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861 results for “comparison data”

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zenodo40/100

Data from: "Fragmentation and detachment of hot copper and silver dimer anions: a comparison"

<p>The files found here are text files with data related to the article: &quot;Fragmentation and detachment of hot copper and silver dimer anions: a comparison&quot; published in Phys Rev A (DOI: 10.1103/PhysRevA.107.062824). The files contain the information necessary to reproduce all figures containing data from the experiment or from the described calculations. Each file contains a header explaining the data sets which&nbsp;follow.</p>

opencc-by-4.0Jun 2023View details →
zenodo40/100

After the sun: A nanoscale comparison of the surface chemical composition of UV and soil weathered plastics data

<p>The present folder contains the raw data as well as the R script used in the following publication : <em>After the sun:&nbsp;A nanoscale comparison of the surface chemical composition of UV and soil weathered plastics.&nbsp;</em>To extract the data:</p> <p>&nbsp;</p> <ol> <li>Download the .zip file and extract all the files it contains in a folder, without changing the hierarchy</li> <li>Open the Rproject by double-clicking on it</li> <li>Run the script and explore the outputs in the&nbsp;<em>Script_01_output&nbsp;</em>folder</li> </ol> <p>The data extracted from the HDF5 files before any processing are saved as .csv files in the <em>CSV </em>folder.</p>

opencc-by-4.0Jun 2023View details →
zenodo40/100

Data from: Effects of fungicides on aquatic fungi and bacteria: a comparison of morphological and molecular approaches from a microcosm experiment

<p>Data files and R code&nbsp;for the manuscript:&nbsp;Effects of fungicides on aquatic fungi and bacteria: a comparison of morphological and molecular approaches from a microcosm experiment. Published in Environmental Sciences Europe.</p>

opencc-by-4.0Aug 2023View details →
dryad40/100

Data from: evaluating the use of lake sedimentary DNA in palaeolimnology: a comparison with long-term microscopy-based monitoring of the phytoplankton community

<p>Palaeolimnological records provide valuable information about how phytoplankton respond to long-term drivers of environmental change. Traditional palaeolimnological tools such as microfossils and pigments are restricted to taxa that leave sub-fossil remains, and a method that can be applied to the wider community is required. Sedimentary DNA (sedDNA), extracted from lake sediment cores, shows promise in palaeolimnology, but validation against data from long-term monitoring of lake water is necessary to enable its development as a reliable record of past phytoplankton communities. To address this need, 18S rRNA gene amplicon sequencing was carried out on lake sediments from a core collected from Esthwaite Water (English Lake District) spanning ~105 years. This sedDNA record was compared with concurrent long-term microscopy-based monitoring of phytoplankton in the surface water. Broadly comparable trends were observed between the datasets, with respect to the diversity and relative abundance and occurrence of chlorophytes, dinoflagellates, ochrophytes and bacillariophytes. Up to 20% of genera were successfully captured using both methods, and sedDNA revealed a previously undetected community of phytoplankton. These results suggest that sedDNA can be used as an effective record of past phytoplankton communities, at least over timescales of less than 100 years. However, a substantial proportion of genera identified by microscopy were not detected using sedDNA, highlighting the current limitations of the technique that require further development such as reference database coverage. The taphonomic processes which may affect its reliability, such as the extent and rate of deposition and DNA degradation, also require further research.</p>

opencc-zeroSep 2023View details →
zenodo40/100

Data & figures: Comparison between Large-Scale Observed and Simulated Antarctic Sea-Ice Variability Response to Changes in Atmospheric and Oceanic Circulation

<p>These are the model data, key figures, and Python code generated during the project titled &ldquo;Comparison between Large-Scale Observed and Simulated Antarctic Sea-Ice Variability Response to Changes in Atmospheric and Oceanic Circulation.&quot; This project was undertaken during a 3-month research scholarship at the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, funded by the Helmholtz Visiting Researcher Grant, a program promoted by the Helmholtz Information and Data Science Academy (HIDA). Statistical methods pertain to the coupling of sea surface temperature and Antarctic sea-ice interactions. These methods can be applied to observations, reanalysis, and earth system model data</p>

opencc-byOct 2023View details →
dryad40/100

Supplementary data for: Comparison of optical flow derivation techniques for retrieving tropospheric winds from satellite image sequences

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publicOct 2022View details →
dryad40/100

Data from: The evolution of environmental tolerance and range size: A comparison of geographically restricted and widespread Mimulus

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publicOct 2022View details →
dryad40/100

Data from: Dorsoventral comparison of intraspecific variations in the butterfly wing pattern using a convolutional neural network

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publicDec 2024View details →
dryad40/100

Supplementary data for: Comparison of phenotypic and transcriptomic profiles between HFPO-DA and prototypical PPARα, PPARγ, and cytotoxic agents in wild-type and Ppara-null mouse livers

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publicApr 2025View details →
dryad40/100

Supplementary data for: Comparison of transcriptomic profiles between HFPO-DA and prototypical PPARa, PPARg, and cytotoxic agents in wild-type and PPARa knockout mouse hepatocytes

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publicAug 2024View details →
dryad40/100

Data from: evaluating the use of lake sedimentary DNA in palaeolimnology: a comparison with long-term microscopy-based monitoring of the phytoplankton community

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publicSep 2023View details →
dryad40/100

Data from: The temporal window of ecological adaptation in postglacial lakes: a comparison of head morphology, trophic position and habitat use in Norwegian threespine stickleback populations

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publicMay 2016View details →
dryad40/100

Data from: Comparison of pooled semen insemination and single colony insemination as sustainable honeybee breeding strategies

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publicJan 2024View details →
dryad40/100

Supplementary data for: Comparison of transcriptomic profiles between HFPO-DA and prototypical PPARa, PPARg, and cytotoxic agents in mouse, rat, and pooled human hepatocytes

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publicMay 2024View details →
dryad40/100

Data for: Characterization, comparison, and optimization of lattice light sheets (Part 3/3)

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publicFeb 2023View details →
dryad40/100

Data for: Characterization, comparison, and optimization of lattice light sheets (Part 2/3)

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publicFeb 2023View details →
dryad40/100

Data for: Characterization, comparison, and optimization of lattice light sheets (Part 1/3)

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publicFeb 2023View details →
edi40/100

Data to support manuscript: A Comparison of Two ROV Survey Methods Used to Estimate Fish Assemblages and Densities Around a California Oil Platform

This fish dataset was collected at platform Harmony, between Aug 25 and Aug 26, 2018. The ROV fish survey was done with two methods: industry (mimicking an inspection survey conducted for platform structural inspections) and biological method. Due to differences between the two methods in the positioning of the ROV vis a vis the jacket crossbeams, fish densities and diversities were different between the two methods at the platform bottom. This dataset provides fish counts and the relevant survey parameters (transect length and depth).

openCC (other)Feb 2020View details →
zenodo36/100

Supplement 5: Comparison of Ptolemy's and Strabo's coastline length data

<p>Supplement 5&nbsp;to the paper &quot;<strong>The Configuration of the Pontus</strong><strong>&nbsp;Euxinus in Ptolemy&rsquo;s&nbsp;<em>Geography</em></strong>&quot; submitted to the History of Geo- and Space Sciences (URL:&nbsp;<a href="https://www.history-of-geo-and-space-sciences.net/">https://www.history-of-geo-and-space-sciences.net</a>). The&nbsp;paper is a part of the research project &ldquo;Development of the Methods for Analysis of the Historical Maps&rdquo; supported by the Russian Foundation for Basic Research (grant 18-011-00258-a).&nbsp;<em>Correspondence</em>: Dmitry A. Shcheglov (shcheglov@yandex.ru).</p>

opencc-by-4.0Jan 2020View details →
zenodo36/100

Supplement 4: Comparison of Ptolemy's and Pseudo-Arrian's coastline length data

<p>Supplement 4&nbsp;to the paper &quot;<strong>The Configuration of the Pontus</strong><strong>&nbsp;Euxinus in Ptolemy&rsquo;s&nbsp;<em>Geography</em></strong>&quot; submitted to the History of Geo- and Space Sciences (URL:&nbsp;<a href="https://www.history-of-geo-and-space-sciences.net/">https://www.history-of-geo-and-space-sciences.net</a>). The&nbsp;paper is a part of the research project &ldquo;Development of the Methods for Analysis of the Historical Maps&rdquo; supported by the Russian Foundation for Basic Research (grant 18-011-00258-a).&nbsp;<em>Correspondence</em>: Dmitry A. Shcheglov (shcheglov@yandex.ru).</p>

opencc-by-4.0Jan 2020View 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.