Skip to main content

Advertisement

Log in

Factors limiting the grain protein content of organic winter wheat in south-eastern France: a mixed-model approach

  • Research Article
  • Published:
Agronomy for Sustainable Development Aims and scope Submit manuscript

Abstract

Organic agriculture could achieve the objectives of sustainable agriculture by banning the use of synthetic fertilizers and pesticides. However, organic crops generally show lower performances than conventional ones. In France, organic winter wheat production is characterized by low grain protein content. There is a crucial need for better understanding the variability of grain protein content, because millers require batches with values over 10.5% of dry matter. Here, a regional agronomic diagnosis was carried out to identify the limiting factors and crop management practices explaining the variability of grain protein content. The studied field network was a set of 51 organic winter wheat plots in south-eastern France. The mixed-model method was used for identifying and ranking the limiting factors and the crop management practices responsible for variation in limiting factors. Our results show that the grain protein content variation was mostly explained by the baking quality grade of the cultivar, crop nitrogen status and weed density at flowering. There was a positive correlation between grain protein content and both crop nitrogen status and weed density. To a lesser extent, climatic factors also explained grain protein content variability. A lower water stress increased grain protein content, whereas an increase in the photothermal quotient and daily temperature over 25 °C reduced grain protein content. In south-eastern France, grain protein content of organic winter wheat could be increased by improving fertilization management, using an improved baking quality grade cultivar, choosing a legume fodder crop as preceding crop, or by avoiding late sowing dates.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  • Akaike H. (1974) A new look at the statistical model identification, IEEE T. Automat. Contr. 19, 716–723.

    Article  Google Scholar 

  • Audsley E., Milne A., Paveley N. (2005) A foliar disease model for use in wheat disease management decision support systems, Ann. Appl. Biol. 147, 161–172.

    Article  Google Scholar 

  • Awan N.A., Murdoch A.J., Gooding M.J. (2001) Interaction of N, herbicides and weeds for the grain yield and breadmaking quality of wheat, Asp. Appl. Biol. 64, 165–166.

    Google Scholar 

  • Bàrberi P. (2002) Weed management in organic agriculture: are we addressing the right issues? Weed Res. 42, 177–193.

    Article  Google Scholar 

  • Bàrberi P., Silvestri N., Bonari E. (1997) Weed communities of winter wheat as influenced by input level and rotation, Weed Res. 37, 301–313.

    Article  Google Scholar 

  • Bhullar S.S., Jenner C.F. (1985) Differential responses to high temperatures of starch and nitrogen accumulation in the grain of four cultivars of wheat, Aust. J. Plant Physiol. 12, 363–375.

    Article  Google Scholar 

  • Bond W., Grundy A.C. (2001) Non-chemical weed management in organic farming systems, Weed Res. 41, 383–405.

    Article  Google Scholar 

  • Brisson N., Seguin B., Bertuzzi P. (1992) Agrometeorological soil water balance for crop simulation models, Agr. Forest. Meteorol. 59, 267–287.

    Article  Google Scholar 

  • Burnham K.P., Anderson D.R. (2002) Model selection and multimodel inference: a practical information-theoretic approach, Springer-Verlag, New York.

    Google Scholar 

  • Clarke M.P., Gooding M.J., Semenov M.A. (2001) The effect of timing of water availability on soil nitrogen, nitrogen uptake and grain protein concentration of winter wheat, Asp. Appl. Biol. 64, 103–110.

    Google Scholar 

  • Cousens R. (1985) A simple model relating yield loss to weed density, Ann. Appl. Biol. 107, 239–252.

    Article  Google Scholar 

  • David C., Jeuffroy M.-H., Henning J., Meynard J.-M. (2005) Yield variation in organic winter wheat: a diagnostic study in the Southeast of France, Agron. Sustain. Dev. 25, 213–223.

    Article  Google Scholar 

  • David C., Joud S., Bauer L. (2007) Maîtrise de la qualité des blés biologiques à l’échelle d’un bassin d’approvisionnement. Incidence des conditions de production sur les performances des blés biologiques, Programme Recherche INRA-CIAB / ACTA / ACTIA 2005–2007, Lyon.

  • Dawson J.C., Huggins D.R., Jones S.S. (2008) Characterizing nitrogen use efficiency in natural and agricultural ecosystems to improve the performance of cereal crops in low-input and organic agricultural systems, Field Crop. Res. 107, 89–101.

    Article  Google Scholar 

  • Debaeke P., Aussenac T., Fabre J.L., Hilaire A., Pujol B., Thuries L. (1996) Grain nitrogen content of winter bread wheat (Triticum aestivum L.) as related to crop management and to the previous crop, Eur. J. Agr. 5, 273–286.

    Article  CAS  Google Scholar 

  • Doré T., Sebillotte M., Meynard J.-M. (1997). A Diagnostic Method for Assessing Regional Variations in Crop Yield, Agr. Syst. 54, 169–188.

    Article  Google Scholar 

  • Fischer R.A. (1985) Number of kernels in wheat crops and the influence of solar radiation and temperature, J. Agr. Sci. 105, 447–461.

    Article  Google Scholar 

  • Fowler D.B. (2003) Crop nitrogen demand and grain protein concentration of spring and winter wheat, Agron. J. 95, 260–265.

    Article  Google Scholar 

  • Gautronneau Y., Manichon H. (1987) Guide méthodique du profil cultural, Lyon.

  • Gooding M.J., Davies W.P., Thompson A.J., Smith S.P. (1993) The challenge of achieving breadmaking quality in organic and low input wheat in the UK-A review, Asp. Appl. Biol. 36, 189–198.

    Google Scholar 

  • Grundy A.C., Boatman N.D., Froud Williams R.J. (1996). Effects of herbicide and nitrogen fertilizer application on grain yield and quality of wheat and barley, J. Agr. Sci. Cambridge 126, 379–385.

    Article  CAS  Google Scholar 

  • Hald A.B. (1999) Weed vegetation (wild flora) of long established organic versus conventional cereal fields in Denmark, Ann. Appl. Biol. 134, 307–314.

    Article  Google Scholar 

  • Justes E., Jeuffroy M.H., Mary B. (1997) The nitrogen requirement of major agricultural crops. Chapter 4: Wheat, barley and durum wheat, in: Lemaire G. (Ed.), Diagnosis of N status in crops, Springer-Verlag, Heidelberg, Germany, pp. 73–91.

    Google Scholar 

  • Le Bail M., Meynard J.M. (2003) Yield and protein concentration of spring malting barley: the effects of cropping systems in the Paris Basin (France), Agronomie 23, 23–27.

    Google Scholar 

  • Leterme P., Manichon H., Roger-Estrade J. (1994) Analyse intégrée des rendements du blé tendre et de leurs causes de variation dans un réseau de parcelles d’agriculteurs du Thymérais, Agronomie 14, 341–361.

    Article  Google Scholar 

  • Lueck L., Schmidt C.S., Cooper J.M., Hall C.M., Shotton P.N., Leifert C. (2006) Effect of organic, low-input and conventional production systems on yield and quality of winter wheat, Asp. Appl. Biol. 80, 135–140.

    Google Scholar 

  • Mäder P., Fliessbach A., Dubois D., Gunst L., Fried P., Niggli U. (2002) Soil Fertility and Biodiversity in Organic Farming, Science 296, 1694–1697.

    Article  PubMed  Google Scholar 

  • Mason M.G., Madin, R.W. (1996) Effect of weeds and nitrogen fertiliser on yield and grain protein concentration of wheat, Aust. J. Exp. Agr. 36, 443–450.

    Article  Google Scholar 

  • Miyazawa K., Tsuji H., Yamagata M., Nakano H., Nakamoto T. (2004) Response of weed flora to combinations of reduced tillage, biocide application and fertilization practices in a 3-year crop rotation, Weed Biol. Manag. 4, 24–34.

    Article  Google Scholar 

  • Peigné J., Call B.C., Roger-Estrade J., David C. (2007) Is conservation tillage suitable for organic farming? A review, Soil Use Manage. 23, 129–144.

    Article  Google Scholar 

  • Pinheiro J.C., Bates D.M. (2000) Mixed-effects models in S and S-PLUS, Springer, New-York.

    Book  Google Scholar 

  • Rasmussen I.A. (2004) The effect of sowing date, stale seedbed, row width and mechanical weed control on weeds and yields of organic winter wheat, Weed Res. 44, 12–20.

    Article  Google Scholar 

  • Reganold J.P., Glover J.D., Andrews P.K., Hinman H.R. (2001), Sustainability of three apple production systems, Nature 410, 926–930.

    Article  PubMed  CAS  Google Scholar 

  • Singh B., Jenner C.F. (1984) Factors controlling endosperm cell number and grain dry weight in wheat: effects of shading on intact plants and of variation in nutritionnal supply to detached, cultured ears, Aust. J. Plant Physiol. 11, 151–163.

    Article  CAS  Google Scholar 

  • Sofield I., Wardlaw I.F., Evans L.T., Zee S.Y. (1977) Nitrogen, phosphorus and water contents during grain development and maturation in wheat, Aust. J. Plant Physiol. 4, 799–810.

    Article  CAS  Google Scholar 

  • Tilman D., Cassman K.G., Matson P.A., Naylor R., Polasky S. (2002) Agricultural sustainability and intensive production practices, Nature 418, 671–677.

    Article  PubMed  CAS  Google Scholar 

  • van Bruggen A.H.C. (1995) Plant Disease Severity in High-Input Compared to Reduced-Input and Organic Farming Systems, Plant Dis. 79, 976–984.

    Article  Google Scholar 

  • Whittingham M.J., Stephens P., Bradbury R.B., Freckleton R.P. (2006) Why do we still use stepwise modelling in ecology and behaviour? J. Anim. Ecol. 75, 1182–1189.

    Article  PubMed  Google Scholar 

  • Wilkinson A., Young D., Cooper J.M., Wilkockson S., Leifert C. (2006) Effect of fertility management and variety choice on yield and baking quality of organic spring and winter wheat, Asp. Appl. Biol. 80, 147–151.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Marion Casagrande.

About this article

Cite this article

Casagrande, M., David, C., Valantin-Morison, M. et al. Factors limiting the grain protein content of organic winter wheat in south-eastern France: a mixed-model approach. Agron. Sustain. Dev. 29, 565–574 (2009). https://doi.org/10.1051/agro/2009015

Download citation

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1051/agro/2009015

Navigation