Android-based rice leaf color analyzer for estimating the needed amount of nitrogen fertilizer

被引:38
作者
Intaravanne, Yuttana [1 ]
Sumriddetchkajorn, Sarun [2 ]
机构
[1] Natl Sci & Technol Dev Agcy, Natl Elect & Comp Technol Ctr, Intelligent Devices & Syst Res Unit, Photon Technol Lab, Khlong Luang 12120, Pathumthani, Thailand
[2] Natl Sci & Technol Dev Agcy, Natl Elect & Comp Technol Ctr, Khlong Luang 12120, Pathumthani, Thailand
关键词
Optical sensor; Color visibility; Color analyzers; Leaf color charts; Image analysis; Mobile devices; MONITORING CHLORINE CONCENTRATION; MOBILE PHONE; COLORIMETER; PLATFORM;
D O I
10.1016/j.compag.2015.07.005
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
As the color level of the rice leaf corresponds to the nitrogen status of rice in the field, farmers compare the rice leaf color to a leaf color chart (LCC) in order to estimate the amount of N fertilizer needed for the rice field. However, the ability of the farmers and degeneration of the LCC color affect the accuracy in reading the rice leaf color level. In this paper, we propose a mobile device-based rice leaf color analyzer called "BaiKhao" (means rice leaf in Thai). Our key idea is to simultaneously capture and process the two-dimensional (2-D) data of the color image from the rice leaf and its surrounding reference, thus eliminating expensive external components and alleviating the environmental fluctuation but yet achieving a high color-reading accuracy. Our field tests using an Android-based mobile phone show that all important leaf color levels of 1, 2, 3, and 4 can be correctly identified. Additional key features include low cost and ease of implementation with highly efficient distribution through the application store on the internet. There are currently 6096 downloads worldwide from September 2011 to March 2015. (C) 2015 Published by Elsevier B.V.
引用
收藏
页码:228 / 233
页数:6
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