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A monitoring method using the full spectral signals was more effective in evaluating the impact damages in detail than that using the center wavelength.
Using an adaptive grid, solutions are found for each line of sight at a spectral resolution of up to 0.25 cm− 1 using the full spectral region of the detector.
The capability of using the full spectral resolution 3.
We compare the maximum likelihood, Mahalonobis distance, minimum distance, spectral angle mapper, and a hybrid ANN classifier for real hyperspectral AVIRIS data, using the full spectral resolution to map 23 cover types and using a small training set.
Assessment of ANN performance versus conventional methods for realistic, advanced remote sensing situations requires comparisons using the full spectral resolution of real hyperspectral data with many cover classes because conventional techniques are most likely to reach their limitations in such circumstances.
For visual comparison of the variety of eggshell colour stimuli sampled, we constructed a 3D-tetrachromatic conceptual diagram of the individual chromatic stimuli for each reflectance spectrum (see Figure 1), using the full spectral sensitivities for the 'average' ultraviolet-sensitive avian eye as tabulated by Endler & Mielke [31].
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However, studies that use the full spectral dimensionality of hyperspectral images to classify a large number of surface covers are scarce if non-existent.
While certain spectral regions are visibly different (marked with '*'), multivariate methods using the full spectra were used for species classification.
To make use of the full spectral resolution, we used a hybrid ANN architecture, the details of which are given in [24, 25].
Rather than using visible inspection of the spectra by eye, we used principal component analysis (PCA) of the full spectral data set (180 spectra) and plotted the first two PC scores as these explained the most variance in these data.
For this we used the 5-degree resolution Global Aerosol Data Set (GADS 33, modifying the original GADS Fortran program to give output for the full spectral profile for a single location, and using the average of the summer and winter values of aerosol attenuation.
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