Assessment of water constituents in highly turbid productive water by optimization bio-optical retrieval model after optical classification

•We developed a new bio-optical optimizing retrieval model with two optimization steps.•Classification improved the retrieval accuracy of this new bio-optical model.•A large body of in situ data validated this algorithm.•This algorithm shows wide application to types of water and satellite sensors.