摘要
将潜在腾发量分成趋势分量与随机分量两部分,且假定该随机分量标准化后为正态白噪声过程,结合水量平衡方程推导出根系层储水量满足的随机微分方程.利用随机微分方程理论分析了土壤根系层系统中系统状态变量一根系层储水量对随机输入的响应特性,包括变量的转移概率密度、均值和标准差.
Based on the assumption that potential evapotranspiration consist of two part,of which one follows a deterministic seasonal trend and another fluctuates randomly around the former,and the water balance equation governing the soil water movement in the root zone,a conceptual stochastic model is established.The model is a stochastic differential equation.The corresponding Fokker Planck equation is derived on the basis of further assumption that the normalized random term of evapotranspiration follows the white noise process.The numerical solution of Fokker Planck equation is obtained and the mean and deviation process of state variables are tested with the field experimental data.The comparisons show that:1.The established model is valid and can be used to predict the soil water storage in root zone,2.The prediction deviation of SWS increases with time which may bring some difficulties for the accurate long lead time prediction of SWS.Finally,it iis suggested that the colored noise process of the random term of evapotranspiration must be taken into account in the model so that the prediction deviation of SWS could be reduced.
出处
《水利学报》
EI
CSCD
北大核心
1998年第5期44-48,共5页
Journal of Hydraulic Engineering
基金
国家自然科学基金
中国科学院禹城综合试验站开放基金
关键词
根系层储水层
随机输入
响应特性
土壤水分
soil storage,soil moisture prediction,conceptual model,stochasic process.