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zenodo40/100

Fig. 3 in A review of the Indian species formerly assigned to the genus Storena Walckenaer, 1805 (Araneae: Zodariidae) with the description of a new genus

Fig. 3. Laminion birenifer (Gravely, 1921) gen. et comb. nov., ♂♀, syntypes of Storena birenifer Gravely, 1921 (NZC-ZSI-2914/H2). A. Left pedipalp of male, prolateral view. B. Same, retrolateral view. C. Same, ventral view. D. Epigynum of female, ventral view. Abbreviations: lSP = lateral sclerotised plate; mSP = median sclerotised plate. Scale bars: A–C = 0.5 mm; D = 0.2 mm. Arrows indicate the femoral disto-ventral depression.

opencc-by-4.0Aug 2020View details →
zenodo40/100

Fig. 6 in A review of the Indian species formerly assigned to the genus Storena Walckenaer, 1805 (Araneae: Zodariidae) with the description of a new genus

Fig. 6. Laminion debasrae (Biswas & Biswas, 1992) gen. et comb. nov., ♀, holotype of Storena debasrae Biswas & Biswas, 1992 (NZC-ZSI-5411/18). A. Female habitus, dorso-lateral view. B. Epigynum of the same, ventral view. C. Vulva of the same, dorsal view. D. Type label. E. Original illustrations of S. debasrae adapted from Biswas & Biswas (1992). Abbreviations: lSP = lateral sclerotised plate; mSP = median sclerotised plate. Scale bars: A = 2 mm; B–C = 0.2 mm.

opencc-by-4.0Aug 2020View details →
zenodo40/100

Fig. 9 in A review of the Indian species formerly assigned to the genus Storena Walckenaer, 1805 (Araneae: Zodariidae) with the description of a new genus

Fig. 9. Currently known distributional records of Laminion gen. nov. Ǫ Laminion arakuensis (Patel & Reddy, 1989) gen. et comb. nov. ● Laminion birenifer (Gravely, 1921) gen. et comb. nov. ♦ Laminion debasrae (Biswas & Biswas, 1992) gen. et comb. nov. ■ Laminion gujaratensis (Tikader & Patel, 1975) gen. et comb. nov.

opencc-by-4.0Aug 2020View details →
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Fig. 5 in A review of the Indian species formerly assigned to the genus Storena Walckenaer, 1805 (Araneae: Zodariidae) with the description of a new genus

Fig. 5. Laminion birenifer (Gravely, 1921) gen. et comb. nov., ♂, syntype of Storena birenifer Gravely, 1921 (NZC-ZSI-2914/H2), details of left pedipalp. A. Bulb, prolatero-ventral view. B–D. Details of conductor, median apophysis and disto-prolateral tegular apophysis. B. Ventro-retrolateral view. C. Oblique ventral view. D. Prolateral view. Abbreviations: C = conductor; dpTA = disto-prolateral tegular apophysis; E = embolus; EB = embolic base; MA = median apophysis; pMA = prolateral branch of median apophysis; rC1 = first retrolateral branch of conductor; rC2 = second retrolateral branch of conductor; rMA = retrolateral branch of median apophysis. Scale bars: A, C = 0.5 mm; B, D = 0.2 mm.

opencc-by-4.0Aug 2020View details →
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Fig. 4 in A review of the Indian species formerly assigned to the genus Storena Walckenaer, 1805 (Araneae: Zodariidae) with the description of a new genus

Fig. 4. Laminion birenifer (Gravely, 1921) gen. et comb. nov., ♂, syntype of Storena birenifer Gravely, 1921 (NZC-ZSI-2914/H2), left pedipalp. A. Cymbial retrolateral flange, ventral view. B. Distal part of cymbium and bulb, prolateral view. C. Disto-prolateral tegular apophysis, dorso-prolateral view. D–I. Details of retrolateral tibial apophysis, cymbial processes, lamellate extension of tibia and patellar apophysis. D, F. Retrolateral view. E. Ventral view. G. Prolatero-ventral view. H. Dorso-ventral view. I. Ventral view. Abbreviations: C = conductor; CP1 = first cymbial process; CP2 = second cymbial process; CP3 = third cymbial process; dpTA = disto-prolateral tegular apophysis; LTi = lamellate extension of tibia; MA = median apophysis; PA = patellar apophysis; RTA = retrolateral tibial apophysis. Scale bars: A = 0.5 mm; B–I = 0.2 mm. Arrows: 1 indicates cymbial retrolateral flange, 2 indicates dorsal hair mat of cymbium.

opencc-by-4.0Aug 2020View details →
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Fig. 7 in A review of the Indian species formerly assigned to the genus Storena Walckenaer, 1805 (Araneae: Zodariidae) with the description of a new genus

Fig. 7. Laminion gujaratensis (Tikader & Patel, 1975) gen. et comb. nov., ♂, holotype of Storena gujaratensis Tikader & Patel, 1975. A. Male habitus, dorsal view. B. Same, ventral view. C. Spinnerets showing PVS, ventral view. D. Type label. E. Original illustrations of S. gujaratensis adapted from Tikader & Patel (1975). Scale bars: A–B = 2 mm; C = 0.1 mm.

opencc-by-4.0Aug 2020View details →
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Data management planning - Training for trainers, part I-III: answers to per-assignments

<p>The data have been collected as part of data management planning training for trainers. Data consists participants answers to pre-assignments.</p> <p>Consent for data sharing</p> <ul> <li>First session: Consent for datat sharing was asked afterwards by email</li> <li>Second and third session: Consent was asked when collecting answers on the e-form.</li> </ul> <p>The slides of the DMP training fro trainers is available on SlideShare:</p> <ul> <li>Session I:&nbsp;<a href="https://www2.slideshare.net/MariKuusniemi/part-i-data-management-planning-training-for-trainers">https://www2.slideshare.net/MariKuusniemi/part-i-data-management-planning-training-for-trainers</a></li> <li>Session II:&nbsp;<a href="https://www2.slideshare.net/MariKuusniemi/data-management-planning-training-for-trainers-part-ii">https://www2.slideshare.net/MariKuusniemi/data-management-planning-training-for-trainers-part-ii</a></li> <li>Session III:&nbsp;<a href="https://www2.slideshare.net/MariKuusniemi/data-management-planning-training-for-trainers-part-iii">https://www2.slideshare.net/MariKuusniemi/data-management-planning-training-for-trainers-part-iii</a></li> </ul> <p>The training was organised by Tuuli Office.</p>

opencc-by-4.0Nov 2020View details →
zenodo40/100

Replication Package: Assessing time-based and range-based strategies for commit assignment to releases

<p><strong>Abstract:</strong></p> <p>Release is a ubiquitous concept in software development, referring to grouping multiple independent changes into a deliverable piece of software. Mining releases can help developers understand the software evolution at coarse grain, identify which features were delivered or bugs were fixed, and pinpoint who contributed on a given release. A typical initial step of release mining consists of identifying which commits compose a given release. We could find two main strategies used in the literature to perform this task: time-based and range-based. Some release mining works recognize that those strategies are subject to misclassifications but do not quantify the impact of such a threat. This paper analyzed 13,419 releases and 1,414,997 commits from 100 relevant open source projects hosted at GitHub to assess both strategies in terms of precision and recall. We observed that, in general, the range-based strategy has superior results than the time-based strategy. Nevertheless, even when the range-based strategy is in place, some releases still show misclassifications. Thus, our paper also discusses some situations in which each strategy degrades, potentially leading to bias on the mining results if not adequately known and avoided.</p> <p><strong>Instructions:</strong></p> <p>Visit <a href="https://github.com/gems-uff/release-mining">https://github.com/gems-uff/release-mining</a> for instructions about how to use this dataset.</p> <p><strong>Files:</strong></p> <ul> <li>The <em>repos.tgz</em> contains our project <em>corpus </em>comprising 1,414,997&nbsp;releases&nbsp;from&nbsp;100&nbsp;relevant&nbsp;open&nbsp;source&nbsp;projects.</li> <li>The <em>repos.sha1</em> contains the sha1 checksum of <em>repos.tgz</em></li> </ul> <p><strong>Disclaimer:</strong></p> <p>This replication package contains the source code of 100 relevant open source projects. Its purpose is to enable the replication of the study conducted in the paper &quot;Assessing time-based and range-based strategies for commit assignment to releases.&quot;&nbsp;&nbsp;</p> <p>It is essential to check each project license before using the source code or any attached file for any other purposes besides replicating the study.</p> <p>&nbsp;</p>

openmit-licenseJan 2021View details →
zenodo40/100

Benchmark maps and assignments for multi-agent path finding

<p><strong>The dataset</strong></p> <p>The dataset is produced within the SafeLog project and it is used for benchmarking of multi-agent path planning algorithms. Specifically, the dataset consists of a set of 21 maps with increasing density and a set of 500 random assignments, each for a group of 100 agents for planning on each of the maps.</p> <p>All of the maps, in the form of a graph G = {V, E}, are built on&nbsp;the same set of 400 vertices V. The sets of edges Ej, where j &isin; (0; 20), in the maps then form a set ranging from a spanning tree to a mostly 4-connected graph. These maps were created by generating a complete square graph with the size of 20*20 vertices. The graph was then simplified to a spanning tree, and, finally, approximately 50 random edges from the complete graph were added 20 times, to create the set of 21 maps of density ranging from 800 to 1500 edges in the graph.&nbsp;<br> &nbsp;</p> <p><strong>Content and format</strong></p> <p>The following files are included in the dataset</p> <p><em>test_nodes.txt&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;</em>- 400 nodes of a 20*20 square map in the form &quot;id x y&quot;<br> <em>testAssignment.txt</em>&nbsp; &nbsp; &nbsp; &nbsp; - 50499 random pairs of nodes ids from test_nodes.txt<br> <em>test_edgesX.txt</em>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;- pairs of adjacent nodes ids from test_nodes.txt forming edges<br> &nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;- X = 0 - tree<br> &nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;- X = 20 - full graph<br> &nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;- created starting at a full graph and repeatedly erasing edges until a tree remains</p> <p>To illustrate the maps in&nbsp;the dataset, we provide three images (1008.png, 1190.png, and 1350.png) showing maps with 1008 (1190, 1350) edges.&nbsp;</p> <p><strong>Citation</strong></p> <p>If you use the dataset, please cite:</p> <p>[1]&nbsp;&nbsp;Hvězda, J., Rybeck&yacute;, T., Kulich, M., and Přeučil, L. (2018). <a href="https://doi.org/10.1109/ITSC.2018.8569712"><em>Context-Aware Route Planning for Automated Warehouses</em></a>. Proceedings of 2018 21st International Conference on Intelligent Transportation Systems (ITSC).</p> <p><em>@inproceedings{Hvezda18itsc,<br> &nbsp; author = {Hvězda, Jakub and Rybeck&yacute;, Tom&aacute;&scaron; and Kulich, Miroslav and Přeučil, Libor},<br> &nbsp; title = {Context-Aware Route Planning for Automated Warehouses},<br> &nbsp; booktitle = {Proceedings of 2018 21st International Conference on Intelligent Transportation Systems (ITSC)},<br> &nbsp; publisher = {IEEE Intelligent Transportation Systems Society},<br> &nbsp; address = {Maui},<br> &nbsp; year = {2018},<br> &nbsp; doi = {10.1109/ITSC.2018.8569712},<br> }</em></p> <p>&nbsp;</p> <p>[2]&nbsp;Hvězda, J., Kulich, M., and Přeučil, L. (2019). <a href="https://link.springer.com/chapter/10.1007/978-3-030-31993-9_18">On Randomized Searching for Multi-robot Coordination</a>.&nbsp;&nbsp;In: Gusikhin O., Madani K. (eds) Informatics in Control, Automation and Robotics. ICINCO 2018. Lecture Notes in Electrical Engineering, vol 613. Springer, Cham.</p> <p><em>@inbook{Hvezda19springer,<br> &nbsp;&nbsp; &nbsp;author = {Hvězda, Jakub and Kulich, Miroslav and Přeučil, Libor},<br> &nbsp;&nbsp; &nbsp;title = {On Randomized Searching for Multi-robot Coordination},<br> &nbsp;&nbsp; &nbsp;booktitle = {Informatics in Control, Automation and Robotics},<br> &nbsp;&nbsp; &nbsp;publisher = {Springer},<br> &nbsp;&nbsp; &nbsp;address = {Cham, CH},<br> &nbsp;&nbsp; &nbsp;year = {2019},<br> &nbsp;&nbsp; &nbsp;series = {Lecture Notes in Electrical Engineering},<br> &nbsp;&nbsp; &nbsp;language = {English},<br> &nbsp;&nbsp; &nbsp;url = {https://link.springer.com/chapter/10.1007/978-3-030-31993-9_18},<br> &nbsp;&nbsp; &nbsp;doi = {10.1007/978-3-030-31993-9},<br> }</em></p> <p><br> [3] Hvězda, J., Kulich, M., and Přeučil, L. (2018). <a href="http://www.scitepress.org/PublicationsDetail.aspx?ID=ppwUqsGaX18=\&amp;t=1">Improved Discrete RRT for Coordinated Multi-robot Planning</a>. Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics - (Volume 2).</p> <p><em>@inproceedings{Hvezda18icinco,<br> &nbsp; author = {Hvězda, Jakub and Kulich, Miroslav and Přeučil, Libor},<br> &nbsp; title = {Improved Discrete RRT for Coordinated Multi-robot Planning},<br> &nbsp; booktitle = {Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics - (Volume 2)},<br> &nbsp; publisher = {SciTePress},<br> &nbsp; address = {Madeira, PT},<br> &nbsp; year = {2018},<br> &nbsp; language = {English},<br> &nbsp; url = {http://www.scitepress.org/PublicationsDetail.aspx?ID=ppwUqsGaX18=\&amp;t=1},<br> &nbsp; doi = {10.5220/0006865901710179},<br> &nbsp; access = {full}<br> }</em></p> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p>

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

FIGURES 7 ­ 8. Adult head and hind coxa. 7 in Early stages of the enigmatic Prodidactis mystica (Meyrick) with comments on its new family assignment (Lepidoptera: Prodidactidae)

FIGURES 7 ­ 8. Adult head and hind coxa. 7) Laterofrontal view of cleared head (pr = proboscis (haustellum), mp = maxillary palpus, lp = labial palpus); 8) Hind coxa with saclike lobes (arrows point to lobes, st = sternum II of first abdominal segment, ap = apodeme).

opencc-zeroDec 2003View details →
zenodo40/100

FIGURES 5 - 6 in Early stages of the enigmatic Prodidactis mystica (Meyrick) with comments on its new family assignment (Lepidoptera: Prodidactidae)

FIGURES 5 - 6. Adult head and thorax of Prodidactis mystica. 5) Frontal view of head (scales removed from frons) (pr = proboscis (haustellum), mp = maxillary palpus, lp = labial palpus); 6) Dorsal view of head and prothorax.

opencc-zeroDec 2003View details →
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FIGURES 1 - 4 in Early stages of the enigmatic Prodidactis mystica (Meyrick) with comments on its new family assignment (Lepidoptera: Prodidactidae)

FIGURES 1 - 4. Adult and larva of Prodidactis mystica. 1) Spread adult moth; 2) Adult in natural resting posture; 3 - 4) Last instar larva feeding on Nuxia congesta (photographs in Figures 2 - 4 by Neville Duke).

opencc-zeroDec 2003View details →
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Ground-truthing Phylotype Assignments for Antarctic Invertebrates

<p>Release from GitHub to Zenodo after proof correction (and branch merging). See article and README.md for further dataset descriptions.</p>

openother-openApr 2017View details →
zenodo40/100

Fig. 5 in Identity Of Species Assigned To The Genus Cephalia (Diptera, Tephritoidea)

Fig. 5. Rivellia maculipennis (holotype ♂ of Cephalia maculipennis Bigot, 1886) (Platystomatidae), UMO (photos by V. Korneyev, 2006): a — specimen, with labels; b — habitus dorso-laterally.

opencc-by-4.0Dec 2022View details →
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Fig. 8 in Identity Of Species Assigned To The Genus Cephalia (Diptera, Tephritoidea)

Fig. 8. Cephalia, non-type ♂ (a) and ♀ (b–f) from Har Hermon (photos by V. Korneyev, 2012): a — habitus right; b — same, left; c — head, left; d — thorax, left; e — same, dorsally; f — wing.

opencc-by-4.0Dec 2022View details →
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Fig. 2 in Identity Of Species Assigned To The Genus Cephalia (Diptera, Tephritoidea)

Fig. 2. Setellia femoralis (holotype ♂ of Cephalia femoralis Wiedemann, 1830) (Richardiidae), ZMUK (photos by V. Korneyev, 2008): a — habitus dorsally; b — labels; c — head, left; d — head, dorsally; e — thorax and abdomen, left; f — abdomen, dorsally; g — wing.

opencc-by-4.0Dec 2022View details →
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Fig. 1 in Identity Of Species Assigned To The Genus Cephalia (Diptera, Tephritoidea)

Fig. 1. Setellia fascipennis (holotype ♂ of Cephalia fascipennis Wiedemann, 1830) (Richardiidae), ZMUK (photos by V. Korneyev, 2008): a — habitus dorsally; b — labels; c — head and thorax, left; d — same, dorsally; e — abdomen, dorsally; f — wing; g — abdomen, mid and hind legs, left.

opencc-by-4.0Dec 2022View details →
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Fig. 4 in Identity Of Species Assigned To The Genus Cephalia (Diptera, Tephritoidea)

Fig. 4. Acrosticta fulvicornis (holotype ♀ of Cephalia fulvicornis Bigot, 1886) (Ulidiidae), UMO (photos by V. Korneyev, 2006): a — specimen, with labels; b — habitus dorso-laterally; c — head, dorsally; d — same, left.

opencc-by-4.0Dec 2022View details →
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Fig. 7 in Identity Of Species Assigned To The Genus Cephalia (Diptera, Tephritoidea)

Fig. 7. Cephalia rufipes (possible holotype ♀ of Cephalia nigripes Meigen, 1826) (Ulidiidae), MNHNP (photos by V. Korneyev, 2005): a — habitus dorsally and labels; b — same, postero-dorsally.

opencc-by-4.0Dec 2022View details →
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Fig. 3 in Identity Of Species Assigned To The Genus Cephalia (Diptera, Tephritoidea)

Fig. 3. Herina flavoscutellata (holotype ♀ of Cephalia flavoscutellata Becker, 1900) (Ulidiidae), ZMH http:// id.luomus.fi/GV.8191 (photos by P. Malinen, 2022, CC BY 4.0, partly modified): a — habitus dorsally; b — same, left; c — labels; d — head, left; d — arista; f — wing.

opencc-by-4.0Dec 2022View 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