Title :
Monitoring water constituents and salinity variations of saltwater using EO-1 Hyperion satellite imagery in the Pearl River Estuary, China
Author :
Fang, Li-Gang ; Chen, Shui-Sen ; Li, Hong-li ; Gu, Cai-dong
Author_Institution :
Suzhou Vocational Univ., Guangzhou
Abstract :
to detect water constituents´ concentrations and salinity of the Pearl River Estuary (PRE), we analyzed the spectral properties of water constituents and investigated the relationships between field water reflectance spectra and water constituents´ concentrations based on the synchronous in-situ hyper-spectral data analysis. Two strong relationships were discovered (two linear fit described respectively the positive correlation), one between in-situ reflectance ratio R680/R527 and total suspended sediment concentrations (TSS) (R2=65%) and the other between chlorophyll-a concentrations and the reflectance ratio R704/R513 (R2=78%); however, the result also showed that the absorption coefficient of color dissolved organic matter (CDOM) was not tightly correlated with reflectance. In addition, we also observed the significant relationships (R2=79%) between TSS and surface salinity. Finally, we were able to develop a novel method to detect water constituents´ concentrations and surface salinity of river estuary waters from the calibrated EO-1 Hyperion reflectance data in the PRE. The EO-1 Hyperion derived surface salinity and water constituents´ concentrations were validated using in-situ data that were collected on December 21, 2006, and synchronous with EO-1 Hyperion satellite imagery acquisition. The results showed that the semi-empirical relationships are capable of predicting salinity and water constituents´ concentrations from EO-1 Hyperion imagery.
Keywords :
oceanographic regions; oceanographic techniques; remote sensing; seawater; sediments; AD 2006 12 21; China; EO-1 Hyperion satellite imagery; Pearl River Estuary; chlorophyll-a concentrations; color dissolved organic matter; field water reflectance spectra; in-situ hyperspectral data analysis; reflectance ratio; salinity variation monitoring; saltwater; total suspended sediment concentration; water constituents monitoring; Absorption; Data analysis; Image analysis; Monitoring; Reflectivity; Rivers; Satellites; Sediments; Spectral analysis; Water; Chlorophyll-a; Hyperion imagery; PRE; salinity; total suspended solid;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-2807-6
Electronic_ISBN :
978-1-4244-2808-3
DOI :
10.1109/IGARSS.2008.4778889