Articles | Volume 19, issue 23
https://doi.org/10.5194/acp-19-14585-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/acp-19-14585-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
03 Dec 2019
Research article |
| 03 Dec 2019
| 03 Dec 2019
Constraining global aerosol emissions using POLDER/PARASOL satellite remote sensing observations
Laboratoire d'Optique Atmosphérique (LOA), UMR8518 CNRS,
Université de Lille, Villeneuve-d'ascq, 59655, France
GRASP-SAS, Remote Sensing Developments, Université de Lille,
Villeneuve-d'ascq, 59655, France
Laboratoire d'Optique Atmosphérique (LOA), UMR8518 CNRS,
Université de Lille, Villeneuve-d'ascq, 59655, France
Daven K. Henze
Department of Mechanical Engineering, University of Colorado, Boulder,
Colorado 80309, USA
Mian Chin
NASA Goddard Space Flight Center, Greenbelt, Maryland 20771, USA
Tatyana Lapyonok
Laboratoire d'Optique Atmosphérique (LOA), UMR8518 CNRS,
Université de Lille, Villeneuve-d'ascq, 59655, France
Gregory L. Schuster
NASA Langley Research Center, Hampton, Virginia 23681, USA
Fabrice Ducos
Laboratoire d'Optique Atmosphérique (LOA), UMR8518 CNRS,
Université de Lille, Villeneuve-d'ascq, 59655, France
David Fuertes
GRASP-SAS, Remote Sensing Developments, Université de Lille,
Villeneuve-d'ascq, 59655, France
Pavel Litvinov
GRASP-SAS, Remote Sensing Developments, Université de Lille,
Villeneuve-d'ascq, 59655, France
Lei Li
Laboratoire d'Optique Atmosphérique (LOA), UMR8518 CNRS,
Université de Lille, Villeneuve-d'ascq, 59655, France
State Key Laboratory of Severe Weather (LASW) and Institute of
Atmospheric Composition, Chinese Academy of Meteorological Sciences, CMA,
Beijing, 100081, China
Anton Lopatin
GRASP-SAS, Remote Sensing Developments, Université de Lille,
Villeneuve-d'ascq, 59655, France
Qiaoyun Hu
Laboratoire d'Optique Atmosphérique (LOA), UMR8518 CNRS,
Université de Lille, Villeneuve-d'ascq, 59655, France
Benjamin Torres
Laboratoire d'Optique Atmosphérique (LOA), UMR8518 CNRS,
Université de Lille, Villeneuve-d'ascq, 59655, France
Viewed
Total article views: 3,096 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 15 Jul 2019)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 2,129 | 922 | 45 | 3,096 | 254 | 51 | 53 |
- HTML: 2,129
- PDF: 922
- XML: 45
- Total: 3,096
- Supplement: 254
- BibTeX: 51
- EndNote: 53
Total article views: 2,423 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 03 Dec 2019)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 1,778 | 604 | 41 | 2,423 | 149 | 44 | 46 |
- HTML: 1,778
- PDF: 604
- XML: 41
- Total: 2,423
- Supplement: 149
- BibTeX: 44
- EndNote: 46
Total article views: 673 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 15 Jul 2019)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 351 | 318 | 4 | 673 | 105 | 7 | 7 |
- HTML: 351
- PDF: 318
- XML: 4
- Total: 673
- Supplement: 105
- BibTeX: 7
- EndNote: 7
Viewed (geographical distribution)
Total article views: 3,096 (including HTML, PDF, and XML)
Thereof 2,792 with geography defined
and 304 with unknown origin.
Total article views: 2,423 (including HTML, PDF, and XML)
Thereof 2,205 with geography defined
and 218 with unknown origin.
Total article views: 673 (including HTML, PDF, and XML)
Thereof 587 with geography defined
and 86 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
39 citations as recorded by crossref.
- Overview of the SLOPE I and II campaigns: aerosol properties retrieved with lidar and sun–sky photometer measurements J. Benavent-Oltra et al. 10.5194/acp-21-9269-2021
- A Comprehensive Description of Multi-Term LSM for Applying Multiple a Priori Constraints in Problems of Atmospheric Remote Sensing: GRASP Algorithm, Concept, and Applications O. Dubovik et al. 10.3389/frsen.2021.706851
- Vertical assessment of the mineral dust optical and microphysical properties as retrieved from the synergy between polarized micro-pulse lidar and sun/sky photometer observations using GRASP code M. López-Cayuela et al. 10.1016/j.atmosres.2021.105818
- Novel estimation of aerosol processes with particle size distribution measurements: a case study with the TOMAS algorithm v1.0.0 D. McGuffin et al. 10.5194/gmd-14-1821-2021
- Synergy processing of diverse ground-based remote sensing and in situ data using the GRASP algorithm: applications to radiometer, lidar and radiosonde observations A. Lopatin et al. 10.5194/amt-14-2575-2021
- Algorithm for vertical distribution of boundary layer aerosol components in remote-sensing data F. Wang et al. 10.5194/amt-15-6127-2022
- An Aerosol Optical Module With Observation‐Constrained Black Carbon Properties for Global Climate Models G. Chen et al. 10.1029/2022MS003501
- Intercomparison of Magnitudes and Trends in Anthropogenic Surface Emissions From Bottom‐Up Inventories, Top‐Down Estimates, and Emission Scenarios N. Elguindi et al. 10.1029/2020EF001520
- Estimating aerosol emission from SPEXone on the NASA PACE mission using an ensemble Kalman smoother: observing system simulation experiments (OSSEs) A. Tsikerdekis et al. 10.5194/gmd-15-3253-2022
- Comparison of the Performance of the GRASP and MERRA2 Models in Reproducing Tropospheric Aerosol Layers A. Fernandes et al. 10.3390/atmos14091409
- Validation of the aerosol optical property products derived by the GRASP/Component approach from multi-angular polarimetric observations X. Zhang et al. 10.1016/j.atmosres.2021.105802
- Estimating the Columnar Concentrations of Black Carbon Aerosols in China Using MODIS Products F. Bao et al. 10.1021/acs.est.0c00816
- Retrieval of aerosol properties from Airborne Hyper-Angular Rainbow Polarimeter (AirHARP) observations during ACEPOL 2017 A. Puthukkudy et al. 10.5194/amt-13-5207-2020
- A comparison of atmospheric aerosol absorption properties from the MERRA-2 reanalysis with AERONET V. Bakatsoula et al. 10.1016/j.atmosenv.2023.119997
- Aerosol optical and radiative properties and their environmental effects in China: A review H. Che et al. 10.1016/j.earscirev.2023.104634
- Improved representation of the global dust cycle using observational constraints on dust properties and abundance J. Kok et al. 10.5194/acp-21-8127-2021
- Enhanced Light Absorption and Radiative Forcing by Black Carbon Agglomerates G. Kelesidis et al. 10.1021/acs.est.2c00428
- A three-dimensional variational data assimilation system for aerosol optical properties based on WRF-Chem v4.0: design, development, and application of assimilating Himawari-8 aerosol observations D. Wang et al. 10.5194/gmd-15-1821-2022
- Spatio-Temporal Variability of Aerosol Components, Their Optical and Microphysical Properties over North China during Winter Haze in 2012, as Derived from POLDER/PARASOL Satellite Observations Y. Ou et al. 10.3390/rs13142682
- Estimates of remote sensing retrieval errors by the GRASP algorithm: application to ground-based observations, concept and validation M. Herrera et al. 10.5194/amt-15-6075-2022
- Dynamics-based estimates of decline trend with fine temporal variations in China's PM2.5 emissions Z. Peng et al. 10.5194/acp-23-14505-2023
- An AERONET-based methodology to retrieve black carbon light absorption and comparison with MERRA-2 data N. Dehkhoda et al. 10.1016/j.apr.2023.101994
- Validation of GRASP algorithm product from POLDER/PARASOL data and assessment of multi-angular polarimetry potential for aerosol monitoring C. Chen et al. 10.5194/essd-12-3573-2020
- AEROCOM and AEROSAT AAOD and SSA study – Part 1: Evaluation and intercomparison of satellite measurements N. Schutgens et al. 10.5194/acp-21-6895-2021
- A Satellite Data Based Detailed Study of the Aerosol Emitted from Open Biomass Burning in Northeast China S. Shi et al. 10.3390/atmos12121700
- Climatology of aerosol component concentrations derived from multi-angular polarimetric POLDER-3 observations using GRASP algorithm L. Li et al. 10.5194/essd-14-3439-2022
- Grand Challenges in Satellite Remote Sensing O. Dubovik et al. 10.3389/frsen.2021.619818
- Probing the dynamic characteristics of aerosol originated from South Asia biomass burning using POLDER/GRASP satellite data with relevant accessory technique design S. Shi et al. 10.1016/j.envint.2020.106097
- Retrieval of aerosol microphysical properties from atmospheric lidar sounding: an investigation using synthetic measurements and data from the ACEPOL campaign W. McLean et al. 10.5194/amt-14-4755-2021
- Assimilating aerosol optical properties related to size and absorption from POLDER/PARASOL with an ensemble data assimilation system A. Tsikerdekis et al. 10.5194/acp-21-2637-2021
- Combining POLDER-3 satellite observations and WRF-Chem numerical simulations to derive biomass burning aerosol properties over the southeast Atlantic region A. Siméon et al. 10.5194/acp-21-17775-2021
- A satellite-measured view of aerosol component content and optical property in a haze-polluted case over North China Plain L. Li et al. 10.1016/j.atmosres.2021.105958
- Multi-angular polarimetric remote sensing to pinpoint global aerosol absorption and direct radiative forcing C. Chen et al. 10.1038/s41467-022-35147-y
- Identifying chemical aerosol signatures using optical suborbital observations: how much can optical properties tell us about aerosol composition? M. Kacenelenbogen et al. 10.5194/acp-22-3713-2022
- Remote sensing of aerosol water fraction, dry size distribution and soluble fraction using multi-angle, multi-spectral polarimetry B. van Diedenhoven et al. 10.5194/amt-15-7411-2022
- Properties of aerosol and surface derived from OLCI/Sentinel-3A using GRASP approach: Retrieval development and preliminary validation C. Chen et al. 10.1016/j.rse.2022.113142
- Assimilation of POLDER observations to estimate aerosol emissions A. Tsikerdekis et al. 10.5194/acp-23-9495-2023
- Algorithm evaluation for polarimetric remote sensing of atmospheric aerosols O. Hasekamp et al. 10.5194/amt-17-1497-2024
- Retrieval of aerosol components directly from satellite and ground-based measurements L. Li et al. 10.5194/acp-19-13409-2019
38 citations as recorded by crossref.
- Overview of the SLOPE I and II campaigns: aerosol properties retrieved with lidar and sun–sky photometer measurements J. Benavent-Oltra et al. 10.5194/acp-21-9269-2021
- A Comprehensive Description of Multi-Term LSM for Applying Multiple a Priori Constraints in Problems of Atmospheric Remote Sensing: GRASP Algorithm, Concept, and Applications O. Dubovik et al. 10.3389/frsen.2021.706851
- Vertical assessment of the mineral dust optical and microphysical properties as retrieved from the synergy between polarized micro-pulse lidar and sun/sky photometer observations using GRASP code M. López-Cayuela et al. 10.1016/j.atmosres.2021.105818
- Novel estimation of aerosol processes with particle size distribution measurements: a case study with the TOMAS algorithm v1.0.0 D. McGuffin et al. 10.5194/gmd-14-1821-2021
- Synergy processing of diverse ground-based remote sensing and in situ data using the GRASP algorithm: applications to radiometer, lidar and radiosonde observations A. Lopatin et al. 10.5194/amt-14-2575-2021
- Algorithm for vertical distribution of boundary layer aerosol components in remote-sensing data F. Wang et al. 10.5194/amt-15-6127-2022
- An Aerosol Optical Module With Observation‐Constrained Black Carbon Properties for Global Climate Models G. Chen et al. 10.1029/2022MS003501
- Intercomparison of Magnitudes and Trends in Anthropogenic Surface Emissions From Bottom‐Up Inventories, Top‐Down Estimates, and Emission Scenarios N. Elguindi et al. 10.1029/2020EF001520
- Estimating aerosol emission from SPEXone on the NASA PACE mission using an ensemble Kalman smoother: observing system simulation experiments (OSSEs) A. Tsikerdekis et al. 10.5194/gmd-15-3253-2022
- Comparison of the Performance of the GRASP and MERRA2 Models in Reproducing Tropospheric Aerosol Layers A. Fernandes et al. 10.3390/atmos14091409
- Validation of the aerosol optical property products derived by the GRASP/Component approach from multi-angular polarimetric observations X. Zhang et al. 10.1016/j.atmosres.2021.105802
- Estimating the Columnar Concentrations of Black Carbon Aerosols in China Using MODIS Products F. Bao et al. 10.1021/acs.est.0c00816
- Retrieval of aerosol properties from Airborne Hyper-Angular Rainbow Polarimeter (AirHARP) observations during ACEPOL 2017 A. Puthukkudy et al. 10.5194/amt-13-5207-2020
- A comparison of atmospheric aerosol absorption properties from the MERRA-2 reanalysis with AERONET V. Bakatsoula et al. 10.1016/j.atmosenv.2023.119997
- Aerosol optical and radiative properties and their environmental effects in China: A review H. Che et al. 10.1016/j.earscirev.2023.104634
- Improved representation of the global dust cycle using observational constraints on dust properties and abundance J. Kok et al. 10.5194/acp-21-8127-2021
- Enhanced Light Absorption and Radiative Forcing by Black Carbon Agglomerates G. Kelesidis et al. 10.1021/acs.est.2c00428
- A three-dimensional variational data assimilation system for aerosol optical properties based on WRF-Chem v4.0: design, development, and application of assimilating Himawari-8 aerosol observations D. Wang et al. 10.5194/gmd-15-1821-2022
- Spatio-Temporal Variability of Aerosol Components, Their Optical and Microphysical Properties over North China during Winter Haze in 2012, as Derived from POLDER/PARASOL Satellite Observations Y. Ou et al. 10.3390/rs13142682
- Estimates of remote sensing retrieval errors by the GRASP algorithm: application to ground-based observations, concept and validation M. Herrera et al. 10.5194/amt-15-6075-2022
- Dynamics-based estimates of decline trend with fine temporal variations in China's PM2.5 emissions Z. Peng et al. 10.5194/acp-23-14505-2023
- An AERONET-based methodology to retrieve black carbon light absorption and comparison with MERRA-2 data N. Dehkhoda et al. 10.1016/j.apr.2023.101994
- Validation of GRASP algorithm product from POLDER/PARASOL data and assessment of multi-angular polarimetry potential for aerosol monitoring C. Chen et al. 10.5194/essd-12-3573-2020
- AEROCOM and AEROSAT AAOD and SSA study – Part 1: Evaluation and intercomparison of satellite measurements N. Schutgens et al. 10.5194/acp-21-6895-2021
- A Satellite Data Based Detailed Study of the Aerosol Emitted from Open Biomass Burning in Northeast China S. Shi et al. 10.3390/atmos12121700
- Climatology of aerosol component concentrations derived from multi-angular polarimetric POLDER-3 observations using GRASP algorithm L. Li et al. 10.5194/essd-14-3439-2022
- Grand Challenges in Satellite Remote Sensing O. Dubovik et al. 10.3389/frsen.2021.619818
- Probing the dynamic characteristics of aerosol originated from South Asia biomass burning using POLDER/GRASP satellite data with relevant accessory technique design S. Shi et al. 10.1016/j.envint.2020.106097
- Retrieval of aerosol microphysical properties from atmospheric lidar sounding: an investigation using synthetic measurements and data from the ACEPOL campaign W. McLean et al. 10.5194/amt-14-4755-2021
- Assimilating aerosol optical properties related to size and absorption from POLDER/PARASOL with an ensemble data assimilation system A. Tsikerdekis et al. 10.5194/acp-21-2637-2021
- Combining POLDER-3 satellite observations and WRF-Chem numerical simulations to derive biomass burning aerosol properties over the southeast Atlantic region A. Siméon et al. 10.5194/acp-21-17775-2021
- A satellite-measured view of aerosol component content and optical property in a haze-polluted case over North China Plain L. Li et al. 10.1016/j.atmosres.2021.105958
- Multi-angular polarimetric remote sensing to pinpoint global aerosol absorption and direct radiative forcing C. Chen et al. 10.1038/s41467-022-35147-y
- Identifying chemical aerosol signatures using optical suborbital observations: how much can optical properties tell us about aerosol composition? M. Kacenelenbogen et al. 10.5194/acp-22-3713-2022
- Remote sensing of aerosol water fraction, dry size distribution and soluble fraction using multi-angle, multi-spectral polarimetry B. van Diedenhoven et al. 10.5194/amt-15-7411-2022
- Properties of aerosol and surface derived from OLCI/Sentinel-3A using GRASP approach: Retrieval development and preliminary validation C. Chen et al. 10.1016/j.rse.2022.113142
- Assimilation of POLDER observations to estimate aerosol emissions A. Tsikerdekis et al. 10.5194/acp-23-9495-2023
- Algorithm evaluation for polarimetric remote sensing of atmospheric aerosols O. Hasekamp et al. 10.5194/amt-17-1497-2024
1 citations as recorded by crossref.
Latest update: 18 Apr 2024
Short summary
Global BC, OC and DD aerosol emissions are inverted from POLDER/PARASOL observations for the year 2010 based on the GEOS-Chem inverse modeling framework. The retrieved emissions are 18.4 Tg yr−1 BC, 109.9 Tg yr−1 OC and 731.6 Tg yr−1 DD, which indicate an increase of 166.7 % for BC and 184.0 % for OC, while a decrease of 42.4 % for DD with respect to GEOS-Chem a priori emission inventories is seen. Global annul mean AOD and AAOD resulting from retrieved emissions are 0.119 and 0.0071 at 550 nm.
Global BC, OC and DD aerosol emissions are inverted from POLDER/PARASOL observations for the...
Altmetrics
Final-revised paper
Preprint