WSN based Soil Moisture Stress Monitoring and identifying its association on Other Parameters on plants growth using hadoop Framework
Keywords:
Precision Agriculture, Wireless Sensor Network, Soil Temperature, Soil Ph, Classification TreeAbstract
Nowadays farmers are facing huge difficulties in their cultivation and don’t get expected yields due to several diseases caused by many factors such as unpredictable changes in weather and soil parameters. This problem leads to research in the area of agriculture towards precision agriculture with an intention of improving the crop yield. The lots of research works are underway on precision agriculture. In this regard, this paper present research work of study on how soil moisture affects the growth of tomato plant and its association among other soil parameters such as temperature, pH etc
References
P. Patil, V. H., S. Patil and U. Kulkarni. “Wireless Sensor Network for Precision Agriculture”. Int. Conference on Computational Intelligence and Communication Networks (CICN), Page No (763-766), Oct 7-9, 2011.
A. Tagarakis, V. Liakos, L. Perlepes, S. Fountas and T. Gemtos, “Wireless Sensor Network for Precision Agriculture”. 15th Panhellenic Conference on Informatics (PCI),Page No(397-402), Sep 30-Oct 2, 2011.
Wei Dai and Wei Ji, “A MapReduce Implementaion of C4.5 Decision Tree Algorithm”. Int. Journal of Database Theory and Application, Volume-07, Issue-01, Page No(49-60), Feb 2014.
Gates CT, Bonner J. “The Response of The Young Tomato Plant to a Brief Period of Water Shortage. IV. Effects of Water Stress on the Ribonucleic Acid Metabolism of Tomato Leaves”. Int. Journal on Plant Physiology. Volume -34, Issue(1), Page No(49-55), Jan 1959.
Caroline Imani Sibomana, Arnold Mathew Opiyo, Joseph Nyamori Aguyoh. “Influence of soil moisture levels and packaging on postharvest qualities of tomato ( Solanum lycopersicum)”. African Journal of Agricultural Research, Volume -10, Issue-12, Page No(1392-1400),March 2015.
George N Agrios, “Plant Pathology”, USA: Academic Press, Fifth (5th ) Edition, ISBN: 978-0-12-044565-3 Page No(249–263), 2005
Vijitha R, Mahendran S, “Effect of moisture stress at different growth stages of tomato plant (Lycopersicon esculentum Mill.) on yield and quality of fruits”, Journal of Science of the University of Kelaniya Sri Lanka, Volume-5, Issue-0, Page No(1-11), Feb 2010.
S. R. Adams, K. E. Cockshull, C. R. J. Cave. “Effect of Temperature on the Growth and Development of Tomato Fruits”, Annals of Botany, Volume-8, Issue-5, Page No(869-877), Nov 2001.
Bing Liu Wynne Hsu Yiming Ma. Integrating Classification and Association Rule Mining”, Proceedings of the fourth international conference on knowledge discovery and data mining. Page No(80-86), August 27-31, 1998.
Tomato Crop Guide. Growth Stages, http://www.haifagroup.com/knowledge_center/crop_guides/tomato/about_the_crop/growth_stages/ , Retrieved on March, 2016.
Teknomo, kardi, Tutorial on Decision Trees, http://people.revoledu.com/kardi/tutorial/DecisionTree , Retrieved on April, 2016.
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