Spectral Signature Extraction using landsat 7 and MODIS

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I am working on differentiating cocoa plants from other vegetation types using 4 epoch bwt 1980-2010. I need to extract the spectral signature for cocoa plants and other known features. I plan using landsat or MODIS imagery. How can I do this using either ArcGIS, Erdas, Envi or Idrisi?



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