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Recent advances in Raman technology with applications in agriculture, food and biosystems: A review

Authors :
Shizhuang Weng
Wenxiu Zhu
Xueyan Zhang
Hecai Yuan
Ling Zheng
Jinling Zhao
Linsheng Huang
Ping Han
Source :
Artificial Intelligence in Agriculture, Vol 3, Iss , Pp 1-10 (2019)
Publication Year :
2019
Publisher :
KeAi Communications Co., Ltd., 2019.

Abstract

Raman technology, which covers Raman spectroscopy (RS) and its various derivative methods, has been widely applied in detection of various substances in agriculture, food and biosystems. This article reviews the recent advances in two mainstream Raman technologies as RS and SERS, including technical evolution, application and challenges, and spectral processing methods. Firstly, the origin, principle, defect, and development of RS were introduced. Then, the current situation, existing problems, and development trend of RS and SERS were discussed in agriculture, food, and biosystems, such as adulteration recognition, plant diseases identification, farm chemicals detection, food additives determination, and toxins analysis. At last, the spectral analysis methods include noise reduction, feature extraction or variable selection, and modeling were introduced in detail, which can realize the automatic and intelligent analysis of spectra without relying on professionals. Keywords: Raman technology, Adulteration, Plant diseases, Farm chemicals, Toxins, Spectral processing methods

Subjects

Subjects :
Agriculture

Details

Language :
English
ISSN :
25897217
Volume :
3
Issue :
1-10
Database :
Directory of Open Access Journals
Journal :
Artificial Intelligence in Agriculture
Publication Type :
Academic Journal
Accession number :
edsdoj.6b024b8300684cebb40b0d457a018e6c
Document Type :
article
Full Text :
https://doi.org/10.1016/j.aiia.2019.11.001