[Spatiotemporal variations and attribution analysis of reference evapotranspiration in the Fenwei Plain under climate change].

Q3 Environmental Science
Da-Xin Guo, Ao-Xiang Li, En-Ke Liu, Juan-Ling Wang
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引用次数: 0

Abstract

Reference crop evapotranspiration (ET0) is a crucial variable for estimating the ecological water demand of vegetation. Under climate change, the trends of ET0 change vary in different regions. The study of spatial and temporal variations in ET0 and attribution analysis at the regional scale is more conducive to the regional agricultural water management and ecological water demand estimation under the changing environment. We analyzed the change trend, spatial distribution and the contribution of meteorological factors to annual ET0 change of the Fenwei Plain during a historical period (1985-2015) and a future period (2030-2060) based on the latest climate data and high-precision grid data from the Sixth International Coupled Model Intercomparison Project (CMIP6). The results showed that the meteorological data from CMIP6 could be used for the prediction of ET0 after bias correction, and that the prediction accuracy of the multi-model ensemble approach (R2 of 82.9%, RMSE of 14.9 mm) was higher than that of a single climate model. ET0 in the Fenwei Plain showed a significant decreasing trend in the historical period, but a non-significant increasing and significant increasing trend in the future period under the SSP245 and SSP585 scenarios, respectively. The vapor pressure deficit had the largest contribution to the ET0 change in both the historical and future periods, and was the primary meteorological factor affecting the ET0 change in the Fenwei Plain under the climate change. Solar radiation and wind speed were important meteorological factors affecting the ET0 change in the historical period, while temperature and wind speed were the important meteorological factors affecting the ET0 change in the future period. The meteorological factors that had great contribution to ET0 change were due to the larger multi-year relative change rates, rather than the high sensitivity of these meteorological factors to ET0. The ET0 of the plain under the SSP245 and SSP585 scenarios increased by 4.2% and 3.1% in the future period, respectively, compared with the historical period. The differences in the spatial distribution of the result were mainly from the eastern and western regions of the plain. Based on the high-precision spatial and temporal distribution of ET0, the spatial and temporal data could be used as a reference for the development of various adaptation for climate change in the Fenwei Plain.

[气候变化下汾渭平原参考蒸散量的时空变化及归因分析]。
参考作物蒸散量(ET0)是估算植被生态需水量的关键变量。在气候变化的影响下,不同地区的 ET0 变化趋势各不相同。在区域尺度上研究 ET0 的时空变化并进行归因分析,更有利于变化环境下的区域农业用水管理和生态需水量估算。我们基于第六次国际耦合模式相互比较项目(CMIP6)的最新气候资料和高精度网格数据,分析了汾渭平原历史时期(1985-2015)和未来时期(2030-2060)ET0的变化趋势、空间分布和气象因子对年ET0变化的贡献。结果表明,CMIP6的气象数据经过偏差校正后可用于ET0的预测,多模式集合方法的预测精度(R2为82.9%,RMSE为14.9 mm)高于单一气候模式的预测精度。在SSP245和SSP585情景下,汾渭平原的ET0在历史时期呈显著下降趋势,但在未来时期分别呈不显著上升和显著上升趋势。水汽压差对历史时段和未来时段的 ET0 变化贡献最大,是气候变化下影响汾渭平原 ET0 变化的主要气象因子。太阳辐射和风速是历史时期影响 ET0 变化的重要气象因子,气温和风速是未来时期影响 ET0 变化的重要气象因子。对 ET0 变化贡献较大的气象因子是由于多年相对变化率较大,而不是这些气象因子对 ET0 的敏感性较高。与历史同期相比,SSP245 和 SSP585 情景下未来期间平原的 ET0 分别增加了 4.2% 和 3.1%。结果的空间分布差异主要来自平原的东部和西部地区。基于 ET0 的高精度时空分布,该时空数据可为汾渭平原开展各种气候变化适应工作提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
应用生态学报
应用生态学报 Environmental Science-Ecology
CiteScore
2.50
自引率
0.00%
发文量
11393
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