The study indicates that the developed algorithm can be more robust and valuable for various satellite-based synoptic mapping of TSM, including the future Indian Oceansat-3 OCM mission. The developed algorithm has been validated successfully with in situ TSM data points, collected across the Daman, Porbandar, and Okha coastal waters. Satellite images were generated by applying the developed algorithm with the input of Rrs681 and Rrs490 from OLCI. Rrs band ratios demonstrated better compared to single Rrs bands. The TSM algorithm has been developed using the Rrs681/Rrs490 band ratio that has the highest linear correlation (R²= 0.977, MSE= 19.06). For an accurate TSM algorithm, we compared the developed algorithm to previous studies. The high suspended matter was observed near the Gulf of Khambhat due to industries and riverine fluxes. Seawater sampling and HyperOCR radiometer data collection were carried out in the northeast Arabian Sea. The aim is to develop a TSM algorithm in Gujarat coastal water using remote sensing reflectance (Rrs), to monitor TSM concentration from the satellite. The high TSM range affects light penetration that’s related to the photosynthesis of primary producers. TSM is an essential parameter as it affects the biogeochemistry of the ocean.
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