1. An evaluation of apparent color of seawater based on the in-situ and satellite-derived Forel-Ule color scale.
- Author
-
Nie, Yafei, Guo, Junting, Sun, Baonan, and Lv, Xianqing
- Subjects
- *
RADIAL basis functions , *ENVIRONMENTAL monitoring , *SEAWATER , *COLOR of water , *WATER quality monitoring , *OCEAN color - Abstract
Apparent color of seawater is a key variable that can be used to describe the optical properties of seawater and plays a crucial role in understanding surface marine ecosystems and processes. The apparent color of seawater traditionally determined from a hand-held Forel-Ule color comparator scale can now be derived from satellite ocean color end-product water leaving radiance or remote sensing reflectance. However, this retrieval algorithm has not been verified in China's offshore waters, which are some of the most turbid waters in the world. Thus, the precision of the satellite-derived Forel-Ule index (FUI satellite) is unknown in this area. In this paper, FUI satellite values is evaluated using in-situ FUI (FUI insitu) observations obtained in the first large-scale systematic survey on the marine environment in China, and the results show that there is a generally good agreement (r = 0.75, N = 2390, p = 0.00, MAD = 2.61, MUPD = 35.02%) between them. Uncertainties of satellite derivation along the coast of the East China Sea (ECS) and the Beibu Gulf are identified. Moreover, the probability of uncertainties of FUI satellite as a function of FUI insitu can be well fitted by Gaussian function (r2 = 0.99). Our study also demonstrates that the radial basis function, which uses linear function as the basis function, is the optimal method on the spatial interpolation of FUI insitu. The FUI satellite is still in good agreement with the interpolated FUI insitu field (r = 0.77, N = 265302, p = 0.00, MAD = 1.73, MUPD = 36.06%), which reveals that remote sensing techniques could be an integral tool for operational environmental monitoring of water quality in China's offshore waters. • Water color FU scale derived by remote-sensing reflectances in China's offshore waters are evaluated by in situ measurements. • Several sea areas of inaccurate satellite derivation have been identified. • Linear radial basis function interpolation is used to reconstruct the observed FU field, due to its good performance. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF