Department of Atmospheric and Cryospheric Sciences, University of Innsbruck, Innsbruck, Austria
Tobias Hell
Data Lab Hell GmbH, Zirl, Austria
Viewed
Since the preprint corresponding to this journal article was posted outside of Copernicus Publications, the preprint-related metrics are limited to HTML views.
Total article views: 1,155 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
1,064
80
11
1,155
21
47
HTML: 1,064
PDF: 80
XML: 11
Total: 1,155
BibTeX: 21
EndNote: 47
Views and downloads (calculated since 27 Jun 2024)
Cumulative views and downloads
(calculated since 27 Jun 2024)
Total article views: 819 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
728
80
11
819
21
47
HTML: 728
PDF: 80
XML: 11
Total: 819
BibTeX: 21
EndNote: 47
Views and downloads (calculated since 26 Feb 2025)
Cumulative views and downloads
(calculated since 26 Feb 2025)
Total article views: 336 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
336
0
0
336
0
0
HTML: 336
PDF: 0
XML: 0
Total: 336
BibTeX: 0
EndNote: 0
Views and downloads (calculated since 27 Jun 2024)
Cumulative views and downloads
(calculated since 27 Jun 2024)
Viewed (geographical distribution)
Since the preprint corresponding to this journal article was posted outside of Copernicus Publications, the preprint-related metrics are limited to HTML views.
Total article views: 1,155 (including HTML, PDF, and XML)
Thereof 1,126 with geography defined
and 29 with unknown origin.
Total article views: 819 (including HTML, PDF, and XML)
Thereof 818 with geography defined
and 1 with unknown origin.
Total article views: 336 (including HTML, PDF, and XML)
Thereof 308 with geography defined
and 28 with unknown origin.
As lightning is a brief and localized event, it is not explicitly resolved in atmospheric models. Instead, expert-based auxiliary descriptions are used to assess it. This study explores how AI can improve our understanding of lightning without relying on traditional expert knowledge. We reveal that AI independently identified the key factors known to experts as essential for lightning in the Alps region. This shows how knowledge discovery could be sped up in areas with limited expert knowledge.
As lightning is a brief and localized event, it is not explicitly resolved in atmospheric...