Articles | Volume 15, issue 20
https://doi.org/10.5194/amt-15-6075-2022
© 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/amt-15-6075-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
21 Oct 2022
Research article |
| 21 Oct 2022
| 21 Oct 2022
Estimates of remote sensing retrieval errors by the GRASP algorithm: application to ground-based observations, concept and validation
Milagros E. Herrera
CORRESPONDING AUTHOR
Laboratoire d'Optique Atmosphérique, CNRS/Université de Lille, 59655 Villeneuuve d'Ascq, France
Oleg Dubovik
Laboratoire d'Optique Atmosphérique, CNRS/Université de Lille, 59655 Villeneuuve d'Ascq, France
Benjamin Torres
Laboratoire d'Optique Atmosphérique, CNRS/Université de Lille, 59655 Villeneuuve d'Ascq, France
Tatyana Lapyonok
Laboratoire d'Optique Atmosphérique, CNRS/Université de Lille, 59655 Villeneuuve d'Ascq, France
David Fuertes
GRASP SAS, Remote Sensing Developments, 59260 Lezennes, France
Anton Lopatin
GRASP SAS, Remote Sensing Developments, 59260 Lezennes, France
Pavel Litvinov
GRASP SAS, Remote Sensing Developments, 59260 Lezennes, France
Cheng Chen
GRASP SAS, Remote Sensing Developments, 59260 Lezennes, France
Jose Antonio Benavent-Oltra
Department of Electrical, Electronic, Automatic Control Engineering and Applied Physics, Escuela Técnica Superior de Ingeniería y Diseño Industrial, Universidad Politécnica de Madrid, 28012 Madrid, Spain
Juan L. Bali
National Scientific and Technical Research Council (CONICET), C1425FQB CABA, Buenos Aires, Argentina
Pablo R. Ristori
CEILAP-UNIDEF (MINDEF – CONICET) – CITEDEF, B1603ALO Buenos Aires, Argentina
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Cited
13 citations as recorded by crossref.
- Monitoring of aerosol optical-microphysical properties from DPC/GF-5(02): A case study of dust event in north China plain Y. Cao et al. https://doi.org/10.1016/j.atmosenv.2025.121193
- Investigating Spatial Heterogeneity in Aerosols Chemical Composition and Implications for Physico-Optical Properties over the North Eastern Region of India B. Pathak et al. https://doi.org/10.1021/acsearthspacechem.5c00197
- Evaluation of the Accuracy of the Aerosol Optical and Microphysical Retrievals by the GRASP Algorithm from Combined Measurements of a Polarized Sun-Sky-Lunar Photometer and a Three-Wavelength Elastic Lidar D. dos Santos Oliveira et al. https://doi.org/10.3390/rs15205010
- 激光雷达比历史数据的模糊综合评价研究 胡. Hu Xianzhe et al. https://doi.org/10.3788/AOS231150
- Remote Sensing Image Dehazing Techniques: Systematic Review, Performance Evaluation and Future Directions M. Joglekar & A. Deshpande https://doi.org/10.1007/s11831-026-10500-2
- CAECENET: An automatic system processing photometer and ceilometer data from different networks to provide columnar and vertically-resolved aerosol properties C. Herrero del Barrio et al. https://doi.org/10.1371/journal.pone.0311990
- Sensitivity of global direct aerosol shortwave radiative forcing to uncertainties in aerosol optical properties J. Elsey et al. https://doi.org/10.5194/acp-24-4065-2024
- Smoke absorption retrieval algorithm using critical reflectance method with geostationary satellite over North America R. Mishra et al. https://doi.org/10.1016/j.rse.2025.114837
- Validation of ceilometer aerosol profile retrievals using sun–sky photometer and balloon-borne in situ measurements J. Muñiz-Rosado et al. https://doi.org/10.5194/acp-26-10255-2026
- Global radiative forcing assessment of brown carbon versus black carbon: Source-specific constraints from compiled observations S. Liu et al. https://doi.org/10.1016/j.atmosenv.2026.122010
- Optimized retrievals of aerosol optical properties from directional polarimetric camera using optimal linear mixture of basis aerosol models supported by the non-negative matrix factorization S. Jin et al. https://doi.org/10.1016/j.rse.2026.115504
- Adaptation of the CIMEL-318T to shipborne use: 3 years of automated AERONET-compatible aerosol measurements on board the research vessel Marion Dufresne B. Torres et al. https://doi.org/10.5194/amt-18-4809-2025
- Combined sun-photometer–lidar inversion: lessons learned during the EARLINET/ACTRIS COVID-19 campaign A. Tsekeri et al. https://doi.org/10.5194/amt-16-6025-2023
13 citations as recorded by crossref.
- Monitoring of aerosol optical-microphysical properties from DPC/GF-5(02): A case study of dust event in north China plain Y. Cao et al. https://doi.org/10.1016/j.atmosenv.2025.121193
- Investigating Spatial Heterogeneity in Aerosols Chemical Composition and Implications for Physico-Optical Properties over the North Eastern Region of India B. Pathak et al. https://doi.org/10.1021/acsearthspacechem.5c00197
- Evaluation of the Accuracy of the Aerosol Optical and Microphysical Retrievals by the GRASP Algorithm from Combined Measurements of a Polarized Sun-Sky-Lunar Photometer and a Three-Wavelength Elastic Lidar D. dos Santos Oliveira et al. https://doi.org/10.3390/rs15205010
- 激光雷达比历史数据的模糊综合评价研究 胡. Hu Xianzhe et al. https://doi.org/10.3788/AOS231150
- Remote Sensing Image Dehazing Techniques: Systematic Review, Performance Evaluation and Future Directions M. Joglekar & A. Deshpande https://doi.org/10.1007/s11831-026-10500-2
- CAECENET: An automatic system processing photometer and ceilometer data from different networks to provide columnar and vertically-resolved aerosol properties C. Herrero del Barrio et al. https://doi.org/10.1371/journal.pone.0311990
- Sensitivity of global direct aerosol shortwave radiative forcing to uncertainties in aerosol optical properties J. Elsey et al. https://doi.org/10.5194/acp-24-4065-2024
- Smoke absorption retrieval algorithm using critical reflectance method with geostationary satellite over North America R. Mishra et al. https://doi.org/10.1016/j.rse.2025.114837
- Validation of ceilometer aerosol profile retrievals using sun–sky photometer and balloon-borne in situ measurements J. Muñiz-Rosado et al. https://doi.org/10.5194/acp-26-10255-2026
- Global radiative forcing assessment of brown carbon versus black carbon: Source-specific constraints from compiled observations S. Liu et al. https://doi.org/10.1016/j.atmosenv.2026.122010
- Optimized retrievals of aerosol optical properties from directional polarimetric camera using optimal linear mixture of basis aerosol models supported by the non-negative matrix factorization S. Jin et al. https://doi.org/10.1016/j.rse.2026.115504
- Adaptation of the CIMEL-318T to shipborne use: 3 years of automated AERONET-compatible aerosol measurements on board the research vessel Marion Dufresne B. Torres et al. https://doi.org/10.5194/amt-18-4809-2025
- Combined sun-photometer–lidar inversion: lessons learned during the EARLINET/ACTRIS COVID-19 campaign A. Tsekeri et al. https://doi.org/10.5194/amt-16-6025-2023
Saved (final revised paper)
Latest update: 18 Aug 2026
Short summary
This study deals with the dynamic error estimates of the aerosol-retrieved properties by the GRASP algorithm, which are provided for directly retrieved and derived parameters. Moreover, GRASP provides full covariance matrices that appear to be a useful approach for optimizing observation schemes and retrieval set-ups. The validation of the retrieved dynamic error estimates is done through real and synthetic measurements using sun photometer and lidar observations.
This study deals with the dynamic error estimates of the aerosol-retrieved properties by the...
