环境模型估值与不确定性分析

研究内容:

多元统计、层级贝叶斯、极大似然估计、神经网络、反参数估值方法、情景分析、结构方程模型

  • Liu Y, Yang P J, Hu C, Guo H C. 2008. Water quality modeling for load reduction under uncertainty: A Bayesian approach. Water Research, 42(13):3305-14.
  • Liu YGuo H C, Mao G Z, Yang P J. 2008. A Bayesian hierarchical model for urban air quality prediction under uncertainty. Atmospheric Environment, 42(36): 8464-8469.
  • Liu YScavia D, Arhonditsis G. B., Stow C. Liu Y, Scavia D, Arhonditsis G. B., Stow C. 2011. Predicting the Hypoxic-Volume in Chesapeake Bay with the Streeter-Phelps Model: A Bayesian Approach. Journal of the American Water Resources Association, 47(6): 1348–1363.

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