Geoscientific Model Development
Geoscientific Model Development
GMD
Articles | Volume 11, issue 12
Articles | Volume 11, issue 12
https://doi.org/10.5194/gmd-11-5051-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/gmd-11-5051-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 11, issue 12
Development and technical paper
 | 
11 Dec 2018
Development and technical paper |  | 11 Dec 2018

Evaluation of iterative Kalman smoother schemes for multi-decadal past climate analysis with comprehensive Earth system models

Javier García-Pintado and André Paul

Viewed

Total article views: 5,416 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
4,094 1,192 130 5,416 169 219
  • HTML: 4,094
  • PDF: 1,192
  • XML: 130
  • Total: 5,416
  • BibTeX: 169
  • EndNote: 219
Views and downloads (calculated since 06 Mar 2018)
Cumulative views and downloads (calculated since 06 Mar 2018)

Viewed (geographical distribution)

Total article views: 5,416 (including HTML, PDF, and XML) Thereof 4,927 with geography defined and 489 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 

Cited

Saved (final revised paper)

Latest update: 09 Jun 2026
Download
Short summary
Earth system models (ESMs) integrate interactions of atmosphere, ocean, land, ice, and biosphere to estimate the state of regional and global climate under a variety of conditions. Past climate field reconstructions with deterministic ESMs through the assimilation of climate proxies need to consider the required high computations and model non-linearity. Our tests indicate that iterative schemes based on the Kalman filter and careful sensitivity analysis are adequate for approaching the problem.
Read more
Share