2017
DOI: 10.9734/arja/2017/33626
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Image Analysis-based System for Estimating Cotton Leaf Area

Abstract: Leaf area is important for estimating biomass productivity, adaptation to the environment, nutrition, and soil-water relations. It also plays an important role in determining the proper application rates of insecticides and fungicides. Image processing is considered one of the best methods for estimating the leaf area of a plant as it is inexpensive and saves time. In the image processing method, leaf area is calculated through pixel number statistics by counting the number of pixels in the leaf area region of… Show more

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Cited by 12 publications
(9 citation statements)
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“…Digital images were further processed and analyzed by ImageJ, a robust program that was developed at the National Institutes of Health, USA. Calibrated ImageJ was used to generate various leaf measurements, including leaf area, leaf length, leaf blade width [96,97].…”
Section: Leaf Measurements and Image Analysismentioning
confidence: 99%
“…Digital images were further processed and analyzed by ImageJ, a robust program that was developed at the National Institutes of Health, USA. Calibrated ImageJ was used to generate various leaf measurements, including leaf area, leaf length, leaf blade width [96,97].…”
Section: Leaf Measurements and Image Analysismentioning
confidence: 99%
“…Studying each variety at the age of 60 days, as mentioned above, founded that, using of growth regulators had no significant effect on the leaf area of tomato plants: "Mariana" -33.5-34.1, in Control -34.9 dm2/plant; "Superjol" -36. Using IMAGEJ to measure LAI was studied by [1] who reported that, the coefficient of determination for leaf area measurement by the graphical versus the image analysis-based system was 0.9. As studies on plant growth and development continue to increase analysis-based system method will be a very useful tool for estimating the leaf area for cotton plants without requiring additive expensive devices.…”
Section: Research Resultsmentioning
confidence: 99%
“…Leaf Area Index measured by IMAGEJ program at different ages of tomato plants (30, 60 and 90 DAP). ImageJ Software is a powerful program that was developed at the National Institutes of Health, USA [1]. It is in the public domain, runs on a variety of operating systems, and is updated frequently.…”
Section: Methodsmentioning
confidence: 99%
“…Before the experiment was conducted, each simulation was covered with a polypropylene bag to protect any cross-contamination from other replicates. In each seedling, photos of Eucalyptus leaves were taken by a digital camera (Cannon EOS 5D Mark III) and the leaf surface area was determined by the Image J software (Aboukarima et al, 2017). Ten mL of C. reteaudii spore suspension (5×10 5 spore/mL) was then sprayed onto the seedling.…”
Section: Experimental Design and Data Measurementmentioning
confidence: 99%