Multidimensional time series analysis on tree growth

Abstract

Abstract: By the analysis of multidimensional time series, five important climatic factors were used as control factors in CARmodel to forecast the diameter growth of Chinese fir. This model could predict the diameter growth of Chinese fir one year in advance, and the accuracy of forecasting results was quite high. This method may be regarded as a new way for predicting tree growth.

Key words: CAR model, Growth process, chrysanthemum, Alternaria alternate, cell membrane permeability, toxin, proline.

Wu Chengzhen, Hong Wei . Multidimensional time series analysis on tree growth[J]. Chinese Journal of Applied Ecology, 1999, 10(4): 395-398.

References

1 王振中、林孔勋、范怀忠．1990．小白菜花叶病时间序列分析预测法．植物保护学报,19(3):269～273.

2 云南林学院主编．1979．气象学.北京:农业出版社.

3 邓自立．1992．动态系统分析及其应用．沈阳:辽宁科学技术出版社.76～191.

4 兰斌．1990．地位指数时间序列建模及其应用研究．福建林学院学报,10(2):146～151.

5 李鸿杰．1993．土壤水、盐、入渗变异特性及其相互关系的空间序列分析．土壤学报,30(1):60～68.

6 周立阳．1995．多维时间序列分析在稻纵卷叶螟长期预测预报上的应用．植物保护学报,22(1):1～6.

7 张荷观．1986．时间序列的ARIMA模型在预测树木生长量中的应用．林业科学,22(1):94～100.

8 邱学清、江希钿．1989．AR(P) 模型在预测黑荆树林分月总生长量中的应用．福建林学院学报,9(1):43～49.

9 余新晓．1990．降雨侵蚀力指数的时间序列分析．北京林业大学学报,12(2):55～62.

10 张素芬、屠乃斌．1992．油松毛虫种群动态的ARMA(P,q)模型．北京林业大学学报,14(1):93～97.

11 张明芝、汪寅虎、柯福源．1990．有机肥施用量预测研究．土壤通报,21(4):185～188.

12 吴敬、洪伟．1983．杉木气候学研究．气象科技,(3):47～54.

13 袁嘉祖．1992．灰色系统及其应用．北京:科学出版社.81～83.

14 姚晓红．1990．林分生长数据的时间分析探讨．北京林业大学学报,12(4):10～16.

15 洪伟、林思祖编著．1993．计量林学研究．成都:电子科技大学出版社.175～178.

16 程极益．1992．作物病虫害数理统计预报．北京:农业出版社.75～182.

17 G.W.Cox. 1979．普通生态学实验手册.北京:科学出版社.

18 Box,G.E.P. 1970．Time series analysis:Forcasting and control. Holden-Day, San Francisco,USA．

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