Geometric Morphometric Analysis of Nasal and Orbital Regions in Mesocephalic Dogs: A Comparative Assessment Based on Climatic Origin

The nasal and orbital regions, in particular, exhibit remarkable variations in both respiratory functions and facial morphology. This study conducted a descriptive investigation of how morphological features in the nasal and orbital regions of mesocephalic dogs vary among individuals across different climates. This study does not aim to test the direct effect of climate on cranial morphology, but rather to evaluate whether a climate-based grouping of dog breeds corresponds to measurable shape variation. The skulls of 31 breeds were used in the study. Dogs were grouped according to whether they lived in harsh (n: 13), moderate (n: 11) and warm (n: 7) climates. The skulls were modeled using three-dimensional images provided by Kubinyi et al. (2024). 20 landmarks were marked in the nasal region (apertura nasalis ossea) and 22 in the left orbital region. The MorphoJ program was used. As a result of the PCA, it was observed that warm-climate dogs were partially separated according to the PC1 distribution graph. According to cross-validation scores, although not statistically significant, the harsh and warm climate dogs were correctly grouped with a high percentage (75%). The study reveals that there are certain morphological shape differences between different climate groups, and these differences show a remarkable trend towards climate-based separation. However, these differences are not at a level that would create a statistically significant separation. This situation points to a potential effect of climate on cranial shape variation, but suggests that the observed variation is largely related to breed-specific morphological characteristics.

Authors

Institutions

Publication Details

Journal
Harran Üniversitesi Veteriner Fakültesi Dergisi
Published
2026-06-26
DOI
https://doi.org/10.31196/huvfd.1944052
Primary Topic
Comparative Animal Anatomy Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Geometric Morphometric Analysis of Nasal and Orbital Regions in Mesocephalic Dogs: A Comparative Assessment Based on Climatic Origin

Yasin Demiraslan, Mustafa Orhun Dayan, İftar Gürbüz, Yasemin Üstündağ et al.
Harran Üniversitesi Veteriner Fakültesi Dergisi
Comparative Animal Anatomy Studies
article

Geometric Morphometric Analysis of Nasal and Orbital Regions in Mesocephalic Dogs: A Comparative Assessment Based on Climatic Origin

Yasin Demiraslan, Mustafa Orhun Dayan, İftar Gürbüz, Yasemin Üstündağ, Ece Oktay
article en

Abstract

The nasal and orbital regions, in particular, exhibit remarkable variations in both respiratory functions and facial morphology. This study conducted a descriptive investigation of how morphological features in the nasal and orbital regions of mesocephalic dogs vary among individuals across different climates. This study does not aim to test the direct effect of climate on cranial morphology, but rather to evaluate whether a climate-based grouping of dog breeds corresponds to measurable shape variation. The skulls of 31 breeds were used in the study. Dogs were grouped according to whether they lived in harsh (n: 13), moderate (n: 11) and warm (n: 7) climates. The skulls were modeled using three-dimensional images provided by Kubinyi et al. (2024). 20 landmarks were marked in the nasal region (apertura nasalis ossea) and 22 in the left orbital region. The MorphoJ program was used. As a result of the PCA, it was observed that warm-climate dogs were partially separated according to the PC1 distribution graph. According to cross-validation scores, although not statistically significant, the harsh and warm climate dogs were correctly grouped with a high percentage (75%). The study reveals that there are certain morphological shape differences between different climate groups, and these differences show a remarkable trend towards climate-based separation. However, these differences are not at a level that would create a statistically significant separation. This situation points to a potential effect of climate on cranial shape variation, but suggests that the observed variation is largely related to breed-specific morphological characteristics.

Harran Üniversitesi Veteriner Fakültesi DergisiVol. 15(2)
Selçuk University (TR), Istanbul University-Cerrahpaşa (TR), Dokuz Eylül Üniversitesi Hastanesi (TR), Burdur Mehmet Akif Ersoy Üniversitesi (TR)
Climate action
Openalex Percentile: Top 6%
Comparative Animal Anatomy Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.