Plant Varieties Selection System
In the end of the day, meteorological data and environmental data becomes widely used such as plant varieties selection system. Variety plant selection for planted area is of almost importance for all crops, including varieties of sugarcane. Since sugarcane have many varieties. Variety plant non selection for planting may not be adapted to the climate or soil conditions for planted area. Poor growth, bloom drop, poor fruit, and low price are to be from varieties which were not recommended for those planted area. This paper presents plant varieties selection system for planted areas in Thailand from meteorological data and environmental data by the use of decision tree techniques. With this software developed as an environmental data analysis tool, it can analyze resulting easier and faster. Our software is a front end of WEKA that provides fundamental data mining functions such as classify, clustering, and analysis functions. It also supports pre-processing, analysis, and decision tree output with exporting result. After that, our software can export and display data result to Google maps API in order to display result and plot plant icons effectively.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1083109Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1464
 Reyes, A., Sucar, L.E., Morales, E. ",AsistO: A qualitative MDP-based recommender system for power plant operation," Computaci├│n y Sistemas, 13(1), 2009, pp. 5-20.
 ANUAR, A.R., GOH, K.J., TEE, B.H. and AHMED, O.H. "Transforming spatial-temporal yield maps to classified management zone maps for efficient fertilizer management of oil palm,". Am. J. Applied Sciences 5(10), 2008, pp. 1392-1396.
 Xu, L.; Liang, N.; Gao, Q.; "An Integrated Approach for Agricultural Ecosystem Management," IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, pp 590-599
 Remco R. Bouckaert, "WEKA Manual," Retrieved: Sep 2, 2010, WAIKATO, Available from University, pp.1-303, January 2010.
 "Google Map API," Retrieved: Sep 2, 2010, Available to: http://code.Google.com/apis/maps/index.html
 LIN Hui and YE Lei, "A Mash-up of the Tracking System and Real-time Monitoring System Based on MAS," IJCSNS International Journal of Computer Science and Network Security 2006, vol.6 No.12, December 2006
 Josh Lowensohn, "Combine maps and spreadsheets with Google's new mashup tool," Retrieved: Sep 2, 2010, Available to: http://news.cnet.com /8301-17939_109-9704486-2.html
 "Meteorological raw data," Retrieved: Sep 2, 2010, Available to: http://www.tmd.go.th/climate/climate.php
 "Image map 3 hrs of rainfall, temperature, temperature, relative humidity and MSL air pressure," Retrieved: Sep 2, 2010, Available from http://www.arcims.tmd.go.th/dailydata/Map3hrs.php
 "Accumulated Precipitation Data," Retrieved: Sep 2, 2010, Available from http://hydromet.tmd.go.th/Monitor/Forecast.aspx
 "Sugarcane List Data," Retrieved: April 12, 2011, Available from http://sugarcanecenter.rdi.kps.ku.ac.th/
 K. Koonsanit, Chuleerat Jaruskulchai, "The Integration of WEKA and Google Maps in Visualization with a Web Mash-up of Deluge Risks Tracking in E-Tracking System," In Proceeding of 9th international conference on e-business 2010 (iNCEB),2010, pp. 48-53