人民长江
人民長江
인민장강
Yangtze River
2015年
21期
27-32,54
,共7页
水文气象预报%误差%概率密度函数%非参数估计%Parzen窗%三峡水库
水文氣象預報%誤差%概率密度函數%非參數估計%Parzen窗%三峽水庫
수문기상예보%오차%개솔밀도함수%비삼수고계%Parzen창%삼협수고
hydro-meteorological forecast%error%probability density function%nonparametric estimation%Parzen window%Three Gorges Reservoir
准确、及时的水文气象预报信息是水库实时预报调度的基础和技术支撑. 基于长江水利委员会水文局发布的三峡水库历年短中期入库流量预报成果,综合评定了预报精度和水平,分析了降雨量级、落区及入库流量级别等因素对预报误差的影响,比较了正态分布和非参数估计两种方法用于估计预报相对误差概率密度函数的效果. 结果显示,采用非参数估计推求的概率密度函数与样本拟合程度高,可应用于三峡水库水文气象预报定量风险管理.
準確、及時的水文氣象預報信息是水庫實時預報調度的基礎和技術支撐. 基于長江水利委員會水文跼髮佈的三峽水庫歷年短中期入庫流量預報成果,綜閤評定瞭預報精度和水平,分析瞭降雨量級、落區及入庫流量級彆等因素對預報誤差的影響,比較瞭正態分佈和非參數估計兩種方法用于估計預報相對誤差概率密度函數的效果. 結果顯示,採用非參數估計推求的概率密度函數與樣本擬閤程度高,可應用于三峽水庫水文氣象預報定量風險管理.
준학、급시적수문기상예보신식시수고실시예보조도적기출화기술지탱. 기우장강수리위원회수문국발포적삼협수고력년단중기입고류량예보성과,종합평정료예보정도화수평,분석료강우량급、락구급입고류량급별등인소대예보오차적영향,비교료정태분포화비삼수고계량충방법용우고계예보상대오차개솔밀도함수적효과. 결과현시,채용비삼수고계추구적개솔밀도함수여양본의합정도고,가응용우삼협수고수문기상예보정량풍험관리.
Accurate and timely hydro-meteorological forecasting information is the basis and technical support of real-time forecast-based operation of the reservoir. Based on the historical short-term and medium-term inflow forecast of Three Gorges Reservoir issued by Bureau of Hydrology, Changjiang Water Resources Commission, the inflow forecasting accuracy are evaluated comprehensively, the influences of the precipitation magnitude, precipitation area and inflow grade on forecasting error are ana-lyzed, and the performance of the normal distribution and the nonparametric estimation method in estimating the probability densi-ty function of relative error is compared. The results showed that the nonparametric estimation method has high fitting degree in estimating the probability density function of forecasting relative error, and the comprehensive analysis results can be applied to the quantitative risk management of Three Gorges Reservoir.