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How will East African maize yields respond to climate change and can agricultural development mitigate this response?

机译:东非玉米产量如何应对气候变化,农业发展可以减轻这种回应吗?

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摘要

We analyze the response of Kenyan maize yields to near-term climate change and explore potential mitigation options. We model county level yields as a function of rainfall and temperature during a period of increased regional warming and drying (1989-2008). We then do a counter factual analysis by comparing existing maize yields from 2000 to 2008 to what yields might have been if observed warming and drying trends had not occurred. We also examine maize yields based on projected 2026-2040 climate trends. Without the observed warming and drying trends, Eastern Kenya would have had an 8% increase in maize yields, which in turn would have led to a net production increase of 500,000 metric tons. In Western Kenya, the magnitude of change is higher but the relative changes in predicted values are smaller. If warming and drying trends continue, we expect future maize yields to decline by 11% in Eastern Kenya (vs. 7% in Western Kenya). We also examine whether these future losses might be offset through agricultural development. For that analysis, we use a household panel dataset (2000, 2005) with measurements of individual farm plot yields, inputs, and outputs. We find that under a scenario of aggressive adoption of hybrid seeds and fertilizer usage coupled with warming and drying trends, yields in Western Kenya might increase by 6% while those in Eastern Kenya could increase by 14%. This increase in yields might be larger if there is a corresponding increase in usage of drought-tolerant hybrids. However, wide prediction intervals across models highlight the uncertainty in these outcomes and scenarios.
机译:我们分析了肯尼亚玉米产量对近期气候变化的影响,探索潜在的缓解方案。我们模型县级产量作为降雨和温度的函数,在内的区域变暖和干燥期间(1989-2008)。然后,我们通过将2000年至2008年的现有玉米产量与2008年从2000年的现有玉米产量进行比较来进行抵押事实分析,如果没有发生观察到的变暖和干燥趋势,可能已经存在。我们还根据预计的2026-2040气候趋势检查玉米产量。如果没有观察到的变暖和干燥趋势,肯尼亚东部的玉米产量将增加8%,这反过来导致净产量增加了50万公吨。在肯尼亚西部,变化的程度更高,但预测值的相对变化较小。如果变暖和干燥趋势继续,我们希望未来玉米在肯尼亚东部的11%率下降11%(在肯尼亚西部5%)。我们还研究了这些未来的损失是否可能通过农业发展抵消。对于该分析,我们使用家庭面板数据集(2000,2005)进行各个农场绘图产量,输入和输出的测量。我们发现,根据杂种种子和肥料使用加上加热和干燥趋势的侵略性采用的场景,肯尼亚西部的产量可能会增加6%,而东肯尼亚则可能增加14%。如果存在耐旱杂种的使用相应增加,则产率的增加可能更大。然而,模型的广泛预测间隔突出了这些结果和场景中的不确定性。

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  • 来源
    《Climatic Change》 |2018年第4期|共16页
  • 作者单位

    Univ Calif Santa Barbara Dept Geog Climate Hazards Ctr Santa Barbara CA 93106 USA;

    Univ Calif Santa Barbara Dept Geog Climate Hazards Ctr US Geol Survey Earth Resources Observat &

    Sci Ctr Santa Barbara CA 93106 USA;

    Univ Calif Santa Barbara Dept Geog Climate Hazards Ctr Santa Barbara &

    Famine Early Warning Syst Network Santa Barbara CA 93106 USA;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 大气科学(气象学);
  • 关键词

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