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Within-field variation in grain yield, yield components and quality traits of two-row barley

  • A. RAJALA (a1), P. PELTONEN-SAINIO (a1), R. KAUPPILA (a2), A. WILHELMSON (a3), P. REINIKAINEN (a4) and J. KLEEMOLA (a4)...

Summary

Recent studies of precision cereal farming systems have documented large within-field and annual variation in grain yield and quality. The principal aim of the present study was to evaluate the degree of within- and between-field variation in biomass, yield, yield component structure and quality traits, such as grain protein of two-row barley (Hordeum vulgare L.), using crop samples collected from field patches of varying yield potential. Plant samples were collected from the fields of commercial farmers located in southern Finland in 2000 and 2001. Selection of low, intermediate and high yielding patches for crop sampling was based on aerial infrared colour images taken twice during the growing season. When stands were mature, plant samples from an area of 0·5 m2 were uprooted for yield component and quality analysis. Nitrogen accumulation prior to heading was strongly associated with biomass accumulation, indicating differences in growth potential of the different field patches. The principal yield determining trait in two-row barley was grain number/m2, whereas single grain weight (SGW) had a lesser effect on grain yield. The degree of variation in the quality parameters, namely protein and SGW, was not associated with grain yield. This suggests that within-field variation in yield potential does not determine heterogeneity of the grain yield in terms of grain weight or grain protein content.

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*To whom all correspondence should be addressed. Email: ari.rajala@mtt.fi

References

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AOAC (1980). Official Methods of Analysis, 13th edn. Washington, DC: Association of Official Analytical Chemists.
Asrar, G., Fuchs, M., Kanemasu, E. T. & Hatfield, J. L. (1984). Estimating absorbed photosynthetic radiation and leaf area index from spectral reflectance in wheat. Agronomy Journal 76, 300306.
Aulakh, M. S., Doran, J. W., Walters, D. T., Mosier, A. R. & Francis, D. D. (1991). Crop residue type and placement effects on denitrification and mineralization. Soil Science Society of America Journal 55, 10201025.
Baethgen, W. E., Christianson, C. B. & Lamothe, A. G. (1995). Nitrogen fertilizer effects on growth, grain yield, and yield components of malting barley. Field Crops Research 43, 8799.
Bertholdsson, N. O. (1999). Characterization of malting barley cultivars with more or less stable grain protein content under varying environmental conditions. European Journal of Agronomy 10, 18.
Birch, C. J., Fukai, S. & Broad, I. J. (1997). Estimation of responses of yield and grain protein concentration of malting barley to nitrogen fertiliser using plant nitrogen uptake. Australian Journal of Agricultural Research 48, 635648.
Blackmore, S., Godwin, R. J. & Fountas, S. (2003). The analysis of spatial and temporal trends in yield map data over six years. Biosystems Engineering 84, 455466.
Bonnett, O. T. (1961). The Oat Plant: Its Histology and Development. Bulletin 672. University of Illinois: Agricultural Experiment Station.
Booltink, H. W. G., van Alphen, B. J., Batchelor, W. D., Paz, J. O., Stoorvogel, J. J. & Vargas, R. (2001). Tools for optimising management of spatially variable fields. Agricultural Systems 70, 445476.
Boonchoo, S., Fukai, S. & Hetherington, S. E. (1998). Barley yield and grain protein concentration as affected by assimilate and nitrogen availability. Australian Journal of Agricultural Research 49, 695704.
Borghi, B. (1999). Nitrogen as determinant of wheat growth and yield. In Wheat: Ecology and Physiology of Yield Determination (Eds Satorre, E. H. & Slafer, G. A.), pp. 6784. New York: Food Products Press.
Cottrell, J. E., Dale, J. E. & Jeffcoat, B. (1982). The effects of daylength and treatment with gibberellic acid on spikelet initiation and development in Clipper barley. Annals of Botany 50, 5768.
Craufurd, P. Q. & Cartwright, P. M. (1989). Effect of photoperiod and chlormequat on apical development and growth in a spring wheat (Triticum aestivum) cultivar. Annals of Botany 63, 515525.
Dobermann, A. & Ping, J. L. (2004). Geostatistical integration of yield monitor data and remote sensing improves yield maps. Agronomy Journal 96, 285297.
Earl, R., Taylor, J. C., Wood, G. A., Bradley, I., James, I. T., Waine, T., Welsh, J. P., Godwin, R. J. & Knight, S. M. (2003). Soil factors and their influence on within-field crop variability, Part I: field observation of soil variation. Biosystems Engineering 84, 425440.
EBC (1998). Analytica EBC. Nürnberg, Germany: Fachverlag Hans Carl Getränke.
Engel, R. E., Long, D. S., Carlson, G. R. & Meier, C. (1999). Method for precision nitrogen management in spring wheat: 1. fundamental relationships. Precision Agriculture 1, 327338.
Fathi, G., McDonald, G. K. & Lance, R. C. M. (1997). Effects of post-anthesis water stress on the yield and grain protein concentration of barley grown at two levels of nitrogen. Australian Journal of Agricultural Research 48, 6780.
García del Moral, L. F., García del Moral, M. B., Molina-Cano, J. L. & Slafer, G. A. (2003). Yield stability and development in two- and six-rowed winter barleys under Mediterranean conditions. Field Crops Research 81, 109119.
Hoffmann, C. M. & Blomberg, M. (2004). Estimation of leaf area index of Beta vulgaris L. based on optical remote sensing data. Journal of Agronomy and Crop Science 190, 197204.
Home, S., Wilhelmson, A., Tammisola, J. & Husman, J. (1997). Natural variation among barley kernels. Journal of American Society of Brewing Chemistry 55, 4751.
Hutley-Bull, P. D. & Schwabe, W. W. (1982). Some effects of low-concentration gibberellic acid and retardant application during early growth on morphogenesis in wheat. In Chemical Manipulation of Crop Growth and Development (Ed. McLaren, J. S.), pp. 329342. London: Butterworth Scientific.
James, I. T. & Godwin, R. J. (2003). Soil, water and yield relationships in developing strategies for the precision application of nitrogen fertilizer to winter barley. Biosystems Engineering 84, 467480.
Joernsgaard, B. & Halmoe, S. (2003). Intra-field yield variation over crops and years. European Journal of Agronomy 19, 2333.
Jones, J. L. & Allen, E. J. (1986). Development in barley (Hordeum sativum). Journal of Agricultural Science, Cambridge 107, 187213.
Jones, J. B. (1998). Plant Nutrition Manual. London: CRC Press.
Justes, E., Mary, B., Meynard, J.-M., Machet, J.-M. & Thelier-Huche, L. (1994). Determination of a critical nitrogen dilution curve for winter wheat crops. Annals of Botany 74, 397407.
Kätterer, T., Ekersten, H., Andrén, O. & Pettersson, R. (1997). Winter wheat biomass and nitrogen dynamics under different fertilization and water regimes: application of a crop growth model. Ecological Modelling 102, 301314.
Kirby, E. J. M. & Appleyard, M. (1984). Cereal Development Guide. 2nd edn. Warwickshire, UK: Arable Unit, National Agriculture Centre.
Langer, R. H. (1979). How Grasses Grow. 2nd edn. London: Edward Arnold.
Lauer, J. G. (1991). Barley tiller response to plant density and ethephon. Agronomy Journal 83, 968973.
Lawlor, D., Lemaire, G. & Gastal, F. (2001). Nitrogen, plant growth and crop yield. In Plant Nitrogen (Eds Lea, P. J. & Morot-Gaudry, J.-F.), pp. 343368. Berlin: Springer-Verlag.
Passarella, V. S., Savin, R. & Slafer, G. A. (2002). Grain weight and malting quality in barley as affected by brief periods of increased spike temperature under field conditions. Australian Journal of Agricultural Research 53, 12191227.
Peltonen-Sainio, P. (1999). Growth and development of oat with special reference to source-sink interaction and productivity. In Crop Yield, Physiology and Processes. (Eds Smith, D. L. & Hamel, C.), pp. 3966. Berlin, Germany: Springer-Verlag.
Peltonen-Sainio, P. & Järvinen, P. (1995). Seeding rate effects on tillering, grain yield, and yield components of oat at high latitude. Field Crops Research 40, 4956.
Peltonen-Sainio, P. & Peltonen, J. (1995). Floret set and abortion in oat and wheat under high and low nitrogen regimes. European Journal of Agronomy 4, 253262.
Peltonen-Sainio, P. & Rajala, A. (2007). Duration of vegetative and generative development phases in oat cultivars released since 1921. Field Crops Research 101, 7279.
Peltonen-Sainio, P., Kangas, A., Salo, Y. & Jauhiainen, L. (2006). Grain number dominates grain weight in cereal yield determination: evidence basing on 30 years' multilocation trials. Field Crops Research 100, 179188.
Plant, R. E., Munk, D. S., Roberts, B. R., Vargas, R. L., Rains, D. W., Travis, R. L. & Hutmacher, R. B. (2000). Relationships between remotely sensed reflectance data and cotton growth and yield. Transactions of the American Society of Agricultural Engineers 43, 535546.
Prystupa, P., Savin, R. & Slafer, G. A. (2004). Grain number and its relationship with dry matter, N and P in the spikes at heading in response to N×P fertilization in barley. Field Crops Research 90, 245254.
Przulj, N. & Momcilovic, V. (2001). Genetic variation for dry matter and nitrogen accumulation and translocation in two-rowed spring barley II. Nitrogen translocation. European Journal of Agronomy 5, 255265.
SAS Institute (1985). User's Guide: Statistics. Version 5th edn. Cary, New York: SAS Institute.
Savin, R., Stone, P. J., Nicolas, M. E. & Wardlaw, I. F. (1997). Effects of heat stress and moderately high temperature on grain growth and malting quality of barley. Australian Journal of Agricultural Research 48, 615624.
Serrano, L., Filella, I. & Penuelas, J. (2000). Remote sensing of biomass and yield of winter wheat under different nitrogen supplies. Crop Science 40, 723731.
Sippola, J. & Yläranta, T. (1985). Mineral nitrogen reserves in soil and nitrogen fertilization of barley. Annales Agriculturae Fenniae 24, 117124.
Skerritt, J. H., Adams, M. L., Cook, S. E. & Naglis, G. (2002). Within-field variation in wheat quality: implications for precision agricultural management. Australian Journal of Agricultural Research 53, 12291242.
Smith, D. L., Dijak, M., Bulman, P., Ma, B. L. & Hamel, C. (1999). Barley: physiology of yield. In Crop Yield: Physiology and Processes (Eds Smith, D. L. & Hamel, C.), pp. 67107. Berlin, Germany: Springer-Verlag.
Taylor, J. C., Wood, G. A., Earl, R. & Godwin, R. J. (2003). Soil factors and their influence on within-field crop variability, Part II: spatial analysis and determination of management zones. Biosystems Engineering 84, 441453.
Timlin, D., Pachepsky, Y., Walthall, C. & Loechel, S. (2001). The use of a water budget model and field maps to characterize water availability in a landscape. Soil and Tillage Research 58, 219231.
Van Alphen, B. J. (2002). A case study on precision nitrogen management in Dutch arable farming. Nutrient Cycling in Agroecosystems 62, 151161.
Vold, A. (1998). A generalization of ordinary yield responses functions. Ecological Modelling 108, 227236.
Wade, A. & Froment, M. A. (2003). Barley Quality and Grain Size Homogeneity for Malting: Volume I: Agronomic Effects on Varieties. HGCA Project report No. 320. London: Home Grown Cereals Authority.
Wallwork, M. A. B., Logue, S. J., MacLeod, L. C. & Jenner, C. F. (1998). Effects of high temperatures during grain filling on the grain growth characteristics and malting quality of three Australian malting barleys. Australian Journal of Agricultural Research 49, 12871296.
Welsh, J. P., Wood, G. A., Godwin, R. J., Taylor, J. C., Earl, R., Blackmore, S. & Knight, S. M. (2003). Developing strategies for spatially variable nitrogen application in cereals, part II: wheat. Biosystems Engineering 84, 495511.
Wendroth, O., Reuter, H. I. & Kersebaum, K. C. (2003). Predicting yield of barley across a landscape: a state-space modelling approach. Journal of Hydrology 272, 250263.
Wood, G. A., Welsh, J. P., Godwin, R. J., Taylor, J. C., Earl, R. & Knight, S. M. (2003). Real-time measures of canopy size as a basis for spatially varying nitrogen applications to winter wheat sown at different seed rates. Biosystems Engineering 84, 513531.
Wych, R. D., Simmons, S. R., Warner, R. L. & Kirby, E. J. M. (1988). Physiology and development. In Barley (Ed. Rasmusson, D. C.), pp. 103125. Agronomical Monographs 26. Madison, WI, USA: American Society of Agronomy.
Yamagishi, J., Nakamoto, T. & Richner, W. (2003). Stability of spatial variability of wheat and maize biomass in a small field managed under two contrasting tillage systems over 3 years. Field Crops Research 81, 95108.
Zarco-Tejada, P. J., Ustin, S. L. & Whiting, M. L. (2005). Temporal and spatial relationships between within-field yield variability in cotton and high-spatial hyperspectral remote sensing imagery. Agronomy Journal 97, 641653.

Within-field variation in grain yield, yield components and quality traits of two-row barley

  • A. RAJALA (a1), P. PELTONEN-SAINIO (a1), R. KAUPPILA (a2), A. WILHELMSON (a3), P. REINIKAINEN (a4) and J. KLEEMOLA (a4)...

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