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.

3,878

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

3,878 results for “Molecular Data”

Learn how ShareScore rates datasets ↗
zenodo32/100

FIGURE 1 in Revalidation of Yphthimoides inornata (Hayward, 1962) (Lepidoptera: Nymphalidae: Satyrinae: Satyrini: Euptychiina) based on morphological and molecular data with description of the immature stages

FIGURE 1. Holotype male of Yphthimoides inornata (Hayward, 1962) stat. rev. A. dorsal view; B. ventral view; C. labels. Images taken by Gerardo Lamas and available on Butterflies of America (Warren et al. 2017).

opennotspecifiedMar 2022View details →
dryad32/100

Molecular data of Sphagnum majus ssp. majus and ssp. norvegicum (Bryophyta: Sphagnaceae) relative to taxonomy and geography

<p><span>Species delimitation is problematic in many plant groups and among the mosses, <em>Sphagnum</em> is one of the more contentious genera because of high levels of morphological variation. The allopolyploid species, <em>Sphagnum majus</em>, comprises one such problematic complex. Two morphologically differentiated but overlapping subspecies have been described. We conducted morphometric and molecular analyses with samples from around the Northern Hemisphere to test for phenotypic and phylogenetic differentiation between the subspecies. Although field collections of the two species can be statistically differentiated morphologically, there is substantial overlap. Genome-scale molecular data do not suggest any differentiation between <em>S. majus </em>ssp<em>. majus</em> and ssp.<em> norvegicum</em>, including samples assigned to the two taxa from sympatric sites. Sequence data from the plastid genome were employed to infer parentage of allopolyploid <em>S. majus</em>. Our results support the hypothesis that <em>S. annulatum</em> is the paternal parent and <em>S. cuspidatum</em> is the maternal parent.  We conclude that the morphological differences between them are either plastic responses to habitat heterogeneity or segregating genetic variation within a single taxon. Formal taxonomic recognition of two taxa is not supported by our molecular data.</span></p>

opencc-zeroMar 2022View details →
zenodo32/100

Supporting molecular simulations data for "Vapor-assisted deposition of highly efficient, stable black-phase FAPbI3 perovskite solar cells"

<p>Supplementary data for &quot;Vapor-assisted deposition of highly efficient, stable black-phase FAPbI3 perovskite solar cells&quot;</p>

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

Supporting molecular simulations data for "A universal co-solvent dilution strategy enables facile and cost-effective fabrication of perovskite photovoltaics"

<p>Supplementary data for &quot;A universal co-solvent dilution strategy enables facile and cost-effective fabrication of perovskite photovoltaics&quot;</p>

opencc-by-4.0Nov 2021View details →
dryad32/100

Data for: Morphological and molecular characterization of variation in common bean (Phaseolus vulgaris L.) germplasm from Azad Jammu and Kashmir, Pakistan

<p><em>Phaseolus vulgaris</em>, an essential food and source of protein, is cultivated across the world. This study was carried out to investigate the diversity and population structure of 34 P. vulgaris landrace accessions collected from the Azad Jammu and Kashmir (AJ&amp;K) regions of Pakistan. The samples were analyzed both morphologically and using genetic variation identified through RNA sequencing. Our results indicated that most genetic variation occurs among local accessions, with little genetic variation occurring between geographical regions. In addition, the accessions fell into two major genetic groups. Morphological analysis revealed that these two genetic groups differ in a number of quantitative traits, including seed length, seed width, and seed weight. One accession, DUD-11, appears to be a mixture of the two major groups genetically as well as morphologically. Among the other accessions, DUD-8, RWK-2, and NGD-1 depicted particularly high seed weight along with higher seed length, seed width, and seed yield per plant. We suggest focusing on these accessions in future breeding programs. More generally, our results provide baseline data that will be useful for crop improvement and effective cultivation practices in Pakistan.</p>

opencc-zeroMar 2022View details →
zenodo32/100

FIGURE 6. Lactarius kanadii. a in Lactarius indoevosmus and L. kanadii (Russulaceae), two new species from the northwestern Himalayas, India, inferred from morphology and molecular data

FIGURE 6. Lactarius kanadii. a. Basidia; b. Basidiospores; c. Marginal cells; d. Cheiloleptocystidia. e. Pileipellis; Scale bars: a, c–e = 10 μm b = 2 μm. Drawings by Priyanka Uniyal.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 5. Lactarius kanadii. a–d in Lactarius indoevosmus and L. kanadii (Russulaceae), two new species from the northwestern Himalayas, India, inferred from morphology and molecular data

FIGURE 5. Lactarius kanadii. a–d. Basidiomes in the field and basecamp; e. Gills showing latex; f. Bruising on pileus and stipe context; g. Basidia; h. Cheiloleptocystidia; i. Transverse section through pileipellis; j. Basidiospores under light microscope; k–m. Basidiospores under SEM. Scale bars: a, b = 20 mm, g–k = 10 μm. l = 5 μm. m = 2 μm. Photos by Komal Verma.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 4. Lactarius indoevosmus. a in Lactarius indoevosmus and L. kanadii (Russulaceae), two new species from the northwestern Himalayas, India, inferred from morphology and molecular data

FIGURE 4. Lactarius indoevosmus. a. Basidia; b. Basidiospores; c. Cheilocystidia d. Pseudocystidia; e. Pleurocystidia; f. Paracystidia; g. Pileipellis. Scale bars: a, c–f = 10 μm, b = 2 μm. Drawings by Tahir Mehmood.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 1 in Lactarius indoevosmus and L. kanadii (Russulaceae), two new species from the northwestern Himalayas, India, inferred from morphology and molecular data

FIGURE 1. Phylogram resulting from Lactarius indoevosmus ITS-rDNA sequences. Branches are labelled with bootstrap support values (&gt;50 %) obtained from the ML analysis and BPP (&gt;0.50). Sequence derived from the holotype of L. indoevosmus is shown in bold.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 10. Families Axianissidae and Upogebidae. A in Checklist of decapod crustaceans from the coast of the São Paulo state (Brazil) supported by integrative molecular and morphological data: V. Dendrobranchiata and Pleocyemata [Achelata, Astacidea, Axiidea, Caridea (Alpheoidea and Processoidea excluded), Gebiidea, Stenopodidea]

FIGURE 10. Families Axianissidae and Upogebidae. A) Axianassa australis Rodrigues &amp; Shimizu, 1992 (CCDB 5620). B) Upogebia brasiliensis Holthuis, 1956 (CCDB 5774). C) Upogebia noronhensis Fausto-Filho, 1969 (CCDB 5619). D) Upogebia omissa Gomes Correa, 1968 (CCDB 6711). E) Upogebia paraffinis Williams, 1993 (CCDB 5772). Animals from Brazil, São Paulo, São Sebastião (A), Ilha Comprida (B), Ubatuba (C, E), Cananéia (D). Sex: male (A, C, E), female (B), ovigerous female (D). Scale bars (mm): A—14; B—8, C—8, D—8; E—6. Photographs by R.C. Buranelli (A—C, E), and J.A.F Pantaleão (D).

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 9 in Checklist of decapod crustaceans from the coast of the São Paulo state (Brazil) supported by integrative molecular and morphological data: V. Dendrobranchiata and Pleocyemata [Achelata, Astacidea, Axiidea, Caridea (Alpheoidea and Processoidea excluded), Gebiidea, Stenopodidea]

FIGURE 9. Family Pandalidae. Plesionika longicauda (Rathbun, 1901) (CCDB 5809). Animal from Brazil, São Paulo, R/V Soloncy Moura Expedition, st. 8. Sex: ovigerous female. Scale bar (mm): 20. Photograph by R.C. Buranelli. Pandalus longicauda Rathbun, 1901: 117.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 8. Family Palaemonidae. A in Checklist of decapod crustaceans from the coast of the São Paulo state (Brazil) supported by integrative molecular and morphological data: V. Dendrobranchiata and Pleocyemata [Achelata, Astacidea, Axiidea, Caridea (Alpheoidea and Processoidea excluded), Gebiidea, Stenopodidea]

FIGURE 8. Family Palaemonidae. A) Cuapetes americanus (Kingsley, 1878) (CCDB 5508). B) Leander paulensis Ortmann, 1897 (CCDB 4908). C) Macrobrachium acanthurus (Wiegman, 1836) (CCDB 5925). D) Macrobrachium carcinus (Linnaeus, 1758) (CCDB 2162). E) Macrobrachium heterochirus (Wiegman, 1836) (CCDB 5090). F) Macrobrachium olfersii (Wiegmann, 1836) (CCDB 5250). G) Neopontonides brucei Fransen &amp; Almeida, 2009 (CCDB 6157). H) Palaemon northropi (Rankin, 1898) (CCDB 4909). I) Palaemon pandaliformis (Stimpson, 1817) (CCDB 5929). J) Typton distinctus Chace, 1972 (CCDB 6713). K) Typton fapespae Almeida, Anker &amp; Mantelatto, 2014 (CCDB 6712). Animals from Brazil, São Paulo, Ubatuba (A, B, E, F, H), Cananéia (C, G, I, J, K), São Sebastião (D). Sex: male (A, D, E, F, J), female (B, C, G, H, I), ovigerous female (K). Scale bars (mm): A—5; B—9, C—9; D—33; E—22; F—17; G—2; H—8, I—6, J—4, K—5. Photographs by R.C. Buranelli (A—C, E, F, H, I), and J.A.F Pantaleão (D, G, J, K).

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 7. Family Atyiidae. A in Checklist of decapod crustaceans from the coast of the São Paulo state (Brazil) supported by integrative molecular and morphological data: V. Dendrobranchiata and Pleocyemata [Achelata, Astacidea, Axiidea, Caridea (Alpheoidea and Processoidea excluded), Gebiidea, Stenopodidea]

FIGURE 7. Family Atyiidae. A) Atya gabonensis Giebel, 1875 (CCDB 5264). B) Atya scabra (Leach, 1816) (CCDB 2153). C) Potimirim brasiliana Villalobos, 1959 (CCDB 6496). D) Potimirim potimirim (Müller, 1881) (CCDB 5926). Animals from Brazil, Rio de Janeiro, São Fidelis (A); São Paulo, São Sebastião (B), Ubatuba (C), Cananéia (D). Sex: female (A), male (B, D), ovigerous female (C). Scale bars (mm): A—31; B—24; C—5; D—7. Photographs by R.C. Buranelli (A, B, D), and J.A.F Pantaleão (C).

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 6. Family Callichiridae. A in Checklist of decapod crustaceans from the coast of the São Paulo state (Brazil) supported by integrative molecular and morphological data: V. Dendrobranchiata and Pleocyemata [Achelata, Astacidea, Axiidea, Caridea (Alpheoidea and Processoidea excluded), Gebiidea, Stenopodidea]

FIGURE 6. Family Callichiridae. A) Callichirus major (Say, 1818) (CCDB 5084). B) Neocallichirus guassutinga (Rodrigues, 1971) (CCDB 5516). Animals from Brazil, São Paulo, Ilha Comprida (A), São Sebastião (B). Sex: female (A), male (B). Scale bars (mm): A—22; B—21. Photographs by R.C. Buranelli.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 5. Families Scyllaridae and Nephropidae. A in Checklist of decapod crustaceans from the coast of the São Paulo state (Brazil) supported by integrative molecular and morphological data: V. Dendrobranchiata and Pleocyemata [Achelata, Astacidea, Axiidea, Caridea (Alpheoidea and Processoidea excluded), Gebiidea, Stenopodidea]

FIGURE 5. Families Scyllaridae and Nephropidae. A) Scyllarides deceptor Holthuis, 1963 (CCDB 5280). B) Scyllarus depressus (Smith, 1881) (CCDB 5775). C) Metanephrops rubellus (Moreira, 1903) (CCDB 5796). Animals from Brazil, São Paulo, Ubatuba (A), R/V Soloncy Moura Expedition, st. 8 (B), st. 14 (C). Sex: male (A, C), female (B). Scale bars (mm): A—23; B—18; C—40. Photographs by R.C. Buranelli.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 11. Family Stenopodidae. A in Checklist of decapod crustaceans from the coast of the São Paulo state (Brazil) supported by integrative molecular and morphological data: V. Dendrobranchiata and Pleocyemata [Achelata, Astacidea, Axiidea, Caridea (Alpheoidea and Processoidea excluded), Gebiidea, Stenopodidea]

FIGURE 11. Family Stenopodidae. A) Stenopus hispidus (Olivier, 1811) (CCDB 5521). B) Stenopus spinosus Risso, 1827 (CCDB 5780). Animals from Brazil, São Paulo, Ubatuba (A), R/V Soloncy Moura Expedition, st. 8 (B). Sex: males. Scale bars (mm): A—16; B—12. Photographs by R.C. Buranelli.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 4. Families Luciferidae and Sergestidae. A in Checklist of decapod crustaceans from the coast of the São Paulo state (Brazil) supported by integrative molecular and morphological data: V. Dendrobranchiata and Pleocyemata [Achelata, Astacidea, Axiidea, Caridea (Alpheoidea and Processoidea excluded), Gebiidea, Stenopodidea]

FIGURE 4. Families Luciferidae and Sergestidae. A) Belzebub faxoni (Borradaile, 1915) (CCDB 5930). B) Lucifer typus H. Milne-Edwards, 1837 (CCDB 5904). C) Acetes americanus americanus Ortmann, 1893 (CCDB 5931). D) Peisos petrunkevitchi Burkenroad, 1945 (CCDB 5932). Animals from Brazil, São Paulo, R/V Soloncy Moura Expedition, st. 3 (A), st. 6 (B), Ubatuba (C, D). Sex: male (A, B), female (C, D). Scale bars (mm): A—2, B—2; C—5; D—8. Photographs by R.C. Buranelli.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 3 in Checklist of decapod crustaceans from the coast of the São Paulo state (Brazil) supported by integrative molecular and morphological data: V. Dendrobranchiata and Pleocyemata [Achelata, Astacidea, Axiidea, Caridea (Alpheoidea and Processoidea excluded), Gebiidea, Stenopodidea]

FIGURE 3. Family Solenoceridae. Pleoticus muelleri (Spence Bate, 1888) (CCDB 5804). Animal from Brazil, São Paulo, R/V Soloncy Moura Expedition, st. 2. Sex: female. Scale bar (mm): 13. Photograph by R.C. Buranelli.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 2. Family Sicyoniidae. A in Checklist of decapod crustaceans from the coast of the São Paulo state (Brazil) supported by integrative molecular and morphological data: V. Dendrobranchiata and Pleocyemata [Achelata, Astacidea, Axiidea, Caridea (Alpheoidea and Processoidea excluded), Gebiidea, Stenopodidea]

FIGURE 2. Family Sicyoniidae. A) Sicyonia dorsalis Kingsley, 1878 (CCDB 4915). B) Sicyonia typica (Boeck, 1864) (CCDB 4916). Animals from Brazil, São Paulo, Cananéia (A), Ubatuba (B). Sex: females. Scale bars (mm): A—11; B—17. Photographs by R.C. Buranelli.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 1. Family Penaeidae. A in Checklist of decapod crustaceans from the coast of the São Paulo state (Brazil) supported by integrative molecular and morphological data: V. Dendrobranchiata and Pleocyemata [Achelata, Astacidea, Axiidea, Caridea (Alpheoidea and Processoidea excluded), Gebiidea, Stenopodidea]

FIGURE 1. Family Penaeidae. A) Artemesia longinaris Spence Bate, 1888 (CCDB 6914). B) Farfantepenaeus brasiliensis (Latreille, 1817) (CCDB 4910). C) Farfantepenaeus paulensis (Pérez Farfante, 1967) (CCDB 5813). D) Litopenaeus schmitti (Burkenroad, 1936) (CCDB 4912). E) Parapenaeus americanus Rathbun, 1901 (CCDB 5825). F) Rimapenaeus constrictus (Stimpson, 1871) (CCDB 4914). G) Xiphopenaeus kroyeri (Heller, 1862) (ULLZ 15974). Animals from Brazil, São Paulo, Ubatuba (A), Cananéia (B—D; F, G), R/V Soloncy Moura Expedition, st. 12 (E). Sex: female (A, B, E–G), male (C, D). Scale bars (mm): A—15; B—38; C—37; D—40; E—50; F—24; G—44. Photographs by J. Perroca (A), R.C. Buranelli (B–G).

opennotspecifiedMar 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.