Changes in time of sowing, flowering and maturity of cereals in Europe under climate change

The phenological development of cereal crops from emergence through flowering to maturity is largely controlled by temperature, but also affected by day length and potential physiological stresses. Responses may vary between species and varieties. Climate change will affect the timing of cereal crop development, but exact changes will also depend on changes in varieties as affected by plant breeding and variety choices. This study aimed to assess changes in timing of major phenological stages of cereal crops in Northern and Central Europe under climate change. Records on dates of sowing, flowering, and maturity of wheat, oats and maize were collected from field experiments conducted during the period 1985–2009. Data for spring wheat and spring oats covered latitudes from 46 to 64°N, winter wheat from 46 to 61°N, and maize from 47 to 58°N. The number of observations (site–year–variety combinations) varied with phenological phase, but exceeded 2190, 227, 2076 and 1506 for winter wheat, spring wheat, spring oats and maize, respectively. The data were used to fit simple crop development models, assuming that the duration of the period until flowering depends on temperature and day length for wheat and oats, and on temperature for maize, and that the duration of the period from flowering to maturity in all species depends on temperature only. Species-specific base temperatures were used. Sowing date of spring cereals was estimated using a threshold temperature for the mean air temperature during 10 days prior to sowing. The mean estimated temperature thresholds for sowing were 6.1, 7.1 and 10.1°C for oats, wheat and maize, respectively. For spring oats and wheat the temperature threshold increased with latitude. The effective temperature sums required for both flowering and maturity increased with increasing mean annual temperature of the location, indicating that varieties are well adapted to given conditions. The responses of wheat and oats were largest for the period from flowering to maturity. Changes in timing of cereal phenology by 2040 were assessed for two climate model projections according to the observed dependencies on temperature and day length. The results showed advancements of sowing date of spring cereals by 1–3 weeks depending on climate model and region within Europe. The changes were largest in Northern Europe. Timing of flowering and maturity were projected to advance by 1–3 weeks. The changes were largest for grain maize and smallest for winter wheat, and they were generally largest in the western and northern part of the domain. There were considerable differences in predicted timing of sowing, flowering and maturity between the two climate model projections applied.

[1]  J. Olesen,et al.  Selection of climate change scenario data for impact modelling , 2012, Food additives & contaminants. Part A, Chemistry, analysis, control, exposure & risk assessment.

[2]  William J. Sacks,et al.  Crop management and phenology trends in the U.S. Corn Belt: Impacts on yields, evapotranspiration and energy balance , 2011 .

[3]  G. Genovese,et al.  Methodology of the MARS crop yield forecasting system. Vol. 2 agrometeorological data collection, processing and analysis , 2004 .

[4]  P. Peltonen-Sainio,et al.  Grain number dominates grain weight in temperate cereal yield determination: Evidence based on 30 years of multi-location trials , 2007 .

[5]  M. Trnka,et al.  Agroclimatic conditions in Europe under climate change , 2011 .

[6]  K. Hakala,et al.  Sensitivity of barley varieties to weather in Finland , 2011, The Journal of Agricultural Science.

[7]  T. Wilbanks,et al.  Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change , 2007 .

[8]  Gustavo A. Slafer,et al.  Base and optimum temperatures vary with genotype and stage of development in wheat , 1995 .

[9]  Rik Leemans,et al.  Faculty Opinions recommendation of European phenological response to climate change matches the warming pattern. , 2006 .

[10]  Kristian Kristensen,et al.  Winter wheat yield response to climate variability in Denmark , 2010, The Journal of Agricultural Science.

[11]  Edward M. Barnes,et al.  for Crop Management , 2003 .

[12]  J. Palutikof,et al.  Climate change 2007 : impacts, adaptation and vulnerability , 2001 .

[13]  C. Müller,et al.  Climate‐driven simulation of global crop sowing dates , 2012 .

[14]  L. Elsgaard,et al.  Shifts in comparative advantages for maize, oat and wheat cropping under climate change in Europe , 2012, Food additives & contaminants. Part A, Chemistry, analysis, control, exposure & risk assessment.

[15]  M. Trnka,et al.  Estimating the impact of climate change on the occurrence of selected pests at a high spatial resolution: a novel approach , 2011, The Journal of Agricultural Science.

[16]  J. Palutikof,et al.  Climate change 2007: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Summary for Policymakers. , 2007 .

[17]  T. Kaukoranta,et al.  Impact of spring warming on sowing times of cereal, potato and sugar beet in Finland , 2008 .

[18]  M. Trnka,et al.  What would happen to barley production in Finland if global warming exceeded 4 °C? A model-based assessment , 2011 .

[19]  D. Deryng,et al.  Crop planting dates: an analysis of global patterns. , 2010 .

[20]  Moshe Abeles,et al.  Spatio-Temporal Patterns , 2010 .

[21]  M. Bindi,et al.  Consequences of climate change for European agricultural productivity, land use and policy , 2002 .

[22]  Mikhail A. Semenov,et al.  Impacts of climate change on wheat anthesis and fusarium ear blight in the UK , 2011, European Journal of Plant Pathology.

[23]  M. Trnka,et al.  Impacts and adaptation of European crop production systems to climate change , 2011 .

[24]  M. Trnka,et al.  Coincidence of variation in yield and climate in Europe. , 2010 .

[25]  A. Mackay Climate Change 2007: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change , 2008 .

[26]  T. Carter,et al.  Phenological development in spring cereals: response to temperature and photoperiod under northern conditions , 1996 .

[27]  Mikhail A. Semenov,et al.  Quantifying effects of simple wheat traits on yield in water-limited environments using a modelling approach , 2009 .

[28]  Alexei G. Sankovski,et al.  Special report on emissions scenarios : a special report of Working group III of the Intergovernmental Panel on Climate Change , 2000 .

[29]  B. M. Petersen,et al.  Comparison of methods for simulating effects of nitrogen on green area index and dry matter growth in winter wheat , 2002 .

[30]  M. Semenov Development of high-resolution UKCIP02-based climate change scenarios in the UK , 2007 .

[31]  Senthold Asseng,et al.  Potential benefits of early vigor and changes in phenology in wheat to adapt to warmer and drier climates. , 2010 .

[32]  P. Linden,et al.  ENSEMBLES: Climate Change and its Impacts - Summary of research and results from the ENSEMBLES project , 2009 .

[33]  G. Hoogenboom,et al.  Thermal time for phenological development of four maize hybrids grown off-season in a subtropical environment , 2005, The Journal of Agricultural Science.

[34]  J. Porter,et al.  Growth and yield response of winter wheat to soil warming and rainfall patterns , 2010, The Journal of Agricultural Science.

[35]  M. Rounsevell,et al.  A soil and agroclimatic model for estimating machinery work-days: the basic model and climatic sensitivity , 1993 .

[36]  J. Porter,et al.  Sensitivity of crop yield and N losses in winter wheat to changes in mean and variability of temperature and precipitation in Denmark using the FASSET model , 2012 .

[37]  P. Craufurd,et al.  Climate change and the flowering time of annual crops. , 2009, Journal of experimental botany.

[38]  J. Porter,et al.  Crop responses to climatic variation , 2005, Philosophical Transactions of the Royal Society B: Biological Sciences.

[39]  V. Sadras,et al.  Phenotypic plasticity of yield and phenology in wheat, sunflower and grapevine , 2009 .

[40]  M. Bindi,et al.  [Responses of agricultural crops of free-air CO2 enrichment]. , 2002, Ying yong sheng tai xue bao = The journal of applied ecology.

[41]  Stefan Siebert,et al.  Spatio-temporal patterns of phenological development in Germany in relation to temperature and day length , 2012 .

[42]  M. Semenov Impacts of climate change on wheat in England and Wales , 2009, Journal of The Royal Society Interface.

[43]  P. Lancashire,et al.  A uniform decimal code for growth stages of crops and weeds , 1991 .

[44]  J. Olesen,et al.  Sensitivity of field-scale winter wheat production in Denmark to climate variability and climate change , 2000 .

[45]  S. A. Mikkelsen,et al.  A Meteorological Model for Calculating the Moisture Content of Ripe Spring Barley , 1985 .

[46]  C. Müller,et al.  Modelling the role of agriculture for the 20th century global terrestrial carbon balance , 2007 .

[47]  A. Kvarnheden,et al.  The impact of global warming on plant diseases and insect vectors in Sweden , 2010, European Journal of Plant Pathology.

[48]  Senthold Asseng,et al.  Sensitivity of productivity and deep drainage of wheat cropping systems in a Mediterranean environment to changes in CO2, temperature and precipitation , 2003 .

[49]  Simon Griffiths,et al.  Comparative genetic approaches to the identification of flowering time genes in temperate cereals , 2004 .

[50]  P. Peltonen-Sainio,et al.  Duration of vegetative and generative development phases in oat cultivars released since 1921 , 2007 .

[51]  W. Mirschel,et al.  Dynamic phenological model for winter rye and winter barley , 2005 .

[52]  W. Powell,et al.  Control of flowering time in temperate cereals: genes, domestication, and sustainable productivity. , 2007, Journal of experimental botany.

[53]  Harrison Pa,et al.  Effects of climate change on Europe-wide winter wheat and sunflower productivity , 1996 .

[54]  Jeffrey W. White,et al.  Simulating the influence of vernalization, photoperiod and optimum temperature on wheat developmental rates. , 2008, Annals of botany.

[55]  W. J. Thompson,et al.  An analysis of morphological development stages in avalon winter wheat crops with different sowing dates and at ten sites in England and Scotland , 1987, The Journal of Agricultural Science.

[56]  J. Holland,et al.  Allelic Effect Variation at Key Photoperiod Response Quantitative Trait Loci in Maize , 2011 .