Skip to main content
Powered by ShareScore

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.

12,393

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

12,393 results for “materiality”

Learn how ShareScore rates datasets ↗
zenodo32/100

Supplemental materials for RICHEN

<p>Supplemental materials for RICHEN, including the tool and data.</p> <p>Check README for more details.</p>

opencc-by-4.0Aug 2022View details →
zenodo32/100

Supplementary Material: Fire trapped in ice - An introduction to biomass burning records from high-alpine and polar ice cores

<p>Compilation of fire records in ice cores: supplementary material to &ldquo;Fire trapped in ice - An introduction to biomass burning records from high-alpine and polar ice cores.&rdquo; This document includes a table of selected paleofire records from ice cores by region with indication of measured proxies and time span.</p>

opencc-by-4.0Aug 2022View details →
zenodo32/100

FIGURE. Cladosporium aulonemiae (VIC 44413, holotype). A–D. Colonies on A. Potato dextrose agar; B. Malt extract agar; C. Oatmeal agar; D. Synthetic nutrient-poor agar, after 14 days at 25 ºC, under near-ultraviolet light, respectively. E–G. Macronematous conidiophores and numerous conidia; H–I. Formation of loci in close succession; I. Spread polysaccharide-like material; J. Micronematous conidiophores; K. Ramoconidia and conidia; L. Microcyclic conidiogenesis; M. Stromatic hyphal aggregation. Scale bars: E–M = 20 µM. in Six new species of Cladosporium associated with decayed leaves of native bamboo (Bambusoideae) in a fragment of Brazilian Atlantic Forest

FIGURE. Cladosporium aulonemiae (VIC 44413, holotype). A–D. Colonies on A. Potato dextrose agar; B. Malt extract agar; C. Oatmeal agar; D. Synthetic nutrient-poor agar, after 14 days at 25 ºC, under near-ultraviolet light, respectively. E–G. Macronematous conidiophores and numerous conidia; H–I. Formation of loci in close succession; I. Spread polysaccharide-like material; J. Micronematous conidiophores; K. Ramoconidia and conidia; L. Microcyclic conidiogenesis; M. Stromatic hyphal aggregation. Scale bars: E–M = 20 µM.

opennotspecifiedAug 2022View details →
zenodo32/100

FIGURE 1 in Re-discovery of the type material of Leptoseris fragilis (Cnidaria, Anthozoa Scleractinia) from the upper mesophotic in La Réunion, a taxonomic puzzle

FIGURE 1. The Leptoseris fragilis type material puzzle; a Plate 29 (partim) by Rousseau (1854) in which the largest specimen was appended as 1 (dashed grey line), while drawings of smaller specimens and radial elements (r.e.) details by 1a-e and 1f-h, respectively. The original codes were re-drawn with larger font size for readability. Additionally, the multiple coralla on 1 (di) are here appended as 1i-l (in bold); b MNHN468 (later re-catalogued as MNHN-IK-2010-494), 1 in a; c MNHN470, four Cycloseris wellsi specimens bearing the tags of the L. fragilis holotype by multiple hands, including Chevalier's (J.P.C.). The smaller are juveniles and correspond to the 1b, 1d-e in a, the largest, absent from b, has the typical species morphology (inset, see Benzoni et al., 2016: Fig. 6); d specimen 1 in a and b. The biogenic block is substrate for three Leptoseris (1i-j, l) and one antipatharian (1k); e specimen 1l; f detail of 1l; g detail of 1l; h specimen 1i; i specimens 1j (left) and 1l (right). Grey arrows point to central protocorallite (red *) and secondary corallites (turquoise *); dashed blue rectangles (larger side is 10mm) show the corallum surface where r.e. counts were performed. Pictures b-h, by F. Benzoni (2010), i, © A. Andouche/MNHN (2014).

opennotspecifiedAug 2022View details →
zenodo32/100

Supplementary materials of the paper entitled: "Generating Natural Language Requirements via Adversarial Examples in Deep Learning"

<p>Supplementary materials of the paper entitled: &quot;Generating Natural Language Requirements via Adversarial Examples in Deep Learning&quot;</p> <p>File A: Datasets (.txt)</p> <p>&nbsp;&nbsp; &nbsp;A1: Webex</p> <p>&nbsp;&nbsp; &nbsp;A2: Zoom</p> <p>&nbsp;&nbsp; &nbsp;A3: Teams</p> <p>&nbsp;&nbsp; &nbsp;A4: Word</p> <p>&nbsp;&nbsp; &nbsp;A5: PowerPoint</p> <p>&nbsp;&nbsp; &nbsp;A6: Excel</p> <p>&nbsp;</p> <p>File B: Python Code (Both ours and baseline)</p> <p>&nbsp;&nbsp; &nbsp;B1: adversarial_samples.ipynb</p> <p>&nbsp;&nbsp; &nbsp;B2: Baseline.ipynb</p> <p>&nbsp;</p> <p>FIle C: Result Tables (.xlsx)</p> <p>&nbsp;&nbsp; &nbsp;C1: Table of perturbed outputs in Webex&nbsp;</p> <p>&nbsp;&nbsp; &nbsp;C2: Table of perturbed outputs in Zoom</p> <p>&nbsp;&nbsp; &nbsp;C3: Table of perturbed outputs in Teams</p> <p>&nbsp;&nbsp; &nbsp;C4: Table of perturbed outputs in Word</p> <p>&nbsp;&nbsp; &nbsp;C5: Table of perturbed outputs in PowerPoint</p> <p>&nbsp;&nbsp; &nbsp;C6: Table of perturbed outputs in Excel (Excel)</p> <p>&nbsp;</p> <p>File&nbsp; D: Trend of Adversarial Shifts (Graphs)</p> <p>&nbsp;&nbsp; &nbsp;D1: Adversarial shifts of office suit (LSTM)</p> <p>&nbsp;&nbsp; &nbsp;D2: Adversarial shifts of video conferencing suit (LSTM)</p> <p>&nbsp;&nbsp; &nbsp;D3: Non-Adversarial shifts of office suit (LSTM)</p> <p>&nbsp;&nbsp; &nbsp;D4: Non-Adversarial shifts of video conferencing suit(LSTM)</p> <p>&nbsp;&nbsp; &nbsp;D5: Adversarial shifts of office suit (GRU)</p> <p>&nbsp;&nbsp; &nbsp;D6: Adversarial shifts of video conferencing suit (GRU)</p> <p>&nbsp;&nbsp; &nbsp;D7: Non-Adversarial shifts of office suit (GRU)</p> <p>&nbsp;&nbsp; &nbsp;D8: Non-Adversarial shifts of video conferencing suit(GRU)</p> <p>&nbsp;&nbsp; &nbsp;D9: Adversarial shifts of office suit (Bi-LSTM)</p> <p>&nbsp;&nbsp; &nbsp;D10: Adversarial shifts of video conferencing suit (Bi-LSTM)</p> <p>&nbsp;&nbsp; &nbsp;D11: Non-Adversarial shifts of office suit (Bi-LSTM)</p> <p>&nbsp;&nbsp; &nbsp;D12: Non-Adversarial shifts of video conferencing suit(Bi-LSTM)</p> <p>&nbsp;</p> <p>File E: Adversarial Examples (.pdf)</p> <p>&nbsp;&nbsp; &nbsp;E1: Adversarial vs original in Webex</p> <p>&nbsp;&nbsp; &nbsp;E2: Adversarial vs original in Zoom</p> <p>&nbsp;&nbsp; &nbsp;E3: Adversarial vs original in Teams</p> <p>&nbsp;&nbsp; &nbsp;E4: Adversarial vs original in Word</p> <p>&nbsp;&nbsp; &nbsp;E5: Adversarial vs original in PowerPoint</p> <p>&nbsp;&nbsp; &nbsp;E6: Adversarial vs original in Excel</p> <p>&nbsp;</p> <p>File F: Questionnaire</p> <p>&nbsp;</p>

opencc-by-4.0Aug 2022View details →
zenodo32/100

JCEM Supplemental Materials

<p>Supplemental Materials for &quot;<strong>Utility of <em>In-vivo</em> Magnetic Resonance Imaging in Gestational Diabetes Mellitus during Early Pregnancy&quot;.</strong></p> <p>Includes: Supplemental Figures and Tables, Raw Data File</p>

opencc-by-4.0Aug 2022View details →
zenodo32/100

The material properties of a bacterial-derived biomolecular condensate tune biological function in natural and synthetic systems. Source data

<p>Supplementary information for manuscript titled &quot;The material properties of a bacterial-derived biomolecular condensate tune biological function in natural and synthetic systems&quot;</p>

openSep 2022View details →
zenodo32/100

Supporting Data for: Resolving high potential structural deterioration in Ni-rich layered cathode materials for lithium-ion batteries operando

<p>The following file contains supporting data for &quot;Resolving high potential structural deterioration in Ni-rich layered cathode materials for lithium-ion batteries operando&quot; manuscript.</p>

opencc-by-4.0Sep 2022View details →
zenodo32/100

FIGURES 37–40. 37–38. Eunotia luna Ehrenberg. 37 in Taxonomic revision of Eunotia luna var. aequalis f. paucistriata Frenguelli and E. luna var. aequalis f. major Frenguelli: analysis of type material, lectotypification and current taxonomic status

FIGURES 37–40. 37–38. Eunotia luna Ehrenberg. 37. Original figure by Ehrenberg (1854, pl. 15/A, fig. 58a–b). 38. Original figure by Ehrenberg (1854, pl. 33/12, fig. 15). 39–40. Eunotia luna var. aequalis Hustedt. Original figures by Hustedt in Schmidt et al. (1913, pl. 286, figs 35, 40). Scale bars = 10 µm (Figs 37–39), 5 µm (Fig. 40).

opennotspecifiedSep 2022View details →
zenodo32/100

FIGURES 16–26. Eunotia luna var aequalis Hustedt sensu Frenguelli and E. luna var. aequalis f. paucistriata Frenguelli. SEM. 16–20 in Taxonomic revision of Eunotia luna var. aequalis f. paucistriata Frenguelli and E. luna var. aequalis f. major Frenguelli: analysis of type material, lectotypification and current taxonomic status

FIGURES 16–26. Eunotia luna var aequalis Hustedt sensu Frenguelli and E. luna var. aequalis f. paucistriata Frenguelli. SEM. 16–20. Valves in external views. 16–18. General views 19. Detail of valve apex. 20. Valve slightly tilted showing the dorsal mantle with short striae. 21–25. Valves in internal view. 21–22. General views. 23. Detail of valve center showing the arrangement of striae. 24. Detail of the valve apex. 25. Detail of the striae in the valve center; note the areolae located in narrow troughs. 26. Tilted valve showing the raphe on the ventral mantle; note the different areolation pattern between the raphe and the valve margin (arrows). 16–20, 23–25. Specimens from Series 264. 21. Specimen from Series 261. 22. Specimen from Series 264. 26. Specimen from Series 268. Scale bars = 10 µm (Figs 16–18, 20–23, 26), 5 µm (Figs 19, 24), 2 µm (Fig. 25).

opennotspecifiedSep 2022View details →
zenodo32/100

FIGURES 1–15. Eunotia luna var aequalis Hustedt sensu Frenguelli and E. luna var. aequalis f. paucistriata Frenguelli. 1 in Taxonomic revision of Eunotia luna var. aequalis f. paucistriata Frenguelli and E. luna var. aequalis f. major Frenguelli: analysis of type material, lectotypification and current taxonomic status

FIGURES 1–15. Eunotia luna var aequalis Hustedt sensu Frenguelli and E. luna var. aequalis f. paucistriata Frenguelli. 1. Eunotia luna var aequalis Hustedt sensu Frenguelli. Original drawing of Frenguelli. 2. E. luna var. aequalis f. paucistriata Frenguelli. Original drawing. 3–15. LM. Size diminution series, note the variability in striae arrangement. 4, 8–9, 11. Specimens matching E. luna var. aequalis. 5, 13, 15. Specimens matching to E. luna var. aequalis f. paucistriata. 3, 6–7, 10, 12, 14. Specimens that could not be undoubtedly assigned to one of the mentioned taxa. 1–13, 15. Specimens from Series 268. 13. Lectotype of E. luna var. aequalis f. paucistriata. 14. Specimen from Series 261. Scale bars = 10 µm.

opennotspecifiedSep 2022View details →
zenodo32/100

FIGURES 27–36. Eunotia luna var. aequalis f. major Frenguelli. 27 in Taxonomic revision of Eunotia luna var. aequalis f. paucistriata Frenguelli and E. luna var. aequalis f. major Frenguelli: analysis of type material, lectotypification and current taxonomic status

FIGURES 27–36. Eunotia luna var. aequalis f. major Frenguelli. 27. Original drawing of Frenguelli. 28–33. LM. Size diminution series. 34–36. SEM. Internal views. 34. General view of a tilted valve. 35. Detail of valve center showing the arrangement of striae. 36. Detail of the valve apex showing mantle areolation pattern in external view; note the raphe on the mantle in external view. 28–29. Specimen from Series 264. 30–36. Specimens from Series 265. 32. Lectotype of E. luna var. aequalis f. major. Scale bar = 10 µm (Figs 27–34), 5 µm (Figs 35–36).

opennotspecifiedSep 2022View details →
zenodo32/100

Trajectory Analysis using Monocle3 - Galaxy Training Material

<p>Input datasets for the trajectory analysis tutorial from the case study series.<br> https://training.galaxyproject.org/training-material/topics/transcriptomics/&nbsp;</p>

opencc-by-4.0Sep 2022View details →
zenodo32/100

Supplementary material 1 from: Nethupul H, Stöhr S, Zhang H (2022) Review of Ophioplinthaca Verrill, 1899 (Echinodermata, Ophiuroidea, Ophiacanthidae), description of new species in Ophioplinthaca and Ophiophthalmus, and new records from the Northwest Pacific and the South China Sea. ZooKeys 1099: 155-202. https://doi.org/10.3897/zookeys.1099.76479

List of 36 references that use the name Ophiophthalmusas a valid ophiuroid genus name between 1971 and 2021

opencc-zeroSep 2022View details →
zenodo32/100

Supplementary material 1 from: Osváth G, Papp E, Benkő Z, Kovács Z (2022) The ornithological collection of the Zoological Museum of Babeș-Bolyai University, Cluj-Napoca, Romania – Part 1: the catalogue of bird skin specimens. ZooKeys 1102: 83-106. https://doi.org/10.3897/zookeys.1102.79102

The catalogue of bird skin specimens held by the Zoological Museum of Babeş- Bolyai University, Cluj-Napoca, Romania

opencc-zeroSep 2022View details →
zenodo32/100

Supplementary material 1 from: Martin D, Estefa J, Gil J (2022) Taxonomic review of Gallardoneris nonatoi (Ramos, 1976) comb. nov. (Annelida, Lumbrineridae), and description of a new species of Lumbrineris from the Gulf of Mexico. ZooKeys 1114: 35-57. https://doi.org/10.3897/zookeys.1114.79492

List of character measures used in the morphometric analyses. All measures are expressed in mm except the number of chaetigers and of chaetigers with composite and limbate chaetae

opencc-zeroSep 2022View details →
zenodo32/100

Supplementary material 5 from: Cumming RT, Le Tirant S (2022) Three new genera and one new species of leaf insect from Melanesia (Phasmatodea, Phylliidae). ZooKeys 1110: 151-200. https://doi.org/10.3897/zookeys.1110.80808

List of species and matrix of morphological characters for adults of outgroup phasmid and representatives from all Phylliidae genera for phylogenetic analyses

opencc-zeroSep 2022View details →
zenodo32/100

Supplementary material 2 from: Cumming RT, Le Tirant S (2022) Three new genera and one new species of leaf insect from Melanesia (Phasmatodea, Phylliidae). ZooKeys 1110: 151-200. https://doi.org/10.3897/zookeys.1110.80808

List of species/specimens included within the phylogenetic analyses of this study (molecular data portion)

opencc-zeroSep 2022View details →
zenodo32/100

Supplementary material 1 from: Bravo-Barriga D, Ruiz-Arrondo I, Peña RE, Lucientes J, Delacour-Estrella S (2022) Phlebotomine sand flies (Diptera, Psychodidae) from Spain: an updated checklist and extended distributions. ZooKeys 1106: 81-99. https://doi.org/10.3897/zookeys.1106.81432

List of bibliographic references associated with the distribution of sand flies by province in Spain

opencc-zeroSep 2022View details →
zenodo32/100

Supplementary material 3 from: Barboza GE, García CC, Bianchetti LB, Romero MV, Scaldaferro M (2022) Monograph of wild and cultivated chili peppers (Capsicum L., Solanaceae). PhytoKeys 200: 1-423. https://doi.org/10.3897/phytokeys.200.71667

Appendix 3. Comparative data on distribution, habitat, biomes and number of ecoregions inhabited by Capsicum taxa

opencc-zeroSep 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

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.