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zenodo40/100

Fig.ç16.A mblyops sagamiensis sp. nov., A–E, I, allotype, male (NSMT-Cr 21362); F, H, holotype, female (NSMT-Cr 21361); G, J, paratype, female with partially developed marsupium (NSMT-Cr 21363). A, third pleopod (le); B, fourth pleopod (le); C, pseudobranchial lobe on the same limb (le); D, distal part of exopod of the same limb (le), E, h pleopod (right), F, G, uropod and telson (dorsal); H, I, proximal part of uropodal endopod (le, ventral); J, posterior part of telson (dorsal). in The Genus Amblyops (Crustacea: Mysida: Mysidae: Erythropinae) from East Asia and Australia, with Descriptions of Ten New Species

Fig.ç16.A mblyops sagamiensis sp. nov., A–E, I, allotype, male (NSMT-Cr 21362); F, H, holotype, female (NSMT-Cr 21361); G, J, paratype, female with partially developed marsupium (NSMT-Cr 21363). A, third pleopod (le); B, fourth pleopod (le); C, pseudobranchial lobe on the same limb (le); D, distal part of exopod of the same limb (le), E, h pleopod (right), F, G, uropod and telson (dorsal); H, I, proximal part of uropodal endopod (le, ventral); J, posterior part of telson (dorsal).

opencc-by-4.0May 2012View details →
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Fig.ç23.A mblyops sp. 2, female (NSMT-Cr 21368). A, anterior part of body (dorsal); B, antennal scale (right, dorsal); C, apical part of antennal scale (right, dorsal); D, third thoracopodal endopod (right); E, distal part of the same limb (right); F, fourth thoracopod (right); G, distal part of the same limb (right); H, uropodal endopod (le, ventral); I, anterior half of telson. in The Genus Amblyops (Crustacea: Mysida: Mysidae: Erythropinae) from East Asia and Australia, with Descriptions of Ten New Species

Fig.ç23.A mblyops sp. 2, female (NSMT-Cr 21368). A, anterior part of body (dorsal); B, antennal scale (right, dorsal); C, apical part of antennal scale (right, dorsal); D, third thoracopodal endopod (right); E, distal part of the same limb (right); F, fourth thoracopod (right); G, distal part of the same limb (right); H, uropodal endopod (le, ventral); I, anterior half of telson.

opencc-by-4.0May 2012View details →
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CAIRT/IASI-NG/CAIRT+IASI-NG FL2S results of Case Study Scenario 4 for limb-nadir application

<p>Results of the fast level-2 simulator (FL2S) for Case Study Scenarios 4 (only SO2 files) for limb-nadir application. The files contain altitude-time cross-sections of atmospheric parameters along simulated CAIRT-orbits. The variable extensions denote the original field ('_ori'), the application of the averaging kernel ('_ak') and additional application of noise ('_aknoi') for CAIRT alone, IASI-NG alone, and the combined product CAIRT+IASI-NG.</p>

opencc-by-4.0Nov 2023View details →
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ATMS Limb Correction Coefficients for NOAA-20 and SNPP platforms

Limb correction coefficients used to create limb adjusted brightness temperature. Four separate files provide separate land and sea correction coefficients for two different ATMS sensors, one onboard on the NOAA-20 platform and the other onboard on the SNPP platform. Reference publication (older coefficients used in paper): Zhang K; Zhou L; Goldberg M; Liu X; Wolf W; Tan C, et al. A Methodology to Adjust ATMS Observations for Limb Effect and Its Applications. Journal of Geophysical Research: Atmospheres. 2017;122(21):11,347-11,56. https://doi.org/10.1002/2017JD026820

opencc-by-4.0Jan 2021View details →
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FIGURE 5 in Growth and limb bone histology of aetosaurs and phytosaurs from the Late Triassic Krasiejów locality (sw Poland) reveals strong environmental inFluence on growth pattern

FIGURE 5 Histological growth of the aetosaur Stagonolepis olenkae on the example of the humerus UOPB 00120 (A-H). Pictures A, C, E and H were taken under normal transmitted light and pictures B, D, and F-G were taken under polarized light. Scale bars represent 1 cm for specimen A, 100 micrometres for specimens B-C, and 500 micrometres for specimens D-H. Abbreviations: eb = endosteal bone, ec = erosion cavity, hpfb = higher organized parallel-fibered bone, lpfb = lower organized parallelfibered bone, mc = medullary cavity, mr = medullary region, pos = primary osteon, sos = secondary osteon, subc = sub cycles, svc = simple vascular canal.

opencc-by-4.0Dec 2022View details →
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FIGURE 2 in Growth and limb bone histology of aetosaurs and phytosaurs from the Late Triassic Krasiejów locality (sw Poland) reveals strong environmental inFluence on growth pattern

FIGURE 2 Morphology of the studied humeri of the phytosaurs Parasuchus cf. arenaceus UOPB 00145 (A-D), and the aetosaur Stagonolepis olenkae UOBS 01906 (E-H). A and E in ventral view; B and F in dorsal view; C and G in proximal view; D and H in distal view. The arrows point to the histological plane of sectioning. Scale bars represent 5 cm for each specimen.

opencc-by-4.0Dec 2022View details →
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FIGURE 1 in Growth and limb bone histology of aetosaurs and phytosaurs from the Late Triassic Krasiejów locality (sw Poland) reveals strong environmental inFluence on growth pattern

FIGURE 1 Morphology of the studied femora of the phytosaurs Parasuchus cf. arenaceus UOPB 00143 (A-D), and Nicrosaurus sp. SMNS 4381/2 (E-G), and the aetosaur Stagonolepis olenkae UOPB 00122 (H-K). A, E and H in lateral view; B, F and I in medial view; C, G and J in proximal view; D and K in distal view. The arrows point to the histological plane of sectioning. Scale bars represent 5 cm for each specimen.

opencc-by-4.0Dec 2022View details →
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FIGURE 4 in Growth and limb bone histology of aetosaurs and phytosaurs from the Late Triassic Krasiejów locality (sw Poland) reveals strong environmental inFluence on growth pattern

FIGURE 4 Histological growth of the phytosaurs Parasuchus cf. arenaceus on the example of the humerus UOPB 00145 (A-D) and the Nicrosaurus sp. femur SMNS 4381/2. Pictures A, C, E-F and H were taken under normal transmitted light and pictures B, D and G were taken under polarized light. Scale bars represent 1 cm for specimens A and E, 500 micrometres for specimens B-C, F-H and 100 micrometres for specimen D. Abbreviations: eb = endosteal bone, ec = erosion cavity, hpfb = higher organized parallel-fibered bone, LAG = Line of Arrested Growth, lpfb = lower organized parallel-fibered bone, mc = medullary cavity, mrl = multiple resting lines, pos = primary osteon, sos = secondary osteon, svc = simple vascular canal, tr = trabecular region.

opencc-by-4.0Dec 2022View details →
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FIGURE 7 in Growth and limb bone histology of aetosaurs and phytosaurs from the Late Triassic Krasiejów locality (sw Poland) reveals strong environmental inFluence on growth pattern

FIGURE 7 Growth pattern of the sectioned aetosaur Stagonolepis olenkae humeri (A: UOPB 00135, B: UOPB 00120, C: UOBS 02496, D: UOBS 02363, E: UOBS 01906, F: UOPB 00136, G: UOPB 00142, H: UOPB 00121, I: UOBS 02828, and J: UOPB 00137). Half of the picture is taken under normal transmitted light and the other picture half is taken under polarized light. Please note, that the normally transmitted picture does not show informative histological features. The coloured bars show preserved and counted cycles (zone and annulus). Specimen A-B and H preserve four growth cycles, specimen C, E, G, and I preserve three growth cycles, specimen D and J preserve two growth cycles and specimen F preserved six growth cycles. The arrows in specimens A-C, E, and H-J indicate sub-cycles. Humeri are arranged accordingly to their bone length. Scale bar represents 1 cm for each specimen.

opencc-by-4.0Dec 2022View details →
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FIGURE 3 in Growth and limb bone histology of aetosaurs and phytosaurs from the Late Triassic Krasiejów locality (sw Poland) reveals strong environmental inFluence on growth pattern

FIGURE 3 Mid-diaphyseal cross-sections of all sectioned specimens showing the bone microanatomy of the phytosaurs Parasuchus cf. arenaceus femora (A: UOPB 00143, B: UOPB 01026, C: UOBS 03370 and humerus (D: UOPB 00145), and Nicrosaurus sp. femur (E: SMNS 4381/2), the aetosaur Stagonolepis olenkae femora (F: UOPB 00122, G: UOPB 00123) and humeri (H: UOPB 00135, I: UOPB 00120, J: UOBS 02496, K: UOBS 02363, L: UOBS 01906, M: UOPB 00136, N: UOPB 00142, O: UOPB 00121, P: UOBS 02828, and Q: UOPB 00137). Taxa are arranged accordingly to their bone length. Scale bar represents 1 cm for each specimen.

opencc-by-4.0Dec 2022View details →
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FIGURE 6 in Growth and limb bone histology of aetosaurs and phytosaurs from the Late Triassic Krasiejów locality (sw Poland) reveals strong environmental inFluence on growth pattern

FIGURE 6 Growth pattern of the sectioned phytosaurs Parasuchus cf. arenaceus femora (A: UOPB 00143, B: UOPB 01026, C: UOBS 03370) and humerus (D: UOPB 00145) and Nicrosaurus sp. (E: SMNS 4381/2). Half of the picture is taken under normal transmitted light and the other picture half is taken under polarized light. Please note, that the normally transmitted picture does not show informative histological features. The coloured bars show preserved and counted cycles (zone and annulus). Specimen A preserves five growth cycles, specimen B, C and D preserve six growth cycles, and specimen E preserves four growth cycles. Taxa are arranged accordingly to their bone length. Scale bar represents 1 cm for each specimen.

opencc-by-4.0Dec 2022View details →
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Error Related Potential at the start of the gait with a lower limb exoskeleton

<h2>Description</h2> <p>This dataset contains EEG signals from experiments designed to evoke Error Related Potentials (ErrP) at the onset of gait using a Brain-Computer Interface (BCI) to control a lower limb exoskeleton. The ErrP is elicited using three different stimuli: Tactile, Visual, and VisuoTactile.</p> <p>During the experiment, participants remain stationary and engage in two mental tasks: Relax (R) and Motor Imagery (I) of walking to activate the exoskeleton. These tasks can be executed correctly (RC, IC) or incorrectly (RE, IE). For example, during RC (Relax Correct), the subject maintains an idle state, whereas during RE (Relax Error), the exoskeleton activates unexpectedly. Conversely, in IC, the subject imagines the sensation of starting to walk in their muscles, and the exoskeleton activates, but during IE, the exoskeleton does not move despite the motor imagery. When the exoskeleton activates before starting to walk, the stimulus remains active for 2 seconds to alert the subject about the impending movement. Therefore, ErrP is elicited by the stimuli in RE and can be compared with the absence of ErrP in IC, where the stimulus activates but should not evoke an error.</p> <p>Each subject participates in three sessions, one for each stimulus, consisting of 12 trials. In each trial, 10 mental tasks are performed, 5 Relax and 5 Imagination, interleaved. Since the subject is never in control of the system, tasks are correctly performed 70% of the time (RC, IC), while the remaining 30% are incorrect (RE, IE). In an exception, subject R01_VisuoTactile performed 7 trials of 20 mental tasks each, 10 of each type. However, due to the extended duration of the trials and resulting fatigue, they were later split for subsequent sessions.</p> <p>&nbsp;</p> <h2>Data information</h2> <p>A trial consists of a Matlab structure that stores all information related to the trial experiment.&nbsp;</p> <ul> <li><em>data_EEG</em>: Original EEG signals recorded with a sampling rate of 250Hz, where each row is a channel (1-28 EEG, 29-32 EOG, 33-35 inertial electrodes).</li> <li><em>data_preprocessed_EEG</em>: Matrix that contains the preprocessed signals for each channel. Rows 1-35 are the original signals and then, the preprocessed signals in blocks of 35. Find the indexes of each filter in <em>session.conf.info.preprocessingSteps.ListPreprocessingSteps</em>.</li> <li><em>trigger_EEG</em>: Information related to signal quality and missing data while recording.&nbsp;</li> <li><em>data_EXO</em>: Exoskeleton recorded data with a sampling rate of 250Hz.</li> <li><em>data_preprocessed_EXO: </em>The same data recorded by the exoskeleton in <em>data_EXO</em>, since it does not require the application of any filter.</li> <li><em>trigger_EXO</em>: Empty vector.&nbsp;</li> <li><em>data_Actuators</em>:&nbsp; Arduino response when activates (1) and deactivates (-1) the feedback.&nbsp;</li> <li><em>data_preprocessed_Actuators:&nbsp;</em>The same Arduino resposes recorded in&nbsp;<em>data_Actuators</em>, because it does not require any filter application.&nbsp;</li> <li><em>trigger_Actuators</em>: Empty vector.&nbsp;</li> <li><em>task_EEG</em>: Vector that associates a task to each signal sample.</li> <li><em>task_index_EEG</em>: Zero vector with negative peaks at the samples indicating the start of a task. Each peak decrements by one unit with each task.&nbsp;&nbsp;</li> <li><em>task_order_EEG</em>: Vector that increments a unit with each task change.&nbsp;</li> <li><em>event_EEG</em>:&nbsp;Vector of commands to activate (1) and deactivate (-1) the feedback in Arduino.&nbsp;</li> <li><em>conf</em>: Configuration employed for data acquisition and preprocessing. <ul> <li><em>acquisition</em>: User and signals acquisition information. <ul> <li><em>user_code</em>: User code name.</li> <li><em>feedback</em>: Trial in openloop (User do not have control of the system).</li> <li><em>feedbackErrP</em>: Feedback type employed during the trial.</li> <li><em>readfile</em>: Path to read files after its acquisition.</li> <li><em>saveSession_Script</em>: Script used to save the recorded data.</li> <li><em>writeResults</em>: Path to save the recorded data.</li> <li><em>device</em>: List of connected devices during the trial and their related information, such as name, sampling rate, connection order, etc. &nbsp;</li> <li><em>task</em>: Information about tasks occurring during the trial. <ul> <li><em>task_list</em>: Decodes tasks numbers. The first number is the global task/mental activity, the second one is the physiological state of the user, and the third one indicates the task version (preparation or basic task).</li> <li><em>sequence_tasks</em>: List of tasks in order of execution.</li> <li><em>sequence_times</em>: List with the duration of each task in the sequence.</li> </ul> </li> <li><em>deviceOutput</em>: List of devices that receive commands to execute orders, such as the exoskeleton for walking and stopping and the VibroLed for turning feeedback on and off.</li> <li><em>eye_index</em>: Indexes of EOG electrodes.</li> <li><em>EEG_index</em>: Indexes of EEG electrodes.</li> <li><em>inertial_index</em>: Indexes of inertial electrodes.</li> <li><em>file_name</em>: Trial name.</li> <li><em>num_epochs</em>: Number of epochs within a trial. An epoch is the half of sampling rate (250Hz), this means that an epoch has a duration of 0.5s and 125 samples. &nbsp;</li> </ul> </li> <li><em>preadjustment</em>: Empty list.&nbsp;</li> <li><em>preprocessing</em>: Information of the preprocessing filters, parameters and order of application.</li> <li><em>processing</em>: Not necessary for this analysis.&nbsp;</li> <li><em>static</em>: Information used internally by the architecture for its correct operation.</li> <li><em>info</em>: Important information about filters, their order and indexes in <em>data_processed_EEG</em>.</li> </ul> </li> <li><em>times</em>:&nbsp;Struct with information of the devices synchronization and preprocessing times.</li> <li><em>times_processing</em>: Processing duration times.&nbsp;</li> </ul>

opencc-by-4.0Mar 2024View details →
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Рис. 6. Поперечные (А–Е, З, И) и продольный (Ж) среЗы череЗ органы пиЩеварительной системы моллюска: А – меШок кристаллического стебелька, Б, В – петли киШки, Г, Д – часть желудка с длинными складками на дорсальной части стенки, Е, З – петли киШки с тифлоЗолем, И – боковаЯ часть тифлоЗолЯ. МасШтабные линейки 300 мкм (Е, З, И), 200 мкм (А, В, Г, Д), 40 мкм (Б). мс – меШок кристаллического стебелька, Кс – кристаллический стебелек, Р – реснички, т – тифлоЗоль, lp – lamina propria, г – гемолимфа. Fig. 6. Transverse (А–Е, З, И) and saggital (Ж) sections of the digestive organs: А – crystalline style sac, Б, В – intestinal limbs, Г, Д – part of the stomach with long plicae on the dorsal wall, Е, З – intestinal limbs with typhlosole, И – lateral part of the typhlosole. Scale bars 300 µm (Е, З, И), 200 µm (А, В, Г, Д), 40 µm (B). мс – style sac, Кс – crystalline style, Р – cilia, т – typhlosole, lp – lamina propria, г – hemolymph. in Nodularia vladivostokensis (Bivalvia: Unionidae) from Razdolnaya River (Primorye, Russia)

Рис. 6. Поперечные (А–Е, З, И) и продольный (Ж) среЗы череЗ органы пиЩеварительной системы моллюска: А – меШок кристаллического стебелька, Б, В – петли киШки, Г, Д – часть желудка с длинными складками на дорсальной части стенки, Е, З – петли киШки с тифлоЗолем, И – боковаЯ часть тифлоЗолЯ. МасШтабные линейки 300 мкм (Е, З, И), 200 мкм (А, В, Г, Д), 40 мкм (Б). мс – меШок кристаллического стебелька, Кс – кристаллический стебелек, Р – реснички, т – тифлоЗоль, lp – lamina propria, г – гемолимфа. Fig. 6. Transverse (А–Е, З, И) and saggital (Ж) sections of the digestive organs: А – crystalline style sac, Б, В – intestinal limbs, Г, Д – part of the stomach with long plicae on the dorsal wall, Е, З – intestinal limbs with typhlosole, И – lateral part of the typhlosole. Scale bars 300 µm (Е, З, И), 200 µm (А, В, Г, Д), 40 µm (B). мс – style sac, Кс – crystalline style, Р – cilia, т – typhlosole, lp – lamina propria, г – hemolymph.

opencc-by-4.0Dec 2018View details →
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Fig. 2 in Variability Of Structural And Biomechanical Parameters Of Pelophylax Esculentus (Amphibia, Anura) Limb Bones

Fig. 2. Coefficients of variation (CV) of morphometric and biomechanical parameters of P. esculentus limbs' long bones (1 — humeral; 2 — forearm bone; 3 — femoral; 4 — crural bone).

opencc-by-4.0Jul 2014View details →
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Fig. 1 in Variability Of Structural And Biomechanical Parameters Of Pelophylax Esculentus (Amphibia, Anura) Limb Bones

Fig. 1. Shaft's cross-sectional shape of P. esculentus long bones: А — humeral; B — forearm; C — femoral; D — crural (d — dorsal mark; m — medial mark; Imax — maximum moment of inertia axis; Imin — minimum moment of inertia axis).

opencc-by-4.0Jul 2014View details →
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Database of Urogynecological and obstetric history associated with lower limb physical performance in women

<p>Database: Urogynecological and obstetric history associated with lower limb physical performance in women</p>

opencc-by-4.0Apr 2022View details →
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The effects of robotic assistance on upper limb spatial muscle synergies in healthy people during planar upper-limb training

<p>This is the minimal dataset underlying the paper:</p> <p>&quot;The effects of robotic assistance on upper limb spatial muscle synergies in healthy people during planar upper-limb training&quot;</p>

opencc-by-4.0May 2022View details →
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Supplementary information for 'Distinct gene expression dynamics in developing and regenerating crustacean limbs', by Sinigaglia et al.

<p>Supplementary data and code for the manuscript <em>&#39;Distinct gene expression dynamics in developing and regenerating crustacean limbs&#39;</em>, by Sinigaglia et al.</p>

opencc-by-4.0Jan 2022View details →
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Text-fig. 8. Lanfrancia subglobosa E.REID et M.CHANDLER. a–c, e–g: Holotype V. 23014. a: reflected light. b, c: Surface renderings from micro-CT data. a, b: Lateral views with dorsal surface of locule facing forward and locule casts protruding in upper part. c: Apical view. d: Fruit showing two locule casts the dorsal surfaces of which face to the left and the right, V. 30417(1). e–g: Successive digital transverse sections showing four u to v to c-shaped locules from micro-CT data. h: Physical transverse section of specimen in (d). i–k: Physical transverse section, V. 30419 from Herne Bay, blue lines in K indicating limits of fibre layer lining the locule. l: Detail from (h), showing sclerenchyma composing the septa and central axis. m: Transverse section, enlargement from (i), showing anatomy of tissues adjacent to the dorsal infold. Blue lines indicate limits of the fibre layer lining the locule. n: Part of (m) recut, tangential section transecting the dorsal infold (central), both limbs of the locule cast, and peripheral parts of the pericarp on either side. o: Detail from (n), showing anatomy of the infold. Scale bars 5 mm in (a–h) (a–g share the same bar), 3 mm in (i), 1 mm in (j–m), 0.5 mm in (n), 0.2 mm in (o). in Mastixioid Fruits (Cornales) From The Early Eocene London Clay Flora: Morphology, Anatomy And Nomenclatural Revision

Text-fig. 8. Lanfrancia subglobosa E.REID et M.CHANDLER. a–c, e–g: Holotype V. 23014. a: reflected light. b, c: Surface renderings from micro-CT data. a, b: Lateral views with dorsal surface of locule facing forward and locule casts protruding in upper part. c: Apical view. d: Fruit showing two locule casts the dorsal surfaces of which face to the left and the right, V. 30417(1). e–g: Successive digital transverse sections showing four u to v to c-shaped locules from micro-CT data. h: Physical transverse section of specimen in (d). i–k: Physical transverse section, V. 30419 from Herne Bay, blue lines in K indicating limits of fibre layer lining the locule. l: Detail from (h), showing sclerenchyma composing the septa and central axis. m: Transverse section, enlargement from (i), showing anatomy of tissues adjacent to the dorsal infold. Blue lines indicate limits of the fibre layer lining the locule. n: Part of (m) recut, tangential section transecting the dorsal infold (central), both limbs of the locule cast, and peripheral parts of the pericarp on either side. o: Detail from (n), showing anatomy of the infold. Scale bars 5 mm in (a–h) (a–g share the same bar), 3 mm in (i), 1 mm in (j–m), 0.5 mm in (n), 0.2 mm in (o).

opencc-by-4.0Aug 2022View details →
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Text-fig. 1. Diplopanax cacaoides (ZENKER) comb. nov. a–d: [Holotype of Mastixia cantia E.REID et M.CHANDLER, V.22953]. a: Lateral view of longitudinally broken specimen, reflected light. b–d: Surface renderings from micro-CT data. b: Lateral view of longitudinal fracture surface. c: Same specimen rotated to show external surface. d: Enlargement of lower half from (a, b), reflected light. e, f: Specimen figured originally as a paratype of M. cantia, V.22954 (Reid and Chandler 1933: pl. 25, fig. 3), reflected light. e: Ventral view with much of the endocarp wall fallen away exposing smooth convex ventral surface of locule cast. f: Transversely fractured surface, showing thick wall of the endocarp, and dehiscence plane leading to the left limb of the locule. g: Transversely sectioned, laterally compressed specimen from Miocene of Wiesa, Germany for comparison, Senckenberg Museum, SM.B. 21034/I. h–j: Digital transverse sections from micro-CT data of the Holotype V.22953. h: Transverse fracture surface from (b), showing curved locule and zone of weakness defining the germination valve (arrow), reflected light. i: Same orientation with clear demarcation of the separation plane of the germination valve (arrow), digital section from micro-CT scan. j: Enlargement from (h). Scale bars 5 mm. in Mastixioid Fruits (Cornales) From The Early Eocene London Clay Flora: Morphology, Anatomy And Nomenclatural Revision

Text-fig. 1. Diplopanax cacaoides (ZENKER) comb. nov. a–d: [Holotype of Mastixia cantia E.REID et M.CHANDLER, V.22953]. a: Lateral view of longitudinally broken specimen, reflected light. b–d: Surface renderings from micro-CT data. b: Lateral view of longitudinal fracture surface. c: Same specimen rotated to show external surface. d: Enlargement of lower half from (a, b), reflected light. e, f: Specimen figured originally as a paratype of M. cantia, V.22954 (Reid and Chandler 1933: pl. 25, fig. 3), reflected light. e: Ventral view with much of the endocarp wall fallen away exposing smooth convex ventral surface of locule cast. f: Transversely fractured surface, showing thick wall of the endocarp, and dehiscence plane leading to the left limb of the locule. g: Transversely sectioned, laterally compressed specimen from Miocene of Wiesa, Germany for comparison, Senckenberg Museum, SM.B. 21034/I. h–j: Digital transverse sections from micro-CT data of the Holotype V.22953. h: Transverse fracture surface from (b), showing curved locule and zone of weakness defining the germination valve (arrow), reflected light. i: Same orientation with clear demarcation of the separation plane of the germination valve (arrow), digital section from micro-CT scan. j: Enlargement from (h). Scale bars 5 mm.

opencc-by-4.0Aug 2022View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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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.

abode-home-cage
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