Analysis of the 10-day ultra-marathon using a predictive XG boost model
Most 10-day runners originated from USA, but the fastest runners originate from Finland and Israel. The fastest race courses were in Greece. Running on dirt paths leads to a significant reduction in running speed while running on asphalt leads to faster running speeds.
Authors
- Katja Weiss (ORCID: https://orcid.org/0000-0003-1247-6754)
- Beat Knechtle (ORCID: https://orcid.org/0000-0002-2412-9103)
- Volker Scheer (ORCID: https://orcid.org/0000-0003-0074-3624)
- Rodrigo Luiz Vancini (ORCID: https://orcid.org/0000-0003-1981-1092)
- Marília Santos Andrade (ORCID: https://orcid.org/0000-0002-7004-4565)
- Pantelis Τ. Nikolaidis (ORCID: https://orcid.org/0000-0001-8030-7122)
- Mabliny Thuany (ORCID: https://orcid.org/0000-0002-6858-1871)
- Elias Villiger (ORCID: https://orcid.org/0000-0001-8371-1390)
- Ivan Čuk (ORCID: https://orcid.org/0000-0001-7819-4384)
- David Valero (ORCID: https://orcid.org/0000-0003-4133-4843)
- Lorin Braschler (ORCID: https://orcid.org/0009-0005-0131-2991)
- Thomas Johannes Rosemann (ORCID: https://orcid.org/0000-0002-6436-6306)
Institutions
- University of Bern (CH)
- Universidade do Porto (PT)
- University of Zurich (CH)
- University of St.Gallen (CH)
- University of Belgrade (RS)
- University of West Attica (GR)
- Medbase (CH)
- Universidade Federal do Espírito Santo (BR)
- Universidade Federal de São Paulo (BR)
Publication Details
- Journal
- BMC Research Notes
- Published
- 2024-12-19
- DOI
- https://doi.org/10.1186/s13104-024-07028-8
- Citations
- 3
- Primary Topic
- Winter Sports Injuries and Performance
- Type
- article
- Field-Weighted Citation Impact
- 1.26