Skip to Main Content (Press Enter)

Logo UNIMI
  • ×
  • Home
  • Persone
  • Attività
  • Ambiti
  • Strutture
  • Pubblicazioni
  • Terza Missione

Expertise & Skills
Logo UNIMI

|

Expertise & Skills

unimi.it
  • ×
  • Home
  • Persone
  • Attività
  • Ambiti
  • Strutture
  • Pubblicazioni
  • Terza Missione
  1. Pubblicazioni

Robotic monitoring of Alpine screes: a dataset from the EU Natura2000 habitat 8110 in the Italian Alps

Articolo
Data di Pubblicazione:
2023
Citazione:
Robotic monitoring of Alpine screes: a dataset from the EU Natura2000 habitat 8110 in the Italian Alps / F. Angelini, M.J. Pollayil, B. Valle, M.S. Borgatti, M. Caccianiga, M. Garabini. - In: SCIENTIFIC DATA. - ISSN 2052-4463. - 10:1(2023 Dec 01), pp. 855.1-855.10. [10.1038/s41597-023-02764-1]
Abstract:
The surveying of European Union (EU) Annex I habitat "8110 - Siliceous scree of the montane to snow levels (Androsacetalia alpinae and Galeopsietalia ladani)" is generally executed by humans. However, robots could increase human monitoring capabilities. To this end, we collected information on this habitat employing the quadrupedal robot ANYmal C. These data include videos of eight different typical or early warning species. Additionally, data on four releves are provided. These consist, for instance, of the robot state, and videos and pictures collected to evaluate the habitat conservation status. The aim of this dataset is to help researchers in a variety of fields. For instance, information on plant species collected by the robot can be utilized to develop new procedures and new metrics to assess the habitat conservation status or to train neural networks for plant classification. On the other hand, engineers can use robot state information to validate their algorithms. This database is publicly available in the provided Zenodo repository.
Tipologia IRIS:
01 - Articolo su periodico
Elenco autori:
F. Angelini, M.J. Pollayil, B. Valle, M.S. Borgatti, M. Caccianiga, M. Garabini
Autori di Ateneo:
CACCIANIGA MARCO STEFANO ( autore )
Link alla scheda completa:
https://air.unimi.it/handle/2434/1043008
Link al Full Text:
https://air.unimi.it/retrieve/handle/2434/1043008/2393472/s41597-023-02764-1.pdf
Progetto:
Natural Intelligence for Robotic Monitoring of Habitats (NI)
  • Aree Di Ricerca

Aree Di Ricerca

Settori


Settore BIO/02 - Botanica Sistematica
  • Informazioni
  • Assistenza
  • Accessibilità
  • Privacy
  • Utilizzo dei cookie
  • Note legali

Realizzato con VIVO | Progettato da Cineca | 25.12.4.0