Effects of UV-B Radiation on Near-Infrared Spectroscopy and Identification of Puccinia striiformis f. sp tritici

被引:7
作者
Cheng, Pei [1 ]
Li, Xiaolong [1 ]
Qin, Feng [1 ]
Zhao, Longlian [2 ]
Li, Junhui [2 ]
Ma, Zhanhong [1 ]
Wang, Haiguang [1 ]
机构
[1] China Agr Univ, Coll Agr & Biotechnol, Beijing 100193, Peoples R China
[2] China Agr Univ, Coll Informat & Elect Engn, Beijing 100083, Peoples R China
基金
中国国家自然科学基金;
关键词
ULTRAVIOLET-B; PROTECTION; GROWTH; DAMAGE;
D O I
10.1155/2014/751458
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Based on near-infrared spectra of three physiological races of Puccinia striiformis f. sp. tritici (i.e., CYR31, CYR32, and CYR33) irradiated under four UV-B intensities (i.e., 0, 150, 200, and 250 mu w/cm(2)), the effects of UV-B radiation on near-infrared spectroscopy of the pathogen were investigated in spectral region 4000-10000 cm(-1), and support vectormachinemodels were built to identify UV-B radiation intensities and physiological races, respectively. The results showed that the spectral curves under UV-B radiation treatments exhibited great differences compared with the corresponding control treatment (0 mu w/cm(2)) in the spectral regions 5300-5600 cm(-1) and 7000-7400 cm(-1) and that the absorbance values of all the three physiological races increased with the enhancement of UV-B radiation intensity. Based on near-infrared spectroscopy, different UV-B radiation intensities could be identified and different physiological races could be distinguished from each other with high accuracies. The results demonstrated the utility and stability of the proposed method to identify the physiological races.
引用
收藏
页码:1 / 9
页数:9
相关论文
共 28 条
[1]   Application of near-infrared reflectance spectroscopy to estimate chemical constituents in broiler litter [J].
Aiken, GE ;
Pote, DH ;
Tabler, SF ;
Tabler, TC .
COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS, 2005, 36 (17-18) :2529-2539
[2]   DNA damage and repair in plants [J].
Britt, AB .
ANNUAL REVIEW OF PLANT PHYSIOLOGY AND PLANT MOLECULAR BIOLOGY, 1996, 47 :75-100
[3]   LIBSVM: A Library for Support Vector Machines [J].
Chang, Chih-Chung ;
Lin, Chih-Jen .
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2011, 2 (03)
[4]  
Chen Bing Chen Bing, 2007, Scientia Agricultura Sinica, V40, P2709
[5]   Determination of total polyphenols content in green tea using FT-NIR spectroscopy and different PLS algorithms [J].
Chen, Quansheng ;
Zhao, Jiewen ;
Liu, Muhua ;
Cai, Jianrong ;
Liu, Jianhua .
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2008, 46 (03) :568-573
[6]   SUPPORT-VECTOR NETWORKS [J].
CORTES, C ;
VAPNIK, V .
MACHINE LEARNING, 1995, 20 (03) :273-297
[7]   Effects of UV-B radiation on the antagonistic ability of Clonostachys rosea to Botrytis cinerea on strawberry leaves [J].
Costa, Lucio B. ;
Rangel, Drauzio E. N. ;
Morandi, Marcelo A. B. ;
Bettiol, Wagner .
BIOLOGICAL CONTROL, 2013, 65 (01) :95-100
[8]   Impact of UV-B radiation on Clonostachys rosea germination and growth [J].
Costa, Lucio B. ;
Rangel, Drauzio E. N. ;
Morandi, Marcelo A. B. ;
Bettiol, Wagner .
WORLD JOURNAL OF MICROBIOLOGY & BIOTECHNOLOGY, 2012, 28 (07) :2497-2504
[9]  
Feng Lei Feng Lei, 2012, Transactions of the Chinese Society of Agricultural Engineering, V28, P139
[10]   Morphological and physiological responses of Brassica napus to ultraviolet-B radiation: Photomodification of ribulose-1,5-bisphosphate carboxylase/oxygenase and potential acclimation processes [J].
Greenberg, BM ;
Wilson, MI ;
Gerhardt, KE ;
Wilson, KE .
JOURNAL OF PLANT PHYSIOLOGY, 1996, 148 (1-2) :78-85