Qian Jinxia, Guo Jianpin. Regression models of winter wheat yield components in Zhengzhou area. J Appl Meteor Sci, 2012, 23(4): 500-504.
Citation: Qian Jinxia, Guo Jianpin. Regression models of winter wheat yield components in Zhengzhou area. J Appl Meteor Sci, 2012, 23(4): 500-504.

Regression Models of Winter Wheat Yield Components in Zhengzhou Area

  • Received Date: 2012-02-21
  • Rev Recd Date: 2012-06-04
  • Publish Date: 2012-08-31
  • Winter wheat yield prediction plays an important role in ordinary meteorological service and its accuracy is associated with forecasting techniques. It's one of main techniques analyzing relationship of yield components to meteorological elements and then establishing regression model about yield components.Winter wheat yield in Zhengzhou Area is studied based on the date of winter wheat growth stage, 1000-grain weight, spike grain number and the daily meteorological data at Zhengzhou Agro-meteorological Experimental Station from 1980 to 2006. By calculating the impact indexes of light, temperature and precipitation, the relationship between these indexes and 1000-grain weight, spike grain number are analyzed, and key factors are selected by analyzing the change of correlation coefficient to establish the prediction model of 1000-grain weight and spike grain number. The result indicates that 1000-grain weight shows a positive relationship and a negative relationship with the average temperature from the 15th day to 19th day and from the 29th day to 33rd day during the heading stage, respectively. At the same time, the average sunlight hour from the 9th day to 13th day shows a negative effect. To gain a high 1000-grain weight, the mean temperature is supposed to be between 18.8℃ and 22.8℃, and the highest temperature doesn't exceed 29.5℃. The average temperature from the 21st day to 25th day during the reviving stage shows a positive effect obviously for spike grain number. By analyzing the relationship between yield components and climatic elements respectively, the estimate of 1000-grain weight and spike grain number are possible in advance.
  • Fig. 1  The change of correlation coefficient between the 1000-grain weight and climatic element index

    Fig. 2  The change of correlation coefficient between spike grain number and the climatic element index

    Table  1  T0, T1 and T2 value during main growth stage of winter wheat (unit:℃)

    发育期 T0 T1 T2
    返青—拔节期 14 3 30
    拔节—抽穗期 16 10 33
    抽穗—成熟期 20 12 33
    DownLoad: Download CSV
  • [1]
    王培娟, 张佳华, 谢东辉, 等. A2和B2情景下冀鲁豫冬小麦气象产量估算.应用气象学报, 2011, 22 (5):549-557. doi:  10.11898/1001-7313.20110504
    [2]
    王叔同, 张荣霞, 张敏.基于长时段非线性影响分析的冬小麦产量预报.应用气象学报, 2000, 11(3):377-382. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=20000355&flag=1
    [3]
    王石立, 王馥棠.指数平滑法在产量趋势预报中应用的探讨.应用气象学报, 1989, 4(2): 327-332. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=19890227&flag=1
    [4]
    龚绍先.粮食作物与气象.北京:北京农业大学出版社, 1988:31-39;64-72.
    [5]
    孙本普, 王勇, 李秀云, 等.气候条件对冬小麦穗粒数的影响研究.中国生态农业学报, 2004, 12(3):137-139. http://www.cnki.com.cn/Article/CJFDTOTAL-ZGTN200403039.htm
    [6]
    张德奇, 季书勤, 王汉芳, 等.氮肥运筹对小麦群体变化、穗粒数分布及产量的影响.中国农学通报, 2011, 27(21):49-52. http://www.cnki.com.cn/Article/CJFDTOTAL-ZNTB201121011.htm
    [7]
    崔金梅, 梁金城, 朱旭彤.影响小麦粒重因素的研究.中国农业气象, 1980, 1(1):29-36. http://www.cnki.com.cn/Article/CJFDTOTAL-NNXB197803005.htm
    [8]
    Wiegand C L, Cuellar J A. Duration of grain filling and kernel weight of wheat as affected by temperature. Crop Sci, 1981, 21:95-101. doi:  10.2135/cropsci1981.0011183X001100010027x
    [9]
    郭建平, 田志会, 张涓涓.东北地区玉米热量指数的预测模型研究.应用气象学报, 2003, 14(5):626-633. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=20030577&flag=1
    [10]
    魏瑞江, 宋迎波, 王鑫.基于气候适宜度的玉米产量动态预报方法.应用气象学报, 2009, 20(5):622-627. doi:  10.11898/1001-7313.20090514
    [11]
    任玉玉, 千怀遂.河南省棉花气候适宜度变化趋势分析.应用气象学报, 2006, 17(1):87-93. doi:  10.11898/1001-7313.20060115
    [12]
    马兴祥, 邓振镛, 李栋梁, 等.甘肃省春小麦生态气候适宜度在适生种植区划中的应用.应用气象学报, 2005, 16(6):820-827. doi:  10.11898/1001-7313.20050607
    [13]
    代立芹, 李春强, 魏瑞江, 等.河北省冬小麦气候适宜度及其时空变化特征分析.中国农业气象, 2011, 32(3):399-406. http://www.cnki.com.cn/Article/CJFDTOTAL-ZGNY201103014.htm
    [14]
    黄璜.中国红黄壤地区作物生产的气候生态适应性研究.自然资源学报, 1996, 11(4):340-345. doi:  10.11849/zrzyxb.1996.04.007
    [15]
    千怀遂, 魏东岚.气候对河南省小麦产量的影响及其变化研究.自然资源学报, 2000, 15(2):149-154. doi:  10.11849/zrzyxb.2000.02.011
  • 加载中
  • -->

Catalog

    Figures(2)  / Tables(1)

    Article views (5003) PDF downloads(1999) Cited by()
    • Received : 2012-02-21
    • Accepted : 2012-06-04
    • Published : 2012-08-31

    /

    DownLoad:  Full-Size Img  PowerPoint