内江师范学院学报
內江師範學院學報
내강사범학원학보
JOURNAL OF NEIJIANG TEACHERS COLLEGE
2014年
10期
23-27
,共5页
加权马尔可夫链%年降水量%预测%重庆市
加權馬爾可伕鏈%年降水量%預測%重慶市
가권마이가부련%년강수량%예측%중경시
weighted Markov chain%annual precipitation%prediction%Chongqing
依据1962-2011年重庆市年降水量资料,采用均值标准差法建立降水量丰枯级别,分为枯、偏枯、平、偏丰和丰5个水平年.以各阶自相关系数为权数,用加权马尔可夫链计算2012年重庆市降水量,通过验证发现计算出的状态与实际情况相符,预测降水量值与实测值误差为7.9%,说明该方法有效可行.进一步采用马尔可夫链的遍历性原理,计算重庆市近50年的年降水量极限分布,结果表明重庆市年降水量处于平水年的可能性最大,出现周期约为2.9年.
依據1962-2011年重慶市年降水量資料,採用均值標準差法建立降水量豐枯級彆,分為枯、偏枯、平、偏豐和豐5箇水平年.以各階自相關繫數為權數,用加權馬爾可伕鏈計算2012年重慶市降水量,通過驗證髮現計算齣的狀態與實際情況相符,預測降水量值與實測值誤差為7.9%,說明該方法有效可行.進一步採用馬爾可伕鏈的遍歷性原理,計算重慶市近50年的年降水量極限分佈,結果錶明重慶市年降水量處于平水年的可能性最大,齣現週期約為2.9年.
의거1962-2011년중경시년강수량자료,채용균치표준차법건립강수량봉고급별,분위고、편고、평、편봉화봉5개수평년.이각계자상관계수위권수,용가권마이가부련계산2012년중경시강수량,통과험증발현계산출적상태여실제정황상부,예측강수량치여실측치오차위7.9%,설명해방법유효가행.진일보채용마이가부련적편력성원리,계산중경시근50년적년강수량겁한분포,결과표명중경시년강수량처우평수년적가능성최대,출현주기약위2.9년.
Based on the annual precipitation data from 1962 to 2012 in Chongqing,by taking the standard deviation method of means,a classification of precipitation containing 5 levels is set up,namely,the dry years,the slightly dry years, the normal years,the slightly wet years and the wet years.Take each autocorrelation coefficient as the weight number,the weighted Markov chain was used to calculate the yearly amount of precipitation of Chongqing in 2012,and the confirmatory test finds that the results thus worked out is consistent with the actual condition.The error between the value of forecasted amount of Precipitation and the value gained by actual measurement is 7.9%,which proves the validity of the said method.By adop-ting the ergodic theorem of the Markov chain,the limit distribution for the annual amount of precipitation in Chongqing for the recent 50 years is calculated,whose results indicate the possibility of the annual amount of precipitation in Chongqing falls most probably into the range of being a normal year with a recurrence period of about 2.9 years.