The potential impact of the rise in atmospheric CO2 concentration and associated climatic change on agricultural productivity needs assessment. Projecting crop yield changes under climate change requires future climate scenarios as input to crop yield models. It is widely accepted that downscaling of climate data is required to bridge the gap between large-scale global climate models (GCMs) and climate change impact models, such as crop growth models. Regional climate models (RCMs) are often used to dynamically downscale GCM simulations to smaller regional scales, while statistical methods, such as regression-based transfer functions and stochastic weather generators, are also widely employed to develop future climate scenarios for this purpose. The methods used in developing future climate scenarios often contribute to uncertainties in the projected impacts of climate change, in addition to those associated with GCMs and forcing scenarios. We employed climate scenarios from the state-of-the-art RCMs in the North American Regional Climate Change Assessment Program (NARCCAP), along with climate scenarios generated by a stochastic weather generator based on climate change simulations performed by their driving GCMs, to drive the CERES-Wheat model in DSSAT to project changes in spring wheat yield on the Canadian Prairies. The future time horizon of 2041-2070 and the baseline period of 1971-2000 were considered. The projected changes showed an average increase ranging from 26 to 37 % of the baseline yield when the effects of the elevated CO2 concentration were simulated, but only up to 15 % if the elevated CO2 effect was excluded. In addition to their potential use in climate change impact assessment, the results also demonstrated that the simulated crop yield changes were fairly consistent whether future climate scenarios were derived from RCMs or they were generated by a stochastic weather generator based on the simulated climate change from the GCMs that were used to drive the RCMs, in this case, when they were compared for regional averages.
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Univ Saskatchewan, Global Inst Water Secur, Saskatoon, SK, CanadaUniv Saskatchewan, Global Inst Water Secur, Saskatoon, SK, Canada
Li, Zhenhua
Armstrong, Llwellyn M.
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Ducks Unlimited Canada, Inst Wetland & Waterfowl Res, Stonewall, MB, CanadaUniv Saskatchewan, Global Inst Water Secur, Saskatoon, SK, Canada
Armstrong, Llwellyn M.
Bell, Tom W.
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Univ Calif Santa Barbara, Earth Res Inst, Santa Barbara, CA 93106 USA
Woods Hole Oceanog Inst, Dept Appl Ocean Phys & Engn, Woods Hole, MA 02543 USAUniv Saskatchewan, Global Inst Water Secur, Saskatoon, SK, Canada
Bell, Tom W.
Li, Yanping
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Univ Saskatchewan, Global Inst Water Secur, Saskatoon, SK, Canada
Univ Saskatchewan, Sch Environm & Sustainabil, Saskatoon, SK, CanadaUniv Saskatchewan, Global Inst Water Secur, Saskatoon, SK, Canada
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Agr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, CanadaAgr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, Canada
Jing, Qi
McConkey, Brian
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Agr & Agri Food Canada, Swift Current Res & Dev Ctr, Swift Current, SK S9H 3X2, CanadaAgr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, Canada
McConkey, Brian
Qian, Budong
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Agr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, CanadaAgr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, Canada
Qian, Budong
Smith, Ward
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Agr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, CanadaAgr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, Canada
Smith, Ward
Grant, Brian
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Agr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, CanadaAgr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, Canada
Grant, Brian
Shang, Jiali
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Agr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, CanadaAgr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, Canada
Shang, Jiali
Liu, Jiangui
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Agr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, CanadaAgr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, Canada
Liu, Jiangui
Bindraban, Prem
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IFDC, POB 2040, Muscle Shoals, AL 35662 USAAgr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, Canada
Bindraban, Prem
St Luce, Mervin
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Agr & Agri Food Canada, Swift Current Res & Dev Ctr, Swift Current, SK S9H 3X2, CanadaAgr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON K1A 0C6, Canada