生长度日
农业
降水
气候变化
种植
作物
灌溉
复种
农业生态学
环境科学
面板数据
生产力
农业经济学
弹簧(装置)
农学
中国
种植制度
索引(排版)
地理
全球变暖
主食
农业生产力
全球变暖的影响
农林复合经营
作物产量
自然地理学
生长季节
作物多样性
叶面积指数
气候学
气候模式
作者
Chujie Liu,Xiaoyun Li,Jordan Chamberlin,Liangzhi You
摘要
ABSTRACT Climate change is reshaping agricultural production, with adjustments in crop structure serving as a vital climate adaptation strategy. Drawing on county‐level agricultural data (1985–2019) and climate data (1965–2019), this study employs a panel fixed effects model to assess the impacts of climate change on the area shares of wheat, maize, and rice in Northern China, as well as their implications for grain production. The results reveal heterogeneous crop‐specific responses. The growing degree days (GDDs) is positively associated with maize area—with each 10°C·day increase in GDD associated with an approximately 0.24% rise in maize area share—while having a significantly negative effect on wheat. These effects are more pronounced in colder regions and in a single‐cropping system, reflecting agroecological heterogeneity. On the other hand, increased precipitation is associated with expansions in both wheat and maize area shares, with the effect being more evident for wheat. These climate‐driven adjustments in Northern China contributed to an estimated 1.42% increase in China's total grain output over the study period. Further mechanism analysis, using competing crops as a case, shows that the positive impact of GDD on spring maize productivity is notably greater than that for spring wheat, suggesting that higher GDD enhances the comparative advantage of maize, thereby expanding its area share while reducing that of spring wheat. We also find that increased precipitation is significantly associated with multiple cropping index (MCI) increases, offering an additional adjustment pathway. By incorporating socio‐economic factors into the analytical framework, our results indicate that improved irrigation capacity can effectively moderate the impacts of climate change on cropping patterns—by mitigating the negative effect of GDD on area shares of wheat and rice, and strengthening the positive effect of GDD on maize. Additionally, the adverse impact of GDD on wheat is substantially weaker in major grain‐producing counties compared with nonmajor ones. These findings enhance our understanding of how staple crop structure in Northern China responds to climate change and the attendant implications for food security. Our analysis can help policymakers to formulate more targeted adaptation strategies that optimize land use and sustain stable grain production.
科研通智能强力驱动
Strongly Powered by AbleSci AI