Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
200
datasets available to search
ShareScore release 0.9.0
Dataset results
200 results for “research integrity”
Figure 6 from: Penev L, Koureas D, Groom Q, Lanfear J, Agosti D, Casino A, Miller J, Arvanitidis C, Cochrane G, Hobern D, Banki O, Addink W, Kõljalg U, Copas K, Mergen P, Güntsch A, Benichou L, Benito Gonzalez Lopez J, Ruch P, Martin CS, Barov B, Demirova I, Hristova K (2022) Biodiversity Community Integrated Knowledge Library (BiCIKL). Research Ideas and Outcomes 8: e81136. https://doi.org/10.3897/rio.8.e81136
Figure 6 Conceptual framework for FAIR data acquisition and delivery across RIs and through a central federated search engine (FAIR Data Place, FDP).
Figure 2 from: Penev L, Koureas D, Groom Q, Lanfear J, Agosti D, Casino A, Miller J, Arvanitidis C, Cochrane G, Hobern D, Banki O, Addink W, Kõljalg U, Copas K, Mergen P, Güntsch A, Benichou L, Benito Gonzalez Lopez J, Ruch P, Martin CS, Barov B, Demirova I, Hristova K (2022) Biodiversity Community Integrated Knowledge Library (BiCIKL). Research Ideas and Outcomes 8: e81136. https://doi.org/10.3897/rio.8.e81136
Figure 2 BiCIKL's concept on horizontal linkage across both ESFRI and other research infrastructures.
Figure 5 from: Penev L, Koureas D, Groom Q, Lanfear J, Agosti D, Casino A, Miller J, Arvanitidis C, Cochrane G, Hobern D, Banki O, Addink W, Kõljalg U, Copas K, Mergen P, Güntsch A, Benichou L, Benito Gonzalez Lopez J, Ruch P, Martin CS, Barov B, Demirova I, Hristova K (2022) Biodiversity Community Integrated Knowledge Library (BiCIKL). Research Ideas and Outcomes 8: e81136. https://doi.org/10.3897/rio.8.e81136
Figure 5 Data liberation and prospective publishing workflows bridging data from various resources into an interoperable and re-usable FAIR data pool.
Figure 7 from: Li Y, Wang Z, Chen H-Y, Luo S-X (2022) Integrated taxonomy unveils three new species of Foenobethylus (Hymenoptera, Bethylidae) from China. Journal of Hymenoptera Research 89: 89-108. https://doi.org/10.3897/jhr.89.78856
Figure 7 Foenobethylus yunkaishanensis Chen & Luo, sp. nov., male A, B, G holotype (SCAU 3048315), C–F paratype (SCAU 3042639) A head, ventral view B mesosoma, ventral view C genitalia, dorsal view D genitalia, ventral view E subgenital plate F 7th sternite G metaleg, lateral view.
Figure 6 from: Li Y, Wang Z, Chen H-Y, Luo S-X (2022) Integrated taxonomy unveils three new species of Foenobethylus (Hymenoptera, Bethylidae) from China. Journal of Hymenoptera Research 89: 89-108. https://doi.org/10.3897/jhr.89.78856
Figure 6 Foenobethylus yunkaishanensis Chen & Luo, sp. nov., male, holotype (SCAU 3048315) A lateral habitus B head, dorsal view C mesosoma, dorsal view D mesosoma, lateral view E antenna F wings.
Figure 5 from: Li Y, Wang Z, Chen H-Y, Luo S-X (2022) Integrated taxonomy unveils three new species of Foenobethylus (Hymenoptera, Bethylidae) from China. Journal of Hymenoptera Research 89: 89-108. https://doi.org/10.3897/jhr.89.78856
Figure 5 Foenobethylus xinglongensis Wang & Chen, sp. nov., male, A, F holotype (SCAU 3042798), B–E paratype (SCAU 3042638). A head and mesosoma, ventral view B subgenital plate C genitalia, dorsal view D genitalia, ventral view E 7th sternite F metaleg, lateral view.
Figure 3 from: Li Y, Wang Z, Chen H-Y, Luo S-X (2022) Integrated taxonomy unveils three new species of Foenobethylus (Hymenoptera, Bethylidae) from China. Journal of Hymenoptera Research 89: 89-108. https://doi.org/10.3897/jhr.89.78856
Figure 3 Foenobethylus robusta Li & Chen, sp. nov., male, A, B, G holotype (SCAU 3042645) C–F paratype (SCAU 3042641) A head, ventral view B mesosoma, ventral view C genitalia, dorsal view D genitalia, ventral view E subgenital plate F 7th sternite G metaleg, lateral view.
Figure 4 from: Li Y, Wang Z, Chen H-Y, Luo S-X (2022) Integrated taxonomy unveils three new species of Foenobethylus (Hymenoptera, Bethylidae) from China. Journal of Hymenoptera Research 89: 89-108. https://doi.org/10.3897/jhr.89.78856
Figure 4 Foenobethylus xinglongensis Wang & Chen, sp. nov., male, holotype (SCAU 3042798) A lateral habitus B head, dorsal view C mesosoma, dorsal view D mesosoma, lateral view E antenna F wings.
Figure 1 from: Li Y, Wang Z, Chen H-Y, Luo S-X (2022) Integrated taxonomy unveils three new species of Foenobethylus (Hymenoptera, Bethylidae) from China. Journal of Hymenoptera Research 89: 89-108. https://doi.org/10.3897/jhr.89.78856
Figure 1 Maximum likelihood tree demonstrating the clustering of Foenobethylus and related genera based on concatenated sequences (COI and 28S).
Figure 2 from: Li Y, Wang Z, Chen H-Y, Luo S-X (2022) Integrated taxonomy unveils three new species of Foenobethylus (Hymenoptera, Bethylidae) from China. Journal of Hymenoptera Research 89: 89-108. https://doi.org/10.3897/jhr.89.78856
Figure 2 Foenobethylus robusta Li & Chen, sp. nov., male, holotype (SCAU 3042645) A lateral habitus B head, dorsal view C mesosoma, dorsal view D mesosoma, lateral view E antenna F wings.
Research Integrity Assessment Tool
<p>Research Integrity Assessment Tool for randomized controlled trials included in evidence syntheses</p>
Supplementary material 1 from: Zhang B-L, Yan C-J, van Achterberg C, Peng Y-Q, Chen H-Y (2022) Integrated taxonomy unveils new species of Trigonalyidae (Insecta, Hymenoptera) from Yunnan, China. Journal of Hymenoptera Research 90: 101-128. https://doi.org/10.3897/jhr.90.80150
Table S1
Supplementary material 4 from: Zhang B-L, Yan C-J, van Achterberg C, Peng Y-Q, Chen H-Y (2022) Integrated taxonomy unveils new species of Trigonalyidae (Insecta, Hymenoptera) from Yunnan, China. Journal of Hymenoptera Research 90: 101-128. https://doi.org/10.3897/jhr.90.80150
Figures
Supplementary material 3 from: Zhang B-L, Yan C-J, van Achterberg C, Peng Y-Q, Chen H-Y (2022) Integrated taxonomy unveils new species of Trigonalyidae (Insecta, Hymenoptera) from Yunnan, China. Journal of Hymenoptera Research 90: 101-128. https://doi.org/10.3897/jhr.90.80150
Table S3
Supplementary material 2 from: Zhang B-L, Yan C-J, van Achterberg C, Peng Y-Q, Chen H-Y (2022) Integrated taxonomy unveils new species of Trigonalyidae (Insecta, Hymenoptera) from Yunnan, China. Journal of Hymenoptera Research 90: 101-128. https://doi.org/10.3897/jhr.90.80150
Table S2
Supplementary material 1 from: Rudoy A, Zhu C-D, Ferrari RR, Zhang Y-Z (2022) Integrative taxonomy based on morphometric and molecular data supports recognition of the three cryptic species within the Encyrtus sasakii complex (Hymenoptera, Encyrtidae). Journal of Hymenoptera Research 90: 129-152. https://doi.org/10.3897/jhr.90.75807
Tables and figures
Figure 1 from: Versieux LM, Dávila N, Delgado GC, de Sousa VF, de Moura EO, Filgueiras T, Alves MV, Carvalho E, Piotto D, Forzza RC, Calvente A, Jardim JG (2017) Integrative research identifies 71 new plant species records in the state of Rio Grande do Norte (Brazil) and enhances a small herbarium collection during a funding shortage. PhytoKeys 86: 43-74. https://doi.org/10.3897/phytokeys.86.13775
Figure 1 - Map of Rio Grande do Norte state and municipalities, phytogeographical domains (Atlantic Rainforest and Caatinga), conglomerates points and new botanical records.
Figure 6 from: Toro R, Bakker R, Delzescaux T, Evans A, Tiesinga P (2018) FIIND: Ferret Interactive Integrated Neurodevelopment Atlas. Research Ideas and Outcomes 4: e25312. https://doi.org/10.3897/rio.4.e25312
Figure 6 Gantt Chart showing the 3 Work Packages, its Tasks (blue bars) and Milestones (red diamonds).
Figure 3 from: Toro R, Bakker R, Delzescaux T, Evans A, Tiesinga P (2018) FIIND: Ferret Interactive Integrated Neurodevelopment Atlas. Research Ideas and Outcomes 4: e25312. https://doi.org/10.3897/rio.4.e25312
Figure 3 Collaborative online brain segmentation. Example from Brain Catalogue. The interface allows users to interact in real time to segment MRI data (here, segmentation of the neocortex). Users see each other working, and can discuss via chat.
Figure 2 from: Toro R, Bakker R, Delzescaux T, Evans A, Tiesinga P (2018) FIIND: Ferret Interactive Integrated Neurodevelopment Atlas. Research Ideas and Outcomes 4: e25312. https://doi.org/10.3897/rio.4.e25312
Figure 2 Ferret MRI project. Example web page for an adult ferret brain, out of 24 specimens made available. Each page has an interactive stereotaxic viewer and 3D surface reconstruction.
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.