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1,085 results for “Documentation”
Berenike trench BE23-162 documentation
<p>Dokumentacja wytworzona w ramach projektu badawczego finansowanego ze środków Narodowego Centrum Nauki nr 2021/43/D/HS3/00248 pt. Kulturowe, demograficzne i biologiczne profile postrzymskich (IV-VI w. n.e.) mieszkańców portu w Berenike (Egipt), na podstawie nieinwazyjnych, wykopaliskowych i bioarcheologicznych badań dwóch miejskich nekropolii.</p>
1st International Workshop on Open Web Search #wows2024 at ECIR 2024: Document Processors
<p><a href="https://opensearchfoundation.org/en/events-osf/wows2024/#osf-callforcontributions">The First International Workshop on Open Web Search</a> (WOWS) hosted at [ECIR 2024](https://www.ecir2024.org/) aimed to promote and discuss ideas and approaches to open up the web search ecosystem so that small research groups and young startups can leverage the web to foster an open and diverse search market. The workshop had two calls that support collaborative and open web search engines: (1) for scientific contributions, and (2) for open-source implementations. This repository collects the outputs of all submitted document processing components on public datasets for the second call aims to gather open-source prototypes and gain practical experience with collaborative, cooperative evaluation of search engines and their components using the [TIREx Information Retrieval Evaluation Platform](https://www.tira.io/tirex) hosted on [TIRA](https://www.tira.io).</p> <p> </p> <p> </p> <h2>Citations</h2> <p>If you reuse the resources, please ensure to cite TIRA and TIREx and the corresponding datasets, the corresponding bib-entries are:</p> <p>For TIREx:</p> <pre><code>@InProceedings{froebe:2023e,<br> author = {Maik Fr{\"o}be and {Jan Heinrich} Reimer and Sean MacAvaney and Niklas Deckers and Simon Reich and Janek Bevendorff and Benno Stein and Matthias Hagen and Martin Potthast},<br> booktitle = {46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023)},<br> doi = {10.1145/3539618.3591888},<br> editor = {Hsin{-}Hsi Chen and Wei{-}Jou (Edward) Duh and Hen{-}Hsen Huang and Makoto P. Kato and Josiane Mothe and Barbara Poblete},<br> ids = {potthast:2023t},<br> isbn = {9781450394086},<br> month = jul,<br> numpages = 11,<br> pages = {2826--2836},<br> publisher = {ACM},<br> site = {Taipei, Taiwan},<br> title = {{The Information Retrieval Experiment Platform}},<br> url = {https://dl.acm.org/doi/10.1145/3539618.3591888},<br> year = 2023<br>}<br></code></pre> <p>for TIRA:</p> <pre><code>@InProceedings{froebe:2023b,<br> address = {Berlin Heidelberg New York},<br> author = {Maik Fr{\"o}be and Matti Wiegmann and Nikolay Kolyada and Bastian Grahm and Theresa Elstner and Frank Loebe and Matthias Hagen and Benno Stein and Martin Potthast},<br> booktitle = {Advances in Information Retrieval. 45th European Conference on {IR} Research ({ECIR} 2023)},<br> doi = {10.1007/978-3-031-28241-6_20},<br> editor = {Jaap Kamps and Lorraine Goeuriot and Fabio Crestani and Maria Maistro and Hideo Joho and Brian Davis and Cathal Gurrin and Udo Kruschwitz and Annalina Caputo},<br> ids = {potthast:2023h},<br> month = apr,<br> pages = {236--241},<br> publisher = {Springer},<br> series = {Lecture Notes in Computer Science},<br> site = {Dublin, Irland},<br> title = {{Continuous Integration for Reproducible Shared Tasks with TIRA.io}},<br> url = {https://link.springer.com/chapter/10.1007/978-3-031-28241-6_20},<br> year = 2023<br>}</code><br><br>All query processors are described in the corresponding WOWS paper, please cite the papers and underlying approaches accordingly.</pre> <p>Forthermore, please cite the datasets that you use.</p> <h3>Args.me</h3> <p>If you re-use the Args.me indices, please additionally cite:</p> <pre><code>@InProceedings{bondarenko:2021d,<br> address = {Berlin Heidelberg New York},<br> author = {Alexander Bondarenko and Lukas Gienapp and Maik Fr{\"o}be and Meriem Beloucif and Yamen Ajjour and Alexander Panchenko and Chris Biemann and Benno Stein and Henning Wachsmuth and Martin Potthast and Matthias Hagen},<br> booktitle = {Experimental IR Meets Multilinguality, Multimodality, and Interaction. 12th International Conference of the CLEF Association (CLEF 2021)},<br> editor = {{K. Sel{\c{c}}uk} Candan and Bogdan Ionescu and Lorraine Goeuriot and Henning M{\"u}ller and Alexis Joly and Maria Maistro and Florina Piroi and Guglielmo Faggioli and Nicola Ferro},<br> ids = {potthast:2021t},<br> month = sep,<br> pages = {450-467},<br> publisher = {Springer},<br> series = {Lecture Notes in Computer Science},<br> site = {Bucharest, Romania},<br> title = {{Overview of Touch{\'e} 2021: Argument Retrieval}},<br> volume = 12880,<br> year = 2021<br>}<br></code><br><code>@InProceedings{bondarenko:2022f,<br> address = {Berlin Heidelberg New York},<br> author = {Alexander Bondarenko and Maik Fr{\"o}be and Johannes Kiesel and Shahbaz Syed and Timon Gurcke and Meriem Beloucif and Alexander Panchenko and Chris Biemann and Benno Stein and Henning Wachsmuth and Martin Potthast and Matthias Hagen},<br> booktitle = {Experimental IR Meets Multilinguality, Multimodality, and Interaction. 13th International Conference of the CLEF Association (CLEF 2022)},<br> editor = {Alberto Barr{\'o}n-Cede{\~n}o and Giovanni Da San Martino and Mirko Degli Esposti and Fabrizio Sebastiani and Craig Macdonald and Gabriella Pasi and Allan Hanbury and Martin Potthast and Guglielmo Faggioli and Nicola Ferro},<br> ids = {potthast:2022j},<br> month = sep,<br> numpages = 29,<br> publisher = {Springer},<br> series = {Lecture Notes in Computer Science},<br> site = {Bologna, Italy},<br> title = {{Overview of Touch{\'e} 2022: Argument Retrieval}},<br> year = 2022<br>}</code></pre> <h3>Antique</h3> <p>If you re-use the Antique indices, please additionally cite:</p> <pre><code>@inproceedings{hashemi:2020,<br> author = {Helia Hashemi and Mohammad Aliannejadi and Hamed Zamani and W. Bruce Croft},<br> editor = {Joemon M. Jose and Emine Yilmaz and Jo{\~{a}}o Magalh{\~{a}}es and Pablo Castells and Nicola Ferro and M{\'{a}}rio J. Silva and Fl{\'{a}}vio Martins},<br> title = {{ANTIQUE:} {A} Non-factoid Question Answering Benchmark},<br> booktitle = {Advances in Information Retrieval - 42nd European Conference on {IR} Research, {ECIR} 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part {II}},<br> series = {Lecture Notes in Computer Science},<br> volume = {12036},<br> pages = {166--173},<br> publisher = {Springer},<br> year = {2020},<br>}</code><br><br></pre> <h3>CORD-19</h3> <p>If you re-use the CORD-19 indices, please additionally cite:</p> <pre><code>@article{voorhees:2020,<br> author = {Ellen M. Voorhees and Tasmeer Alam and Steven Bedrick and Dina Demner{-}Fushman and William R. Hersh and Kyle Lo and Kirk Roberts and Ian Soboroff and Lucy Lu Wang},<br> title = {{TREC-COVID:} constructing a pandemic information retrieval test collection},<br> journal = {{SIGIR} Forum},<br> volume = {54},<br> number = {1},<br> pages = {1:1--1:12},<br> year = {2020},<br>}<br><br>@article{wang:2020,<br> author = {Lucy Lu Wang and Kyle Lo and Yoganand Chandrasekhar and Russell Reas and Jiangjiang Yang and Darrin Eide and Kathryn Funk and Rodney Kinney and Ziyang Liu and William Merrill and Paul Mooney and Dewey A. Murdick and Devvret Rishi and Jerry Sheehan and Zhihong Shen and Brandon Stilson and Alex D. Wade and Kuansan Wang and Chris Wilhelm and Boya Xie and Douglas Raymond and Daniel S. Weld and Oren Etzioni and Sebastian Kohlmeier},<br> title = {{CORD-19:} The Covid-19 Open Research Dataset},<br> journal = {CoRR},<br> volume = {abs/2004.10706},<br> year = {2020},<br> eprinttype = {arXiv},<br> eprint = {2004.10706},<br>}<br><br></code></pre> <h3>Cranfield</h3> <p>If you re-use the Cranfield indices, please additionally cite:</p> <pre><code>@inproceedings{cleverdon:1967,<br> title={The {C}ranfield tests on index language devices},<br> author={Cleverdon, Cyril},<br> booktitle={{ASLIB} Proceedings},<br> year={1967},<br> pages = {173--192},<br> organization={MCB UP Ltd. (Reprinted in Readings in Information Retrieval, Karen Sparck-Jones and Peter Willett, editors, Morgan Kaufmann, 1997)}<br>}<br><br>@inproceedings{cleverdon:1991,<br> author = {Cyril W. Cleverdon},<br> editor = {Abraham Bookstein and Yves Chiaramella and Gerard Salton and Vijay V. Raghavan},<br> title = {The Significance of the {C}ranfield Tests on Index Languages},<br> booktitle = {Proceedings of the 14th Annual International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval. Chicago, Illinois, USA, October 13-16, 1991 (Special Issue of the {SIGIR} Forum)},<br> pages = {3--12},<br> publisher = {{ACM}},<br> year = {1991},<br>}</code></pre> <h3>Medline TREC Genomics</h3> <p>If you re-use the Medline TREC Genomics indices, please additionally cite:</p> <pre><code>@inproceedings{hersh:2004,<br> author = {William R. Hersh and Ravi Teja Bhupatiraju and L. Ross and Aaron M. Cohen and Dale Kraemer and Phoebe Johnson},<br> editor = {Ellen M. Voorhees and Lori P. Buckland},<br> title = {{TREC} 2004 Genomics Track Overview},<br> booktitle = {Proceedings of the Thirteenth Text REtrieval Conference, {TREC} 2004, Gaithersburg, Maryland, USA, November 16-19, 2004},<br> series = {{NIST} Special Publication},<br> volume = {500-261},<br> publisher = {National Institute of Standards and Technology {(NIST)}},<br> year = {2004},<br>}<br><br>@inproceedings{hersh:2005,<br> author = {William R. Hersh and Aaron M. Cohen and Jianji Yang and Ravi Teja Bhupatiraju and Phoebe M. Roberts and Marti A. Hearst},<br> editor = {Ellen M. Voorhees and Lori P. Buckland},<br> title = {{TREC} 2005 Genomics Track Overview},<br> booktitle = {Proceedings of the Fourteenth Text REtrieval Conference, {TREC} 2005, Gaithersburg, Maryland, USA, November 15-18, 2005},<br> series = {{NIST} Special Publication},<br> volume = {500-266},<br> publisher = {National Institute of Standards and Technology {(NIST)}},<br> year = {2005},<br>}</code><br><br><br></pre> <h3>Medline TREC Precision Medicine</h3> <p>If you re-use the Medline TREC Precision Medicine indices, please additionally cite:</p> <pre><code>@inproceedings{roberts:2017,<br> author = {Kirk Roberts and Dina Demner{-}Fushman and Ellen M. Voorhees and William R. Hersh and Steven Bedrick and Alexander J. Lazar and Shubham Pant},<br> editor = {Ellen M. Voorhees and Angela Ellis},<br> title = {Overview of the {TREC} 2017 Precision Medicine Track},<br> booktitle = {Proceedings of The Twenty-Sixth Text REtrieval Conference, {TREC} 2017, Gaithersburg, Maryland, USA, November 15-17, 2017},<br> series = {{NIST} Special Publication},<br> volume = {500-324},<br> publisher = {National Institute of Standards and Technology {(NIST)}},<br> year = {2017},<br>}<br><br>@inproceedings{roberts:2018,<br> author = {Kirk Roberts and Dina Demner{-}Fushman and Ellen M. Voorhees and William R. Hersh and Steven Bedrick and Alexander J. Lazar},<br> editor = {Ellen M. Voorhees and Angela Ellis},<br> title = {Overview of the {TREC} 2018 Precision Medicine Track},<br> booktitle = {Proceedings of the Twenty-Seventh Text REtrieval Conference, {TREC} 2018, Gaithersburg, Maryland, USA, November 14-16, 2018},<br> series = {{NIST} Special Publication},<br> volume = {500-331},<br> publisher = {National Institute of Standards and Technology {(NIST)}},<br> year = {2018},<br>}</code><br><br></pre> <h3>MS MARCO (TREC Deep Learning 2019 and 2020</h3> <p>If you re-use the MS MARCO indices, please additionally cite:</p> <pre><code>@inproceedings{craswell:2019,<br> author = {Nick Craswell and Bhaskar Mitra and Emine Yilmaz and Daniel Campos and Ellen M. Voorhees},<br> booktitle = {28th International Text Retrieval Conference, {TREC} 2019, Gaithersburg, Maryland, USA},<br> editor = {{Ellen M.} Voorhees and Angela Ellis},<br> month = nov,<br> title = {{Overview of the {TREC} 2019 Deep Learning Track}},<br> publisher = {National Institute of Standards and Technology (NIST)},<br> series = {NIST Special Publication},<br> year = {2019}<br>}<br><br>@inproceedings{craswell:2020,<br> author = {Nick Craswell and Bhaskar Mitra and Emine Yilmaz and Daniel Campos},<br> editor = {Ellen M. Voorhees and Angela Ellis},<br> title = {{Overview of the {TREC} 2020 Deep Learning Track}},<br> booktitle = {Proceedings of the 29th Text REtrieval Conference, {TREC} 2020, Virtual Event, Gaithersburg, MD, USA, November 16-20, 2020},<br> series = {{NIST} Special Publication},<br> volume = {1266},<br> publisher = {National Institute of Standards and Technology {(NIST)}},<br> year = {2020},<br>}</code></pre> <pre> </pre> <h3>NFCorpus</h3> <p>If you re-use the next indices, please additionally cite:</p> <pre><code>@inproceedings{boteva:2016,<br> author = {Vera Boteva and Demian Gholipour Ghalandari and Artem Sokolov and Stefan Riezler},<br> editor = {Nicola Ferro and Fabio Crestani and Marie{-}Francine Moens and Josiane Mothe and Fabrizio Silvestri and Giorgio Maria Di Nunzio and Claudia Hauff and Gianmaria Silvello},<br> title = {A Full-Text Learning to Rank Dataset for Medical Information Retrieval},<br> booktitle = {Advances in Information Retrieval - 38th European Conference on {IR} Research, {ECIR} 2016, Padua, Italy, March 20-23, 2016. Proceedings},<br> series = {Lecture Notes in Computer Science},<br> volume = {9626},<br> pages = {716--722},<br> publisher = {Springer},<br> year = {2016},<br>}</code></pre> <h3>LongEval</h3> <p>Please cite the [corresponding dataset](https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-5151).:</p> <pre><code>@misc{11234/1-5151, title = {{LongEval} Click-Model Relevance Judgements (Qrels)}, author = {Galu{\v s}{\v c}{\'a}kov{\'a}, Petra and Devaud, Romain and Gonzalez-Saez, Gabriela and Mulhem, Philippe and Goeuriot, Lorraine and Piroi, Florina and Popel, Martin}, url = {http://hdl.handle.net/11234/1-5151}, note = {{LINDAT}/{CLARIAH}-{CZ} digital library at the Institute of Formal and Applied Linguistics ({{\'U}FAL}), Faculty of Mathematics and Physics, Charles University}, copyright = {Qwant {LongEval} Attribution-{NonCommercial}-{ShareAlike} License}, year = {2023} }</code><br><br></pre> <p>The index can be re-used in the [LongEval 2024](https://clef-longeval.github.io/) shared task hosted at [CLEF 2024](https://clef2024.imag.fr/). The documents (and thereby the derived PyTerrier Index are under the <a href="https://lindat.mff.cuni.cz/repository/xmlui/page/Qwant_LongEval_BY-NC-SA_License">Qwant LongEval Attribution-NonCommercial-ShareAlike License</a> and by reusing the indices you also accept and aggree to do this under the sharealike qwant license.</p>
Berenike trench BE23-157 documentation
<p>Dokumentacja wytworzona w ramach projektu badawczego finansowanego ze środków Narodowego Centrum Nauki nr 2021/43/D/HS3/00248 pt. Kulturowe, demograficzne i biologiczne profile postrzymskich (IV-VI w. n.e.) mieszkańców portu w Berenike (Egipt), na podstawie nieinwazyjnych, wykopaliskowych i bioarcheologicznych badań dwóch miejskich nekropolii.</p>
Berenike trench BE23-159 documentation
<p>Dokumentacja wytworzona w ramach projektu badawczego finansowanego ze środków Narodowego Centrum Nauki nr 2021/43/D/HS3/00248 pt. Kulturowe, demograficzne i biologiczne profile postrzymskich (IV-VI w. n.e.) mieszkańców portu w Berenike (Egipt), na podstawie nieinwazyjnych, wykopaliskowych i bioarcheologicznych badań dwóch miejskich nekropolii.</p>
Berenike trench BE23-164 documentation
<p>Dokumentacja wytworzona w ramach projektu badawczego finansowanego ze środków Narodowego Centrum Nauki nr 2021/43/D/HS3/00248 pt. Kulturowe, demograficzne i biologiczne profile postrzymskich (IV-VI w. n.e.) mieszkańców portu w Berenike (Egipt), na podstawie nieinwazyjnych, wykopaliskowych i bioarcheologicznych badań dwóch miejskich nekropolii.</p>
Berenike trench BE23-160 documentation
<p>Dokumentacja wytworzona w ramach projektu badawczego finansowanego ze środków Narodowego Centrum Nauki nr 2021/43/D/HS3/00248 pt. Kulturowe, demograficzne i biologiczne profile postrzymskich (IV-VI w. n.e.) mieszkańców portu w Berenike (Egipt), na podstawie nieinwazyjnych, wykopaliskowych i bioarcheologicznych badań dwóch miejskich nekropolii.</p>
Supporting Software Maintenance with Dynamically Generated Document Hierarchies
Open the record for dataset details and reuse information.
An Empirical Comparative Study of Convolutional Neural Network and Support Vector Machine in Digital Signature for Digital Document Authentication
<p>Dataset dan figure of the research</p>
Survey Results for: MM-LDTF: Multi-Model Legal Document Translation Framework for Vernacular Languages
Open the record for dataset details and reuse information.
SNSF Spark project "Sonic Imagination" – Video documentation of on-site scenarios and interview excerpts
<p>We aimed to investigate the hypothesis that virtual sound sources in audio augmented environments are particularly suitable for triggering and directing imaginations within human inner perception. Our hypothesis was that the binaural listening to imaginary entities at the place of recording (so to speak 'in-situ') enhances the imagination in a special way, since sound as a non-visual medium favours the creation of images in human inner perception. We narrowed down our research question especially in regards to our practical experimentations to possible applications in areas that rely on the guided creation of individual or intersubjective imaginations, such as urban planning and scenario development, certain forms of trauma therapy, as well as audiovisual art and fiction.</p> <p>Further information: </p> <p><a href="https://www.ludwigzeller.net/projects/sonic-imagination/">https://www.ludwigzeller.net/projects/sonic-imagination/</a></p> <p><a href="https://p3.snf.ch/project-195868">https://p3.snf.ch/project-195868</a></p> <p> </p>
ADR Manager: Improving the Documentation and Management of Architectural Decisions
<p>This repository contains all artifacts related to the empirical evaluation of the ADR Manager, a web-based application for creating and managing architectural decision records (ADRs). See the README.md for more details on the different artifacts.</p>
Datasets for "Discourse-Aware Unsupervised Summarization for Long Scientific Documents"
<p>Datasets used in <a href="https://aclanthology.org/2021.eacl-main.93.pdf">Discourse-Aware Unsupervised Summarization for Long Scientific Documents</a></p>
List of participants in information and documentation studies
<p> </p> <p>List of participants in information and documentation studies</p>
Comments On Comment: Where Code Review and Documentation Meet
<p>Comments on Comments dataset from the paper titled 'Comments on Comments: Where Code Review and Documentation Meet'</p> <p>DOI of the paper: <a href="https://doi.org/10.1145/3524842.3528475">https://doi.org/10.1145/3524842.3528475</a></p>
Deep sequencing data for document titled: Rolling circle RNA synthesis catalysed by RNA
<p>RNA-catalysed RNA replication is widely considered a key step in the emergence of life's first genetic system. However, RNA replication can be impeded by the extraordinary stability of duplex RNA products, which must be dissociated for re-initiation of the next replication cycle. Here we have explored rolling circle synthesis (RCS) as a potential solution to this strand separation problem. RCS on small circular RNAs - as indicated by molecular dynamics simulations - induces a progressive build-up of conformational strain with destabilisation of nascent strand 5' and 3' ends. At the same time, we observe sustained RCS by a triplet polymerase ribozyme on small circular RNAs over multiple orbits with strand displacement yielding concatemeric RNA products. Furthermore, we show RCS of a circular Hammerhead ribozyme capable of self-cleavage and re-circularisation. Thus, all steps of a viroid-like RNA replication pathway can be catalysed by RNA alone. Our results have implications for the emergence of RNA replication and for understanding the potential of RNA to support complex genetic processes.</p>
FIG.2 in Three new species of Solanum from Kenya: using herbarium specimens to document environmental change.
FIG.2. Solanum polhillii Voronts. sp. nov. A. Habit in sheltered habitat. B. Underside of leaf showing stellate trichomes. C. Stellate trichome. D. Habit in exposed habitat. E. Bud. F. Flower. G. Immature fruit. H. Mature fruit. I. Seed. Drawn from herbarium specimens. A, B, C, E, Ffrom Verdcourt 3838. Ddrawn from Greenway 9086. Gand Hfrom Verdcourt et al. 2672. Ifrom Greenway 10671. Scale bar: A, D = 2.5 cm; B, I = 2.5 mm; C = 0.5 mm; E, G, H = 1 cm; F = 2 cm. Drawn by Lucy T. Smith.
FIG. 5 in Three new species of Solanum from Kenya: using herbarium specimens to document environmental change.
FIG. 5. Three new species and their habitats in Kenya. A – D. Solanum polhillii Voronts. sp. nov. on Mount Suswa. E – H. Solanum phoxocarpum Voronts. sp. nov. in the Aberdare National Park. I – L. Solanum malindiense sp. nov. at the Mayungu beach. Photographs A – Hby Maarten Christenhusz. Photographs I – L by Maria Vorontsova.
FIG.1 in Three new species of Solanum from Kenya: using herbarium specimens to document environmental change.
FIG.1. Distribution of the three new species in Kenya and Tanzania. A. Solanum polhillii Voronts. sp. nov. B. Solanum phoxocarpum Voronts. sp. nov. C. Solanum malindiense Voronts. sp. nov. Collecting localities not visited are marked as black triangles. Collecting localities visited where the plants were not found are marked as red circles. Collecting localities visited where the plants were found are marked as green squares. Drawn by Paweł Ficinski.
FIG.4 in Three new species of Solanum from Kenya: using herbarium specimens to document environmental change.
FIG.4. Solanum malindiense Voronts. sp. nov. A. Habit in flower. B. Habit in fruit. C. Underside of leaf showing stellate trichomes. D. Stellate trichome. E. Flower. F. Flower and calyx. G. Seed. A, E, Fdrawn from field photographs, B, C, D, Gdrawn from herbarium specimens. Afrom Vorontsova et al. 115. B, C, D from Luke 10326K. E, Ffrom Vorontsova et al. 112. Gfrom Jeffery K415. Scale bar: A = 1.5 cm; B = 2 cm; C, G = 2.5 mm; D = 0.5 mm; E, F = 1 cm. Drawn by Lucy T. Smith.
FIG.3 in Three new species of Solanum from Kenya: using herbarium specimens to document environmental change.
FIG.3. Solanum phoxocarpum Voronts. sp. nov. A. Habit in flower. B. Flower. C. Flower and calyx. D. Underside of the leaf. E. Underside of leaf showing stellate trichomes. F. Stellate trichome. G. Habit in fruit. H. Fruit, longitudinal cross section. I. Seed. A, B, C, H drawn from field photographs of Vorontsova et al. 29. D, E, F, G drawn from herbarium specimen Verdcourt 3725. Idrawn from herbarium specimen Frame 229. Scale bar: A = 2 cm; B, C, D, H = 3 cm; E, I = 2.5 mm; F = 0.5 mm; G = 2.5 cm. Drawn by Lucy T. Smith.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research 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.
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.
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.
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.
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.