GIS data capture systems can be used to map and track natural resources, maintain and update complex equipment inventories or urban assets, and many other tasks. In a remote sensing image, the pixel on the shady slope receives weak illumination and has a low radiance value, in contrast, the pixel on the sunny slope receives strong illumination and has a high radiance value. Radiometric calibration of LIDAR intensity with commercially available reference targets.

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