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zenodo40/100

FIG. 16 in A revision of the supraspecific classification of the subclass Calcaronea (Porifera, class Calcarea)

FIG. 16. — Diagram of a transverse section through the wall of Sycon natalense Borojevic, 1967. Abbreviations: a, atrium; as, atrial skeleton composed of tangential triactines and tetractines; ss, subatrial spicules; ar, articulate choanosomal skeleton; dc, distal cone, with a short tuft of diactines (from Borojevic 1967b). Scale bar: 100 µm.

opencc-zeroDec 2000View details →
zenodo40/100

FIG. 21. — A in A revision of the supraspecific classification of the subclass Calcaronea (Porifera, class Calcarea)

FIG. 21. — A transverse section through the wall of Leucandra aspera (Schmidt, 1862) (light micrograph). Abbreviations: a, atrium; as, atrial skeleton; ch, choanosome; cx, cortex. Scale bar: 230 µm.

opencc-zeroDec 2000View details →
zenodo40/100

FIG. 12 in A revision of the supraspecific classification of the subclass Calcaronea (Porifera, class Calcarea)

FIG. 12. — Diagram of the Jenkinidae type of the sponge wall organization. Abbreviations: cx, cortex; ch, choanoderm; a, atrium; o, osculum; ic, inhalant cavities.

opencc-zeroDec 2000View details →
zenodo40/100

FIG. 19 in A revision of the supraspecific classification of the subclass Calcaronea (Porifera, class Calcarea)

FIG. 19. — Diagram of a longitudinal radial section through the wall of Ute gladiata Borojevic, 1966. Abbreviations: a, atrium; as, atrial skeleton; ss, subatrial spicules; ar, articulate choanosomal skeleton; cx, cortex (from Borojevic 1966). Scale bar: 100 µm.

opencc-zeroDec 2000View details →
zenodo40/100

FIG. 10 in A revision of the supraspecific classification of the subclass Calcaronea (Porifera, class Calcarea)

FIG. 10. — Diagram of the leuconoid type of aquiferous system organization, such as observed in many Calcaronea. Instead of a central atrial cavity there is a network of aquiferous exhalant canals that increase in size from the distal regions to the oscula. Abbreviations: cx, cortex; ch, choanoderm; ic, inhalant cavities; ec, exhalant cavities; a, atrium.

opencc-zeroDec 2000View details →
zenodo40/100

FIG. 9 in A revision of the supraspecific classification of the subclass Calcaronea (Porifera, class Calcarea)

FIG. 9. — Diagram of the sylleibid type of aquiferous system organization, such as observed in Polejaevia, Paralelapia, and Leucilla. Abbreviations: cx, cortex; ch, choanoderm; a, atrium; ic, inhalant cavities; ec, exhalant cavities.

opencc-zeroDec 2000View details →
zenodo40/100

FIG. 7 in A revision of the supraspecific classification of the subclass Calcaronea (Porifera, class Calcarea)

FIG. 7. — Diagram of the Sycetta type of organization of the sponge wall. Abbreviations: ps, pinacoderm and the skeletogenous layer; a, atrium; o, osculum. The arrow shows the direction of water flow.

opencc-zeroDec 2000View details →
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FIG. 4 in A revision of the supraspecific classification of the subclass Calcaronea (Porifera, class Calcarea)

FIG. 4. — An amphiblastula larva (a) in the parental sponge. Scanning electron microscopy (SEM). Scale bar: 8 µm.

opencc-zeroDec 2000View details →
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FIG. 15 in A revision of the supraspecific classification of the subclass Calcaronea (Porifera, class Calcarea)

FIG. 15. — Section of the wall of Ascute. Specimen from the Wilson collection collected near Port Philips Heads (Australia), BMNH 1983.6.9.33. Scale bar: 160 µm.

opencc-zeroDec 2000View details →
zenodo40/100

Fig. 7 in Atlas of European millipedes 3: Order Chordeumatida (Class Diplopoda)

Fig. 7. Percentage of species recorded from 1, 2–3, 4–7 …> 512-1023 50 km squares of European Chordeumatida C.L. Koch, 1847 (blue columns) and Julida Brandt, 1833 without Macaronesian endemics (red columns, data from Kime & Enghoff 2017).

opencc-by-4.0Sep 2021View details →
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Fig. 5 in Atlas of European millipedes 3: Order Chordeumatida (Class Diplopoda)

Fig. 5. Area codes as used in the atlas, from Fauna Europaea guidelines (de Jong et al. 2014: supplementary material 1), reproduced with permission. Note that MN (Montenegro) and SB (Serbia) are collectively shown as YU (Yugoslavia) on this map. Also note that CY (Cyprus) is not covered by the atlas.

opencc-by-4.0Sep 2021View details →
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Fig. 2. A in Atlas of European millipedes 3: Order Chordeumatida (Class Diplopoda)

Fig. 2. A selection of European species of Chordeumatida C.L. Koch, 1847, various families. A. Halleinosoma noricum Verhoeff, 1913 (Trachygonidae Cook, 1896). B. Syngonopodium aceris Verhoeff, 1913 (Attemsiidae Verhoeff, 1899). C. Xylophageuma zschokkei Bigler, 1912 (Haaseidae Attems, 1899), in copula. D. Haplogona oculodistincta (Verhoeff, 1893) (Verhoeffiidae Verhoeff, 1899), in copula. E. Haasea fonticulorum (Verhoeff, 1910) (Haaseidae), in copula. Jörg Spelda has pointed out that on Figs 2C and 2E, both showing copulation in species of Haaseidae, the female is seen to be partially covered in a fine web (most evident in Fig. 2E), probably produced by the male's spinning glands and perhaps serving to 'strap down' the female to the ground. Photo credits: Jörg Spelda.

opencc-by-4.0Sep 2021View details →
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Fig. 4. A in Atlas of European millipedes 3: Order Chordeumatida (Class Diplopoda)

Fig. 4. A selection of European subterranean species of Chordeumatida C.L. Koch, 1847, various families. A. Schizmohetera curcici Makarov, 2001, topotype (Neoatractosomatidae Verhoeff, 1901). B. Serbosoma kucajense (Ćurčić & Makarov, 1998), topotype (Anthroleucosomatidae Verhoeff, 1899). C. Egonpretneria vudutschaljdi Antić & Dražina, 2015 (Anthogonidae Ribaut, 1913). D. Cornogonopus pavicevici Antić, 2020, the latest addition to the European chordeumatidan fauna, holotype (Anthroleucosomatidae) E. Haasia likana (Strasser, 1966) (Anthogonidae). F. Dyocerasoma intermedium Makarov, Lučić, Mitić & Rađa, 2003 (Craspedosomatidae Gray, 1843). Photo credits: Marjan Komnenov (A), Dragan Antić (B, D), Tamara Čuković-Malenica (C), Tvrtko Dražina (E), Kazimir Muculinić (F).

opencc-by-4.0Sep 2021View details →
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Fig. 8 in Atlas of European millipedes 3: Order Chordeumatida (Class Diplopoda)

Fig. 8. Year (decade) of publication of valid names of European Chordeumatida C.L. Koch, 1847 (blue columns) and Julida Brandt, 1833 without Macaronesian endemics (red columns, data from Kime & Enghoff 2017 and from Table 5 of the present work).

opencc-by-4.0Sep 2021View details →
dryad40/100

Meta-analysis of major histocompatibility complex (MHC) class IIA reveals polymorphism and positive selection in many vertebrate species

<p>Pathogen-mediated selection and sexual selection are important drivers of evolution. Both processes are known to target genes of the major histocompatibility complex (MHC), a gene family encoding cell-surface proteins that display pathogen peptides to the immune system. The MHC is also a model for understanding processes such as gene duplication and trans-species allele sharing. The class II MHC protein is a heterodimer whose peptide-binding groove is encoded by an MHC-IIA gene and an MHC-IIB gene. However, our literature review found that class II MHC papers on infectious disease or sexual selection included IIA data only 18% and 9% of the time, respectively. To assess whether greater emphasis on MHC-IIA is warranted, we analyzed MHC-IIA sequence data from 50 species of vertebrates (fish, amphibians, birds, mammals) to test for polymorphism and positive selection. We found that the number of MHC-IIA alleles within a species was often high, and covaried with sample size and number of MHC-IIA genes assayed. While MHC-IIA variability tended to be lower than that of MHC-IIB, the difference was only ~25%, with ~3 fewer IIA alleles than IIB. Furthermore, the unexpectedly high MHC-IIA variability showed clear signatures of positive selection in most species, and positive selection on MHC-IIA was stronger in fish than in other surveyed vertebrate groups. Our findings underscore that MHC-IIA can be an important target of selection. Future work should therefore expand the characterization of MHC-IIA at both allelic and genomic scales, and incorporate MHC-IIA into models of fitness consequences of MHC variation.</p>

opencc-zeroNov 2022View details →
zenodo40/100

Automatic global climate classification, preserving Köppen thermal classes with added aridity information and a hypertropical class

<p>A streamlined system using growing degree days for climate classification that delivers&nbsp;both temperature and aridity information in all classes and an added hypertropical class. Primary thermal classes&nbsp;remain&nbsp;consistent with the primary K&ouml;ppen climate classes and their established connection to biomes.</p> <p>The eight class to tif tool ends with a .tif file of climate classes.&nbsp;</p> <p>The steps may need to be modified if using different inputs than Envirem and WorldClim 1.4. Envirem is missing datum information, but ArcGIS makes the same calculations&nbsp;<br> without the project raster step. Note that WorldClim 1.4 applies a scaling factor of 10 for temperature data, which is propagated in Envirem.</p> <p>Import the symbology layer file climate_8_class. If ArcGIS is being cranky about displaying the (blue) hypertropical class, try reseting with the &#39;Add All Values&#39; button,<br> followed by hitting &#39;Default Colors&#39;.</p>

opencc-by-4.0Nov 2022View details →
zenodo40/100

Code for the paper "First-Class Data Types in Shallow Embedded Domain-Specific Languages using Metaprogramming": IFL 2022

<p>Code accompanying the paper First-Class Data Types in Shallow Embedded Domain-Specific Languages using Metaprogramming.</p> <p>All code is Haskell code, tested with GHC 8.8.4</p> <ul> <li>./tuple: contains the examples from Section 3.2</li> <li>./bin: contains the examples from Section 5.1</li> <li>./artifact: contains an extended version of the running example of the paper<br> &nbsp;</li> </ul>

opencc-by-4.0Apr 2022View details →
zenodo40/100

The Origin and Clinical Benefit of First-in-Class Drugs that entered the French market between 2008 and 2018

<p>This file&nbsp;contains a data set of 135 First-in-class medicines that entered the French market between 2008 to 2018. For each drug we present data on provenance (inventor of the drug) and clinical benefit grading by Haute Autorit&eacute; de Sant&eacute; (HAS) and Prescrire. A legend on matching clinical grading scale can be found on tab 3 of the document.</p>

opencc-by-4.0Apr 2023View details →
zenodo40/100

Appendix: Informative Speech Features based on Emotion Classes and Gender in Explainable Speech Emotion Recognition

<p>Appendix tables for the paper &quot;Informative Speech Features based on Emotion Classes and Gender in Explainable Speech Emotion Recognition&quot;.</p> <p>Feature informativeness information was gathered using SHAP values.</p> <p>TABLE VIII: Table of Statistics and Individual t-Test Results Between Each Emotion vs Neutral</p> <p>TABLE IX: (continue)Table of Statistics and Individual t-Test Results Between Each Emotion vs Neutral</p> <p>TABLE X: Table of Statistics and Individual t-Test Results Between Genders</p> <p>TABLE XI: (continue) Table of Statistics and Individual t-Test Results Between Genders</p> <p>TABLE XII: Table of 5 the most informative feature for each model, according to SHAP values</p> <p>TABLE XIII: (continue)Table of 5 the most informative feature for each model, according to SHAP values</p>

opencc-by-4.0Apr 2023View details →
dryad40/100

Data from: Global change in brain state during spontaneous and forced walk in Drosophila is composed of combined activity patterns of different neuron classes

<p><span>Movement-correlated brain activity has been found across species and brain regions. Here, we used fast whole-brain lightfield imaging in adult <em>Drosophila </em>to investigate the relationship between walk and brain-wide neuronal activity. We observed a global change in activity that tightly correlated with spontaneous bouts of walk. While imaging specific sets of excitatory, inhibitory, and neuromodulatory neurons highlighted their joint contribution, spatial heterogeneity in walk- and turning-induced activity allowed parsing unique responses from subregions and sometimes individual candidate neurons. For example, previously uncharacterized serotonergic neurons were inhibited during walk. While activity onset in some areas preceded walk onset exclusively in spontaneously walking animals, spontaneous and forced walk elicited similar activity in most brain regions. These data suggest a major contribution of walk and walk-related sensory or proprioceptive information to global activity of all major neuronal classes.</span></p>

opencc-zeroApr 2023View 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

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