Natural Hazards and Earth System Sciences
Natural Hazards and Earth System Sciences
NHESS
Articles | Volume 25, issue 12
Articles | Volume 25, issue 12
https://doi.org/10.5194/nhess-25-4907-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/nhess-25-4907-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 25, issue 12
Research article
 | 
10 Dec 2025
Research article |  | 10 Dec 2025

Use of delayed ERA5-Land soil moisture products for improving landslide early warning

Nunziarita Palazzolo, Antonino Cancelliere, Robert D. Zofei, and David J. Peres

Viewed

Total article views: 2,019 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
1,607 315 97 2,019 78 80
  • HTML: 1,607
  • PDF: 315
  • XML: 97
  • Total: 2,019
  • BibTeX: 78
  • EndNote: 80
Views and downloads (calculated since 07 May 2025)
Cumulative views and downloads (calculated since 07 May 2025)

Viewed (geographical distribution)

Total article views: 2,019 (including HTML, PDF, and XML) Thereof 1,941 with geography defined and 78 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 
Latest update: 13 Apr 2026
Download
Short summary
We investigate whether ERA5-Land reanalysis soil moisture data, despite their 5 d publication delay, can be useful for improving the performance of relationships providing triggering conditions for landslides. Using artificial neural networks, we find that soil moisture delayed even up to 15 d allows an improvement of performance respect to precipitation-based models, therefore corroborating the potential use of ERA5-Land soil moisture for improving landslide early warning.
Read more
Share
Altmetrics
Final-revised paper
Preprint