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Self Organizing Map (SOM) Usage in LULC Classification

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Encyclopedia of GIS

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Synonyms

Kohonen map; Self organizing map usage; SOM usage; Artificial neural network

Definition

Figure 1
figure 1

Architecture of a typical Kohonen one-dimensional SOM network [2]

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Author information

Authors and Affiliations

  1. Department of Science, Engineering, and Technology, Gainesville State College, Gainesville, GA, USA

    Sudhanshu Sekhar Panda

Authors
  1. Sudhanshu Sekhar Panda
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Editor information

Editors and Affiliations

  1. Faculty of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, 55455, USA

    Shashi Shekhar (McKnight Distinguished University Professor) (McKnight Distinguished University Professor)

  2. Management Science and Information Systems Department, Rutgers Business School Newark and New Brunswick Rutgers, the State University of New Jersey, Newark, NJ, 07102, USA

    Hui Xiong (Assistant Professor) (Assistant Professor)

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© 2008 Springer-Verlag

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Panda, S. (2008). Self Organizing Map (SOM) Usage in LULC Classification. In: Shekhar, S., Xiong, H. (eds) Encyclopedia of GIS. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-35973-1_1181

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