在新的 CMIP6 气候模拟集合中,气候变化对西非作物产量的负面影响较小

Benjamin Sultan, Aicha Ilmi Ahmed, Babacar Faye, Y. Tramblay
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引用次数: 0

摘要

粮食不安全是气候变化给非洲带来的最大风险之一,非洲90%至95%的粮食生产是雨养的,很大一部分人口已经面临长期饥饿和营养不良。尽管有几项研究已经发现了气候变化情景下未来作物产量损失的有力证据,但在作物和地区之间存在很大差异,而且建模存在很大的不确定性。这种不确定性在很大程度上源于气候预估,因为气候模式在模拟未来降水和温度变化方面可能有所不同,这可能导致不同的未来作物生产情景。本研究利用耦合模式比对项目第5期(CMIP5)和耦合模式比对项目第6期(CMIP6)新一代气候模式的气候变化预估结果,研究了气候变化对西非玉米、小米和高粱作物产量的影响。我们使用SIMPLACE作物建模框架来模拟历史和未来的作物产量,并使用bootstrap技术来评估CMIP5和CMIP6组合之间作物生产力的预测变化。利用新一代气候模式CMIP6,我们发现CMIP5模拟的作物产量负预估大大降低,当作物模式中考虑大气CO2浓度的影响时,作物产量甚至大幅增加。CMIP5和CMIP6模拟对作物产量影响的差异主要是由于西非温度和降水的不同气候预估所致;到本世纪中叶,CMIP6预估将显著变湿和变冷,到本世纪末将在较小程度上变湿和变冷。这些结果突出了在评估该地区气候变化影响方面仍然存在很大的不确定性,以及最终用户因此难以预测适应战略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Less negative impacts of climate change on crop yields in West Africa in the new CMIP6 climate simulations ensemble
Food insecurity is among one of the greatest risks posed by climate change in Africa, where 90 to 95% of African food production is rainfed and a large proportion of the population already faces chronic hunger and malnutrition. Although, several studies have found robust evidence of future crop yield losses under climate change scenarios, there is wide variation among crops and regions as well as large modeling uncertainties. A large part of this uncertainty stems from climate projections, as climate models may differ in simulating future changes in precipitation and temperature, which could lead to different future crop production scenarios. This work examines the impacts of climate change on crop yields of maize, millet and sorghum in West Africa using climate change projections from the Coupled Model Intercomparison Project 5th Phase (CMIP5) and from the new generation of climate models from the Coupled Model Intercomparison Project 6th Phase (CMIP6). We use the SIMPLACE crop modeling framework to simulate historical and future crop yields, and bootstrap techniques to evaluate projected changes in crop productivity between the CMIP5 and CMIP6 ensembles. Using the new generation of climate models CMIP6, we find that the negative crop yield projections shown by CMIP5 simulations are largely reduced, with even large increases in crop yields when the effect of atmospheric CO2 concentration is considered in the crop model. These differences in crop yield impacts between the CMIP5 and CMIP6 simulations are mainly due to different climate projections of temperature and precipitation in West Africa; CMIP6 projections being significantly wetter and cooler by mid-century and to a lesser extent by the end of the century. Such results highlight the large uncertainties that remain in assessing the impacts of climate change in the region and the consequent difficulty for end-users to anticipate adaptation strategies.
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