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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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 |
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Open Polar |
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Directory of Open Access Journals: DOAJ Articles |
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English |
topic |
Physics QC1-999 Chemistry QD1-999 |
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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 |
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5095 |
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5106 |
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