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.
8,038
datasets available to search
ShareScore release 0.9.0
Dataset results
8,038 results for “Validity”
Molecules used in the validation and testing of MoleQCage
Open the record for dataset details and reuse information.
Dataset accompanying: "Applying and Validating Coulomb Rate-and-State Seismicity Models in Acoustic Emission Experiments")
<p>Dataset accompanying: "Applying and Validating Coulomb Rate-and-State Seismicity Models in Acoustic Emission Experiments" by Heimisson, Naderloon, Chandra and Barnhoorn.</p> <p>Please reference the following publication if the data is used:<br><br>Heimisson, E.R., Naderloo, M., Chandra, D. and Barnhoorn, A., 2024. Applying and validating Coulomb rate-and-state seismicity models in acoustic emission experiments. <em>Tectonophysics</em>, p.230574. <a title="Persistent link using digital object identifier" href="https://doi.org/10.1016/j.tecto.2024.230574" target="_blank" rel="noreferrer noopener"><span><span>https://doi.org/10.1016/j.tecto.2024.230574 </span></span></a></p>
Divide and Remaster v3: Multilingual Validation & Test Set
<p>Divide and Remaster v3 is a multilingual rework of the Divide and Remaster v2 dataset by Pétermann et al.</p> <p>This repository contains the <strong>metadata, validation set audio, and test set audio of the</strong> <strong>multilingual variant </strong>of DnR v3.</p> <p>The major changes from DnR v2 are as follows:</p> <ul> <li>the dialogue stem now contains content from more than 30 languages across various language families;</li> <li>speech, vocals, and/or vocalizations have been removed from the music and effects stems;</li> <li>loudness and timing parametrization have been adjusted to approximate the distributions of real cinematic content;</li> <li>the mastering process now preserves relative loudness between stems and approximates standard industry practices.</li> </ul> <p>See the linked GitHub repository for more details.</p>
Divide and Remaster v3: French Validation & Test Set
<p>Divide and Remaster v3 is a multilingual rework of the Divide and Remaster v2 dataset by Pétermann et al.</p> <p>This repository contains the <strong>metadata, validation set audio, and test set audio of the</strong> <strong>French variant </strong>of DnR v3.</p> <p>The major changes from DnR v2 are as follows:</p> <ul> <li>the dialogue stem now contains content from more than 30 languages across various language families;</li> <li>speech, vocals, and/or vocalizations have been removed from the music and effects stems;</li> <li>loudness and timing parametrization have been adjusted to approximate the distributions of real cinematic content;</li> <li>the mastering process now preserves relative loudness between stems and approximates standard industry practices.</li> </ul> <p>See the linked GitHub repository for more details.</p>
Divide and Remaster v3: Faroese Validation & Test Set
<p>Divide and Remaster v3 is a multilingual rework of the Divide and Remaster v2 dataset by Pétermann et al.</p> <p>This repository contains the <strong>metadata, validation set audio, and test set audio of the</strong> <strong>Faroese variant </strong>of DnR v3.</p> <p>The major changes from DnR v2 are as follows:</p> <ul> <li>the dialogue stem now contains content from more than 30 languages across various language families;</li> <li>speech, vocals, and/or vocalizations have been removed from the music and effects stems;</li> <li>loudness and timing parametrization have been adjusted to approximate the distributions of real cinematic content;</li> <li>the mastering process now preserves relative loudness between stems and approximates standard industry practices.</li> </ul> <p>See the linked GitHub repository for more details.</p>
Figure 1 in Validation of Wind Speed Calculated on Satellite Altimetry Data by Measurements on Weather Stations Located Along the White Sea Coast
Figure 1. Maps of the White Sea. Dashed lines show boundaries of the sea and their internal parts (Lebedev et al., 2011).
Raw data used in Akshay Madhav Deshmukh and Ricardo Chalmeta 2025 DEVELOPMENT AND VALIDATION OF A USER EXPERIENCE EVALUATION QUESTIONNAIRE FOR VOICE USER INTERFACES
Open the record for dataset details and reuse information.
Figs 40-41 in Notes on Graptodytes SEIDLITZ, 1887, re-instatement of G. laeticulus (SHARP, 1882) as valid species and description of Tassilodytes nov.gen. from Algeria (Coleoptera, Dytiscidae, Hydroporinae, Siettitiina)
Figs 40-41: Tassilodytes parisii (GRIDELLI, 1939), holotype (40) gonocoxosterna; (41) gonocoxae (scale bar 0.4 mm).
Figs 33-36 in Notes on Graptodytes SEIDLITZ, 1887, re-instatement of G. laeticulus (SHARP, 1882) as valid species and description of Tassilodytes nov.gen. from Algeria (Coleoptera, Dytiscidae, Hydroporinae, Siettitiina)
Figs 33-36: Tassilodytes parisii (GRIDELLI, 1939), holotype (33) ventral side of head; arrows pointing to cavity of left antenna and crease behind left eye; (34) idem, arrows pointing to wrinkles between right eye and mouthparts and crease behind right eye; (35) left metaepisternum and left epipleuron; (36) metacoxal processes.
Figs 25-27 in Notes on Graptodytes SEIDLITZ, 1887, re-instatement of G. laeticulus (SHARP, 1882) as valid species and description of Tassilodytes nov.gen. from Algeria (Coleoptera, Dytiscidae, Hydroporinae, Siettitiina)
Figs 25-27: Graptodytes kuchtae (BREIT, 1908) (25) lectotype, habitus (scale bar 2.0 mm); (26) lectotype labels; (27) labels of one of other two specimen in ZSM.
Figs 15-24 in Notes on Graptodytes SEIDLITZ, 1887, re-instatement of G. laeticulus (SHARP, 1882) as valid species and description of Tassilodytes nov.gen. from Algeria (Coleoptera, Dytiscidae, Hydroporinae, Siettitiina)
Figs 15-24: Figs 15-16, 19-21. Aedeagus of Graptodytes laeticulus (SHARP, 1882) (15) median lobe in lateral view; (16) same in ventral view; (19) left paramere, outer surface; arrow pointing to row of teeth and direction of frontal view; (20) same, inner surface; (21) same, frontal view; arrow pointing to lobe being turned up to inner surface. Figs 17- 18, 22-24. Aedeagus of G. varius (AUBÉ, 1838); text same as under G. laeticulus (scale bar 0.3 mm).
Figs 7-11 in Notes on Graptodytes SEIDLITZ, 1887, re-instatement of G. laeticulus (SHARP, 1882) as valid species and description of Tassilodytes nov.gen. from Algeria (Coleoptera, Dytiscidae, Hydroporinae, Siettitiina)
Figs 7-11: Male tarsomeres and claws of (7) Graptodytes laeticulus (SHARP, 1882) (photo); (8) same (drawing); (9) same, mid-leg; (10) G. varius (AUBÉ, 1838) fore-leg; (11) same, mid-leg.
Figs 3-6 in Notes on Graptodytes SEIDLITZ, 1887, re-instatement of G. laeticulus (SHARP, 1882) as valid species and description of Tassilodytes nov.gen. from Algeria (Coleoptera, Dytiscidae, Hydroporinae, Siettitiina)
Figs 3-6: Habitus of (3) Graptodytes laeticulus (SHARP, 1882), male from Aïn Damous, Algeria; (4) G. laeticulus, female from same locality; (5) G. varius (AUBÉ, 1838), male from Riunogues, southern France; (6) G. varius var. pauper (O. SCHMIDT, 1903), male from Zonza, Corsica, France (scale bar 2.0 mm).
MPAS-Seaice validation
<p>MPAS-Seaice validation datasets</p>
Figure 3 from: Evangelista-Vargas OD, Silveira LF (2018) Morphological evidence for the taxonomic status of the Bridge's Guan, Penelope bridgesi, with comments on the validity of P. obscura bronzina (Aves: Cracidae). Zoologia 35: 1-10. https://doi.org/10.3897/zoologia.35.e12993
Figure 3 CVA Plot of geographic groups according to morphometric measurements. Black circles: Parana Forest (group 1); Plus: Atlantic Forest 1 (group 2); White squares: Atlantic Forest 2 (group 3); Black squares: Atlantic Forest 3 (group 4); Exes: Araucaria Forest 1 (group 5); White circles: Araucaria Forest 2 (group 6); White diamonds: Pampa (group 7); Inverted black triangles: Chaco (group 8); White triangle: Yungas (group 9).
Figure 4 from: Evangelista-Vargas OD, Silveira LF (2018) Morphological evidence for the taxonomic status of the Bridge's Guan, Penelope bridgesi, with comments on the validity of P. obscura bronzina (Aves: Cracidae). Zoologia 35: 1-10. https://doi.org/10.3897/zoologia.35.e12993
Figure 4 From top to bottom, dorsal view of P. o. bronzina (MZUSP 49384, São Paulo, southeastern BR), P. o. obscura (MACN 48384, Corrientes, northeastern ARG), and P. o. bridgesi (MACN 8148a, Tucumán, northern ARG). Scale bars: 10.0 cm.
Figure 5 from: Evangelista-Vargas OD, Silveira LF (2018) Morphological evidence for the taxonomic status of the Bridge's Guan, Penelope bridgesi, with comments on the validity of P. obscura bronzina (Aves: Cracidae). Zoologia 35: 1-10. https://doi.org/10.3897/zoologia.35.e12993
Figure 5 From top to bottom: lateral view of P. o. bronzina (MZUSP 49384, São Paulo, southeastern BR), P. o. obscura (MACN 48384, Corrientes, northeastern ARG), and P. o. bridgesi (MACN 8148a, Tucumán, northern ARG). Scale bars: 10.0 cm.
Figure 1 from: Evangelista-Vargas OD, Silveira LF (2018) Morphological evidence for the taxonomic status of the Bridge's Guan, Penelope bridgesi, with comments on the validity of P. obscura bronzina (Aves: Cracidae). Zoologia 35: 1-10. https://doi.org/10.3897/zoologia.35.e12993
Figure 1 Distribution of Penelope obscura. Black squares: specimens analyzed personally; Black triangles: specimens analyzed by photographs; White circles: living individuals (photos).
Figure 2 from: Evangelista-Vargas OD, Silveira LF (2018) Morphological evidence for the taxonomic status of the Bridge's Guan, Penelope bridgesi, with comments on the validity of P. obscura bronzina (Aves: Cracidae). Zoologia 35: 1-10. https://doi.org/10.3897/zoologia.35.e12993
Figure 2 Geographic groups of Penelope obscura separated by biogeographic provinces: Parana forest (1), Atlantic Forest (2,3,4), Araucaria Forest (5,6), Pampa (7), Chaco (8) and Yungas (9).
Supplementary material 1 from: Renan I, Assmann T, Freidberg A (2018) Taxonomic revision of the Graphipterus serrator (Forskål) group (Coleoptera, Carabidae): an increase from five to 15 valid species. ZooKeys 753: 23-82. https://doi.org/10.3897/zookeys.753.22366
Material examined :
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.