Articles | Volume 7, issue 2
https://doi.org/10.5194/amt-7-523-2014
© 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/amt-7-523-2014
© 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 Feb 2014
Research article |
| 14 Feb 2014
Insights into Tikhonov regularization: application to trace gas column retrieval and the efficient calculation of total column averaging kernels
T. Borsdorff
SRON – Netherlands Institute for Space Research, Utrecht, the Netherlands
O. P. Hasekamp
SRON – Netherlands Institute for Space Research, Utrecht, the Netherlands
A. Wassmann
SRON – Netherlands Institute for Space Research, Utrecht, the Netherlands
J. Landgraf
SRON – Netherlands Institute for Space Research, Utrecht, the Netherlands
Viewed
Total article views: 5,116 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 05 Jun 2013)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,993 | 1,961 | 162 | 5,116 | 181 | 167 |
- HTML: 2,993
- PDF: 1,961
- XML: 162
- Total: 5,116
- BibTeX: 181
- EndNote: 167
Total article views: 4,032 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 14 Feb 2014)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,402 | 1,506 | 124 | 4,032 | 160 | 154 |
- HTML: 2,402
- PDF: 1,506
- XML: 124
- Total: 4,032
- BibTeX: 160
- EndNote: 154
Total article views: 1,084 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 05 Jun 2013)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 591 | 455 | 38 | 1,084 | 21 | 13 |
- HTML: 591
- PDF: 455
- XML: 38
- Total: 1,084
- BibTeX: 21
- EndNote: 13
Cited
49 citations as recorded by crossref.
- First data set of H2O/HDO columns from the Tropospheric Monitoring Instrument (TROPOMI) A. Schneider et al. 10.5194/amt-13-85-2020
- Estimation of OH in urban plumes using TROPOMI-inferred NO2 ∕ CO S. Lama et al. 10.5194/acp-22-16053-2022
- Carbon monoxide total columns from SCIAMACHY 2.3 µm atmospheric reflectance measurements: towards a full-mission data product (2003–2012) T. Borsdorff et al. 10.5194/amt-9-227-2016
- FTIR Measurements of Greenhouse Gases over Thessaloniki, Greece in the Framework of COCCON and Comparison with S5P/TROPOMI Observations M. Mermigkas et al. 10.3390/rs13173395
- Remote Sensing of Tropospheric Ozone from Space: Progress and Challenges J. Xu et al. 10.34133/remotesensing.0178
- Evaluation of the WRF-Chem performance for the air pollutants over the United Arab Emirates Y. Yarragunta et al. 10.5194/acp-25-1685-2025
- Methane and nitrous oxide from ground-based FTIR at Addis Ababa: observations, error analysis, and comparison with satellite data T. Yirdaw Berhe et al. 10.5194/amt-13-4079-2020
- Mapping carbon monoxide pollution from space down to city scales with daily global coverage T. Borsdorff et al. 10.5194/amt-11-5507-2018
- Revisiting matrix-based inversion of scanning mobility particle sizer (SMPS) and humidified tandem differential mobility analyzer (HTDMA) data M. Petters 10.5194/amt-14-7909-2021
- Observational constraints on methane emissions from Polish coal mines using a ground-based remote sensing network A. Luther et al. 10.5194/acp-22-5859-2022
- Continuous measurements of SiF 4 and SO 2 by thermal emission spectroscopy: Insight from a 6-month survey at the Popocatépetl volcano N. Taquet et al. 10.1016/j.jvolgeores.2017.05.009
- Evaluation of MOPITT and TROPOMI carbon monoxide retrievals using AirCore in situ vertical profiles S. Martínez-Alonso et al. 10.5194/amt-15-4751-2022
- Measuring Carbon Monoxide With TROPOMI: First Results and a Comparison With ECMWF‐IFS Analysis Data T. Borsdorff et al. 10.1002/2018GL077045
- Carbon monoxide column retrieval for clear-sky and cloudy atmospheres: a full-mission data set from SCIAMACHY 2.3 µm reflectance measurements T. Borsdorff et al. 10.5194/amt-10-1769-2017
- Google Earth Engine based spatio-temporal analysis of air pollutants before and during the first wave COVID-19 outbreak over Turkey via remote sensing F. Ghasempour et al. 10.1016/j.jclepro.2021.128599
- Airborne lidar measurements of atmospheric CO2 column concentrations to cloud tops made during the 2017 ASCENDS/ABoVE campaign J. Mao et al. 10.5194/amt-17-1061-2024
- Shipborne measurements of XCO2, XCH4, and XCO above the Pacific Ocean and comparison to CAMS atmospheric analyses and S5P/TROPOMI M. Knapp et al. 10.5194/essd-13-199-2021
- CO2 and CO temporal variability over Mexico City from ground-based total column and surface measurements N. Taquet et al. 10.5194/acp-24-11823-2024
- Assimilation of S5P/TROPOMI carbon monoxide data with the global CAMS near-real-time system A. Inness et al. 10.5194/acp-22-14355-2022
- The direct fitting approach for total ozone column retrievals: a sensitivity study on GOME-2/MetOp-A measurements A. Wassmann et al. 10.5194/amt-8-4429-2015
- High-Resolution Seismic Characterization of Gas Hydrate Reservoir Using Wave-Equation-Based Inversion J. Shao et al. 10.3390/en15207652
- A full-mission data set of H2O and HDO columns from SCIAMACHY 2.3 µm reflectance measurements A. Schneider et al. 10.5194/amt-11-3339-2018
- Quantifying burning efficiency in megacities using the NO2∕CO ratio from the Tropospheric Monitoring Instrument (TROPOMI) S. Lama et al. 10.5194/acp-20-10295-2020
- Methane profiles from GOSAT thermal infrared spectra A. de Lange & J. Landgraf 10.5194/amt-11-3815-2018
- The impact of COVID-19 lockdowns on urban photochemistry as inferred from TROPOMI S. Lama et al. 10.1016/j.atmosenv.2023.120042
- A Tikhonov regularized penalty function approach for solving polylinear programming problems J. Clempner & A. Poznyak 10.1016/j.cam.2017.07.032
- Random Forest Classifier for Cloud Clearing of the Operational TROPOMI XCH4 Product T. Borsdorff et al. 10.3390/rs16071208
- Impact of Molecular Spectroscopy on Carbon Monoxide Abundances from TROPOMI P. Hochstaffl et al. 10.3390/rs12213486
- Understanding greenhouse gas (GHG) column concentrations in Munich using the Weather Research and Forecasting (WRF) model X. Zhao et al. 10.5194/acp-23-14325-2023
- Derivation of Emissions From Satellite‐Observed Column Amounts and Its Application to TROPOMI NO2 and CO Observations K. Sun 10.1029/2022GL101102
- Vertical information of CO from TROPOMI total column measurements in context of the CAMS-IFS data assimilation scheme T. Borsdorff et al. 10.5194/amt-16-3027-2023
- A study of synthetic 13CH4 retrievals from TROPOMI and Sentinel-5/UVNS E. Malina et al. 10.5194/amt-12-6273-2019
- Carbon monoxide air pollution on sub-city scales and along arterial roads detected by the Tropospheric Monitoring Instrument T. Borsdorff et al. 10.5194/acp-19-3579-2019
- Detection of carbon monoxide pollution from cities and wildfires on regional and urban scales: the benefit of CO column retrievals from SCIAMACHY 2.3 µm measurements under cloudy conditions T. Borsdorff et al. 10.5194/amt-11-2553-2018
- Carbon Monoxide in Optically Thick Wildfire Smoke: Evaluating TROPOMI Using CU Airborne SOF Column Observations J. Rowe et al. 10.1021/acsearthspacechem.2c00048
- Carbon monoxide total column retrievals from TROPOMI shortwave infrared measurements J. Landgraf et al. 10.5194/amt-9-4955-2016
- A singular value decomposition framework for retrievals with vertical distribution information from greenhouse gas column absorption spectroscopy measurements A. Ramanathan et al. 10.5194/amt-11-4909-2018
- Retrieval algorithm for the column CO2 mixing ratio from pulsed multi-wavelength lidar measurements X. Sun et al. 10.5194/amt-14-3909-2021
- HDO and H2O total column retrievals from TROPOMI shortwave infrared measurements R. Scheepmaker et al. 10.5194/amt-9-3921-2016
- An Inverse Problem Approach for the Retrieval of Ice Particle Mass from In Situ Measurements P. Coutris et al. 10.1175/JTECH-D-17-0013.1
- 1.5 years of TROPOMI CO measurements: comparisons to MOPITT and ATom S. Martínez-Alonso et al. 10.5194/amt-13-4841-2020
- Intercomparison of CO measurements from TROPOMI, ACE-FTS, and a high-Arctic ground-based Fourier transform spectrometer T. Wizenberg et al. 10.5194/amt-14-7707-2021
- Monitoring CO emissions of the metropolis Mexico City using TROPOMI CO observations T. Borsdorff et al. 10.5194/acp-20-15761-2020
- Retrieving H2O/HDO columns over cloudy and clear-sky scenes from the Tropospheric Monitoring Instrument (TROPOMI) A. Schneider et al. 10.5194/amt-15-2251-2022
- 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
- Assessment of Tikhonov-type regularization methods for solving atmospheric inverse problems J. Xu et al. 10.1016/j.jqsrt.2016.08.003
- Quantification and evaluation of atmospheric emissions from crop residue burning constrained by satellite observations in China during 2016–2020 X. Hong et al. 10.1016/j.scitotenv.2022.161237
- What caused the extreme CO concentrations during the 2017 high-pollution episode in India? I. Dekker et al. 10.5194/acp-19-3433-2019
- Global inverse modeling of CH4 sources and sinks: an overview of methods S. Houweling et al. 10.5194/acp-17-235-2017
49 citations as recorded by crossref.
- First data set of H2O/HDO columns from the Tropospheric Monitoring Instrument (TROPOMI) A. Schneider et al. 10.5194/amt-13-85-2020
- Estimation of OH in urban plumes using TROPOMI-inferred NO2 ∕ CO S. Lama et al. 10.5194/acp-22-16053-2022
- Carbon monoxide total columns from SCIAMACHY 2.3 µm atmospheric reflectance measurements: towards a full-mission data product (2003–2012) T. Borsdorff et al. 10.5194/amt-9-227-2016
- FTIR Measurements of Greenhouse Gases over Thessaloniki, Greece in the Framework of COCCON and Comparison with S5P/TROPOMI Observations M. Mermigkas et al. 10.3390/rs13173395
- Remote Sensing of Tropospheric Ozone from Space: Progress and Challenges J. Xu et al. 10.34133/remotesensing.0178
- Evaluation of the WRF-Chem performance for the air pollutants over the United Arab Emirates Y. Yarragunta et al. 10.5194/acp-25-1685-2025
- Methane and nitrous oxide from ground-based FTIR at Addis Ababa: observations, error analysis, and comparison with satellite data T. Yirdaw Berhe et al. 10.5194/amt-13-4079-2020
- Mapping carbon monoxide pollution from space down to city scales with daily global coverage T. Borsdorff et al. 10.5194/amt-11-5507-2018
- Revisiting matrix-based inversion of scanning mobility particle sizer (SMPS) and humidified tandem differential mobility analyzer (HTDMA) data M. Petters 10.5194/amt-14-7909-2021
- Observational constraints on methane emissions from Polish coal mines using a ground-based remote sensing network A. Luther et al. 10.5194/acp-22-5859-2022
- Continuous measurements of SiF 4 and SO 2 by thermal emission spectroscopy: Insight from a 6-month survey at the Popocatépetl volcano N. Taquet et al. 10.1016/j.jvolgeores.2017.05.009
- Evaluation of MOPITT and TROPOMI carbon monoxide retrievals using AirCore in situ vertical profiles S. Martínez-Alonso et al. 10.5194/amt-15-4751-2022
- Measuring Carbon Monoxide With TROPOMI: First Results and a Comparison With ECMWF‐IFS Analysis Data T. Borsdorff et al. 10.1002/2018GL077045
- Carbon monoxide column retrieval for clear-sky and cloudy atmospheres: a full-mission data set from SCIAMACHY 2.3 µm reflectance measurements T. Borsdorff et al. 10.5194/amt-10-1769-2017
- Google Earth Engine based spatio-temporal analysis of air pollutants before and during the first wave COVID-19 outbreak over Turkey via remote sensing F. Ghasempour et al. 10.1016/j.jclepro.2021.128599
- Airborne lidar measurements of atmospheric CO2 column concentrations to cloud tops made during the 2017 ASCENDS/ABoVE campaign J. Mao et al. 10.5194/amt-17-1061-2024
- Shipborne measurements of XCO2, XCH4, and XCO above the Pacific Ocean and comparison to CAMS atmospheric analyses and S5P/TROPOMI M. Knapp et al. 10.5194/essd-13-199-2021
- CO2 and CO temporal variability over Mexico City from ground-based total column and surface measurements N. Taquet et al. 10.5194/acp-24-11823-2024
- Assimilation of S5P/TROPOMI carbon monoxide data with the global CAMS near-real-time system A. Inness et al. 10.5194/acp-22-14355-2022
- The direct fitting approach for total ozone column retrievals: a sensitivity study on GOME-2/MetOp-A measurements A. Wassmann et al. 10.5194/amt-8-4429-2015
- High-Resolution Seismic Characterization of Gas Hydrate Reservoir Using Wave-Equation-Based Inversion J. Shao et al. 10.3390/en15207652
- A full-mission data set of H2O and HDO columns from SCIAMACHY 2.3 µm reflectance measurements A. Schneider et al. 10.5194/amt-11-3339-2018
- Quantifying burning efficiency in megacities using the NO2∕CO ratio from the Tropospheric Monitoring Instrument (TROPOMI) S. Lama et al. 10.5194/acp-20-10295-2020
- Methane profiles from GOSAT thermal infrared spectra A. de Lange & J. Landgraf 10.5194/amt-11-3815-2018
- The impact of COVID-19 lockdowns on urban photochemistry as inferred from TROPOMI S. Lama et al. 10.1016/j.atmosenv.2023.120042
- A Tikhonov regularized penalty function approach for solving polylinear programming problems J. Clempner & A. Poznyak 10.1016/j.cam.2017.07.032
- Random Forest Classifier for Cloud Clearing of the Operational TROPOMI XCH4 Product T. Borsdorff et al. 10.3390/rs16071208
- Impact of Molecular Spectroscopy on Carbon Monoxide Abundances from TROPOMI P. Hochstaffl et al. 10.3390/rs12213486
- Understanding greenhouse gas (GHG) column concentrations in Munich using the Weather Research and Forecasting (WRF) model X. Zhao et al. 10.5194/acp-23-14325-2023
- Derivation of Emissions From Satellite‐Observed Column Amounts and Its Application to TROPOMI NO2 and CO Observations K. Sun 10.1029/2022GL101102
- Vertical information of CO from TROPOMI total column measurements in context of the CAMS-IFS data assimilation scheme T. Borsdorff et al. 10.5194/amt-16-3027-2023
- A study of synthetic 13CH4 retrievals from TROPOMI and Sentinel-5/UVNS E. Malina et al. 10.5194/amt-12-6273-2019
- Carbon monoxide air pollution on sub-city scales and along arterial roads detected by the Tropospheric Monitoring Instrument T. Borsdorff et al. 10.5194/acp-19-3579-2019
- Detection of carbon monoxide pollution from cities and wildfires on regional and urban scales: the benefit of CO column retrievals from SCIAMACHY 2.3 µm measurements under cloudy conditions T. Borsdorff et al. 10.5194/amt-11-2553-2018
- Carbon Monoxide in Optically Thick Wildfire Smoke: Evaluating TROPOMI Using CU Airborne SOF Column Observations J. Rowe et al. 10.1021/acsearthspacechem.2c00048
- Carbon monoxide total column retrievals from TROPOMI shortwave infrared measurements J. Landgraf et al. 10.5194/amt-9-4955-2016
- A singular value decomposition framework for retrievals with vertical distribution information from greenhouse gas column absorption spectroscopy measurements A. Ramanathan et al. 10.5194/amt-11-4909-2018
- Retrieval algorithm for the column CO2 mixing ratio from pulsed multi-wavelength lidar measurements X. Sun et al. 10.5194/amt-14-3909-2021
- HDO and H2O total column retrievals from TROPOMI shortwave infrared measurements R. Scheepmaker et al. 10.5194/amt-9-3921-2016
- An Inverse Problem Approach for the Retrieval of Ice Particle Mass from In Situ Measurements P. Coutris et al. 10.1175/JTECH-D-17-0013.1
- 1.5 years of TROPOMI CO measurements: comparisons to MOPITT and ATom S. Martínez-Alonso et al. 10.5194/amt-13-4841-2020
- Intercomparison of CO measurements from TROPOMI, ACE-FTS, and a high-Arctic ground-based Fourier transform spectrometer T. Wizenberg et al. 10.5194/amt-14-7707-2021
- Monitoring CO emissions of the metropolis Mexico City using TROPOMI CO observations T. Borsdorff et al. 10.5194/acp-20-15761-2020
- Retrieving H2O/HDO columns over cloudy and clear-sky scenes from the Tropospheric Monitoring Instrument (TROPOMI) A. Schneider et al. 10.5194/amt-15-2251-2022
- 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
- Assessment of Tikhonov-type regularization methods for solving atmospheric inverse problems J. Xu et al. 10.1016/j.jqsrt.2016.08.003
- Quantification and evaluation of atmospheric emissions from crop residue burning constrained by satellite observations in China during 2016–2020 X. Hong et al. 10.1016/j.scitotenv.2022.161237
- What caused the extreme CO concentrations during the 2017 high-pollution episode in India? I. Dekker et al. 10.5194/acp-19-3433-2019
- Global inverse modeling of CH4 sources and sinks: an overview of methods S. Houweling et al. 10.5194/acp-17-235-2017
Saved (final revised paper)
Saved (preprint)
Discussed (final revised paper)
Latest update: 15 Aug 2025
