Evidence map›Paper›PMID 41751146›Full record

ArticleAnimals : an open access journal from MDPI2026

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

María Alejandra Blanco, Michael L Peterson, Pablo Ariel Cipriotti, Fernando Apecechea

Abstract read
In one paragraph

Article in Animals : an open access journal from MDPI, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

María Alejandra BlancoFacultad de Ingeniería y Ciencias Agropecuarias, Pontificia Universidad Católica Argentina, Buenos Aires B1300, Argentina.ORCID 0000-0002-2870-2122
Michael L PetersonBiosystems and Agricultural Engineering, University of Kentucky and Racing Surfaces Testing Laboratory, 907 National Ave, Lexington, KY 40502, USA.
Pablo Ariel CipriottiFacultad de Agronomía, Universidad de Buenos Aires, Av San Martín 4453, Buenos Aires B1417, Argentina.ORCID 0000-0002-1228-9724
Fernando ApececheaEscuela Superior de Ingeniería, Informática y Ciencias Agroalimentarias, Universidad de Morón, Gral. Machado 854, Morón, Buenos Aires B1708, Argentina.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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.

Indexed as

equine safetyhandicap base levelmechanical responsenatural turfpolospatial analysiswelfare

Identifiers

PMID41751146
PMCPMC12937303

What OpenQuestion holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.