Intercomparison in spatial distributions and temporal trends derived from multi-source satellite aerosol products
Satellite-derived aerosol products provide long-term and large-scale observations for analysing aerosol distributions and variations, climate-scale aerosol simulations, and aerosol–climate interactions. Therefore, a better understanding of the consistencies and differences among multiple aerosol pro...
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| Vydané v: | Atmospheric chemistry and physics Ročník 19; číslo 10; s. 7183 - 7207 |
|---|---|
| Hlavní autori: | , , , , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
Katlenburg-Lindau
Copernicus GmbH
29.05.2019
Copernicus Publications |
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| ISSN: | 1680-7324, 1680-7316, 1680-7324 |
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| Abstract | Satellite-derived aerosol products provide long-term and large-scale
observations for analysing aerosol distributions and variations,
climate-scale aerosol simulations, and aerosol–climate interactions.
Therefore, a better understanding of the consistencies and differences among
multiple aerosol products is important. The objective of this study is to
compare 11 global monthly aerosol optical depth (AOD) products,
which are the European Space Agency Climate Change Initiative (ESA-CCI)
Advanced Along-Track Scanning Radiometer (AATSR), Advanced Very High
Resolution Radiometer (AVHRR), Multi-angle Imaging SpectroRadiometer
(MISR), Moderate Resolution Imaging Spectroradiometer (MODIS), Sea-viewing
Wide Field-of-view Sensor (SeaWiFS), Visible Infrared Imaging Radiometer
(VIIRS), and POLarization and Directionality of the Earth's Reflectance
(POLDER) products. AErosol RObotic NEtwork (AERONET) Version 3 Level 2.0
monthly measurements at 308 sites around the world are selected for
comparison. Our results illustrate that the spatial distributions and
temporal variations of most aerosol products are highly consistent globally
but exhibit certain differences on regional and site scales. In general, the
AATSR Dual View (ADV) and SeaWiFS products show the lowest spatial coverage
with numerous missing values, while the MODIS products can cover most areas
(average of 87 %) of the world. The best performance is observed in
September–October–November (SON) and the worst is in June–July–August (JJA).
All the products perform unsatisfactorily over northern Africa and Middle
East, southern and eastern Asia, and their coastal areas due to the influence from
surface brightness and human activities. In general, the MODIS products show
the best agreement with the AERONET-based AOD values on different spatial
scales among all the products. Furthermore, all aerosol products can capture
the correct aerosol trends at most cases, especially in areas where aerosols
change significantly. The MODIS products perform best in capturing the
global temporal variations in aerosols. These results provide a reference
for users to select appropriate aerosol products for their particular
studies. |
|---|---|
| AbstractList | Satellite-derived aerosol products provide long-term and large-scale observations for analysing aerosol distributions and variations, climate-scale aerosol simulations, and aerosol–climate interactions. Therefore, a better understanding of the consistencies and differences among multiple aerosol products is important. The objective of this study is to compare 11 global monthly aerosol optical depth (AOD) products, which are the European Space Agency Climate Change Initiative (ESA-CCI) Advanced Along-Track Scanning Radiometer (AATSR), Advanced Very High Resolution Radiometer (AVHRR), Multi-angle Imaging SpectroRadiometer (MISR), Moderate Resolution Imaging Spectroradiometer (MODIS), Sea-viewing Wide Field-of-view Sensor (SeaWiFS), Visible Infrared Imaging Radiometer (VIIRS), and POLarization and Directionality of the Earth's Reflectance (POLDER) products. AErosol RObotic NEtwork (AERONET) Version 3 Level 2.0 monthly measurements at 308 sites around the world are selected for comparison. Our results illustrate that the spatial distributions and temporal variations of most aerosol products are highly consistent globally but exhibit certain differences on regional and site scales. In general, the AATSR Dual View (ADV) and SeaWiFS products show the lowest spatial coverage with numerous missing values, while the MODIS products can cover most areas (average of 87 %) of the world. The best performance is observed in September–October–November (SON) and the worst is in June–July–August (JJA). All the products perform unsatisfactorily over northern Africa and Middle East, southern and eastern Asia, and their coastal areas due to the influence from surface brightness and human activities. In general, the MODIS products show the best agreement with the AERONET-based AOD values on different spatial scales among all the products. Furthermore, all aerosol products can capture the correct aerosol trends at most cases, especially in areas where aerosols change significantly. The MODIS products perform best in capturing the global temporal variations in aerosols. These results provide a reference for users to select appropriate aerosol products for their particular studies. Satellite-derived aerosol products provide long-term and large-scale observations for analysing aerosol distributions and variations, climate-scale aerosol simulations, and aerosol–climate interactions. Therefore, a better understanding of the consistencies and differences among multiple aerosol products is important. The objective of this study is to compare 11 global monthly aerosol optical depth (AOD) products, which are the European Space Agency Climate Change Initiative (ESA-CCI) Advanced Along-Track Scanning Radiometer (AATSR), Advanced Very High Resolution Radiometer (AVHRR), Multi-angle Imaging SpectroRadiometer (MISR), Moderate Resolution Imaging Spectroradiometer (MODIS), Sea-viewing Wide Field-of-view Sensor (SeaWiFS), Visible Infrared Imaging Radiometer (VIIRS), and POLarization and Directionality of the Earth's Reflectance (POLDER) products. AErosol RObotic NEtwork (AERONET) Version 3 Level 2.0 monthly measurements at 308 sites around the world are selected for comparison. Our results illustrate that the spatial distributions and temporal variations of most aerosol products are highly consistent globally but exhibit certain differences on regional and site scales. In general, the AATSR Dual View (ADV) and SeaWiFS products show the lowest spatial coverage with numerous missing values, while the MODIS products can cover most areas (average of 87 %) of the world. The best performance is observed in September–October–November (SON) and the worst is in June–July–August (JJA). All the products perform unsatisfactorily over northern Africa and Middle East, southern and eastern Asia, and their coastal areas due to the influence from surface brightness and human activities. In general, the MODIS products show the best agreement with the AERONET-based AOD values on different spatial scales among all the products. Furthermore, all aerosol products can capture the correct aerosol trends at most cases, especially in areas where aerosols change significantly. The MODIS products perform best in capturing the global temporal variations in aerosols. These results provide a reference for users to select appropriate aerosol products for their particular studies. |
| Audience | Academic |
| Author | Peng, Yiran Mahmood, Rashed Sun, Lin Wei, Jing Guo, Jianping |
| Author_xml | – sequence: 1 givenname: Jing surname: Wei fullname: Wei, Jing – sequence: 2 givenname: Yiran surname: Peng fullname: Peng, Yiran – sequence: 3 givenname: Rashed orcidid: 0000-0002-3583-2232 surname: Mahmood fullname: Mahmood, Rashed – sequence: 4 givenname: Lin surname: Sun fullname: Sun, Lin – sequence: 5 givenname: Jianping orcidid: 0000-0001-8530-8976 surname: Guo fullname: Guo, Jianping |
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| Snippet | Satellite-derived aerosol products provide long-term and large-scale
observations for analysing aerosol distributions and variations,
climate-scale aerosol... Satellite-derived aerosol products provide long-term and large-scale observations for analysing aerosol distributions and variations, climate-scale aerosol... |
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| SubjectTerms | Advanced Very High Resolution Radiometer Aerosol optical depth Aerosol Robotic Network Aerosols Along track scanning radiometer Atmospheric chemistry Climate change Cloud-climate relationships Coastal zone Comparative analysis Distribution Earth Environmental aspects Field of view Global aerosols Global temperature changes Image resolution Imaging techniques Infrared detectors Infrared imaging Infrared radiometers Interactions Intercomparison MODIS open climate campaign Optical analysis Products Radiometers Reflectance Remote sensing Resolution Satellites Sea-viewing Wide Field-of-view Sensor Sensors Spatial distribution Spectroradiometers Surface brightness Temporal variations Trends |
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| Title | Intercomparison in spatial distributions and temporal trends derived from multi-source satellite aerosol products |
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