光谱技术在农作物信息感知中的应用研究进展

被引：10

作者：

于海业

李晓凯

于跃

王洪健

张蕾

张昕

隋媛媛

机构：

[1] 吉林大学生物与农业工程学院

来源：

吉林农业大学学报 | 2021年 / 43卷 / 02期

关键词：

光谱分析; 智慧农业; 生理信息检测; 作物识别; 农药残留;

D O I：

10.13327/j.jjlau.2021.1145

中图分类号：

S126 [电子技术、计算机技术在农业上的应用];

学科分类号：

082804 ;

摘要：

农作物的生长状况是影响农产品品质的重要因素,及时检测农作物的生长状况并进行有效管理,是保证农业健康发展的关键。光谱技术是现代农业生产智慧检测的重要手段之一,文章总结了农作物营养元素、作物识别、农药残留、生理信息检测等方面的光谱技术应用,在总结所取得重要进展的基础上,提出目前发展所存在的问题,并进行了发展趋势分析。

引用

页码：153 / 162

页数：10

共 96 条

[61] Comparison of Partial Least Squares Regression (PLSR) and Principal Components Regression (PCR) Methods for Protein and Hardness Predictions using the Near-Infrared (NIR) Hyperspectral Images of Bulk Samples of Canadian Wheat [J].

Mahesh, S. ;

Jayas, D. S. ;

Paliwal, J. ;

White, N. D. G. .

FOOD AND BIOPROCESS TECHNOLOGY, 2015, 8 (01) :31-40

[62] Estimation of wheat nitrogen status under drip irrigation with canopy spectral indices [J].

Jin, X. L. ;

Diao, W. Y. ;

Xiao, C. H. ;

Wang, F. Y. ;

Chen, B. ;

Wang, K. R. ;

Li, S. -K. .

JOURNAL OF AGRICULTURAL SCIENCE, 2015, 153 (07) :1281-1291

[63]

Investigation of Leaf Diseases and Estimation of Chlorophyll Concentration in Seven Barley Varieties Using Fluorescence and Hyperspectral Indices.[J].Kang Yu;Georg Leufen;Mauricio Hunsche;Georg Noga;Xinping Chen;Georg Bareth.Remote Sensing.2013, 1

[64]

Monitoring stress levels on rice with heavy metal pollution from hyperspectral reflectance data using wavelet-fractal analysis.[J].Liu Meiling;Liu Xiangnan;Ding Weicui;Wu Ling.International Journal of Applied Earth Observations and Geoinformation.2010, 2

[65] Spectral discrimination of wild oat and canary grass in wheat fields for less herbicide application [J].

Gomez-Casero, M. T. ;

Castillejo-Gonzalez, I. L. ;

Garcia-Ferrer, A. ;

Pena-Barragan, J. M. ;

Jurado-Exposito, M. ;

Garcia-Torres, L. ;

Lopez-Granados, F. .

AGRONOMY FOR SUSTAINABLE DEVELOPMENT, 2010, 30 (03) :689-699

[66]

Wavelet-based detection of crop zinc stress assessment using hyperspectral reflectance.[J].Meiling Liu;Xiangnan Liu;Ling Wu;Liqing Duan;Binqing Zhong.Computers and Geosciences.2010, 9

[67] Efficacy of different indices derived from spectral reflectance of wheat for nitrogen stress detection [J].

Govind, Ajit ;

Bhavanarayana, M. ;

Kumari, Jyothi ;

Govind, Arun .

JOURNAL OF PLANT INTERACTIONS, 2005, 1 (02) :93-105

[68] Wavelet transform applied to EO-1 hyperspectral data for forest LAI and crown closure mapping [J].

Pu, RL ;

Gong, P .

REMOTE SENSING OF ENVIRONMENT, 2004, 91 (02) :212-224

[69] Herbicide micro-dosing for weed control in field-grown processing tomatoes [J].

Giles, DK ;

Downey, D ;

Slaughter, DC ;

Brevis-Acuna, JC ;

Lanini, WT .

APPLIED ENGINEERING IN AGRICULTURE, 2004, 20 (06) :735-743

[70] Exploring the use of near infrared reflectance spectroscopy to study physical properties and microelements in soils [J].

Moron, A ;

Cozzolino, D .

JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2003, 11 (02) :145-154

← 1 2 3 4 5 6 7 8 9 10 →