• Title/Summary/Keyword: Benthic Cover type Classification

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Water Column Correction of Airborne Hyperspectral Image for Benthic Cover Type Classification of Coastal Area (연안 해저 피복 분류를 위한 항공 초분광영상의 수심보정)

  • Shin, Jung Il;Cho, Hyung Gab;Kim, Sung Hak;Choi, Im Ho;Jung, Kyu Kui
    • Spatial Information Research
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    • v.23 no.2
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    • pp.31-38
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    • 2015
  • Remote sensing data is used to increasing efficiency on benthic cover type survey. Satellite and aerial imagery has variance of reflectance by water column effect even if bottom is consisted with same cover type and condition. This study tried to analyze advances of surveying extent and accuracy through water column correction of CASI-1500 hyperspectral image. Study area is coast of Gangneung city, South Korea where benthic environment is rapidly changing with bleaching of coral reef. Water column correction coefficient was estimated using regression models between water reflectance ($R_W$) and depth for sand bottom then the coefficients were applied to whole image. The results shows that expanded interpretable depth from 6-7m to 15m and decreased variation of reflectance by depth. Additionally, water column corrected reflectance image shows 13%p increased accuracy on benthic cover type classification.