首页    期刊浏览 2024年11月30日 星期六
登录注册

文章基本信息

  • 标题:Screening groups of parameters using the Morris method to select parameters for variance based sensitivity analysis
  • 本地全文:下载
  • 作者:Stig Morten Thorsen ; Stig Morten Thorsen
  • 期刊名称:Procedia - Social and Behavioral Sciences
  • 印刷版ISSN:1877-0428
  • 出版年度:2010
  • 卷号:2
  • 期号:6
  • 页码:7755-7756
  • DOI:10.1016/j.sbspro.2010.05.213
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractA variance based sensitivity analysis (SA) requires a large number of model evaluations. In order to perform a variance based SA on a process-based whole-year grassland model for timothy, we arranged the 62 model parameters in 15 groups and used the less computationally expensive Morris method to identify which groups contained the most important parameters. We used observations and climate data from a northern and a southern location. The Morris method identified seven important groups for the southern location, and five groups at the northern which was selected for the variance based SA. At the northern location the most important parameters were related to frost tolerance, and at the southern location assimilate allocation and foliage parameters were most important.
  • 关键词:Sensitivity analysis;Morris’ method;parameter groups;Sobol’ method
国家哲学社会科学文献中心版权所有