Satellite observation of Keppel Islands (Great Barrier Reef) 2002 coral bleaching using IKONOS data

An examination of IKONOS satellite imagery of the Keppel Islands (Great Barrier Reef) acquired before and during a coral bleaching event indicates that severe bleaching of reefs can be detected as an increase in brightness in the band 1 (blue) and band 2 (green) IKONOS spectral bands (4-m resolution). The bleaching was not detected in band 3 (red), band 4 (near-infrared), or in the 1-m panchromatic band data. A total of 0.74 km2 of bleached coral was identified, with detection occurring in waters as deep as 15 m. The procedure requires that one of the scenes be radiometrically normalized to match the reference scene prior to image differencing. A relative radiometric normalization was used in this case because variable cloud cover present in the image acquired during the bleaching event prevented reliable modeling of atmospheric effects. The success at coral bleaching detection at Keppel Islands represents both a “best-case” and a “cloud-challenged” scenario. It was a best-case scenario in that coral cover was extensive (70–90% live coral cover, mostly acroporids) and the bleaching level was extreme (92–95% of coral cover white bleached). It was a cloud-challenged scenario in terms of having extensive and highly variable cloud cover present in the image acquired during the bleaching event. Color difference images reveal extensive areas of bleached coral at sites away from our study area, indicating that this platform and methodology may be a valuable tool for mapping high coral cover areas during bleaching events. Additional studies and technique refinements would be required to test the detection limits of bleaching with IKONOS imagery or to develop a spectrally based bleaching detection index.

[1]  William J. Volchok,et al.  Radiometric scene normalization using pseudoinvariant features , 1988 .

[2]  H. Yamano,et al.  Use of Landsat TM data and radiative transfer models for monitoring coral reef bleaching , 2001, IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217).

[3]  S. Andréfouët,et al.  Change detection in coral reef communities using Ikonos satellite sensor imagery and historic aerial photographs , 2003 .

[4]  K. Baker,et al.  Optical properties of the clearest natural waters (200-800 nm). , 1981, Applied optics.

[5]  Stuart R. Phinn,et al.  Multi-site evaluation of IKONOS data for classification of tropical coral reef environments , 2003 .

[6]  P. K. Rao,et al.  Remote Sensing of Sea Surface Temperature , 1969 .

[7]  Raymond L. Hayes,et al.  Coral Bleaching and Ocean "Hot Spots" , 1994 .

[8]  Kendall L. Carder,et al.  Change detection in shallow coral reef environments using Landsat 7 ETM+ data , 2001 .

[9]  Peter J. Mumby,et al.  Mapping marine environments with IKONOS imagery: enhanced spatial resolution can deliver greater thematic accuracy , 2002 .

[10]  R. Berkelmans Time-integrated thermal bleaching thresholds of reefs and their variation on the Great Barrier Reef , 2002 .

[11]  Peter W. Glynn,et al.  Crisis on coral reefs linked to climate change , 2001 .

[12]  S. Andréfouët,et al.  Choosing the appropriate spatial resolution for monitoring coral bleaching events using remote sensing , 2002, Coral Reefs.

[13]  L. McCook,et al.  The fate of bleached corals: patterns and dynamics of algal recruitment , 2002 .

[14]  S. Andréfouët,et al.  A comparison of Landsat ETM+, SPOT HRV, Ikonos, ASTER, and airborne MASTER data for coral reef habitat mapping in South Pacific islands , 2003 .

[15]  S. Phinn,et al.  Spectral unmixing of coral reef benthos under ideal conditions , 2004, Coral Reefs.

[16]  Alan E. Strong,et al.  Remote sensing of sea surface temperatures during 2002 Barrier Reef coral bleaching , 2003 .

[17]  J. Jaubert,et al.  Spectral discrimination of coral mortality states following a severe bleaching event , 2000 .

[18]  Ellsworth F. LeDrew,et al.  Spectral Discrimination of Healthy and Non-Healthy Corals Based on Cluster Analysis, Principal Components Analysis, and Derivative Spectroscopy , 1998 .

[19]  O. Hoegh‐Guldberg Climate change, coral bleaching and the future of the world's coral reefs , 1999 .

[20]  William J. Skirving,et al.  A comparison of the 1998 and 2002 coral bleaching events on the Great Barrier Reef: spatial correlation, patterns, and predictions , 2004, Coral Reefs.

[21]  P. Glynn,et al.  Sea surface temperature variability in Panamá and Galápagos: Extreme temperatures causing coral bleaching , 1997 .

[22]  R. Berkelmans,et al.  Large-scale bleaching of corals on the Great Barrier Reef , 1999, Coral Reefs.