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.

10,812

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

10,812 results for “novels”

Learn how ShareScore rates datasets ↗
zenodo36/100

Fig. 3 in Morphological and Morphometric Description of a Novel Shelled Amoeba Arcella gandalfi sp.nov. (Amoebozoa:Arcellinida) fromBrazilianContinental Waters

Fig. 3. Top view of the Arcella gandalfi shell showing the top in-

opencc-by-4.0Dec 2016View details →
zenodo36/100

Fig. 9 in Reproductive cycle of the Neotropical cichlid yellow peacock bass Cichla kelberi: A novel pattern of testicular development

Fig. 9. Gonadosomatic Index (GSI) of the testicular maturation phases in C. kelberi.

opencc-by-4.0Sep 2013View details →
zenodo36/100

Fig. 2 in Reproductive cycle of the Neotropical cichlid yellow peacock bass Cichla kelberi: A novel pattern of testicular development

Fig. 2. Gonadal development Phases of C. kelberi along the reproductive cycle. H.E. stain.

opencc-by-4.0Sep 2013View details →
zenodo36/100

Figure 1 in Unveiling the genetic diversity of bicolored-spined porcupines (Rodentia: Erethizontidae): a novel karyotype, population structuring, and evolutionary insights

Figure 1. Map of part of South America with collecting localities of C. bicolor specimens with sequences on the GenBank (Black circles), generated in the present study (triangle), others register of occurrences (white circles), and type locality (star). Gray area represents the Amazon Biome. ARG = Argentina, BOL = Bolivia, BRA = Brazil, PER = Peru.

opencc-by-nc-4.0Jun 2024View details →
zenodo36/100

Figure 4 in Unveiling the genetic diversity of bicolored-spined porcupines (Rodentia: Erethizontidae): a novel karyotype, population structuring, and evolutionary insights

Figure 4. Topology of median joining on top of the map showing the current separation of C. bicolor populations by the rivers Ucayali and Beni/Madre de Dios. Circles are haplotypes and its dimension are proportional to the number of shared sequences. Numbers in the segments connecting the circles are nucleotide substitutions and black circle is the median vector. For haplotypes localities see figure 2. BOL = Bolivia, BRA = Brazil, PER = Peru.

opencc-by-nc-4.0Jun 2024View details →
zenodo36/100

Figure 3 in Unveiling the genetic diversity of bicolored-spined porcupines (Rodentia: Erethizontidae): a novel karyotype, population structuring, and evolutionary insights

Figure 3. Maximum likelihood phylogenetic tree. Symbols near nodes represent Bootstrap values: black circles (90-100%), white circles (80-89%), white squares (70-79%), black square (66%). BOL = Bolivia, BRA = Brazil, COL = Colombia, ECU = Ecuador, GUF = French Guiana, MEX = Mexico, PAR = Paraguay, PER = Peru.

opencc-by-nc-4.0Jun 2024View details →
zenodo36/100

Figure 2 in Unveiling the genetic diversity of bicolored-spined porcupines (Rodentia: Erethizontidae): a novel karyotype, population structuring, and evolutionary insights

Figure 2. Conventional stained karyotypes of Coendou (Sphiggurus) bicolor male LBCE21287 (above) and female LBCE21289 (below) from Brazilian Acre state with 2n = 52 and FN = 82. The X and Y are sexual chromosomes.

opencc-by-nc-4.0Jun 2024View details →
zenodo36/100

Datased for a publication: "Harmonizing Microstructures and Enhancing Mechanical Resilience: Novel Powder Metallurgy Approach for Zn-Mg Alloys"

<p>These data are published as a part of the paper: Harmonizing Microstructures and Enhancing Mechanical Resilience: Novel Powder Metallurgy Approach for Zn-Mg Alloys. The structure and organization of the data are outlined in the readme file.&nbsp;</p> <p>&nbsp;</p> <p><strong>Dataset versions:</strong></p> <p><strong>V1:</strong> Original version of the data.</p>

opencc-by-4.0Jun 2024View details →
zenodo36/100

Supplemental Data for "Identifying novel variants of small molecules through database search of mass spectra"

<p>Supplemental Dataset 1 contains GNPS dataset information for the large scale search of GNPS vs Pubchem.</p> <p>Supplemental Dataset 2a contains the top scoring exact mode hit for each spectrum against PubChem and COCONUT. Files are split into "*chunk*" files of up to 10 million records each.</p> <p>Supplemental Dataset 2b contains the top scoring variable mode hit for each spectrum against COCONUT.</p> <p>Supplemental Dataset 3 contains mass spectra provided by Waters Corporation to analyze impurities of Imatinib.</p>

opencc-by-4.0May 2024View details →
zenodo36/100

FIG. 1 in A journey through Cyanobacteria in Brazil: a review of novel genera and 16S rRNA sequences

FIG. 1. — Flowchart of search methods for identification and selection of studies.

opencc-zeroJul 2024View details →
zenodo36/100

TB-CARE: A Novel Convolutional Autoencoder-based Tuberculosis Classification System with Enhanced EfficientNet

<p><span>The novel framework for TB classification using Convolutional AutoencodeR with EfficientNet (TB-CARE) involves the utilization of a convolutional autoencoder for feature extraction, an affinity propagation clustering method for selecting templates, and an enhanced EfficientNet (EEffNet) for classification. Extensive tests are performed on datasets that are freely accessible. The results of our methodology surpassed those of previous approaches, demonstrating its practicality for real-world applications. By leveraging deep learning models within the ensemble method, TB classification achieves a notable area under the receiver operating characteristic of up to 0.99, outperforming other tested classifiers and setting a new benchmark. EEffNet exhibits outstanding performance with an accuracy of 99.8%, sensitivity of 99.8%, and specificity of 99.7% on the NIH chest X-ray dataset and accuracy of 99.6%, sensitivity of 99.9%, and specificity of 99.4% on TBX11 k Dataset. These results indicate that employing features extracted from various image sources can significantly enhance the detection rate.</span></p>

opencc-by-4.0Jul 2024View details →
zenodo36/100

Figure 1 in Microbial diversity of ticks and a novel typhus group Rickettsia species (Rickettsiales bacterium Ac37b) in Inner Mongolia, China

Figure 1. Map of tick collection sites in Inner Mongolia, China.

opencc-by-4.0Dec 2023View details →
dryad36/100

Topology testing and demographic modeling illuminate a novel speciation pathway in the Greater Caribbean Sea following the formation of the Isthmus of Panama

<p>Recent genomic analyses have highlighted the prevalence of speciation with gene flow in many taxa and have underscored the importance of accounting for these reticulate evolutionary processes when constructing species trees and generating parameter estimates. This is especially important for deepening our understanding of speciation in the sea where fast-moving ocean currents, expanses of deep water, and periodic episodes of sea level rise and fall act as soft and temporary allopatric barriers that facilitate both divergence and secondary contact. Under these conditions, gene flow is not expected to cease completely while contemporary distributions are expected to differ from historical ones. Here we conduct range-wide sampling for Pederson's cleaner shrimp (<em>Ancylomenes</em> <em>pedersoni</em>), a species complex from the Greater Caribbean that contains three clearly delimited mitochondrial lineages with both allopatric and sympatric distributions. Using mtDNA barcodes and a genomic ddRADseq approach, we combine classic phylogenetic analyses with extensive topology testing and demographic modeling (10 site frequency replicates x 45 evolutionary models x 50 model simulations/replicate = 22,500 simulations) to test species boundaries and reconstruct the evolutionary history of what was expected to be a simple case study. Instead, our results indicate a history of allopatric divergence, secondary contact, introgression, and endemic hybrid speciation that we hypothesize was driven by the final closure of the Isthmus of Panama and the strengthening of the Gulf Stream Current ~3.5 million years ago. The history of this species complex recovered by model-based methods that allow reticulation differs from that recovered by standard phylogenetic analyses and is unexpected given contemporary distributions. The geologically and biologically meaningful insights gained by our model selection analyses illuminate what is likely a novel pathway of species formation not previously documented that resulted from one of the most biogeographically significant events in Earth's history.</p>

opencc-zeroJul 2024View details →
zenodo36/100

Supporting material for "Pharmacological validation of individual animal locomotion, temperature and behavioural analysis in group-housed rats using a novel automated home cage analysis system: a comparison with the modified Irwin test"

<p>The data were uploaded to support the manuscript &quot;Pharmacological validation of individual animal locomotion, temperature and behavioural analysis in group-housed rats using a novel automated home cage analysis system: a comparison with the modified Irwin test&quot; for the submission to Journal of Pharmacological and Toxicological Methods.</p>

opencc-by-sa-4.0Oct 2017View details →
zenodo36/100

Supporting files for "Estimating the number of contributors to DNA mixtures provides a novel tool for ecology"

<p>Supporting files for Sethi et al. Methods in Ecology and Evolution, in press.&nbsp; Contents include&nbsp;an alternative&nbsp;likelihood formulation for a DNA mixture estimator, associated R script to implement the likelihood, pcr multiplex conditions for yellow perch, and a supplemental figure.</p>

opencc-by-4.0Aug 2018View details →
zenodo36/100

Association mapping identified novel candidate loci affecting wood formation in Norway spruce

<p>Genotypic data set for the association mapping in Norway spruce for wood formation and tracheid traits.</p>

opencc-by-4.0Nov 2018View details →
zenodo36/100

Unveiling the Mechanisms of Solid-State Dewetting in Solid Oxide Cells with Novel 2D Electrodes

<p>Supporting videos as a part of the Supplementary Material of the paper published by the Journal of Power Sources, Volume 420, 30 April 2019, Pages 124-133 doi:&nbsp;10.1016/j.jpowsour.2019.02.068</p>

opencc-by-4.0Jan 2019View details →
zenodo36/100

Dataset for the article "MiMiC: A Novel Framework for Multiscale Modeling in Computational Chemistry"

<p>This dataset contains additional material related to the&nbsp;article:&nbsp;&quot;MiMiC: A Novel Framework for Multiscale Modeling in Computational Chemistry&quot;. The preprint is available at <a href="https://doi.org/10.26434/chemrxiv.7635986">https://doi.org/10.26434/chemrxiv.7635986</a>. Final article is available at&nbsp;<a href="https://doi.org/10.1021/acs.jctc.9b00093">https://doi.org/10.1021/acs.jctc.9b00093</a>.</p>

opencc-by-4.0Jan 2019View details →
zenodo36/100

Novel modelling of ultracompact X-ray binary evolution - stable mass transfer from white dwarfs to neutron stars

<p>MESA inlists associated with&nbsp;<a href="https://ui.adsabs.harvard.edu/#abs/2017MNRAS.470L...6S/abstract">Novel modelling of ultracompact X-ray binary evolution - stable mass transfer from white dwarfs to neutron stars</a></p>

opencc-by-4.0Mar 2019View details →
zenodo36/100

Original Data of Paper: Novel lncRNA-panel as biomarkers for prognosis in breast cancer via Ce-RNA Network analysis

<p>Paper title: Novel lncRNA-panel as biomarkers for prognosis in breast cancer via Ce-RNA Network analysis. Our paper was submitted to PeerJ recently. This data file is the original data of this study which contains all the original data involved in this work.</p>

opencc-by-4.0Sep 2019View 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.