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
.jpg)
- Institución
- Pontificia Universidad Católica Argentina
- OAI Identificador
- oai:ucacris:123456789/21099
Ver los metadatos del registro completo
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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 |
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2026 |
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info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion http://purl.org/coar/resource_type/c_6501 info:ar-repo/semantics/articulo |
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article |
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publishedVersion |
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https://repositorio.uca.edu.ar/handle/123456789/21099 2076-2615 https://doi.org/10.3390/ani16040685 |
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https://repositorio.uca.edu.ar/handle/123456789/21099 https://doi.org/10.3390/ani16040685 |
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2076-2615 |
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MDPI |
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MDPI |
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Animals. 2026 16(685) reponame:Repositorio Institucional (UCA) instname:Pontificia Universidad Católica Argentina |
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Repositorio Institucional (UCA) - Pontificia Universidad Católica Argentina |
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