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LiDAR & Satellite Incorporated Application(14)
A Studied Case
Hyperspectral sampling points vs.LiDAR Points(2)
An Example of Identifying Sampled Substance
In order to demonstrate how the substance sampled from hyper-spectra is identified by the known spectrum of one substance from a library. An example is offered as follows in Figure 6. In this case, it is clearly seen that the sampled substance belongs to leaf of bush in comparison with the spectrum of black bush existing in the spectral library: ASPEN-Leaf-B supplied by NASA JPL. The procedure of judgment is given as follows:
1. As seen from Figure 6, in the section of the cell structure thus in NIR band, two spectra are quite closely met.
2. According to plant physiology, the spectral feature of cell structure in a plant can be used to distinguish the catalogue of vegetation.
3. The contents of leaf pigments, chlorophyll and water prominently affect the reflectance of leaf. The primary absorption occurs in chlorophyll and water of leaf. However, the amount of chlorophyll and water existing in a plant varies with season change. That results in there is a relative large magnitude of change being shown by the corresponding reflectance in VIS and SWIR band respectively.
Similar judgment can be applied to any sampling because any substance has its own spectrum as long as its absolute temperature is larger than or equal to zero (K).