Comparison of MODIS and VIIRS cloud properties with ARM ground-based observations over Finland
Cloud retrievals from the Moderate Resolution Imaging Spectroradiometer (MODIS) instruments aboard the satellites Terra and Aqua and the Visible Infrared Imaging Radiometer Suite (VIIRS) instrument aboard the Suomi-NPP satellite are evaluated using a combination of ground-based instruments providing...
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doaj-64c728a87b874faab79af8da6f7544dc2020-11-25T00:39:12ZengCopernicus PublicationsAtmospheric Measurement Techniques1867-13811867-85482016-07-01973193320310.5194/amt-9-3193-2016Comparison of MODIS and VIIRS cloud properties with ARM ground-based observations over FinlandM. K. Sporre0E. J. O'Connor1N. Håkansson2A. Thoss3E. Swietlicki4T. Petäjä5Department of Physics, Lund University, Lund, SwedenDepartment of Meteorology, University of Reading, Reading, UKSwedish Meteorological and Hydrological Institute, Norrköping, SwedenSwedish Meteorological and Hydrological Institute, Norrköping, SwedenDepartment of Physics, Lund University, Lund, SwedenDepartment of Physics, University of Helsinki, Helsinki, FinlandCloud retrievals from the Moderate Resolution Imaging Spectroradiometer (MODIS) instruments aboard the satellites Terra and Aqua and the Visible Infrared Imaging Radiometer Suite (VIIRS) instrument aboard the Suomi-NPP satellite are evaluated using a combination of ground-based instruments providing vertical profiles of clouds. The ground-based measurements are obtained from the Atmospheric Radiation Measurement (ARM) programme mobile facility, which was deployed in Hyytiälä, Finland, between February and September 2014 for the Biogenic Aerosols – Effects on Clouds and Climate (BAECC) campaign. The satellite cloud parameters cloud top height (CTH) and liquid water path (LWP) are compared with ground-based CTH obtained from a cloud mask created using lidar and radar data and LWP acquired from a multi-channel microwave radiometer. Clouds from all altitudes in the atmosphere are investigated. The clouds are diagnosed as single or multiple layer using the ground-based cloud mask. For single-layer clouds, satellites overestimated CTH by 326 m (14 %) on average. When including multilayer clouds, satellites underestimated CTH by on average 169 m (5.8 %). MODIS collection 6 overestimated LWP by on average 13 g m<sup>−2</sup> (11 %). Interestingly, LWP for MODIS collection 5.1 is slightly overestimated by Aqua (4.56 %) but is underestimated by Terra (14.3 %). This underestimation may be attributed to a known issue with a drift in the reflectance bands of the MODIS instrument on Terra. This evaluation indicates that the satellite cloud parameters selected show reasonable agreement with their ground-based counterparts over Finland, with minimal influence from the large solar zenith angle experienced by the satellites in this high-latitude location.http://www.atmos-meas-tech.net/9/3193/2016/amt-9-3193-2016.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
M. K. Sporre E. J. O'Connor N. Håkansson A. Thoss E. Swietlicki T. Petäjä |
spellingShingle |
M. K. Sporre E. J. O'Connor N. Håkansson A. Thoss E. Swietlicki T. Petäjä Comparison of MODIS and VIIRS cloud properties with ARM ground-based observations over Finland Atmospheric Measurement Techniques |
author_facet |
M. K. Sporre E. J. O'Connor N. Håkansson A. Thoss E. Swietlicki T. Petäjä |
author_sort |
M. K. Sporre |
title |
Comparison of MODIS and VIIRS cloud properties with ARM ground-based
observations over Finland |
title_short |
Comparison of MODIS and VIIRS cloud properties with ARM ground-based
observations over Finland |
title_full |
Comparison of MODIS and VIIRS cloud properties with ARM ground-based
observations over Finland |
title_fullStr |
Comparison of MODIS and VIIRS cloud properties with ARM ground-based
observations over Finland |
title_full_unstemmed |
Comparison of MODIS and VIIRS cloud properties with ARM ground-based
observations over Finland |
title_sort |
comparison of modis and viirs cloud properties with arm ground-based
observations over finland |
publisher |
Copernicus Publications |
series |
Atmospheric Measurement Techniques |
issn |
1867-1381 1867-8548 |
publishDate |
2016-07-01 |
description |
Cloud retrievals from the Moderate Resolution Imaging
Spectroradiometer (MODIS) instruments aboard the satellites Terra and Aqua
and the Visible Infrared Imaging Radiometer Suite (VIIRS) instrument aboard
the Suomi-NPP satellite are evaluated using a combination of ground-based
instruments providing vertical profiles of clouds. The ground-based
measurements are obtained from the Atmospheric Radiation Measurement (ARM)
programme mobile facility, which was deployed in Hyytiälä, Finland,
between February and September 2014 for the Biogenic Aerosols – Effects on
Clouds and Climate (BAECC) campaign. The satellite cloud parameters cloud
top height (CTH) and liquid water path (LWP) are compared with ground-based
CTH obtained from a cloud mask created using lidar and radar data and LWP
acquired from a multi-channel microwave radiometer. Clouds from all
altitudes in the atmosphere are investigated. The clouds are diagnosed as
single or multiple layer using the ground-based cloud mask. For single-layer
clouds, satellites overestimated CTH by 326 m (14 %) on average. When
including multilayer clouds, satellites underestimated CTH by on average
169 m (5.8 %). MODIS collection 6 overestimated LWP by on average
13 g m<sup>−2</sup> (11 %). Interestingly, LWP for MODIS collection 5.1 is slightly
overestimated by Aqua (4.56 %) but is underestimated by Terra (14.3 %).
This underestimation may be attributed to a known issue with a drift
in the reflectance bands of the MODIS instrument on Terra. This evaluation
indicates that the satellite cloud parameters selected show reasonable
agreement with their ground-based counterparts over Finland, with minimal
influence from the large solar zenith angle experienced by the satellites in
this high-latitude location. |
url |
http://www.atmos-meas-tech.net/9/3193/2016/amt-9-3193-2016.pdf |
work_keys_str_mv |
AT mksporre comparisonofmodisandviirscloudpropertieswitharmgroundbasedobservationsoverfinland AT ejoconnor comparisonofmodisandviirscloudpropertieswitharmgroundbasedobservationsoverfinland AT nhakansson comparisonofmodisandviirscloudpropertieswitharmgroundbasedobservationsoverfinland AT athoss comparisonofmodisandviirscloudpropertieswitharmgroundbasedobservationsoverfinland AT eswietlicki comparisonofmodisandviirscloudpropertieswitharmgroundbasedobservationsoverfinland AT tpetaja comparisonofmodisandviirscloudpropertieswitharmgroundbasedobservationsoverfinland |
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