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Figures 269–274 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 269–274. Analysis of position of patellar trichobothrium esb relative to esb and em in buthids. Figure 269. Ranked horizontal bar 2 1 plot of axial position of esb 2 relative to esb 1, normalized to axial distance between em and esb 1 (n = 435 patellae, representing 395 species in 75 genera; 77% of recognized genera. Color codes: blue, 'Buthus' group (n = 146); cyan, 'Ananteris/ Isometrus' group (n = 68); red, 'Charmus/ Uroplectes' group (n = 92, including Microcharmus variegatus); green, 'Tityus' group (n = 129). Gray line: threshold ratio of + 0.18 selected for character discretization. Insets: trichobothrial patterns of selected species and trichobothrial nomenclature in Parabuthus abyssinicus (external views, right patellae). Figure 270. Distributions of normalized axial positions of esb relative to esb in four main clades of buthids (color 2 1 codes as in Fig. 269). Indicated are percentages of each group falling below and above discretization threshold. Figure 271. Bivariate scatter plot of normalized axial position of em relative to esb 1 vs. normalized axial position of esb 2 relative to esb 1 in buthids (sample and group color codes as in Fig. 269). Normalization by est-esb1 distance. Figures 272–274. Bivariate scatter plots of data in Fig. 271 showing distributions of selected genera from 'Charmus/ Uroplectes' group (272) and 'Tityus' group (273–274).

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Figures 281–284 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 281–284. Examples of MPTs of buthid exemplar taxa retrieved by analysis of 35 discrete morphological characters (Tables 10–11), rooted by outgroup Microcharmus variegatus, under equal weights (majority rule consensus of 20 trees, 50% cut) (281), and implied weights with concavity constants k = 1 (282), k = 3 (283) and k = 10 (284). Numbers above nodes in Fig. 281 are percentages of MPTs. Numbers above nodes in Figs. 282–284 are jackknife by symmetric resampling supports, those below relative Bremer supports.

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Figures 206–209 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 206–209. Examples of MPTs retrieved by phylogenetic analyses of Grosphus and Teruelius, with multiple outgroup taxa in topologies fixed by backbone constraints. Figures 206–207. MPTs retrieved with 11 outgroup taxa in constrained topologies determined by the buthid MPT of Fig. 276, from discrete characters (206) or discrete and continuous characters (207), analyzed under implied weights. Figures 208–209. MPTs retrieved with 7 outgroup taxa in constrained topologies determined by molecular phylogenetic analyses of buthids (Fig. 190), from discrete characters (208) or discrete and continuous characters (209), analyzed under prior (209) or implied (208) weights. Numbers above nodes are jackknife by symmetric resampling supports, those below relative Bremer supports. Color coding of groups according to legend in Fig. 16.

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Figures 265–268 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 265–268. Analysis of distal pectinal tooth shape and pedipalp chela manus basal trichobothriotaxy in microcharmids and buthids. Figure 265. Bivariate scatter plot of outer curvature angle Θ of distal pectinal tooth vs. carapace L in buthids (black and gray symbols; n = 267; 142 ♂, 125 ♀; 61 genera) and microcharmids (green symbols: n = 9; 3 ♂, 6 ♀; 2 genera). All four main clades of buthids represented: 'Buthus', 'Ananteris/ Isometrus', 'Charmus/ Uroplectes' and 'Tityus' groups. Members of 'Buthus' group are plotted as black symbols. Males plotted as triangles, females as circles. Intersecting lines subtending Θ are tangent on the outer (distal) margin at 1/3 and 2/3 along the longitudinal axis of the tooth. Gray line: linear least squares regression (R = –0.44, P <0.0001). Abscissa with logarithmic scale. Figure 266. Ranked vertical bar plot of data for outer curvature angle Θ in Fig. 265,. Color codes as in Fig. 265. Silhouettes are examples of distal tooth profiles. Figures 267–268. Distributions of configurations of basal trichobothria (Eb 1, Eb 2 and Eb 3) on pedipalp chela manus among four main clades of buthids. Relative position of Eb 1 and Eb 2 along proximal-distal axis of manus (267), and direction of opening of non-reflex angle formed by (Eb 1, Eb 2, Eb ) triad (268). Data from n = 604 buthids, and n = 3 microcharmids (classified under 'Charmus/ Uroplectes' group).

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Figures 200–203 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 200–203. Examples of MPTs retrieved by phylogenetic analyses of Grosphus and Teruelius, rooted by 4 different outgroup taxa: Pseudolychas ochraceus (200), P. pegleri (201), Tityobuthus monodi (202) and Somalicharmus whitmanae (203). Weighting schemes and data matrices indicated above each tree (see Table 7). Numbers above nodes are jackknife by symmetric resampling supports, those below relative Bremer supports. Color coding of groups according to legend in Fig. 16.

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Figures 184–189 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 184–189. Variation in UV fluorescence of preserved material. Figures 184–185. Teruelius limbatus, female in dorsal (184) and ventral (185) views under uniform UV Illumination (395 nm LED array). White arrows in Fig. 185 indicate areas on right lateral metasoma IV, V and telson with strong photobleaching. Scale bar: 10 mm. Figures 186–187. Histograms showing calculated distributions of fluorescence intensity for left lateral metasoma V and telson (186), and right lateral metasoma V and telson (187). Pixel intensities calculated from JPEG images by luminance grayscale conversion and inversion of the OECF of the camera (Canon EOS 5DsR). OECF estimated by 5th-order polynomial fit to relationship between gray values of 66 linear RAW converted vs. sRGB encoded images of a uniform test target illuminated by white light LED driven by variable current source. Figure 188. Distribution of measured fluorescence intensity (photodetector current) of medial sternite VI in Grosphus (cyan bars and symbols, n = 25, 5 spp.) and Teruelius (yellow bars and symbols, n = 39, 7 spp.). Inset image: Grosphus madagascariensis (♂) (left) and Teruelius ankarana (♂) (right) under UV light. Figure 189. Raw data of Fig. 188 plotted by species. Each symbol represents a measurement from one specimen. Horizontal lines indicate ranges of variation. Numbers on the right are coefficient of variation (CV). Cyan symbols: Grosphus; yellow symbols: Teruelius; green symbols: reference data from control batches of two buthids,

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Figures 179–182 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 179–182. Morphometrics of telson lateral profiles. Figure 179. Elliptic Fourier analysis (EFA) of lateral profiles. Upper panel: EFA curve fits to profiles of Grosphus hirtus, G. mandena, Teruelius ankarafantsika and T. annulatus by Fourier series with cumulative terms up to and including second (blue), fourth (green), eighth (red) and sixteenth (orange) order harmonics. Telson profiles oriented with dorsal surface horizontal, start point at anterior limit of vesicle, peduncle truncated, area normalized. Lower panel: Histogram plots of harmonic loadings of first two principal components, PC1 and PC2, obtained from PCA of 64 standardized Fourier coefficients from up to sixteenth order harmonic terms, accounting for 30.33% and 19.54% of variance, respectively (total variance 49.87%). Bars are heat map coded by loading values, harmonics with highest positive loadings labelled (red bars). Figure 180. Bivariate scatter plot of subspace of first two principal components rotated (PC1*, PC2*) to minimize variance of Teruelius spp. (yellow symbols) along vertical axis. Data from 117 telson profiles from Grosphus (n = 35, 14 spp.), Teruelius (n = 65, 21 spp.), Pseudolychas (n = 6, 3 spp.) and other outgroup taxa (n = 11, 4 spp.), both males and females. Upper inset: scree plot of eigenvalue vs. PC number. Lower inset: legend for symbol colors: Grosphus 'hirtus' group (= G. angulatus sp. n., G. hirtus, G. polskyi, G. tavaratra, G. voahangyae), blue; other Grosphus spp., cyan; Teruelius flavopiceus, orange; T. ankarana, magenta; T. grandidieri, red; other Teruelius spp., yellow; Pseudolychas spp., black; other outgroup taxa, gray. Figure 181. Bivariate scatter plot of mean values of PC2* vs. PC1* for male telson profiles of Grosphus (12 spp.), Teruelius (16 spp.), Pseudolychas (3 spp.) and other outgroup taxa (4 spp.). Figure 182. Bivariate scatter plot of mean values of PC2* vs. PC1* for female telson profiles of Grosphus (7 spp.), Teruelius (15 spp.), Pseudolychas (3 spp.) and other outgroup taxa (4 spp.). Profile silhouette examples shown for analyzed species in Figs. 181–182. Error bars in Fig. 182 are standard errors. Symbol colors in Figs. 181–182 as in legend of Fig. 180.

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Figures 196–199 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 196–199. Examples of MPTs retrieved by phylogenetic analyses of Grosphus and Teruelius, rooted by 4 different outgroup taxa: Charmus laneus (196), Karasbergia methueni (197), Lychas mucronatus (198) and Microcharmus variegatus (199). Weighting schemes and data matrices indicated above each tree (see Table 7). Numbers above nodes are jackknife by symmetric resampling supports, those below relative Bremer supports. Color coding of groups according to legend in Fig. 16.

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Figures 224–231 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 224–231. Hemispermatophores of the buthids Tityobuthus and Charmus. Figures 224–228. Left hemispermatophore of Tityobuthus monodi. Whole hemispermatophore (224) and distal region including capsule and flagellum (225–228) in convex (225), anterior (226), concave (227) and posterior (228) views. Figures 229–231. Left hemispermatophore of Charmus laneus. Whole hemispermatophore (229) and distal region including capsule and flagellum (230–231) in convex (229–230) and anterior (231) views. Scale bars: 200 μm (230–231), 500 μm (224, 225–228, 229).

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Figures 150–164 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 150–164. Granulation of ventrosubmedian carinae of metasomal segment I. Figures 150–157. Optical image analysis of carinal granulation in Grosphus hirtus, ♂ (150–153) and Teruelius mahafaliensis, ♂ (154–157). Granule patterns (white on black) resolved by binary thresholding of image gray level with maximum entropy algorithm (150, 154), carinae traced as piecewise linear paths following granules or ridges (151, 155, red lines, UV fluorescence), fluctuations in gray levels (8-bit) along traced carinae associated with granulation, normalized to total carinal length (152, 156), and power spectra of fluctuations after subtraction of mean gray level and linear trends (153, 157). Images resampled to 340 pixel width (bilinear down-sample, or cubic up-sample) and smoothed by Gaussian filter, radius 2 pixels (thresholding) or 1 pixel (spectral analysis). Scale bars: 400 μm (151, 155). Figure 158. Bivariate logarithmic scatter plot of integrated power of gray level fluctuations (spatial frequency range 10–26 granules/ carina) vs. mean length of granules along carinal axis resolved by binary thresholding for Grosphus (cyan symbols, n = 30, 8 spp.) and Teruelius (yellow, orange, magenta and red symbols, n = 44, 18 spp.). T. feti represented by juvenile holotype male. 'Granule' length = 1 if thresholded regions merge into single carina. Figures 159–164. Ventral views of metasomal segment I showing different carinal granulation in Grosphus vs. Teruelius. G. madagascariensis, ♂ (159), G. angulatus sp. n., ♀ (160), T. flavopiceus, ♀ (161), T. ankarana, ♀ (162), T. grandidieri, ♂ (163), and T. limbatus, ♀ (164). Reflected white light images. Scale bars: 2 mm.

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Figures 130–149 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 130–149. Ventral views of metasomal segment I showing variation in granulation and development of paired ventrosubmedian carinae in Teruelius. Labels and arrows as in Figs. 105–129. Reflected white light illumination: 130, 134, 137–138, 141, 146–149; UV fluorescence: 131–133, 135–136, 139–140, 142–145; resampled from published images: 130, 134, 141, 146, 148–149 (Lourenço & Wilmé, 2016; Lourenço et al., 2016; Lourenço, 2014; Lourenço & Wilmé, 2015b).

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Figures 165–168. Metasoma and pedipalp characters. Figure 165 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 165–168. Metasoma and pedipalp characters. Figure 165. Horizontal bar plot of mean ratio R = d(Eb2, Eb3)/ d(Eb1, Eb2), of inter123 trichobothrial distances on pedipalp chela manus (character 36) for Grosphus (n = 50, 7 spp.), Teruelius (n = 61, 13 spp.), Pseudolychas (n = 6, 3 spp.) and other outgroup taxa (n = 25, 8 spp.). Error bars are standard errors. Discretization threshold at step change in ranked ratio. Figure 166. Bivariate logarithmic scatter plot of positions of pedipalp fixed finger trichobothria db vs. est for Grosphus (n = 40, 13 spp.) and Teruelius (n = 57, 21 spp.). Distances of db and est to distal terminus of fixed finger normalized to corresponding distance of manus Et (inset diagrams). Figure 167. Horizontal logarithmic bar plot of mean ratio of distances of trichobothria db and est from tip of fixed finger (character 35). Data as in Fig. 166. Error bars are standard errors. Discretization threshold at step change in ranked ratio. Color codes of symbols in Fig. 166 and bars in Figs. 165, 167–168 as in Fig. 16 legend. Figure 168. Horizontal bar plot of mean ratio of metasoma I L/W in males (character 18) of Grosphus (n = 20, 12 spp.), Teruelius (n = 28, 18 spp.), Pseudolychas (n = 5, 2 spp.) and other outgroup taxa (n = 12, 9 spp.). Error bars are standard errors. Discretization thresholds at step changes in ranked ratio.

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Figures 173–178 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 173–178: Analysis of position of petite 'trichobothrium' d on pedipalp femur of Grosphus, Teruelius and Pseudolychas. Figures 2 173–174. Cartesian x-y coordinates for digitizing positions of d and dorsointernal carina in Grosphus madagascariensis (173) and Teruelius 2 olgae (174). Coordinates of d 2 are (d 2x, d 2y) indicated by cyan (173) or yellow (174) symbol. Positions of granules of dorsointernal carina indicated by black symbols. Granules fitted by B-spline (magenta curves) or parametric function (green curves). Ymax: asymptotic value of parametric function. Figure 175. Bivariate scatter plot of minimum distances, s, of d from parametric curve vs. d from B-spline curve (both 2 2 normalized against Y) for femora of Grosphus (n = 34, 14 spp.), Teruelius (n = 49, 20 spp.) and Pseudolychas (n = 3, 3 spp.). Gray diagonal max line: least squares regression for Grosphus and Teruelius data, R = 0.8131, P <0.0001. Symbol colors indicated in legend. Black arrows mark isolated outlier points. Figure 176. Bivariate scatter plot of means of minimum distances for species of Grosphus and Teruelius, summarizing data of Fig. 175. Error bars are standard errors. Gray diagonal line: least squares regression, R = 0.9700, P <0.0001. Figure 177. Bivariate scatter plot of normalized x-y coordinates of d 2 for data in Fig. 175. Abscissas normalized against femur length, L femur, ordinates against Y max. Figure 178. Bivariate scatter plot of means of normalized x-y coordinates for species of Grosphus and Teruelius, summarizing data of Fig. 177. Error bars are standard errors. Data extracted from images of specimens and published figures of femur in dorsal aspect showing granules and trichobothria, in which d 2 could be identified.

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Figures 91–104 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 91–104. Light reflection properties of sternites VII and VI. Figures 91–102. Spatial distribution of intensity at 45° reflection angles of laser beam with 45° incidence to normal on sternites VII (odd numbered figures) and VI (even numbered figures) from Grosphus madagascariensis ♂ (91–92), Grosphus angulatus sp. n. ♀ (93–94), Lychas mucronatus, ♀ (95–96), Teruelius limbatus, ♀ (97–98), Teruelius flavopiceus, ♀ (99–100), and Teruelius ankarana, ♀ (101–102). Illumination source: 650 nm laser diode (650MDLC-5-1235), 5 mW, focused to 40 μm diameter spot on medial areas of sternites. Imaging device: Canon EOS 7D Mark II digital camera with 100 mm f/2.8 macro lens focused on translucent white diffuser screen intercepting reflected beams. TIFF files generated by linear RAW conversion. Scale: largest circle in each bounding box subtends 0.1022 sr. Figure 103. Horizontal bar chart comparing mean radii of dispersion of reflected beams in Figs. 91–102. Means obtained from pixel-normalized radial density functions computed by ImageJ 1.52a Radial Profile plugin, normalized to mean radius of specular reflection off a silver front surface mirror. Inset: sternites VI and VII from T. ankarana, ♀. Figure 104. Horizontal bar chart comparing mean intensities of reflected beams shown in Figs. 91–102. Mean intensities computed for pixels within central circle subtending 0.0637 sr, expressed as percentage mean intensity of specular reflection off a silver front surface mirror.

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Figures 45–52. Tibial spurs and tarsal setation. Figures 45–46 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 45–52. Tibial spurs and tarsal setation. Figures 45–46. Tibial and tarsal segments of leg III (45) and leg IV (46) of Grosphus madagascariensis in retrolateral view. Figures 47–48. Tibial and tarsal segments of leg III (47) and leg IV (48) of Teruelius limbatus in retrolateral view. Abbreviations: Tb, tibia; Bt, basitarsus (tarsomere I); Tt, telotarsus (tarsomere II); ts, tibial spur; vs, ventral setae of telotarsus. Figures 49–50. Horizontal bar plots of the mean ratio of tibial spur L/ tibia distal D for leg III (49) and leg IV (50) (characters 10 and 11, respectively) of Grosphus (n = 34, 9 spp.), Teruelius (n = 66, 21 spp.), Pseudolychas (n = 2, 2 spp.) and other outgroup taxa (n = 15, 8 spp.). Data from both sexes pooled. Error bars are standard errors. Discretization thresholds shown at step changes in ranked length. Color codes of bars as indicated in Fig. 16 legend. Figures 51–52. Ventral telotarsal setation. Figure 51. Logarithmic distribution of number of macrosetae on ventral telotarsus III (character 12) in Grosphus (cyan bars and symbols, n = 36, 8 spp.) and Teruelius (yellow bars and symbols, n = 12, 10 spp.). Macrosetal counts on abscissa plotted on logarithmic scale. Insets: UV fluorescence photomicrographs and maps of macroseta sockets (red dots) of ventral telotarsus III in Grosphus simoni (left) and Teruelius flavopiceus (right). Figure 52. Horizontal bar plot of ratios of mean blue channel intensities of dorsal vs. ventral regions-of-interest (ROI) (white boxes) in telotarsal images of Grosphus (cyan bars) and Teruelius (yellow bars). Insets: control images (*) of T. haeckeli sp. n. (a, leg III) and G. madagascariensis (c, leg III), original (upper) and resampled (lower); test images of T. sabineae (b, leg IV) and G. ambre (d, leg IV) (resampled from: Lourenço & Wilmé, 2016; Lourenço et al., 2018). Error bars: standard deviations of ROI pixels.

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Figures 215–223 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 215–223. Hemispermatophores of Microcharmus and the buthids Thaicharmus and Buthoscorpio. Figures 215–218. Right hemispermatophore of paratype male of Microcharmus variegatus. Distal region including capsule and flagellum (215–216), and whole hemispermatophore (217–218) in anterior (215, 217) and convex (216, 218) views. Figures 219–221. Left hemispermatophore of Thaicharmus sp. (shown as mirror image for comparison). Distal region including capsule and flagellum (219–220), and whole hemispermatophore (221) in anterior (219) and convex (220–221) views. Figures 222–223. Left hemispermatophore of Buthoscorpio sarasinorum, distal region including capsule and flagellum in posterior (222) and convex (223) views. Scale bars: 200 μm (215–216), 400 μm (219–220, 222–223), 500 μm (217–218), 1 mm (221).

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Figure 183 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figure 183. Morphometrics of telson lateral profiles. Trivariate scatter plot of first three unrotated principal components (PC1, PC2, PC3) of harmonics extracted by Elliptic Fourier analysis (Fig. 179), rendered as a 3D cross stereoscopic pair. Symbol colors as in legend of Fig. 180.

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Figures 169–172 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 169–172. Pedipalp chela internal views of G. hirtus (169), T. ankarafantsika (170), T. ankarana (171) and T. olgae (172) showing differences in density of setation and granulation on manus (characters 37– 38). Scale bars: 2 mm. UV fluorescence.

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Figure 280 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figure 280. Example MPT of buthids and Microcharmus variegatus retrieved by analysis of 35 discrete morphological characters (Tables 10–11), rooted by outgroup Pseudochactas ovchinnikovi, under implied weights with concavity constant k = 6 and character 5 prior weight = 2, other character prior weights = 1. Boxes indicate unambiguous synapomorphies, filled boxes unique (derived once with reversals allowed), and open boxes homoplasious (derived more than once) synapomorphies. Numbers above boxes are character identifiers, those below boxes derived character states. Numbers above nodes are jackknife by symmetric resampling supports, those below relative Bremer supports. Vertical gray bars mark four major buthid clades resolved by previous trichobothrial and DNA analyses (Fet et al., 2005; Štundlová et al. 2022).

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Figures 275–279 in Reanalysis of Teruelius and Grosphus (Scorpiones Buthidae with descriptions of two new species

Figures 275–279. Examples of MPTs of buthids and Microcharmus variegatus retrieved by analysis of 35 discrete morphological characters (Tables 10–11), rooted by outgroup Pseudochactas ovchinnikovi, under equal weights (strict consensus of 20 MPTs of equal length) (275), implied weights with concavity constant k = 10 (276), prior weights with character 5 weight = 2, other character weights = 1 (strict consensus of 112 MPTs of equal length) (277), and implied weights with character 5 prior weight = 2, other character prior weights = 1, and with concavity constants k = 1 (278) and k = 10 (279). Numbers above nodes are jackknife by symmetric resampling supports, those below relative Bremer supports.

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

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behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record