Home | Search | Browse | About | Contact

Access to the Document

Classification of similar productivity zones in the sugar cane culture using clustering of SOM component planes based on the SOM distance matrix

Barreto Sanz, Miguel Arturo ; Pérez-Uribe, Andres

Download file

Abstract:

A technique called component planes is commonly used to visualize variables behavior with Self Organizing Map (SOM). A methodology to clustering the component planes based on the SOM distance matrix is presented. This methodology is used in order to classify zones with similar agro-ecological conditions in the sugar cane culture. Analyzing the obtained groups it was possible to extract new knowledge about the relationship between the agro-ecological variables and productivity.

DOI: 10.2390/biecoll-wsom2007-150

Keywords:		SOM component planes, distance matrix based clustering of SOM, correlation hunting, sugar cane culture
Institution:		Faculty of Technology, Research Groups in Informatics
DDC classification:		Data processing, computer science, computer systems

Suggested Citation:

Barreto Sanz, Miguel Arturo ; Pérez-Uribe, Andres (2007) Classification of similar productivity zones in the sugar cane culture using clustering of SOM component planes based on the SOM distance matrix.

URL: http://biecoll.ub.uni-bielefeld.de/volltexte/2007/129

Questions or comments: publikationsdienste.ub@uni-bielefeld.de
Latest update: 15 Feb 2011
Legal Notice

		OAI compliant