Title :
Relevance of spectroscopic approach in the retrieval of suspended sediment concentration (SSC) in case-II waters: An investigation in the high turbid waters of gulf of Cambay, India
Author :
Desikan, Ramakrishnan ; Nadumane, Kusuma Kilingaru ; Bharti, Rishikesh ; Das, Madhumita
Author_Institution :
Dept. of Earth Sci., IIT Bombay, Mumbai, India
Abstract :
This study aims at analysing the spectral characters of high turbid coastal waters to retrieve the Suspended Sediment Concentration (SSC) in Gulf of Cambay, India. For this purpose, the Ocean Colour Monitor (OCM) data was processed using quasi-synchronous field, and laboratory spectral reflectance measurements. Spectral similarity between the image-spectra and library-spectra estimated by Spectral Angle Mapper (SAM) algorithm was used to retrieve SSC. The result obtained by SAM algorithm was compared with Total Suspended Matter (TSM) and Suspended Sediment Matter Retrieval (SSMR) algorithms. It was found that for case-II waters, the longer wavelength (743 nm and 835 nm) is very sensitive to SSC changes. Hence, the SAM-based approach involving all wavelength regions is found to be very efficient and match with field measured SSC.
Keywords :
geophysical image processing; oceanographic regions; oceanographic techniques; seawater; sediments; turbidity; Gulf of Cambay; India; Ocean Colour Monitor data; SAM algorithm; SAM-based approach; SSC changes; Spectral Angle Mapper algorithm; case-II waters; high turbid coastal waters; image-spectra; laboratory spectral reflectance measurements; library-spectra; quasisynchronous field; spectral characters; spectral similarity; spectroscopic approach; suspended sediment concentration; suspended sediment matter retrieval algorithm; total suspended matter algorithm; wavelength regions; Algorithm design and analysis; Image color analysis; Oceans; Reflectivity; Remote sensing; Sea measurements; Sediments; Case-II waters; Spectral Angle Mapper; Suspended Sediment Concentration;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6352531