Abstract
Climate and meteorological conditions greatly affect agricultural activities, modifying plant responses and determining the quantity and the quality of production. In this respect, the aim of this research was to analyze the quality of winter durum wheat (Triticum turgidum L. var. durum), in terms of protein content through the use of meteorological information. Meteorological conditions were described utilizing both local weather station data (air temperature, cumulated precipitation) and large-scale information available freely on the internet, such as geopotential height (GPH), sea surface temperature (SST), and the North Atlantic Oscillation (NAO) index. The analysis was carried out for the period 1997–2009 in the Tuscany region, Central Italy. Grain protein was positively correlated with air temperature during the February to June period, and negatively with cumulative precipitation during the entire period from November to June. Protein content was also negatively correlated with 500 hPa GPH over Gibraltar and North-Western Africa during the March to June period and with the SST of the Atlantic Ocean south-west of the Canary Islands during the January to June period. Finally, with regard to the NAO, winter durum wheat quality was positively correlated with the specific index for several months, in particular during the winter period. These results demonstrate that precipitation and air temperature over the production area represent two crucial variables driving the vegeto-productive responses of winter durum wheat. On the other hand, the use of large-scale meteorological information showed great potential from the perspective of a local quality forecast system setup.
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References
Atkinson MD, Kettlewell PS, Hollins PD, Stephenson DB, Hardwik NV (2005) Summer climate mediates UK wheat quality response to winter North Atlantic Oscillation. Agric For Meteorol 130(1–2):27–37
Atkinson MD, Kettlewell PS, Poulton PR, Hollins PD (2008) Grain quality in the Broadbalk Wheat Experiment and the winter North Atlantic Oscillation. J Agric Sci 146:541–549
Bartolini E, Claps P, D’Odorico P (2009) Interannual variability of winter precipitation in the European Alps: relations with the North Atlantic Oscillation. Hydrol Earth Syst Sci 13:17–25
Bassett LM, Allen RE, Rubenthaler GL (1989) Genotype × environment interactions on soft white winter wheat quality. Agron J 81:955–960
Benzian B, Lane PW (1986) Protein concentration of grain in relation to some weather and soil factors during 17 years of English winter-wheat experiments. J Sci Food Agric 37:435–444
Ciaffi M, Tozzi L, Borghi B, Corbellini M, Lafiandra D (1996) Effect of heat shock during grain filling on the gluten protein composition of bread wheat. J Cereal Sci 24(2):91–100
Colman A (1997) Prediction of summer central England temperature from preceding North Atlantic winter sea surface temperature. Int J Climatol 17(12):1285–1300
Correll R, Butler J, Spouncer L, Wrigley C (1994) The relationship between grain-protein content of wheat and barley and temperatures during grain filling. Aust J Plant Physiol 21:869–873
Daniel C, Triboi EJ (2000) Effects of temperature and nitrogen nutrition on the grain composition of winter wheat: effects on gliadin content and composition. J Cereal Sci 32(1):45–56
Dexter JE, Matsuo RR (1977) Influence of protein content on some durum wheat quality parameters. Can J Plant Sci 57:717–727
Faridi H, Finley JW (1989) Improved wheat for baking. CRC Crit Rev Food Sci Nutr 28:175–209
Gimeno L, Ribera P, Iglesias R, de la Torre L, Garcia R, Hernandez E (2002) Identification of empirical relationships between indices of ENSO and NAO and agricultural yields in Spain. Clim Res 21:165–172
Grifoni D, Mancini M, Maracchi G, Orlandini S, Zipoli G (2006) Analysis of Italian wine quality using freely available meteorological information. Am J Enol Vitic 57(3):339–346
Gooding MJ, Davies WP (1997) Wheat production and utilization: systems, quality and the environment. CAB International, Wallingford
Hogy P (2008) Fangmeier AJ (2008) Effects of elevated atmospheric CO2 on grain quality of heat. Cereal Sci 48(3):580–591
Hopkins JW (1968) Protein content of western Canadian hard redspring wheat in relation to some environmental factors. Agric For Meteorol 5:411–431
Hurrell JW (1995) Decadal trends in the North Atlantic Oscillation and relationships to regional temperature and precipitation. Science 269:676–679
Hurrell JW, van Loon H (1997) Decadal variations in climate associated with the North Atlantic Oscillation. Clim Change 36(3–4):301–326
Hurrell JW, Kushnir Y, Ottersen G, Visbeck M (2003) (eds) The North Atlantic Oscillation: climatic significance and environmental impact. Geophysical Monograph 134, 1–35. Copyright 2003 by the American Geophysical Union 10.1029/134GM01
Jones PD, Jonsson T, Wheeler D (1997a) Extension to the North Atlantic Oscillation using early instrumental pressure observations from Gibraltar and South-West Iceland. Int J Climatol 17:1433–1450
Jones PD, Osborn TJ, Briffa KR (1997b) Estimating sampling errors in large-scale temperature averages. J Climate 10:2548–2568
Kalnay YE, Kanamitsu M, Kistlter R, Collins W, Deaven D, Gandin L, Iredell M, Saha S, White G, Woolen J, Zhu Y, Chelliah M, Ebisuzaki Higgins W, Janowiak J, Mo KC, Ropelewski C, Wang J, Leetma A, Reynolds R, Jenne R, Joseph ED (1996) The NCEP/NCAR 40-year reanalysis project. Bull Am Meteorol Soc 77:437–471
Kettlewell PS, Sothern RB, Koukkari WLJ (1999) UK wheat quality and economic value are dependent on the North Atlantic Oscillation. J Cereal Sci 29(3):205–209
Kettlewell PS, Stephenson DB, Atkinson MD, Hollins PD (2003) Summer rainfall and wheat grain quality: relationships with the North Atlantic Oscillation. Weather 58(4):155–164
Kolderup F (1975) Effects of temperature, photoperiod and light quantity on protein production in wheat grains. J Sci Food Agric 26:583–592
Labuschagne MT, Elago O, Koen EJ (2009) The influence of temperature extremes on some quality and starch characteristics in bread, biscuit and durum wheat. J Cereal Sci 49(2):184–189
Motzo R, Fois S, Giunta F (2007) Protein content and gluten quality of durum wheat (Triticum turgidum subsp. Durum) as affected by sowing date. J Sci Food Agric 87:1480–1488
Oweis T, Pala M, Ryan J (1999) Management alternatives for improved durum wheat production under supplemental irrigation in Syria. Eur J Agron 11:255–266
Pan J, Zhu Y, Cao W, Dai T, Jiang D (2006) Predicting the protein content of grain in winter wheat with meteorological and genotypic factors. Plant Prod Sci 9(3):323–333
Paredes-Lopez O, Corravioubas-Alvarez M, Barquin-Carmona J (1985) Influence of nitrogen fertilization on the physicochemical and functional properties of bread wheats. Cereal Chem 62(6):427–432
Powlson DS, Hart PBS, Poulton PR, Johnston AE, Jenkinson DS (1992) Influence of soil type, crop management and weather on the recovery of 15 N-labelled fertilizer applied to winter wheat in spring. J Agric Sci (Cambridge) 118:83–100
Samaan J, El-Khayat GH, Manthey FA, Fuller MP, Brennan CS (2006) Durum wheat quality: II. The relationship of kernel physicochemical composition to semolina quality and end product utilization. Int J Food Sci Technol 41(2):47–55
Schlehuber AM, Tucker BB (1959) Factors affecting the protein content of wheat. Cereal Sci Today 4:240–242
Smith GP, Gooding MJ (1999) Models of wheat grain quality considering climate, cultivar and nitrogen effects. Agric For Meteor 94:159–170
Sofield I, Evans LT, Cook MG, Wardlaw IF (1977) Factors influencing the rate and duration of grain filling in wheat. Aust J Plant Physiol 4:785–797
Spiertz JHJ (1977) The influence of temperature and light intensity on grain growth in relation to the carbohydrate and nitrogen economy of the wheat plant. Neth J Agric Sci 25:182–197
Taylor AC, Gilmour AR (1971) Wheat protein prediction fromclimatic factors in southern New South Wales. Aust J Exp Agric Anim Husb 11:546–549
Vicente-Serrano SM, Lopez-Moreno JI (2008) Nonstationary influence of the North Atlantic Oscillation on European precipitation. J Geophys Res 113:D20120. doi:10.1029/2008JD010382
Wanner H, Bronnimann S, Casty C, Gyalistras D, Luterbacher J, Schmutz C, Stephenson DB, Xoplaki E (2001) North Atlantic Oscillation—concepts and studies. Surv Geophys 22(4):321–381
Wheeler TR, Hong TD, Ellis RH, Batts GR, Morison JIL, Hadley P (1996) The duration and rate of grain growth, and harvest index, of wheat (Triticum aestivum L.) in response to temperature and CO2. J Exp Bot 47:623–630
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The authors wish to thank Fondazione Monte dei Paschi di Siena, Consorzio Agrario di Siena and COST734 Action for their support of this research.
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Dalla Marta, A., Grifoni, D., Mancini, M. et al. The influence of climate on durum wheat quality in Tuscany, Central Italy. Int J Biometeorol 55, 87–96 (2011). https://doi.org/10.1007/s00484-010-0310-8
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DOI: https://doi.org/10.1007/s00484-010-0310-8