Non-destructive Assessment of Plant Nitrogen Parameters Using Leaf Chlorophyll Measurements in Rice

被引:78
作者
Ata-Ul-Karim, Syed Tahir [1 ]
Cao, Qiang [1 ]
Zhu, Yan [1 ]
Tang, Liang [1 ]
Rehmani, Muhammad Ishaq Asif [2 ]
Cao, Weixing [1 ]
机构
[1] Nanjing Agr Univ, Jiangsu Collaborat Innovat Ctr Modern Crop Prod, Jiangsu Key Lab Informat Agr, Natl Engn & Technol Ctr Informat Agr, Nanjing, Jiangsu, Peoples R China
[2] Ghazi Univ, Dept Agron, Dera Ghazi Khan, Pakistan
基金
美国国家科学基金会;
关键词
chlorophyll meter; critical nitrogen; nitrogen nutrition index; accumulated nitrogen deficit; nitrogen requirement; phenological stages; rice; NUTRITION INDEX; DILUTION CURVE; IRRIGATED RICE; USE EFFICIENCY; JAPONICA RICE; METER; MANAGEMENT; FERTILIZATION;
D O I
10.3389/fpls.2016.01829
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Non-destructive assessment of plant nitrogen (N) status is essential for efficient crop production and N management in intensive rice (Oryza sativa L.) cropping systems. Chlorophyll meter (SPAD-502) has been widely used as a rapid, non-destructive and cost-effective diagnostic tool for in-season assessment of crop N status. The present study was intended to establish the quantitative relationships between chlorophyll meters readings, plant N concentration (PNc). N nutrition index (NNI), accumulated N deficit (AND), and N requirement (NR), as well as to compare the stability of these relationships at different vegetative growth stages in Japonica and Indica rice cultivars. Seven multi-locational field experiments using varied N rates and seven rice cultivars were conducted in east China. The results showed that the PNC and chlorophyll meters readings increased with increasing N application rates across the cultivars, growing seasons, and sites. The PNC and chlorophyll meters readings under varied N rates ranged from 2.29 to 3.21, 1.06 to 1.82 and 37.10 to 45.4 and 37.30 to 46.6, respectively, at TL and HD stages for Japonica rice cultivars, while they ranged from 2.25 to 3.23, 1.34 to 1.91 and 35.6 to 43.3 and 37.3 to 45.5 for Indica rice cultivars, respectively. The quantitative relationships between chlorophyll meters readings, PNC, NNI, AND, and NR established at different crop growth stages in two rice ecotypes, were highly significant with R-2 values ranging from 0.69 to 0.93 and 0.71 to 0.86 for Japonica and Indica rice, respectively. The strongest relationships were observed for AND and NR at panicle initiation and booting stages in both rice ecotypes. The validation of the relationships developed in the present study with an independent data exhibited a solid model performance and confirmed their robustness as a reliable and rapid diagnostic tool for in-season estimation of plant N parameters for sustainable N management in rice. The results of this study will offer a suitable approach for managing N application precisely during the growth period of the rice crop in intensive rice cropping systems of east China.
引用
收藏
页数:14
相关论文
共 41 条
[1]   On-farm soil N supply and N nutrition in the rice-wheat system of Nepal and Bangladesh [J].
Adhikari, C ;
Bronson, KF ;
Panuallah, GM ;
Regmi, AP ;
Saha, PK ;
Dobermann, A ;
Olk, DC ;
Hobbs, PR ;
Pasuquin, E .
FIELD CROPS RESEARCH, 1999, 64 (03) :273-286
[2]   Estimation of nitrogen fertilizer requirement for rice crop using critical nitrogen dilution curve [J].
Ata-Ul-Karim, Syed Tahir ;
Liu, Xiaojun ;
Lu, Zhenzhou ;
Zheng, Hengbiao ;
Cao, Weixing ;
Zhu, Yan .
FIELD CROPS RESEARCH, 2017, 201 :32-40
[3]   In-season estimation of rice grain yield using critical nitrogen dilution curve [J].
Ata-Ul-Karim, Syed Tahir ;
Liu, Xiaojun ;
Lu, Zhenzhou ;
Yuan, Zhaofeng ;
Zhu, Yan ;
Cao, Weixing .
FIELD CROPS RESEARCH, 2016, 195 :1-8
[4]   Determination of critical nitrogen dilution curve based on leaf area index in rice [J].
Ata-Ul-Karim, Syed Tahir ;
Zhu, Yan ;
Yao, Xia ;
Cao, Weixing .
FIELD CROPS RESEARCH, 2014, 167 :76-85
[5]   Determination of Critical Nitrogen Dilution Curve Based on Stem Dry Matter in Rice [J].
Ata-Ul-Karim, Syed Tahir ;
Yao, Xia ;
Liu, Xiaojun ;
Cao, Weixing ;
Zhu, Yan .
PLOS ONE, 2014, 9 (08)
[6]   Development of critical nitrogen dilution curve of Japonica rice in Yangtze River Reaches [J].
Ata-Ul-Karim, Syed Tahir ;
Yao, Xia ;
Liu, Xiaojun ;
Cao, Weixing ;
Zhu, Yan .
FIELD CROPS RESEARCH, 2013, 149 :149-158
[7]   Dynamics of biomass and N accumulation of alfalfa under three N fertilization rates [J].
Bélanger, G ;
Richards, JE .
PLANT AND SOIL, 2000, 219 (1-2) :177-185
[8]   Critical petiole nitrate concentration of two processing potato cultivars in Eastern Canada [J].
Bélanger, G ;
Walsh, JR ;
Richards, JE ;
Milburn, PH ;
Ziadi, N .
AMERICAN JOURNAL OF POTATO RESEARCH, 2003, 80 (04) :251-261
[9]   Reactive nitrogen requirements to feed the world in 2050 and potential to mitigate nitrogen pollution [J].
Bodirsky, Benjamin Leon ;
Popp, Alexander ;
Lotze-Campen, Hermann ;
Dietrich, Jan Philipp ;
Rolinski, Susanne ;
Weindl, Isabelle ;
Schmitz, Christoph ;
Mueller, Christoph ;
Bonsch, Markus ;
Humpenoeder, Florian ;
Biewald, Anne ;
Stevanovic, Miodrag .
NATURE COMMUNICATIONS, 2014, 5
[10]  
Bremner J.M., 1982, Methods Soil Anal. Chem. Methods Part, V2, P595