Proceedings of the 11th International Coral Reef Symposium, Ft. Lauderdale, FL
CASI, QuickBird, Remote Sensing, Coral Reef, Spectral Unmixing, ICRS11
Map products derived from remote sensing technology increase our understanding and ability to manage tropical marine environments. The enhanced mapping capabilities of hyperspectral sensors are well understood; yet technology uptake, particularly for large scale tasks, has been slow. The study presented represents one of the largest hyperspectral projects to date, and paves the way towards increased use of this technology. Hyperspectral CASI-550 imagery and multispectral QuickBird imagery, was acquired over 3,168 km2 of the Farasan Islands. In addition to the typical image processing steps, inopportune water condensation in the CASI sensors lens necessitated further processing to remove an across-track artifact. We present a simple protocol for correcting this abnormality, utilizing an abundance of optically deep water to model and correct the error. Investment in optical, bathymetric, and other supporting field data, along with the acquisition of the QuickBird imagery was vital. Data pre-processing facilitated thematic mapping with accuracy comparable to other studies, while allowing the use of spectral unmixing to discriminate coral from within algae dominated patches in shallow water (0-5 m) environments. The unmixing model proved robust, was readily adaptable to the CASI sensor and provides additional habitat information beyond the level of thematic mapping alone.
Rowlands, Gwilym; Goodman, James A.; Riegl, Bernhard; Renaud, Philip; and Purkis, Samuel J., "Habitat Mapping in the Farasan Islands (Saudi Arabia) Using CASI and QuickBird Imagery" (2009). Marine & Environmental Sciences Faculty Proceedings, Presentations, Speeches, Lectures. 108.