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 “validation.”
FIGURE 10 in The reinstatement and rediagnosis of the madagascan genus Rhodocodon (Asparagaceae, Scilloideae), with validation and remarks on H. Perrier's taxa
FIGURE 10. Holotype of Rhodocodon cyathiformis H.Perrier ex Knirsch, Mart.-Azorín & Wetschnig: Perrier 516 (P 00573463!).
FIGURE 6 in The reinstatement and rediagnosis of the madagascan genus Rhodocodon (Asparagaceae, Scilloideae), with validation and remarks on H. Perrier's taxa
FIGURE 6. Holotype of Rhodocodon campanulatus Knirsch, Mart.-Azorín & Wetschnig: Perrier 10947 (P 01848487!).
FIGURE 5 in The reinstatement and rediagnosis of the madagascan genus Rhodocodon (Asparagaceae, Scilloideae), with validation and remarks on H. Perrier's taxa
FIGURE 5. Flower morphology of Rhodocodon calcicola Knirsch, Mart.-Azorín & Wetschnig corresponding to the holotype (GZU 000322310!). Lateral view (left), dissection in lateral view (center) and apical view (right). Scale bar 1 mm.
FIGURE 4 in The reinstatement and rediagnosis of the madagascan genus Rhodocodon (Asparagaceae, Scilloideae), with validation and remarks on H. Perrier's taxa
FIGURE 4. Holotype of Rhodocodon calcicola Knirsch, Mart.-Azorín & Wetschnig: Knirsch, Sieder & Andriantiana 6293 (GZU 000322310!).
FIGURE 3 in The reinstatement and rediagnosis of the madagascan genus Rhodocodon (Asparagaceae, Scilloideae), with validation and remarks on H. Perrier's taxa
FIGURE 3. Holotype of Rhodocodon apiculatus H.Perrier ex Knirsch, Mart.-Azorín & Wetschnig: Perrier 16821 (P 00573458!).
FIGURE 21 in The reinstatement and rediagnosis of the madagascan genus Rhodocodon (Asparagaceae, Scilloideae), with validation and remarks on H. Perrier's taxa
FIGURE 21. Holotype of Rhodocodon monophyllus Knirsch, Mart.-Azorín & Wetschnig: Perrier 990 (P 02160895!).
FIGURE 20 in The reinstatement and rediagnosis of the madagascan genus Rhodocodon (Asparagaceae, Scilloideae), with validation and remarks on H. Perrier's taxa
FIGURE 20. Flower morphology of Rhodocodon mascarenensis (Baker) Knirsch, Mart.-Azorín & Wetschnig (corresponding to WW 3431!). Lateral view (left), dissection in lateral view (center) and apical view (right). Scale bar 1 mm.
FIGURE 7 in The reinstatement and rediagnosis of the madagascan genus Rhodocodon (Asparagaceae, Scilloideae), with validation and remarks on H. Perrier's taxa
FIGURE 7. Flower morphology of Rhodocodon campanulatus Knirsch, Mart.-Azorín & Wetschnig (corresponding to WW 2446!). Lateral view (left), dissection in lateral view (center) and apical view (right). Scale bar 1 mm.
FIGURE 1 in The reinstatement and rediagnosis of the madagascan genus Rhodocodon (Asparagaceae, Scilloideae), with validation and remarks on H. Perrier's taxa
FIGURE 1. Rhodocodon mascarenensis (Baker) Knirsch, Mart.-Azorín & Wetschnig, taken from J. Linn. Soc., Bot. 18, t. 8. (1881), as Rhodocodon madagascariensis.
FIGURE 3 in Validation of Plagiochila fracta nomen nudum (Jungermanniopsida). East African bryophytes XXXI.
FIGURE 3. Microphotos of Plagiochila fracta sp. nov. from Geissler19691/1 (holotype, G). A: Dehiscence line of a fractured leaf. B: Apical, C: media and D: basal leaf cells. E: Perianth mouth. F: Fringes of the perianth mouth.
FIGURE 2 in Validation of Plagiochila fracta nomen nudum (Jungermanniopsida). East African bryophytes XXXI.
FIGURE 2. Microphotos of Plagiochila fracta sp. nov. from Geissler19691/1 (holotype, G). A–B: Habit, ventral view. C–F: Leaves.
FIGURE 1 in Validation of Plagiochila fracta nomen nudum (Jungermanniopsida). East African bryophytes XXXI.
FIGURE 1. Line drawings of Plagiochila fracta sp. nov. from Geissler19691/1 (holotype, G). A: Habit, dorsal and ventral view. B: Habit, ventral view, with a flagelliform branch. C: Stem of primary branch, transversal section. D: Leaf insertions, dorsal view. E: Leaf insertions, ventral view. F: Mature perianth in dry state. Scale bars in all figures are in micrometers (μm).
A multi-species benchmark for training and validating large scale mass spectrometry proteomics machine learning models
<p>This is a de novo sequencing benchmark dataset derived from nine<br>publicly available mass spectrometry datasets. There are two versions<br>of the benchmark: main and balanced. The balanced version randomly<br>eliminates some spectra associated with some species in order to<br>create a smaller, more evenly balanced dataset. Also provided are two<br>zip files containing the raw data as well as intermediate results.<br>Details about how the benchmark was created are provided in an<br><a href="../records/13653420">associated zenodo release</a>, which contains the source code as well as a<br>manuscript describing the benchmark.</p> <p>This release fixes a bug that incorrectly detected shared peptides <br>between different species. It also includes the annotated spectra in <br>mzSpecLib format.</p> <p> </p>
FIGURE 2. Calochortus ownbeyi and C. venustulus flower differences. A in Validation of Calochortus ownbeyi (Liliaceae), a new species from northwestern Mexico
FIGURE 2. Calochortus ownbeyi and C. venustulus flower differences. A. Calochortus ownbeyi type collection (García-Martínez et al. 274). B. Calochortus ownbeyi, coastal population (Rodríguez et al. 5935). C. Calochortus ownbeyi, inland population (Rodríguez et al. 5914). D. Calochortus venustulus habit (García-Martínez et al. 281). E. Calochortus venustulus (Rodríguez et al. 6156). F. Calochortus venustulus (Rodríguez & Castro-Castro 4567). Pictures: M.A. García-Martínez (A, D); A. Rodríguez (B, C, E, F).
FIGURE 1. Calochortus ownbeyi. A. Habit. B. Flower front view. C. Flower posterior view. D. Internal tepal. E in Validation of Calochortus ownbeyi (Liliaceae), a new species from northwestern Mexico
FIGURE 1. Calochortus ownbeyi. A. Habit. B. Flower front view. C. Flower posterior view. D. Internal tepal. E. External tepal. Illustrated by C. Rodríguez based on type material (García-Martínez et al. 274).
FIGURE 2 in Validation of Impatiens trigonopteris (Balsaminaceae)
FIGURE 2. Holotype of Impatiens trigonopteris (I.H. Burkill 27760, K000694751). Reproduced with permission from the Board of Trustees, Royal Botanic Gardens, Kew.
FIGURE 1 in Validation of Impatiens trigonopteris (Balsaminaceae)
FIGURE 1. Impatiens trigonopteris: A. Habit. B. Lateral view of flower. C. Bract. D. Lateral sepal. E. Lower sepal. F. Dorsal petal. G. Lateral united petal. H. Stamen. I. Immature capsule [Illustration drawn from I.H. Burkill 27760, by D.K. Sah].
FIGURE 2 in Validation of Cathaya vanderburghii (Pinaceae) from European Neogene
FIGURE 2. Cathaya vanderburghii Winterscheid & Gossmann, Lower Rhine Basin (North Rhine-Westphalia, Germany), early Pliocene. A–E. Ovuliferous scale from adaxal (left) and abaxial (right) view, in C–E with seeds in situ in adaxal view [UTR12003–7, 8, 9, 10, 11]. F–I. Ovuliferous and bract scales. G. Abaxal view on ovoliferous scale from F [UTR12003–6, 45]. K–L. Two seeds from abaxial (left) and adaxial (right) view [UTR12003–12]. Scale bars. A–F, H–I = 4 mm; G, K–L = 2 mm.
FIGURE 1 in Validation of Cathaya vanderburghii (Pinaceae) from European Neogene
FIGURE 1. Cathaya vanderburghii Winterscheid & Gossmann, Lower Rhine Basin (North Rhine-Westphalia, Germany), early Pliocene. A–D. Seed cones as seen from both sides. A. Holotype [UTR12003–1], B–D. Paratypes. B. [UTR12003–2], C. [UTR12003–3], D. [UTR12003–4]. Scale bars. A–D = 5 mm.
FIGURE 7 in Validating the systematic placement of Eriosynaphe in the genus Ferula (Apiaceae: Scandiceae: Ferulinae) linked with the description of Ferula mikraskythiana sp. nov. from Romania
FIGURE 7. Mericarps of F. mikraskythiana. a, commissural view showing its tomentose property. b, commissural view showing the two characteristic ventral furrows. c, dorsal view (scale bar: 1 mm) (photo by L. P. Kolcsár).
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.