Spatial Variation in Turf Surface Properties of Polo Pitches: A Case Study of Different Handicaps of Argentina

Autores
Blanco, María Alejandra; Peterson, Michael L.; Cipriotti, Pablo Ariel; Apecechea, Fernando
Año de publicación
2026
Idioma
español castellano
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Fil: Blanco, María Alejandra. Pontificia Universidad Católica Argentina. Facultad de Ingeniería y Ciencias Agropecuarias; Argentina
Fil: Peterson, Michael L. University of Kentucky and Racing Surfaces Testing Laboratory; Estados Unidos
Fil: Cipriotti, Pablo Ariel. Universidad de Buenos Aires. Facultad de Agronomía; Argentina
Fil: Apecechea, Fernando. Universidad de Morón. Escuela Superior de Ingeniería, Informática y Ciencias Agroalimentarias; Argentina
Polo is a high-speed equestrian sport that imposes mechanical demands on horses and turf, yet limited research has examined the functional behavior of polo playing surfaces. This study characterizes the spatial variability of mechanical surface properties across turf polo pitches representing high-, medium-, and low-handicap categories. Three fields were assessed using lightweight field-based instruments, including the Impact Test Device (ITD), Rotational Peak Shear (RPS) tester, Going Stick© for penetration (GSP) and shear (GSS), and a TDR probe for volumetric moisture content (VMC%). A total of 210–223 grid-based sampling points per pitch were analyzed to evaluate mechanical responses under vertical and horizontal loading conditions. Significant differences among pitches were observed, with ITD and VMC emerging as the indicators of surface behaviour. Spatial analysis revealed heterogeneous within-pitch patterns, expressed as directional gradients and localized variability. Linear discriminant analysis demonstrated that the combined measurements could differentiate pitches associated with different handicap levels with high classification accuracy (0.88). Although the applied instruments do not replicate full equine biomechanical loading, they proved effective in detecting spatial variability in surface uniformity, a functional property relevant to performance and equine welfare. These findings support integration of spatially explicit surface assessments into routine turf management practices.
Fuente
Animals. 2026 16(685)
Materia
GOLF
CESPED
MONITOREO
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/4.0/
Repositorio
Repositorio Institucional (UCA)
Institución
Pontificia Universidad Católica Argentina
OAI Identificador
oai:ucacris:123456789/21099

id RIUCA_cdc3a1d1123360f2970c7196e250bc7a
oai_identifier_str oai:ucacris:123456789/21099
network_acronym_str RIUCA
repository_id_str 2585
network_name_str Repositorio Institucional (UCA)
spelling Spatial Variation in Turf Surface Properties of Polo Pitches: A Case Study of Different Handicaps of ArgentinaBlanco, María AlejandraPeterson, Michael L.Cipriotti, Pablo ArielApecechea, FernandoGOLFCESPEDMONITOREOFil: Blanco, María Alejandra. Pontificia Universidad Católica Argentina. Facultad de Ingeniería y Ciencias Agropecuarias; ArgentinaFil: Peterson, Michael L. University of Kentucky and Racing Surfaces Testing Laboratory; Estados UnidosFil: Cipriotti, Pablo Ariel. Universidad de Buenos Aires. Facultad de Agronomía; ArgentinaFil: Apecechea, Fernando. Universidad de Morón. Escuela Superior de Ingeniería, Informática y Ciencias Agroalimentarias; ArgentinaPolo is a high-speed equestrian sport that imposes mechanical demands on horses and turf, yet limited research has examined the functional behavior of polo playing surfaces. This study characterizes the spatial variability of mechanical surface properties across turf polo pitches representing high-, medium-, and low-handicap categories. Three fields were assessed using lightweight field-based instruments, including the Impact Test Device (ITD), Rotational Peak Shear (RPS) tester, Going Stick© for penetration (GSP) and shear (GSS), and a TDR probe for volumetric moisture content (VMC%). A total of 210–223 grid-based sampling points per pitch were analyzed to evaluate mechanical responses under vertical and horizontal loading conditions. Significant differences among pitches were observed, with ITD and VMC emerging as the indicators of surface behaviour. Spatial analysis revealed heterogeneous within-pitch patterns, expressed as directional gradients and localized variability. Linear discriminant analysis demonstrated that the combined measurements could differentiate pitches associated with different handicap levels with high classification accuracy (0.88). Although the applied instruments do not replicate full equine biomechanical loading, they proved effective in detecting spatial variability in surface uniformity, a functional property relevant to performance and equine welfare. These findings support integration of spatially explicit surface assessments into routine turf management practices.MDPI2026info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfhttps://repositorio.uca.edu.ar/handle/123456789/210992076-2615https://doi.org/10.3390/ani16040685Animals. 2026 16(685)reponame:Repositorio Institucional (UCA)instname:Pontificia Universidad Católica Argentinaspainfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/4.0/2026-04-16T10:33:58Zoai:ucacris:123456789/21099instacron:UCAInstitucionalhttps://repositorio.uca.edu.ar/Universidad privadaNo correspondehttps://repositorio.uca.edu.ar/oaiclaudia_fernandez@uca.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:25852026-04-16 10:33:58.521Repositorio Institucional (UCA) - Pontificia Universidad Católica Argentinafalse
dc.title.none.fl_str_mv Spatial Variation in Turf Surface Properties of Polo Pitches: A Case Study of Different Handicaps of Argentina
title Spatial Variation in Turf Surface Properties of Polo Pitches: A Case Study of Different Handicaps of Argentina
spellingShingle Spatial Variation in Turf Surface Properties of Polo Pitches: A Case Study of Different Handicaps of Argentina
Blanco, María Alejandra
GOLF
CESPED
MONITOREO
title_short Spatial Variation in Turf Surface Properties of Polo Pitches: A Case Study of Different Handicaps of Argentina
title_full Spatial Variation in Turf Surface Properties of Polo Pitches: A Case Study of Different Handicaps of Argentina
title_fullStr Spatial Variation in Turf Surface Properties of Polo Pitches: A Case Study of Different Handicaps of Argentina
title_full_unstemmed Spatial Variation in Turf Surface Properties of Polo Pitches: A Case Study of Different Handicaps of Argentina
title_sort Spatial Variation in Turf Surface Properties of Polo Pitches: A Case Study of Different Handicaps of Argentina
dc.creator.none.fl_str_mv Blanco, María Alejandra
Peterson, Michael L.
Cipriotti, Pablo Ariel
Apecechea, Fernando
author Blanco, María Alejandra
author_facet Blanco, María Alejandra
Peterson, Michael L.
Cipriotti, Pablo Ariel
Apecechea, Fernando
author_role author
author2 Peterson, Michael L.
Cipriotti, Pablo Ariel
Apecechea, Fernando
author2_role author
author
author
dc.subject.none.fl_str_mv GOLF
CESPED
MONITOREO
topic GOLF
CESPED
MONITOREO
dc.description.none.fl_txt_mv Fil: Blanco, María Alejandra. Pontificia Universidad Católica Argentina. Facultad de Ingeniería y Ciencias Agropecuarias; Argentina
Fil: Peterson, Michael L. University of Kentucky and Racing Surfaces Testing Laboratory; Estados Unidos
Fil: Cipriotti, Pablo Ariel. Universidad de Buenos Aires. Facultad de Agronomía; Argentina
Fil: Apecechea, Fernando. Universidad de Morón. Escuela Superior de Ingeniería, Informática y Ciencias Agroalimentarias; Argentina
Polo is a high-speed equestrian sport that imposes mechanical demands on horses and turf, yet limited research has examined the functional behavior of polo playing surfaces. This study characterizes the spatial variability of mechanical surface properties across turf polo pitches representing high-, medium-, and low-handicap categories. Three fields were assessed using lightweight field-based instruments, including the Impact Test Device (ITD), Rotational Peak Shear (RPS) tester, Going Stick© for penetration (GSP) and shear (GSS), and a TDR probe for volumetric moisture content (VMC%). A total of 210–223 grid-based sampling points per pitch were analyzed to evaluate mechanical responses under vertical and horizontal loading conditions. Significant differences among pitches were observed, with ITD and VMC emerging as the indicators of surface behaviour. Spatial analysis revealed heterogeneous within-pitch patterns, expressed as directional gradients and localized variability. Linear discriminant analysis demonstrated that the combined measurements could differentiate pitches associated with different handicap levels with high classification accuracy (0.88). Although the applied instruments do not replicate full equine biomechanical loading, they proved effective in detecting spatial variability in surface uniformity, a functional property relevant to performance and equine welfare. These findings support integration of spatially explicit surface assessments into routine turf management practices.
description Fil: Blanco, María Alejandra. Pontificia Universidad Católica Argentina. Facultad de Ingeniería y Ciencias Agropecuarias; Argentina
publishDate 2026
dc.date.none.fl_str_mv 2026
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://repositorio.uca.edu.ar/handle/123456789/21099
2076-2615
https://doi.org/10.3390/ani16040685
url https://repositorio.uca.edu.ar/handle/123456789/21099
https://doi.org/10.3390/ani16040685
identifier_str_mv 2076-2615
dc.language.none.fl_str_mv spa
language spa
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/4.0/
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv Animals. 2026 16(685)
reponame:Repositorio Institucional (UCA)
instname:Pontificia Universidad Católica Argentina
reponame_str Repositorio Institucional (UCA)
collection Repositorio Institucional (UCA)
instname_str Pontificia Universidad Católica Argentina
repository.name.fl_str_mv Repositorio Institucional (UCA) - Pontificia Universidad Católica Argentina
repository.mail.fl_str_mv claudia_fernandez@uca.edu.ar
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score 12.692636