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Evidence of crop production losses in West Africa due to historical global warming in two crop models

机译:两种作物模型的历史全球变暖导致西非作物生产损失证据

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Achieving food security goals in West Africa will depend on the capacity of the agricultural sector to feed the rapidly growing population and to moderate the adverse impacts of climate change. Indeed, a number of studies anticipate a reduction of the crop yield of the main staple food crops in the region in the coming decades due to global warming. Here, we found that crop production might have already been affected by climate change, with significant yield losses estimated in the historical past. We used a large ensemble of historical climate simulations derived from an atmospheric general circulation model and two process-based crop models, SARRA-H and CYGMA, to evaluate the effects of historical climate change on crop production in West Africa. We generated two ensembles of 100 historical simulations of yields of sorghum and millet corresponding to two climate conditions for each crop model. One ensemble is based on a realistic simulation of the actual climate, while the other is based on a climate simulation that does not account for human influences on climate systems (that is, the non-warming counterfactual climate condition). We found that the last simulated decade, 2000-2009, is approximately 1?°C warmer in West Africa in the ensemble accounting for human influences on climate, with more frequent heat and rainfall extremes. These altered climate conditions have led to regional average yield reductions of 10-20% for millet and 5-15% for sorghum in the two crop models. We found that the average annual production losses across West Africa in 2000-2009 associated with historical climate change, relative to a non-warming counterfactual condition (that is, pre-industrial climate), accounted for 2.33-4.02 billion USD for millet and 0.73-2.17 billion USD for sorghum. The estimates of production losses presented here can be a basis for the loss and damage associated with climate change to date and useful in estimating the costs of the adaptation of crop production systems in the region.
机译:在西非实现粮食安全目标将取决于农业部门的能力,以养活迅速增长的人口,并适中气候变化的不利影响。实际上,由于全球变暖,许多研究预期未来几十年来降低该地区主要主食粮食作物的作物产量。在这里,我们发现农作物生产可能已经受到气候变化的影响,历史过去估计的显着收益率损失。我们使用了来自大气通用循环模型的历史气候模拟的大型集合,以及两种基于过程的作物模型,Sarra-H和Cygma,以评估历史气候变化对西非作物生产的影响。我们在对应于每个作物模型的两个气候条件的高粱和小米的历史仿真产量的两个历史模拟中产生了两种。一个集合是基于实际气候的现实模拟,而另一个是基于气候模拟,不考虑人类对气候系统的影响(即非温暖的反事实气候条件)。我们发现,在2000 - 2009年,2000 - 2009年的最后一个模拟十年,在西非在综合核算对气候影响的综合核算中大约是1?°C温暖,具有更频繁的热量和降雨。这些改变的气候条件导致小米的10-20%的区域平均产量减少和5-15%的两种作物模型中的高粱。我们发现,与历史气候变化有关的2000 - 2009年西非的平均年生产损失,相对于非温暖的反事条件(即产业前气候),占小米的2.33-40.2亿美元和0.73美元-217亿美元用于高粱。本文提出的生产损失估计可以是与迄今为止与气候变化相关的损失和损害的基础,并有助于估算该地区作物生产系统的适应成本。

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