Natural Hazards and Earth System Sciences
Natural Hazards and Earth System Sciences
NHESS
Articles | Volume 23, issue 9
Articles | Volume 23, issue 9
https://doi.org/10.5194/nhess-23-2937-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
Special issue:
https://doi.org/10.5194/nhess-23-2937-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 23, issue 9
Research article
 | 
06 Sep 2023
Research article |  | 06 Sep 2023

Fire risk modeling: an integrated and data-driven approach applied to Sicily

Alba Marquez Torres, Giovanni Signorello, Sudeshna Kumar, Greta Adamo, Ferdinando Villa, and Stefano Balbi

Viewed

Total article views: 2,523 (including HTML, PDF, and XML)
HTML PDF XML Total Supplement BibTeX EndNote
2,034 422 67 2,523 120 63 60
  • HTML: 2,034
  • PDF: 422
  • XML: 67
  • Total: 2,523
  • Supplement: 120
  • BibTeX: 63
  • EndNote: 60
Views and downloads (calculated since 20 Feb 2023)
Cumulative views and downloads (calculated since 20 Feb 2023)

Viewed (geographical distribution)

Total article views: 2,523 (including HTML, PDF, and XML) Thereof 2,428 with geography defined and 95 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 

Cited

Latest update: 04 Jul 2025
Download
Short summary
Only by mapping fire risks can we manage forest and prevent fires under current and future climate conditions. We present a fire risk map based on k.LAB, artificial-intelligence-powered and open-source software integrating multidisciplinary knowledge in near real time. Through an easy-to-use web application, we model the hazard with 84 % accuracy for Sicily, a representative Mediterranean region. Fire risk analysis reveals 45 % of vulnerable areas face a high probability of danger in 2050.
Read more
Share
Special issue
The role of fire in the Earth system: understanding interactions...
Altmetrics
Final-revised paper
Preprint