ESTIMATION OF OPTIMAL FUNGICIDE VOLUME AGAINST TOMATO EARLY BLIGHT (Alternaria solani) USING IMAGE PROCESSING TECHNIQUES

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dc.contributor.author ljalem, Tesfay
dc.contributor.author abebe, Getachew Major Advisor (PhD)
dc.contributor.author dejene, Mashilla Co Advisor (PhD)
dc.date.accessioned 2018-01-28T20:31:53Z
dc.date.available 2018-01-28T20:31:53Z
dc.date.issued 2017-04
dc.identifier.uri http://localhost:8080/xmlui/handle/123456789/1227
dc.description 72 en_US
dc.description.abstract In this research work, digital image analytical techniques were used with the objectives to detect and calculate disease severity and to estimate and optimize volume of fungicide. The mancozeb fungicide was sprayed on tomato leaves two times to see the progression of treatment to optimize the volume of fungicide. Total area of leaves and area of diseased region of leaves were extracted from 1350 tomato-leaf images captured in three rounds. First round was before spraying fungicide, second round was after the first spray of fungicide and third round was after the second spray of fungicide The data were collected from fifteen groups of tomato plants. Each group of plants had three pots as replications. Each pot had one plant after thinning was performed. Control group was the one on which fungicide was not sprayed. On group 8, 71.8 ml of fungicide was sprayed and it was the recommended estimated volume. On groups 1-7, the applied volumes of fungicide were less by 30, 25, 20, 15, 10, 5 and 0%, respectively, than the recommended volume of fungicide was used. On groups 9-15, the applied volumes of fungicide were more by 5, 10, 15, 20, 25, 30 and 100%, respectively, than the recommended fungicide volume . In all rounds, the disease severity of groups (1-8) increased rapidly. The groups 11-14, on which 15-30% (approximately 82.8-93.66 ml) additional volume of fungicide was sprayed, showed almost no change. As the volume deviated from this volume, the disease severity increased slightly. From the results, it can be concluded that the volume of fungicide sprayed on group 11 was found to be the optimum volume of fungicide to be sprayed against early blight of tomato. en_US
dc.description.sponsorship Haramaya university en_US
dc.language.iso en en_US
dc.publisher Haramaya university en_US
dc.subject Disease severity, Early blight (Alternaria solani), Image processing, K-means, Mancozeb fungicide, MATLAB, Optimum volume and Tomato en_US
dc.title ESTIMATION OF OPTIMAL FUNGICIDE VOLUME AGAINST TOMATO EARLY BLIGHT (Alternaria solani) USING IMAGE PROCESSING TECHNIQUES en_US
dc.type Thesis en_US


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