Development and assessment of a higher-spatial-resolution (4.4 km) MISR aerosol optical depth product using AERONET-DRAGON data

Since early 2000, the Multi-angle Imaging SpectroRadiometer (MISR) instrument on NASA's Terra satellite has been acquiring data that have been used to produce aerosol optical depth (AOD) and particle property retrievals at 17.6 km spatial resolution. Capitalizing on the capabilities provided by...

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Published in:Atmospheric Chemistry and Physics
Main Authors: M. J. Garay, O. V. Kalashnikova, M. A. Bull
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2017
Subjects:
Online Access:https://doi.org/10.5194/acp-17-5095-2017
https://doaj.org/article/07525d809d8340618a3bb6ee9c6f6b2f
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spelling ftdoajarticles:oai:doaj.org/article:07525d809d8340618a3bb6ee9c6f6b2f 2023-05-15T13:06:07+02:00 Development and assessment of a higher-spatial-resolution (4.4 km) MISR aerosol optical depth product using AERONET-DRAGON data M. J. Garay O. V. Kalashnikova M. A. Bull 2017-04-01T00:00:00Z https://doi.org/10.5194/acp-17-5095-2017 https://doaj.org/article/07525d809d8340618a3bb6ee9c6f6b2f EN eng Copernicus Publications http://www.atmos-chem-phys.net/17/5095/2017/acp-17-5095-2017.pdf https://doaj.org/toc/1680-7316 https://doaj.org/toc/1680-7324 1680-7316 1680-7324 doi:10.5194/acp-17-5095-2017 https://doaj.org/article/07525d809d8340618a3bb6ee9c6f6b2f Atmospheric Chemistry and Physics, Vol 17, Iss 8, Pp 5095-5106 (2017) Physics QC1-999 Chemistry QD1-999 article 2017 ftdoajarticles https://doi.org/10.5194/acp-17-5095-2017 2022-12-31T14:08:54Z Since early 2000, the Multi-angle Imaging SpectroRadiometer (MISR) instrument on NASA's Terra satellite has been acquiring data that have been used to produce aerosol optical depth (AOD) and particle property retrievals at 17.6 km spatial resolution. Capitalizing on the capabilities provided by multi-angle viewing, the current operational (Version 22) MISR algorithm performs well, with about 75 % of MISR AOD retrievals globally falling within 0.05 or 20 % × AOD of paired validation data from the ground-based Aerosol Robotic Network (AERONET). This paper describes the development and assessment of a prototype version of a higher-spatial-resolution 4.4 km MISR aerosol optical depth product compared against multiple AERONET Distributed Regional Aerosol Gridded Observations Network (DRAGON) deployments around the globe. In comparisons with AERONET-DRAGON AODs, the 4.4 km resolution retrievals show improved correlation ( r = 0. 9595), smaller RMSE (0.0768), reduced bias (−0.0208), and a larger fraction within the expected error envelope (80.92 %) relative to the Version 22 MISR retrievals. Article in Journal/Newspaper Aerosol Robotic Network Directory of Open Access Journals: DOAJ Articles Atmospheric Chemistry and Physics 17 8 5095 5106
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Physics
QC1-999
Chemistry
QD1-999
spellingShingle Physics
QC1-999
Chemistry
QD1-999
M. J. Garay
O. V. Kalashnikova
M. A. Bull
Development and assessment of a higher-spatial-resolution (4.4 km) MISR aerosol optical depth product using AERONET-DRAGON data
topic_facet Physics
QC1-999
Chemistry
QD1-999
description Since early 2000, the Multi-angle Imaging SpectroRadiometer (MISR) instrument on NASA's Terra satellite has been acquiring data that have been used to produce aerosol optical depth (AOD) and particle property retrievals at 17.6 km spatial resolution. Capitalizing on the capabilities provided by multi-angle viewing, the current operational (Version 22) MISR algorithm performs well, with about 75 % of MISR AOD retrievals globally falling within 0.05 or 20 % × AOD of paired validation data from the ground-based Aerosol Robotic Network (AERONET). This paper describes the development and assessment of a prototype version of a higher-spatial-resolution 4.4 km MISR aerosol optical depth product compared against multiple AERONET Distributed Regional Aerosol Gridded Observations Network (DRAGON) deployments around the globe. In comparisons with AERONET-DRAGON AODs, the 4.4 km resolution retrievals show improved correlation ( r = 0. 9595), smaller RMSE (0.0768), reduced bias (−0.0208), and a larger fraction within the expected error envelope (80.92 %) relative to the Version 22 MISR retrievals.
format Article in Journal/Newspaper
author M. J. Garay
O. V. Kalashnikova
M. A. Bull
author_facet M. J. Garay
O. V. Kalashnikova
M. A. Bull
author_sort M. J. Garay
title Development and assessment of a higher-spatial-resolution (4.4 km) MISR aerosol optical depth product using AERONET-DRAGON data
title_short Development and assessment of a higher-spatial-resolution (4.4 km) MISR aerosol optical depth product using AERONET-DRAGON data
title_full Development and assessment of a higher-spatial-resolution (4.4 km) MISR aerosol optical depth product using AERONET-DRAGON data
title_fullStr Development and assessment of a higher-spatial-resolution (4.4 km) MISR aerosol optical depth product using AERONET-DRAGON data
title_full_unstemmed Development and assessment of a higher-spatial-resolution (4.4 km) MISR aerosol optical depth product using AERONET-DRAGON data
title_sort development and assessment of a higher-spatial-resolution (4.4 km) misr aerosol optical depth product using aeronet-dragon data
publisher Copernicus Publications
publishDate 2017
url https://doi.org/10.5194/acp-17-5095-2017
https://doaj.org/article/07525d809d8340618a3bb6ee9c6f6b2f
genre Aerosol Robotic Network
genre_facet Aerosol Robotic Network
op_source Atmospheric Chemistry and Physics, Vol 17, Iss 8, Pp 5095-5106 (2017)
op_relation http://www.atmos-chem-phys.net/17/5095/2017/acp-17-5095-2017.pdf
https://doaj.org/toc/1680-7316
https://doaj.org/toc/1680-7324
1680-7316
1680-7324
doi:10.5194/acp-17-5095-2017
https://doaj.org/article/07525d809d8340618a3bb6ee9c6f6b2f
op_doi https://doi.org/10.5194/acp-17-5095-2017
container_title Atmospheric Chemistry and Physics
container_volume 17
container_issue 8
container_start_page 5095
op_container_end_page 5106
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