Hyperspectral studies of hypersaline ecosystems

J. Brad Dalton III; L. Jean Palmer-Moloney; Dana Rogoff; Chris Hlavka; Corinne Duncan; Curtis Pehl

doi:10.1117/12.627438

17 October 2005 Hyperspectral studies of hypersaline ecosystems

J. Brad Dalton III, L. Jean Palmer-Moloney, Dana Rogoff, Chris Hlavka, Corinne Duncan, Curtis Pehl

Author Affiliations +

Proceedings Volume 5977, Remote Sensing of the Ocean, Sea Ice, and Large Water Regions 2005; 597702 (2005) https://doi.org/10.1117/12.627438
Event: SPIE Remote Sensing, 2005, Bruges, Belgium

Abstract

We have investigated the correlation of remotely-sensed infrared spectral information with in situ field measurements and sampling to monitor ecosystem health, salinity, and population distributions of specific microbial communities occupying the salt ponds of southern San Francisco Bay. Approximately 61 km² of these salt evaporation ponds are scheduled to be restored to natural habitat over the next few decades as part of a historic remediation project. Significant cost reduction may be achieved through the use of a remote infrared monitoring approach in place of extensive sampling expeditions by field teams. Unique spectral signatures of microbial populations sensitive to salinity and other chemical concentrations provide the key to this method. The Airborne Visible and InfraRed Imaging Spectrometer (AVIRIS) instrument operated by the Jet Propulsion Laboratory (JPL) has created a ten-year archive of spectral information concerning these ponds which can be used to establish a baseline for comparison. We report here on in situ field sampling of microbial populations, including spectral measurements, and our results using these spectra to train a supervised classification algorithm (the US Geological Survey Tetracorder Algorithm) to identify microbial populations and physical parameters from an AVIRIS scene. Future measurements and data from satellite-based sensors may prove vital in monitoring the restoration process. High spectral resolution measurements from AVIRIS will be used to determine the efficacy of similar approaches using existing multispectral spaceborne sensors as well as to provide a reference for future, AVIRIS-class spacecraft as a surrogate for expensive ground surveys.

Citation Download Citation

J. Brad Dalton III, L. Jean Palmer-Moloney, Dana Rogoff, Chris Hlavka, Corinne Duncan, and Curtis Pehl "Hyperspectral studies of hypersaline ecosystems", Proc. SPIE 5977, Remote Sensing of the Ocean, Sea Ice, and Large Water Regions 2005, 597702 (17 October 2005); https://doi.org/10.1117/12.627438

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