One Step Closer to Non-Invasive: Quantifying Coral Zooxanthellae Pigment Concentrations Using Bio-Optics
Due to the invasive nature of quantification techniques, baseline pigment data for coral-dwelling zooxanthellae are not known. In an attempt to develop a model for non-invasive estimation of zooxanthellae pigment concentrations from corals, field samples were taken from Porites rus and P. lutea in...
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ndltd-nova.edu-oai-nsuworks.nova.edu-occ_stuetd-12082017-11-07T04:10:32Z One Step Closer to Non-Invasive: Quantifying Coral Zooxanthellae Pigment Concentrations Using Bio-Optics Hancock, Harmony Alise Due to the invasive nature of quantification techniques, baseline pigment data for coral-dwelling zooxanthellae are not known. In an attempt to develop a model for non-invasive estimation of zooxanthellae pigment concentrations from corals, field samples were taken from Porites rus and P. lutea in Apra Harbor, Guam. In-situ reflectance spectra (R400-R800) from 22 coral colonies were collected. “Coral truthing” was accomplished by extracting corresponding tissue core samples. Subsequent analysis to quantify the concentrations of 6 zooxanthellae pigments (µg cm-2) was performed using HPLC. Trials of multiple linear regressions were attempted (EJ Hochberg) and found inappropriate, despite previous success. The multivariate calibration technique partial least squares regression (PLS-R) is an excellent tool in the case of co-linear variables. Thus, PLS-R was attempted for chlorophyll c2 and peridinin after demonstration of co-linearity. This may be an appropriate approach for development of bio-optical models to estimate zooxanthellae pigment concentrations. Further, the dinoflagellate diagnostic pigment peridinin may be of great value for reef-scale remote sensing of changes in coral status in the future. 2012-06-01T07:00:00Z text application/pdf http://nsuworks.nova.edu/occ_stuetd/189 http://nsuworks.nova.edu/cgi/viewcontent.cgi?article=1208&context=occ_stuetd Theses and Dissertations NSUWorks Zooxanthellae photosynthetic pigments bio-optical modeling reflectance corals high performance liquid chromatography partial least squares regression Marine Biology Oceanography and Atmospheric Sciences and Meteorology |
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Zooxanthellae photosynthetic pigments bio-optical modeling reflectance corals high performance liquid chromatography partial least squares regression Marine Biology Oceanography and Atmospheric Sciences and Meteorology |
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Zooxanthellae photosynthetic pigments bio-optical modeling reflectance corals high performance liquid chromatography partial least squares regression Marine Biology Oceanography and Atmospheric Sciences and Meteorology Hancock, Harmony Alise One Step Closer to Non-Invasive: Quantifying Coral Zooxanthellae Pigment Concentrations Using Bio-Optics |
description |
Due to the invasive nature of quantification techniques, baseline pigment data for coral-dwelling zooxanthellae are not known. In an attempt to develop a model for non-invasive estimation of zooxanthellae pigment concentrations from corals, field samples were taken from Porites rus and P. lutea in Apra Harbor, Guam. In-situ reflectance spectra (R400-R800) from 22 coral colonies were collected. “Coral truthing” was accomplished by extracting corresponding tissue core samples. Subsequent analysis to quantify the concentrations of 6 zooxanthellae pigments (µg cm-2) was performed using HPLC. Trials of multiple linear regressions were attempted (EJ Hochberg) and found inappropriate, despite previous success. The multivariate calibration technique partial least squares regression (PLS-R) is an excellent tool in the case of co-linear variables. Thus, PLS-R was attempted for chlorophyll c2 and peridinin after demonstration of co-linearity. This may be an appropriate approach for development of bio-optical models to estimate zooxanthellae pigment concentrations. Further, the dinoflagellate diagnostic pigment peridinin may be of great value for reef-scale remote sensing of changes in coral status in the future. |
author |
Hancock, Harmony Alise |
author_facet |
Hancock, Harmony Alise |
author_sort |
Hancock, Harmony Alise |
title |
One Step Closer to Non-Invasive: Quantifying Coral Zooxanthellae Pigment Concentrations Using Bio-Optics |
title_short |
One Step Closer to Non-Invasive: Quantifying Coral Zooxanthellae Pigment Concentrations Using Bio-Optics |
title_full |
One Step Closer to Non-Invasive: Quantifying Coral Zooxanthellae Pigment Concentrations Using Bio-Optics |
title_fullStr |
One Step Closer to Non-Invasive: Quantifying Coral Zooxanthellae Pigment Concentrations Using Bio-Optics |
title_full_unstemmed |
One Step Closer to Non-Invasive: Quantifying Coral Zooxanthellae Pigment Concentrations Using Bio-Optics |
title_sort |
one step closer to non-invasive: quantifying coral zooxanthellae pigment concentrations using bio-optics |
publisher |
NSUWorks |
publishDate |
2012 |
url |
http://nsuworks.nova.edu/occ_stuetd/189 http://nsuworks.nova.edu/cgi/viewcontent.cgi?article=1208&context=occ_stuetd |
work_keys_str_mv |
AT hancockharmonyalise onestepclosertononinvasivequantifyingcoralzooxanthellaepigmentconcentrationsusingbiooptics |
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1718560394790830080 |