标题：Calculation of the Water-leaving Reflectance Based on Aerosol Information Retrieved from NIR/SWIR bands
作者：Zhu Lin; Yang Fanlin; Zhou Xinghua; Xu Qingshan; Yang Lei; Yin Huan
作者机构：[Zhu Lin] Shandong Univ Sci & Technol, Coll Geomat, Qingdao 266590, Peoples R China.; [Yang Fanlin] NASG, Key Lab Surveying & Mapping Technol Isl & 更多
会议名称：2nd Target Recognition and Artificial Intelligence Summit Forum
会议日期：AUG 28-30, 2019
来源：SECOND TARGET RECOGNITION AND ARTIFICIAL INTELLIGENCE SUMMIT FORUM
关键词：Water-leaving reflectance; Dual channel iterative algorithm; MODIS;; Near-Infrared channel; Shortwave-Infrared channel; Look-up-table(LUT)
摘要：Compare with the reflectance of land surface, ocean water is much less. And, the contribution of atmospheric molecules and aerosols plays an vital importance on the water-leaving reflectance inversion. In order to simplify the inversion process, we generate a look-up-table(LUT) that contains the observation geometry information, the aerosol optical depth(AOD), the exponent of Junge power law(V) and the other factors used to calculate the water-leaving reflectance. The AOD and V are determined using our previous iterative algorithm from dual near-infrared(NIR) and dual shortwave-infrared(SWIR) channels, respectively. We compare the retrieved AOD and V with Aerosol Robotic Network(AERONET) measurement datas to ensure the precision of aerosol information. The AERONET AOD at 550 nm is 0.0876, and the inversed AOD from dual-NIR and dual-SWIR is 0.05-0.325 and 0.0373-0.98, respectively. For dual-NIR, there are 31.97% and 57.18% pixels with the AOD absolute relative error less than 10% and 20%, respectively. For dual-SWIR, there are 31.01% and 59.79%. Then, we use the retrieved aerosol information together with the observation geometry information to get the factors used to calculate the water-leaving reflectance through interpolation. Finally, we use the MODIS ocean color product to verify the water-leaving reflectance calculated based on aerosol retrieved from NIR and SWIR, and the two calculated water-leaving reflectance are marked as rho(NIR) and rho(SWIR). In the visible and near-infrared region, both of them are smaller than the product values. Despite the rho(SWIR) is larger than rho(NIR), the overcorrection is much more serious in rho(NIR).