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Illustrating changes in landscapes of passing opportunities along a set of competitive football matches

2021-05Artigo científico Acesso aberto
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dc.contributor.authorGómez-Jordana, Luis Ignacio
dc.contributor.authorAmaro E Silva, Rodrigo
dc.contributor.authorMilho, João
dc.contributor.authorRic, Angel
dc.contributor.authorPassos, Pedro
dc.date.accessioned2021-08-11T11:40:23Z
dc.date.available2021-08-11T11:40:23Z
dc.date.issued2021-05
dc.description.abstractThis study aims to illustrate the landscape of passing opportunities of a football team across a set of competitive matches. To do so positional data of 5 competitive matches was used to create polygons of pass availability. Passes were divided into three types depending on the hypothetical threat they may pose to the opposing defense (penetrative, support, and backwards passes). These categories were used to create three heatmaps per match. Moreover, the mean time of passing opportunities was calculated and compared across matches and for the three categories of passes. Due to the specificity of player’s interactive behavior, results showed heatmaps with a variety of patterns. Specifically the fifth match was very dissimilar to the other four. However, characterizing a football match in terms of passing opportunities with a single heatmap dismisses the variety of dynamics that occur throughout a match. Therefore, three temporal heatmaps over windows of 10 min were presented highlighting on-going dynamical changes in pass availability. Results also display that penetrative passes were available over shorter periods of time than backward passes that were available shorter than support passes. The results highlight the sensibility of the model to different task constrains that emerge within football matches.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationGómez-Jordana, L.I., Amaro e Silva, R., Milho, J. et al. Illustrating changes in landscapes of passing opportunities along a set of competitive football matches. Sci Rep 11, 9792 (2021). https://doi.org/10.1038/s41598-021-89184-6pt_PT
dc.identifier.doi10.1038/s41598-021-89184-6pt_PT
dc.identifier.issn2045-2322
dc.identifier.urihttp://hdl.handle.net/10451/49274
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherNature Researchpt_PT
dc.relationFCT grant SFRH/BD/135876/2018pt_PT
dc.relationFCT UIDB/00447/2020 (CIPER)pt_PT
dc.relationFCT UIDB/50019/2020 (IDL)pt_PT
dc.relation.publisherversionhttps://www.nature.com/articles/s41598-021-89184-6pt_PT
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.titleIllustrating changes in landscapes of passing opportunities along a set of competitive football matchespt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.titleScientific Reportspt_PT
oaire.citation.volume11pt_PT
person.familyNameAmaro e Silva
person.givenNameRodrigo
person.identifier.ciencia-id7215-BF6D-4EA2
person.identifier.orcid0000-0002-2813-150X
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublication4d23f3eb-2671-454e-8849-6b7f4dcfb9d6
relation.isAuthorOfPublication.latestForDiscovery4d23f3eb-2671-454e-8849-6b7f4dcfb9d6

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