Weather and Climate Dynamics
Weather and Climate Dynamics
WCD
Articles | Volume 6, issue 1
Articles | Volume 6, issue 1
https://doi.org/10.5194/wcd-6-113-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/wcd-6-113-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 6, issue 1
Research article
 | 
21 Jan 2025
Research article |  | 21 Jan 2025

Surrogate-based model parameter optimization in simulations of the West African monsoon

Matthias Fischer, Peter Knippertz, and Carsten Proppe

Viewed

Total article views: 856 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
386 97 373 856 19 27
  • HTML: 386
  • PDF: 97
  • XML: 373
  • Total: 856
  • BibTeX: 19
  • EndNote: 27
Views and downloads (calculated since 19 Jul 2024)
Cumulative views and downloads (calculated since 19 Jul 2024)

Viewed (geographical distribution)

Total article views: 856 (including HTML, PDF, and XML) Thereof 817 with geography defined and 39 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 
Latest update: 28 May 2025
Download
Short summary
The West African monsoon is vital for millions but difficult to represent with numerical models. Our research aims at improving monsoon simulations by optimizing three model parameters – entrainment rate, ice fall speed, and soil moisture evaporation – using an advanced surrogate-based multi-objective optimization framework. Results show that tuning these parameters can sometimes improve certain monsoon characteristics, however at the expense of others, highlighting the power of our approach.
Read more
Share