Geoscientific Model Development
Geoscientific Model Development
GMD
Articles | Volume 9, issue 3
Articles | Volume 9, issue 3
https://doi.org/10.5194/gmd-9-1065-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gmd-9-1065-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
Articles | Volume 9, issue 3
Development and technical paper
 | 
17 Mar 2016
Development and technical paper |  | 17 Mar 2016

Application of all-relevant feature selection for the failure analysis of parameter-induced simulation crashes in climate models

Wiesław Paja, Mariusz Wrzesien, Rafał Niemiec, and Witold R. Rudnicki

Viewed

Total article views: 3,086 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
2,017 892 177 3,086 151 141
  • HTML: 2,017
  • PDF: 892
  • XML: 177
  • Total: 3,086
  • BibTeX: 151
  • EndNote: 141
Views and downloads (calculated since 13 Jul 2015)
Cumulative views and downloads (calculated since 13 Jul 2015)

Cited

Saved (final revised paper)

Saved (preprint)

Latest update: 16 Jul 2024
Download
Short summary
Climate simulation crashes are caused by inadeqaute knowledge of parameters in models describing physical phenomena. We have performed reanalysis of the data on simulation crashes and have shown that they can be attributed to three parameters of the ocean model. This is a significant improvement over the original study, where crashes were attributed to eight parameters. Our results will help researchers to develop improved models.
Read more