Non-invasive monitoring of red beet development

被引:3
作者
Ma, Bing [1 ]
Rodriguez, Raul D. [1 ]
Bogatova, Elena [1 ]
Ruban, Alexey [1 ]
Turanov, Sergey [1 ]
Valiev, Damir [1 ]
Sheremet, Evgeniya [1 ]
机构
[1] Tomsk Polytech Univ, Lenina Ave 30, Tomsk 634034, Russia
关键词
Red beets; Betalain; Raman spectroscopy; Plant chemistry; Plant aging; Agriculture; Artificial lightning; Greenhouse; PORTABLE RAMAN SPECTROMETER; FT-RAMAN; CELLULOSE; SPECTROSCOPY; GROWTH; IR; PIGMENTS; STRESS; SUGAR;
D O I
10.1016/j.saa.2019.01.006
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
Agricultural monitoring is required to enhance crop production, control plant stress, and predict pests and crop infection. Apart from monitoring the external influences, the state of the plant itself must be tracked. However, the modern methods for plant analysis are expensive and require plants processing often in a destructive way. Optical spectroscopy can be used for the non-invasive monitoring requiring no consumables, and little to none sample preparation. In this context, we found that the red beet growth can be monitored by Raman spectroscopy. Our analysis shows that, as plants age, the rate of betalain content increases. This increase makes betalain dominate the whole Raman spectra over other plant components. The dominance of betalain facilitates its use as a molecular marker for plant growth. This finding has implications in the understanding of plant physiology, particularly important for greenhouse growth and the optimization of external conditions such as artificial illumination. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:155 / 159
页数:5
相关论文
共 50 条
[21]   Keratin intrinsic fluorescence as a mechanism for non-invasive monitoring of its glycation [J].
Muir, Rhona ;
Forbes, Shareen ;
Birch, David J. S. ;
Vyshemirsky, Vladislav ;
Rolinski, Olaf J. .
METHODS AND APPLICATIONS IN FLUORESCENCE, 2023, 11 (01)
[22]   A Review of Non-Invasive Optical Systems for Continuous Blood Glucose Monitoring [J].
Alsunaidi, Bushra ;
Althobaiti, Murad ;
Tamal, Mahbubunnabi ;
Albaker, Waleed ;
Al-Naib, Ibraheem .
SENSORS, 2021, 21 (20)
[23]   Characterizing Variability in Non-Invasive Hydration Monitoring Using Raman Spectroscopy [J].
Rourke-Funderburg, Anna S. ;
Elstub, Laura J. ;
Voss, Trevor ;
Liao, Richard L. ;
Masson, Laura E. ;
Mahadevan-Jansen, Anita .
APPLIED SPECTROSCOPY, 2025, 79 (08) :1228-1241
[24]   Non-invasive Optical Technical Identification of Red Pigments on Chinese Paper Notes [J].
Ren, Jie ;
Gao, Cunjin ;
Wang, Jigang ;
Shen, Yang ;
Shi, Jilong ;
Liu, Quanxiao ;
Chen, Wei .
COATINGS, 2021, 11 (04)
[25]   Evaluation of some non-invasive approaches for the detection of red palm weevil infestation [J].
Rasool, Khawaja Ghulam ;
Husain, Mureed ;
Salman, Shehzad ;
Tufail, Muhammad ;
Sukirno, Sukirno ;
Mehmood, Khalid ;
Farooq, Wazirzada Aslam ;
Aldawood, Abdulrahman S. .
SAUDI JOURNAL OF BIOLOGICAL SCIENCES, 2020, 27 (01) :401-406
[26]   Non-invasive Analyses of Ancient Ceramics Colorants [J].
Lukacevic, Igor ;
Rajkovic, Dragana .
CROATICA CHEMICA ACTA, 2015, 88 (01) :53-58
[27]   Non-invasive monitoring of brain tissue temperature by near-infrared spectroscopy [J].
Hollis, VS ;
Binzoni, T ;
Delpy, DT .
OPTICAL TOMOGRAPHY AND SPECTROSCOPY OF TISSUE IV, 2001, 4250 :470-481
[28]   Labscale fluidized bed granulator instrumented with non-invasive process monitoring devices [J].
Leskinen, Jari T. T. ;
Okkonen, Matti-Antero H. ;
Toiviainen, Maunu M. ;
Poutiainen, Sarni ;
Tenhunen, Mari ;
Teppola, Pekka ;
Lappalainen, Reijo ;
Ketolainen, Jarkko ;
Jarvinen, Kristiina .
CHEMICAL ENGINEERING JOURNAL, 2010, 164 (2-3) :268-274
[29]   In vivo testing of a non-invasive prototype device for the continuous monitoring of intracerebral hemorrhage [J].
Kandadai, Madhuvanthi A. ;
Korfhagen, Joseph J. ;
Beiler, Shauna ;
Beiler, Chris ;
Wagner, Kenneth ;
Adeoye, Opeolu M. ;
Shaw, George J. .
JOURNAL OF NEUROSCIENCE METHODS, 2014, 235 :117-122
[30]   Non-Invasive Monitoring of Streptococcus pyogenes Vaccine Efficacy Using Biophotonic Imaging [J].
Alam, Faraz M. ;
Bateman, Colin ;
Turner, Claire E. ;
Wiles, Siouxsie ;
Sriskandan, Shiranee .
PLOS ONE, 2013, 8 (11)