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8. Spectral Unmixing<br />

8.4 Spectral Unmixing Options<br />

120<br />

In the spectral unmixing tools, the Options tab shows the user-modifiable parameters<br />

in the spectral unmixing algorithm (Figure 8.3). It is recommended that you first perform<br />

spectral unmixing using the default settings. Then, if necessary, change the option<br />

settings and reanalyze the data.<br />

Figure 8.3 Tool palette, spectral unmixing options<br />

Table 8.3 Spectral unmixing options<br />

Option Description<br />

Constraints The constraints for unmixing the components.<br />

Init The method for generating the initial guess of the spectrum for the<br />

selected component. “Auto” means this is automatically<br />

determined by the software. Alternatively, you can used a loaded<br />

spectrum as the initial guess.<br />

Lock The lock option determines whether the spectrum is allowed to<br />

change. If this option is chosen, the spectrum of that component is<br />

not updated during unmixing.<br />

Unimod Choose this option to apply the unimodality constraint. Unimodality<br />

forces the spectrum to have only one peak (one extremum).<br />

however, small magnitude extrema are allowed if they are less than<br />

the Unimod Tolerance value. This tolerance value limits the rising<br />

slope of the second spectral peak. For example, 5% tolerance<br />

means that the increase in magnitude of the neighboring nodes<br />

cannot exceed 5%.

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