Detection of Salt Marsh Vegetation Stress and Recovery after the Deepwater Horizon Oil Spill in Barataria Bay, Gulf of Mexico Using AVIRIS Data

被引:57
|
作者
Khanna, Shruti [1 ]
Santos, Maria J. [2 ]
Ustin, Susan L. [1 ]
Koltunov, Alexander [1 ]
Kokaly, Raymond F. [3 ]
Roberts, Dar A. [4 ]
机构
[1] Univ Calif Davis, Ctr Spatial Technol & Remote Sensing, Dept Land Air & Water Resources, Davis, CA 95616 USA
[2] Stanford Univ, Ctr Spatial & Textual Anal CESTA, Stanford, CA 94305 USA
[3] US Geol Survey, Denver, CO 80225 USA
[4] Univ Calif Santa Barbara, Dept Geog, Santa Barbara, CA 93106 USA
来源
PLOS ONE | 2013年 / 8卷 / 11期
基金
美国国家科学基金会;
关键词
LOUISIANA CRUDE-OIL; SPECTRAL REFLECTANCE; HYDROCARBON POLLUTION; REMOTE ESTIMATION; SAUDI-ARABIA; BRACKISH; IMPACT; COAST; CLASSIFICATION; SPECTROSCOPY;
D O I
10.1371/journal.pone.0078989
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The British Petroleum Deepwater Horizon Oil Spill in the Gulf of Mexico was the biggest oil spill in US history. To assess the impact of the oil spill on the saltmarsh plant community, we examined Advanced Visible Infrared Imaging Spectrometer (AVIRIS) data flown over Barataria Bay, Louisiana in September 2010 and August 2011. Oil contamination was mapped using oil absorption features in pixel spectra and used to examine impact of oil along the oiled shorelines. Results showed that vegetation stress was restricted to the tidal zone extending 14 m inland from the shoreline in September 2010. Four indexes of plant stress and three indexes of canopy water content all consistently showed that stress was highest in pixels next to the shoreline and decreased with increasing distance from the shoreline. Index values along the oiled shoreline were significantly lower than those along the oil-free shoreline. Regression of index values with respect to distance from oil showed that in 2011, index values were no longer correlated with proximity to oil suggesting that the marsh was on its way to recovery. Change detection between the two dates showed that areas denuded of vegetation after the oil impact experienced varying degrees of re-vegetation in the following year. This recovery was poorest in the first three pixels adjacent to the shoreline. This study illustrates the usefulness of high spatial resolution airborne imaging spectroscopy to map actual locations where oil from the spill reached the shore and then to assess its impacts on the plant community. We demonstrate that post-oiling trends in terms of plant health and mortality could be detected and monitored, including recovery of these saltmarsh meadows one year after the oil spill.
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页数:13
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