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

被引:2
|
作者
Angelini, Franco [1 ,2 ]
Pollayil, Mathew J. [1 ,2 ]
Valle, Barbara [3 ,4 ,5 ]
Borgatti, Marina Serena [3 ]
Caccianiga, Marco [3 ]
Garabini, Manolo [1 ,2 ]
机构
[1] Univ Pisa, Ctr Ric Enrico Piaggio, Largo Lucio Lazzarino 1, I-56122 Pisa, Italy
[2] Univ Pisa, Dipartimento Ingn Informaz, Largo Lucio Lazzarino 1, I-56122 Pisa, Italy
[3] Univ Milan, Dept Biosci, Via Celoria 26, I-20133 Milan, Italy
[4] Univ Siena, Dept Life Sci, Via A Moro 2, I-53100 Siena, Italy
[5] Natl Biodivers Future Ctr, NBFC, Palermo, Italy
关键词
GLACIERS;
D O I
10.1038/s41597-023-02764-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
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页数:10
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