I want to extract the training file for performing image classification to derive the LULC of an urban area. Does pan sharpening cause loss of spectral information of the imageries?
If your study area is well known, visually distinguishible, it does not matter at all, because you would select the training area as per your perception. But the problem is to use image curve of any pixel for recognition of any parameter.