With improving of the spectral resolution of spaceborne hyperspectral sensors such as the ASTER (Advanced Spaceborne Thermal Emission and Reflection Radiometer), the capacity to resolve small spectral features from remote sensing in the future for such soil property mapping is becoming a reality (Youssef, 2008).