Rapid phenotyping of the tomato fruit model, Micro-Tom, with a portable VIS-NIR spectrometer

被引:63
作者
Ecarnot, Martin [1 ]
Baczyk, Paulina [2 ]
Tessarotto, Lydie [2 ]
Chervin, Christian [2 ]
机构
[1] INRA, UMR AGAP, F-34060 Montpellier 2, France
[2] Univ Toulouse, INRA INP ENSAT, UMR GBF, F-31326 Castanet Tolosan, France
关键词
Phenotyping; Non-destructive; Brix; TSS; Acidity; Firmness; Dry matter; NONDESTRUCTIVE MEASUREMENT; SPECTROSCOPY; FIRMNESS;
D O I
10.1016/j.plaphy.2013.05.019
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Tomato (Solanum lycopersicum) quality traits such as juice soluble solid content (Brix), juice pH, color parameters (Flue and Chroma), firmness and water content, are critical factors for fruit quality assessment. The need for screening very large numbers of fruit has led to the development of a high-throughput method using visible-near infrared (VIS-NIR) spectrometry. We are reporting here a set of results obtained with a portable spectrometer using the 350-2500 nm range, showing good prediction of the quality traits cited above, over a wide range of developmental stages from immature green to ripe tomato fruit, cv. Micro-Tom. This is a rather good set of quality traits compared to previous publications predicting tomato quality with VIS-NIR spectrometry, and the prediction is robust, as it was obtained by grouping sets of different operators. This would be a useful tool to phenotype hundreds of Micro-Tom per day, making it possible to follow the dynamics of the described parameters on growing fruits. Thus the method can be used to study the biochemistry and physiology of fruit development in planta. (c) 2013 Elsevier Masson SAS. All rights reserved.
引用
收藏
页码:159 / 163
页数:5
相关论文
共 16 条
[1]  
Aoki K., 2010, BMC GENOMICS, V30, P11
[2]   Nondestructive Measurement of Fresh Tomato Lycopene Content and Other Physicochemical Characteristics Using Visible-NIR Spectroscopy [J].
Clement, Alain ;
Dorais, Martine ;
Vernon, Marcia .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2008, 56 (21) :9813-9818
[3]   Tomato Stem and Fruit Diameter Dynamics in Response to Changing Water Availability [J].
De Swaef, T. ;
Steppe, K. ;
Verbist, K. ;
Cornelis, W. .
INTERNATIONAL SYMPOSIUM ON ADVANCED TECHNOLOGIES AND MANAGEMENT TOWARDS SUSTAINABLE GREENHOUSE ECOSYSTEMS: GREENSYS2011, 2012, 952 :953-957
[4]  
He Y., 2005, International J. Information Technol, V11, P97
[5]   THE EFFECT OF MULTIPLICATIVE SCATTER CORRECTION (MSC) AND LINEARITY IMPROVEMENT IN NIR SPECTROSCOPY [J].
ISAKSSON, T ;
NAES, T .
APPLIED SPECTROSCOPY, 1988, 42 (07) :1273-1284
[6]   Precise near infrared spectral acquisition of intact tomatoes in interactance mode [J].
Khuriyati, N ;
Matsuoka, A ;
Kawano, S .
JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2004, 12 (06) :391-395
[7]  
Lammertyn J, 1998, T ASAE, V41, P1089, DOI 10.13031/2013.17238
[8]   Measurement of tomato firmness by using a non-destructive mechanical sensor [J].
Lesage, P ;
Destain, MF .
POSTHARVEST BIOLOGY AND TECHNOLOGY, 1996, 8 (01) :45-55
[9]  
MARTENS H, 1998, MULTIVARIATE CALIBRA, P116
[10]   REPORTING OF OBJECTIVE COLOR MEASUREMENTS [J].
MCGUIRE, RG .
HORTSCIENCE, 1992, 27 (12) :1254-1255