Climate signatures in the morphological differentiation of worldwide modern human populations
Abstract
The ability of cranial morphology to reflect population/phylogenetic history, and the degree to which it might be influenced by environmental factors and selection pressures have been widely discussed. Recent consensus views cranial morphology as largely indicative of population history in humans, with some anatomical cranial regions/measurements being more informative on population history, while others being under selection pressure. We test earlier findings using the largest and most diverse cranial dataset available as yet: 7,423 male specimens from 135 geographic human population samples represented by 33 standard craniometric linear measurements. We calculated Mahalanobis D(2) for three datasets: complete cranial dataset; facial measurement dataset; and neurocranial measurement dataset; these morphological distance matrices were then compared to matrices of geographic distances as well as of several climatic variables. Additionally, we calculated Fst values for our cranial measurements and compared the results to the expected Fst values for neutral genetic loci. Our findings support the hypothesis that cranial, and especially neurocranial morphology, is phylogenetically informative, and that aspects of the face and cranium are subject to selection related to climatic factors. The Fst analysis suggest that selection to climate is largely restricted to groups living in extremely cold environments, including Northeast Asia, North America, and Northern Europe, though each of these regions appears to have arrived at their morphology through distinct adaptive pathways.
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Several studies have found that most aspects of the skull seem to be evolving neutrally, while the shape of the nasal aperture appears to be more differentiated across human populations than expected under genetic drift.
“Several studies have used this approach and found that while most aspects of the skull seem to be evolving neutrally, the shape of the nasal aperture appears to be more differentiated across human populations than expected under genetic drift [9,12,13].”
From Investigating the case of human nose shape and climate adaptation (2017) · cites this paper as [13]
Previous Qst-based studies of craniofacial divergence assumed h2 = 0.55 and c = 1, resulting in c/h2 greater than 1.
“In these studies, h2 was assumed to be 0.55 and c was implicitly assumed to be 1, resulting in c/h2 to be greater than 1.”
From Investigating the case of human nose shape and climate adaptation (2017) · cites this paper as [13]
Our findings provide support for the idea that differences in aspects of nose shape may have evolved across populations as a result of climate-related selection pressures.
“While our findings provide support for the idea that differences in aspects of nose shape may have evolved across populations as a result of climate-related selection pressures, something that has been demonstrated previously using craniometric data [2,12,13,41,42]”
From Investigating the case of human nose shape and climate adaptation (2017) · cites this paper as [13]
The modern human cranium overall appears to be mainly shaped by neutral evolutionary processes, while the modern human face reflects both phylogenetic and environmental factors.
“While the modern human cranium, overall, appears to be mainly shaped by neutral evolutionary processes [80][81][82] , the modern human face reflects both phylogenetic and environmental factors [81][82][83][84]”
From The evolutionary history of the human face (2019) · cites this paper as [82]
Both external nasal morphology and the nasal cavity are related to temperature and humidity.
“both the external nasal morphology and nasal cavity are related to temperature and humidity 80,82,85”
From The evolutionary history of the human face (2019) · cites this paper as [82]
While facial morphology carries a neutral genetic or population history signal, it is more strongly affected by climatic conditions than other parts of the cranium, especially in high latitude populations.
“while facial morphology does carry a neutral genetic or population history signal, it is more strongly affected by climatic conditions than other parts of the cranium, especially in high latitude populations 81,82,83”
From The evolutionary history of the human face (2019) · cites this paper as [82]
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“…(Roseman and Weaver, 2004)), 3D landmark data (Harvati and Weaver, 2006; von Cramon-Taubadel, 2009b) or different samples (Harvati and Weaver, 2006; Hubbe et al., 2009; von Cramon-Taubadel, 2009b), have repeatedly come to the conclusion that the morphological variation in the human skull has been…”
BackgroundMethodInfluentialThe Nasal Complex of Neanderthals: An Entry Portal to their Place in Human Ancestry
Márquez, S., Pagano, A. S., Delson, E., Lawson, W. B., & Laitman, J. T. (2014) · The Anatomical Record · doi:10.1002/ar.23040 · Cited by 50 · see citing works
“For example, cold-living populations from North America exhibit narrowing of the piriform aperture while Northern Europeans exhibit nasal projection in addition to tall, narrow piriform apertures (Hubbe et al., 2009).”
BackgroundAnthropometric Study of Three-Dimensional Facial Morphology in Malay Adults
Othman, S. A., Majawit, L. P., Hassan, W. N. W., Wey, M. C., & Razi, R. M. (2016) · PLoS ONE · doi:10.1371/journal.pone.0164180 · Cited by 53 · see citing works
Herrera, B., Hanihara, T., & Godde, K. (2014) · American Journal of Physical Anthropology · doi:10.1002/ajpa.22513 · Cited by 51 · see citing works
Into Eurasia: A geometric morphometric re-assessment of the Upper Cave (Zhoukoudian) specimens
Harvati, K. (2009) · Journal of Human Evolution · doi:10.1016/j.jhevol.2009.07.008 · Cited by 51 · see citing works
“Several recent studies have found neurocranial morphology, measured by both 3-D landmark data and conventional linear measurements, to be relatively highly correlated with population history (inferred from either neutral genetic data or using geographic distances as a proxy; Roseman, 2004; Harvati and Weaver, 2006a, b…”
BackgroundInfluentialPopulation history and ecology, in addition to climate, influence human stature and body proportions
Pomeroy, E., Stock, J. T., & Wells, J. C. K. (2021) · Scientific Reports · doi:10.1038/s41598-020-79501-w · Cited by 46 · see citing works
Brewster, C., Meiklejohn, C., von Cramon‐Taubadel, N., & Pinhasi, R. (2014) · Nature Communications · doi:10.1038/ncomms5094 · Cited by 45 · see citing works
Differential Scaling Patterns in Maxillary Sinus Volume and Nasal Cavity Breadth Among Modern Humans
Butaric, L. N. (2015) · The Anatomical Record · doi:10.1002/ar.23182 · Cited by 44 · see citing works
“Similar results have been obtained in other studies of craniofacial variation (Roseman, 2004; Harvati and Weaver, 2006; Hubbe et al., 2009), where the exclusion of samples from extreme climates leads to the loss of climatic signal.”
BackgroundResultvon Cramon‐Taubadel, N., & Smith, H. F. (2012) · Journal of Human Evolution · doi:10.1016/j.jhevol.2012.02.007 · Cited by 44 · see citing works
A Biodistance Analysis of Mandibles From Taiwan, Asia, and the Pacific
Pietrusewsky, M., Lauer, A., Tsang, C.-H., Li, K., & Douglas, M. T. (2016) · Elsevier eBooks · doi:10.1016/b978-0-12-801966-5.00024-x · Cited by 42 · see citing works
Butaric, L. N., & Maddux, S. D. (2016) · American Journal of Physical Anthropology · doi:10.1002/ajpa.22986 · Cited by 42 · see citing works
Maddux, S. D., Yokley, T. R., Svoma, B. M., & Franciscus, R. G. (2016) · American Journal of Physical Anthropology · doi:10.1002/ajpa.23032 · Cited by 41 · see citing works
A mixed model for the relationship between climate and human cranial form
Katz, D. C., Grote, M. N., & Weaver, T. D. (2015) · American Journal of Physical Anthropology · doi:10.1002/ajpa.22896 · Cited by 41 · see citing works
Maddux, S. D., & Butaric, L. N. (2016) · The Anatomical Record · doi:10.1002/ar.23447 · Cited by 41 · see citing works
“…samples was based on relatively well-established patterns of midfacial morphology (Howells, 1973b; Hanihara, 2000; Harvati and Weaver, 2006; Hubbe et al., 2009; Butaric, 2015; Freidline et al., 2015), we nevertheless assessed regional variation in both relative nasal cavity breadth and…”
BackgroundStrauss, A. M., & Hübbe, M. (2010) · Human Biology · doi:10.3378/027.082.0305 · Cited by 40 · see citing works
Are Neoclassical Canons Valid for Southern Chinese Faces?
Jayaratne, Y. S. N., Deutsch, C. K., McGrath, C. P. J., & Zwahlen, R. A. (2012) · PLoS ONE · doi:10.1371/journal.pone.0052593 · Cited by 40 · see citing works
“[20,21] These types of factors might have lead to significant ethnic differences in the facial morphology, e.”
BackgroundHornborg, A. (2020) · UCL Press eBooks · doi:10.2307/j.ctv13xps7k.12 · Cited by 39 · see citing works
Reyes‐Centeno, H., Ghirotto, S., & Harvati, K. (2017) · American Journal of Physical Anthropology · doi:10.1002/ajpa.23060 · Cited by 37 · see citing works
Self-citationMarks, T. N., Maddux, S. D., Butaric, L. N., & Franciscus, R. G. (2019) · American Journal of Physical Anthropology · doi:10.1002/ajpa.23840 · Cited by 37 · see citing works
Brain size and thermoregulation during the evolution of the genus Homo
Naya, D. E., Naya, H., & Lessa, E. P. (2015) · Comparative Biochemistry and Physiology Part A Molecular & Integrative Physiology · doi:10.1016/j.cbpa.2015.09.017 · Cited by 38 · see citing works
Climatic adaptation and Neandertal facial evolution: A comment on Rae et al. (2011)
Holton, N. E., Yokley, T. R., & Franciscus, R. G. (2011) · Journal of Human Evolution · doi:10.1016/j.jhevol.2011.08.001 · Cited by 36 · see citing works
von Cramon‐Taubadel, N., Stock, J. T., & Pinhasi, R. (2013) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2013.1337 · Cited by 36 · see citing works
Covariation in the Human Masticatory Apparatus
Noback, M. L., & Harvati, K. (2014) · The Anatomical Record · doi:10.1002/ar.23067 · Cited by 34 · see citing works
“The increase in animal foods toward the north is especially problematic as climatic adaptations of the cranium are also expected for colder regions (e.g., Davies, 1932; Beals et al., 1984; Roseman, 2004; Harvati and Weaver, 2006b; Hubbe et al., 2009; Noback et al., 2011).”
BackgroundMenéndez, L. P., Bernal, V., Novellino, P., & Pérez, S. I. (2014) · American Journal of Physical Anthropology · doi:10.1002/ajpa.22560 · Cited by 34 · see citing works
Hübbe, M., Okumura, M., Bernardo, D. V., & Neves, W. A. (2014) · American Journal of Physical Anthropology · doi:10.1002/ajpa.22607 · Cited by 32 · see citing works
“, 2007), with influence of natural selection majorly restricted to extremely cold climates (Roseman, 2004; Harvati and Weaver, 2006; Hubbe et al., 2009).”
BackgroundMatsumura, H., Tanijiri, T., Kouchi, M., Hanihara, T., Frieß, M., Moiseyev, V. G., Stringer, C. B., & Miyahara, K. (2022) · Scientific Reports · doi:10.1038/s41598-022-15883-3 · Cited by 34 · see citing works
Geographic structure of dental variation in the major human populations of the world
Hanihara, T. (2013) · Cambridge University Press eBooks · doi:10.1017/cbo9780511984464.019 · Cited by 32 · see citing works
Nasal cavity and maxillary sinuses form variation among modern humans of Asian descent
Evteev, A., & Grosheva, A. N. (2019) · American Journal of Physical Anthropology · doi:10.1002/ajpa.23841 · Cited by 32 · see citing works
The cranial morphology of the B otocudo I ndians, B razil
Strauss, A. M., Hübbe, M., Neves, W. A., Bernardo, D. V., & Atuí, J. P. V. (2015) · American Journal of Physical Anthropology · doi:10.1002/ajpa.22703 · Cited by 32 · see citing works
“Also, the strongest evidence of morphological retention in the Botocudo Indians is observed in the neurocranium, which has been shown to better reconstruct the phylogenetic relationships among modern humans when compared with other regions of the skull (Harvati and Weaver, 2006, 2008; Hubbe et al., 2009).”
BackgroundInfluentialIwo Eleru's place among Late Pleistocene and Early Holocene populations of North and East Africa
Stojanowski, C. M. (2014) · Journal of Human Evolution · doi:10.1016/j.jhevol.2014.02.018 · Cited by 28 · see citing works
A Geographic Cline of Skull and Brain Morphology among Individuals of European Ancestry
Bakken, T. E., Dale, A. M., Schork, N. J., & Initiative, A. D. N. (2011) · Human Heredity · doi:10.1159/000330168 · Cited by 29 · see citing works
“Longitude and latitude coordinates have previously been estimated for each of the populations studied [21] .”
Gruszka, K., Aksoy, S., Różyło‐Kalinowska, I., Mısırlı, M., Kalinowski, P., & Orhan, K. (2022) · Head & Face Medicine · doi:10.1186/s13005-022-00340-3 · Cited by 27 · see citing works
Inferring human neutral genetic variation from craniodental phenotypes
Rathmann, H., Perretti, S., Porcu, V., Hanihara, T., Scott, G. R., Irish, J. D., Reyes‐Centeno, H., Ghirotto, S., & Harvati, K. (2023) · PNAS Nexus · doi:10.1093/pnasnexus/pgad217 · Cited by 27 · see citing works
An alternative view of the peopling of South America: Lagoa Santa in craniometric perspective
Seguchi, N., McKeown, A. H., Schmidt, R., UMEDA, H., & Brace, C. L. (2010) · Anthropological Science · doi:10.1537/ase.090921 · Cited by 27 · see citing works
“with allegations that cranial morphology, such as dolichocephaly, brachycephaly, and alveolar prognathism, is supposedly very plastic in nature and responds rapidly to local prevailing environmental conditions (see Boas, 1912 for the origin of this idea; Suzuki, 1963, 1969; Necrasov, 1974; Jantz, 2000; Jantz and Meado…”
BackgroundNormal craniovascular variation in two modern European adult populations
Eisová, S., Píšová, H., Velemínský, P., & Bruner, E. (2019) · Journal of Anatomy · doi:10.1111/joa.13019 · Cited by 25 · see citing works
“In particular, the two geographical populations analyzed in this survey have different mean cranial forms (the Czech sample is more brachycephalic, whereas the Italian sample is more mesocephalic) but the same cranial size, in agreement with North–South craniometric trends (e.g. Beals et al. 1983, 1984; Relethford, 20…”
BackgroundResultEvteev, A., Movsesian, А. A., & Grosheva, A. N. (2017) · Journal of Human Evolution · doi:10.1016/j.jhevol.2017.02.008 · Cited by 26 · see citing works
“…the exact nature of the morphological changes that have occurred in the facial skeleton as a result of adaptation to climate remains, to some extent, controversial and unclear (Steegmann, 1970; Franciscus, 1995; Steegmann et al., 2002; Hubbe et al., 2009; Holton et al., 2011; Rae et al., 2011).”
BackgroundMethodResultInfluentialStansfield, E., Mitterœcker, P., Vasilyev, S., Vasilyev, S. V., & Butaric, L. N. (2021) · Scientific Reports · doi:10.1038/s41598-021-86830-x · Cited by 23 · see citing works
Fukase, H., Ito, T., & Ishida, H. (2015) · American Journal of Human Biology · doi:10.1002/ajhb.22786 · Cited by 22 · see citing works
“…and narrower nasal shape than those from hot and humid climates (Carey and Steegmann, 1981; Crognier, 1981; Davies, 1932; Franciscus and Long, 1991; Froment and Hiernaux, 1984; Glanville, 1969; Hiernaux and Froment, 1976; Hoyme, 1965; Hubbe et al., 2009; Thomson and Buxton, 1923; Weiner, 1954).”
BackgroundHumans preserve non-human primate pattern of climatic adaptation
Buck, L. T., Groote, I. D., Hamada, Y., & Stock, J. T. (2018) · Quaternary Science Reviews · doi:10.1016/j.quascirev.2018.05.032 · Cited by 22 · see citing works
“In recent humans there is a wealth of evidence that the nasal aperture (Betti et al., 2010; Carey and Steegmann, 1981; Evteev et al., 2014; Franciscus and Long, 1991; Hubbe et al., 2009; Roseman, 2004; Roseman and Weaver, 2004; Weiner, 1954; Wolpoff, 1968) and nasal cavity (Holton et al.”
InfluentialSwift, L., Obertová, Z., & Franklin, D. (2023) · International Journal of Legal Medicine · doi:10.1007/s00414-023-03031-z · Cited by 22 · see citing works
“The underlying aetiology of cranial morphological variation is related to a combination of factors, including mechanical loading of craniofacial muscles, subsistence patterns [25] and climate [20].”
Backgroundvon Cramon‐Taubadel, N. (2019) · Evolutionary Anthropology Issues News and Reviews · doi:10.1002/evan.21761 · Cited by 22 · see citing works
“Indeed, studies comparing neutral genetic variance apportionment (as measured by Wright's(84) F-statistics; FST) to the phenotypic analogues (PST or QST) 2,75,76,85 for cranial characters have found this to be the case, although some regions of the human cranium, such as the face, are more divergent from the expected…”
BackgroundChaiyasate, S., Fooanant, S., Navacharoen, N., Roongrotwattanasiri, K., Tantilipikorn, P., & Patumanond, J. (2015) · International Journal of Otolaryngology · doi:10.1155/2015/709302 · Cited by 22 · see citing works
“Nine of the patients had isolated unilateral or bilateral sphenoiditis, four patients had pansinusitis that also involved the sphenoid sinus, one patient had ethmoiditis, and one patient had both maxillary sinusitis and frontal sinusitis.”
BackgroundUsing CRANID to test the population affinity of known crania
Kallenberger, L., & Pilbrow, V. C. (2012) · Journal of Anatomy · doi:10.1111/j.1469-7580.2012.01558.x · Cited by 22 · see citing works
Paranasal sinuses: A problematic proxy for climate adaptation in Neanderthals
Noback, M. L., Samo, E., van Leeuwen, C. H. A., Lynnerup, N., & Harvati, K. (2016) · Journal of Human Evolution · doi:10.1016/j.jhevol.2016.06.003 · Cited by 21 · see citing works
“…of glacial Europe, Neanderthals, with their typical cranial shape, have received much attention with respect to cold adaptation (e.g., Coon, 1962; Schwartz and Tattersall, 1996; Churchill, 1998; Steegmann et al., 2002; Holton and Franciscus, 2008; Hubbe et al., 2009; see also; Harvati, 2015).”
BackgroundMenéndez, L. P. (2017) · American Journal of Physical Anthropology · doi:10.1002/ajpa.23355 · Cited by 21 · see citing works
Neanderthals and Their Contemporaries
Harvati, K. (2014) · Springer eBooks · doi:10.1007/978-3-642-27800-6_56-3 · Cited by 21 · see citing works
Population history of northern Vietnamese inferred from nonmetric cranial trait variation
Hanihara, T., Matsumura, H., Kawakubo, Y., COUNG, N. L., Thuy, N. K., Oxenham, M. F., & Dodo, Y. (2012) · Anthropological Science · doi:10.1537/ase.110909 · Cited by 20 · see citing works
“The degree to which morphological characteristics reflect population history or adaptive changes in subsistence behaviors, including environmental factors, has been the focus of much heated debate (Roseman, 2004; Betti et al., 2009; Hubbe et al., 2009; Relethford, 2010).”
BackgroundCastiglione, A., Pizzolante, R., Esposito, C., Santis, A. D., Palmieri, F., & Castiglione, A. (2016) · Future Generation Computer Systems · doi:10.1016/j.future.2016.08.001 · Cited by 20 · see citing works
“We remark that the GS is relative to a specific class of patients, which is characterized by age , gender and ethnicity [21].”
The navigational nose: a new hypothesis for the function of the human external pyramid
Jacobs, L. F. (2019) · Journal of Experimental Biology · doi:10.1242/jeb.186924 · Cited by 20 · see citing works
“This positive selection has been found for measures of nasal aperture (Hubbe et al., 2009; Crognier, 2009; Roseman and Weaver, 2004; Roseman, 2004), nasal skeleton protrusion (Carey and Steegmann, 1981) and living tissue measures (Zaidi et al.”
BackgroundEvolvability and craniofacial diversification in genus Homo
Baab, K. L. (2018) · Evolution · doi:10.1111/evo.13637 · Cited by 19 · see citing works
“…H. sapiens is attributable to genetic drift as a result of the serial founder effect over the past 50–60 kyr (González-José et al. 2004; Relethford 2010; Smith 2011), with additional climatic and dietary effects also apparent (Hubbe et al. 2009; Noback and Harvati 2015; Katz et al. 2016, 2017).”
BackgroundKim, S., Ward, L. A., Butaric, L. N., & Maddux, S. D. (2021) · The Anatomical Record · doi:10.1002/ar.24644 · Cited by 18 · see citing works
Measuring the effects of farming on human skull morphology
von Cramon‐Taubadel, N. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1711475114 · Cited by 18 · see citing works
Stereophotogrammetric Analysis of Nasolabial Morphology among Asian Malays: Influence of Age and Sex
Al-Khatib, A. R., Rajion, Z. A., Masudi, S. M., Hassan, R., Anderson, P. J., & Townsend, G. C. (2012) · The Cleft Palate-Craniofacial Journal · doi:10.1597/11-151 · Cited by 18 · see citing works
Testing Modern Human Out-of-Africa Dispersal Models Using Dental Nonmetric Data
Reyes‐Centeno, H., Rathmann, H., Hanihara, T., & Harvati, K. (2017) · Current Anthropology · doi:10.1086/694423 · Cited by 19 · see citing works
Different Cranial Ontogeny in Europeans and Southern Africans
Sardi, M. L., & Rozzi, F. R. R. (2012) · PLoS ONE · doi:10.1371/journal.pone.0035917 · Cited by 18 · see citing works
“Subsaharan Africans), providing greater surface for warming and humidifying inspired air through the contact with the nasal mucosa, which enables a better thermoregulation [29,31,32].”
BackgroundRoss, A. H., & Ubelaker, D. H. V. (2019) · Scientific Reports · doi:10.1038/s41598-019-48205-1 · Cited by 17 · see citing works
Environment‐Related Variation in the Human Mid‐Face
Cui, Y., & Leclercq, S. (2016) · The Anatomical Record · doi:10.1002/ar.23467 · Cited by 17 · see citing works
“…holds even when accounting for neutral genetic distances, suggesting climatic adaptation on this part of the face (Carey and Steegmann, 1981; Roseman, 2004; Harvati and Weaver, 2006; Hubbe et al., 2009; von Cramon-Taubadel, 2009; Noback et al., 2011; Evteev et al., 2014; Noback and Harvati, 2015).”
BackgroundInfluentialHübbe, M., Mata, A. T., Herrera, B., Sanvicente, M. E. B., González, A. G., Sandoval, C. R., Olguín, J. A., Núñez, E. A., & von Cramon‐Taubadel, N. (2020) · PLoS ONE · doi:10.1371/journal.pone.0227444 · Cited by 17 · see citing works
The influence of climate and population structure on East Asian skeletal morphology
Cho, E. O., Cowgill, L. W., Middleton, K. M., Blomquist, G. E., Savoldi, F., Tsoi, J. K. H., & Bornstein, M. M. (2022) · Journal of Human Evolution · doi:10.1016/j.jhevol.2022.103268 · Cited by 16 · see citing works
Quinto‐Sánchez, M., Muñoz‐Muñoz, F., Gómez‐Valdés, J., Cintas, C., Navarro, P., de Cerqueira, C. C. S., Paschetta, C., de Azevedo, S., Ramallo, V., Acuña-Alonzo, V., et al. (2018) · Scientific Reports · doi:10.1038/s41598-018-19324-y · Cited by 16 · see citing works
Rathmann, H., Stoyanov, R. V., & Posamentir, R. (2021) · International Journal of Osteoarchaeology · doi:10.1002/oa.3043 · Cited by 15 · see citing works
Effects of Thermal Environment on Bone Microenvironment: A Narrative Review
Yin, J., Guan, Q., Chen, M., Cao, Y., Zou, J., & Zhang, L. (2025) · International Journal of Molecular Sciences · doi:10.3390/ijms26083501 · Cited by 14 · see citing works
“Humans who have been exposed to high-temperature environments for long periods may evolve narrow nostrils and skulls, which are highly effective for dissipating heat, to adapt to their environment [33].”
Bosman, A. M., Moisik, S. R., Dediu, D., & Waters‐Rist, A. L. (2017) · HOMO · doi:10.1016/j.jchb.2017.08.002 · Cited by 14 · see citing works
“The discrepancy in size between individuals from the samples is not only influenced by sexual dimorphism but also by other factors such as diet, climate and geographic patterning (Bejdová et al., 2013; Hubbe et al., 2009; Nicholson and Harvati, 2006).”
BackgroundEvidence of different climatic adaptation strategies in humans and non-human primates
Buck, L. T., Groote, I. D., Hamada, Y., Hassett, B. R., Ito, T., & Stock, J. T. (2019) · Scientific Reports · doi:10.1038/s41598-019-47202-8 · Cited by 13 · see citing works
Nonmetric Cranial Trait Variation and Ancestry Estimation in Asian and Asian‐Derived Groups
Atkinson, M. L., & Tallman, S. D. (2019) · Journal of Forensic Sciences · doi:10.1111/1556-4029.14234 · Cited by 14 · see citing works
- Authors
- Hubbe, M., Hanihara, T., & Harvati, K.
- Affiliations
- Kitasato University (JP)
- Max Planck Institute for Evolutionary Anthropology (DE)
- Corresponding author
- Harvati, Katerina
- ORCID
- Harvati, Katerina
- Venue
- The Anatomical Record
- Publisher
- Wiley
- Published
- 2009-08-28
- Volume
- 292
- Issue
- 11
- Pages
- 1720-1733
- ISSN
- 1932-8486 (ISSN-L)
- 1932-8494
- OpenAlex
- W2105659362
- Cited by
- 217
- References
- 57
- Citations by year
- 2026: 7 · 2025: 14 · 2024: 8 · 2023: 9 · 2022: 11 · 2021: 15 · 2020: 9 · 2019: 15 · 2018: 15 · 2017: 16 · 2016: 15 · 2015: 23 · 2014: 22 · 2013: 10 · 2012: 8
- FWCI
- 11.29
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- The Anatomical Record (publishedVersion)
- PubMed (publishedVersion)
- Max Planck Institute for Plasma Physics (submittedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion)
- Topics
- Physical Sciences › Mathematics › Geometry and Topology › Morphological variations and asymmetry
- Social Sciences › Arts and Humanities › Archeology › Forensic Anthropology and Bioarchaeology Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Forensic and Genetic Research
- Keywords
- skull morphology, facial morphology, climate change adaptation, natural selection, human population history, phylogenetic signal, craniometric measurements, Mahalanobis distance, FST, geographic distance, cold environment, adaptive evolution, human populations
- MeSH terms
- Acclimatization, Adaptation, Physiological, Anthropology, Physical, Anthropometry, Asia, Cephalometry, Climate, Cold Climate, Europe, Biological Evolution, Facial Bones, Fossils, Genetics, Population, Geography, Humans, Male, North America, Phenotype, Phylogeny, Population, Population Dynamics, Selection, Genetic, Skull, Genetic Variation
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