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Fig. 2.25. Plane 4 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.25. Plane 4 of the specimen page at Zoosphere.net, showing the labels of the specimen. Image copyright MfN.

opencc-by-4.0Apr 2020View details →
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Fig. 2.19 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.19. View of the photographic lab of the ZooSphere, with the automated specimen rotator in front of the camera, covered by styrofoam panels to reflect the light in all directions. Image copyright MfN.

opencc-by-4.0Apr 2020View details →
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Fig. 2.5 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.5. Detail of pinned insect image. Frontal view of a specimen of Bracon chrysophthalmus at 5× magnification. Scale = 500 µm.

opencc-by-4.0Apr 2020View details →
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Fig. 2.10 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.10. Detail of a specimen stored in ethanol. A detailed lateral view of a Drosophila sp. Specimen submerged in a 70% ethanol solution. Scale = 500 µm.

opencc-by-4.0Apr 2020View details →
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Fig. 2.2 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.2. Visual camera sensor comparison: A Hormius sp. specimen pictured at 4× magnification with a Canon EOS 5DS R (left) and a Canon EOS 700D (right).

opencc-by-4.0Apr 2020View details →
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Fig. 2.6 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.6. Translucent specimens. Pictures of a small translucent specimen of Gyraulus costulates exilis. Scale = 1 mm.

opencc-by-4.0Apr 2020View details →
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Fig. 2.9. Picturing submerged specimens. A in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.9. Picturing submerged specimens. A fly of the genus Drosophila pictured in ethanol with glass beads (top pictures) or without (bottom pictures) using a white (left pictures) or grey (right pictures) background. Scale = 1 mm.

opencc-by-4.0Apr 2020View details →
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Fig. 2.1 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.1. Focus Stacking setup used at the Royal Belgian Institute of Natural Sciences (RBINS) and the Royal Museum for Central Africa (RMCA). Left: View of the complete set-up; Right: Detailed view of the camera mounted to stackshot and to the closet using a metal corner, to mount the camera vertically.

opencc-by-4.0Apr 2020View details →
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Fig. 2.22. Plane 1 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.22. Plane 1 of the specimen page at Zoosphere.net, showing the collections responsible and the acquisition metadata. Image copyright MfN.

opencc-by-4.0Apr 2020View details →
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Fig. 2.17–2.18 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.17–2.18. Two different designs of the ZooSphere. In the first (left) figure, the stepper motor is centered on a long U-shaped axis, a swing, which is controlled by the second axis. In the second figure (right) all of this is more compressed in space and instead of a U-shaped axis to mount the first stepper motor, it is attached to the second by means of a T-shaped rod. Image copyright MfN.

opencc-by-4.0Apr 2020View details →
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Fig. 2.8 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.8. Pictures of a microscope plate. Left: a microscope plate with an overview of a specimen of Belgica antarctica using a white background (scale = 1 mm). Right: a detailed view of the left image (scale = 500 µm).

opencc-by-4.0Apr 2020View details →
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Fig. 2.7 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.7. Translucent specimen in detail. Close-up view of the outer surface of a specimen of Gyraulus costulates exilis. Scale = 500 µm.

opencc-by-4.0Apr 2020View details →
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Fig. 2.15 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.15. Caloptilia galacotra, reproductive organs. Picture composed of several stitched tiles of stacked pictures at a magnification of 20×.

opencc-by-4.0Apr 2020View details →
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Fig. 2.12 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.12. General view of the 'Information in Images' system mounted on a Leica microscope at the Royal Museum for Central Africa.

opencc-by-4.0Apr 2020View details →
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Fig. 2.4 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.4. Picturing pinned insects. The pictures represent several insects with highly reflective surfaces positioned in different ways (pinned, upper pictures; glued, bottom pictures). No shadows, no overexposed areas and hardly any reflections are present. Scale = 1 mm.

opencc-by-4.0Apr 2020View details →
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Fig. 2.3 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections

Fig. 2.3. Picturing shiny metallic specimens: Left: A manganite specimen (scale = 1 cm); Right: a detailed view of the manganite specimen (scale = 1 mm).

opencc-by-4.0Apr 2020View details →
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Dataset for Sparse Hashing for Scalable Approximate Model Counting: Theory and Practice

<p>The dataset consists of</p> <p>(1) Benchmark files<br> (2)&nbsp;the logfile (outputs) generated by ApproxMC4 and ApproxMC5 respectively</p> <p>(3) A summary of the results for the files where at least one of ApproxMC4 or ApproxMC5 did not time out and took more than 1 second.&nbsp;</p> <p>The corresponding paper titled &quot;Scalable Approximate Model Counting via Concentrated Hashing]{Sparse Hashing for Scalable Approximate Model Counting: Theory and Practice&quot; will appear in the Proceedings of Logic in Computer science(LICS),&nbsp;2020.</p>

opencc-by-4.0Apr 2020View details →
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Fig. 6 in Saproxylic beetle (Coleoptera) communities and forest management practices in coniferous stands in southwest Nova Scotia, Canada

Fig. 6. The number of species of beetles in the 22 most speciose families collected in the present study and in Bishop (1998).

opencc-by-4.0Sep 2008View details →
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Fig. 4 in Saproxylic beetle (Coleoptera) communities and forest management practices in coniferous stands in southwest Nova Scotia, Canada

Fig. 4. Percentage of coarse woody debris (CWD) volume by tree species for 11 stands in southwestern Nova Scotia (Thompson 2004). Tree species: wP White Pine; wB White Birch; SP Spruce spp.; rM Red Maple; OX unidentified hardwood; OS unidentified softwood; eH Eastern Hemlock; bF Balsam Fir. Site descriptions: 1 &amp; 2 – 40-80 yr, CT; 3 &amp; 4 – 40-80 yr, none; 5 – 80-120 yr, US; 6 &amp; 7 – 80-120, none; 8 – 120+ yr, S; 9 – 120+ yr, S/SH; 10 &amp; 11 – 120+ yr, none. CT = Commercial thinning; US = Uniform selection harvest; SH = Shelterwood harvest; S = Selection harvest.

opencc-by-4.0Sep 2008View details →
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Fig. 9. Scatter plot demonstrating a in Saproxylic beetle (Coleoptera) communities and forest management practices in coniferous stands in southwest Nova Scotia, Canada

Fig. 9. Scatter plot demonstrating a non-significant positive correlation between beetle species richness and CWD volume. Included are the regression equation and the R2 value.

opencc-by-4.0Sep 2008View 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

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.