Markov Chain for Predicting of Annual Precipitation Based on Entropy Weight

被引:0
作者
Ma Zhanqing [1 ]
Xie Yongmei [1 ]
Wen Shuyao
机构
[1] Hangzhou Vocat & Tech Coll, Hangzhou 310018, Zhejiang, Peoples R China
来源
ADVANCES IN ENVIRONMENTAL SCIENCE AND ENGINEERING, PTS 1-6 | 2012年 / 518-523卷
关键词
entropy right; Markov chain; precipitation; prediction;
D O I
10.4028/www.scientific.net/AMR.518-523.4034
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Aimed at the feature of annual precipitation,this paper puts forward a predicting Markov chain method based on entropy weight. Data of precipitation in Hangzhou,from 1956 to 2009,was used as an example. The precipitation can be predicted year by year using the Markov chain models based on entropy weight. Hangzhou past 5 years the results of precipitation yearly basis,respectively: the absolute error of 73mm,27mm,-22mm,-17mm and 20mm;the relative error was 5.66%, 2.03%,-1.59%,-1.08% and 1.30%.The error value of smaller than +/-5% and +/-10% was 36.67% and 60.00% respectively in the 30 years of precipitation prediction. M-K test was applied for nearly 30 years of predicting results for time series analysis, the results show that the prediction data with the increase in prediction accuracy tends to gradually increase.
引用
收藏
页码:4034 / 4038
页数:5
相关论文
共 16 条
  • [1] Davis M. H. A., 1993, MARKOV MODELS OPTIMI
  • [2] JIN Xing-ping, 2005, YANGTZE RIVER, V36, P18
  • [3] LIAO Jian-rong, 1997, APPL FUZZY ANAL HYDR
  • [4] Lin Y., 2002, APPL STOCHASTIC PROC
  • [5] LIU H, 1996, SYSTEMS ENG THEORY P, V9, P19
  • [6] [刘燕 LIU Yan], 2006, [干旱区资源与环境, Journal of Arid Land Resources and Environment], V20, P85
  • [7] [LIU Yu 刘玉], 2008, [自然资源学报, Journal of Natural Resources], V23, P1088
  • [8] LU Wen-xi, 1999, SIMULATION OPTIMAL M
  • [9] MENG Qing-bin, 2008, J SHANDONG U, V38, P82
  • [10] Qiu W., 2021, PACKAGE POWERMEDIATI