Institute of Horticultural Production Systems, Leibniz University Hannover, Hannover, Germany.
Next-Generation Horticultural Systems, Leibniz-Institute of Vegetable and Ornamental Crops, Grossbeeren, Germany.
Glob Chang Biol. 2020 Jun;26(6):3601-3626. doi: 10.1111/gcb.15073. Epub 2020 Apr 17.
Yield development of agricultural crops over time is not merely the result of genetic and agronomic factors, but also the outcome of a complex interaction between climatic and site-specific soil conditions. However, the influence of past climatic changes on yield trends remains unclear, particularly under consideration of different soil conditions. In this study, we determine the effects of single agrometeorological factors on the evolution of German winter wheat yields between 1958 and 2015 from 298 published nitrogen (N)-fertilization experiments. For this purpose, we separate climatic from genetic and agronomic yield effects using linear mixed effect models and estimate the climatic influence based on a coefficient of determination for these models. We found earlier occurrence of wheat growth stages, and shortened development phases except for the phase of stem elongation. Agrometeorological factors are defined as climate covariates related to the growth of winter wheat. Our results indicate a general and strong effect of agroclimatic changes on yield development, in particular due to increasing mean temperatures and heat stress events during the grain-filling period. Except for heat stress days with more than 31°C, yields at sites with higher yield potential were less prone to adverse weather effects than at sites with lower yield potential. Our data furthermore reveal that a potential yield levelling, as found for many West-European countries, predominantly occurred at sites with relatively low yield potential and about one decade earlier (mid-1980s) compared to averaged yield data for the whole of Germany. Interestingly, effects related to high precipitation events were less relevant than temperature-related effects and became relevant particularly during the vegetative growth phase. Overall, this study emphasizes the sensitivity of yield productivity to past climatic conditions, under consideration of regional differences, and underlines the necessity of finding adaptation strategies for food production under ongoing and expected climate change.
农业作物的产量随时间的发展不仅是遗传和农艺因素的结果,也是气候和特定地点土壤条件之间复杂相互作用的结果。然而,过去气候变化对产量趋势的影响仍不清楚,特别是在考虑不同土壤条件的情况下。在这项研究中,我们从 298 个已发表的氮肥(N)施肥实验中确定了 1958 年至 2015 年间单个农业气象因素对德国冬小麦产量演变的影响。为此,我们使用线性混合效应模型将气候因素与遗传和农艺产量效应分开,并根据这些模型的确定系数来估计气候因素的影响。我们发现小麦生长阶段的出现更早,除茎伸长阶段外,发育阶段也缩短了。农业气象因素被定义为与冬小麦生长相关的气候协变量。我们的研究结果表明,农业气候的变化对产量发展产生了普遍而强烈的影响,特别是由于在灌浆期平均温度升高和热应激事件增加。除了超过 31°C 的热应激天数外,在潜在产量较高的地区,产量对不利天气条件的敏感性低于潜在产量较低的地区。我们的数据还表明,与许多西欧国家一样,潜在产量水平的趋同主要发生在潜在产量相对较低的地区,而且比德国整个地区的平均产量数据早约十年(20 世纪 80 年代中期)。有趣的是,与高降水事件相关的效应不如与温度相关的效应重要,而且在营养生长阶段特别重要。总的来说,这项研究强调了考虑区域差异时,产量生产力对过去气候条件的敏感性,并强调了在持续和预期的气候变化下,为粮食生产寻找适应策略的必要性。