A comparison of the classification of wetland characteristics by linear spectral mixture modelling and traditional hard classifiers on multispectral remotely sensed …

P Shanmugam, YH Ahn, S Sanjeevi - ecological modelling, 2006 - Elsevier
An attempt has been made to compare the recently evolved soft classification method based
on linear spectral mixture modelling (LSMM) with the traditional hard classification methods
based on iterative self-organizing data analysis (ISODATA) and maximum likelihood
classification (MLC) algorithms, in order to map and monitor the coastal wetland ecosystems
of southern India, using Indian Remote Sensing Satellite (IRS) 1C/1D LISS-III and Landsat-5
Thematic Mapper (TM) image data. ISODATA and MLC methods were attempted to produce …
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