Zhang Yi, Zhao Yanxia
State Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences, Beijing, China.
Shanghai Institute of Meteorological Sciences, Shanghai, China.
PLoS One. 2017 May 1;12(5):e0176766. doi: 10.1371/journal.pone.0176766. eCollection 2017.
The use of modern crop varieties is a dominant method of obtaining high yields in crop production. Efforts to identify suitable varieties, with characteristics that would increase crop yield under future climate conditions, remain essential to developing sustainable agriculture and food security. This work aims to evaluate potential genotypic adaptations (i.e., using varieties with increased ability to produce desirable grain numbers under high temperatures and with enhanced thermal time requirements during the grain-filling period) to cope with the negative impacts of climate change on maize yield. The contributions of different options were investigated at six sites in the North China Plain using the APSIM model and the outputs of 8 GCMs under RCP4.5 scenarios. It was found that without considering adaptation options, mean maize yield would decrease by 7~18% during 2010-2039 relative to 1976-2005. A large decrease in grain number relative to stabilized grain weight decreased maize yield under future climate scenarios. Using heat-tolerant varieties, maize yield could increase on average by 6% to 10%. Using later maturing varieties, e.g., enhanced thermal time requirements during the grain-filling period, maize yield could increase by 7% to 10%. The optimal adaptation options were site specific.
使用现代作物品种是作物生产中实现高产的主要方法。努力鉴定具有能在未来气候条件下提高作物产量特性的合适品种,对于发展可持续农业和粮食安全仍然至关重要。这项工作旨在评估潜在的基因型适应性(即使用在高温下具有增加产生理想粒数能力且在灌浆期具有增强热时间需求的品种),以应对气候变化对玉米产量的负面影响。利用APSIM模型以及RCP4.5情景下8个全球气候模型的输出结果,在中国华北平原的6个地点研究了不同选择的贡献。研究发现,在不考虑适应选择的情况下,相对于1976 - 2005年,2010 - 2039年期间玉米平均产量将下降7%至18%。在未来气候情景下,相对于稳定的粒重,粒数大幅减少导致玉米产量下降。使用耐热品种,玉米产量平均可提高6%至10%。使用晚熟品种,例如在灌浆期增强热时间需求,玉米产量可提高7%至10%。最佳适应选择因地点而异。