Natural Hazards and Earth System Sciences
Natural Hazards and Earth System Sciences
NHESS
Articles | Volume 16, issue 8
Articles | Volume 16, issue 8
https://doi.org/10.5194/nhess-16-1807-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
Special issue:
https://doi.org/10.5194/nhess-16-1807-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
Articles | Volume 16, issue 8
Review article
 | 
09 Aug 2016
Review article |  | 09 Aug 2016

Development of super-ensemble techniques for ocean analyses: the Mediterranean Sea case

Jenny Pistoia, Nadia Pinardi, Paolo Oddo, Matthew Collins, Gerasimos Korres, and Yann Drillet

Viewed

Total article views: 2,100 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
1,192 814 94 2,100 105 98
  • HTML: 1,192
  • PDF: 814
  • XML: 94
  • Total: 2,100
  • BibTeX: 105
  • EndNote: 98
Views and downloads (calculated since 02 May 2016)
Cumulative views and downloads (calculated since 02 May 2016)

Cited

Latest update: 18 Apr 2024
Download
Short summary
In this work we developed a new multi-model super-ensemble method to estimate sea surface temperature, an important product of ocean analysis systems. We find that ensemble size, quality, type of members and the training period length are all important elements of the MMSE methodology and require careful calibration. We show that with a rather limited but overconfident data set (with a low bias of the starting ensemble members) the RMSE analysis can be improved.
Read more
Special issue
Situational sea awareness technologies for maritime safety...
Altmetrics
Final-revised paper
Preprint