Spectral Unmixing Applied to Desert Soils for the - Naval ...

Spectral Unmixing Applied to Desert Soils for the - Naval ... Spectral Unmixing Applied to Desert Soils for the - Naval ...

26.03.2013 Views

Figure 24. This figure is a comparison between the imagery derived endmembers (top) and the spectra collected from Owens/Death Valley Mazourka Canyon (bottom). Looking at the two plots, one sees similarities between the two so it is feasible that using the collected spectral library may be useful as an endmember input for the AVIRIS imagery. 48

VI. RESULTS AND ANALYSIS Spectral libraries collected using the ASD spectrometer were analyzed to determine if differences could be seen in reflectance and absorption features of spectra between those collected before and after disturbance. This was primarily to determine if changes in soil characteristics could be immediately seen within the individual spectra. Upon examination there were visual differences in spectra collected from the same location before and after disturbance and they are illustrated in Figure 25 below. The most noticeable differences show up around 500 nm (0.5 µm), 1125 nm (1.13µm), and 2200 nm (2.2µm) and are regions of absorption features in the spectra. These changes show not only difference in apparent reflectance, but also show variation in the width and depth of the absorption features at these key locations when using the continuum removed function previously discussed. 49

VI. RESULTS AND ANALYSIS<br />

<strong>Spectral</strong> libraries collected using <strong>the</strong> ASD spectrometer were analyzed <strong>to</strong><br />

determine if differences could be seen in reflectance and absorption features of spectra<br />

between those collected be<strong>for</strong>e and after disturbance. This was primarily <strong>to</strong> determine if<br />

changes in soil characteristics could be immediately seen within <strong>the</strong> individual spectra.<br />

Upon examination <strong>the</strong>re were visual differences in spectra collected from <strong>the</strong> same<br />

location be<strong>for</strong>e and after disturbance and <strong>the</strong>y are illustrated in Figure 25 below. The<br />

most noticeable differences show up around 500 nm (0.5 µm), 1125 nm (1.13µm), and<br />

2200 nm (2.2µm) and are regions of absorption features in <strong>the</strong> spectra. These changes<br />

show not only difference in apparent reflectance, but also show variation in <strong>the</strong> width and<br />

depth of <strong>the</strong> absorption features at <strong>the</strong>se key locations when using <strong>the</strong> continuum<br />

removed function previously discussed.<br />

49

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