Description and validation of an AOT product over land at the 0.6 μm channel of the SEVIRI sensor onboard MSG

The Spinning Enhanced Visible and InfraRed Imager (SEVIRI) aboard Meteosat Second Generation (MSG) launched in 2003 by EUMETSAT is dedicated to the Nowcasting applications and Numerical Weather Prediction and to the provision of observations for climate monitoring and research. We use the data in vi...

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Published in:Atmospheric Measurement Techniques
Main Authors: Bernard, E., Moulin, C., Ramon, D., Jolivet, D., Riedi, J., Nicolas, J.-M.
Format: Text
Language:English
Published: 2018
Subjects:
Online Access:https://doi.org/10.5194/amt-4-2543-2011
https://amt.copernicus.org/articles/4/2543/2011/
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spelling ftcopernicus:oai:publications.copernicus.org:amt11250 2023-05-15T13:07:15+02:00 Description and validation of an AOT product over land at the 0.6 μm channel of the SEVIRI sensor onboard MSG Bernard, E. Moulin, C. Ramon, D. Jolivet, D. Riedi, J. Nicolas, J.-M. 2018-01-15 application/pdf https://doi.org/10.5194/amt-4-2543-2011 https://amt.copernicus.org/articles/4/2543/2011/ eng eng doi:10.5194/amt-4-2543-2011 https://amt.copernicus.org/articles/4/2543/2011/ eISSN: 1867-8548 Text 2018 ftcopernicus https://doi.org/10.5194/amt-4-2543-2011 2020-07-20T16:25:58Z The Spinning Enhanced Visible and InfraRed Imager (SEVIRI) aboard Meteosat Second Generation (MSG) launched in 2003 by EUMETSAT is dedicated to the Nowcasting applications and Numerical Weather Prediction and to the provision of observations for climate monitoring and research. We use the data in visible and near infrared (NIR) channels to derive the aerosol optical thickness (AOT) over land. The algorithm is based on the assumption that the top of the atmosphere (TOA) reflectance increases with the aerosol load. This is a reasonable assumption except in case of absorbing aerosols above bright surfaces. We assume that the minimum in a 14-days time series of the TOA reflectance is, once corrected from gaseous scattering and absorption, representative of the surface reflectance. The AOT and the aerosol model (a set of 5 models is used), are retrieved by matching the simulated TOA reflectance with the TOA reflectances measured by SEVIRI in its visible and NIR spectral bands. The high temporal resolution of the data acquisition by SEVIRI allows to retrieve the AOT every 15 min with a spatial resolution of 3 km at sub-satellite point, over the entire SEVIRI disk covering Europe, Africa and part of South America. The resulting AOT, a level 2 product at the native temporal and spatial SEVIRI resolutions, is presented and evaluated in this paper. The AOT has been validated using ground based measurements from AErosol RObotic NETwork (AERONET), a sun-photometer network, focusing over Europe for 3 months in 2006. The SEVIRI estimates correlate well with the AERONET measurements, r = 0.64, with a slight overestimate, bias = −0.017. The sources of errors are mainly the cloud contamination and the bad estimation of the surface reflectance. The temporal evolutions exhibited by both datasets show very good agreement which allows to conclude that the AOT Level 2 product from SEVIRI can be used to quantify the aerosol content and to monitor its daily evolution with a high temporal frequency. The comparison with daily maps of Moderate Resolution Imaging Spectroradiometer (MODIS) AOT level 3 product shows qualitative good agreement in the retrieved geographic patterns of AOT. Given the high spatial and temporal resolutions obtained with this approach, our results have clear potential for applications ranging from air quality monitoring to climate studies. This paper presents a first evaluation and validation of the derived AOT over Europe in order to document the overall quality of a product that will be made publicly available to the users of the aforementioned research communities. Text Aerosol Robotic Network Copernicus Publications: E-Journals Atmospheric Measurement Techniques 4 11 2543 2565
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collection Copernicus Publications: E-Journals
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language English
description The Spinning Enhanced Visible and InfraRed Imager (SEVIRI) aboard Meteosat Second Generation (MSG) launched in 2003 by EUMETSAT is dedicated to the Nowcasting applications and Numerical Weather Prediction and to the provision of observations for climate monitoring and research. We use the data in visible and near infrared (NIR) channels to derive the aerosol optical thickness (AOT) over land. The algorithm is based on the assumption that the top of the atmosphere (TOA) reflectance increases with the aerosol load. This is a reasonable assumption except in case of absorbing aerosols above bright surfaces. We assume that the minimum in a 14-days time series of the TOA reflectance is, once corrected from gaseous scattering and absorption, representative of the surface reflectance. The AOT and the aerosol model (a set of 5 models is used), are retrieved by matching the simulated TOA reflectance with the TOA reflectances measured by SEVIRI in its visible and NIR spectral bands. The high temporal resolution of the data acquisition by SEVIRI allows to retrieve the AOT every 15 min with a spatial resolution of 3 km at sub-satellite point, over the entire SEVIRI disk covering Europe, Africa and part of South America. The resulting AOT, a level 2 product at the native temporal and spatial SEVIRI resolutions, is presented and evaluated in this paper. The AOT has been validated using ground based measurements from AErosol RObotic NETwork (AERONET), a sun-photometer network, focusing over Europe for 3 months in 2006. The SEVIRI estimates correlate well with the AERONET measurements, r = 0.64, with a slight overestimate, bias = −0.017. The sources of errors are mainly the cloud contamination and the bad estimation of the surface reflectance. The temporal evolutions exhibited by both datasets show very good agreement which allows to conclude that the AOT Level 2 product from SEVIRI can be used to quantify the aerosol content and to monitor its daily evolution with a high temporal frequency. The comparison with daily maps of Moderate Resolution Imaging Spectroradiometer (MODIS) AOT level 3 product shows qualitative good agreement in the retrieved geographic patterns of AOT. Given the high spatial and temporal resolutions obtained with this approach, our results have clear potential for applications ranging from air quality monitoring to climate studies. This paper presents a first evaluation and validation of the derived AOT over Europe in order to document the overall quality of a product that will be made publicly available to the users of the aforementioned research communities.
format Text
author Bernard, E.
Moulin, C.
Ramon, D.
Jolivet, D.
Riedi, J.
Nicolas, J.-M.
spellingShingle Bernard, E.
Moulin, C.
Ramon, D.
Jolivet, D.
Riedi, J.
Nicolas, J.-M.
Description and validation of an AOT product over land at the 0.6 μm channel of the SEVIRI sensor onboard MSG
author_facet Bernard, E.
Moulin, C.
Ramon, D.
Jolivet, D.
Riedi, J.
Nicolas, J.-M.
author_sort Bernard, E.
title Description and validation of an AOT product over land at the 0.6 μm channel of the SEVIRI sensor onboard MSG
title_short Description and validation of an AOT product over land at the 0.6 μm channel of the SEVIRI sensor onboard MSG
title_full Description and validation of an AOT product over land at the 0.6 μm channel of the SEVIRI sensor onboard MSG
title_fullStr Description and validation of an AOT product over land at the 0.6 μm channel of the SEVIRI sensor onboard MSG
title_full_unstemmed Description and validation of an AOT product over land at the 0.6 μm channel of the SEVIRI sensor onboard MSG
title_sort description and validation of an aot product over land at the 0.6 μm channel of the seviri sensor onboard msg
publishDate 2018
url https://doi.org/10.5194/amt-4-2543-2011
https://amt.copernicus.org/articles/4/2543/2011/
genre Aerosol Robotic Network
genre_facet Aerosol Robotic Network
op_source eISSN: 1867-8548
op_relation doi:10.5194/amt-4-2543-2011
https://amt.copernicus.org/articles/4/2543/2011/
op_doi https://doi.org/10.5194/amt-4-2543-2011
container_title Atmospheric Measurement Techniques
container_volume 4
container_issue 11
container_start_page 2543
op_container_end_page 2565
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