High-resolution data assimilation for two maritime extreme weather events: a comparison between 3D-Var and EnKF

Carrió, Diego S.; Mazzarella, Vincenzo; Ferretti, Rossella

doi:https://doi.org/10.5194/nhess-25-2999-2025

Articles | Volume 25, issue 9

https://doi.org/10.5194/nhess-25-2999-2025

© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/nhess-25-2999-2025

© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 25, issue 9

Research article

|

05 Sep 2025

Research article |

| 05 Sep 2025

High-resolution data assimilation for two maritime extreme weather events: a comparison between 3D-Var and EnKF

Diego S. Carrió, Vincenzo Mazzarella, and Rossella Ferretti

Data sets

Replicate data for "High-resolution data assimilation for two maritime extreme weather events: a comparison between 3D-Var and EnKF" D. Carrió Carrió https://doi.org/10.34810/data2515

Model code and software

Replicate data for "High-resolution data assimilation for two maritime extreme weather events: a comparison between 3D-Var and EnKF" D. Carrió Carrió https://doi.org/10.34810/data2515

Short summary

Populated coastal regions in the Mediterranean are known to be severely affected by extreme weather events that are initiated over maritime regions. These weather events are known to pose a serious problem in terms of numerical predictability. Different data assimilation techniques are used in this study with the main aim of enhancing short-range forecasts of two challenging severe weather events.