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Increasing the spatial resolution of cloud property retrievals from Meteosat SEVIRI by use of its high-resolution visible channel: implementation and examples

Deneke, Hartwig and Barrientos-Velasco, Carola and Bley, Sebastian and Hünerbein, Anja and Lenk, Stephan and Macke, Andreas and Meirink, J. F. and Schroedter-Homscheidt, Marion and Senf, Fabian and Wang, Ping and Werner, Frank and Witthuhn, Jonas (2021) Increasing the spatial resolution of cloud property retrievals from Meteosat SEVIRI by use of its high-resolution visible channel: implementation and examples. Atmospheric Measurement Techniques (AMT), 14, pp. 5107-5126. Copernicus Publications. doi: 10.5194/amt-14-5107-2021. ISSN 1867-1381.

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Abstract

The modification of an existing cloud property retrieval scheme for the Spinning Enhanced Visible and Infrared Imager (SEVIRI) instrument on board the geostationary Meteosat satellites is described to utilize its highresolution visible (HRV) channel for increasing the spatial resolution of its physical outputs. This results in products with a nadir spatial resolution of 1 × 1 km2 compared to the standard 3 × 3 km2 resolution offered by the narrowband channels. This improvement thus greatly reduces the resolution gap between current geostationary and polar-orbiting meteorological satellite imagers. In the first processing step, cloudiness is determined from the HRV observations by a threshold-based cloud masking algorithm. Subsequently, a linear model that links the 0.6 µm, 0.8 µm, and HRV reflectances provides a physical constraint to incorporate the spatial high-frequency component of the HRV observations into the retrieval of cloud optical depth. The implementation of the method is described, including the ancillary datasets used. It is demonstrated that the omission of high-frequency variations in the cloud-absorbing 1.6 µm channel results in comparatively large uncertainties in the retrieved cloud effective radius, likely due to the mismatch in channel resolutions. A newly developed downscaling scheme for the 1.6 µm reflectance is therefore applied to mitigate the effects of this scale mismatch. Benefits of the increased spatial resolution of the resulting SEVIRI products are demonstrated for three example applications: (i) for a convective cloud field, it is shown that significantly better agreement between the distributions of cloud optical depth retrieved from SEVIRI and from collocated MODIS observations is achieved. (ii) The temporal evolution of cloud properties for a growing convective storm at standard and HRV spatial resolutions are compared, illustrating an improved contrast in growth signatures resulting from the use of the HRV channel. (iii) An example of surface solar irradiance, determined from the retrieved cloud properties, is shown, for which the HRV channel helps to better capture the large spatiotemporal variability induced by convective clouds. These results suggest that incorporating the HRV channel into the retrieval has potential for improving Meteosat-based cloud products for several application domains.

Item URL in elib:https://elib.dlr.de/143374/
Document Type:Article
Title:Increasing the spatial resolution of cloud property retrievals from Meteosat SEVIRI by use of its high-resolution visible channel: implementation and examples
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Deneke, HartwigTROPOS, LeipzigUNSPECIFIED
Barrientos-Velasco, CarolaTROPOS, LeipzigUNSPECIFIED
Bley, SebastianESA/ESRIN, Frascati, ITUNSPECIFIED
Hünerbein, AnjaTROPOS, LeipzigUNSPECIFIED
Lenk, StephanTROPOS, LeipzigUNSPECIFIED
Macke, AndreasTROPOS, LeipzigUNSPECIFIED
Meirink, J. F.KNMI, De Bilt, NLUNSPECIFIED
Schroedter-Homscheidt, Marionmarion.schroedter-homscheidt (at) dlr.dehttps://orcid.org/0000-0002-1854-903X
Senf, FabianTROPOS, LeipzigUNSPECIFIED
Wang, PingKNMIUNSPECIFIED
Werner, FrankJPL, PasadenaUNSPECIFIED
Witthuhn, JonasTROPOS, LeipzigUNSPECIFIED
Date:28 July 2021
Journal or Publication Title:Atmospheric Measurement Techniques (AMT)
Refereed publication:Yes
Open Access:Yes
Gold Open Access:Yes
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:14
DOI :10.5194/amt-14-5107-2021
Page Range:pp. 5107-5126
Publisher:Copernicus Publications
ISSN:1867-1381
Status:Published
Keywords:cloud, satellite, SEVIRI, HRV, application, solar energy
HGF - Research field:Energy
HGF - Program:Energy System Design
HGF - Program Themes:Energy System Transformation
DLR - Research area:Energy
DLR - Program:E SY - Energy System Technology and Analysis
DLR - Research theme (Project):E - Systems Analysis and Technology Assessment
Location: Oldenburg
Institutes and Institutions:Institute of Networked Energy Systems > Energy Systems Analysis, OL
Deposited By: Schroedter-Homscheidt, Marion
Deposited On:03 Aug 2021 15:29
Last Modified:03 Aug 2021 15:29

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