Analysis of Color Changes in Leaves of Muskmelon Plants under Water Stress.

Abstract

A method is needed to detect water stress in greenhouse grown muskmelon plants (Cucumis melo L.) for irrigation management.Expert growers observe indicators such as color changes of the youngest leaf to judge the optimum level of stress ; i.e., time for irrigation.In this research, color changes in leaves of muskmelon plants under water stress were analyzed by machine vision to determine indicators of stress. Color images of the youngest leaf were taken under diffuse sunlight in 30-min intervals throughout the day with a still-video camera and then digitized into RGB images. The average green color normalized for luminance (termed chromaticity, g) was found for each leaf image, and two methods of analysis were considered. First, the green chromaticity of the youngest leaf for five plants was averaged and time course changes were examined. Second, the relationship between initial leaf color under non-stress conditions and the leaf color at the stress point judged by the expert grower was examined. Based on this relationship, a machine vision algorithm was developed to estimate the stress time. The second method showed greater potential for practical application.The difference in stress time judged by the expert and machine vision was approximately 30 min to 1 h for plants which reached stress point within 1 d.

Research exploring greenhouse environment control over the last 50 years

“…Expert systems for consultation of crop management were also developed [45] . Computer image analysis was undertaken to develop adequate irrigation timing [46,47] . In addition, greenhouse cooling and Chinese type greenhouse light environments have been investigated [48][49][50][51][52][53] .…”