Improving remote sensing retrieval of global ocean transparency with optical water classification

•Remote sensing empirical inversion expressions of ocean water transparency (Zsd) for different optical water types and water trophic states.•A class-based hybrid Zsd empirical model for global oceans.•Long-term spatiotemporal climatology patterns of global ocean Zsd.