光谱学与光谱分析 |
|
|
|
|
|
Study on Predicting Protein Content of Wheat Seeds by Using Wheat Leaves SPAD Value |
GAO Fei1, XIAO Jing1, GU Yun-hong1*, JIAO Zhen1, JIN Qing-sheng2 |
1. Henan Province Ion Beam Bio-engineering Key Laboratory, Zhengzhou University, Zhengzhou 450052, China2. Institute of Crops and Utilization of Nuclear Technology, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China |
|
|
Abstract The present paper is to study and build the rapid nondestructive prediction technique of wheat grain quality in the pre-harvest period, The analysis of SPAD value aimed at five different periods from the first leaf to the 4th leaf to obtain SPAD values with the sampling period and the changes of leaf using 31 kinds of wheat materials, near infrared spectroscopy was used for the determination of protein of the grain. And the leaf SPAD values and maturity correlation of grain protein content were established. It was found that decreasing rate of the top leaf SPAD and grain protein content showed significant negative correlation y=-3.210 9x+14.286, linear regression equation is y=-3.210 9x+14.286, and correlation coefficient is r=-0.849 0. With significant analysis, we assume that there is a very significant linear correlation between decreasing rate of the top leaf SPAD value and grain protein content. So we can use decreasing rate of the top leaf SPAD values to predict the protein content of grain.
|
Received: 2011-11-09
Accepted: 2012-02-15
|
|
Corresponding Authors:
GU Yun-hong
E-mail: guyunhong@zzu.edu.cn
|
|
[1] AI Tian-cheng, LI Fang-min, ZHOU Zhi-an, et al(艾天成,李方敏,周治安,等). Journal of Hubei Agricultural College(湖北农学院学报), 2000,20(1):68. [2] AI Tian-cheng, ZHOU Zhi-an, LI Fang-min, et al(艾天成,周治安,李方敏, 等). Gansu Agricultural Science and Technology(甘肃农业科技), 2001,16(4):16. [3] WANG Juan, HAN Deng-wu, REN Gang, et al(王 娟,韩登武,任 岗,等). Xinjiang Agricultural Sciences(新疆农业科学),2006,43(3):167. [4] Marquard R D,Tipton J L. Hort Science,1987,22(6):1327. [5] Dwyer L M,Tollenaar M,Houwing L. Can. J. Plant Set.,1991,71:505. [6] XUE Xiang, WU Yu-e(薛 香,吴玉娥). Hubei Agricultural Sciences(湖北农业科学), 2010, 49(11): 270, 2751. [7] LEI Ze-xiang, AI Tian-cheng, LI Fang-min, et al(雷泽湘,艾天成,李方敏,等). Journal of Hubei Agricultural College(湖北农学院学报),2001,21(2):138. [8] BAI Bao-zhang, KONG Xiang-sheng, WANG Min-kun, et al(白宝璋,孔祥生,王民昆,等). Plant Physiology (Under)(植物生理学·下). Beijing: China Agricultural Scientech Press(北京:中国农业科技出版社),1996,31. [9] CHEN You-ling(陈又玲). Fujian Agricultural Science and Technology(福建农业科技),1996,9(4): 46. [10] Smeal D,Zhang H. Commun. Soil Sci. Plant Anal.,1994,25(9&10):1495. [11] LI Fo-lin, ZHAO Chun-jiang, WANG Ji-hua, et al(李佛琳,赵春江,王纪华,等). Plant Nutrition and Fertilizer Science(植物营养与肥料学报),2007,13(1):136. [12] ZHU Xin-kai, SHENG Hai-jun, GU Jing, et al(朱新开, 盛海君, 顾 晶, 等). Journal of Triticeae Crops(麦类作物学报), 2005, 25(2): 46. [13] LI Ying-xue, XU De-fu, XIE Xiao-jin, et al(李映雪, 徐德福, 谢晓金, 等). Chinese Journal of Agrometeorology(中国农业气象), 2009, 30(2): 164. [14] TIAN Yong-chao, ZHU Yan, CAO Wei-xing, et al(田永超,朱 艳,曹卫星, 等). Scientia Agricultura Sincia(中国农业科学), 2004, 37(6):808. [15] Papakosta D K, Gagianas A A. Agronomy Journal, 1991, 83: 864. [16] Gebbing T, Schnyder H. Plant Physiology, 1999, 121: 871.
|
[1] |
PENG Jian1, 2, XU Fei-xiong1* , DENG Kai2, WU Jian2, LI Wei-tao2, WANG Ni2, LIU Min-shi2. Spectral Differences of Tree Leaves at Different Chlorophyll Relative Content in Langya Mountain[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(06): 1839-1849. |
[2] |
WANG Chao, WANG Jian-ming, FENG Mei-chen, XIAO Lu-jie, SUN Hui, XIE Yong-kai, YANG Wu-de*. Hyperspectral Estimation on Growth Status of Winter Wheat by Using the Multivariate Statistical Analysis[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(05): 1520-1525. |
[3] |
ZHANG Jian1, 2, MENG Jin1, 2, ZHAO Bi-quan1, 2, ZHANG Dong-yan3, XIE Jing4*. Research on the Chlorophyll Content (SPAD) Distribution Based on the Consumer-Grade Modified Near-Infrared Camera[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(03): 737-744. |
[4] |
ZHANG Jian1, LI Yong1, XIE Jing2*, LI Zong-nan1. Research on Optimal Near-Infrared Band Selection of Chlorophyll (SPAD) 3D Distribution about Rice Plant[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2017, 37(12): 3749-3757. |
[5] |
SHI Ping1, WU Yong-feng1*, HU Xin2, Lü Guo-hua1, REN De-chao2, SONG Ji-qing1*. Relationship Between Hyperspectral Parameters of Winter Wheat Canopy and Plant Height Components under Late Frost Injury[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2017, 37(12): 3845-3850. |
[6] |
GE Hong-yi1,2, JIANG Yu-ying1,2, ZHANG Yuan2*, LIAN Fei-yu1,2. Study on Nondestructive Detection of Wheat Quality by Using THz Spectroscopy and Multisource Information Fusion[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2017, 37(11): 3338-3342. |
[7] |
BAI Jin-shun1, CAO Wei-dong1,2*, BAO Xing-guo3*, RUI Yu-kui4, ZENG Nao-hua1, GAO Song-juan1, Shimizu Katsuyoshi5. Effects of Long-Term Green Manure Application on the Concentrations of Mineral Elements in Grain of Dryland Wheat in Northwest of China[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2017, 37(06): 1847-1851. |
[8] |
MENG Lei1, WU Yong-feng1*, HU Xin2, LÜ Guo-hua1, REN De-chao2, SONG Ji-qing1*. Using Hyperspectral Data for Detecting Late Frost Injury to Winter Wheat under Different Topsoil Moistures[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2017, 37(05): 1482-1488. |
[9] |
JIN Zhao-xi1, ZHANG Xiu-juan2, LUO Fu-yi2, AN Dong1, 3*, ZHAO Sheng-yi1, RAN Hang1, YAN Yan-lu1 . Study of Modeling Samples Selection Method Based on Near Infrared Spectrum [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2016, 36(12): 3920-3925. |
[10] |
WANG Xiao-qiao1,2,4, WANG Fang1,3, LIAO Gui-ping1,3*, GUAN Chun-yun1,2 . Multifractal Analysis of Rapeseed Spectrum for Chlorophyll Diagnosis Modeling [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2016, 36(11): 3657-3663. |
[11] |
XIONG Qin-xue1, 2, WANG Xiao-ling1,2*, WANG You-ning2,3 . Spectral Characteristics Analysis of Wheat Damaged by Subsurface Waterlogging [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2016, 36(08): 2558-2561. |
[12] |
WANG Dong1, 2, PAN Li-gang1, 2, LIU Long-hai3, JIANG Justin3, LI An1, 2, JIN Xin-xin1, 2, MA Zhi-hong1, 2, WANG Ji-hua1, 2*. Research on Rapid and Non-Destructive Identification of Aging Wheat Based on ATR-Terahertz Spectroscopy Combined with PLS-DA [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2016, 36(07): 2036-2041. |
[13] |
HUI Guang-yan1, SUN Lai-jun1*, WANG Jia-nan1, WANG Le-kai2, DAI Chang-jun2 . Research on the Pre-Processing Methods of Wheat Hardness Prediction Model Based on Visible-Near Infrared Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2016, 36(07): 2111-2116. |
[14] |
ZHENG Ling1, 2, ZHU Da-zhou3, DONG Da-ming1, ZHANG Bao-hua1,WANG Cheng1, ZHAO Chun-jiang1*. Monitoring of Winter Wheat Aboveground Fresh Biomass Based on Multi-Information Fusion Technology[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2016, 36(06): 1818-1825. |
[15] |
CUI Ri-xian1, LIU Ya-dong1, FU Jin-dong2*. Estimation of Winter Wheat Leaf Nitrogen Accumulation using Machine Learning Algorithm and Visible Spectral[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2016, 36(06): 1837-1842. |
|
|
|
|