024
- Monitoring Trends of CO, NO2, SO2, and O3 Pollutants Using Time-Series Sentinel-5 Images Based on Google Earth Engine M. Kazemi Garajeh et al. 10.3390/pollutants3020019
- Improved retrieval of SO2 plume height from TROPOMI using an iterative Covariance-Based Retrieval Algorithm N. Theys et al. 10.5194/amt-15-4801-2022
- Global Formaldehyde Products From the Ozone Mapping and Profiler Suite (OMPS) Nadir Mappers on Suomi NPP and NOAA‐20 C. Nowlan et al. 10.1029/2022EA002643
- A cloud algorithm based on the O2-O2 477 nm absorption band featuring an advanced spectral fitting method and the use of surface geometry-dependent Lambertian-equivalent reflectivity A. Vasilkov et al. 10.5194/amt-11-4093-2018
- Retrieval of liquid water cloud properties from POLDER-3 measurements using a neural network ensemble approach A. Di Noia et al. 10.5194/amt-12-1697-2019
- Impact of 3D cloud structures on the atmospheric trace gas products from UV–Vis sounders – Part 2: Impact on NO2 retrieval and mitigation strategies H. Yu et al. 10.5194/amt-15-5743-2022
- An advanced spatial coregistration of cloud properties for the atmospheric Sentinel missions: application to TROPOMI A. Argyrouli et al. 10.5194/amt-17-6345-2024
- Spectral replacement using machine learning methods for continuous mapping of the Geostationary Environment Monitoring Spectrometer (GEMS) Y. Lee et al. 10.5194/amt-16-153-2023
- Monitoring and assimilation tests with TROPOMI data in the CAMS system: near-real-time total column ozone A. Inness et al. 10.5194/acp-19-3939-2019
- Estimation of Surface NO2 Concentrations over Germany from TROPOMI Satellite Observations Using a Machine Learning Method K. Chan et al. 10.3390/rs13050969
- TROPOMI tropospheric ozone column data: geophysical assessment and comparison to ozonesondes, GOME-2B and OMI D. Hubert et al. 10.5194/amt-14-7405-2021
- TROPOMI–Sentinel-5 Precursor formaldehyde validation using an extensive network of ground-based Fourier-transform infrared stations C. Vigouroux et al. 10.5194/amt-13-3751-2020
- 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
- A novel physics-based cloud retrieval algorithm based on neural networks (CRANN) from hyperspectral measurements in the O2-O2 band W. Wang et al. 10.1016/j.rse.2024.114267
- An improved total and tropospheric NO<sub>2</sub> column retrieval for GOME-2 S. Liu et al. 10.5194/amt-12-1029-2019
- MICRU: an effective cloud fraction algorithm designed for UV–vis satellite instruments with large viewing angles H. Sihler et al. 10.5194/amt-14-3989-2021
- Ozone profile retrieval from nadir TROPOMI measurements in the UV range N. Mettig et al. 10.5194/amt-14-6057-2021
- 基于EMI-Ⅱ的火山区域二氧化硫反演研究 钱. Qian Yuanyuan et al. 10.3788/AOS221398
- A Cloud Identification Method Based on Spectral and Textural Characteristics of Oxygen A Band in TROPOMI Imagery Z. Guo et al. 10.1109/TGRS.2023.3336655
- 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
- Physical Parameterization of Hyperspectral Reflectance in the Oxygen A-Band for Single-Layer Water Clouds J. Yang et al. 10.3390/rs12142252
- Global Observations of Tropospheric Bromine Monoxide (BrO) Columns From TROPOMI Y. Chen et al. 10.1029/2023JD039091
- New observations of NO<sub>2</sub> in the upper troposphere from TROPOMI E. Marais et al. 10.5194/amt-14-2389-2021
- Using machine learning approach to reproduce the measured feature and understand the model-to-measurement discrepancy of atmospheric formaldehyde H. Yin et al. 10.1016/j.scitotenv.2022.158271
- First observation of tropospheric nitrogen dioxide from the Environmental Trace Gases Monitoring Instrument onboard the GaoFen-5 satellite C. Zhang et al. 10.1038/s41377-020-0306-z
- A new accurate retrieval algorithm of bromine monoxide columns inside minor volcanic plumes from Sentinel-5P TROPOMI observations S. Warnach et al. 10.5194/amt-16-5537-2023
- Effect of solar zenith angle on satellite cloud retrievals based on O2–O2 absorption band G. Kim et al. 10.1080/01431161.2021.1890267
- Development and Application of HECORA Cloud Retrieval Algorithm Based On the O2-O2 477 nm Absorption Band S. Wang et al. 10.3390/rs12183039
- Two Machine Learning Based Schemes for Solving Direct and Inverse Problems of Radiative Transfer Theory D. Efremenko et al. 10.51130/graphicon-2020-2-3-45
- Impact of 3D cloud structures on the atmospheric trace gas products from UV–Vis sounders – Part 1: Synthetic dataset for validation of trace gas retrieval algorithms C. Emde et al. 10.5194/amt-15-1587-2022
- Hyperspectral Satellite Remote Sensing of Aerosol Parameters: Sensitivity Analysis and Application to TROPOMI/S5P L. Rao et al. 10.3389/fenvs.2021.770662
- Impact of 3D cloud structures on the atmospheric trace gas products from UV–Vis sounders – Part 3: Bias estimate using synthetic and observational data A. Kylling et al. 10.5194/amt-15-3481-2022
- 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
- Monitoring of urban ecological environment including air quality using satellite imagery Y. Wang et al. 10.1371/journal.pone.0266759
- Air quality impacts of COVID-19 lockdown measures detected from space using high spatial resolution observations of multiple trace gases from Sentinel-5P/TROPOMI P. Levelt et al. 10.5194/acp-22-10319-2022
- Cloud parameter retrieval for Environmental trace gases Monitoring Instrument (EMI) using the O2-O2 absorption band T. Yang et al. 10.1016/j.atmosres.2022.106597
- 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
- First results of cloud retrieval from the Geostationary Environmental Monitoring Spectrometer B. Kim et al. 10.5194/amt-17-453-2024
- Spatiotemporal Geostatistical Analysis and Global Mapping of CH4 Columns from GOSAT Observations L. Li et al. 10.3390/rs14030654
- Discrete Ordinate Radiative Transfer Model With the Neural Network Based Eigenvalue Solver: proof Of Concept D. Efremenko 10.33383/2020-075
- Three-Dimensional Distribution of Biomass Burning Aerosols from Australian Wildfires Observed by TROPOMI Satellite Observations F. Lemmouchi et al. 10.3390/rs14112582
- Kilometer-level glyoxal retrieval via satellite for anthropogenic volatile organic compound emission source and secondary organic aerosol formation identification Y. Chen et al. 10.1016/j.rse.2021.112852
- Atmospheric Impacts of COVID-19 on NOx and VOC Levels over China Based on TROPOMI and IASI Satellite Data and Modeling T. Stavrakou et al. 10.3390/atmos12080946
- A neural network radiative transfer model approach applied to the Tropospheric Monitoring Instrument aerosol height algorithm S. Nanda et al. 10.5194/amt-12-6619-2019
- Aerosol Parameters Retrieval From TROPOMI/S5P Using Physics-Based Neural Networks L. Rao et al. 10.1109/JSTARS.2022.3196843
- Evaluation of the Potential of Sentinel-5P TROPOMI and AIS Marine Traffic Data for the Monitoring of Anthropogenic Activity and Maritime Transport NOx-Emissions in Canary Islands Waters M. Rodriguez Valido et al. 10.3390/su15054632
- Nitrogen dioxide decline and rebound observed by GOME-2 and TROPOMI during COVID-19 pandemic S. Liu et al. 10.1007/s11869-021-01046-2
- The Global Ozone Monitoring Experiment: review of in-flight performance and new reprocessed 1995–2011 level 1 product M. Coldewey-Egbers et al. 10.5194/amt-11-5237-2018
- 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
- A new Orbiting Carbon Observatory 2 cloud flagging method and rapid retrieval of marine boundary layer cloud properties M. Richardson et al. 10.5194/amt-13-4947-2020
- Global Ozone Monitoring Experiment-2 (GOME-2) daily and monthly level-3 products of atmospheric trace gas columns K. Chan et al. 10.5194/essd-15-1831-2023
- Structure and water attachment rates of ice in the atmosphere: role of nitrogen P. Llombart et al. 10.1039/C9CP03728D
- An aerosol odyssey: Navigating nutrient flux changes to marine ecosystems D. Hamilton et al. 10.1525/elementa.2023.00037
- Satellite remote-sensing capability to assess tropospheric-column ratios of formaldehyde and nitrogen dioxide: case study during the Long Island Sound Tropospheric Ozone Study 2018 (LISTOS 2018) field campaign M. Johnson et al. 10.5194/amt-16-2431-2023
- TROPOMI/S5P total ozone column data: global ground-based validation and consistency with other satellite missions K. Garane et al. 10.5194/amt-12-5263-2019
- A Review of Dimensionality Reduction Techniques for Processing Hyper-Spectral Optical Signal A. del Águila et al. 10.33383/2019-017
- 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
- Comparative assessment of TROPOMI and OMI formaldehyde observations and validation against MAX-DOAS network column measurements I. De Smedt et al. 10.5194/acp-21-12561-2021
- An improved TROPOMI tropospheric HCHO retrieval over China W. Su et al. 10.5194/amt-13-6271-2020
- TROPOMI aerosol products: evaluation and observations of synoptic-scale carbonaceous aerosol plumes during 2018–2020 O. Torres et al. 10.5194/amt-13-6789-2020
- A method for random uncertainties validation and probing the natural variability with application to TROPOMI on board Sentinel-5P total ozone measurements V. Sofieva et al. 10.5194/amt-14-2993-2021
- Tropospheric ozone retrieval by a combination of TROPOMI/S5P measurements with BASCOE assimilated data K. Heue et al. 10.5194/amt-15-5563-2022
- The New Potential of Deep Convective Clouds as a Calibration Target for a Geostationary UV/VIS Hyperspectral Spectrometer Y. Lee et al. 10.3390/rs12030446
- Remote Sensing of Tropospheric Ozone from Space: Progress and Challenges J. Xu et al. 10.34133/remotesensing.0178
- A Machine Learning-Based Multiple Cloud Vertical Structure Parameter Prediction Algorithm Only Using OCO-2 Oxygen A-Band Measurements Y. Lei et al. 10.3390/rs15123142
- 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
- Cloud products from the Earth Polychromatic Imaging Camera (EPIC): algorithms and initial evaluation Y. Yang et al. 10.5194/amt-12-2019-2019
- MAX-DOAS measurements of tropospheric NO<sub>2</sub> and HCHO in Munich and the comparison to OMI and TROPOMI satellite observations K. Chan et al. 10.5194/amt-13-4499-2020
- TROPOspheric Monitoring Instrument observations of total column water vapour: Algorithm and validation K. Chan et al. 10.1016/j.scitotenv.2022.153232
- Cloud-top pressure retrieval with DSCOVR EPIC oxygen A- and B-band observations B. Yin et al. 10.5194/amt-13-5259-2020
- TROPOMI/S5P Total Column Water Vapor validation against AERONET ground-based measurements K. Garane et al. 10.5194/amt-16-57-2023
- Evaluation of total ozone measurements from Geostationary Environmental Monitoring Spectrometer (GEMS) K. Baek et al. 10.5194/amt-16-5461-2023
- Cloud top heights and aerosol columnar properties from combined EarthCARE lidar and imager observations: the AM-CTH and AM-ACD products M. Haarig et al. 10.5194/amt-16-5953-2023
- Development of an Algorithm for the Simultaneous Retrieval of Cloud-Top Height and Cloud Optical Thickness Combining Radiative Transfer and Multisource Satellite Information From O₄ Hyperspectral Measurements W. Wang et al. 10.1109/TGRS.2024.3385030
- Quantification of lightning-produced NO<sub><i>x</i></sub> over the Pyrenees and the Ebro Valley by using different TROPOMI-NO<sub>2</sub> and cloud research products F. Pérez-Invernón et al. 10.5194/amt-15-3329-2022
- Validation of the Sentinel-5 Precursor TROPOMI cloud data with Cloudnet, Aura OMI O<sub>2</sub>–O<sub>2</sub>, MODIS, and Suomi-NPP VIIRS S. Compernolle et al. 10.5194/amt-14-2451-2021
- Tropospheric NO2 retrieval algorithm for geostationary satellite instruments: applications to GEMS S. Seo et al. 10.5194/amt-17-6163-2024
- OMI Satellite and Ground-Based Pandora Observations and Their Application to Surface NO2 Estimations at Terrestrial and Marine Sites D. Kollonige et al. 10.1002/2017JD026518
90 citations as recorded by crossref.
- Radiative transfer acceleration based on the principal component analysis and lookup table of corrections: optimization and application to UV ozone profile retrievals J. Bak et al. 10.5194/amt-14-2659-2021
- An improved TROPOMI tropospheric NO<sub>2</sub> research product over Europe S. Liu et al. 10.5194/amt-14-7297-2021
- Improved convective cloud differential (CCD) tropospheric ozone from S5P-TROPOMI satellite data using local cloud fields S. Maratt Satheesan et al. 10.5194/amt-17-6459-2024
- High Spatial Resolution Ozone Profiles Retrieved from the First Chinese Ultraviolet–Visible Hyperspectral Satellite Instrument F. Zhao et al. 10.1016/j.eng.2023.02.020
- Scalable data processing and visualization service of Sentinel 5P for Earth Observations Data Cubes H. Astsatryan et al. 10.1007/s12517-023-11672-y
- Trends of CO and NO2 Pollutants in Iran during COVID-19 Pandemic Using Timeseries Sentinel-5 Images in Google Earth Engine S. Shami et al. 10.3390/pollutants2020012
- Neural network radiative transfer for imaging spectroscopy B. Bue et al. 10.5194/amt-12-2567-2019
- Validation of tropospheric NO<sub>2</sub> column measurements of GOME-2A and OMI using MAX-DOAS and direct sun network observations G. Pinardi et al. 10.5194/amt-13-6141-2020
- Joint spectral retrievals of ozone with Suomi NPP CrIS augmented by S5P/TROPOMI E. Malina et al. 10.5194/amt-17-5341-2024
- Comparison of TROPOMI NO2, CO, HCHO, and SO2 data against ground‐level measurements in close proximity to large anthropogenic emission sources in the example of Ukraine M. Savenets et al. 10.1002/met.2108
- Intercomparison of Sentinel-5P TROPOMI cloud products for tropospheric trace gas retrievals M. Latsch et al. 10.5194/amt-15-6257-2022
- Lightning‐Produced Nitrogen Oxides Per Flash Length Obtained by Using TROPOMI Observations and the Ebro Lightning Mapping Array F. Pérez‐Invernón et al. 10.1029/2023GL104699
- First evaluation of the GEMS formaldehyde product against TROPOMI and ground-based column measurements during the in-orbit test period G. Lee et al. 10.5194/acp-24-4733-2024
- Monitoring Trends of CO, NO2, SO2, and O3 Pollutants Using Time-Series Sentinel-5 Images Based on Google Earth Engine M. Kazemi Garajeh et al. 10.3390/pollutants3020019
- Improved retrieval of SO2 plume height from TROPOMI using an iterative Covariance-Based Retrieval Algorithm N. Theys et al. 10.5194/amt-15-4801-2022
- Global Formaldehyde Products From the Ozone Mapping and Profiler Suite (OMPS) Nadir Mappers on Suomi NPP and NOAA‐20 C. Nowlan et al. 10.1029/2022EA002643
- A cloud algorithm based on the O2-O2 477 nm absorption band featuring an advanced spectral fitting method and the use of surface geometry-dependent Lambertian-equivalent reflectivity A. Vasilkov et al. 10.5194/amt-11-4093-2018
- Retrieval of liquid water cloud properties from POLDER-3 measurements using a neural network ensemble approach A. Di Noia et al. 10.5194/amt-12-1697-2019
- Impact of 3D cloud structures on the atmospheric trace gas products from UV–Vis sounders – Part 2: Impact on NO2 retrieval and mitigation strategies H. Yu et al. 10.5194/amt-15-5743-2022
- An advanced spatial coregistration of cloud properties for the atmospheric Sentinel missions: application to TROPOMI A. Argyrouli et al. 10.5194/amt-17-6345-2024
- Spectral replacement using machine learning methods for continuous mapping of the Geostationary Environment Monitoring Spectrometer (GEMS) Y. Lee et al. 10.5194/amt-16-153-2023
- Monitoring and assimilation tests with TROPOMI data in the CAMS system: near-real-time total column ozone A. Inness et al. 10.5194/acp-19-3939-2019
- Estimation of Surface NO2 Concentrations over Germany from TROPOMI Satellite Observations Using a Machine Learning Method K. Chan et al. 10.3390/rs13050969
- TROPOMI tropospheric ozone column data: geophysical assessment and comparison to ozonesondes, GOME-2B and OMI D. Hubert et al. 10.5194/amt-14-7405-2021
- TROPOMI–Sentinel-5 Precursor formaldehyde validation using an extensive network of ground-based Fourier-transform infrared stations C. Vigouroux et al. 10.5194/amt-13-3751-2020
- 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
- A novel physics-based cloud retrieval algorithm based on neural networks (CRANN) from hyperspectral measurements in the O2-O2 band W. Wang et al. 10.1016/j.rse.2024.114267
- An improved total and tropospheric NO<sub>2</sub> column retrieval for GOME-2 S. Liu et al. 10.5194/amt-12-1029-2019
- MICRU: an effective cloud fraction algorithm designed for UV–vis satellite instruments with large viewing angles H. Sihler et al. 10.5194/amt-14-3989-2021
- Ozone profile retrieval from nadir TROPOMI measurements in the UV range N. Mettig et al. 10.5194/amt-14-6057-2021
- 基于EMI-Ⅱ的火山区域二氧化硫反演研究 钱. Qian Yuanyuan et al. 10.3788/AOS221398
- A Cloud Identification Method Based on Spectral and Textural Characteristics of Oxygen A Band in TROPOMI Imagery Z. Guo et al. 10.1109/TGRS.2023.3336655
- 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
- Physical Parameterization of Hyperspectral Reflectance in the Oxygen A-Band for Single-Layer Water Clouds J. Yang et al. 10.3390/rs12142252
- Global Observations of Tropospheric Bromine Monoxide (BrO) Columns From TROPOMI Y. Chen et al. 10.1029/2023JD039091
- New observations of NO<sub>2</sub> in the upper troposphere from TROPOMI E. Marais et al. 10.5194/amt-14-2389-2021
- Using machine learning approach to reproduce the measured feature and understand the model-to-measurement discrepancy of atmospheric formaldehyde H. Yin et al. 10.1016/j.scitotenv.2022.158271
- First observation of tropospheric nitrogen dioxide from the Environmental Trace Gases Monitoring Instrument onboard the GaoFen-5 satellite C. Zhang et al. 10.1038/s41377-020-0306-z
- A new accurate retrieval algorithm of bromine monoxide columns inside minor volcanic plumes from Sentinel-5P TROPOMI observations S. Warnach et al. 10.5194/amt-16-5537-2023
- Effect of solar zenith angle on satellite cloud retrievals based on O2–O2 absorption band G. Kim et al. 10.1080/01431161.2021.1890267
- Development and Application of HECORA Cloud Retrieval Algorithm Based On the O2-O2 477 nm Absorption Band S. Wang et al. 10.3390/rs12183039
- Two Machine Learning Based Schemes for Solving Direct and Inverse Problems of Radiative Transfer Theory D. Efremenko et al. 10.51130/graphicon-2020-2-3-45
- Impact of 3D cloud structures on the atmospheric trace gas products from UV–Vis sounders – Part 1: Synthetic dataset for validation of trace gas retrieval algorithms C. Emde et al. 10.5194/amt-15-1587-2022
- Hyperspectral Satellite Remote Sensing of Aerosol Parameters: Sensitivity Analysis and Application to TROPOMI/S5P L. Rao et al. 10.3389/fenvs.2021.770662
- Impact of 3D cloud structures on the atmospheric trace gas products from UV–Vis sounders – Part 3: Bias estimate using synthetic and observational data A. Kylling et al. 10.5194/amt-15-3481-2022
- 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
- Monitoring of urban ecological environment including air quality using satellite imagery Y. Wang et al. 10.1371/journal.pone.0266759
- Air quality impacts of COVID-19 lockdown measures detected from space using high spatial resolution observations of multiple trace gases from Sentinel-5P/TROPOMI P. Levelt et al. 10.5194/acp-22-10319-2022
- Cloud parameter retrieval for Environmental trace gases Monitoring Instrument (EMI) using the O2-O2 absorption band T. Yang et al. 10.1016/j.atmosres.2022.106597
- 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
- First results of cloud retrieval from the Geostationary Environmental Monitoring Spectrometer B. Kim et al. 10.5194/amt-17-453-2024
- Spatiotemporal Geostatistical Analysis and Global Mapping of CH4 Columns from GOSAT Observations L. Li et al. 10.3390/rs14030654
- Discrete Ordinate Radiative Transfer Model With the Neural Network Based Eigenvalue Solver: proof Of Concept D. Efremenko 10.33383/2020-075
- Three-Dimensional Distribution of Biomass Burning Aerosols from Australian Wildfires Observed by TROPOMI Satellite Observations F. Lemmouchi et al. 10.3390/rs14112582
- Kilometer-level glyoxal retrieval via satellite for anthropogenic volatile organic compound emission source and secondary organic aerosol formation identification Y. Chen et al. 10.1016/j.rse.2021.112852
- Atmospheric Impacts of COVID-19 on NOx and VOC Levels over China Based on TROPOMI and IASI Satellite Data and Modeling T. Stavrakou et al. 10.3390/atmos12080946
- A neural network radiative transfer model approach applied to the Tropospheric Monitoring Instrument aerosol height algorithm S. Nanda et al. 10.5194/amt-12-6619-2019
- Aerosol Parameters Retrieval From TROPOMI/S5P Using Physics-Based Neural Networks L. Rao et al. 10.1109/JSTARS.2022.3196843
- Evaluation of the Potential of Sentinel-5P TROPOMI and AIS Marine Traffic Data for the Monitoring of Anthropogenic Activity and Maritime Transport NOx-Emissions in Canary Islands Waters M. Rodriguez Valido et al. 10.3390/su15054632
- Nitrogen dioxide decline and rebound observed by GOME-2 and TROPOMI during COVID-19 pandemic S. Liu et al. 10.1007/s11869-021-01046-2
- The Global Ozone Monitoring Experiment: review of in-flight performance and new reprocessed 1995–2011 level 1 product M. Coldewey-Egbers et al. 10.5194/amt-11-5237-2018
- 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
- A new Orbiting Carbon Observatory 2 cloud flagging method and rapid retrieval of marine boundary layer cloud properties M. Richardson et al. 10.5194/amt-13-4947-2020
- Global Ozone Monitoring Experiment-2 (GOME-2) daily and monthly level-3 products of atmospheric trace gas columns K. Chan et al. 10.5194/essd-15-1831-2023
- Structure and water attachment rates of ice in the atmosphere: role of nitrogen P. Llombart et al. 10.1039/C9CP03728D
- An aerosol odyssey: Navigating nutrient flux changes to marine ecosystems D. Hamilton et al. 10.1525/elementa.2023.00037
- Satellite remote-sensing capability to assess tropospheric-column ratios of formaldehyde and nitrogen dioxide: case study during the Long Island Sound Tropospheric Ozone Study 2018 (LISTOS 2018) field campaign M. Johnson et al. 10.5194/amt-16-2431-2023
- TROPOMI/S5P total ozone column data: global ground-based validation and consistency with other satellite missions K. Garane et al. 10.5194/amt-12-5263-2019
- A Review of Dimensionality Reduction Techniques for Processing Hyper-Spectral Optical Signal A. del Águila et al. 10.33383/2019-017
- 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
- Comparative assessment of TROPOMI and OMI formaldehyde observations and validation against MAX-DOAS network column measurements I. De Smedt et al. 10.5194/acp-21-12561-2021
- An improved TROPOMI tropospheric HCHO retrieval over China W. Su et al. 10.5194/amt-13-6271-2020
- TROPOMI aerosol products: evaluation and observations of synoptic-scale carbonaceous aerosol plumes during 2018–2020 O. Torres et al. 10.5194/amt-13-6789-2020
- A method for random uncertainties validation and probing the natural variability with application to TROPOMI on board Sentinel-5P total ozone measurements V. Sofieva et al. 10.5194/amt-14-2993-2021
- Tropospheric ozone retrieval by a combination of TROPOMI/S5P measurements with BASCOE assimilated data K. Heue et al. 10.5194/amt-15-5563-2022
- The New Potential of Deep Convective Clouds as a Calibration Target for a Geostationary UV/VIS Hyperspectral Spectrometer Y. Lee et al. 10.3390/rs12030446
- Remote Sensing of Tropospheric Ozone from Space: Progress and Challenges J. Xu et al. 10.34133/remotesensing.0178
- A Machine Learning-Based Multiple Cloud Vertical Structure Parameter Prediction Algorithm Only Using OCO-2 Oxygen A-Band Measurements Y. Lei et al. 10.3390/rs15123142
- 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
- Cloud products from the Earth Polychromatic Imaging Camera (EPIC): algorithms and initial evaluation Y. Yang et al. 10.5194/amt-12-2019-2019
- MAX-DOAS measurements of tropospheric NO<sub>2</sub> and HCHO in Munich and the comparison to OMI and TROPOMI satellite observations K. Chan et al. 10.5194/amt-13-4499-2020
- TROPOspheric Monitoring Instrument observations of total column water vapour: Algorithm and validation K. Chan et al. 10.1016/j.scitotenv.2022.153232
- Cloud-top pressure retrieval with DSCOVR EPIC oxygen A- and B-band observations B. Yin et al. 10.5194/amt-13-5259-2020
- TROPOMI/S5P Total Column Water Vapor validation against AERONET ground-based measurements K. Garane et al. 10.5194/amt-16-57-2023
- Evaluation of total ozone measurements from Geostationary Environmental Monitoring Spectrometer (GEMS) K. Baek et al. 10.5194/amt-16-5461-2023
- Cloud top heights and aerosol columnar properties from combined EarthCARE lidar and imager observations: the AM-CTH and AM-ACD products M. Haarig et al. 10.5194/amt-16-5953-2023
- Development of an Algorithm for the Simultaneous Retrieval of Cloud-Top Height and Cloud Optical Thickness Combining Radiative Transfer and Multisource Satellite Information From O₄ Hyperspectral Measurements W. Wang et al. 10.1109/TGRS.2024.3385030
- Quantification of lightning-produced NO<sub><i>x</i></sub> over the Pyrenees and the Ebro Valley by using different TROPOMI-NO<sub>2</sub> and cloud research products F. Pérez-Invernón et al. 10.5194/amt-15-3329-2022
- Validation of the Sentinel-5 Precursor TROPOMI cloud data with Cloudnet, Aura OMI O<sub>2</sub>–O<sub>2</sub>, MODIS, and Suomi-NPP VIIRS S. Compernolle et al. 10.5194/amt-14-2451-2021
- Tropospheric NO2 retrieval algorithm for geostationary satellite instruments: applications to GEMS S. Seo et al. 10.5194/amt-17-6163-2024
Latest update: 20 Nov 2024
Short summary
In this paper we present the operational cloud retrieval algorithms for the TROPOspheric Monitoring Instrument (TROPOMI) on board the Sentinel-5 Precursor (S5P) mission: OCRA (Optical Cloud Recognition Algorithm) retrieves the cloud fraction using measurements in the UV–VIS spectral regions, and ROCINN (Retrieval of Cloud Information using Neural Networks) retrieves the cloud top height and optical thickness using measurements in and around the oxygen A-band in the NIR.
In this paper we present the operational cloud retrieval algorithms for the TROPOspheric...
Special issue