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Spectral-Spatial Dimensionality Reduction of APEX Hyperspectral Imagery for Tree Species Classification; a Case Study of Salzach Riparian Mixed Forest

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Figure

Figure 1. Salzach floodplain, located at the border of Germany and Austria. The yellow polygon indicated the airborne APEX hyperspectral imagery and the red polygon indicates the study area
Table 1. MNF components were selected, based on a) the Eigenvalues, where the values were greater than 1, and b) visual inspection, where the tree crowns were visible
Figure 2.  This figure shows a) Spectral variability between tree species (i.e., deciduous and coniferous) were clearly disguisable in near-infrared and short-infrared portion of the spectrum
Table 2. Detailed information of training-samples polygons and their area coverage.
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