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zenodo40/100

FIG. 2 in Bathyal Rissoidae (Gastropoda: Rissooidea) off the Russian Far East coast of the Sea of Japan, with redescription of Punctulum reticulatum Golikov, 1986

FIG. 2. Species of Rissoidae. A. Punctulum akibai (Yokoyama, 1926), SoJaBio stn. A2-10 (455-456 m), MIBM 39336. B. Punctulum nihonkaiensis (Hasegawa, 2014), SoJaBio stn. A2-10 (455-456 m), MIBM 39337. C-D. Frigidoalvania asura (Yokoyama, 1926), SoJaBio stn. B7-7 (470-528 m), MIBM 39340. E-F. Frigidoalvania tanseimaruae Hasegawa, 2014, SoJaBio stn. B6-7 (1,001-1,011 m). G-J. Punctulum flavum (Okutani, 1964); G-H, "shallow-water form", SoJaBio stn. A2-10 (455-456 m), MIBM 14270; I-J, "deep-water form", SoJaBio stn. A6-7 (2,511-2,534 m), MIBM 39334. All at the same scale; scale = 1 mm. РИС. 2. Виды Rissoidae. A. Punctulum akibai (Yokoyama, 1926), SoJaBio ст. A2-10 (455-456 м), MIBM 39336.B. Punctulum nihonkaiensis (Hasegawa, 2014), SoJaBio ст. A2-10 (455-456 м), MIBM 39337. C-D. Frigidoalvania asura (Yokoyama, 1926), SoJaBio ст. B7-7 (470-528 м), MIBM 39340. E-F. Frigidoalvania tanseimaruae Hasegawa, 2014, SoJaBio ст. B6-7 (1001-1011 м). G-J. Punctulum flavum (Okutani, 1964); G-H, "мелководнаЯ форма", SoJaBio ст. A2-10 (455-456 м), MIBM 14270; I-J, "глубоководнаЯ форма", SoJaBio ст. A6-7 (2511-2534 м), MIBM 39334. Все раковины в одном масШтабе, масШтабнаЯ линейка = 1 мм.

opencc-by-4.0Mar 2022View details →
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FIG. 3. Punctulum reticulatum Golikov, 1986. A-D. SoJaBio stn. A2-10 in Bathyal Rissoidae (Gastropoda: Rissooidea) off the Russian Far East coast of the Sea of Japan, with redescription of Punctulum reticulatum Golikov, 1986

FIG. 3. Punctulum reticulatum Golikov, 1986. A-D. SoJaBio stn. A2-10 (455–456 m), MIBM 39338. E-F. SoJaBio stn. B7-7 (470–528 m), MIBM 39343. G-I. Holotype, ZIN 36574/3. All at the same scale, scale = 1 mm; except for D, scale, 200 µm. РИС. 3. Punctulum reticulatum Golikov, 1986. A-D. SoJaBio ст. A2-10 (455–456 м), MIBM 39338. E-F. SoJaBio ст. B7-7 (470–528 м), MIBM 39343. G-I. Голотип, ZIN 36574/3.

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

A hybrid approach to the small unannotated corpus-based language comparison and its application to the Old East Slavic charters - Supplementary material 1 (Old East Slavic)

<h1>Old East Slavic charters (XII - XIV century)</h1> <h2>General description</h2> <p>A set of nine historical Old East Slavic legal texts from Smolensk, Polack and Novgorod from the end of the XII century to the first half of the XIV century. The source for Smolensk charters is Avanesov (1963), which contains original texts as well as their initial deciphering (not machine-readable). The source for Polack charters is Horoshkevich (2015), containing trascribed machine-readable texts that required only an additional check and preparation. The source for Novgorod charters is Napierskij (1857), carrying original texts and their initial non-machine-readable deciphering. All the texts underwent an additional preprocessing of reconstructed and contracted parts deletion in order to better represent the actual texts under consideration and exclude as many research biases as it is possible. The last step was a manual tokenisation and the joining of each text into a single string.</p> <p>The data statement is available among the downloadable files.</p> <h2>How-to</h2> <p>This section contains the tutorials that allow to use this data with the intended pipelines.</p> <h3>Corpus-based distance measurement package</h3> <p>The source code for package is available <a href="https://doi.org/10.5281/zenodo.13958502" target="_blank" rel="noopener">here</a>, the manual is available in the <a href="https://github.com/The-One-Who-Speaks-and-Depicts/corpus_distance/blob/dev/README.md" target="_blank" rel="noopener">README</a> section of the repository.</p> <p>To use this dataset for the measurement of distance between Smolensk, Polack and Novgorod lects, and their subsequent clusterisation, following steps should be completed:</p> <ol> <li>Download the <a href="https://github.com/The-One-Who-Speaks-and-Depicts/corpus_distance/blob/dev/example/Corpus_distance_tutorial.ipynb" target="_blank" rel="noopener">Jupyter notebook</a> that streamlines the package use.</li> <li>Download the dataset.</li> <li>Put the dataset into a selected folder on your computer (make sure there are no other files within this folder).</li> <li>Insert the path to the directory into <code>CONTENT_DIR</code> variable in the Jupyter notebook.</li> <li>Run the notebook, adjusting the parameters, if necessary.</li> </ol> <h2>&nbsp;</h2>

opencc-by-4.0Nov 2024View details →
zenodo40/100

A hybrid approach to the small unannotated corpus-based language comparison and its application to the Old East Slavic charters - Supplementary material 3 (Modern standard Slavic lects)

<h1>Modern standard Slavic lects (Croatian, Slovak, Slovenian)</h1> <h2>General description</h2> <p>The dataset consists of texts, written in three modern stanard Slavic lects: Croatian, Slovak, and Slovenian. The texts are parallel in order to compensate for the possible genre influences. The text is John&rsquo;s Gospel in each of the given languages.</p> <h3>Sources</h3> <p>Croatian original text is from the <a href="https://www.wordproject.org/bibles/cr/index.htm">Ivan &Scaron;arić&rsquo;s translation</a> of New Testament. Slovenian text is from the <a href="https://www.bible.com/bible/2319/JHN.1.SSP">standard Slovenian translation</a> of the New Testament. Slovak text is from the modern <a href="https://svatepismo.sk/evanjelium-podla-jana-1">Catholic translation</a> of the New Testament.</p> <p>The data statement is available among the downloadable files.</p> <h2>How-to</h2> <p>This section contains the tutorials that allow to use this data with the intended pipelines.</p> <h3>Corpus-based distance measurement package</h3> <p>The source code for package is available <a href="https://doi.org/10.5281/zenodo.13958502" target="_blank" rel="noopener">here</a>, the manual is available in the <a href="https://github.com/The-One-Who-Speaks-and-Depicts/corpus_distance/blob/dev/README.md" target="_blank" rel="noopener">README</a> section of the repository.</p> <p>To use this dataset for the measurement of distance between Slovak, Croatian and Slovenian lects, and their subsequent clusterisation, following steps should be completed:</p> <ol> <li>Download the <a href="https://github.com/The-One-Who-Speaks-and-Depicts/corpus_distance/blob/dev/example/Corpus_distance_tutorial.ipynb" target="_blank" rel="noopener">Jupyter notebook</a> that streamlines the package use.</li> <li>Download the dataset.</li> <li>Put the dataset into a selected folder on your computer (make sure there are no other files within this folder).</li> <li>Insert the path to the directory into <code>CONTENT_DIR</code> variable in the Jupyter notebook.</li> <li>Run the notebook, adjusting the parameters, if necessary.</li> </ol> <h2>&nbsp;</h2>

opencc-by-4.0Nov 2024View details →
zenodo40/100

FIG. 2 in Naja romani (Hoffstetter, 1939) (Serpentes: Elapidae) from the late Miocene of the Northern Caucasus: the last East European large cobra

FIG. 2. — The precloacal vertebra of Naja romani (Hoffstetter, 1939) from Solnechnodolsk locality in dorsal (A), ventral (B), left lateral (C), right lateral (D), anterior (E) and posterior (F) views. Scale bar: 5 mm.

opencc-zeroSep 2021View details →
zenodo40/100

Svalbox-DOM_2020-0014_Selmaneset-East

<b>Model description: </b><br>3D Model of beach outcrop between Selmaneset and Tufsodden comprising Triassic vertically tilted stratigraphy.<br><br><b>Data availability:</b><br>All uploaded archives are to be extracted to the same directory for a functional working environment, i.e., at the very least consisting of a project folder with the data and metashape subdirectories. The included processing report specifies the processing parameters that were used as input for the processing software (Agisoft Metashape, v1.6.3.10732).<br>Exported model data use CRS epsg:32633.<br><br><b>Show and visualise on <a href="http://svalbox.no/?page_id=3634">Svalbox.no</a>:</b><br>Through Svalbox we aim to take geoscientific research and education to the next level – with the simple motto of placing all key information and data sets in their correct spatial position. We bring modern technology, in particular cost-effective digital outcrops, to complement more than 200 years of geoscientific research on Svalbard. Finally, Svalbox provides a sustainable platform for sharing results, workflows and teaching material with the wider geoscientific community.<br><br>For more information, contact the Svalbox team at svalbox[at]gmail.com.

opencc-by-4.0Nov 2021View details →
zenodo40/100

Svalbox-DOM_2020-0015_Lagmannstoppen-East

<b>Model description: </b><br>3D Model of Lagmannstoppen with the folded Alkhornet Formation.<br><br><b>Data availability:</b><br>All uploaded archives are to be extracted to the same directory for a functional working environment, i.e., at the very least consisting of a project folder with the data and metashape subdirectories. The included processing report specifies the processing parameters that were used as input for the processing software (Agisoft Metashape, v1.7.1.11797).<br>Exported model data use CRS epsg:32633.<br><br><b>Show and visualise on <a href="http://svalbox.no/?page_id=3643">Svalbox.no</a>:</b><br>Through Svalbox we aim to take geoscientific research and education to the next level – with the simple motto of placing all key information and data sets in their correct spatial position. We bring modern technology, in particular cost-effective digital outcrops, to complement more than 200 years of geoscientific research on Svalbard. Finally, Svalbox provides a sustainable platform for sharing results, workflows and teaching material with the wider geoscientific community.<br><br>For more information, contact the Svalbox team at svalbox[at]gmail.com.

opencc-by-4.0Nov 2021View details →
zenodo40/100

Svalbox-DOM_2019-0008_Fortet-South-East

<b>Model description: </b><br>Virtual Outcrop Model of the Fortet Southeast outcrop section. Cropping out in this section are both sedimentary paleokarst breccias and chaotic collapse breccias near the top of the cave.<br><br><b>Data availability:</b><br>All uploaded archives are to be extracted to the same directory for a functional working environment, i.e., at the very least consisting of a project folder with the data and metashape subdirectories. The included processing report specifies the processing parameters that were used as input for the processing software (Agisoft Metashape, v1.7.1.11797).<br>Exported model data use CRS epsg:32633.<br><br><b>Show and visualise on <a href="http://svalbox.no/?page_id=3735">Svalbox.no</a>:</b><br>Through Svalbox we aim to take geoscientific research and education to the next level – with the simple motto of placing all key information and data sets in their correct spatial position. We bring modern technology, in particular cost-effective digital outcrops, to complement more than 200 years of geoscientific research on Svalbard. Finally, Svalbox provides a sustainable platform for sharing results, workflows and teaching material with the wider geoscientific community.<br><br>For more information, contact the Svalbox team at svalbox[at]gmail.com.

opencc-by-4.0Nov 2021View details →
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Fig. 11. Grandidierella osakaensis Ariyama, 1996. A, B in Three Species of Grandidierella (Crustacea: Amphipoda: Aoridae) from Coastal Areas of the Tohoku and Kanto-Tokai Districts, East Japan, with the Description of Two New Species

Fig. 11. Grandidierella osakaensis Ariyama, 1996. A, B, female (OMNH-Ar-10298), 6.3 mm; C, male (OMNH-Ar-10301), 7.0 mm; D, paratype, male (OMNH-Ar-3857), 6.1 mm. A, left gnathopod 1, lateral view; A1, distal part of left gnathopod 1, lateral view, normal setae omitted; B, left gnathopod 2, lateral view; B1, distal part of left gnathopod 2, lateral view, normal setae omitted; C, D, ischia–dactyli of left gnathopods 2, lateral views, setae omitted. Scales: 0.2 mm.

opencc-by-4.0Nov 2017View details →
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Fig. 10. Grandidierella osakaensis Ariyama, 1996 in Three Species of Grandidierella (Crustacea: Amphipoda: Aoridae) from Coastal Areas of the Tohoku and Kanto-Tokai Districts, East Japan, with the Description of Two New Species

Fig. 10. Grandidierella osakaensis Ariyama, 1996. Male (OMNH-Ar-10297), 5.8 mm. A, right antenna 2, lateral view; A1, flagellum of right antenna 2, lateral view, normal setae omitted; B, left gnathopod 1, lateral view; C, left gnathopod 2, lateral view; C1, distal part of left gnathopod 2, lateral view, normal setae omitted; D, left uropod 1, dorsolateral view. Scales: 0.2 mm.

opencc-by-4.0Nov 2017View details →
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Fig. 3 in Three Species of Grandidierella (Crustacea: Amphipoda: Aoridae) from Coastal Areas of the Tohoku and Kanto-Tokai Districts, East Japan, with the Description of Two New Species

Fig. 3. Grandidierella sanrikuensis sp. nov. Holotype, male (OMNH-Ar-10195), 7.7 mm. Habitus, left lateral view, pleopods lost.

opencc-by-4.0Nov 2017View details →
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Fig. 7 in Three Species of Grandidierella (Crustacea: Amphipoda: Aoridae) from Coastal Areas of the Tohoku and Kanto-Tokai Districts, East Japan, with the Description of Two New Species

Fig. 7. Grandidierella sanrikuensis sp. nov. A, B, paratype, female (OMNH-Ar-10197), 8.5 mm; C, paratype, male (OMNH-Ar-10196), 6.5 mm; D, paratype, male (OMNH-Ar-10198), 3.8 mm. A, left gnathopod 1, lateral view; A1, distal part of left gnathopod 1, lateral view, normal setae omitted; B, left gnathopod 2, lateral view; B1, distal part of left gnathopod 2, lateral view, normal setae omitted; C, D, meri–dactyli of left gnathopods 2, lateral views, setae omitted. Scales: 0.2 mm.

opencc-by-4.0Nov 2017View details →
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Fig. 1. Map showing the collecting sites. A–C in Three Species of Grandidierella (Crustacea: Amphipoda: Aoridae) from Coastal Areas of the Tohoku and Kanto-Tokai Districts, East Japan, with the Description of Two New Species

Fig. 1. Map showing the collecting sites. A–C, Grandidierella sanrikuensis sp. nov.; D, G. rubroantennata sp. nov.; E–G, G. osakaensis Ariyama, 1996. In sites C, E and G, G. japonica Stephensen, 1938 was also collected nearby.

opencc-by-4.0Nov 2017View details →
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Fig. 2 in Three Species of Grandidierella (Crustacea: Amphipoda: Aoridae) from Coastal Areas of the Tohoku and Kanto-Tokai Districts, East Japan, with the Description of Two New Species

Fig. 2. Photographs of the specimens in life. A, Grandidierella sanrikuensis sp. nov., holotype, male (OMNH-Ar-10195), 7.7 mm; B, G. sanrikuensis, paratype, female (OMNH-Ar-10197), 8.5 mm; C, G. rubroantennata sp. nov., paratype, female (OMNH-Ar-10296), 7.2 mm; D, G. osakaensis Ariyama, 1996, male (OMNH-Ar-10297), 5.8 mm; E, G. osakaensis, female (OMNH-Ar-10359), 5.8 mm. Scales: 1 mm.

opencc-by-4.0Nov 2017View details →
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Fig. 8 in Three Species of Grandidierella (Crustacea: Amphipoda: Aoridae) from Coastal Areas of the Tohoku and Kanto-Tokai Districts, East Japan, with the Description of Two New Species

Fig. 8. Grandidierella rubroantennata sp. nov. Paratype, female (OMNH-Ar-10296), 7.2 mm. A, left antenna 1, lateral view; A1, accessory flagellum of left antenna 1, medial view; B, left antenna 2, lateral view; B1, tip of left antenna 2, lateral view, normal setae omitted; C, left mandible, medial view; C1, incisor, lacinia mobilis and accessory blades of left mandible, medial view; D, left gnathopod 1, lateral view; D1, distal part of left gnathopod 1, lateral view, normal setae omitted; E, left gnathopod 2, lateral view; E1, distal part of left gnathopod 2, lateral view, normal setae omitted; F, basis of left pereopod 7, lateral view; G, left uropod 1, dorsolateral view; H, left uropod 2, dorsolateral view; I, left uropod 3, dorsal view; J, telson, dorsal view. Scales: 0.1 mm.

opencc-by-4.0Nov 2017View details →
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Fig. 4 in Three Species of Grandidierella (Crustacea: Amphipoda: Aoridae) from Coastal Areas of the Tohoku and Kanto-Tokai Districts, East Japan, with the Description of Two New Species

Fig. 4. Grandidierella sanrikuensis sp. nov. A–E, G–I, holotype, male (OMNH-Ar-10195), 7.7 mm; F, paratype, male (OMNH-Ar-10199), 8.4 mm. A, left antenna 1, lateral view; A1, accessory flagellum of left antenna 1, medial view; B, left antenna 2, lateral view; B1, tip of left antenna 2, lateral view, normal setae omitted; C, upper lip, anterior view; D, left mandible, medial view; D1, incisor, lacinia mobilis and accessory blades of left mandible, medial view; E, right mandible, medial view; E1, incisor, lacinia mobilis and accessory blades of right mandible, medial view; F, lower lip, ventral view; G, left maxilla 1, dorsal view; G1, distal part of outer plate of left maxilla 1, dorsal view; H, left maxilla 2, dorsal view; I, left maxilliped, dorsal view, inner plate omitted, nail of palp lost; I1, inner plate of right maxilliped, dorsal view. Scales: 0.1 mm.

opencc-by-4.0Nov 2017View details →
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Fig. 3 in Oncholaimus langhovdensis sp. nov. (Nematoda: Enoplea: Oncholaimida), a New Species of Free-living Marine Nematode from Langhovde, Dronning Maud Land, East Antarctica

Fig. 3. Oncholaimus langhovdensis sp. nov., SEM images. A female ICHUM 5322 (A, B, D, F) and a male ICHUM 5321 (C, E). A, head, anterior view; B, head, lateral view; C, male tail, lateral view; D, female tail, lateral view; E, male cloacal region, ventral view; F, vulva, ventrolateral view. Scale bars: A, B, E, F, 10 µm; C, D, 50 µm.

opencc-by-4.0Nov 2017View details →
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Fig. 2 in Oncholaimus langhovdensis sp. nov. (Nematoda: Enoplea: Oncholaimida), a New Species of Free-living Marine Nematode from Langhovde, Dronning Maud Land, East Antarctica

Fig. 2. Oncholaimus langhovdensis sp. nov. Male ICHUM 5311 (holotype; A, B), females ICHUM 5316 (C, D) and 5317 (E). A, testes; B, left spicule, lateral view; C, female posterior region; D, uvette and osmosium, right lateral view; E, uvette and osmosium, ventral view. Abbreviations: a.t., anterior testis; d.e., ductus entericus; d.u., ductus uterinus; e., egg; i., intestine; os., osmosium; ov., ovary; p.t., posterior testis; ut., uterus; uv., uvette; v., vulva; v.d., vas deferens. Scale bars: A, C, 500 µm; B, 10 µm; D, E, 50 µm.

opencc-by-4.0Nov 2017View details →
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Fig. 2 in Invertebrate Fauna Associated with Floating Sargassum horneri (Fucales: Sargassaceae) in the East China Sea

Fig. 2. Density of total taxa of epibionts on floating algae (A), abundance of total taxa (B), and Simpson's diversity index (C) presented as box plots. The number above each box indicates the number of examined algal rafts per station. The black line in each box shows the median and the whiskers show the range except for the outlier (black dot).

opencc-by-4.0May 2013View details →
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Fig. 3 in Invertebrate Fauna Associated with Floating Sargassum horneri (Fucales: Sargassaceae) in the East China Sea

Fig. 3. Correlations between number of total taxa and examined algal wet weight (A) (n=53, R2=0.21); abundance of total taxa and examined algal wet weight (B) (n=53, R2=0.41); and Simpson's diversity index and examined algal wet weight (C) (n=53, R2 = 0.10).

opencc-by-4.0May 2013View 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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