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

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 R2 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.

[1]  Jianliang Huang,et al.  Improving nitrogen fertilization in rice by sitespecific N management. A review , 2010, Agronomy for Sustainable Development.

[2]  R. Loomis,et al.  Nitrogen and plant production , 1981, Plant and Soil.

[3]  J. E. Richards,et al.  Critical petiole nitrate concentration of two processing potato cultivars in Eastern Canada , 2003, American Journal of Potato Research.

[4]  Keith Goulding,et al.  Enhanced nitrogen deposition over China , 2013, Nature.

[5]  J. E. Richards,et al.  Dynamics of biomass and N accumulation of alfalfa under three N fertilization rates , 2000, Plant and Soil.

[6]  Lefeng Qiu,et al.  Investigation of SPAD meter-based indices for estimating rice nitrogen status , 2010 .

[7]  B. Rabiei,et al.  Improvement of nitrogen management in rice paddy fields using chlorophyll meter (SPAD) , 2008, Paddy and Water Environment.

[8]  C. W. Wood,et al.  Field chlorophyll measurements for evaluation of corn nitrogen status 1 , 1992 .

[9]  Yadvinder-Singh,et al.  Need based nitrogen management using the chlorophyll meter and leaf colour chart in rice and wheat in South Asia: a review , 2010, Nutrient Cycling in Agroecosystems.

[10]  Weixing Cao,et al.  In-season estimation of rice grain yield using critical nitrogen dilution curve , 2016 .

[11]  Weixing Cao,et al.  Optimal Leaf Positions for SPAD Meter Measurement in Rice , 2016, Front. Plant Sci..

[12]  Jingping Yang,et al.  SPAD Values and Nitrogen Nutrition Index for the Evaluation of Rice Nitrogen Status , 2014 .

[13]  Xiaojun Liu,et al.  Estimation of nitrogen fertilizer requirement for rice crop using critical nitrogen dilution curve , 2017 .

[14]  Gilles Lemaire,et al.  Quantifying crop responses to nitrogen and avenues to improve nitrogen-use efficiency , 2015 .

[15]  M. Jeuffroy,et al.  Replacing the nitrogen nutrition index by the chlorophyll meter to assess wheat N status , 2007, Agronomy for Sustainable Development.

[16]  Kenji Omasa,et al.  Estimating rice chlorophyll content and leaf nitrogen concentration with a digital still color camera under natural light , 2014, Plant Methods.

[17]  Xiaojun Liu,et al.  Determination of Critical Nitrogen Dilution Curve Based on Stem Dry Matter in Rice , 2014, PloS one.

[18]  Fusuo Zhang,et al.  Critical Nitrogen Dilution Curve for Optimizing Nitrogen Management of Winter Wheat Production in the North China Plain , 2012 .

[19]  H. Yoshida,et al.  A model explaining genotypic and environmental variation of rice spikelet number per unit area measured by cross-locational experiments in Asia , 2006 .

[20]  E. Justes,et al.  Relationship Between the Normalized SPAD Index and the Nitrogen Nutrition Index: Application to Durum Wheat , 2006 .

[21]  J. Bremner Nitrogen-Total , 2018, SSSA Book Series.

[22]  Christoph Schmitz,et al.  Reactive nitrogen requirements to feed the world in 2050 and potential to mitigate nitrogen pollution , 2014, Nature Communications.

[23]  S. Peng,et al.  Current Status and Challenges of Rice Production in China , 2009 .

[24]  Weixing Cao,et al.  Indicators for diagnosing nitrogen status of rice based on chlorophyll meter readings , 2016 .

[25]  N. Tremblay,et al.  Determination of a Critical Nitrogen Dilution Curve for Spring Wheat , 2010 .

[26]  B. Mistele,et al.  Estimating the nitrogen nutrition index using spectral canopy reflectance measurements , 2008 .

[27]  Yan Zhu,et al.  A New Curve of Critical Nitrogen Concentration Based on Spike Dry Matter for Winter Wheat in Eastern China , 2016, PloS one.

[28]  Aiwang Duan,et al.  Rapid and nondestructive estimation of the nitrogen nutrition index in winter barley using chlorophyll measurements , 2016 .

[29]  E. Justes,et al.  Determination of a Critical Nitrogen Dilution Curve for Winter Wheat Crops , 1994 .

[30]  Luis Miguel Contreras-Medina,et al.  A Review of Methods for Sensing the Nitrogen Status in Plants: Advantages, Disadvantages and Recent Advances , 2013, Sensors.

[31]  J. Weng,et al.  Differences between Indica and Japonica rice varieties in CO2 exchange rates in response to leaf nitrogen and temperature , 2004, Photosynthesis Research.

[32]  Yadvinder-Singh,et al.  Use of Chlorophyll Meter Sufficiency Indices for Nitrogen Management of Irrigated Rice in Asia , 2000, Agronomy Journal.

[33]  Kenneth G. Cassman,et al.  INCREASED N-USE EFFICIENCY USING A CHLOROPHYLL METER ON HIGH-YIELDING IRRIGATED RICE , 1996 .

[34]  Nicolas Tremblay,et al.  Chlorophyll Measurements and Nitrogen Nutrition Index for the Evaluation of Corn Nitrogen Status , 2008 .

[35]  A. Dobermann,et al.  On-farm soil N supply and N nutrition in the rice-wheat system of Nepal and Bangladesh , 1999 .

[36]  Yuan Shen,et al.  Predicting Rice Yield Using Canopy Reflectance Measured at Booting Stage , 2005 .

[37]  Jianliang Huang,et al.  Strategies for overcoming low agronomic nitrogen use efficiency in irrigated rice systems in China , 2006 .

[38]  M. Werger,et al.  Maximizing daily canopy photosynthesis with respect to the leaf nitrogen allocation pattern in the canopy , 1987, Oecologia.

[39]  Weixing Cao,et al.  Development of critical nitrogen dilution curve in rice based on leaf dry matter , 2014 .

[40]  Weixing Cao,et al.  Development of critical nitrogen dilution curve of Japonica rice in Yangtze River Reaches , 2013 .

[41]  Weixing Cao,et al.  Determination of critical nitrogen dilution curve based on leaf area index in rice , 2014 .