On the Changing Nature of Canadian Crop Yield Distributions

IF 1.2 4区 经济学 Q3 AGRICULTURAL ECONOMICS & POLICY Journal of Agricultural and Resource Economics Pub Date : 2020-01-01 DOI:10.22004/AG.ECON.302465
Horlick Ng, A. Ker
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引用次数: 3

Abstract

Feeding nine billion people by 2050, yield resiliency, climate change, and remaining economically competitive have received significant attention in the literature. Technological change in agriculture will largely dictate our ability to meet these challenges. Although there is significant literature on technological change in U.S. crop yields, very little has been done with Canadian yields. Moreover, the adoption and effect of various technologies and their interaction with climate tend to be crop-region specific. To this end, we model the changing nature of county-level yields for barley, canola, corn, oats, soybean and wheat in Canada. We use mixtures to allow and test for heterogeneous rates of technological change within the yield data generating process. While we tend to find increasing but heterogeneous rates of technological change, increasing and asymmetric yield volatility, and increasing absolute but decreasing relative yield resiliency, our results do differ across crops and exhibit spatial bifurcations within a crop. Using a standard attribution model, we find changing climate has differing effects across crops. We also consider the public funding implications for Canadian Business Risk Management programs.
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论加拿大作物产量分布的变化性质
到2050年养活90亿人口、产量弹性、气候变化和保持经济竞争力在文献中受到了极大的关注。农业技术变革将在很大程度上决定我们应对这些挑战的能力。虽然在美国作物产量的技术变化方面有大量的文献,但在加拿大产量方面的研究却很少。此外,各种技术的采用和影响及其与气候的相互作用往往是作物区域特有的。为此,我们模拟了加拿大大麦、油菜籽、玉米、燕麦、大豆和小麦的县级产量的变化性质。我们使用混合物来允许和测试产量数据生成过程中技术变化的异质速率。虽然我们倾向于发现技术变化的速度在增加但异质性,产量波动率在增加但不对称,绝对产量弹性在增加但相对产量弹性在减少,但我们的结果确实在不同作物之间存在差异,并且在作物内部表现出空间分岔。使用标准归因模型,我们发现气候变化对不同作物有不同的影响。我们还考虑了公共资金对加拿大商业风险管理项目的影响。
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来源期刊
Journal of Agricultural and Resource Economics
Journal of Agricultural and Resource Economics 社会科学-农业经济与政策
CiteScore
2.30
自引率
7.10%
发文量
0
审稿时长
>36 weeks
期刊介绍: The mission of the Journal of Agricultural and Resource Economics is to publish creative and scholarly economic studies in agriculture, natural resources, and related areas. Manuscripts dealing with the economics of food and agriculture, natural resources and the environment, human resources, and rural development issues are especially encouraged. The Journal provides a forum for topics of interest to those performing economic research as well as to those involved with economic policy and education. Submission of comments on articles previously published in the Journal is welcomed.
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