Severe visibility marine fog detection using GOCI/COMS VIS bands

DC Field Value Language
dc.contributor.author Kim D. -
dc.contributor.author Park M.-S. -
dc.date.accessioned 2020-07-15T07:31:01Z -
dc.date.available 2020-07-15T07:31:01Z -
dc.date.created 2020-06-03 -
dc.date.issued 2019-10-09 -
dc.identifier.issn 0277-786X -
dc.identifier.uri https://sciwatch.kiost.ac.kr/handle/2020.kiost/22381 -
dc.description.abstract In this study, we investigated different optical properties between severe versus moderate visibility marine fog using Geostationary Ocean Color Imager (GOCI) visible band measurements. Severe and moderate visibility marine fogs are best distinguishable with the criteria of visibility as 500 m. Using this, we developed an algorithm that classifies severe visibility marine fog based on Decision Tree (DT) method. Calibration and validation data were constructed for 2016 and 2017 marine fog cases, respectively, through match-up between satellite and in-situ data. In general, marine fog region has differences of textural and optical properties with cloud. The GOCI 412 nm Rayleigh Corrected Reflectance (Rrc) reveals small spatial variability in fog than in cloud. Also, it is notable that some distinction exists in Rrc magnitude between severe and moderate visibility marine fog region. Using this feature, we have developed a satellite marine fog detection algorithm with severe/moderate visibility classification. Rrc and Normalized Local Standard Deviation (NLSD) of Rrc were determined as primary input. However, visible channel alone cannot completely distinguish marine fog from cloud because it does not provide cloud height information. Here, we used cloud top height data from Himawari-8 as a supplementary data to remove cloud that was miss-classified as fog. Hit Rate (HR) and False Alarm Rate (FAR) for moderate (severe) visibility marine fog were 0.96 (0.86) and 0.31 (0.12), respectively. © 2019 SPIE. -
dc.description.uri 1 -
dc.language English -
dc.publisher SPIE -
dc.relation.isPartOf Proceedings of SPIE - The International Society for Optical Engineering Volume 11152, 2019 -
dc.title Severe visibility marine fog detection using GOCI/COMS VIS bands -
dc.type Conference -
dc.citation.conferenceDate 2019-09-11 -
dc.citation.conferencePlace FR -
dc.citation.endPage 1115219 -
dc.citation.startPage 1115219 -
dc.citation.title Remote Sensing of Clouds and the Atmosphere XXIV 2019 -
dc.identifier.bibliographicCitation Remote Sensing of Clouds and the Atmosphere XXIV 2019, pp.1115219 -
dc.identifier.scopusid 2-s2.0-85079069418 -
dc.description.journalClass 1 -
Appears in Collections:
Ocean Research, Operations & Support Department > Korea Ocean Satellite Center > 2. Conference Papers
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