Geoscientific Model Development
Geoscientific Model Development
GMD
Articles | Volume 17, issue 22
Articles | Volume 17, issue 22
https://doi.org/10.5194/gmd-17-8173-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/gmd-17-8173-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 17, issue 22
Development and technical paper
 | 
19 Nov 2024
Development and technical paper |  | 19 Nov 2024

Robust handling of extremes in quantile mapping – “Murder your darlings”

Peter Berg, Thomas Bosshard, Denica Bozhinova, Lars Bärring, Joakim Löw, Carolina Nilsson, Gustav Strandberg, Johan Södling, Johan Thuresson, Renate Wilcke, and Wei Yang

Viewed

Total article views: 680 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
505 143 32 680 15 16
  • HTML: 505
  • PDF: 143
  • XML: 32
  • Total: 680
  • BibTeX: 15
  • EndNote: 16
Views and downloads (calculated since 19 Jun 2024)
Cumulative views and downloads (calculated since 19 Jun 2024)

Viewed (geographical distribution)

Total article views: 680 (including HTML, PDF, and XML) Thereof 676 with geography defined and 4 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 
Latest update: 13 Dec 2024
Download
Short summary
When bias adjusting climate model data using quantile mapping, one needs to prescribe what to do at the tails of the distribution, where a larger data range is likely encountered outside of the calibration period. The end result is highly dependent on the method used. We show that, to avoid discontinuities in the time series, one needs to exclude data in the calibration range to also activate the extrapolation functionality in that time period.
Read more