Impact of climate change under the RCP8.5 emission scenario on multivariable agroclimatic indices in Western Canada from convection-permitting climate simulation

IF 3.3 2区 地球科学 Q2 ENVIRONMENTAL SCIENCES Anthropocene Pub Date : 2023-10-06 DOI:10.1016/j.ancene.2023.100408
Richard Y.K. Agyeman , Fei Huo , Zhenhua Li , Yanping Li , Mohamed E. Elshamy , Yunsung Hwang
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Abstract

Climate change will impact crop production in Western Canada by modifying growing season conditions. Precipitation pattern changes and warmer temperatures will pose significant risks to crops. Studies have shown that multivariable agroclimatic indices can enhance climatic impact assessment on crop production. This study uses multivariable agroclimatic indices to assess how climate change may impact crop production in western Canada by the end of the 21st century. We use convection-permitting regional climate simulations for the current (CTL) and future climate under the Representative Concentration Pathway 8.5 scenario (RCP8.5) scenario based on the pseudo-global warming (PGW) approach to assess the impact of the climate on growing season indices. CTL and PGW are bias-corrected to the Global Environmental Multiscale (GEM) Canadian Precipitation Analysis (CaPA) (GEM-CaPA) dataset using the multivariate quantile mapping method. Our study analyses Effective Precipitation (Pe), Temperature Humidity Index (THI), and Precipitation Intensity Index (PII) at seasonal and sub-seasonal scales as they apply to cool-season crops. The CTL simulation shows a good performance in reproducing the spatial patterns and the temporal variability of the selected indices in western Canada. Results show that precipitation (Effective Precipitation) will decrease by over 60 mm (40 mm), rainy days will decrease by up to 10 days, and precipitation intensities will increase across western Canada. Warming will lead to THI unit increases of about 3.5 (>5) in the prairies (northeastern parts of western Canada in June). This study’s findings can be useful in generating appropriate information to inform policy on adaptation for sustainable crop production by the end of the 21st century.

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基于对流允许气候模拟的RCP8.5排放情景下气候变化对加拿大西部多变量农业气候指数的影响
气候变化将通过改变生长季节条件来影响加拿大西部的作物生产。降水模式的变化和气温的升高将给农作物带来重大风险。研究表明,多变量农业气候指数可以增强气候对作物生产的影响评价。本研究使用多变量农业气候指数来评估气候变化在21世纪末如何影响加拿大西部的作物生产。基于伪全球变暖(PGW)方法,采用允许对流的区域气候模拟方法对代表性浓度路径8.5情景(RCP8.5)下的当前(CTL)和未来气候进行了评估,以评估气候对生长季节指数的影响。利用多元分位数映射方法对全球环境多尺度(GEM)加拿大降水分析(CaPA) (GEM-CaPA)数据集进行了CTL和PGW的偏置校正。本研究分析了适用于冷季作物的有效降水量(Pe)、温度湿度指数(THI)和降水强度指数(PII)在季节和亚季节尺度上的变化。CTL模拟在再现加拿大西部地区所选指数的空间格局和时间变异性方面表现良好。结果表明:加拿大西部降水(有效降水)将减少40 mm以上,降雨日数将减少10天以上,降水强度将增加。气候变暖将导致草原地区(6月份加拿大西部东北部)THI单位增加约3.5 (>5)。这项研究的结果可用于产生适当的信息,为21世纪末可持续作物生产的适应政策提供信息。
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来源期刊
Anthropocene
Anthropocene Earth and Planetary Sciences-Earth and Planetary Sciences (miscellaneous)
CiteScore
6.30
自引率
0.00%
发文量
27
审稿时长
102 days
期刊介绍: Anthropocene is an interdisciplinary journal that publishes peer-reviewed works addressing the nature, scale, and extent of interactions that people have with Earth processes and systems. The scope of the journal includes the significance of human activities in altering Earth’s landscapes, oceans, the atmosphere, cryosphere, and ecosystems over a range of time and space scales - from global phenomena over geologic eras to single isolated events - including the linkages, couplings, and feedbacks among physical, chemical, and biological components of Earth systems. The journal also addresses how such alterations can have profound effects on, and implications for, human society. As the scale and pace of human interactions with Earth systems have intensified in recent decades, understanding human-induced alterations in the past and present is critical to our ability to anticipate, mitigate, and adapt to changes in the future. The journal aims to provide a venue to focus research findings, discussions, and debates toward advancing predictive understanding of human interactions with Earth systems - one of the grand challenges of our time.
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