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Neuroanatomy of the late CretaceousThescelosaurus neglectus (Neornithischia: Thescelosauridae) reveals novel ecological specialisations within Dinosauria

Scientific Reportsvolume 13, Article number: 19224 (2023)Cite this article

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Abstract

Ornithischian dinosaurs exhibited a diversity of ecologies, locomotory modes, and social structures, making them an ideal clade in which to study the evolution of neuroanatomy and behaviour. Here, we present a 3D digital reconstruction of the endocranial spaces of the latest Cretaceous neornithischianThescelosaurus neglectus, in order to interpret the neuroanatomy and paleobiology of one of the last surviving non-avian dinosaurs. Results demonstrate that the brain ofThescelosaurus was relatively small compared to most other neornithischians, instead suggesting cognitive capabilities within the range of extant reptiles. Other traits include a narrow hearing range, with limited ability to distinguish high frequencies, paired with unusually well-developed olfactory lobes and anterior semicircular canals, indicating acute olfaction and vestibular sensitivity. This character combination, in conjunction with features of the postcranial anatomy, is consistent with specializations for burrowing behaviours in the clade, as evidenced by trace and skeletal fossil evidence in earlier-diverging thescelosaurids, although whether they reflect ecological adaptations or phylogenetic inheritance inT. neglectus itself is unclear. Nonetheless, our results provide the first evidence of neurological specializations to burrowing identified within Ornithischia, and non-avian dinosaurs more generally, expanding the range of ecological adaptations recognized within this major clade.

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Introduction

Reconstructing the ecology and behaviour of fossil taxa relies upon multiple lines of evidence and inference1 including paleoneurology, the study of the brain and other nervous tissues of extinct animals2,3. The neurology of extinct taxa can be investigated through study of endocasts taken from the internal surfaces of the cranial vault2,3, representing the surface of the dural envelope, providing information on the size and structure of the brain and its major regions, variables intrinsically linked to sensory perception, cognition, and behaviour2,3,4,5,6. Similarly, the shape of the endosseous labyrinth of the inner ear informs reconstruction of equilibrium perception7,8, locomotory behavior7, and hearing range9. Together, these data provide valuable information on organismal paleobiology and evolutionary patterns in sensorineural anatomy accompanying ecological and behavioural transitions observed in the fossil record (e.g.2,10,11,12,13).

Ornithischian dinosaurs expressed remarkable diversity in body size14, trophic adaptations15, climatic range16, gait17, and social interactions (18,19, and references therein), and trace and body fossils demonstrate specific behaviours such as flocking (e.g.20,21) and burrowing22. Consequently, Ornithischia is an ideal clade in which to investigate sensorineural patterns associated with behavioural evolution23,24,25. However, whereas endocasts are relatively well-known from thyreophorans, ceratopsians, and iguanodontian ornithopods (26 and references therein), they are more sparsely sampled across the remainder of Ornithischia.

Here, we present a three-dimensional endocranial reconstruction based upon CT-scanning of the skull of NCSM 15728 (‘Willo’), a specimen of the latest-Cretaceous27 neornithischianThescelosaurus neglectus (Gilmore28). CT-scanning and virtual segmentation carry many advantages over classical techniques in palaeoneurology, allowing extraction of fine-scale information29 and virtual restoration of deformed braincases30. Although known for over a century from multiple specimens encompassing most of the skeleton31, the biology and ecology ofThesceosaurus remain enigmatic. It is unusual in both its large size27 and robust proportions32,33 relative to phylogenetically proximate taxa, and assessments of its locomotory behaviour have ranged from an agile and cursorial34 through graviportal33,35,36,37 biped, or even as facultatively quadrupedal33. The phylogenetic position ofThescelosaurus is similarly controversial38, considered either a late-surviving non-iguanodontian ornithopod (e.g.38,39,40,41), or as the eponymous member of a relatively poorly-understood family of non-cerapodan neornithischians, the Thescelosauridae (e.g.42,43,44,45,46). To date, no digital endocasts have been generated for any putative thescelosaurids, whereas physical endocasts are either incomplete and provide limited information47,48 or are known48 from a probable juvenile27 (the holotype ofT. assiniboiensis27). The latter is problematic, as ornithischian endocasts are known to vary considerably through ontogeny49. Consequently, our results help to illuminate endocranial anatomy in an under-sampled region of the ornithischian tree; elucidate the biology of one of the last-surviving, but poorly-understood, non-avian dinosaurs; and inform the ecological range present among dinosaur taxa immediately prior to the end-Cretaceous mass extinction.

Institutional abbreviations

AMNH—American Museum of Natural History, New York, USA. CMN—Canadian Museum of Nature, Ottawa, Canada. MNHN—Muséum national d’Histoire Naturelle, Paris, France. NCSM—North Carolina Museum of Natural Sciences, Raleigh, USA. PKUP—Peking University Palaeontological Collections, Beijing, China. RBINS—Royal Belgian Institute of Natural Sciences, Brussels, Belgium. ROM—Royal Ontario Museum, Toronto, Canada. YPM—Yale Peabody Museum, New Haven, USA.

Results

Endocast reconstruction

The skull of NCSM 15728 (Fig. 1a) has suffered some ventrolateral shearing, leading to partial disarticulation of the braincase (Fig. 1a–c). We therefore retrodeformed30 the braincase to accurately portray its original dimensions (Fig. 1d, e) and, by extension, the original shape of the endocranial spaces (see "Methods"). This permits reconstruction of a cranial endocast, representing the surface of the dural envelope (Fig. 1e–k) and the endosseous labyrinth of the inner ear (Fig. 2). Representative measurements of the endocast are given in Supplementary TableS1, and detailed description and comparisons of endocranial morphology are provided in the supplementary information and supplementary figuresS1S3.

Figure 1
figure 1

Reconstructed skull, braincase, and endocast of NCSM 15728. (a) Surface render of the skull of NCSM 15728 in oblique right lateral view. (b) Posterior half of the skull in oblique right lateral view, with the segmented bones of the braincase and skull roof in color and the other skull elements as translucent. (c) Segmented braincase as preserved in oblique right lateral view. d) Retrodeformed braincase in right lateral view. (e) Reconstructed endocast within the braincase, with the dural envelope in blue, endosseous labyrinth in pink, cranial nerves in yellow, arteries in red, veins in purple, and surrounding bones as translucent. (fj) Endocast with minimum estimated size of the cerebrum, in right lateral (f), ventral (g), dorsal (h), anterior (i), and posterior (j) views. (k) Endocast with maximum estimated cerebrum in right lateral view. Abbreviations as follows: bo = basioccipital, bs = fused basisphenoid and parasphenoid rostrum, ca = carotid artery, ce = cerebral hemispheres, CN = cranial nerve/cranial nerve exit, cv = caudal middle cerebral vein, dp = dural peak, ex = exoccipital, FeO = fenestra ovalis, FeM = foramen metoticum, fl = flocculus, fr = frontal, hy = hypophysis, ls = laterosphenoid, lv = longitudinal venous sinus, ob = olfactory bulb, op = opisthotic, ol = optic lobe, ot = olfactory tract, pa = parietal, pr = prootic, so = supraoccipital, st = stapes. CN = cranial nerve, ca = carotid artery, cv = caudal middle cerebral vein. Scale bar = 200 mm for a-e and 100 mm for (fk).

Figure 2
figure 2

Reconstructed endosseous labyrinth of NCSM 15728. (af) Right labyrinth in lateral (a), medial (b), dorsal (c), ventral (d), anterior (e), and posterior (f) views. (g) Restored skull oriented in the “alert posture”. Abbreviations as follows: amp = ampulla, asc = anterior semicircular canal, coc = endosseous cochlear duct (lagena), crc = crus communis, fv = vestibule of inner ear, lsc = lateral semicircular canal, psc = posterior semicircular canal. Scale bar = 10 mm for a-f and 50 mm for g.

Relative brain size

The Encephalization Quotient (EQ) provides a measure of the overall brain size of an organism relative to its mass5,6. The calculated reptile encephalization quotient50 (REQ) range forT. neglectus indicates its brain was of average or below-average size for a reptile of its mass, smaller than those reported from all other neornithischians other than ceratopsids, and most similar to those ofTriceratops and thyreophorans (Table1). Even assuming a greater 60%51 or 73%25 endocranial fill, the REQ ofT. neglectus still falls within the range of extant reptiles and below those observed in non-ceratopsid ceratopsians and ornithopods, as well as that estimated forLeaellynasaura (1.1–1.852), although the probable juvenile status of the latter specimen limits the paleoneurological conclusions that can be drawn from it53. To ensure comparability of results, REQs were re-calculated for other ornithischian taxa using updated brain tissue density, endocranial fill, and body mass estimates, where necessary (see "Methods"). Re-calculated REQs of these taxa remain broadly similar to previous estimates, although with slight differences due to differences in the density of brain tissues and body masses used herein (Table1).

Table 1 Reptile encephalization quotient (REQ) values calculated for a range of ornithischian taxa.

Olfactory tract size and olfactory ratio

The olfactory tract ofT. neglectus is large, with the olfactory bulbs making up ~ 3% of the total endocast volume (Supplementary TableS1), exceeding the relative volume exhibited by extant birds (includingApteryx)54 and overlapping with values reported for rodents and lagomorphs55. The olfactory ratio provides a proxy for olfactory acuity in fossil taxa56. The calculated olfactory ratio ofT. neglectus is also large, greater than observed in extant birds57 and more comparable in magnitude to those ofEuoplocephalus,Alligator, and predatory theropods than toHypacrosaurus,Triceratops, or herbivorous theropods (Fig. 3a, Supplementary TableS2). However, the olfactory tract exhibits a high degree of allometric independence from the rest of the brain58 making it difficult to generalise comparisons of absolute magnitudes across large phylogenetic scales. Phylogenetic generalised least squares (pgls) regressions of olfactory ratio against body mass were used to compare development of the olfactory tract among non-avian dinosaurs (see "Methods"). A significant relationship was retrieved regardless of the topology used (Fig. 3a): further, comparison of residuals indicates thatT. neglectus did indeed have a substantially larger olfactory ratio than expected for its size, more so than any other sampled taxon (Fig. 3b).

Figure 3
figure 3

Comparison of olfactory ratio betweenT. neglectus and other archosaur taxa. a) Results of phylogenetic generalized least-squares regression of log10-transformed olfactory ratio against body mass, across 100 phylogenetic trees. The regression line from the best-performing iteration (modelp = 2.34E−10, R2 = 0.831) is given in red, and the total range of regression lines across all topologies in grey (medianp = 9.22E−09, R2 = 0.768). See Supplementary Information3for full results. b) Boxplots of residuals from the 100 pgls regressions, with the medians given by midlines, whiskers equalling 1.5× the interquartile range, and outliers beyond this as points. Zero is marked by the horizontal red line. X-axis label abbreviations as follows: Cn = Ceratosaurus nasicornis, Mc = Majungasaurus crenatissimus, Aa = Acrocanthosaurus atokensis, Af = Allosaurus fragilis, Cs = Carcharodontosaurus saharicus, Gc = Giganotosaurus carolinii, Dp = Dilong paradoxus, Tb = Tarbosaurus bataar, Tr = Tyrannosaurus rex, Gb = Garudimimus brevipes, Db = “Dromiceiomimus brevitertius”, Oe = Ornithomimus edmontonicus, Sa = Struthiomimus altus, Ea = Erlikosaurus andrewsi, Co = Citipati osmolskae, Bf = Bambiraptor feinbergi, Sl = Saurornitholestes langstoni, Vm = Velociraptor mongoliensis, Al = Archaeopteryx lithographica, Ss = Stegosaurus stenops, Et = Euoplocephalus tutus, Tn = Thescelosaurus neglectus, Ha = Hypacrosaurus altispinus, Sv = Stegoceras validum, T = Triceratops sp. See Supplementary TableS2 for ornithischian olfactory ratio data.

Hearing range

The calculated best hearing range9 ofT. neglectus occupies a narrow low-frequency range of ~ 1854 Hz (approx. 296–2150 Hz), a frequency of best hearing9,59 of ~ 1100–1200 Hz, and an upper limit of hearing59 of 3051 Hz. This is robust to the choice of scaling relationship used, with best hearing frequency broadly similar whether derived from the length of the endosseous cochlear duct9 or estimated basilar papilla length59 (Supplementary TableS3). This hearing range is similar to those reported from some crocodilians (e.g.,Caiman crocodylus, best hearing range = 300–2000 Hz, mean best hearing = 1150 Hz60) and squamates (e.g.,Chalcides occelatus, best hearing range = 300–2000 Hz, mean best hearing = 1150 Hz61), but is lower than those of other small neornithischians (e.g.Dysalotosaurus, best hearing range =  ~ 350–3850 Hz, mean best hearing = 2100 Hz62, see Discussion and Supplementary TableS3), and extant birds9.

Semicircular canals

Thescelosaurus exhibits a very long and slender anterior semicircular canal (ASC), relative to both the lateral (LSC) and posterior (PSC) semicircular canals. Comparison of semicircular canal height across Ornithischia reveals thatT. neglectus has a tall ASC, low PSC, and large ASC height: PSC height ratio relative to its skull length (Fig. 4a–d), greater than that known from any other ornithischian (Fig. 4d). A significant relationship was resolved between PSC height and skull length but not ASC height and skull length (Fig. 4a, b).

Figure 4
figure 4

Results from pgls regressions of log10-transformed semicircular canal heights against skull length. (a) anterior semicircular canal (ASC) height against skull length (best-performing modelp = 0.127, R2 = 0.266; medianp = 0.193, R2 = 0.202). (b) posterior semicircular canal (PSC) height against skull length (best-performing modelp = 0.000164, R2 = 0.846; medianp = 0.000163, R2 = 0.846). (c) anterior semicircular canal height against posterior semicircular canal height (best-performing modelp = 0.012, R2 = 0.481, medianp = 0.0136, R2 = 0.472). (d) anterior canal height divided by posterior canal height, against skull length (best-performing modelp = 0.00894, R2 = 0.551; medianp = 0.0222, R2 = 0.458). Results are plotted by taxon and locomotor style (see Materials and methods for decisions on quadrupedal vs. bipedal taxa). Heights of the anterior and posterior semicircular canals measured as their maximum diameter measured perpendicular to the long axis of the lateral semicircular canal. All pgls regressions conducted across 100 phylogenetic trees: regression lines from the best performing of these iterations in red, the range across all trees given in grey.

Extant tetrapods generally orient the LSC horizontally when adopting a typical “alert” head posture (29 and references therein, but see63). Orienting the LSC horizontally inT. neglectus (Fig. 2g) results in a slightly upturned head posture, with the tip of the premaxilla lying flush with the foramen magnum, and the oral margin inclined at ~ 6°. This differs from the ventrally deflected alert postures reconstructed for ankylosaurs64, ceratopsians65,66,Tenontosaurus67, hadrosaurs (Figs.2,3,4 in23) and many saurischians29,68, but similarly inclined postures have been reported forDysalotosaurus62 and the sauropodomorphMassospondylus68.

Discussion

Sensory biology ofThescelosaurus neglectus

The reconstructed endocast ofThescelosaurus neglectus exhibits a combination of characters that are plesiomorphic for Ornithischia (elongate olfactory tract, expanded cerebral hemispheres69), or at least widely distributed within the clade (short cochlear duct62, expansive dural peak49,70) (see Supplementary Information). The endocast ofT. neglectus differs from those of other ornithischians primarily in characters related to its sensory biology and ecology, exhibiting a unique combination of a limited hearing range, large olfactory ratio, low REQ, and elongate ASC (Fig. 5).

Figure 5
figure 5

Comparison of the endocast ofT. neglectus with other ornithischians. Simplified phylogeny of Ornithischia, after42. Endocasts (left) and endosseous labyrinths (right) are illustrated for (from top): the stegosauridStegosaurus (redrawn from70), the ankylosauridEuoplocephalus (redrawn from70), the thescelosauridThescelosaurus, the dryosauridDysalotosaurus (redrawn from49), the hadrosauridHypacrosaurus (redrawn from23), the protoceratopsidProtoceratops (redrawn from161), and the ceratopsidPachyrhinosaurus (redrawn from172). Endocast lengths are scaled in proportion to REQ1/3 for each taxon (Table1), with the REQ ofTriceratops used to approximate that ofPachyrhinosaurus. Endosseous labyrinth heights are scaled in proportion to the ASC height: PSC height ratio of each taxon. Distribution of sensorineural characters discussed in the text is indicated. Orn. = Ornithopoda.

The short cochlear duct ofT. neglectus suggests limited ability to discriminate low and high-frequency sounds relative to many other ornithischian taxa. Its calculated best hearing range (~ 296–2150 Hz) is narrower than that reported for the dryosauridDysalotosaurus (~ 350–3850 Hz62), withThescelosaurus exhibiting less sensitivity to higher frequencies, while also lacking the enhanced sensitivity toward low frequencies observed in lambeosaurines23. By contrast, the observed very high olfactory ratio, which correlates with olfactory acuity56, suggests an acute sense of smell inThescelosaurus. Among ornithischians, comparably high olfactory ratios are also observed in ankylosaurs (Fig. 3a, b), for which manual surface-digging for buried food has been posited71,72. The robust forelimbs33,73 and rostrally fused premaxillae74 ofThescelosaurus could similarly have been used to unearth foodstuffs such as roots and tubers located via olfaction.

Relative brain size and encephalisation quotient

Relative brain size and the encephalization quotient have long been considered to correlate positively with increased cognitive ability and behavioural complexity4,5,6,50, and empirical studies have linked greater relative size of the brain with increased performance in cognitive tasks such as learning75,76, memory77, problem-solving78, behavioural flexibility79, and innovation80,81. Increased absolute or relative brain size has also been widely linked to greater social cognition80,82,83,84, as required in larger85 (but see86), more complex82,83, or competitive86,87 groups, with the increased REQ and forebrain volume of styracosternan ornithopods likewise used to suggest large group sizes25 and complex social interaction23,88. Consequently, the ‘reptilian’ REQ ofT. neglectus may indicate a cognitive and behavioural range within that of extant reptiles, and less complex social interactions and/or smaller group sizes than in other sampled Late Cretaceous ornithischians. This would be consistent with the short cochlear duct, implying a lack of vocalizations and, in-turn, small aggregation sizes9, inThescelosaurus, and also its lack of bony ornaments for use in intraspecific signalling and combat, as present in many other ornithischian taxa (see18,19, and references therein). Multiple small, probable juvenile, individuals ofThescelosaurus are preserved in a multi-taxon bonebed from the ‘convenience store’ locality of the Frenchman Formation27, providing possible counter-evidence for larger aggregations. However, it is presently unknown if this association represents a genuine biological signal, or is instead the result of preservational biases27, and the total number of individuals is not reported. Among other thescelosaurids, multiple associations of 2–3 individuals, including adult-juvenile associations postulated to represent family groupings, are known fromOryctodromeus22,89 and a new taxon from the Mussentuchit Member of the Cedar Mountain Formation90. This lends some tenuous support to similarly small group size inThescelosaurus, although it is possible these proximate smallOryctodromeus groups belonged to a larger colony89. Ultimately, hypotheses of group sizes inThescelosaurus are difficult to test.

Furthermore, any estimation of the neuroanatomy and behaviour of fossil animals is difficult, and comparison of brain size measurements alone, without reference to neural circuitry, is an oversimplification91,92. Moreover, most comparative cognitive studies have focused on mammals, which may be problematic given the fundamental differences between the pallia of extant mammals and birds91. Indeed, complex behaviours and advanced cognitive skills are known from extant reptiles despite their relatively low EQs93, and the validity of EQ as a measure of ‘intelligence’ is doubtful91,94,95, with work on primates suggesting absolute brain size is instead a better predictor of cognitive performance94,95. Despite its smaller overall endocast size, comparison of brain regions indicates that the cerebral hemispheres—responsible for ‘higher’ cognitive functions85—occupy ~ 30% of the total endocast volume inT. neglectus, a greater proportion than in some iguanodontians such asDysalotosaurus (~ 16%25, see Supplementary TableS4). This may be a consequence of the relatively smaller brain size ofThescelosaurus; more complex patterns of cerebrum evolution in Neornithischia than previously recognized; or, alternatively, independent expansion of the cerebral hemispheres—and so, by inference, cognitive capacity—in the lineage leading toThescelosaurus, parallel with the stepwise increases in forebrain volume observed within Iguanodontia23,24,25,88,96. Nonetheless, the cerebral hemispheres ofT. neglectus remain proportionately smaller than inProa and most hadrosaurids (~ 40%23,24,25, see Supplementary TableS4). This, together with the absolutely smaller size of its endocast and lower REQ, suggests comparatively simple cognitive ability and less complex behaviours inT. neglectus than in coeval ornithopods, and the small absolute size of the endocast compared to ankylosaurids and neoceratopsians may also be notable.

Endocranial anatomy and agility inThescelosaurus neglectus

Since its discovery, the locomotory performance ofThescelosaurus has been controversial. Although originally reconstructed as an agile, cursorial animal on the basis of its bipedal skeletal proportions and size34, subsequent authors have typically consideredThescelosaurus to have been poorly adapted to running due to its overall robust build and the structure of the hindlimb33,35,36. Specifically, adultThescelosaurus exhibit a longer femur than tibia, and relatively short metatarsals32,33,35,37, unlike extant cursorial mammals, cursorial theropods, and the cursorial neornithischiansParksosaurus,Dryosaurus,Dysalotosaurus andHypsilophodon33,37. Instead, it exhibits proportions more comparable to those observed in large hadrosaurids33, and it has been suggested thatThescelosaurus represented an independent acquisition of graviportality33,36,37, or possibly even facultative quadrupedality33, parallel to that observed in iguanodontian ornithopods. Despite this,Thescelosaurus does differ from graviportal iguanodontians in other hindlimb characters such as the more proximal location of the fourth trochanter of the femur33,37, resulting in a lower moment arm for the caudofemoralis musculature and faster, but less efficient, retraction of the hindlimb, an adaptation towards fast running also seen in taxa such asParksosaurus,Hypsilophodon andDryosaurus33,37. However, the fourth trochanter ofThescelosaurus is still situated more distally than in other thescelosaurids such asKoreanosaurus97, indicating reduced relative hindlimb retraction speed, but greater power, relative to immediate outgroups. Consequently, the bulk of the evidence suggests reduced cursoriality and greater hindlimb retraction power inThescelosaurus relative to earlier-diverging thescelosaurids and outgroups.

The dimensions of the flocculus may provide indirect evidence of agility as a proxy for the size of the floccular lobes, which are important in gaze stabilization through coordinating the vestibular system with the muscles of the eyes and neck98,99. The small, indistinct flocculus observed here (Fig. 1f) implies reduced agility inThescelosaurus, especially when compared to the large flocculi ofDryosaurus andZephyrosaurus48. However, flocculus size decreases through ontogeny inDysalotosaurus49, and small flocculi are also observed in taxa such asHypsilophodon48 which nonetheless shows clear postcranial correlates of cursoriality37. Moreover, the floccular fossa houses other structures in addition to the floccular lobe itself, and its size has been found to represent a poor proxy of locomotory mode in extant birds99, and likewise does not distinguish quadrupedal and bipedal ornithischians100. Consequently, the size of the flocculus appears an unreliable indicator of agility or locomotory behaviour in dinosaurs99, necessitating alternative proxies.

The small flocculus inT. neglectus contrasts with its extremely elongate anterior semicircular canal (Figs.2,4a, d). The semicircular canals sense rotational acceleration of the head and help to coordinate gaze stabilization7,98, with elongation (increased radius) of the canals hypothesised to result in greater sensitivity7,101. Consequently, measurements of the semicircular canals may provide proxies for locomotory behaviour and agility in extinct organisms (e.g.7,13,29,98,102, but see12,103,104), and lengthening of the anterior semicircular canal (ASC), and probably also the posterior canal (PSC), which both sense balance (changes in pitch and roll), correlate with bipedality in dinosaurs102. Within ornithischians specifically, it has been suggested that the ratio between ASC height: PSC height positively correlates with locomotory agility24, based on the observation that the secondary evolution of quadrupedality and reduced agility in ornithopods is accompanied by a reduction in relative ASC height24. We find some support for this relationship here by recovering a significant relationship between PSC and skull length but not ASC and skull length, implying that PSC height is controlled by spatial constraints in the skull whereas ASC height varies with ecology. However, this is more likely a result of low statistical power due to the very small taxon sample size available here (n = 10–11), and these results should be considered provisional. Nonetheless, the extremely long ASC suggests acute balance sensitivity, and so possibly high agility, inThescelosaurus.

In sum, synthesis of agility correlates across the skeleton ofThescelosaurus yield contradictory signals, with acute balance inferred from the ASC conflicting with the reduced cursoriality of the hindlimb. This conflict may be due to ecological constraints on the hindlimb.Thescelosaurus inhabited coastal-plain environments including swamps and marshes105, and is more commonly found in channel and near-channel deposits106,107. Among large ungulates, semiaquatic taxa that have to travel through slippery or sticky muddy substrates exhibit less cursorial forelimbs, with greater leverage for the muscles powering propulsion108. Robust hindlimbs, adapted for stability and powerful retraction, may similarly have been more important for navigation of wet environments than typical cursorial adaptations inThescelosaurus. Moreover, the short PSC (Fig. 4b) and unelongated LSC (Fig. 2)—responsible for sensing turning movements and important during navigation at high speeds102further suggests thatT. neglectus was not highly agile but instead relatively graviportal, and that its acute balance sensitivity does not reflect locomotory performance. Instead, the expanded endosseous labyrinth ofThescelosaurus, in conjunction with other endocranial and skeletal data, leads us to alternative hypotheses.

Semi-fossorial behaviours inThescelosaurus and other small neornithischians

Among vertebrates, the character combination preserved inT. neglectus is unique among sampled ornithischians (Fig. 3) but common to many fossorial and semi-fossorial taxa (although anatomical adaptations to fossoriality may differ markedly between clades109). Specifically, these are: relatively small overall brain size110,111,112; relatively large olfactory bulbs112; limited hearing range, with poor sensitivity to high-frequency sounds (e.g.113,114,115,116); enhanced equilibrium sensitivity117 of the ASC8, but not the LSC118 or PSC8; and more robust skeletal elements with less cursorial limbs119,120.

Although the phylogenetic position ofThescelosaurus remains controversial38, it is broadly considered to be phylogenetically proximate to Orodrominae within Neornithischia (e.g.22,31,41), with multiple analyses resolving Orodrominae as the sister-group to Thescelosaurinae, together forming a monophyletic Thescelosauridae (e.g.27,31,42,43,44,45,46). Compelling trace22,89,121 and body fossil22,73,122 evidence for fossorial behaviours are known from the orodromineOryctodromeus, including individuals entombed within preserved subterranean burrows22,89,121. Morphological and sedimentological comparison suggests that other orodromine taxa (e.g.,Orodromeus,Koreanosaurus, undescribed Mussentuchit thescelosaurid) were also burrowers22,97,123,124. AlthoughThescelosaurus lacks the same degree of anatomical specialization as seen inOryctodromeus—such as the increased sacral count and pubosacral articulations, interpreted as adaptations towards reinforcing the pelvis against forces encountered when bracing the body using the hindlimbs and tail during digging22,73,122it does share several morphological characters that have been linked to burrowing in orodromines (Fig. 3b). These include partial fusion of the premaxillae74, which may have been used to loosen soil22; robust forelimbs33,73; and a broad scapula blade33 with a strong ventral expansion34,122 (note that, although this character is absent in “T.warreni122,125, this species has since been referred toParksosaurus31,126). This expansion of the scapula would have provided greater origination areas for muscle groups (deltoideus scapularis, teres major) important for force generation during manual scratch-digging22,122.

Regarding other ecological factors, the relatively large size ofT. neglectus (up to ~ 4.1 m in total length31 and 340 kg in mass14, relative to the 20 kgOrodromeus14), may make burrowing appear unlikely. However,Oryctrodromeus individuals up to 3.5 m in length are known from burrow in-fills89, and fossilized tunnels have been attributed to substantially larger (up to 1200 kg) mammals127. Similarly, wet lowlands, the depositional environment of mostThescelosaurus specimens105,106,107, are interpreted by some authors as less suitable for burrowing128. However, sediments of the Mussentuchit Member of the Cedar Mountain Formation are notable for being deposited on a tidally influenced coastal plain with periodic saturation129, yet taphonomic evidence for burrowing exists in the form of dozens of skeletons of a new, as of yet unnamed species of thescelosaurid123. These specimens are interpreted as preserved in subterranean burrows due to their high relative overabundance and unusual levels of articulation compared to other elements of the fauna, and the presence of compacted (~ 1 m), near-complete, multi-individual specimens of multiple age classes123,130. Similar factors have been used to support evidence of burrowing in the thescelosauridsKoreanosaurus97 andOrodromeus124 in the absence of definitive burrow structures.Oryctodromeus is purportedly known from somewhat drier floodplain deposits22, although wet coastal deltaic deposits are noted for a large portion of the Blackleaf Formation131,132 in which it occurs. Further, many extant animals—including crocodilians133,134,135 and mammals136,137do burrow in wet environments, such as riverbanks and waterlogged low-lying areas. In short, periodically waterlogged soils, or riparian environments, do not preclude hypotheses of burrowing in thescelosaurids, and soil saturation may prove to be a limiting factor on burrow preservation, rather than on fossorial behaviour, in these dinosaurs.

Still, in the absence of any fossilized tunnels or other corroborating ichnological evidence (Fig. 6), the actual extent of fossorial behaviours byThescelosaurus is unclear. The resolution of common ‘fossorial’ traits inThescelosaurus (Fig. 6) indicates that semi-fossorial behaviours may, in fact, be plesiomorphic to Thescelosauridae, or more broadly distributed among Neornithischia in general. This also raises the possibility that the incomplete evidence of fossoriality inThescelosaurus is a result of its divergence from semi-fossorial ancestors: indeed, the unusual character combination and parallelisms with iguanodontian ornithopods33,36,37 observed inThescelosaurus may ultimately be explicable through secondary reduction in fossoriality and concomitant increase in body size, although the taxonomic instability of Thescelosaurinae38 makes this hypothesis difficult to evaluate. More comprehensive comparison of endocranial and skeletal anatomy across Neornithischia is necessary to further unravel these patterns of ecological evolution through the clade, including evaluation of characters potentially related to digging in other taxa. Nonetheless, taken together, sensorineural and gross morphological lines of evidence support the potential for burrowing behaviours inThescelosaurus itself and/or evolutionary constraints in neurobiology resulting from specializations to a semi-fossorial lifestyle in pre-Maastrichtian thescelosaurids.

Figure 6
figure 6

Distribution of characters associated with fossoriality within Thescelosauridae. Simplified time-scaled phylogeny of the Thescelosauridae, after45,46, with the positions of taxa of more labile placement in the clade indicated by dotted lines (cf. with44). Taxon stratigraphic ranges (see "Methods") indicated by thick lines. Taxon silhouettes and known material from parts of the skeleton bearing discussed characters (skull, pectoral girdle, forelimb, pelvis, hindlimb) are illustrated. Distribution of the following characters and pieces of evidence consistent with fossorial habits (see22,73,89,97,121,122 and main text) are indicated. Cranial (1–5): premaxillary fusion (1), reduced EQ (2), large olfactory bulbs (3), enlarged ASC (4), limited hearing range (5). Scapulacoracoid (6–9): fusion of scapula and coracoid (6), well-developed acromion (7), scapular spine (8), prominent posteroventral expansion of scapular blade (9). Pelvis and hindlimb (10–12): seven sacral vertebrae (10), pubosacral articulation (11), reduced cursoriality (12). Occurrence evidence (13–14): body fossils preserved in burrows (13), sedimentological evidence (14). Gross orodromine body shape broadly follows89,173, with specific reconstruction and illustrated skeletal anatomy ofChangchunsaurus following39;Oryctodromeus22,89,122;Koreanosaurus97, with the holotype and paratype assumed to belong to a single individual after97;Haya45;Orodromeus73,173; andZephyrosaurus47, with postcranial elements reconstructed after those ofOrodromeus73,173.Parksosaurus anatomy follows45.Thescelosaurus is reconstructed primarily from NCSM 15728 but with additional anatomical data and maximum estimated length from31. Character coding follows22,39,45,46,47,48,73,74,89,97,121,122 and discussion in the main text. Oro = Orodrominae. Scale bar for silhouettes = 1 m.

Regardless of the extent of fossorial behaviours inThescelosaurus, the observation of endocranial features consistent with fossoriality from a dinosaur clade including known burrowers is significant. These results represent the first neurological specializations to fossoriality identified in any non-avian dinosaur, expanding the range of ecological adaptations recognized in this major clade. Among extant archosaurs, burrowing and denning behaviours are well-known from crocodilians (e.g.133,134,135) andApteryx138,139, which each also exhibit high olfactory ratios56,140. Olfaction is also important in general surface foraging in these taxa140,141,142, and many birds excavate nesting tunnels (e.g.143,144) without obvious morphological specializations, making the extent to which this character can be linked to burrowing in these taxa ambiguous. However, the early development and emphasis of an acute olfactory system may represent a specialization towards subterranean life in burrow-nesting hydrobatid chicks145, which navigate146 and recognize individuals146,147 via olfaction.

The identification of characters consistent with burrowing behaviours inThescelosaurus, from the late Maastrichtian, is further interesting given that the extinction of non-avian dinosaurs across the K-Pg boundary has been attributed to an inability to find shelter148 and collapse of primary productivity149,150,151 following the bolide impact at the end of the Cretaceous. During this time, the ability both to shelter from climatic extremes underground and to locate and access hardy, yet buried, resources such as roots and rhizomes would have been critical148, and semi-fossorial habits have been suggested as important in the survival of mammalian taxa across this boundary148,152,153. The ability of at least some neornithischians to perform these behaviours22 and, in particular, resolution of acute olfaction, ability to unearth buried foodstuffs, and possible burrowing capability in the latest CretaceousThescelosaurus, suggest that such survivorship scenarios may be oversimplified, and more nuanced explanations are necessary to explain the extinction of small-bodied non-avian dinosaurs at the end of the Cretaceous.

Conclusions

Virtual reconstruction of the endocast ofThescelosaurus neglectus reveals a slightly smaller endocast than expected for a reptile of its size and a restricted hearing range, combined with well-developed senses of olfaction and balance. These results contrast with patterns observed in contemporary ornithopods, suggesting thatThescelosaurus instead exhibited relatively small group sizes and cognitive abilities within the range of extant reptiles. This character combination, in conjunction with features of the appendicular skeleton, is consistent with burrowing behaviours, as inferred from trace and skeletal fossil evidence from related thescelosaurid taxa. These features may suggest similar semi-fossorial capability inT. neglectus or, alternatively, may have been inherited as evolutionary constraints from semi-fossorial ancestors. Indeed, the unusual character combination ofThescelosaurus could reflect a secondary reduction in fossoriality and concomitant increase in body size. Either way, these results suggest that semi-fossoriality may have been a general feature of the ecology of thescelosaurids, and potentially neornithischians more generally. Moreover, they provide the first potential neurological specializations to fossoriality identified in a non-avian dinosaur, expanding the range of ecological adaptations recognized within the clade. The identification of potential semi-fossorial capability in the latest CretaceousThescelosaurus expands our understanding of the ecological niches realized by non-avian dinosaurs and suggests nuance to hypothesized mechanisms explaining their extinction across the end-Cretaceous mass extinction.

Methods

Endocranial reconstruction

The skull of NCSM 15728 (‘Willo’), an adultThescelosaurus neglectus, was CT-scanned using a Nikon XTH 225 ST microCT scanner at Duke University, Durham, NC, at a resolution of 87.62 μm. Scan data were then imported intoAvizo (version 9) for segmentation of separate braincase and skull roof elements. The skull of NCSM 15728 has suffered a mild degree of ventrolateral shearing (Fig. 1a), partially disarticulating the braincase (Fig. 1b, c). In order to repair this damage, the braincase was retrodeformed following a stepwise procedure, as described in30,154. To achieve this, the individual elements of the braincase were first isolated, and minor cracks in them repaired, in theAvizo segmentation editor. Among the unpaired, midline elements of the braincase, the robust basisphenoid and basioccipital appear not to have suffered plastic deformation. By contrast, the distal tip of the dorsal process of the supraoccipital has been bent laterally; in order to restore symmetry to this element, the distal tip of the supraoccipital was segmented out individually and rotated back into place. The left posterolateral corner of the basioccipital of NCSM 15728 is not associated with the skull but instead in a block containing the postcrania: consequently, it was not scanned. Instead, the right and left halves of the basioccipital were segmented separately, with the right half then being mirrored to yield a symmetrical, composite basioccipital. It should be noted that the occipital condyle of this resulting composite element is still incomplete, but this has no influence on the reconstruction of endocranial tissues.

For each of the paired braincase elements, the better-preserved element was retained. The preservation of each element was judged on evidence of deformation (cracks, warping, asymmetry), topological constraints defined by surrounding elements of the braincase, and comparisons to the osteology of related taxa (e.g.48). The left prootic and laterosphenoid are both well-preserved but have become disarticulated: these were moved back into articulation. Whereas the paraoccipital process of the right fused exoccipital and opisthotic is better preserved, the right margin of the foramen magnum has also been squashed medially. Consequently, the better-preserved ventral process of the left exoccipital-opisthotic was mirrored and positioned in place. Shearing of the skull roof has resulted in minor bending of the anterior ends of the frontals and slight deformation to part of their dorsal surface. The less warped left frontal was retained, and these slight deformations were repaired. Shearing has also resulted in crushing of the posterolateral wing of the right parietal: consequently, the left parietal was retained. These elements were then all mirrored to produce symmetrical paired elements.

These retrodeformed elements were all then rearticulated to produce a reconstruction of the undeformed braincase (Fig. 1d). Rearticulation was performed on the basis of the sutural surfaces of each element and topological constraints imposed by surrounding bones. Rearticulation began with the largest and most robust bones (the frontal, parietal, supraoccipital, exoccipital-opisthotic, basioccipital and basisphenoid), helping to constrain the positions of the smaller, and potentially more susceptible to taphonomic deformation and translation, prootics and laterosphenoids. The reconstructed braincase was then tested against three further criteria: its bilateral symmetry, overall dimensional constraints imposed by the rest of the skull, and the continuous alignment of the semi-circular canals within the prootic and supraoccipital. These multiple lines of testing, and the stepwise procedure used herein154, are intended to maximise rigour, and minimise biases, in the reconstruction of the original dimensions of the braincase.

The endocranial spaces of the restored braincase were then isolated using the segmentation editor inAvizo. This resulted in endocasts of the dural envelope (and, by extension, the brain within) and the semi-circular canals and cochlear duct of the inner ear (Fig. 1e). In addition, the major nerves and blood vessels that drain the brain were reconstructed on the basis of foramina and other osteological correlates on the braincase (e.g.29,69). The orbitosphenoids were not ossified inThescelosaurus, as typical for thescelosaurids and early-diverging ornithopods74. However, their original ventral extent is inferred to lie at the position of a boss on the anterolateral surface of the laterosphenoids74, as observed in some ornithopods48. As orbitosphenoids are unknown from phylogenetically proximate taxa, no attempt was made to reconstruct them here. Instead, the position of this boss was used to perform maximum and minimum estimates on the size and curvature of the cerebrum. Comparative measurements of the endocast were made inAvizo.

Endocranial size and reptile encephalization quotient

The total volume of these endocranial reconstructions was measured inAvizo, using the ‘Surface Area Volume’ module. The resulting maximum and minimum endocranial volumes ofThescelosaurus, excluding the olfactory tract, were used to calculate the Encephalization Quotient5,6 (EQ), which compares observed brain volume with that expected from body mass. The non-avian Reptile Encephalization Quotient (REQ) was calculated using the equation of50, as follows:

$$REQ = M_{Br} /\left( {0.0155*M_{bd}^{0.553} } \right)$$
(1)

whereMBr = mass of the brain in grams, andMbd = body mass, in grams.MBr is calculated by multiplying the measured volume by a density of 1.036gcm−3 for brain tissues98. The brain ofThescelosaurus was estimated to fill 50% of the endocranial volume, as typical for studies on non-avian dinosaurs4,6. Preserved valleculae on the endocranial surfaces of some cerapodan ornithischians51 have been used to suggest that the brain filled a larger proportion of the endocranial volume, up to ~ 60%23,51,88,96 or even 73% or higher25. Although these valleculae were not observed in NCSM 15728 they are known fromThescelosaurus assiniboiensis27: consequently, a range of REQ values was calculated using fill estimates of both 50% and 60%. Body mass in extinct bipeds can be calculated from the circumference of the femur, employing scaling equations derived from extant taxa155. Herein, the mass estimate for a skeletally matureThescelosaurus neglectus of14 was employed. This mass estimate was derived from AMNH 5891, a specimen of equal femur length, and similar overall dimensions, to NCSM 15728, and so is expected to provide a reasonable estimate of the mass of this individual.

To place these results in a broader phylogenetic context, they were synthesized with previous measures of REQ from ornithischians. In order to compare these results with those ofT. neglectus, brain masses were re-calculated from reported endocranial volumes (excluding the olfactory tract4,5) assuming a density of 1.036gcm−3 for brain tissues98. For the sake of comparison, REQs were calculated for estimates of the brain as occupying both 50% and 60% of the endocranial space, although a 60% fill is only likely for some neornithischians (see above). Multiple methods exist to estimate the body mass of extinct taxa, varying from scaling equations through to volumetric models, and different methods may retrieve very different results156,157. Previous estimates of ornithischian REQs have employed a combination of these methods, introducing systematic biases into comparisons between them. In an attempt to standardize comparisons betweenT. neglectus and other taxa, previously reported REQs were re-calculated using updated body mass estimates as derived from scaling equations of stylopodial circumferences14,155,157 wherever possible. REQs were re-calculated for a specimen ofPsittacosaurus lujiatunensis (PKUP V1060) using data presented by158, but assuming a 50–60% fill of the endocranial spaces by the brain tissues. Similarly, the REQ ofProa valdearinnoensis was re-calculated from data from25, but using endocranial fill estimates of 50–60%. REQs for specimens ofIguanodon bernissartensis (RBINS R51),Lurdusaurus arenatus (MNHN GDF 1700) andMantellisaurus atherfieldensis (RBINS R57) were re-calculated using the endocranial volumes reported by96 and the body mass estimates calculated for these same specimens by14.Iguanodon andLurdusaurus were considered quadrupedal after17,159, andMantellisaurus as at least facultatively bipedal after17, and so the quadrupedal and bipedal mass estimates14 were used for these taxa, respectively. Hadrosaurids are considered to have been primarily quadrupedal (e.g.17): consequently, only the larger, quadrupedal, mass estimate forAmurosaurus riabinini of88 was used herein. The REQ ofKentrosaurus aethiopicus6,50 was also updated using the body mass estimate for a composite skeleton of this taxon calculated by14.

The REQ ofEuoplocephalus was derived from the endocranial volume of AMNH 5337, as calculated by6, and the body mass of the similarly-sized and proportioned160 AMNH 5404, as calculated by14. Similarly, the REQ ofProtoceratops andrewsi was derived from the endocranial volume of AMNH 6466, a large adult161, as calculated by4, and the body mass estimate of AMNH 6424, a similarly-sized large adult, of14. The endocranial data fromHypacrosaurus altispinus used herein comes the reconstruction of ROM 702 by23. The body mass of ROM 702 was approximated from the similarly-sized but more complete specimen CMN 8501, following23, using the quadrupedal mass estimate of14.

The endocranial volume ofCamptosaurus dispar was calculated by4 from YPM VP 1880, a medium-sized individual, approximately two-thirds the length of a largeCamptosaurus162. Consequently, the 400 kg body mass estimate used by4 for this specimen, as derived from the scale models of163, was retained here as it appears plausible when compared with the 1000–1300 kg estimate calculated from the stylopodial circumferences of a large adultCamptosaurus by14. The endocranial volumes ofStegosaurus,Edmontosaurus andTriceratops of4,50 were derived from specimens lacking sufficient postcranial material from which to derive estimates of body mass. Consequently, to accommodate the range of uncertainty in these taxa, maximum and minimum REQs were calculated from minimum and maximum estimates of body mass, respectively. The minimum body mass estimates were taken from the scale models of163, as used in previous estimations of REQ in these taxa4,50, whereas the body masses of large individuals ofStegosaurus ungulatus,Edmontosaurus annectens andTriceratops horridus, as calculated from stylopodial circumferences by14, were used as maximum body mass estimates. It should be noted that volumetric methods typically retrieve lower body mass estimates for very large taxa than do scaling equations156,157: consequently, the maximum REQ estimates for these taxa are almost certainly too large compared to other sampled ornithischians. Nevertheless, as two of these taxa (Stegosaurus andTriceratops) exhibit two of the lowest REQ values in the sample, the maximum REQ values will represent a conservative estimate of their brain size relative to other taxa.

Endosseous labyrinth and hearing range

The length of the endosseous cochlear duct was also measured in theAvizo viewer. This was then scaled against basicranial length (taken as the length of the basioccipital and basisphenoid, not including the parasphenoid rostrum) and used to calculate the Best Frequency Range (BFR) and Mean Best Hearing (MBH) using the equations of9, as follows:

$$BFR = \left( {6104.3* ECD} \right) + 6975.2$$
(2)
$$MBH = \left( {3311.3*ECD} \right) + 4000.8$$
(3)

where ECD = Log10(scaled endosseous cochlear duct length).

For comparison, the Best Frequency of hearing (BF) and Maximum Frequency (MF) of hearing were also calculated using the equations of59, as follows:

$$BF = 5.7705e^{ - 0.25*L}$$
(4)
$$MF = 1.8436*BF + 1.026$$
(5)

whereL = the length of the basilar papilla, in mm. As the length of the basilar papilla is unknown inThescelosaurus, it was estimated as being equal to 2/3rds the length of the endosseous cochlear duct, following59. Measurements of the maximum vertical diameter (height) and horizontal diameter (width) of the anterior semicircular canal (ASC) and posterior semicircular canal (PSC), with the labyrinth oriented so the lateral semicircular canal (LSC) lay horizontally, were taken in theAvizo viewer. Further, the total length of each of the semicircular canals was also measured as the length of a line drawn through the centre of the lumen of each in three dimensions.

Phylogenetic tree for comparative paleoneurology

To interpret data fromT. neglectus in a broader context, an updated version of the informal dinosaurian supertree of164 was produced, resulting in a time-scaled species-level topology of 447 taxa (see Supplementary Information for details on tree construction, and Supplementary DataSD1 andSD2 for dated trees). Due to the uncertain phylogenetic position ofThescelosaurus two alternative backbone topologies were used for Cerapoda. The first includesThescelosaurus and related taxa as early-diverging ornithopods (e.g.40,41), with branching order within Ornithopoda following41. The second instead treatsThescelosaurus, other thescelosaurines, and orodromines in a monophyletic, non-cerapodan, Thescelosauridae, following42,43,44.

Olfactory ratio inThescelosaurus neglectus and comparison with other archosaurs

The olfactory ratio56 ofT. neglectus was calculated as the ratio of the longest diameter of the olfactory bulb: longest diameter of the cerebral hemispheres, as measured from the endocast in dorsal view in theAvizo viewer. This measurement was taken in two ways, as illustrated in56: directly measured from the reconstructed endocast, and also from the maximum width of the fossae for the olfactory bulbs and cerebrum in the skull roof. Both of these methods retrieved identical results. To compare this result to other archosaurs, the olfactory ratio ofT. neglectus was Log10 transformed and combined with the theropod-focused dataset of56 (although omitting “Troodon formosus” due to the invalidity of that taxon165, and taxonomic instability of formerly referred material166) and ornithischian-focused dataset of66, with additional data onErlikosaurus from167. CMN 34825, a subadult23Corythosaurus sp., was excluded from this analysis due to its ontogenetic status. In order to estimate a regression line for Dinosauria,Alligator data were excluded. Phylogenetic generalized least-squares (pgls) regressions168 were then performed between olfactory ratio and body mass as a predictor variable for the remaining sample of dinosaur taxa (n = 25), using thepgls function within the ‘caper’R169 package170, with maximum likelihood estimation of Pagel’s lambda171, the phylogenetic signal parameter. Model performance was compared using log likelihoods and the small-sample corrected Aikaike Information Criterion (AICc). The residuals from this regression were then plotted to compareThescelosaurus with other dinosaur taxa. The data used in these analyses is provided in Supplementary Data itemSD3, and the full results inSD4.

Relative vertical semicircular canal development inThescelosaurus and other ornithischians

The relative height of the ASC and PSC has been suggested to correlate with locomotory agility in ornithischians24. To compare the height of the vertical semicircular canals across ornithischian taxa, the vertical height (= maximum vertical diameter with the LSC oriented horizontally, see above) of the ASC and PSC ofT. neglectus were combined with the dataset of66 and measurements collected from published digital reconstructions of ornithischian taxa. Pgls regressions were then performed between each of anterior semicircular canal height, posterior canal height, and the ratio between the two as dependent variables, and basal skull length as a predictor variable. All data was Log10-transformed prior to analysis. Skull length was preferred for comparison to semicircular canal measurements as head size will be more relevant to their development than total body mass102. No attempt was made to calculate head mass due to the lack of data for this attribute in non-avian dinosaurs. The data used in these analyses is provided in Supplementary Data itemSD5, and the full resultsSD6.

Data availability

The trees used for the comparative analyses in this paper are given as Supplementary Data itemsSD1 andSD2, and the data and results for the pgls regressions inSD3SD6. The R code for these analyses is provided as Supplementary Data itemSD7. The CT scan data and reconstructed surfaces created for this project are available in Morphosource project 000576520 (https://www.morphosource.org/projects/000576520?). 

References

  1. Benton, M. J. Studying function and behavior in the fossil record.PLoS Biol.8, 1–5 (2010).

    Article  Google Scholar 

  2. Edinger, T. Recent advances in paleoneurology.Prog. Brain Res.6, 147–160 (1964).

    Article  Google Scholar 

  3. Walsh, S. A. & Knoll, M. A. Directions in palaeoneurology.Spec. Pap. Palaeontol.86, 263–279 (2011).

    Google Scholar 

  4. Jerison, H. J. Brain evolution and dinosaur brains.Am. Nat.103, 575–588 (1969).

    Article  Google Scholar 

  5. Jerison, H. J.Evolution of the brain and intelligence. (Academic Press, 1973).

  6. Hopson, J. A. Relative brain size and behavior in archosaurian reptiles.Annu. Rev. Ecol. Syst.8, 429–448 (1977).

    Article  Google Scholar 

  7. Spoor, F.et al. The primate semicircular canal system and locomotion.PNAS104, 10808–10812 (2007).

    Article ADS CAS PubMed PubMed Central  Google Scholar 

  8. Goyens, J., Baeckens, S., Smith, E. S. J., Pozzi, J. & Mason, M. J. Parallel evolution of semicircular canal form and sensitivity in subterranean mammals.J. Comp. Physiol. A208, 627–640 (2022).

    Article  Google Scholar 

  9. Walsh, S. A., Barrett, P. M., Milner, A. C., Manley, G. & Witmer, L. M. Inner ear anatomy is a proxy for deducing auditory capability and behaviour in reptiles and birds.Proc. R. Soc. B276, 1355–1360 (2009).

    Article PubMed PubMed Central  Google Scholar 

  10. Balanoff, A. M., Smaers, J. B. & Turner, A. H. Brain modularity across the theropod–bird transition: Testing the influence of flight on neuroanatomical variation.J. Anat.229, 204–214 (2016).

    Article PubMed  Google Scholar 

  11. Smaers, J. B.et al. The evolution of mammalian brain size.Sci. Adv.7, 1–12 (2021).

    Article  Google Scholar 

  12. Bronzati, M.et al. Deep evolutionary diversification of semicircular canals in archosaurs.Curr. Biol.31, 2520–2529 (2021).

    Article CAS PubMed  Google Scholar 

  13. Hanson, M., Hoffman, E. A., Norell, M. A. & Bhullar, B. A. S. The early origin of a birdlike inner ear and the evolution of dinosaurian movement and vocalization.Science372, 601–609 (2021).

    Article ADS CAS PubMed  Google Scholar 

  14. Benson, R. B. J.et al. Rates of dinosaur body mass evolution indicate 170 million years of sustained ecological innovation on the avian stem lineage.PLoS Biol.12, e1001853 (2014).

    Article PubMed PubMed Central  Google Scholar 

  15. Weishampel, D. B. & Jianu, C.-M. Plant-eaters and ghost lineage: Dinosaurian herbivory revisited. inEvolution of herbivory in terrestrial vertebrates: Perspectives from the fossil record (ed. Sues, H.-D.) 123–143 (Cambridge University Press, 2000).

  16. Chiarenza, A. A., Mannion, P. D., Farnsworth, A., Carrano, M. T. & Varela, S. Climatic constraints on the biogeographic history of Mesozoic dinosaurs.Curr. Biol.32, 570-585.e3 (2022).

    Article CAS PubMed  Google Scholar 

  17. Dempsey, M., Maidment, S. C. R., Hedrick, B. P. & Bates, K. T. Convergent evolution of quadrupedality in ornithischian dinosaurs was achieved through disparate forelimb muscle mechanics.Proc. R. Soc. B290, 20222435 (2023).

    Article PubMed PubMed Central  Google Scholar 

  18. Hone, D. W. E., Naish, D. & Cuthill, I. C. Does mutual sexual selection explain the evolution of head crests in pterosaurs and dinosaurs?.Lethaia45, 139–156 (2012).

    Article  Google Scholar 

  19. Farke, A. A. Evaluating combat in ornithischian dinosaurs.J. Zool.292, 242–249 (2014).

    Article  Google Scholar 

  20. Evans, D. C., Eberth, D. A. & Ryan, M. J. Hadrosaurid (Edmontosaurus) bonebeds from the horseshoe canyon formation (Horsethief Member) at Drumheller, Alberta, Canada: Geology, preliminary taphonomy, and significance.Can. J. Earth Sci.52, 642–654 (2015).

    Article ADS  Google Scholar 

  21. Mathews, J. C., Brusatte, S. L., Williams, S. A. & Henderson, M. D. The firstTriceratops bonebed and its implications for gregarious behavior.J. Vertebr. Paleontol.29, 286–290 (2009).

    Article  Google Scholar 

  22. Varricchio, D. J., Martin, A. J. & Katsura, Y. First trace and body fossil evidence of a burrowing, denning dinosaur.Proc. R. Soc. B274, 1361–1368 (2007).

    Article PubMed PubMed Central  Google Scholar 

  23. Evans, D. C., Ridgely, R. & Witmer, L. M. Endocranial anatomy of lambeosaurine hadrosaurids (Dinosauria: Ornithischia): A sensorineural perspective on cranial crest function.Anat. Rec.292, 1315–1337 (2009).

    Article  Google Scholar 

  24. Cruzado-Caballero, P., Fortuny, J., Llacer, S. & Canudo, J. Paleoneuroanatomy of the European lambeosaurine dinosaurArenysaurus ardevoli.PeerJ3, e802 (2015).

    Article CAS PubMed PubMed Central  Google Scholar 

  25. Knoll, F.et al. Palaeoneurology of the early cretaceous iguanodontProa valdearinnoensis and its bearing on the parallel developments of cognitive abilities in theropod and ornithopod dinosaurs.J. Comp. Neurol.529, 3922–3945 (2021).

    Article PubMed  Google Scholar 

  26. Paulina-Carabajal, A., Bronzati, M. & Cruzado-Caballero, P. Paleoneurology of non-avian dinosaurs: An overview. inPaleoneurology of Amniotes (eds. Teresa Dozo, M., Paulina-Carabajal, A., Macrini, T. E. & Walsh, S. A.) 267–332 (Springer, Cham, 2023).

  27. Brown, C. M., Boyd, C. A. & Russell, A. P. A new basal ornithopod dinosaur (Frenchman Formation, Saskatchewan, Canada), and implications for late Maastrichtian ornithischian diversity in North America.Zool. J. Linn. Soc.163, 1157–1198 (2011).

    Article  Google Scholar 

  28. Gilmore, C. W. A new dinosaur from the Lance Formation of Wyoming.Smithson. Misc. Collect.61, 1–5 (1913).

    Google Scholar 

  29. Witmer, L. M., Ridgely, R. C., Dufeau, D. L. & Semones, M. C. Using CT to peer into the past: 3D visualization of the brain and ear regions of birds, crocodiles, and nonavian dinosaurs. inAnatomical Imaging (eds. Endo, H. & Frey, R.) 67–87 (Springer Japan, 2009).

  30. Lautenschlager, S. Reconstructing the past: Methods and techniques for the digital restoration of fossils.R. Soc. Open Sci.3, 160342 (2016).

    Article ADS MathSciNet PubMed PubMed Central  Google Scholar 

  31. Boyd, C. A., Brown, C. M., Scheetz, R. D. & Clarke, J. A. Taxonomic revison of the basal neornithischian taxaThescelosaurus andBugenasaura.J. Vertebr. Paleontol.29, 758–770 (2009).

    Article  Google Scholar 

  32. Sternberg, C. M.Thescelosaurus edmontonensis, n. sp., and classification of the hypsilophodontidae.J. Paleontol.14, 481–494 (1940).

  33. Galton, P. M. Notes onThescelosaurus, a conservative ornithopod dinosaur from the Upper Cretaceous of North America, with comments on ornithopod classification.J. Paleontol.48, 1048–1067 (1974).

    Google Scholar 

  34. Gilmore, C. W. Osteology ofThescelosaurus, an orthopodous dinosaur from the Lance formation of Wyoming.Proc. USA Natl. Museum49, 591–616 (1915).

    Article  Google Scholar 

  35. Swinton, W. E. Notes on the osteology ofHypsilophodon, and on the family Hypsilophodontidae.Proc. Zool. Soc. London106, 555–578 (1936).

    Article  Google Scholar 

  36. Galton, P. M. Redescription of the skull and mandible ofParksosaurus from the Late Cretaceous, with comments on the family Hypsilophodontidae (Ornithischia).Life Sci. Contrib. (Royal Ontario Museum)89, 1–21 (1973).

    Google Scholar 

  37. Galton, P. M. The ornithischian dinosaurHypsilophodon from the Wealden of the Isle of Wight.Bulletin of the British Museum (Natural History). Geology25, 1–152 (1974).

  38. Brown, E. E., Butler, R. J., Barrett, P. M. & Maidment, S. C. R. Assessing conflict between early neornithischian tree topologies.J. Syst. Palaeontol.19, 1183–1206 (2021).

    Article  Google Scholar 

  39. Butler, R. J., Liyong, J., Jun, C. & Godefroit, P. The postcranial osteology and phylogenetic position of the small ornithischian dinosaurChangchunsaurus parvus from the Quantou Formation (Cretaceous: Aptian-Cenomanian) of Jilin Province, north-eastern China.Palaeontology54, 667–683 (2011).

    Article  Google Scholar 

  40. Yang, Y., Wu, W., Dieudonné, P.-E. & Godefroit, P. A new basal ornithopod dinosaur from the lower cretaceous of China.PeerJ8, e9832 (2020).

    Article PubMed PubMed Central  Google Scholar 

  41. Dieudonné, P. E., Cruzado-Caballero, P., Godefroit, P. & Tortosa, T. A new phylogeny of cerapodan dinosaurs.Hist. Biol.33, 2335–2355 (2021).

    Article  Google Scholar 

  42. Boyd, C. A. The systematic relationships and biogeographic history of ornithischian dinosaurs.PeerJ3, e1523 (2015).

    Article PubMed PubMed Central  Google Scholar 

  43. Madzia, D., Boyd, C. A. & Mazuch, M. A basal ornithopod dinosaur from the Cenomanian of the Czech Republic.J. Syst. Palaeontol.16, 967–979 (2018).

    Article  Google Scholar 

  44. Herne, M. C., Nair, J. P., Evans, A. R. & Tait, A. M. New small-bodied ornithopods (Dinosauria, Neornithischia) from the Early Cretaceous Wonthaggi Formation (Strzelecki Group) of the Australian-Antarctic rift system, with revision ofQantassaurus intrepidus Rich and Vickers-Rich, 1999.J. Paleontol.93, 543–584 (2019).

    Article ADS  Google Scholar 

  45. Barta, D. E. & Norell, M. A. The osteology ofHaya griva (Dinosauria: Ornithischia) from the late cretaceous of Mongolia.Bull. Am. Museum Nat. Hist.445, 1–112 (2021).

    Google Scholar 

  46. Sues, H.-D., Evans, D. C., Galton, P. M. & Brown, C. M. Anatomy of the neornithischian dinosaurParksosaurus warreni (Parks, 1926) from the Upper Cretaceous (lower Maastrichtian) Horseshoe Canyon Formation of Alberta, Canada.Cretac. Res.141, 105369 (2023).

    Article  Google Scholar 

  47. Sues, H.-D. Anatomy and relationships of a new hypsilophodontid dinosaur from the Lower Cretaceous of North America.Palaeontogr. Abteilung A169, 51–72 (1980).

    Google Scholar 

  48. Galton, P. M. Crania and endocranial casts from ornithopod dinosaurs of the families Dryosauridae and Hypsilophodontidae (Reptilia; Ornithischia).Geol. Palaeontol.23, 217–239 (1989).

    Google Scholar 

  49. Lautenschlager, S. & Hübner, T. Ontogenetic trajectories in the ornithischian endocranium.J. Evol. Biol.26, 2044–2050 (2013).

    Article CAS PubMed  Google Scholar 

  50. Hulburt, G.Relative brain size in recent and fossil amniotes: Determination and interpretation. Unpublished Ph.D. thesis, University of Toronto Ph.D., 250 pp. (1996).

  51. Evans, D. C. New evidence on brain−endocranial cavity relationships in ornithischian dinosaurs.Acta Palaeontol. Pol.50, 617–622 (2005).

    Google Scholar 

  52. Rich, P. V.et al. Evidence for low temperatures and biologic diversity in Cretaceous high latitudes of Australia.Science242, 1403–1406 (1988).

    Article ADS CAS PubMed  Google Scholar 

  53. Agnolin, F. L., Ezcurra, M. D., Paisc, D. F. & Salisbury, S. W. A reappraisal of the Cretaceous non-avian dinosaur faunas from Australia and New Zealand: Evidence for their Gondwanan affinities.J. Syst. Palaeontol.8, 257–300 (2010).

    Article  Google Scholar 

  54. Corfield, J. R.et al. Diversity in olfactory bulb size in birds reflects allometry, ecology, and phylogeny.Front. Neuroanat.9, 1–16 (2015).

    Article  Google Scholar 

  55. López-Torres, S.et al. Cranial endocast ofAnagale gobiensis (Anagalidae) and its implications for early brain evolution in Euarchontoglires.Palaeontology66, 1–24 (2023).

    Article  Google Scholar 

  56. Zelenitsky, D. K., Therrien, F. & Kobayashi, Y. Olfactory acuity in theropods: Palaeobiological and evolutionary implications.Proc. R. Soc. B276, 667–673 (2009).

    Article PubMed  Google Scholar 

  57. Hughes, G. M. & Finarelli, J. A. Olfactory receptor repertoire size in dinosaurs.Proc. R. Soc. B286, 10–15 (2019).

    Article  Google Scholar 

  58. Yopak, K. E.et al. A conserved pattern of brain scaling from sharks to primates.PNAS107, 12946–12951 (2010).

    Article ADS CAS PubMed PubMed Central  Google Scholar 

  59. Gleich, O., Dooling, R. J. & Manley, G. A. Audiogram, body mass, and basilar papilla length: Correlations in birds and predictions for extinct archosaurs.Naturwissenschaften92, 595–598 (2005).

    Article ADS CAS PubMed  Google Scholar 

  60. Manley, G. A. The hearing of the caiman,Caiman crocodilus. InPeripheral Hearing Mechanisms in Reptiles and Birds 191–205 (Springer, 1990).

  61. Wever, E. G. Family Scincidae: The skinks. InThe Reptile Ear 623–657 (Princeton University Press, 1978).

  62. Sobral, G., Hipsley, C. A. & Müller, J. Braincase redescription ofDysalotosaurus lettowvorbecki (Dinosauria, Ornithopoda) based on computed tomography.J. Vertebr. Paleontol.32, 1090–1102 (2012).

    Article  Google Scholar 

  63. Benoit, J.et al. A test of the lateral semicircular canal correlation to head posture, diet and other biological traits in “ungulate” mammals.Sci. Rep.10, 1–22 (2020).

    Article  Google Scholar 

  64. Witmer, L. M. & Ridgely, R. C. The paranasal air sinuses of predatory and armored dinosaurs (Archosauria: Theropoda and ankylosauria) and their contribution to cephalic structure.Anat. Rec.291, 1362–1388 (2008).

    Article  Google Scholar 

  65. Bullar, C. M., Zhao, Q., Benton, M. J. & Ryan, M. J. Ontogenetic braincase development inPsittacosaurus lujiatunensis (Dinosauria: Ceratopsia) using micro-computed tomography.PeerJ7, e7217 (2019).

    Article PubMed PubMed Central  Google Scholar 

  66. Sakagami, R. & Kawabe, S. Endocranial anatomy of the ceratopsid dinosaurTriceratops and interpretations of sensory and motor function.PeerJ8, e9888 (2020).

    Article PubMed PubMed Central  Google Scholar 

  67. Thomas, D. The cranial anatomy ofTenontosaurus tilletti Ostrom, 1970 (Dinosauria, Ornithopoda).Palaeontol. Electron.18.2.37A, 1–98 (2015).

  68. Sereno, P. C.et al. Structural extremes in a Cretaceous dinosaur.PLoS One2, e1230 (2007).

    Article ADS PubMed PubMed Central  Google Scholar 

  69. Hopson, J. A. Paleoneurology. InBiology of the Reptilia, vol. 9 (eds. Gans, C., Northcutt, R. H. & Ulinski, P.) 39–146 (Academic Press, 1979).

  70. Leahey, L. G., Molnar, R. E., Carpenter, K., Witmer, L. M. & Salisbury, S. W. Cranial osteology of the ankylosaurian dinosaur formerly known asMinmi sp. (Ornithischia: Thyreophora) from the Lower Cretaceous Allaru Mudstone of Richmond, Queensland, Australia.PeerJ3, e1475 (2015).

  71. Coombs, W. P. J. Forelimb muscles of the Ankylosauria (Reptilia, Ornithischia).J. Paleontol.52, 642–657 (1978).

    Google Scholar 

  72. Park, J.-Y.et al. A new ankylosaurid skeleton from the Upper Cretaceous Baruungoyot Formation of Mongolia: Its implications for ankylosaurid postcranial evolution.Sci. Rep.11, 1–10 (2021).

    Article  Google Scholar 

  73. Fearon, J. L. & Varricchio, D. J. Morphometric analysis of the forelimb and pectoral girdle of the Cretaceous ornithopod dinosaurOryctodromeus cubicularis and implications for digging.J. Vertebr. Paleontol.35, e936555 (2015).

    Article  Google Scholar 

  74. Boyd, C. A. The cranial anatomy of the neornithischian dinosaurThescelosaurus neglectus.PeerJ2, e669 (2014).

    Article PubMed PubMed Central  Google Scholar 

  75. Kotrschal, A.et al. Artificial selection on relative brain size in the guppy reveals costs and benefits of evolving a larger brain.Curr. Biol.23, 168–171 (2013).

    Article CAS PubMed PubMed Central  Google Scholar 

  76. Kotrschal, A., Corral-Lopez, A., Amcoff, M. & Kolm, N. A larger brain confers a benefit in a spatial mate search learning task in male guppies.Behav. Ecol.26, 527–532 (2015).

    Article PubMed  Google Scholar 

  77. Garamszegi, L. Z. & Eens, M. The evolution of hippocampus volume and brain size in relation to food hoarding in birds.Ecol. Lett.7, 1216–1224 (2004).

    Article  Google Scholar 

  78. Benson-Amram, S., Dantzer, B., Stricker, G., Swanson, E. M. & Holekamp, K. E. Brain size predicts problem-solving ability in mammalian carnivores.PNAS113, 2532–2537 (2016).

    Article ADS CAS PubMed PubMed Central  Google Scholar 

  79. Sol, D., Duncan, R. P., Blackburn, T. M., Cassey, P. & Lefebvre, L. Big brains, enhanced cognition, and response of birds to novel environments.PNAS102, 5460–5465 (2005).

    Article ADS CAS PubMed PubMed Central  Google Scholar 

  80. Reader, S. M. & Laland, K. N. Social intelligence, innovation, and enhanced brain size in primates.PNAS99, 4436–4441 (2002).

    Article ADS CAS PubMed PubMed Central  Google Scholar 

  81. Sol, D., Lefebvre, L. & Rodríguez-Teijeiro, J. D. Brain size, innovative propensity and migratory behaviour in temperate Palaearctic birds.Proc. R. Soc. B272, 1433–1441 (2005).

    Article PubMed PubMed Central  Google Scholar 

  82. Shultz, S. & Dunbar, R. I. Both social and ecological factors predict ungulate brain size.Proc. R. Soc. B273, 207–215 (2006).

    Article PubMed  Google Scholar 

  83. Dunbar, R. I. M. & Shultz, S. Evolution in the social brain.Science317, 1344–1347 (2007).

    Article ADS CAS PubMed  Google Scholar 

  84. Pérez-Barbería, F. J., Shultz, S. & Dunbar, R. I. M. Evidence for coevolution of sociality and relative brain size in three orders of mammals.Evolution61, 2811–2821 (2007).

    Article PubMed  Google Scholar 

  85. Dunbar, R. I. M. Neocortex size as a constraint on group size in primates.J. Hum. Evol.22, 469–493 (1992).

    Article  Google Scholar 

  86. Fedorova, N., Evans, C. L. & Byrne, R. W. Living in stable social groups is associated with reduced brain size in woodpeckers (Picidae).Biol. Lett.13, 20170008 (2017).

    Article PubMed PubMed Central  Google Scholar 

  87. Byrne, R. W. Machiavellian intelligence.Evol. Anthropol. Issues, News, Rev.5, 172–180 (1996).

  88. Lauters, P., Vercauteren, M., Bolotsky, Y. L. & Godefroit, P. Cranial endocast of the lambeosaurine hadrosauridAmurosaurus riabinini from the Amur Region.Russia. PLoS One8, e78899 (2013).

    Article ADS PubMed  Google Scholar 

  89. Krumenacker, L. J., Varricchio, D. J., Wilson, J. P., Martin, A. & Ferguson, A. Taphonomy of and new burrows fromOryctodromeus cubicularis, a burrowing neornithischian dinosaur, from the mid-Cretaceous (Albian-Cenomanian) of Idaho and Montana, U.S.A.Palaeogeogr. Palaeoclimatol. Palaeoecol.530, 300–311 (2019).

  90. Avrahami, H. M., Makovicky, P. J. & Zanno, L. E. An exceptional assemblage of new orodromine dinosaurs from the poorly characterized mid-Cretaceous of North America.Anat. Rec.306, 26–29 (2023).

    Google Scholar 

  91. Roth, G. & Dicke, U. Evolution of the brain and intelligence.Trends Cogn. Sci.9, 250–257 (2005).

    Article PubMed  Google Scholar 

  92. Chittka, L. & Niven, J. Are bigger brains better?.Curr. Biol.19, R995–R1008 (2009).

    Article CAS PubMed  Google Scholar 

  93. De Meester, G. & Baeckens, S. Reinstating reptiles: From clueless creatures to esteemed models of cognitive biology.Behaviour158, 1057–1076 (2021).

    Article  Google Scholar 

  94. Deaner, R. O., Isler, K., Burkart, J. & Van Schaik, C. Overall brain size, and not encephalization quotient, best predicts cognitive ability across non-human primates.Brain. Behav. Evol.70, 115–124 (2007).

    Article PubMed  Google Scholar 

  95. van Schaik, C. P., Triki, Z., Bshary, R. & Heldstab, S. A. A Farewell to the Encephalization Quotient: A new brain size measure for comparative primate cognition.Brain. Behav. Evol.96, 1–12 (2021).

    Article PubMed  Google Scholar 

  96. Lauters, P., Coudyzer, W., Vercauteren, M. & Godefroit, P. The brain ofIguanodon andMantellisaurus: Perspectives on ornithopod evolution. in:Bernissart Dinosaurs in depth: A window on Early Cretaceous Terrestrial Ecosystems (ed. Godefroit, P.) 213–224 (Indiana University Press, 2012).

  97. Huh, M., Lee, D. G., Kim, J. K., Lim, J. D. & Godefroit, P. A new basal ornithopod dinosaur from the Upper Cretaceous of South Korea.N. Jb. fur Geol Palӓont. (Abh)259, 1–24 (2011).

    Article  Google Scholar 

  98. Witmer, L. M., Chatterjee, S., Franzosa, J. & Rowe, T. Neuroanatomy of flying reptiles and implications for flight, posture and behaviour.Nature425, 950–953 (2003).

    Article ADS CAS PubMed  Google Scholar 

  99. Walsh, S. A.et al. Avian cerebellar floccular fossa size is not a proxy for flying ability in birds.PLoS One8, e67176 (2013).

    Article ADS CAS PubMed  Google Scholar 

  100. Paulina-Carabajal, A., Lee, Y.-N. & Jacobs, L. L. Endocranial morphology of the primitive nodosaurid dinosaurPawpawsaurus campbelli from the Early Cretaceous of North America.PLoS One11, e0150845 (2016).

    Article PubMed PubMed Central  Google Scholar 

  101. Cox, P. G. & Jeffery, N. Semicircular canals and agility: The influence of size and shape measures.J. Anat.216, 37–47 (2010).

    Article PubMed PubMed Central  Google Scholar 

  102. Georgi, J. A., Sipla, J. S. & Forster, C. A. Turning semicircular canal function on its head: Dinosaurs and a novel vestibular analysis.PLoS One8, e58517 (2013).

    Article ADS CAS PubMed PubMed Central  Google Scholar 

  103. Malinzak, M. D., Kay, R. F. & Hullar, T. E. Locomotor head movements and semicircular canal morphology in primates.PNAS109, 17914–17919 (2012).

    Article ADS CAS PubMed PubMed Central  Google Scholar 

  104. Benson, R. B. J., Starmer-Jones, E., Close, R. A. & Walsh, S. A. Comparative analysis of vestibular ecomorphology in birds.J. Anat.231, 990–1018 (2017).

    Article PubMed PubMed Central  Google Scholar 

  105. Hartman, J. H., Butler, R. D., Weiler, M. W. & Schumaker, K. K. Context, naming, and formal designation of the Cretaceous Hell Creek Formation lectostratotype, Garfield County.Montana. Geol. Soc. Am. Spec. Pap.503, 89–121 (2014).

    Google Scholar 

  106. Pearson, D. A., Schaefer, T., Johnson, K. R., Nichols, D. J. & Hunter, J. P. Vertebrate biostratigraphy of the Hell Creek Formation in southwestern North Dakota and northwestern South Dakota.Geol. Soc. Am. Spec. Pap.361, 145–167 (2002).

    Google Scholar 

  107. Lyson, T. R. & Longrich, N. R. Spatial niche partitioning in dinosaurs from the latest Cretaceous (Maastrichtian) of North America.Proc. R. Soc. B278, 1158–1164 (2011).

    Article PubMed  Google Scholar 

  108. Wall, W. P. & Heinbaugh, K. L. Locomotor adaptations inMetamynodon planifrons compared to other amynodontids (Perissodactyla, Rhinocerotoidea).Natl. Park Serv. Paleontol. Res.4, 8–17 (1999).

    Google Scholar 

  109. Maddin, H. C. & Sherratt, E. Influence of fossoriality on inner ear morphology: Insights from caecilian amphibians.J. Anat.225, 83–93 (2014).

    Article PubMed  Google Scholar 

  110. Harvey, P. H., Clutton-Brock, T. H. & Mace, G. M. Brain size and ecology in small mammals and primates.PNAS77, 4387–4389 (1980).

    Article ADS CAS PubMed PubMed Central  Google Scholar 

  111. De Meester, G., Huyghe, K. & Van Damme, R. Brain size, ecology and sociality: A reptilian perspective.Biol. J. Linn. Soc.126, 381–391 (2019).

    Article  Google Scholar 

  112. Bertrand, O. C., Püschel, H. P., Schwab, J. A., Silcox, M. T. & Brusatte, S. L. The impact of locomotion on the brain evolution of squirrels and close relatives.Commun. Biol.4, 460 (2021).

    Article PubMed PubMed Central  Google Scholar 

  113. Wever, E. G. The caecilian ear.J. Exp. Zool.191, 63–71 (1975).

    Article CAS PubMed  Google Scholar 

  114. Burda, H., Bruns, V. & Hickman, G. C. The ear in subterranean insectivora and rodentia in comparison with ground‐dwelling representatives. I. Sound conducting system of the middle ear.J. Morphol.214, 49–61 (1992).

  115. Christensen, C. B., Christensen-Dalsgaard, J., Brandt, C. & Madsen, P. T. Hearing with an atympanic ear: Good vibration and poor sound-pressure detection in the royal python,Python regius.J. Exp. Biol.215, 331–342 (2012).

    Article PubMed  Google Scholar 

  116. Zeyl, J. N. & Johnston, C. E. Amphibious auditory evoked potentials in four North American Testudines genera spanning the aquatic–terrestrial spectrum.J. Comp. Physiol. A201, 1011–1018 (2015).

    Article  Google Scholar 

  117. Pfaff, C., Martin, T. & Ruf, I. Bony labyrinth morphometry indicates locomotor adaptations in the squirrel-related clade (Rodentia, Mammalia).Proc. R. Soc. B282, 20150744 (2015).

    Article PubMed PubMed Central  Google Scholar 

  118. Bhagat, R., Bertrand, O. C. & Silcox, M. T. Evolution of arboreality and fossoriality in squirrels and aplodontid rodents: Insights from the semicircular canals of fossil rodents.J. Anat.238, 96–112 (2021).

    Article PubMed  Google Scholar 

  119. Shimer, H. W. Adaptations to aquatic, arboreal, fossorial and cursorial habits in mammals. IV. Cursorial adaptations.Am. Nat.37, 819–825 (1904).

    Article  Google Scholar 

  120. Emerson, S. B. Burrowing in frogs.J. Morphol.149, 437–458 (1976).

    Article PubMed  Google Scholar 

  121. Krumenacker, L. J. Paleontological and chronostratigraphic correlations of the mid-Cretaceous Wayan–Vaughn depositional system of southwestern Montana and southeastern Idaho.Hist. Biol.32, 1301–1311 (2020).

    Article  Google Scholar 

  122. Fearon, J. L. & Varricchio, D. J. Reconstruction of the forelimb musculature of the Cretaceous ornithopod dinosaurOryctodromeus cubicularis: Implications for digging.J. Vertebr. Paleontol.36, e1078341 (2016).

    Article  Google Scholar 

  123. Avrahami, H. M., Makovicky, P. J. & Zanno, L. E. A new orodromine from the Mussentuchit Member of the Cedar Mountain Formation.J. Vertebr. Paleontol. Progr. Abstr.2022, 71 (2022).

    Google Scholar 

  124. Hannebaum, Z. J. & Varricchio, D. J. A study ofOrodromeus taphonomy at egg mountain, part of the upper cretaceous two medicine formation near Choteau, Montana.J. Vertebr. Paleontol. Progr. Abstr.2022, 164 (2022).

    Google Scholar 

  125. Parks, W. A.Thescelosaurus warreni, a new species of orthopodous dinosaur from the Edmonton Formation of Alberta.Univ. Toronto Stud. Geol. Ser.21, 1–42 (1926).

    Google Scholar 

  126. Sternberg, C. M. A classification ofThescelosaurus, with a description of a new species.Proc. Geol. Soc. Am.1936, 375 (1937).

    Google Scholar 

  127. Vizcaíno, S. F., Zárate, M., Bargo, M. S. & Dondas, A. Pleistocene burrows in the Mar del Plata area (Argentina) and their probable builders.Acta Palaeontol. Pol.46, 289–301 (2001).

    Google Scholar 

  128. Voorhies, M. R. Vertebrate Burrows. inThe Study of Trace Fossils (ed. Frey, R. W.) 325–350 (Springer, 1975).

  129. Tucker, R. T., Suarez, C. A., Makovicky, P. J. & Zanno, L. E. Paralic Sedimentology of the Mussentuchit Member Coastal Plain, Cedar Mountain Formation, Central Utah, USA.J. Sediment. Res.92, 546–569 (2022).

  130. Avrahami, H. M., Makovicky, P. J. & Zanno, L. E. Paleohistology of a new orodromine from the Upper Cretaceous (Cenomanian) Mussentuchit Member of the Cedar Mountain Formation, Utah: Histological implications for burrowing behavior.J. Vertebr. Paleontol. Progr. Abstr.2019, 53 (2019).

    Google Scholar 

  131. Dyman, T. S. & Tysdal, R. G. Correlation of Lower and Upper Cretaceous Blackleaf Formation, Lima Peaks area to eastern Pioneer Mountains, southwestern Montana foreland basin.Am. Assoc. Pet. Geol. Bull.74, 646–647 (1990).

    Google Scholar 

  132. Ullmann, P. V., Varricchio, D. & Knell, M. J. Taphonomy and taxonomy of a vertebrate microsite in the mid-Cretaceous (Albian-Cenomanian) Blackleaf Formation, southwest Montana.Hist. Biol.24, 311–328 (2012).

    Google Scholar 

  133. Pooley, A. C. & Gans, C. The Nile crocodile.Sci. Am.234, 114–125 (1976).

    Article CAS PubMed  Google Scholar 

  134. Riley, J. & Huchzermeyer, F. W. African dwarf crocodiles in the Likouala Swamp forests of the Congo Basin: Habitat, density, and nesting.Copeia1999, 313–320 (1999).

    Article  Google Scholar 

  135. Ding, Y.-Z.et al. Position of burrow entrances in wild Chinese alligators.Zool. Res.24, 254–258 (2003).

    Google Scholar 

  136. Serena, M., Thomas, J. L., Williams, G. A. & Officer, R. C. E. Use of stream and river habitats by the platypus,Ornithorhynchus anatinus, in an urban fringe environment.Aust. J. Zool.46, 267–282 (1998).

    Article  Google Scholar 

  137. Harvey, G. L., Henshaw, A. J., Brasington, J. & England, J. Burrowing invasive species: An unquantified erosion risk at the aquatic-terrestrial interface.Rev. Geophys.57, 1018–1036 (2019).

    Article ADS  Google Scholar 

  138. McLennan, J. A., Rudge, M. R. & Potter, M. A. Range size and denning behaviour of brown kiwi,Apteryx australis.New Zealand J. Ecol.10, 97–107 (1987).

    Google Scholar 

  139. Jamieson, S. E., Castro, I., Jensen, T., Morrison, K. W. & Durrant, B. Roosting preferences of north island brown kiwis (Apteryx mantelli).Wilson J. Ornithol.128, 857–866 (2016).

    Article  Google Scholar 

  140. Corfield, J. R., Eisthen, H. L., Iwaniuk, A. N. & Parsons, S. Anatomical specializations for enhanced olfactory sensitivity in Kiwi,Apteryx mantelli.Brain. Behav. Evol.84, 214–226 (2014).

    Article PubMed  Google Scholar 

  141. Wenzel, B. M. Olfactory prowess of the kiwi.Nature220, 1133–1134 (1968).

    Article ADS CAS PubMed  Google Scholar 

  142. Weldon, P. J. & Ferguson, M. W. J. Chemoreception in crocodilians: Anatomy, natural history, and empirical results.Brain. Behav. Evol.41, 239–245 (1993).

    Article CAS PubMed  Google Scholar 

  143. Casas-Crivillé, A. & Valera, F. The European bee-eater (Merops apiaster) as an ecosystem engineer in arid environments.J. Arid Environ.60, 227–238 (2005).

    Article ADS  Google Scholar 

  144. Masello, J. F. & Quillfeldt, P. Chick growth and breeding success of the burrowing parrot.Condor104, 574–586 (2002).

    Article  Google Scholar 

  145. Mitkus, M., Nevitt, G. A. & Kelber, A. Development of the visual system in a burrow-nesting seabird: Leach’s storm petrel.Brain. Behav. Evol.91, 4–16 (2018).

    Article PubMed  Google Scholar 

  146. De Leon, A., Minguez, E. & Belliure, B. Self-odour recognition in European storm-petrel chicks.Behaviour140, 925–933 (2003).

    Article  Google Scholar 

  147. O’Dwyer, T. W., Ackerman, A. L. & Nevitt, G. A. Examining the development of individual recognition in a burrow-nesting procellariiform, the Leach’s storm-petrel.J. Exp. Biol.211, 337–340 (2008).

    Article PubMed  Google Scholar 

  148. Robertson, D. S., McKenna, M. C., Toon, O. B., Hope, S. & Lillegraven, J. A. Survival in the first hours of the cenozoic.Bull. Geol. Soc. Am.116, 760–768 (2004).

    Article  Google Scholar 

  149. Alvarez, L. W., Alvarez, W., Asaro, F. & Michel, H. V. Extraterrestrial cause for the cretaceous-tertiary extinction.Science208, 1095–1108 (1980).

    Article ADS CAS PubMed  Google Scholar 

  150. Sheehan, P. M. & Hansen, T. A. Detritus feeding as a buffer to extinction at the end of the Cretaceous.Geology14, 868–870 (1986).

    Article ADS  Google Scholar 

  151. Pope, K. O., Baines, K. H., Ocampo, A. C. & Ivanov, B. A. Energy, volatile production, and climatic effects of the Chicxulub Cretaceous/Tertiary impact.J. Geophys. Res.102, 21645–21664 (1997).

    Article ADS CAS PubMed  Google Scholar 

  152. Debey, L. B. & Wilson, G. P. Mammalian distal humerus fossils from eastern Montana, USA with implications for the Cretaceous-Paleogene mass extinction and the adaptive radiation of placentals.Palaeontol. Electron.20, 1–92 (2017).

    Google Scholar 

  153. Shelley, S. L., Brusatte, S. L. & Williamson, T. E. Quantitative assessment of tarsal morphology illuminates locomotor behaviour in Palaeocene mammals following the end-Cretaceous mass extinction.Proc. R. Soc. B288, 202110393 (2021).

    Article  Google Scholar 

  154. Lautenschlager, S., Witmer, L. M., Altangerel, P., Zanno, L. E. & Rayfield, E. J. Cranial anatomy ofErlikosaurus andrewsi (Dinosauria, Therizinosauria): New insights based on digital reconstruction.J. Vertebr. Paleontol.34, 1263–1291 (2014).

    Article  Google Scholar 

  155. Campione, N. E., Evans, D. C., Brown, C. M. & Carrano, M. T. Body mass estimation in non-avian bipeds using a theoretical conversion to quadruped stylopodial proportions.Methods Ecol. Evol.5, 913–923 (2014).

    Article  Google Scholar 

  156. Brassey, C. A., Maidment, S. C. R. & Barrett, P. M. Body mass estimates of an exceptionally completeStegosaurus (Ornithischia: Thyreophora): Comparing volumetric and linear bivariate mass estimation methods.Biol. Lett.11, 20140984 (2015).

    Article PubMed PubMed Central  Google Scholar 

  157. Campione, N. E. Extrapolating body masses in large terrestrial vertebrates.Paleobiology43, 693–699 (2017).

    Article  Google Scholar 

  158. Zhou, C. F., Gao, K. Q., Fox, R. C. & Du, X. K. Endocranial morphology of psittacosaurs (Dinosauria: Ceratopsia) based on CT scans of new fossils from the Lower Cretaceous, China.Palaeoworld16, 285–293 (2007).

    Article  Google Scholar 

  159. Norman, D. B. Basal Iguanodontia. InThe Dinosauria (eds. Weishampel, D. B., Dodson, P. & Osmolska, H.) 413–487 (University of California Press, 2004).

  160. Arbour, V. M. & Currie, P. J.Euoplocephalus tutus and the diversity of ankylosaurid dinosaurs in the Late Cretaceous of Alberta, Canada, and Montana, USA.PLoS One8, e62421 (2013).

    Article ADS CAS PubMed PubMed Central  Google Scholar 

  161. Brown, B. & Schlaikjer, E. M. The structure and relationships ofProtoceratops.Ann. N. Y. Acad. Sci.40, 133–206 (1940).

    Article ADS  Google Scholar 

  162. Marsh, O. C. The typical Ornithopoda of the American Jurassic.Am. J. Sci.48, 85–90 (1894).

    Article ADS  Google Scholar 

  163. Colbert, E. The weights of dinosaurs.Am. Museum Novit.2076, 1–16 (1962).

    Google Scholar 

  164. Button, D. J. & Zanno, L. E. Repeated evolution of divergent modes of herbivory in non-avian dinosaurs.Curr. Biol.30, 158-168.e4 (2020).

    Article CAS PubMed  Google Scholar 

  165. van Der Reest, A. J. & Currie, P. J. Troodontids (Theropoda) from the Dinosaur Park Formation, Alberta, with a description of a unique new taxon: Implications for deinonychosaur diversity in north america.Can. J. Earth Sci.54, 919–935 (2017).

    Article  Google Scholar 

  166. Cullen, T. M.et al. Anatomical, morphometric, and stratigraphic analyses of theropod biodiversity in the Upper Cretaceous (Campanian) Dinosaur Park Formation.Can. J. Earth Sci.58, 870–884 (2021).

    Article  Google Scholar 

  167. Lautenschlager, S., Rayfield, E. J., Altangerel, P., Zanno, L. E. & Witmer, L. M. The endocranial anatomy of Therizinosauria and its implications for sensory and cognitive function.PLoS One7, e52289 (2012).

    Article ADS CAS PubMed PubMed Central  Google Scholar 

  168. Adams, D. C. A method for assessing phylogenetic least squares models for shape and other high-dimensional multivariate data.Evolution68, 2675–2688 (2014).

    Article PubMed  Google Scholar 

  169. R Development Core Team. R: A language and environment for statistical computing. (2013).https://www.r-project.org/.

  170. Orme, D., Freckleton, R., Thomas, G., Petzoldt, T., Fritz, S., Isaac, N. & Pearse, W. caper: Comparative analyses of phylogenetics and evolution in R. (2018).https://CRAN.R-project.org/package=caper, 2018.

  171. Pagel, M. Inferring the historical patterns of biological evolution.Nature401, 877–884 (1999).

    Article ADS CAS PubMed  Google Scholar 

  172. Witmer, L. M. & Ridgely, R. C. Structure of the brain cavity and inner ear of the centrosaurine ceratopsid dinosaurPachyrhinosaurus based on CT scanning and 3D visualization. InA new horned dinosaur from an Upper Cretaceous bone bed in Alberta (eds. Currie, P. J., Langston, W. & Tanke, D. H.) 117–144 (National Research Council of Canada Monograph Publishing Program, 2008).

  173. Brown, C. M., Evans, D. C., Ryan, M. J. & Russell, A. P. New data on the diversity and abundance of small-bodied ornithopods (Dinosauria, Ornithischia) from the Belly River Group (Campanian) of Alberta.J. Vertebr. Paleontol.33, 495–520 (2013).

    Article  Google Scholar 

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Acknowledgements

Thanks go to A. Canoville for assistance in scanning NCSM 15728, and to A. Giterman, L. Bowles, and L. Button for their help in specimen housing and transport. This work benefited considerably from conversations with H. Avrahami. DJB was supported by ERC grant no. 788203 (INNOVATION).

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Authors and Affiliations

  1. Bristol Palaeobiology Group, School of Earth Sciences, University of Bristol, Bristol, BS8 1TQ, UK

    David J. Button

  2. Paleontology, North Carolina Museum of Natural Sciences, Raleigh, NC, USA

    Lindsay E. Zanno

  3. Department of Biological Sciences, North Carolina State University, Raleigh, NC, USA

    Lindsay E. Zanno

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  1. David J. Button

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  2. Lindsay E. Zanno

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D.J.B. processed and analysed the data. D.J.B. and L.E.Z. interpreted the data and results. D.J.B. and L.E.Z. wrote the manuscript.

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Correspondence toDavid J. Button.

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Button, D.J., Zanno, L.E. Neuroanatomy of the late CretaceousThescelosaurus neglectus (Neornithischia: Thescelosauridae) reveals novel ecological specialisations within Dinosauria.Sci Rep13, 19224 (2023). https://doi.org/10.1038/s41598-023-45658-3

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