Daily estimates of aerosol optical thickness over land surface based on a directional and temporal analysis of SEVIRI MSG visible observations

International audience This paper presents an innovative method for obtaining a daily estimate of a qualitycontrolled aerosol optical thickness (AOT) of a vertical column of the atmosphere over the continents. Because properties of land surface are more stationary than the atmosphere, the temporal d...

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Published in:Journal of Geophysical Research
Main Authors: Carrer, Dominique, Roujean, Jean-Louis, Hautecoeur, Olivier, Elias, Thierry
Other Authors: Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE), Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2010
Subjects:
Online Access:https://hal.archives-ouvertes.fr/hal-03199943
https://hal.archives-ouvertes.fr/hal-03199943/document
https://hal.archives-ouvertes.fr/hal-03199943/file/2009JD012272.pdf
https://doi.org/10.1029/2009JD012272
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spelling ftccsdartic:oai:HAL:hal-03199943v1 2023-05-15T13:06:53+02:00 Daily estimates of aerosol optical thickness over land surface based on a directional and temporal analysis of SEVIRI MSG visible observations Carrer, Dominique Roujean, Jean-Louis Hautecoeur, Olivier Elias, Thierry Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE) Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ) 2010 https://hal.archives-ouvertes.fr/hal-03199943 https://hal.archives-ouvertes.fr/hal-03199943/document https://hal.archives-ouvertes.fr/hal-03199943/file/2009JD012272.pdf https://doi.org/10.1029/2009JD012272 en eng HAL CCSD American Geophysical Union info:eu-repo/semantics/altIdentifier/doi/10.1029/2009JD012272 hal-03199943 https://hal.archives-ouvertes.fr/hal-03199943 https://hal.archives-ouvertes.fr/hal-03199943/document https://hal.archives-ouvertes.fr/hal-03199943/file/2009JD012272.pdf doi:10.1029/2009JD012272 info:eu-repo/semantics/OpenAccess ISSN: 0148-0227 EISSN: 2156-2202 Journal of Geophysical Research https://hal.archives-ouvertes.fr/hal-03199943 Journal of Geophysical Research, American Geophysical Union, 2010, 115 (D10), ⟨10.1029/2009JD012272⟩ [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere [SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces environment info:eu-repo/semantics/article Journal articles 2010 ftccsdartic https://doi.org/10.1029/2009JD012272 2021-12-19T00:16:27Z International audience This paper presents an innovative method for obtaining a daily estimate of a qualitycontrolled aerosol optical thickness (AOT) of a vertical column of the atmosphere over the continents. Because properties of land surface are more stationary than the atmosphere, the temporal dimension is exploited for simultaneous retrieval of the surface and aerosol bidirectional reflectance distribution function (BRDF) coming from a kerneldriven reflectance model. Off-zenith geometry of illumination enhances the forward scattering peak of the aerosol, which improves the retrieval of AOT from the aerosol BRDF. The solution is obtained through an unconstrained linear inversion procedure and perpetuated in time using a Kalman filter. On the basis of numerical experiments using the 6S atmospheric code, the validity of the BRDF model is demonstrated. The application is carried out with data from the Spinning Enhanced Visible and Infra Red Imager (SEVIRI) instrument on board the geostationary Meteosat Second Generation (MSG) satellite from June 2005 to August 2007 for midlatitude regions and from March 2006 to June 2006 over desert sites. The satellite-derived SEVIRI AOT compares favorably with Aerosol Robotic Network (AERONET) measurements for a number of contrasted stations and also similar Moderate Resolution Imaging Spectroradiometer (MODIS) products, within 20% of relative accuracy. The method appears competitive for tracking anthropogenic aerosol emissions in the troposphere and shows a potential for the challenging estimate of dust events over bright targets. Moreover, a high-frequency distribution of AOT provides hints as to the variability of pollutants according to town density and, potentially, motor vehicle traffic. The outcomes of the present study are expected to promote a monitoring of the global distributions of natural and anthropogenic sources and sinks of aerosol, which are receiving increased attention because of their climatic implications. Article in Journal/Newspaper Aerosol Robotic Network Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) Journal of Geophysical Research 115 D10
institution Open Polar
collection Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe)
op_collection_id ftccsdartic
language English
topic [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
spellingShingle [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
Carrer, Dominique
Roujean, Jean-Louis
Hautecoeur, Olivier
Elias, Thierry
Daily estimates of aerosol optical thickness over land surface based on a directional and temporal analysis of SEVIRI MSG visible observations
topic_facet [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
description International audience This paper presents an innovative method for obtaining a daily estimate of a qualitycontrolled aerosol optical thickness (AOT) of a vertical column of the atmosphere over the continents. Because properties of land surface are more stationary than the atmosphere, the temporal dimension is exploited for simultaneous retrieval of the surface and aerosol bidirectional reflectance distribution function (BRDF) coming from a kerneldriven reflectance model. Off-zenith geometry of illumination enhances the forward scattering peak of the aerosol, which improves the retrieval of AOT from the aerosol BRDF. The solution is obtained through an unconstrained linear inversion procedure and perpetuated in time using a Kalman filter. On the basis of numerical experiments using the 6S atmospheric code, the validity of the BRDF model is demonstrated. The application is carried out with data from the Spinning Enhanced Visible and Infra Red Imager (SEVIRI) instrument on board the geostationary Meteosat Second Generation (MSG) satellite from June 2005 to August 2007 for midlatitude regions and from March 2006 to June 2006 over desert sites. The satellite-derived SEVIRI AOT compares favorably with Aerosol Robotic Network (AERONET) measurements for a number of contrasted stations and also similar Moderate Resolution Imaging Spectroradiometer (MODIS) products, within 20% of relative accuracy. The method appears competitive for tracking anthropogenic aerosol emissions in the troposphere and shows a potential for the challenging estimate of dust events over bright targets. Moreover, a high-frequency distribution of AOT provides hints as to the variability of pollutants according to town density and, potentially, motor vehicle traffic. The outcomes of the present study are expected to promote a monitoring of the global distributions of natural and anthropogenic sources and sinks of aerosol, which are receiving increased attention because of their climatic implications.
author2 Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE)
Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)
format Article in Journal/Newspaper
author Carrer, Dominique
Roujean, Jean-Louis
Hautecoeur, Olivier
Elias, Thierry
author_facet Carrer, Dominique
Roujean, Jean-Louis
Hautecoeur, Olivier
Elias, Thierry
author_sort Carrer, Dominique
title Daily estimates of aerosol optical thickness over land surface based on a directional and temporal analysis of SEVIRI MSG visible observations
title_short Daily estimates of aerosol optical thickness over land surface based on a directional and temporal analysis of SEVIRI MSG visible observations
title_full Daily estimates of aerosol optical thickness over land surface based on a directional and temporal analysis of SEVIRI MSG visible observations
title_fullStr Daily estimates of aerosol optical thickness over land surface based on a directional and temporal analysis of SEVIRI MSG visible observations
title_full_unstemmed Daily estimates of aerosol optical thickness over land surface based on a directional and temporal analysis of SEVIRI MSG visible observations
title_sort daily estimates of aerosol optical thickness over land surface based on a directional and temporal analysis of seviri msg visible observations
publisher HAL CCSD
publishDate 2010
url https://hal.archives-ouvertes.fr/hal-03199943
https://hal.archives-ouvertes.fr/hal-03199943/document
https://hal.archives-ouvertes.fr/hal-03199943/file/2009JD012272.pdf
https://doi.org/10.1029/2009JD012272
genre Aerosol Robotic Network
genre_facet Aerosol Robotic Network
op_source ISSN: 0148-0227
EISSN: 2156-2202
Journal of Geophysical Research
https://hal.archives-ouvertes.fr/hal-03199943
Journal of Geophysical Research, American Geophysical Union, 2010, 115 (D10), ⟨10.1029/2009JD012272⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1029/2009JD012272
hal-03199943
https://hal.archives-ouvertes.fr/hal-03199943
https://hal.archives-ouvertes.fr/hal-03199943/document
https://hal.archives-ouvertes.fr/hal-03199943/file/2009JD012272.pdf
doi:10.1029/2009JD012272
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.1029/2009JD012272
container_title Journal of Geophysical Research
container_volume 115
container_issue D10
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