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4,182 results for “universities”

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zenodo40/100

Herbarium specimen image of Pteris vittata, part of the collection of Finnish Museum of Natural History LUOMUS, University of Helsinki

Part of a training dataset of scanned herbarium specimens. The data paper and a summary landing page will be published on Zenodo as it gets published.<br><br>Content of this deposition:<br><br>- A JSON-LD datafile listing the label data associated with this herbarium specimen. The Darwin and Dublin Core data standards are used for most values.<br>- A JPEG image file of the scanned herbarium sheet.<br>- A lossless TIFF image from which the JPEG image has been derived.<br>- Two PNG files containing segmented image overlays of the scanned herbarium sheet. The _all extension indicates that all labels, color charts and pieces of text have received a different color against a black background color. The _sel extension indicates that these elements are white if they're barcode labels, yellow if they're color charts and red if they're anything else.

opencc-zeroNov 2018View details →
zenodo40/100

Herbarium specimen image of Pteris ensiformis, part of the collection of Finnish Museum of Natural History LUOMUS, University of Helsinki

Part of a training dataset of scanned herbarium specimens. The data paper and a summary landing page will be published on Zenodo as it gets published.<br><br>Content of this deposition:<br><br>- A JSON-LD datafile listing the label data associated with this herbarium specimen. The Darwin and Dublin Core data standards are used for most values.<br>- A JPEG image file of the scanned herbarium sheet.<br>- A lossless TIFF image from which the JPEG image has been derived.<br>- Two PNG files containing segmented image overlays of the scanned herbarium sheet. The _all extension indicates that all labels, color charts and pieces of text have received a different color against a black background color. The _sel extension indicates that these elements are white if they're barcode labels, yellow if they're color charts and red if they're anything else.

opencc-zeroNov 2018View details →
zenodo40/100

Herbarium specimen image of Dryopteris campyloptera, part of the collection of Finnish Museum of Natural History LUOMUS, University of Helsinki

Part of a training dataset of scanned herbarium specimens. The data paper and a summary landing page will be published on Zenodo as it gets published.<br><br>Content of this deposition:<br><br>- A JSON-LD datafile listing the label data associated with this herbarium specimen. The Darwin and Dublin Core data standards are used for most values.<br>- A JPEG image file of the scanned herbarium sheet.<br>- A lossless TIFF image from which the JPEG image has been derived.<br>- Two PNG files containing segmented image overlays of the scanned herbarium sheet. The _all extension indicates that all labels, color charts and pieces of text have received a different color against a black background color. The _sel extension indicates that these elements are white if they're barcode labels, yellow if they're color charts and red if they're anything else.

opencc-zeroNov 2018View details →
zenodo40/100

Herbarium specimen image of Pteris ensiformis, part of the collection of Finnish Museum of Natural History LUOMUS, University of Helsinki

Part of a training dataset of scanned herbarium specimens. The data paper and a summary landing page will be published on Zenodo as it gets published.<br><br>Content of this deposition:<br><br>- A JSON-LD datafile listing the label data associated with this herbarium specimen. The Darwin and Dublin Core data standards are used for most values.<br>- A JPEG image file of the scanned herbarium sheet.<br>- A lossless TIFF image from which the JPEG image has been derived.<br>- Two PNG files containing segmented image overlays of the scanned herbarium sheet. The _all extension indicates that all labels, color charts and pieces of text have received a different color against a black background color. The _sel extension indicates that these elements are white if they're barcode labels, yellow if they're color charts and red if they're anything else.

opencc-zeroNov 2018View details →
zenodo40/100

Herbarium specimen image of Dryopteris celsa, part of the collection of Finnish Museum of Natural History LUOMUS, University of Helsinki

Part of a training dataset of scanned herbarium specimens. The data paper and a summary landing page will be published on Zenodo as it gets published.<br><br>Content of this deposition:<br><br>- A JSON-LD datafile listing the label data associated with this herbarium specimen. The Darwin and Dublin Core data standards are used for most values.<br>- A JPEG image file of the scanned herbarium sheet.<br>- A lossless TIFF image from which the JPEG image has been derived.<br>- Two PNG files containing segmented image overlays of the scanned herbarium sheet. The _all extension indicates that all labels, color charts and pieces of text have received a different color against a black background color. The _sel extension indicates that these elements are white if they're barcode labels, yellow if they're color charts and red if they're anything else.

opencc-zeroNov 2018View details →
zenodo40/100

Herbarium specimen image of Dicranopteris flexuosa, part of the collection of Finnish Museum of Natural History LUOMUS, University of Helsinki

Part of a training dataset of scanned herbarium specimens. The data paper and a summary landing page will be published on Zenodo as it gets published.<br><br>Content of this deposition:<br><br>- A JSON-LD datafile listing the label data associated with this herbarium specimen. The Darwin and Dublin Core data standards are used for most values.<br>- A JPEG image file of the scanned herbarium sheet.<br>- A lossless TIFF image from which the JPEG image has been derived.

opencc-zeroNov 2018View details →
zenodo40/100

Herbarium specimen image of Goniopteris poiteana, part of the collection of Finnish Museum of Natural History LUOMUS, University of Helsinki

Part of a training dataset of scanned herbarium specimens. The data paper and a summary landing page will be published on Zenodo as it gets published.<br><br>Content of this deposition:<br><br>- A JSON-LD datafile listing the label data associated with this herbarium specimen. The Darwin and Dublin Core data standards are used for most values.<br>- A JPEG image file of the scanned herbarium sheet.<br>- A lossless TIFF image from which the JPEG image has been derived.

opencc-zeroNov 2018View details →
zenodo40/100

Herbarium specimen image of Lophosoria quadripinnata, part of the collection of Finnish Museum of Natural History LUOMUS, University of Helsinki

Part of a training dataset of scanned herbarium specimens. The data paper and a summary landing page will be published on Zenodo as it gets published.<br><br>Content of this deposition:<br><br>- A JSON-LD datafile listing the label data associated with this herbarium specimen. The Darwin and Dublin Core data standards are used for most values.<br>- A JPEG image file of the scanned herbarium sheet.<br>- A lossless TIFF image from which the JPEG image has been derived.

opencc-zeroNov 2018View details →
zenodo40/100

Örebro University basement SLAM dataset - Radar, Velodyne

<p>Dataset recorded using the Taurob Tracker in &Ouml;rebro University. The data includes a novel radar sensor and velodyne data.</p>

opencc-by-4.0Nov 2018View details →
zenodo40/100

University of Helsinki butterfly wing collection - Anniina Mattila field caught specimens

<p>EN:</p> <p>This upload contains photographs taken by Imogen Gavins in the Butterfly Genetics Group at the University of Cambridge from the 25th January&nbsp;2019&nbsp;until the 30th January 2019.</p> <p>This batch contains field caught specimens of<em> Heliconius erato </em>collected from the Panama canal area (Gamboa) in&nbsp;May 2017, for analysis in Anniina Mattila&#39;s study of chemical defense at the University of Helsinki.</p> <p>ID range:</p> <p>EM - E190</p> <p>Nomenclature</p> <p>EXXX : unit ID corresponding to individual samples<br> _v _d: ventral or dorsal</p> <p>Information on individual samples from the Butterfly Genetics Group Collection can be found on the public database Earthcape (click&nbsp;<a href="https://heliconius.ecdb.io/#ViewID=ContentPage_DetailView&amp;ObjectKey=843e8ec1-41a6-4706-9622-f643132da859&amp;ObjectClassName=EarthCape.Module.Core.ContentPage&amp;mode=View">here</a>&nbsp;for the database, and&nbsp;<a href="http://heliconius.zoo.cam.ac.uk/databases/earthcape-specimen-database/">here</a>&nbsp;for FAQ)</p> <p>Please contact Chris Jiggins (c.jiggins[at]zoo.cam.ac.uk), Anniina Mattila (anniina.mattila[at]helsinki.fi)&nbsp;or Ian Warren (iaw22[at]cam.ac.uk) for requests.</p> <p>ES:</p> <p>Este repositorio contiene fotograf&iacute;as tomadas por Imogen Gavins en el Butterfly Genetics Group de la Universidad de Cambridge desde el 25&nbsp;de enero de 2019&nbsp;hasta el 30&nbsp;de enero de 2019.</p> <p>Este lote contiene la colecci&oacute;n de&nbsp;espec&iacute;menes silvestres&nbsp;de&nbsp;<em>Heliconius erato</em>&nbsp;de&nbsp;el area del canal de Panam&aacute; (Gamboa) en mayo 2017, para analizar defensa qu&iacute;mica por Anniina Mattila en la Universidad de Helsinki.</p> <p>&nbsp;ID rango:</p> <p>EM&nbsp;- E190</p> <p>Nomenclatura:</p> <p>EXXX : ID de unidad correspondiente a muestras individuales<br> _v _d: ventral o dorsal</p> <p>Puede encontrar informaci&oacute;n sobre muestras individuales de Butterfly Genetics Group Collection en la base de datos p&uacute;blica Earthcape (haga clic&nbsp;<a href="https://heliconius.ecdb.io/#ViewID=ContentPage_DetailView&amp;ObjectKey=843e8ec1-41a6-4706-9622-f643132da859&amp;ObjectClassName=EarthCape.Module.Core.ContentPage&amp;mode=View">aqu&iacute;</a>&nbsp;para la base de datos, y&nbsp;<a href="http://heliconius.zoo.cam.ac.uk/databases/earthcape-specimen-database/">aqu&iacute;</a>&nbsp;para preguntas frecuentes)</p> <p>Por favor, p&oacute;ngase en contacto con Chris Jiggins (c.jiggins [arroba] zoo.cam.ac.uk),&nbsp;Anniina Mattila (anniina.mattila [arroba] helsinki.fi)&nbsp;o Ian Warren (iaw22 [arroba] cam.ac.uk) con sus preguntas o peticiones.</p>

opencc-by-4.0Jan 2019View details →
zenodo40/100

University of Helsinki butterfly collection - Anniina Mattila bred specimens

<p>EN:</p> <p>This upload contains photographs taken by Imogen Gavins in the Butterfly Genetics Group at the University of Cambridge from the 25th January&nbsp;2019&nbsp;until the 30th January 2019.</p> <p>This batch contains broods from the &quot;common garden&quot; experiment, for the analysis of flight metabolic rate of <em>Heliconius erato demophoon</em> from Panama&nbsp;by&nbsp;Anniina Mattila at the University of Helsinki,&nbsp;undertaken in Oct-Nov 2017. These specimens have been sequenced using RNASeq. Some specimens are not included in this study, which is&nbsp;indicated on the attached csv file; &#39;Anniina.Mattila.Bred.F.csv&#39;.</p> <p>ID range:</p> <p>F337 - F8621</p> <p>Nomenclature</p> <p>FXXXX : unit ID corresponding to individual samples<br> _v _d: ventral or dorsal</p> <p>Information on individual samples from the Butterfly Genetics Group Collection can be found on the public database Earthcape (click&nbsp;<a href="https://heliconius.ecdb.io/#ViewID=ContentPage_DetailView&amp;ObjectKey=843e8ec1-41a6-4706-9622-f643132da859&amp;ObjectClassName=EarthCape.Module.Core.ContentPage&amp;mode=View">here</a>&nbsp;for the database, and&nbsp;<a href="http://heliconius.zoo.cam.ac.uk/databases/earthcape-specimen-database/">here</a>&nbsp;for FAQ)</p> <p>Please contact Chris Jiggins (c.jiggins[at]zoo.cam.ac.uk), Anniina Mattila (anniina.mattila [at] helsinki.fi)&nbsp;or Ian Warren (iaw22[at]cam.ac.uk) for requests.</p> <p>ES:</p> <p>Este repositorio contiene fotograf&iacute;as tomadas por Imogen Gavins en el Butterfly Genetics Group de la Universidad de Cambridge desde el 25&nbsp;de enero de 2019&nbsp;hasta el 30&nbsp;de enero de 2019.</p> <p>Este lote contiene las cr&iacute;as de un experimento &quot;common-garden&quot; para analizar tasa metab&oacute;licas de vuelo en mariposas <em>Heliconius erato demophoon</em> de Panam&aacute;, por Anniina Mattila en la Universidad de Helsinki,&nbsp;realizado en octubre-noviembre de 2017. Los espec&iacute;menes se han secuenciado para estudios de ARN. Algunos espec&iacute;menes no est&aacute;n incluidos en este estudio, y se indican en el archivo csv adjunto; &#39;Anniina.Mattila.Bred.F.csv&#39;.<br> <br> ID rango:</p> <p>F337 - F8621</p> <p>Nomenclatura:</p> <p>FXXXX : ID de unidad correspondiente a muestras individuales<br> _v _d: ventral o dorsal</p> <p>Puede encontrar informaci&oacute;n sobre muestras individuales de Butterfly Genetics Group Collection en la base de datos p&uacute;blica Earthcape (haga clic&nbsp;<a href="https://heliconius.ecdb.io/#ViewID=ContentPage_DetailView&amp;ObjectKey=843e8ec1-41a6-4706-9622-f643132da859&amp;ObjectClassName=EarthCape.Module.Core.ContentPage&amp;mode=View">aqu&iacute;</a>&nbsp;para la base de datos, y&nbsp;<a href="http://heliconius.zoo.cam.ac.uk/databases/earthcape-specimen-database/">aqu&iacute;</a>&nbsp;para preguntas frecuentes)</p> <p>Por favor, p&oacute;ngase en contacto con Chris Jiggins (c.jiggins [arroba] zoo.cam.ac.uk), Anniina Mattila (anniina.mattila [arroba] helsinki.fi) o&nbsp;Ian Warren (iaw22 [arroba] cam.ac.uk) con sus preguntas o peticiones.</p>

opencc-by-4.0Jan 2019View details →
zenodo40/100

KUCL: Korea University Camera-LIDAR Dataset

<p><strong>Overview</strong></p> <p>The&nbsp;Korea University Camera-LIDAR (KUCL) dataset&nbsp;contains images and point clouds acquired in indoor and outdoor environments for various applications (e.g., calibration of rigid-body transformation between camera and LIDAR) in robotics and computer vision communities.</p> <ul> <li>Indoor dataset: contains 63 pairs of images and point clouds (&#39;indoor.zip&#39;). We collected the indoor dataset in a static indoor environment with walls, floor, and ceiling.</li> <li>Outdoor dataset: 61 pairs of images and point clouds (&#39;outdoor.zip&#39;). We collected the outdoor dataset in an outdoor environment including buildings and trees.</li> </ul> <p><strong>Setup</strong></p> <p>The images were taken using a Point Grey Ladybug5 (<a href="https://www.ptgrey.com/ladybug5-30-mp-usb-30-spherical-digital-video-camera-black">specifications</a>) camera and point clouds were acquired with a Velodyne VLP-16 LIDAR (<a href="https://velodynelidar.com/vlp-16.html">specifications</a>). We rigidly mounted both&nbsp;sensors on the sensor frame during the overall data acquisition. Each pair of images and point clouds was discretely acquired while maintaining the sensor system standing still to reduce time-synchronization problems.</p> <p><strong>Description</strong></p> <p>Each dataset (zip file) is organized as follows:</p> <ul> <li>images/pano: This folder contains spherical panorama images (8000 X 4000) collected using the Ladybug5.</li> <li>images/pinhole/cam0~cam5: These&nbsp;folders contain rectified pinhole images (2448 X 2048)&nbsp;collected using six cameras (cam0~cam5) of the Ladybug5.</li> <li>images/pinhole/mask: This folder contains the mask (BW image) of each camera of the Ladybug5.</li> <li>images/pinhole/cam_param_pinhole.txt: This file contains extrinsic (transformation from the Ladybug5 to each lens) and intrinsic (focal length and center) parameters of each lens of the Ladybug5.&nbsp;For details of Ladybug5 coordinate system, please refer to the <a href="https://www.ptgrey.com/tan/10621">technical application note</a>.</li> <li>scans: This folder contains point clouds collected using the VLP-16 LIDAR in text files. The first line of each file is the number of points (N), and the remaining lines are points and corresponding reflectivities (N X 4).</li> </ul> <p>We also provide MATLAB <a href="https://drive.google.com/file/d/1aeYfmquaivnUWWTjJ6kBT1jtPEihr-1g/view?usp=sharing">functions</a> projecting point cloud onto spherical panorama and pinhole images. Before running the following functions, please unzip the dataset file (&#39;indoor.zip&#39; or &#39;outdoor.zip&#39;) under the main directory.</p> <ul> <li>run_pano_projection.m: This function projects points onto a spherical panorama image. Lines 19-20 select dataset and index of an image and a point cloud.</li> <li>run_pinhole_projection.m: This function projects points onto a pinhole&nbsp;image. Lines 19-21 select dataset, index of an image and a point cloud, and pinhole camera index.</li> </ul> <p>The rigid-body transformation between the&nbsp;Ladybug5 and the&nbsp;VLP-16&nbsp;in each function&nbsp;is acquired using our edge-based Camera-LIDAR calibration method with Gaussian Mixture Model (GMM). For the details, please refer to our paper (<a href="https://doi.org/10.1002/rob.21893">https://doi.org/10.1002/rob.21893</a>).</p> <p><strong>Citation</strong></p> <p>Please cite the following paper when using this dataset in your work.</p> <ul> <li>Jaehyeon Kang and Nakju L. Doh, &quot;Automatic Targetless Camera-LIDAR Calibration by Aligning Edge with Gaussian Mixture Model,&quot; Journal of Field Robotics, vol. 37, no. 1, pp.158-179, 2020.</li> <li>@ARTICLE {kang-2020-jfr,<br> &nbsp; &nbsp; AUTHOR = {Jaehyeon Kang and Nakju Lett Doh},<br> &nbsp; &nbsp; TITLE = {Automatic Targetless Camera&ndash;{LIDAR} Calibration by Aligning Edge with {Gaussian} Mixture Model},<br> &nbsp; &nbsp; JOURNAL = {Journal of Field Robotics},<br> &nbsp; &nbsp; YEAR = {2020},<br> &nbsp; &nbsp; VOLUME = {37},<br> &nbsp; &nbsp; NUMBER = {1},<br> &nbsp; &nbsp; PAGES = {158--179},<br> }</li> </ul> <p><strong>License information</strong></p> <p>The KUCL dataset&nbsp;is released under a Creative Commons Attribution 4.0 International License,&nbsp;<a href="https://creativecommons.org/licenses/by/4.0/">CC BY&nbsp;4.0</a></p> <p><strong>Contact Information</strong></p> <p>If you have any issues about the KUCL dataset, please contact us at&nbsp;<a href="mailto:kangjae07@gmail.com">kangjae07@gmail.com</a>.</p>

opencc-by-4.0Apr 2019View details →
zenodo40/100

University College Dublin bird observations - 1973 to 1998

<p>This folder holds data that CP entered from ledgers provided by K. Cathcart recording birds on the campus of University College Dublin, Belfield, Co. Dublin, Ireland from 1973 to 1998.&nbsp; Birds were recorded weekly with either presence/absence or abundance codes.&nbsp; These data have not been cleaned, and are known to have errors (e.g. some impossible dates including 31 November 1985 were written in the original ledgers and have been transcribed exactly into this dataset). &nbsp;</p> <p>These data have not been double-checked to identify entry errors.&nbsp;</p>

opencc-by-4.0Jun 2019View details →
zenodo40/100

Views of the students and prospective teachers of the National and Kapodistrian University of Athens and School of Pedagogical and Technological Education, regarding the necessity of certified pedagogical competence.

<p>views of the students and prospective teachers of the National and Kapodistrian University of Athens and School of Pedagogical and Technological Education, regarding the necessity of certified pedagogical competence.</p>

opencc-by-4.0Jul 2019View details →
zenodo40/100

Opening of the 10th European Summer University in Digital Humanities "Culture & Technology"

<p>Welcoming by the Vice-Rector for Research and Young Scholars of the University of Leipzig, Prof. Dr. Erich Schr&ouml;ger.</p> <p>Handing over of the certificates to scholarship, fellowship and bursary winners by Elisabeth Burr et al.</p> <p>Introduction into the programme and philosophy of the European Summer University in Digital Humanities &quot;Culture &amp; Technology&quot; by Elisabeth Burr</p>

opencc-by-4.0Jul 2019View details →
zenodo40/100

Curvature tension: evidence for a closed universe (supplementary inference products)

<p>These are the nested sampling inference products and input files that were used to compute results for <a href="https://arxiv.org/abs/1908.09139">arXiv:1908.09139</a>&nbsp;.</p> <p>An example plotting script and plots from the papers are included to demonstrate usage.</p> <p>Filename conventions:</p> <p>lcdm: Concordance cosmological model</p> <p>klcdm: Concordance cosmological model with curvature</p> <p>planck: Planck 2018 baseline likelihoods (without lensing)</p> <p>lensing: Planck 2018 CMB lensing likelihoods</p> <p>SH0ES: Riess et al 2018 Hubble likelihood</p> <p>BAO: BOSS DR12 baryonic acoustic oscillations + redshift space distortion likelihood</p> <p>Software used:</p> <ul> <li>CosmoChord&nbsp;<a href="https://github.com/williamjameshandley/CosmoChord/tree/570cfc18c17cbf300f041446747a2156d47df7fa">https://github.com/williamjameshandley/CosmoChord/tree/570cfc18c17cbf300f041446747a2156d47df7fa</a></li> <li>CAMB <a href="https://github.com/williamjameshandley/CAMB/tree/f7b79c5a158dd436788910b4ee630058cec1a250">https://github.com/williamjameshandley/CAMB/tree/f7b79c5a158dd436788910b4ee630058cec1a250</a></li> <li>PolyChord&nbsp;<a href="https://github.com/PolyChord/PolyChordLite/tree/839292290a7747dbee82933bb9f7f955ac45c3ca">https://github.com/PolyChord/PolyChordLite/tree/839292290a7747dbee82933bb9f7f955ac45c3ca</a></li> <li>anesthetic <a href="https://github.com/williamjameshandley/anesthetic/tree/9f98727657a75b332c4c9453f704348e7bc2b3a4">https://github.com/williamjameshandley/anesthetic/tree/9f98727657a75b332c4c9453f704348e7bc2b3a4</a></li> </ul> <p>Datasets detailed in CosmoChord.</p>

opencc-by-4.0Aug 2019View details →
zenodo40/100

Gayatri Chakravorty Spivak at Goldsmiths College, University of London, 2007

<p>Gayatri Chakravorty Spivak at Goldsmiths College, University of London, 2007, photography by&nbsp;Shih-Lun Chang.</p>

opencc-by-4.0Sep 2007View details →
zenodo40/100

Supplementary material to Republic of Moldova project report Free University Berlin

<p>This is supplementary material for the project of the Freie Universit&auml;t Berlin with the title:&nbsp;<strong>Anwendung geoarch&auml;oogischer Methoden zum Verst&auml;ndnis anthropogener Spuren der Poineşti-Lucaşeuca Kultur in Ivancea-Sub Pădure, Republik Moldau.&nbsp;</strong>The project was carried out by students during the module Projekt I at the Freien Universit&auml;t Berlin. Fieldwork was conducted 16th - 23rd September 2018in the vicinity of Ivancea (central Moldova), about 30km north of the capital Chisinau.&nbsp;</p>

opencc-by-4.0Oct 2019View details →
zenodo40/100

Branch-scale ember generation study at Oregon State University

<p>Videos and other supporting data for project used to identify the time to generation of dowels or natural samples when burned in a vertical wind tunnel.&nbsp; The overall goal was to identify which physical processes are most important in controlling ignition.</p> <p>&nbsp;</p> <p>The data was used for the publication, Effects of fuel characteristics on ember generation characteristics at branch-scales, International Journal of Wildland fire (in press).&nbsp;</p>

opencc-byOct 2019View details →
zenodo40/100

Identifying and Implementing Relevant Research Data Management Services for the Library at the University of Dodoma, Tanzania

<p>This data set&nbsp;presents the results of research conducted at the University of Dodoma, Tanzania. The purpose of the research was to identify and report on relevant RDM services that need to be implemented so that researchers and university management could collaborate and make our research data accessible to the international community.</p> <p>The data set was used to support both the mini-dissertation as well as a paper published in the Data Science Journal. The journal&nbsp;paper presents findings on important issues for consideration when planning to develop and implement RDM services at a developing country, academic institution. The paper also mentions the requirements for the sustainability of these initiatives.</p>

opencc-byNov 2019View details →

ScienceDex guides

Understand access before you commit

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

Compare curated datasets

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.