Hyperspectral imagery supports large-scale, quantitative monitoring of aquatic environments that are difficult to sample thoroughly using traditional in situ methods. Inland, coastal, and open ocean research benefit from the high spectral resolution of hyperspectral data, which can be used to map sediment plumes, phytoplankton, algae blooms, macroalgae (such as Sargassum), eelgrass, seagrass, oil spills, and various forms of debris and pollution—including floating plastics. Under suitable conditions of water depth and turbidity, hyperspectral imagery can also be used to assess reef health and benthic cover, providing valuable insights for marine ecosystem management.