Modelling shifts in agroclimate and crop cultivar response under climate change
Article first published online: 30 SEP 2013
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Ecology and Evolution
Volume 3, Issue 12, pages 4197–4214, October 2013
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How to Cite
Ecology and Evolution 2013; 3(12): 4197–4214
- Issue published online: 23 OCT 2013
- Article first published online: 30 SEP 2013
- Manuscript Accepted: 21 AUG 2013
- Manuscript Revised: 20 AUG 2013
- Manuscript Received: 31 MAY 2013
- Academy of Finland, projects A-La-Carte, Maveric and NORFASYS. Grant Numbers: 140846, 128043 , 268277
- Ministry of Agriculture and Forestry of Finland
- 1998. Crop Evapotranspiration. Guidelines for Computing Crop Water Requirements. FAO Irrigation and Drainage Paper 56, Rome, Italy. , , , and .
- 2008. Reframing the climate change challenge in the light of post-2000 emission trends. Philos. Trans. R. Soc. Lond. A 366:3863–3882. and .
- 2013. Implication of crop model calibration strategies for assessing regional impacts of climate change in Europe. Agric. For. Meteorol. 170:32–46. , , , , , and .
- 2007. A climate change index: where climate change may be most prominent in the 21st century. Geophys. Res. Lett. 34:L01705. , , and .
- 2011. When could global warming reach 4°C? Philos. Trans. R. Soc. Lond. A 369:67–84. , , , , , and .
- 1998. User's guide for the WOFOST 7.1 crop growth simulation model and control center 1.5, Alterra, Wageningen, The Netherlands. , , , , and .
- 2009. Adapting to climate change in The Netherlands: an inventory of climate adaptation options and ranking of alternatives. Clim. Change 95:23–45. , , , , , , et al.
- 1996. Estimating regional crop potential in Finland under a changing climate. Agric. For. Meteorol. 79:301–313. and .
- 1996. Assessing the risks and uncertainties of regional crop potential under a changing climate in Finland. Agric. Food Sci. Finland 5:329–350. , , and .
- 2011. Agriculture: forecasting food. Nat. Clim. Change 1:103–104.
- 2011. The ERA-Interim reanalysis: configuration and performance of the data assimilation system. Quart. J. R. Meteorol. Soc. 137:553–597. , , , , , , et al.
- 1989. WOFOST: a simulation model of crop production. Soil Use Manag. 5:16–24. , , and .
- 2012. Assessing agriculture vunerabilities for the design of effective measures for adaption to climate change (AVEMAC Project). Joint Research Centre, Italy, Pp. 176. , , , , , , et al.
- 2003. Response diversity, ecosystem change, and resilience. Front. Ecol. Environ. 1:488–494. , , , , , , et al.
- 2011. Scale changes and model linking methods for integrated assessment of agri-environmental systems. Agric. Ecosyst. Environ. 142:6–17. , , , , , , et al.
- 2005. Socio-economic and climate change impacts on agriculture: an integrated assessment, 1990–2080. Philos. Trans. R. Soc. B 360:2067–2083. , , , and .
- 2012. Representing two centuries of past and future climate for assessing risks to biodiversity in Europe. Glob. Ecol. Biogeogr. 21:19–35. , , and .
- 2010. Food security: the challenge of feeding 9 billion people. Science 327:812–818. , , , , , , et al.
- 2013. Ensemble modelling of climate change risks and opportunities for managed grasslands in France. Agric. For. Meteorol. 170:114–131. , , , and .
- 2012. Sensitivity of barley varieties to weather in Finland. J. Agric. Sci. 150:145–160. , , , , , and .
- 1996. Effects of climate change on Europe-wide winter wheat and sunflower productivity. Clim. Res. 7:225–241. and .
- 2013. Cultivar diversity has great potential to increase yield of feed barley. Agron. Sustainable Dev. 33:519–530. , , , , , and .
- 2003. On approaches and applications of the Wageningen crop models. Eur. J. Agron. 18:201–234. , , , , , and .
- 2006. Viraliisten lajikekokeiden tulokset 1999–2006 (Results of official variety trials 1999–2006), MTT:selvityksiä 132 (in Finnish and English language). MTT, Jokioinen, Finland. , , , , , , et al.
- 2010. On the use of statistical models to predict crop yield responses to climate change. Agric. For. Meteorol. 150:1443–1452. and .
- 2012. Scenarios of long-term farm structural change for application in climate change impact assessment. Landscape Ecol. 27:1–19. , , and .
- 2012. A physical, genetic and functional sequence assembly of the barley genome. Nature 491:711–717. , , , , , , et al.
- 2007. The WCRP CMIP3 multimodel dataset - A new era in climate change research. Bull. Am. Meteorol. Soc. 88:1383–1394. , , , , , , et al.
- 2005. A climatic stratification of Europe. Glob. Ecol. Biogeogr. 14:549–563. , , , , and .
- 2004. A comprehensive set of high-resolution grids of monthly climate for Europe and the globe: the observed record (1901–2000) and 16 scenarios (2001–2100). Tyndall Centre Working Paper 55. Tyndall Centre, Norwich, UK. , , , , and .
- 2000. Emissions scenarios. A special report of working group III of the intergovernmental panel on climate change. Cambridge Univ. Press, Cambridge, U.K. , , , , , , et al.
- 2009. Climate change: impact on agriculture and costs of adaptation. Food Policy Report. International Food Policy Research Institute, Washington DC. , , , , , , et al.
- 2011. Impacts and adaptation of European crop production systems to climate change. Eur. J. Agron. 34:96–112. , , , , , , et al.
- 2013. Variation in the global-scale impacts of climate change on crop productivity due to climate model uncertainty and adaptation. Agric. For. Meteorol. 170:183–194. , , and .
- 2004. Effects of climate change on global food production under SRES emissions and socio-economic scenarios. Global Environ.Change 14:53–67. , , , , and .
- 2009. Are there indications of climate change induced increases in variability of major field crops in the northernmost European conditions? Agric. Food Sci. 18:206–222. , , and .
- 1999. Temperatures and the growth and development of wheat: a review. Eur. J. Agron. 10:23–36. and .
- 2012. A plant's perspective of extremes: terrestrial plant responses to changing climatic variability. Glob. Change Biol. 19:75–89. , , , , , , et al.
- 1998) Climate change and the global harvest: potential impacts of the greenhouse effect on agriculture. Oxford Univ. Press, New York, Pp. 336. and (
- 1994. Potential impact of climate change on world food supply. Nature 367:133–138. and .
- 2013. The Agricultural Model Intercomparison and Improvement Project (AgMIP): protocols and pilot studies. Agric. For. Meteorol. 170:166–182. , , , , , , et al.
- 1999. Climate change effects on plant growth, crop yield and livestock. Clim. Change 43:651–681. and .
- 2011a. What would happen to barley production in Finland if global warming exceeded 4°C? A model-based assessment. Eur. J. Agron. 35:205–214. , , , , , , et al.
- 2011b. Crop-climate models need an overhaul. Nat. Clim. Change 1:175–177. , , , and .
- 2012. Simulation of spring barley yield in different climatic zones of Northern and Central Europe. A comparison of nine crop models. Field Crops Res. 133:23–36. , , , , , , et al.
- 2010. State-of-the-art with regional climate models. WIREs Clim. Change 1:82–96.
- 2011. Projected changes in thermal seasons and the growing season in Finland. Int. J. Climatol. 31:1473–1487. , , and .
- 2009. Identifying target traits and molecular mechanisms for wheat breeding under a changing climate. J. Exp. Bot. 60:2791–2804. and .
- 2012. Selection of climate change scenario data for impact modeling. Food Addit. Contam. Part A 29:1502–1513. , , , , and .
- 2010. Synergies between the mitigation of, and adaptation to, climate change in agriculture. J. Agric. Sci. 148:543–552. and .
- 2013. Global hot-spots of heat stress on agricultural crops due to climate change. Agric. For. Meteorol. 170:206–215. , , , , and .
- 2011. Agroclimatic conditions in Europe under climate change. Glob. Change Biol. 17:2298–2318. , , , , , , et al.
- 2005. The ERA-40 re-analysis. Quart. J. R. Meteorol. Soc. 131:2961–3012. , , , , , , et al.
- 2005. A basic Finnish climate data set 1961–2000-description and illustration. Finnish Meteorological Institute Reports 5. Finnish Meteorological Institute, Helsinki, Finland, Pp. 27. , , , and .
- 2011. Methodologies for simulating impacts of climate change on crop production. Field Crops Res. 124:357–368. , , , and .
- 2010. Growing season precipitation in Finland under recent and projected climate. Nat. Hazards Earth Syst. Sci. 10:1563–1574. , , , , , , et al.