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Research and Implementation of Parameters Optimization Simulation Environment for Hydrological Models

机译:水文模型参数优化仿真环境的研究与实现

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摘要

For the Hydrological models' complexity, more model parameters, and most parameters are unpredictable as well as errors of observation data in river basin will lead to lots of errors and uncertainties in Hydrological model parameter calibration, Hydrological modeling and forecasting. Therefore, we developed a unified integrated simulation environment of parameter estimation for Hydrological models in Heihe river basin to support the implementation the processes of simulation operation, parameter optimization, parameter evaluation, analysis and simulation results visualization of Hydrological models in Heihe river basin. By using long-term monitoring measured data, we validated the hy-drologic models' parameters estimation integrated simulation environment in Xinanjiang Hydrological model. The results showed that research in this paper would reduce complex workload of data collection and program development, and significantly improve accuracy and efficiency for model simulation.
机译:由于水文模型的复杂性,更多的模型参数和大多数参数是不可预测的,流域观测数据的误差会导致水文模型参数的标定,水文建模和预报中的大量误差和不确定性。因此,我们开发了统一的黑河流域水文模型参数估计综合仿真环境,以支持黑河流域水文模型模拟操作,参数优化,参数评估,分析和模拟结果可视化的实现。通过长期监测实测数据,验证了新安江水文模型中水文模型参数估计的综合模拟环境。结果表明,本文的研究将减少复杂的数据收集和程序开发工作量,并显着提高模型仿真的准确性和效率。

著录项

  • 来源
  • 会议地点 Beijing(CN)
  • 作者

    Jiuyuan Huo; Yaonan Zhang;

  • 作者单位

    School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou 730070, People's Republic of China,Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences, Lanzhou 730000, People's Republic of China;

    Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences, Lanzhou 730000, People's Republic of China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Hydrological models; Parameter estimation; Optimization method; Simulation environment;

    机译:水文模型;参数估计;优化方法;仿真环境;

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