ELIFAN, an algorithm for the estimation of cloud cover from sky imagers

In the context of a network of sky cameras installed on atmospheric multi-instrumented sites, we present an algorithm named ELIFAN, which aims to estimate the cloud cover amount from full-sky visible daytime images with a common principle and procedure. ELIFAN was initially developed for a self-made...

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Veröffentlicht in:Atmospheric measurement techniques 2019-10, Vol.12 (10), p.5519-5534
Hauptverfasser: Lothon, Marie, Barneoud, Paul, Gabella, Omar, Lohou, Fabienne, Derrien, Solene, Rondi, Sylvain, Chiriaco, Marjolaine, Bastin, Sophie, Dupont, Jean-Charles, Haeffelin, Martial, Badosa, Jordi, Pascal, Nicolas, Montoux, Nadege
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Sprache:eng
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Zusammenfassung:In the context of a network of sky cameras installed on atmospheric multi-instrumented sites, we present an algorithm named ELIFAN, which aims to estimate the cloud cover amount from full-sky visible daytime images with a common principle and procedure. ELIFAN was initially developed for a self-made full-sky image system presented in this article and adapted to a set of other systems in the network. It is based on red-to-blue ratio thresholding for the distinction of cloudy and cloud-free pixels of the image and on the use of a cloud-free sky library, without taking account of aerosol loading. Both an absolute (without the use of a cloud-free reference image) and a differential (based on a cloud-free reference image) red-to-blue ratio thresholding are used.
ISSN:1867-8548
1867-1381
1867-8548
DOI:10.5194/amt-12-5519-2019