Early nitrogen deficiencies favor high yield, grain protein content and N use efficiency in wheat

Abstract Nitrogen fertilization has been widely studied in wheat (Triticum aestivum L.), with a view to maximizing local yields and obtaining high grain protein contents. It has long been accepted that nitrogen nutrition must be non-limiting throughout the crop cycle for these targets to be reached. However, studies over the last 20 years have shown that some periods of N deficiency are detrimental, whereas others have no impact on grain yield. There is, therefore, still a need to define the precise N deficiency path that can be tolerated. Nitrogen nutrition index (NNI) is an appropriate indicator of N deficiency. Based on experiments with wheat crops showing various patterns of NNI dynamics from the start of stem elongation to flowering, we aimed to identify a minimum nitrogen nutrition path, including periods of N deficiency, defining the threshold above which there is no detrimental impact on wheat crop yield. We used experimental data from 18 site-year experiments, each including 1–14 cultivars and 2–8 fertilization strategies, with determinations of crop NNI at four growth stages (Z30, Z32, Z39 and Z60 on the Zadoks scale). Experimental treatments were assigned to two groups: those with and without yield loss due to N fertilization strategy, relative to the maximum yield in each trial. Using receiver operating characteristics curve analysis, we identified the NNI path best distinguishing between the two groups of treatments. We found that the lowest acceptable NNI value (i.e. the lowest value for which there was no yield loss), increased during the crop cycle. We characterized, for the cultivars studied, periods of N deficiency during vegetative growth that did not lead to a decrease in yield or grain protein content, and even some periods in which the deficiency improved nitrogen use efficiency. Finally, we concluded that references in NNI should be revised for more efficient N management and the threshold NNI path could be used to determine timing of N fertilizer application on the basis of real-time crop N status monitoring.

[1]  Les émissions gazeuses dans le cycle de l’azote à différentes échelles du territoire : une revue , 2013 .

[2]  J. Meynard,et al.  Use of the Nitrogen Nutrition Index for the Analysis of Agronomical Data , 1997 .

[3]  B. Reiser,et al.  Estimation of the Youden Index and its Associated Cutoff Point , 2005, Biometrical journal. Biometrische Zeitschrift.

[4]  Marianne Cerf,et al.  Lack of consideration for end-users during the design of agronomic models. A review , 2011, Agronomy for Sustainable Development.

[5]  Frank Brentrup,et al.  Soil- and plant-based nitrogen-fertilizer recommendations in arable farming , 2005 .

[6]  D. Makowski,et al.  Measuring the accuracy of agro-environmental indicators. , 2009, Journal of environmental management.

[7]  David Makowski,et al.  Which decision support tools for the environmental management of nitrogen , 2002 .

[8]  M. Jeuffroy,et al.  Effects of nitrogen and radiation on dry matter and nitrogen accumulation in the spike of winter wheat , 2004 .

[9]  R. Luebs,et al.  Nitrogen Effect on Leaf Area, Yield, and Nitrogen Uptake of Barley under Moisture Stress1 , 1967 .

[10]  Jean-Marc Meynard,et al.  Relationship between rate of crop growth at date of fertiliser N application and fate of fertiliser N applied to winter wheat , 1999, Plant and Soil.

[11]  Christine Aubry,et al.  Nitrogen Diagnosis and Decision Support , 1997 .

[12]  E. Justes,et al.  Wheat, Barley, and Durum Wheat , 1997 .

[13]  Christine Bouchard,et al.  Intensity and duration of nitrogen deficiency on wheat grain number , 1999 .

[14]  J. Six,et al.  Efficiency of Fertilizer Nitrogen in Cereal Production: Retrospects and Prospects , 2005 .

[15]  N. Fageria,et al.  Enhancing Nitrogen Use Efficiency in Crop Plants , 2005 .

[16]  P. Shewry,et al.  Identifying traits to improve the nitrogen economy of wheat: Recent advances and future prospects , 2009 .

[17]  Aude Barbottin,et al.  Nitrogen Remobilization during Grain Filling in Wheat: Genotypic and Environmental Effects , 2005 .

[18]  W. Horwitz Official Methods of Analysis , 1980 .

[19]  J. Schepers,et al.  Responsive in-season nitrogen management for cereals , 2008 .

[20]  Indicators used by farmers to design agricultural systems: a survey , 2016, Agronomy for Sustainable Development.

[21]  Hughes,et al.  Decision‐making and diagnosis in disease management , 1999 .

[22]  V. Sadras,et al.  Quantifying crop nitrogen status for comparisons of agronomic practices and genotypes , 2014 .

[23]  M. Corbellini,et al.  Effects of Mediterranean climate on wheat bread-making quality , 1997 .

[24]  R. Sylvester-Bradley,et al.  The value of nitrogen applied to wheat during early development , 1996, Nutrient Cycling in Agroecosystems.

[25]  Jean-Marc Meynard,et al.  Interaction between cultivar and crop management effects on winter wheat diseases, lodging, and yield , 2008 .

[26]  Marcus D. Ruopp,et al.  Youden Index and Optimal Cut‐Point Estimated from Observations Affected by a Lower Limit of Detection , 2008, Biometrical journal. Biometrische Zeitschrift.

[27]  David Makowski,et al.  Comparison of risk indicators for sclerotinia control in oilseed rape , 2005 .

[28]  Gilles Lemaire,et al.  Diagnosis of the Nitrogen Status in Crops , 1997, Springer Berlin Heidelberg.

[29]  J. Passioura Simulation Models: Science, Snake Oil, Education, or Engineering? , 1996 .

[30]  K. Sayre,et al.  Wheat Nitrogen Use Efficiency in a Bed Planting System in Northwest Mexico , 2000 .

[31]  E. Justes,et al.  Diagnosis Using Stem Base Extract: JUBIL Method , 1997 .

[32]  Sylvie Recous,et al.  Short-term immobilisation and crop uptake of fertiliser nitrogen applied to winter wheat: effect of date of application in spring , 1999, Plant and Soil.

[33]  Keith Matthews,et al.  Wither Agricultural DSS? , 2005 .

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

[35]  P. Struik,et al.  Influence of Nitrogen Supply on the Susceptibility of Wheat to Septoria tritici , 2003 .

[36]  W. Youden,et al.  Index for rating diagnostic tests , 1950, Cancer.

[37]  William R. Raun,et al.  Improving Nitrogen Use Efficiency for Cereal Production , 1999 .

[38]  H. Rees,et al.  Rate and time of fertilizer nitrogen application on yield, protein and apparent efficiency of fertilizer nitrogen use of spring wheat , 2007 .

[39]  F. Hons,et al.  Nitrogen fertilization timing effect on wheat production, nitrogen uptake efficiency, and residual soil nitrogen , 1993 .

[40]  P. Abbate,et al.  The effects of radiation and nitrogen on number of grains in wheat , 1995, The Journal of Agricultural Science.

[41]  Jean-Marc Meynard,et al.  Mismatch between a science-based decision tool and its use: The case of the balance-sheet method for nitrogen fertilization in France , 2016 .

[42]  A. Dobermann,et al.  Agroecosystems, Nitrogen-use Efficiency, and Nitrogen Management , 2002, Ambio.

[43]  S. Recous,et al.  Adaptation and assessment of the Azodyn model for managing the nitrogen fertilization of organic winter wheat , 2004 .

[44]  Miguel Quemada,et al.  Evaluation of chlorophyll meters as tools for N fertilization in winter wheat under humid Mediterranean conditions , 2006 .

[45]  A. R. Ennos,et al.  The effect of nitrogen and growth regulators on stem and root characteristics associated with lodging in two cultivars of winter wheat , 1995 .

[46]  D. Beghin,et al.  Genetic differences for nitrogen uptake and nitrogen utilisation efficiencies in winter wheat. , 2000 .

[47]  Gilles Lemaire,et al.  Chapter 8 – Quantifying Crop Responses to Nitrogen Deficiency and Avenues to Improve Nitrogen Use Efficiency , 2009 .

[48]  Guilherme Torres,et al.  NITROGEN FERTILIZER MANAGEMENT FOR IMPROVED GRAIN QUALITY AND YIELD IN WINTER WHEAT IN OKLAHOMA , 2013 .

[49]  O. Oenema,et al.  Does the crop or the soil indicate how to save nitrogen in maize production? Reviewing the state of the art , 2000 .

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