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Journal of equine veterinary science2026; 105907; doi: 10.1016/j.jevs.2026.105907

Application of 3D scanning for modeling and morphometric assessment of Mangalarga Marchador Horses.

Abstract: Morphometric traits are essential for assessing conformation, locomotion, and selection in equine breeding programs. However, manual measurements are laborious, require physical contact, and may cause stress to animals, highlighting the need for alternative technologies. Objective: This study evaluated the use of a portable 3D scanner for three-dimensional modeling and morphometric assessment of Mangalarga Marchador horses. Methods: Fifty-two adult horses were measured using manual and 3D scanning methods to assess ten morphometric traits: withers height (WH), hip height (HH), head length (HL), neck length (NL), back-loin length (BLL), croup length (CL), shoulder length (SL), body length (BL), head width (HW), and croup width (CW). Descriptive analyses summarized the distribution of 3D model quality by coat color and body region. Associations between methods were evaluated using Pearson correlation, while agreement was assessed using Bland-Altman analysis and the intraclass correlation coefficient (ICC). Results: The torso showed the highest proportion of satisfactory 3D reconstructions, whereas lower quality models were mainly observed in the limbs, head, and neck. Model quality was similar between coat colors. Higher correlations between manual and 3D measurements were observed for withers height, hip height, shoulder length, body length, and croup width (r > 0.60), with moderate to good agreement (ICC: 0.697-0.784; LoA: -9.94 - 5.20 cm). Traits related to the head, neck, and back-loin showed lower correlations and agreement (ICC < 0.30). Conclusions: Portable 3D scanning generated accurate models and reliable morphometric measurements for major body dimensions, although agreement was lower for more mobile anatomical regions.
Publication Date: 2026-04-23 PubMed ID: 42034132DOI: 10.1016/j.jevs.2026.105907Google Scholar: Lookup
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  • Journal Article

Summary

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Overview

  • This study assessed the use of portable 3D scanning technology for creating accurate three-dimensional models and measuring body traits of Mangalarga Marchador horses, comparing it to traditional manual measurement methods.

Introduction and Purpose

  • Morphometric traits (body measurements) are critical in horse breeding, locomotion analysis, and assessing physical conformation.
  • Traditional manual measurements are time-consuming, require direct contact with horses, and may stress the animals.
  • There is a need for alternative, non-invasive, and efficient measurement technologies.
  • The study’s objective was to evaluate a portable 3D scanner’s effectiveness for modeling and morphometric assessment of Mangalarga Marchador horses.

Methods

  • Subjects: 52 adult Mangalarga Marchador horses were involved.
  • Measurements: Ten morphometric traits were recorded, including:
    • Withers height (WH)
    • Hip height (HH)
    • Head length (HL)
    • Neck length (NL)
    • Back-loin length (BLL)
    • Croup length (CL)
    • Shoulder length (SL)
    • Body length (BL)
    • Head width (HW)
    • Croup width (CW)
  • Techniques:
    • Manual measurements were taken using standard tools.
    • Portable 3D scanning was used to create 3D models and derive measurements.
  • Data Analysis:
    • Descriptive analysis summarized the quality of 3D models considering coat color and body region.
    • Pearson correlation was used to analyze associations between manual and 3D-derived measurements.
    • Bland-Altman analysis assessed agreement and bias between methods.
    • The intraclass correlation coefficient (ICC) evaluated reliability and consistency.

Results

  • Quality of 3D Models:
    • The torso region had the highest proportion of satisfactory 3D reconstructions.
    • Lower quality models were mainly seen in limbs, head, and neck areas due to their mobility or complexity.
    • Model quality did not significantly vary with the horse’s coat color.
  • Comparison of Measurements:
    • Strong correlations (Pearson r > 0.60) between manual and 3D measurements were found for:
      • Withers height
      • Hip height
      • Shoulder length
      • Body length
      • Croup width
    • These traits also showed moderate to good agreement with ICC values ranging from approximately 0.70 to 0.78.
    • Bland-Altman limits of agreement indicated a measurement difference range of –9.94 cm to 5.20 cm for these traits.
    • Traits related to head, neck, and back-loin length exhibited lower correlation and poor agreement (ICC < 0.30), likely due to difficulties capturing mobile or complex anatomical areas with the scanner.

Conclusions and Implications

  • Portable 3D scanners are capable of producing accurate 3D models for horse body morphology, particularly for main torso and larger body dimensions.
  • 3D scanning provides reliable morphometric measurements that can supplement or partially replace manual measurements, improving efficiency and reducing animal stress.
  • The technology is less accurate for morphometric traits in movable or smaller regions such as the head, neck, and back-loin, suggesting these areas may require improved scanning protocols or supplementary methods.
  • The consistency across coat colors indicates the scanner’s adaptability to different horse appearances without quality degradation.
  • This technology shows promise for non-invasive assessment in equine breeding and management programs.

Cite This Article

APA
E Alves TTB, Teixeira CS, de Lana DS, Sancler-Silva YFR, Dallago GM, de Godoi FN, Schultz EB. (2026). Application of 3D scanning for modeling and morphometric assessment of Mangalarga Marchador Horses. J Equine Vet Sci, 105907. https://doi.org/10.1016/j.jevs.2026.105907

Publication

ISSN: 0737-0806
NlmUniqueID: 8216840
Country: United States
Language: English
Pages: 105907
PII: S0737-0806(26)00143-7

Researcher Affiliations

E Alves, Tiago Toledo Bittencourt
  • Departamento de Zootecnia, Universidade Federal de Viçosa, Av. P.H. Rolfs, Viçosa, Minas Gerais, Brazil, 36570-900.
Teixeira, Cristian Silva
  • Departamento de Zootecnia, Universidade Federal de Viçosa, Av. P.H. Rolfs, Viçosa, Minas Gerais, Brazil, 36570-900.
de Lana, Daniela Silvéria
  • Departamento de Zootecnia, Universidade Federal de Viçosa, Av. P.H. Rolfs, Viçosa, Minas Gerais, Brazil, 36570-900.
Sancler-Silva, Yamê Fabres Robaina
  • Departamento de Zootecnia, Universidade Federal de Viçosa, Av. P.H. Rolfs, Viçosa, Minas Gerais, Brazil, 36570-900.
Dallago, Gabriel Machado
  • Department of Animal Science, University of Manitoba, Winnipeg, Canada, R3T 2N2.
de Godoi, Fernanda Nascimento
  • Departamento de Produção Animal, Universidade Federal Rural do Rio de Janeiro, Instituto de Zootecnia, BR 465, Km 07,Seropédica, RJ, Brazil, 23897-000.
Schultz, Erica Beatriz
  • Departamento de Zootecnia, Universidade Federal de Viçosa, Av. P.H. Rolfs, Viçosa, Minas Gerais, Brazil, 36570-900. Electronic address: erica.schultz@ufv.br.

Conflict of Interest Statement

Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this manuscript.

Citations

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