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中国农学通报 ›› 2013, Vol. 29 ›› Issue (33): 85-93.doi: 10.11924/j.issn.1000-6850.2012-3774

所属专题: 玉米

• 农学 农业基础科学 • 上一篇    下一篇

华北平原夏玉米生产潜力数值模拟及其自然正交分析

刘玲 刘建栋 邬定荣 王治海 邱美娟 姜朝阳 Yu Qiang   

  • 收稿日期:2012-11-21 修回日期:2013-01-25 出版日期:2013-11-25 发布日期:2013-11-25
  • 基金资助:
    中国气象局重点开放实验室基金项目;“十二五”国家科技支撑计划课题“重大农业气象灾害预测预警关键技术研究”

EOF Analysis of the Potential Yield Based on the Simulation Results of Summer Maize Growth

  • Received:2012-11-21 Revised:2013-01-25 Online:2013-11-25 Published:2013-11-25

摘要: 为了明确华北平原夏玉米区域生产潜力的气象要素影响层次,在中国科学院禹城综合试验站进行了夏玉米田间试验,利用Licor-6400便携式光合仪等对夏玉米生长过程进行了较为全面的生理生态参数测定,在此基础上对WOFOST模型进行了相应改进和系统验证,并利用验证后的WOFOST模型对华北平原42个站点1961—2006年夏玉米光温生产潜力和气候生产潜力进行了数值模拟,进行了生产力自然正交分解(EOF)分析。结果表明:模型可以较好地模拟夏玉米生长发育及干物质积累过程。华北平原光温生产潜力变化在7360~11370 kg/hm2之间,平均值为9384 kg/hm2,呈东北高西南低的趋势。光温生产潜力的EOF第一模态方差贡献超过总方差的1/3,前3个模态累计方差贡献达到总方差的62.5%。第一模态在区域上均为正值,具有较好的一致性。气候生产潜力变化在6160~10420 kg/hm2之间,平均值为7906 kg/hm2,与光温生产潜力的区域分布趋势类似,气候生产潜力的EOF前2个模态较为突出,其累计方差贡献可达总方差的1/3。该研究首次将作物数值模拟与EOF方法相结合,进一步揭示了气象要素对夏玉米生产潜力的影响层次关系,可为区域农业布局及决策提供一定的理论支持及实践指导。

关键词: 示范推广, 示范推广

Abstract: In order to verify the impact level of climatic factors on summer maize yield in the North China Plain (NCP), some ecological items, including development stage and dry matter accumulation processes, were measured with the field experiments on summer maize at the Yucheng Comprehensive Experimental Station, Chinese Academy of Sciences, located in the North China Plain. Based on the measurements, the crop growth model WOFOST was improved and calibrated. Then the model was used to simulate the potential and rainfed yield from 1961 to 2006 at 42 different stations distributed in the NCP. Results showed that: validation of the model indicated that the model was suitable for simulation of the summer maize growth in this region. Potential yield regionally increased from southwest to northeast ranging from 7360 kg/hm2 to 11370 kg/hm2, with an averaged yield of 9384 kg/hm2. Variance of the first mode contributed to more than 1/3 of the total variance value, and the accumulated variance contributions of the first three modes was as high as 62.5%. Value of the first mode was positive in the whole area, indicating a good uniformity regionally. Rainfed yield ranged from 6160 kg/hm2 to 10420 kg/hm2, with an averaged yield of 7906 kg/hm2, also regionally increasing from southwest to northeast. Accounting for as high as about 1/3 of total variance contributions, the first two EOF modes are obviously greater than those of the rest. By combining crop model simulation with EOF method, for the first time, this research revealed the impact degree of different climatic factors on summer maize yield in different regions of the NCP, based on which theoretical support and practical guide can be given out for the regional agricultural layouts.

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