LIU Qing Sheng\ WANG Zhi Gang\ JING Lin Hai. Correspondence Analysis of Laboratory Spectra of Rock[J]. Journal of Remote Sensing, 1999, (2). DOI: 10.11834/jrs.19990214.
Correspondence Analysis of Laboratory Spectra of Rock
Imaging spectrometer has tens or hundreds of bands. Th us
it provides the opportunity to acquire more volume of information about the surface targets. At the same time it is difficult to process so huge volume of d ata
thus
it is important to find a solution to this problem. Principal Compone nt Analysis (PCA) is a good method to reduce the volume of data at the cost of a little loss of information. But one of disadvantages of PCA is that each PCA tr ansformed component has a blur meaning. Correspondence Analysis (CA) overcomes t his shortcoming. This paper uses CA to process the Laboratory spectra of nine ro cks
which have been resampled on the channels of MAIS
and get a good result. It is also a meaningful attempt to the processing of imaging spectrometer data.