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Divergence of climate impacts on maize yield in Northeast China

机译:气候变化对东北地区玉米单产的影响

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摘要

Northeast China (NEC), the most productive maize growing area in China, has experienced pronounced climate change. However, the impacts of historical climate changes on maize production and their spatial variations remain uncertain. In this study, we used yield statistics at prefecture scale over the past three decades, along with contemporary climate data, to explore the yield-climate relationship and its spatial variations. At the regional scale, maximum and minimum temperature changes had opposite impacts on maize yield, which increased by 10.0 +/- 7.7% in response to a 1 degrees C increase in growing season mean daily minimum temperature (T-min), but decreased by 13.4 +/- 7.1% in response to a 1 degrees C increase in growing season mean daily maximum temperature (T-max). Variations in precipitation seemed to have small impacts on the maize yield variations (-0.9 +/- 5.2%/100 mm). However, these responses of maize yield to climate variations were subject to large spatial differences in terms of both the sign and the magnitude. similar to 30% of the prefectures showed a positive response of maize yield to rising T-max, which was in contrast to the negative response at the regional scale. Our results further indicate that the spatial variations in the yield response to climate change can be partly explained by variations in local climate conditions. The growing season mean temperature was significantly correlated with the response of maize yield to T-max (R= -0.67, P < 0.01), which changes from positive to negative when the growing season mean temperature exceeds 17.9 +/- 0.2 degrees C. Precipitation became the dominant climatic factor driving maize yield variations when growing season precipitation was lower than similar to 400 mm, but had a weaker influence than temperature over most of the study area. We conclude that, although NEC is a region spanning only more than one millions of kilometer squares, the divergence of the yield response to climatic variations highlights the need to analyze the yield-climate relationship at fine spatial scales
机译:东北(NEC)是中国玉米产量最高的产区,经历了明显的气候变化。但是,历史气候变化对玉米产量及其空间变化的影响仍然不确定。在这项研究中,我们使用了过去三十年来全州范围内的产量统计数据以及当代气候数据,来探讨产量与气候的关系及其空间变化。在区域范围内,最大和最小温度变化对玉米产量有相反的影响,响应于生长季节平均每日最低温度(T-min)每升高1摄氏度,玉米产量增加10.0 +/- 7.7%,但下降幅度最大。生长季节平均每日最高温度(T-max)升高1摄氏度,则响应值为13.4 +/- 7.1%。降水量的变化似乎对玉米单产的变化影响很小(-0.9 +/- 5.2%/ 100 mm)。但是,这些玉米单产对气候变化的响应在符号和大小方面都存在较大的空间差异。与30%的州相似,玉米产量对T-max的上升有积极的反应,这与区域规模的负面反应相反。我们的结果进一步表明,产量对气候变化响应的空间变化可以部分由当地气候条件的变化来解释。生长季平均温度与玉米产量对T-max的响应显着相关(R = -0.67,P <0.01),当生长季平均温度超过17.9 +/- 0.2摄氏度时,其从正向变为负。当生长季节的降水量低于400 mm时,降水成为驱动玉米产量变化的主要气候因素,但在大多数研究区域中,降水量的影响均小于温度。我们得出的结论是,尽管NEC是一个仅跨越一百万平方公里的区域,但产量对气候变化的响应差异表明,有必要在精细的空间尺度上分析产量与气候的关系。

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