Principles, developments, and applications of spatially resolved spectroscopy in agriculture: a review

被引:6
作者
Xia, Yu [1 ]
Liu, Wenxi [1 ,2 ]
Meng, Jingwu [1 ]
Hu, Jinghao [1 ]
Liu, Wenbo [1 ]
Kang, Jie [1 ]
Luo, Bin [2 ]
Zhang, Han [2 ]
Tang, Wei [1 ]
机构
[1] Shaanxi Univ Sci & Technol, Sch Elect & Control Engn, Xian, Shaanxi, Peoples R China
[2] Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing, Peoples R China
来源
FRONTIERS IN PLANT SCIENCE | 2024年 / 14卷
关键词
spatially resolved spectroscopy; optical properties; quality inspection; agriculture; hyperspectral imaging; STATE DIFFUSE-REFLECTANCE; TISSUE OPTICAL-PROPERTIES; SOLUBLE SOLIDS CONTENT; APPLE FRUIT FIRMNESS; SCATTERING PROPERTIES; STEADY-STATE; NONINVASIVE DETERMINATION; QUALITY ASSESSMENT; ABSORPTION-COEFFICIENTS; ARTIFICIAL-INTELLIGENCE;
D O I
10.3389/fpls.2023.1324881
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Agriculture is the primary source of human survival, which provides the most basic living and survival conditions for human beings. As living standards continue to improve, people are also paying more attention to the quality and safety of agricultural products. Therefore, the detection of agricultural product quality is very necessary. In the past decades, the spectroscopy technique has been widely used because of its excellent results in agricultural quality detection. However, traditional spectral inspection methods cannot accurately describe the internal information of agricultural products. With the continuous research and development of optical properties, it has been found that the internal quality of an object can be better reflected by separating the properties of light, such as its absorption and scattering properties. In recent years, spatially resolved spectroscopy has been increasingly used in the field of agricultural product inspection due to its simple compositional structure, low-value cost, ease of operation, efficient detection speed, and outstanding ability to obtain information about agricultural products at different depths. It can also separate optical properties based on the transmission equation of optics, which allows for more accurate detection of the internal quality of agricultural products. This review focuses on the principles of spatially resolved spectroscopy, detection equipment, analytical methods, and specific applications in agricultural quality detection. Additionally, the optical properties methods and direct analysis methods of spatially resolved spectroscopy analysis methods are also reported in this paper.
引用
收藏
页数:23
相关论文
共 123 条
[1]   Prediction of quality attributes and ripeness classification of bananas using optical properties [J].
Adebayo, Segun Emmanuel ;
Hashim, Norhashila ;
Abdan, Khalina ;
Hanafi, Marsyita ;
Mollazade, Kaveh .
SCIENTIA HORTICULTURAE, 2016, 212 :171-182
[2]   Innovative non-destructive technologies for quality monitoring of pineapples: Recent advances and applications [J].
Ali, Maimunah Mohd ;
Hashim, Norhashila ;
Bejo, Siti Khairunniza ;
Jahari, Mahirah ;
Shahabudin, Nurul Aqilah .
TRENDS IN FOOD SCIENCE & TECHNOLOGY, 2023, 133 :176-188
[3]   Development, evaluation, and optimization of an automated device for quality detection and separation of cowpea seeds [J].
Audu, J. ;
Aremu, A. K. .
ARTIFICIAL INTELLIGENCE IN AGRICULTURE, 2021, 5 :240-251
[4]   Spatially-resolved electronic structure of stripe domains in IrTe2 through electronic structure microscopy [J].
Bao, Changhua ;
Zhang, Hongyun ;
Li, Qian ;
Zhou, Shaohua ;
Zhang, Haoxiong ;
Deng, Ke ;
Zhang, Kenan ;
Luo, Laipeng ;
Yao, Wei ;
Chen, Chaoyu ;
Avila, Jose ;
Asensio, Maria C. ;
Wu, Yang ;
Zhou, Shuyun .
COMMUNICATIONS PHYSICS, 2021, 4 (01)
[5]   Reference-free spectroscopic determination of fat and protein in milk in the visible and near infrared region below 1000 nm using spatially resolved diffuse reflectance fiber probe [J].
Bogomolov, Andrey ;
Belikova, Valeria ;
Galyanin, Vladislav ;
Melenteva, Anastasiia ;
Meyer, Hans .
TALANTA, 2017, 167 :563-572
[6]   Optical property recovery with spatially-resolved diffuse reflectance at short source-detector separations using a compact fiber-optic probe [J].
Bridger, Karina G. ;
Roccabruna, Jacob R. ;
Baran, Timothy M. .
BIOMEDICAL OPTICS EXPRESS, 2021, 12 (12) :7388-7404
[7]  
Cen H, 2012, T ASABE, V55, P647
[8]  
Cen H., 2011, P SPIE 8027 SENS AGR, DOI [10.1117/12.883573, DOI 10.1117/12.883573]
[9]   Relationship of the optical absorption and scattering properties with mechanical and structural properties of apple tissue [J].
Cen, Haiyan ;
Lu, Renfu ;
Mendoza, Fernando ;
Beaudry, Randolph M. .
POSTHARVEST BIOLOGY AND TECHNOLOGY, 2013, 85 :30-38
[10]  
Cen HY, 2012, ACTA HORTIC, V945, P181