Significant changes in global maize yield sensitivity to vapor pressure deficit during 1983–2010

IF 5.9 1区 农林科学 Q1 AGRONOMY Agricultural Water Management Pub Date : 2024-10-19 DOI:10.1016/j.agwat.2024.109107
Lubin Han , Guoyong Leng
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Abstract

Vapor pressure deficit (VPD) is a critical factor in crop growth, and low yields are often associated with high VPD. The adverse effects of VPD on crop yield have been well-documented; however, whether and where yield sensitivity to VPD (SVPD) changes over time across global cropping areas remain elusive. Based on the observed maize yield and VPD at the grid scale, the SVPD calculated using least-squares linear regression for 27.5 % and 25.9 % of the global maize-growing areas, respectively, showed a significant (p < 0.05) decreasing and increasing trend from 1983 to 2010. Spatially, a statistically negative trend in SVPD was found in southeastern Brazil, the central United States, most of Europe, and northeastern China, whereas a positive trend was observed in the eastern United States and northern China. In particular, negative SVPD was alleviated in 23.2 % of global maize areas, primarily in the northeastern United States and northern China, but was aggravated in 18.4 % of maize areas in the middle latitudes of the Northern Hemisphere. In addition, the sign of SVPD was reversed in 34.4 % of the global maize areas, notably in the central United States, northern China, and southern Brazil. The results of the random forest model show that shortwave radiation was identified as the primary co-varying factor that modulated the pattern of changing SVPD in about 26 % of the global maize area, followed by maximum temperature (24.3 %) and minimum relative humidity (21.5 %). By assessing the 14 process-based crop models, we found that their ensemble mean could reproduce the annual patterns of SVPD well but failed to capture its decadal change trends.
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1983-2010 年间全球玉米产量对蒸汽压力不足的敏感性发生显著变化
蒸气压差(VPD)是影响作物生长的一个关键因素,低产量往往与高蒸气压差有关。VPD 对作物产量的不利影响已得到充分证实;然而,全球各作物种植区的产量对 VPD 的敏感性(SVPD)是否会随着时间的推移而发生变化,以及在哪些方面会发生变化,仍然是个未知数。根据网格尺度上观测到的玉米产量和VPD,使用最小二乘法线性回归计算出的SVPD在1983年至2010年期间分别占全球玉米种植面积的27.5%和25.9%,呈现出显著(p <0.05)的下降和上升趋势。从空间上看,巴西东南部、美国中部、欧洲大部分地区和中国东北部的SVPD在统计学上呈负值趋势,而美国东部和中国北部则呈正值趋势。特别是,全球 23.2% 的玉米产区,主要是美国东北部和中国北部,SVPD 负值减轻,但北半球中纬度地区 18.4% 的玉米产区 SVPD 负值加重。此外,在全球 34.4% 的玉米种植区,SVPD 的符号发生了逆转,主要集中在美国中部、中国北部和巴西南部。随机森林模型的结果表明,短波辐射被认为是调节全球约 26% 玉米种植区 SVPD变化规律的主要共变因子,其次是最高气温(24.3%)和最低相对湿度(21.5%)。通过评估 14 个基于过程的作物模型,我们发现这些模型的集合平均值可以很好地再现 SVPD 的年度模式,但却无法捕捉其十年变化趋势。
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来源期刊
Agricultural Water Management
Agricultural Water Management 农林科学-农艺学
CiteScore
12.10
自引率
14.90%
发文量
648
审稿时长
4.9 months
期刊介绍: Agricultural Water Management publishes papers of international significance relating to the science, economics, and policy of agricultural water management. In all cases, manuscripts must address implications and provide insight regarding agricultural water management.
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