雨水和潜在蒸散量是澳大利亚南部小麦和大麦产量的主要驱动因素:12 年国家品种试验的启示

E. Barrett-Lennard, Nicholas George, Mario D’Antuono, Karen W. Holmes, Phillip R. Ward
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摘要

背景 人们普遍认为水是限制雨水灌溉环境中一年生作物生长的最主要因素,但这一观点很少在次大陆范围内得到验证。目的 我们的研究旨在利用国家品种试验的数据,确定影响澳大利亚南部谷物产区小麦和大麦产量的关键环境和管理变量。方法 我们使用广义加法模型来确定气候和管理变量对小麦和大麦谷物产量的重要性。我们确定了最佳的一个、两个或三个变量及其相互作用的影响。主要结果 干旱指数(定义为累积降雨量与潜在蒸散量之比)是决定两种作物谷物产量的唯一最重要因素。将干旱指数分为节前成分和季节成分可进一步提高模型性能。有趣的是,其他可能会影响产量的变量,如氮肥和极端温度,其影响相对较小。对两个 6 年期间收集的数据进行比较后发现,随着时间的推移,产量有所提高,用水效率也有所提高,尤其是在较潮湿的环境中。结论 我们的研究结果表明了水供应对该地区谷物生产的重要性,并为通过使用现成的气候数据进行基准设定和产量预测提供了机会。意义 我们的研究加强了小麦和大麦栽培品种开发和农艺学研究目标中水利用效率和耐旱性等因素的重要性。研究还强调了国家品种试验数据作为了解谷物生产系统和气候适应性资源的潜力。进一步的工作可以探索更多变量和改进的天气数据的价值。
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Rain and potential evapotranspiration are the main drivers of yield for wheat and barley in southern Australia: insights from 12 years of National Variety Trials
Context Water is widely assumed to be the factor most limiting the growth of annual crops in rainfed environments, but this is rarely tested at sub-continental scale. Aims Our study aimed to determine the key environmental and management variables influencing the yield of wheat and barley in the grain-production regions of southern Australia, using data from National Variety Trials. Methods We used generalised additive models to determine the importance of climatic and management variables on wheat and barley grain yield. We determined the effects of the best one, two or three variables and their interactions. Key results The aridity index, defined as the ratio of cumulative rainfall to potential evapotranspiration, was the single strongest determinant of grain yield for both crops. Model performance was further improved by separating the aridity index into pre-seasonal and seasonal components. Interestingly, other variables that might be expected to influence yield, such as nitrogen fertilisation and extreme temperatures, had relatively minor effects. A comparison between data collected over two 6-year periods showed that there had been yield gains and increased water-use efficiency with time, especially in wetter environments. Conclusions Our findings illustrate the importance of water availability for grain production in this region and suggest opportunities for benchmarking and yield prediction through use of readily available climate data. Implications Our study reinforces the importance of factors such as water-use efficiency and drought tolerance as goals for cultivar development and agronomic research in wheat and barley. It also highlights the potential of National Variety Trial data as a resource for understanding grain production systems and climate resilience. Further work could explore the value of additional variables and improved weather data.
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