Articles | Volume 21, issue 3
https://doi.org/10.5194/os-21-897-2025
https://doi.org/10.5194/os-21-897-2025
Research article
 | 
07 May 2025
Research article |  | 07 May 2025

Marine heatwaves in the Mediterranean Sea: a convolutional neural network study for extreme event prediction

Antonios Parasyris, Vassiliki Metheniti, Nikolaos Kampanis, and Sofia Darmaraki

Viewed

Total article views: 475 (including HTML, PDF, and XML)
HTML PDF XML Total Supplement BibTeX EndNote
359 100 16 475 36 15 14
  • HTML: 359
  • PDF: 100
  • XML: 16
  • Total: 475
  • Supplement: 36
  • BibTeX: 15
  • EndNote: 14
Views and downloads (calculated since 09 Jan 2025)
Cumulative views and downloads (calculated since 09 Jan 2025)

Viewed (geographical distribution)

Total article views: 475 (including HTML, PDF, and XML) Thereof 469 with geography defined and 6 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 
Latest update: 30 May 2025
Download
Short summary
The Mediterranean faces more frequent and intense marine heat waves, harming ecosystems and fisheries. Using machine learning, we developed a model to forecast these events up to 7 d in the future, outperforming traditional methods. This approach enables faster, accurate forecasts, helping authorities mitigate impacts and protect marine resources.
Share