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.

8,038

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

8,038 results for “Validity”

Learn how ShareScore rates datasets ↗
zenodo28/100

Figure 3 in Pnigalio agraules (Walker) and Pnigalio mediterraneus Ferrière and Delucchi (Hymenoptera: Eulophidae): two closely related valid species

Figure 3. Eggs laid by females of Pnigalio mediterraneus (left) and Pnigalio agraules (right).

opennotspecifiedSep 2009View details →
zenodo28/100

FIGURE 1 in Re-validation and re-description of an endemic and threatened species, Aphanius pluristriatus (Jenkins, 1910) (Teleostei, Cyprinodontidae), from southern Iran

FIGURE 1. Drainage systems and type localities of Aphanius species in south and central Iran.

opennotspecifiedFeb 2012View details →
zenodo28/100

FIGURE 5 in Confirmation of Aedes koreicus (Diptera: Culicidae) in Belgium and description of morphological differences between Korean and Belgian specimens validated by molecular identification

FIGURE 5. SEM photo of the saddle and siphon of Aedes koreicus.

opennotspecifiedFeb 2012View details →
zenodo28/100

FIGURE 6 in Confirmation of Aedes koreicus (Diptera: Culicidae) in Belgium and description of morphological differences between Korean and Belgian specimens validated by molecular identification

FIGURE 6. SEM photo of an egg of Aedes koreicus.

opennotspecifiedFeb 2012View details →
zenodo28/100

FIGURE 5 in The rediscovery of Oplurus bibronii Guichenot, 1848 a valid species of the liolaemid genus Phymaturus (Iguania: Liolaemidae)

FIGURE 5. Dorsal view in life of Phymaturus bibronii male (SSUC Re 0432).

opennotspecifiedMay 2013View details →
zenodo28/100

FIGURE 1 in The rediscovery of Oplurus bibronii Guichenot, 1848 a valid species of the liolaemid genus Phymaturus (Iguania: Liolaemidae)

FIGURE 1. Illustration of Oplurus bibronii according to Gay (1854).

opennotspecifiedMay 2013View details →
zenodo28/100

Figures 3–4 in Validation of Chrysina valentini Zubov and Ivshin, 2019 (Coleoptera: Scarabaeidae: Rutelinae) by morphometric and cuticular reflectance analyses

Figures 3–4. Dorsal habitus of male Chrysina spp. photographed together in direct sunlight. 3) C. valentini. 4) C. optima.

opencc-by-4.0Nov 2020View details →
zenodo28/100

Figure 1 in Delineating the fishes of the Clinus superciliosus species complex in southern African waters (Blennioidei: Clinidae: Clinini), with the validation of Clinus arborescens Gilchrist & Thompson, 1908 and Clinus ornatus Gilchrist & Thompson, 1908, and with descriptions of two new species

Figure 1. Distribution of the six species of the Clinus superciliosus complex.

opennotspecifiedNov 2012View details →
dryad28/100

Data from: Identification and validation of a novel immune-related signature associated with macrophages and CD8 T cell infiltration predicting overall survival for hepatocellular carcinoma

<p><b>Background:</b> Although the effects of macrophages and CD8 T cell infiltration on clinical outcomes have been widely reported, the association between immunity-associated gene with them for hepatocellular carcinoma (HCC) remains unclear.</p> <p><b>Materials and methods: </b>The ssGSEA served for quantifying the macrophages as well as CD8 T cell infiltration in the HCC samples obtained from TCGA database. Kaplan-Meier(KM) survival assay was used to determine the associations between macrophages and CD8 T cell infiltration with OS. LASSO Cox regressive method assisted in developing an immune gene signature as well as building a risk score. The performance was evaluated by the time-dependent ROC together with the KM survival analysis. The ICGC database were adopted for external verification. CIBERSORT was applied to the correlation analysis on the immune-related signature and the immunocyte infiltration. GSEA were employed exploring the underlying molecular mechanisms.</p> <p><b>Results:</b> Increased CD8+ T cell infiltration was associated with longer OS, whereas a greater infiltration of macrophages was related to shorter OS. There were 398 differential expression genes (DEGs) between the high- and low infiltration groups with the "edgeR" package. A prognostic signature consisted of 10 immune genes was built in TCGA and examined in ICGC. The uniform cutoff (0.927) was adopted for separating sufferers into the high-risk(HR) and low-risk(LR) groups. The ROC curves revealed that the AUC data for this signature predicting 1,2,3,4 and 5 year were all above 0.7 in both TCGA and ICGC cohort and patients in the HR<sub> </sub>group exhibited evidently weaker prognostic results compared with the LR group. The HR<sub> </sub>group presented evidently greater Tregs and Macrophage M0 relative to the LR group, whereas the LR group saw the enrichment of CD8 T cells.</p> <p><b>Conclusion:</b> The immune signature associated with macrophages as well as CD8 T cell infiltration has reliable prognostic and predictive value for HCC patients.</p>

opencc-zeroSep 2021View details →
zenodo28/100

Figure 5 from: Yahara T, Hirota SK, Fuse K, Sato H, Tagane S, Suyama Y (2021) Validation of Hosta alata (Asparagaceae) as a new species and its phylogenetic affinity. PhytoKeys 181: 79-93. https://doi.org/10.3897/phytokeys.181.64245

Figure 5 Holotype of Hosta alata Hatusima ex Yahara. (Nogami s.n. KAG151816, available from https://dbs.kaum.kagoshima-u.ac.jp/musedb/s_plant/picture/KAG151816/KAG151816.jpg).

opencc-by-4.0Sep 2021View details →
zenodo28/100

Figure 6 from: Yahara T, Hirota SK, Fuse K, Sato H, Tagane S, Suyama Y (2021) Validation of Hosta alata (Asparagaceae) as a new species and its phylogenetic affinity. PhytoKeys 181: 79-93. https://doi.org/10.3897/phytokeys.181.64245

Figure 6 Depiction of Hosta alata Hatusima ex Yahara in its natural habitat in Mt. Karasu-dake, Oita Pref., Japan. A leaves with winged petioles B flowering plant C front view of a flower. Scale bars: 2 cm (A); 10 cm (B); 1 cm (C). Photographs taken by K. Fuse on September 24, 2020.

opencc-by-4.0Sep 2021View details →
zenodo28/100

Figure 4 from: Yahara T, Hirota SK, Fuse K, Sato H, Tagane S, Suyama Y (2021) Validation of Hosta alata (Asparagaceae) as a new species and its phylogenetic affinity. PhytoKeys 181: 79-93. https://doi.org/10.3897/phytokeys.181.64245

Figure 4 Population genetic structure of Hosta alata and its relatives at K = 4 and 5 inferred from MIG-seq data by setting R = 0.5.

opencc-by-4.0Sep 2021View details →
zenodo28/100

Figure 1 from: Yahara T, Hirota SK, Fuse K, Sato H, Tagane S, Suyama Y (2021) Validation of Hosta alata (Asparagaceae) as a new species and its phylogenetic affinity. PhytoKeys 181: 79-93. https://doi.org/10.3897/phytokeys.181.64245

Figure 1 A molecular phylogeny of Hosta alata and its relatives reconstructed on the basis of MIG-seq data. Bootstrap values are shown on the internodes. The scale bar represents the average number of substitutions per SNP site.

opencc-by-4.0Sep 2021View details →
zenodo28/100

Figure 3 from: Yahara T, Hirota SK, Fuse K, Sato H, Tagane S, Suyama Y (2021) Validation of Hosta alata (Asparagaceae) as a new species and its phylogenetic affinity. PhytoKeys 181: 79-93. https://doi.org/10.3897/phytokeys.181.64245

Figure 3 A split network of Hosta alata and its relatives reconstructed on the basis of MIG-seq data by setting R = 0.5.

opencc-by-4.0Sep 2021View details →
zenodo28/100

Figure 2 from: Yahara T, Hirota SK, Fuse K, Sato H, Tagane S, Suyama Y (2021) Validation of Hosta alata (Asparagaceae) as a new species and its phylogenetic affinity. PhytoKeys 181: 79-93. https://doi.org/10.3897/phytokeys.181.64245

Figure 2 Three different topologies of Hosta phylogenetic trees reconstructed on the basis of MIG-seq conducted using different settings for the proportion of missing loci, R A the topology when R = 10 or 30 B the topology when R = 50 C the topology when R = 80. Bootstrap values are shown on the internodes.

opencc-by-4.0Sep 2021View details →
zenodo28/100

FIGURE 24 in On the taxonomic validity of Indian ground spiders: V. Genera Megamyrmaekion Reuss, 1834, Sosticus Chamberlin, 1922 and Gaviphosa gen. nov. (Araneae: Gnaphosidae)

FIGURE 24. Collecting locality of Gaviphosa kera gen. et sp. nov..

opennotspecifiedSep 2021View details →
zenodo28/100

Figures 52-57 from: Burke A (2013) Six new species of Cymatodera from Mexico and Central America and the retention of Cymatodera obliquefasciata as a valid name (Cleridae, Tillinae). ZooKeys 299: 49-75. https://doi.org/10.3897/zookeys.299.4359

Figures 52-57 - Male genitalia of: 52 Cymatodera rosalinae 53 Cymatodera capax 54 Cymatodera sinuosa 55 Cymatodera vittata 56 Cymatodera rubida 57 Cymatodera limatula. Scale bars = 500 µ.

opencc-by-4.0May 2013View details →
zenodo28/100

Figures 38-51 from: Burke A (2013) Six new species of Cymatodera from Mexico and Central America and the retention of Cymatodera obliquefasciata as a valid name (Cleridae, Tillinae). ZooKeys 299: 49-75. https://doi.org/10.3897/zookeys.299.4359

Figures 38-51 - Terminalia in dorsal view of: 38 Cymatodera rosalinae (male) 39 Cymatodera capax (male) 40 Cymatodera sinuosa (male) 41 Cymatodera vittata (male) 42 Cymatodera rubida (male) 43 Cymatodera obliquefasciata (male) 44 Cymatodera oaxacae (male) 45 Cymatodera rosalinae (female) 46 Cymatodera capax (female) 47 Cymatodera sinuosa (female) 48 Cymatodera vittata (female) 49 Cymatodera rubida (female) 50 Cymatodera obliquefasciata (female) 51 Bogcia oaxacae (female).

opencc-by-4.0May 2013View details →
zenodo28/100

Figures 18-21 from: Burke A (2013) Six new species of Cymatodera from Mexico and Central America and the retention of Cymatodera obliquefasciata as a valid name (Cleridae, Tillinae). ZooKeys 299: 49-75. https://doi.org/10.3897/zookeys.299.4359

Figures 18-21 - Antennae and head in lateral view of: 18 Cymatodera longicornis (male) 19 Cymatodera antennata (male) 20 Cymatodera rosalinae 21 Cymatodera sinuosa.

opencc-by-4.0May 2013View details →
zenodo28/100

Figures 9-17 from: Burke A (2013) Six new species of Cymatodera from Mexico and Central America and the retention of Cymatodera obliquefasciata as a valid name (Cleridae, Tillinae). ZooKeys 299: 49-75. https://doi.org/10.3897/zookeys.299.4359

Figures 9-17 - Antennae of: 9 Cymatodera rosalinae (male) 10 Cymatodera rosalinae (female) 11 Cymatodera capax (male) 12 Cymatodera sinuosa (male) 13 Cymatodera vittata (male) 14 Cymatodera rubida (male) 15 Cymatodera limatula (male) 16 Cymatodera obliquefasciata (male) 17 Bogcia oaxacae (male).

opencc-by-4.0May 2013View 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.