A smartphone-based soil color sensor: For soil type classification

文献类型： 外文期刊

第一作者： Han, Pengcheng

作者： Han, Pengcheng;Dong, Daming;Zhao, Xiande;Jiao, Leizi;Lang, Yun

作者机构：

关键词： Soil classification;Sensor;Smartphone-based;Visible spectrum

期刊名称：COMPUTERS AND ELECTRONICS IN AGRICULTURE （ 影响因子：5.565； 五年影响因子：5.494 ）

ISSN：

年卷期：

页码：

收录情况： SCI

摘要： Soil type is a key indicator in field survey, but the current soil classification method largely depends on personal experiences of operators. Because different soils have different soil colors, soil can be classified by measuring soil colors. In this paper, we compared and analyzed the roles of the visible spectrum and machine vision adopted in soil classification and proposed a new smartphone-based, low-cost, and miniaturized soil color classification sensor. The CMOS device of the mobile phone was directly used as the sensor and the flashgun of the phone was used as the light source. The peripheral components included external lens, shading devices, and color calibration card, which were assembled on the phone directly. The colors of soil and proofread cards were acquired by the smartphone and converted into RGB signals. With RGB signals, after simple processing, rapid soil classification could be achieved. (C) 2016 Elsevier B.V. All rights reserved.

分类号： S

  • 相关文献

[1]Estimation of Winter Wheat Biomass Using Visible Spectral and BP Based Artificial Neural Networks. Cui Ri-xian,Liu Ya-dong,Fu Jin-dong. 2015

[2]Nitrogen Status Diagnosis of Summer Maize by Using Visible Spectral Analysis Technology. Sun Qin-ping,Rui Yu-kui,Chen Xin-ping,Zhang Fu-suo,Jia Liang-liang. 2009

[3]Estimation of Winter Wheat Leaf Nitrogen Accumulation using Machine Learning Algorithm and Visible Spectral. Cui Ri-xian,Liu Ya-dong,Fu Jin-dong. 2016

[4]A Review on Leaf Temperature Sensor: Measurement Methods and Application. Yu, Lu,Wang, Wenli,Zhang, Xin,Zhang, Xin,Zheng, Wengang. 2016

[5]Design of a suspended particles sensor based on laser backscattering theory that used in poultry housing and corral. Zhao, Xiande,Jiao, Leizi,Dong, Daming. 2015

[6]z Development of real-time laser-scanning system to detect tree canopy characteristics for variable-rate pesticide application. Cai Jichen,Zhao Chunjiang,Cai Jichen,Wang Xiu,Song Jian,Wang Songlin,Yang Shuo,Zhao Chunjiang,Cai Jichen,Wang Xiu,Song Jian,Wang Songlin,Yang Shuo,Zhao Chunjiang,Cai Jichen,Wang Xiu,Song Jian,Wang Songlin,Yang Shuo,Zhao Chunjiang. 2017

[7]Preparation of a Xanthine Sensor Based on the Immobilization of Xanthine Oxidase on a Chitosan Modified Electrode by Cross-linking. Liu Yuge,Li Weiming,Wei Changbin,Lu Lingling. 2012

[8]DNAzyme-based biosensor for detection of lead ion: A review. Liang, Gang,Man, Yan,Li, An,Jin, Xinxin,Pan, Ligang,Liang, Gang,Man, Yan,Li, An,Jin, Xinxin,Pan, Ligang,Liang, Gang,Man, Yan,Li, An,Jin, Xinxin,Pan, Ligang,Liu, Xinhui.

[9]Evaluation of monosodium glutamate, disodium inosinate and guanylate umami taste by an electronic tongue. Yang, Yang,Chen, Qinqin,Shen, Cheng,Zhang, Shuming,Gan, Zhilin,Hu, Rui,Zhao, Jinhong,Ni, Yuanying,Yang, Yang,Gan, Zhilin,Hu, Rui,Zhao, Jinhong,Ni, Yuanying,Chen, Qinqin,Zhang, Shuming.

[10]Mycotoxin Determination in Foods Using Advanced Sensors Based on Antibodies or Aptamers. Xu, Lin,Zhang, Zhaowei,Zhang, Qi,Li, Peiwu,Xu, Lin,Li, Peiwu,Xu, Lin,Zhang, Zhaowei,Zhang, Qi,Li, Peiwu,Zhang, Qi,Li, Peiwu,Li, Peiwu. 2016

[11]Heterogeneous synthesis of nitrogen-doped carbon dots prepared via anhydrous citric acid and melamine for selective and sensitive turn on-off-on detection of Hg (II), glutathione and its cellular imaging. lqbal, Anam,lqbal, Kanwal,Xu, Lige,Li, Bo,Gong, Deyan,Liu, Xiaoyu,Guo, Yali,Liu, Weisheng,Qin, Wenwu,lqbal, Anam,lqbal, Kanwal,Xu, Lige,Li, Bo,Gong, Deyan,Liu, Xiaoyu,Guo, Yali,Liu, Weisheng,Qin, Wenwu,lqbal, Anam,Guo, Huichen,lqbal, Anam,lqbal, Kanwal,Xu, Lige,Li, Bo,Gong, Deyan,Liu, Xiaoyu,Guo, Yali,Liu, Weisheng,Qin, Wenwu,Guo, Huichen,lqbal, Anam,lqbal, Kanwal,Xu, Lige,Li, Bo,Gong, Deyan,Liu, Xiaoyu,Guo, Yali,Liu, Weisheng,Qin, Wenwu,Guo, Huichen,Li, Bo,Liu, Xiaoyu. 2018

[12]Highly sensitive and selective Cu2+ sensor based on electrospun rhodamine dye doped poly(ether sulfones) nanofibers. Min, Minghua,Wang, Lumin,Huang, Hongliang,Shi, Jiangao,Min, Minghua,Wang, Xuefen,Chen, Yanmo. 2013

作者其他论文 更多>>

微信小程序