Effective stochastic streamflow simulation method based on Gaussian mixture model

Benjun Jia,Jianzhong Zhou,Zhengyang Tang,Zhanxing Xu,Xiao Chen, Wei Fang

Journal of Hydrology（2022）

Cited 7|Views17

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Abstract

•This study proposes an effective method for stochastic streamflow simulation.•The method can effectively preserve the statistical characteristic of observed data.•The method can be applied to generate streamflow sequences of any time scale.•The method is significantly superior to the contrast methods.

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Key words

Stochastic streamflow simulation,Gaussian mixture model,K-means clustering,Single-site streamflow,Streamflow series at multiple time scales

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