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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Main Authors: M. K. Sporre, E. J. O'Connor, N. Håkansson, A. Thoss, E. Swietlicki, T. Petäjä
Format: Article
Language:English
Published: Copernicus Publications 2016-07-01
Series:Atmospheric Measurement Techniques
Online Access:http://www.atmos-meas-tech.net/9/3193/2016/amt-9-3193-2016.pdf
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spelling 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
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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
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