Journal cover Journal topic
Hydrology and Earth System Sciences An interactive open-access journal of the European Geosciences Union
Journal topic

Journal metrics

IF value: 5.153
IF5.153
IF 5-year value: 5.460
IF 5-year
5.460
CiteScore value: 7.8
CiteScore
7.8
SNIP value: 1.623
SNIP1.623
IPP value: 4.91
IPP4.91
SJR value: 2.092
SJR2.092
Scimago H <br class='widget-line-break'>index value: 123
Scimago H
index123
h5-index value: 65
h5-index65
Definitions
HESS | Articles | Volume 23, issue 2
HESS | Articles | Volume 23, issue 2
Hydrol. Earth Syst. Sci., 23, 773–786, 2019
https://doi.org/10.5194/hess-23-773-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
Hydrol. Earth Syst. Sci., 23, 773–786, 2019
https://doi.org/10.5194/hess-23-773-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
HESS | Articles | Volume 23, issue 2

Research article 12 Feb 2019

Research article | 12 Feb 2019

Multivariate stochastic bias corrections with optimal transport

Yoann Robin et al.

Viewed

Total article views: 1,509 (including HTML, PDF, and XML)
HTML PDF XML Total Supplement BibTeX EndNote
1,058 429 22 1,509 353 49 48
  • HTML: 1,058
  • PDF: 429
  • XML: 22
  • Total: 1,509
  • Supplement: 353
  • BibTeX: 49
  • EndNote: 48
Views and downloads (calculated since 24 Jul 2018)
Cumulative views and downloads (calculated since 24 Jul 2018)

Viewed (geographical distribution)

Total article views: 1,305 (including HTML, PDF, and XML) Thereof 1,290 with geography defined and 15 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 

Cited

Saved (final revised paper)

No saved metrics found.

Saved (preprint)

No saved metrics found.

Discussed (final revised paper)

No discussed metrics found.

Discussed (preprint)

No discussed metrics found.
Latest update: 23 Oct 2020
Publications Copernicus
Download
PDF XML
Short summary
Bias correction methods are used to calibrate climate model outputs with respect to observations. In this article, a non-stationary, multivariate and stochastic bias correction method is developed based on optimal transport, accounting for inter-site and inter-variable correlations. Optimal transport allows us to construct a joint distribution that minimizes energy spent in bias correction. Our methodology is tested on precipitation and temperatures over 12 locations in southern France.
Bias correction methods are used to calibrate climate model outputs with respect to...
Read more
Citation
Hydrology and Earth System Sciences

An interactive open-access journal of the European Geosciences Union

All site content, except where otherwise noted, is licensed under the Creative Commons Attribution 4.0 License.
Contact
|
Imprint
|
Data protection