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12,237 results for “2019”

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zenodo40/100

FIG. 7 in New data on the biodiversity of Solenogastres (Mollusca, Aplacophora) in the Mediterranean Sea: findings from the program "Our Planet Reviewed" Corsica 2019-2022

FIG. 7. — SEM images of the sclerites of A-D, Nematomenia banyulensis (Pruvot, 1890) (MNHN-IM-2019-1747); E, Tegulaherpia cf. myodoryata (MNHN-IM-2019-16176); F, Simrothiella margaritacea (Koren & Danielssen, 1877) (MNHN-IM-2019-18280); G, H, Dorymenia vagans (Kowalevsky & Marion, 1887) (MNHN-IM-2019-18274); I, Anamenia gorgonophila (Kowalevsky, 1880) (MNHN-IM-2019-18270). Scale bars: 20 µm.

opencc-zeroSep 2024View details →
zenodo40/100

FIG. 9 in New data on the biodiversity of Solenogastres (Mollusca, Aplacophora) in the Mediterranean Sea: findings from the program "Our Planet Reviewed" Corsica 2019-2022

FIG. 9. — Sclerites of A-E, Eleutheromenia sierra (Pruvot, 1890) (MNHN-IM-2019-1749): A, light microscopy image of the cuticle (the dorsal keel); B, general view of the sclerites in the dorsal region of the body; C, closer view of the hook-shaped sclerites and acicular sclerites in the dorsal region of the body (arrow, thin sclerites; star: longer and thicker sclerites); D, detail of the hook-shaped sclerites; E, acicular sclerites in the ventral region of the body; F-I, Unciherpia hirsuta (MNHN-IM-2019-18279): F, hook-shaped and harpoon-shaped sclerites (star, harpoon-shaped sclerites); G, acicular sclerites in the ventral region of the body; H, I, hook-shaped sclerites. Scale bars: A, 200 µm, B-I, 20 µm.

opencc-zeroSep 2024View details →
zenodo40/100

FIG. 6 in New data on the biodiversity of Solenogastres (Mollusca, Aplacophora) in the Mediterranean Sea: findings from the program "Our Planet Reviewed" Corsica 2019-2022

FIG. 6. — SEM images of the sclerites of Dondersia festiva (Pruvot, 1890) (MNHN-IM-2019-16170): A, layer of oval-shaped scales (many are broken) with palletshaped scales among them; B, oval-shaped scales; C, short pallet-shaped scales with a long stem; D, short pallet-shaped scales with a short stem; E-G, distal end of long pallet-shaped scales. H, long pallet-shaped scales with a long stem; I, long pallet-shaped scales with a short stem.; J, striated acicular sclerites; K, detail of the striated acicular sclerites; L, pallet-shaped scales of the anterior region. Scale bars: 20 µm. Symbols: arrows, oval-shaped scales from the basal layer.

opencc-zeroSep 2024View details →
zenodo40/100

FIG. 5 in New data on the biodiversity of Solenogastres (Mollusca, Aplacophora) in the Mediterranean Sea: findings from the program "Our Planet Reviewed" Corsica 2019-2022

FIG. 5. — Habitus of Pruvotina impexa (Pruvot, 1890): A, MNHN-IM-2019-18281 (photo of the preserved specimen); A', MNHN-IM-2019-18281 (photo of the living animal); A'', detail of the atrio-buccal region of MNHN-IM-2019-18281, arrow indicates the muscular ridge separating the atrium and pedal pit; B, MNHN-IM-2019-1746 (photo of the living animal); C, MNHN-IM-2019-1748 (photo of the living animal); D, MNHN-IM-2019-1745 (photo of the preserved specimen); E, MNHN-IM-2019-18285 (photo of the preserved specimen); F, MNHN-IM-2019-18273 (photo of the living animal and expelled gut contents); G, MNHN-IM-2019-16179 (photo of the preserved specimen). Scale bar: 1 mm. Symbols: stars, the anterior end of the animals.

opencc-zeroSep 2024View details →
zenodo40/100

FIG. 3 in New data on the biodiversity of Solenogastres (Mollusca, Aplacophora) in the Mediterranean Sea: findings from the program "Our Planet Reviewed" Corsica 2019-2022

FIG. 3. — Habitus of A, Dondersia festiva Hubrecht, 1888 (photo of the living animal – MNHN-IM-2019-18277); A', Dondersia festiva (photo of the living animal – MNHN-IM-2019-16169); A'', detail of the dorsoterminal sensory organs (MNHN-IM-2019-16169); B, Anamenia gorgonophila (Kowalevsky, 1880) (photo of the living animal on Paramuricea sp.): B', Anamenia gorgonophila (photo of the preserved specimen – MNHN-IM-2019-18270); C, Nematomenia banyulensis (Pruvot, 1890) (photo of the preserved specimen – MNHN-IM-2019-16178); D, Dorymenia vagans (Kowalevsky & Marion, 1887) (photo of the preserved specimen – MNHN-IM-2019-18274). Scale bars: 1 mm. Symbols: arrows, dorsoterminal sensory organs; stars, anterior end of the animals.

opencc-zeroSep 2024View details →
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FIG. 1 in New data on the biodiversity of Solenogastres (Mollusca, Aplacophora) in the Mediterranean Sea: findings from the program "Our Planet Reviewed" Corsica 2019-2022

FIG. 1. — Map of Corsica indicating the areas sampled during CORSICABENTHOS 1, 2 and 3 and the Solenogastres species collected in each area.

opencc-zeroSep 2024View details →
zenodo40/100

FIG. 4 in New data on the biodiversity of Solenogastres (Mollusca, Aplacophora) in the Mediterranean Sea: findings from the program "Our Planet Reviewed" Corsica 2019-2022

FIG. 4. — Habitus of A, Tegulaherpia cf. myodoryata (photo of the living animal – MNHN-IM-2019-16176); A', Tegulaherpia cf. myodoryata (photo of the preserved specimen – MNHN-IM-2019-16176); B, Eleutheromenia sierra (Pruvot, 1890) (photo of the preserved specimen – MNHN-IM-2019-1749); C, Pruvotia cf. sopita (photo of the preserved specimen – MNHN-IM-2019-1744 – on Sertularella sp.); D, Unciherpia hirsuta García-Alvarez, Urgorri & Salvini-Plawen, 2001 (photo of the living animal – MNHN-IM-2019-18279); E, Simrothiella margaritacea (Koren & Danielssen, 1877) (photo of the preserved specimen – MNHN-IM-2019-18280). Scale bars 1 mm. Symbols: arrow, copulatory stylets; stars, anterior end of the animals.

opencc-zeroSep 2024View details →
zenodo40/100

FIG. 13 in New data on the biodiversity of Solenogastres (Mollusca, Aplacophora) in the Mediterranean Sea: findings from the program "Our Planet Reviewed" Corsica 2019-2022

FIG. 13. — Histological sections of the anterior region of Eleutheromenia sierra (Pruvot, 1890) (MNHN-IM-2019-1749): A, atrial cavity; B, region between the atrial opening and the mouth, without ventral cuticle; C, opening of the mouth; D, radular region of the foregut; D', detail of the radula; E, paired region of the spawning duct; E', detail of the seminal vesicles; F, fused region of the spawning duct.; G, opening of the mantle cavity with respiratory folds. Abbreviations: see Material and methods. Symbol: Arrows indicate the outlet of the abdominal spicules Scale bars: 100 µm.

opencc-zeroSep 2024View details →
zenodo40/100

FIG. 12 in New data on the biodiversity of Solenogastres (Mollusca, Aplacophora) in the Mediterranean Sea: findings from the program "Our Planet Reviewed" Corsica 2019-2022

FIG. 12. — Histological sections of Pruvotina impexa (Pruvot, 1890) (MNHN-IM-2019-1746) A-E, anterior region (continuation of Fig. 11): A-C, mouth and dorsal gland; C', detail of the ventral cuticle between the opening of the mouth and the pedal pit; D, radular region of the foregut; D', detail of the radula; E, section of the glandular esophagus; F, G, posterior region: F, mid region of the spawning duct; G, section of the abdominal spicules; G', detail of the abdominal spicules; H, respiratory folds; I, posterior region of the body with the dorsoterminal sensory organ. Abbreviations: see Material and methods. Scale bars: 100 µm.

opencc-zeroSep 2024View details →
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FIG. 2 in New data on the biodiversity of Solenogastres (Mollusca, Aplacophora) in the Mediterranean Sea: findings from the program "Our Planet Reviewed" Corsica 2019-2022

FIG. 2. — Maximum likelihood phylogenetic reconstruction based on COI. MNHN CORSICABENTHOS specimens are shaded with colors corresponding to those used in Fig 1. BOLD (ALPNB #s) and NCBI accession numbers precede species names for publicly available sequences and both NCBI accession numbers and museum catalog numbers precede the species names for the Corsica specimens. Symbols: *, the taxa considered as reference sequences based on Kocot et al. (2019); gray blocks, species delimitation results according to Assemble Species by Automatic Partitioning (ASAP, Puillandre et al. 2021).

opencc-zeroSep 2024View details →
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FIG. 8 in New data on the biodiversity of Solenogastres (Mollusca, Aplacophora) in the Mediterranean Sea: findings from the program "Our Planet Reviewed" Corsica 2019-2022

FIG. 8. — SEM images of the sclerites of A-G, Pruvotina impexa (Pruvot, 1890): A, general view of the sclerites in the dorsal body region (MNHN-IM-2019-18281); B, acicular sclerites and scales of the pedal groove (arrow) in the ventral region of the body (MNHN-IM-2019-18281); C, general view of the sclerites in the dorsal body region (MNHN-IM-2019-1746); D, two types of hook-shaped sclerites (star, long distal region of the hook; dot, short distal region of the hook) (MNHN-IM-2019-1746); E, hook-shaped sclerites with long distal region of the hook (star) and the serrated sclerites (encircled) (MNHN-IM-2019-18281); F, hook-shaped sclerites with short distal region of the hook (MNHN-IM-2019-18281); G, hook-shaped sclerites with long distal region of the hook (MNHN-IM-2019-18281); H-J, Pruvotina impexa (MNHN-IM-2019-16179): H, general view of the sclerites in the dorsal region of the body; I, hook-shaped sclerite; J, scales of the pedal groove; K, L, acicular sclerites of Pruvotia cf. sopita (MNHN-IM-2019-1744). Scale bars: 20 µm.

opencc-zeroSep 2024View details →
zenodo40/100

FIG. 10 in New data on the biodiversity of Solenogastres (Mollusca, Aplacophora) in the Mediterranean Sea: findings from the program "Our Planet Reviewed" Corsica 2019-2022

FIG. 10. — Histological sections of Dondersia festiva (MNHN-IM-2019-18272): A, radular region; A', detail of the radula and radular sac; B, posterior region, spawning duct, and bag of the copulatory stylets; C, posterior section with copulatory stylets (circled) (MNHN-IM-2019-16169); D, posterior region, mantle cavity; E, mantle cavity and dorsoterminal sensory organ. Abbreviations: see Material and methods. Scale bars: 100 µm.

opencc-zeroSep 2024View details →
zenodo40/100

Stress measurements for 42 Mw 4.0-5.4 earthquakes during the 2019 Ridgecrest earthquake sequence

<p>The csv file &ldquo;Ridgecrest_table2_v1.csv&rdquo; contains measurements of apparent stress, stress parameter, and corner frequency.</p> <p><strong>EvtID</strong>: &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Earthquake&rsquo;s Event ID in Southern California Earthquake Data Center (SCEDC, https://scedc.caltech.edu).</p> <p><strong>Mw:&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </strong>Moment magnitude</p> <p><strong>AST:&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </strong>Apparent stress measurements in MPa using a time domain algorithm.</p> <p><strong>AST_STD:&nbsp;&nbsp;&nbsp; </strong>Standard deviation of AST in log10 units.</p> <p><strong>ASF:&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </strong>Apparent stress measurements in MPa using a frequency domain algorithm. Station terms have been corrected.</p> <p><strong>ASF_STD: &nbsp;&nbsp; </strong>Standard deviation of ASF in log10 units.</p> <p><strong>Brune: &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </strong>Stress parameter or Brune&rsquo;s stress drop in MPa</p> <p><strong>Brune_STD: </strong>Standard deviation of ASF in log10 units. Note that the uncertainty is estimated using a bootstrap approach.</p> <p><strong>Fc: &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </strong>Corner frequency of the geometric mean source spectra</p> <p><strong>Fc_STD:&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </strong>Standard deviation of Fc in log10 units. Note that the uncertainty is estimated using a bootstrap approach.</p> <p><strong>ASF_sub: &nbsp;&nbsp;&nbsp; </strong>Apparent stress measurements in MPa using a frequency domain algorithm. Unlike ASF, only the stations with station terms less than 3 are used. No correction for station terms.</p> <p><strong>ASF_stack:&nbsp; </strong>Apparent stress measurements in MPa using the geometric mean source spectra.</p> <p><strong>Depth:&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </strong>Centroid depth in km</p> <p><strong>Vs: &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </strong>S wave velocity at the centroid depth in km/s</p> <p><strong>Density:&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </strong>Density at the centroid depth in Mg/m<sup>3</sup></p> <p>&nbsp;</p>

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

Past surface mass balance of the Juneau Icefield, Southeast Alaska (1980 to 2019)

<p>This dataset contains the modelled past surface mass balance of the Juneau Icefield in Southeast Alaska for three models. A reanalysis model, CFSR from 1980 to 2019. And two global climate models (GFDL-CM3 and NCAR-CCSM4) from 1980 to 2010. The simulated surface mass balance was produced using COSIPY - a coupled snowpack and ice surface energy and mass balance model. The input climate data was originally dynamically downscaled in Lader et al., (2020,&nbsp;<em>J. Appl. Meteor. Climatol.)</em></p> <p>This data supplements the manuscript "<em>Surface mass balance modelling of the Juneau Icefield highlights the potential for rapid ice loss by the mid-21st century</em>" submitted to the Journal of Glaciology.&nbsp;</p>

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

CLIP Features and Selected Relevance Judgments Subset for TRECVID Ad-hoc Search (2019-2023)

<div> <div> <div> <div> <div>&nbsp;</div> </div> </div> </div> </div> <div> <div> <div> <div> <div> <div> <p>This repository contains CLIP features and annotations for a subset of V3C images, based on their relevance to selected queries from the TREC Video Retrieval Evaluation (TRECVID) Ad-hoc Video Search (AVS) task. The data includes annotations for AVS queries and judgments conducted in TRECVID from 2019 to 2023 [1], using the V3C1 and V3C2 collections [2]. Specifically, the TRECVID-AVS collection covers 89 queries,&nbsp; with video shots manually labeled as relevant (1), non-relevant (0), or not annotated (-1).</p> <p>We used approximately 2.6 million keyframes extracted from these video shots, mapping the annotations to the corresponding keyframes (note that there may not be a one-to-one correspondence between TRECVID shotID since multiple frames might be extracted from a single shot). Image representations are based on CLIP ViT-H/14 - LAION-2B features [3]. The timestamps of the keyframes and their CLIP features are sourced from the VISIONE repository [4].</p> <p>Given the incomplete nature of the TRECVID ground truth (where only a subset of video segments were judged per query), we focused on queries with at least 200 positive and 1400 negative annotations. This resulted in 80 datasets, each containing 1500 images&mdash;10% labeled as relevant and 90% as non-relevant.</p> <h3>Contents of the Repository:</h3> <ol> <li> <p><strong>Query-specific CSV Files:</strong> For each of the 80 selected AVS query (e.g., <code>1591</code>), the corresponding CSV file (e.g., <code>1591.csv</code>) contains a column for each image, where:</p> <ul> <li><strong>VISIONE image ID</strong> is in the first row.</li> <li><strong>CLIP features</strong> are in the subsequent rows.</li> <li><strong>Relevance annotations</strong> are in the last row: <code>1</code> for relevant, <code>0</code> for non-relevant.</li> </ul> </li> <li> <p><strong>Post-processed Datasets:</strong></p> <ul> <li><code>dataset_normalized.zip</code>: L2-normalized CLIP features.</li> <li><code>dataset_softmax.zip</code>: CLIP features converted into probabilities using a softmax function.</li> <li><code>dataset_logistic.zip</code>: CLIP features converted into probabilities using a logistic function followed by L1 normalization.</li> </ul> </li> <li> <p><strong>Text Feature Data:</strong> <code>clip_laion_text_features.csv</code> contains additional details for each query, including the query ID, query text, and L2 normalized CLIP features extracted from the query text.</p> </li> </ol> <h3>Citation and Usage:</h3> <p>This data was used in the experiments described in:</p> <p>Lucia Vadicamo, Francesca Scotti, Alan Dearle, Richard Connor, <em>Comparative Analysis of Relevance Feedback Techniques for Image Retrieval</em>, in Proceedings of the 31st International Conference on Multimedia Modeling (MMM 2025).</p> <p>The data is released under a Creative Commons Attribution license. If you use it in your research, please cite the above work.&nbsp;</p> <h3>References:</h3> <p>[1]TRECVID Data:&nbsp; &nbsp;<a href="https://www-nlpir.nist.gov/projects/trecvid/trecvid.data.html">https://www-nlpir.nist.gov/projects/trecvid/trecvid.data.html</a><br>[2] Rossetto, L., Schuldt, H., Awad, G., Butt, A.A.: V3C - A research video collection. <em>In: International Conference on Multimedia Modeling</em>, pp. 349&ndash;360. Springer (2019).<br>[3]&nbsp;https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K<br>[4] VISIONE Repository: &nbsp; <a href="https://zenodo.org/records/8188570">https://zenodo.org/records/8188570</a></p> </div> </div> </div> </div> </div> </div> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p>

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

Linked collectors and determiners for: A review of the subgenus Delineatia Volynkin & Huang, 2019 of the genus Ammatho Walker, 1855, with descriptions of two new species from Taiwan and Vietnam (Lepidoptera, Erebidae, Arctiinae, Lithosiini).

Natural history specimen data linked to collectors and determiners held within, "A review of the subgenus Delineatia Volynkin &amp; Huang, 2019 of the genus Ammatho Walker, 1855, with descriptions of two new species from Taiwan and Vietnam (Lepidoptera, Erebidae, Arctiinae, Lithosiini)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/a1540ced-2e09-452a-bd37-aee70242bf23">https://bionomia.net/dataset/a1540ced-2e09-452a-bd37-aee70242bf23</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/a1540ced-2e09-452a-bd37-aee70242bf23">https://gbif.org/dataset/a1540ced-2e09-452a-bd37-aee70242bf23</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: A short taxonomic note on the katydids from the genus Cercoteratura Gorochov, 2019 (Orthoptera: Tettigoniidae: Meconematinae), with a key to species.

Natural history specimen data linked to collectors and determiners held within, "A short taxonomic note on the katydids from the genus Cercoteratura Gorochov, 2019 (Orthoptera: Tettigoniidae: Meconematinae), with a key to species". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/ef73e6aa-5cff-4746-b67f-624fda5b73ee">https://bionomia.net/dataset/ef73e6aa-5cff-4746-b67f-624fda5b73ee</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/ef73e6aa-5cff-4746-b67f-624fda5b73ee">https://gbif.org/dataset/ef73e6aa-5cff-4746-b67f-624fda5b73ee</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
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Linked collectors and determiners for: Beetles from Old Spruce Forests in Southern Norway 2019.

Natural history specimen data linked to collectors and determiners held within, "Beetles from Old Spruce Forests in Southern Norway 2019". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/67780c67-2157-4809-8b51-0b47a7ae8d3b">https://bionomia.net/dataset/67780c67-2157-4809-8b51-0b47a7ae8d3b</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/67780c67-2157-4809-8b51-0b47a7ae8d3b">https://gbif.org/dataset/67780c67-2157-4809-8b51-0b47a7ae8d3b</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
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Linked collectors and determiners for: Tidlig oppdagelse og varsling av fremmede arter 2019.

Natural history specimen data linked to collectors and determiners held within, "Tidlig oppdagelse og varsling av fremmede arter 2019". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/edaf95d8-2c34-4792-8170-04d7c79a5a89">https://bionomia.net/dataset/edaf95d8-2c34-4792-8170-04d7c79a5a89</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/edaf95d8-2c34-4792-8170-04d7c79a5a89">https://gbif.org/dataset/edaf95d8-2c34-4792-8170-04d7c79a5a89</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: mosses-nhmj-ij-2019-01-11.

Natural history specimen data linked to collectors and determiners held within, "mosses-nhmj-ij-2019-01-11". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/59ab76d8-6664-4589-b1e2-791753d79eb3">https://bionomia.net/dataset/59ab76d8-6664-4589-b1e2-791753d79eb3</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/59ab76d8-6664-4589-b1e2-791753d79eb3">https://gbif.org/dataset/59ab76d8-6664-4589-b1e2-791753d79eb3</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →

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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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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.