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861 results for “data comparison”

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dryad36/100

Data supporting: Molecular, behavioural and morphological comparisons of sperm adaptations in a fish with alternative mating tactics

<p>In species with alternative reproductive tactics, there is much empirical support that sneaker males have larger testes size and greater sperm numbers. However, support for higher sperm performance by sneakers is inconsistent. We used the sand goby (Pomatoschistus minutus) to test whether sperm performance differed between breeding-coloured males (small testes, but large mucus-filled sperm-duct glands; builds a nest lined with a sperm-containing mucus, provides care) and sneaker-morph males (no breeding colouration, large testes, rudimentary sperm-duct glands; no nest, no care). We compared motility (proportion motile sperm), velocity and longevity of sperm, between the two morphs. Furthermore, we compared gene expression of testes, and tested if the sperm-duct gland contents affected sperm performance, and if sperm morphometrics differed between male morphs. We found a clear difference in gene expression of testes between the male morphs with 109 transcripts differentially expressed between the morphs. Notably, several mucin genes were upregulated in breeding-coloured males and two ATP-related genes were upregulated in sneaker-morph males. There was some evidence of higher sperm velocity in sneaker-morph males, but no difference in sperm motility. Presence of the sperm-duct gland contents significantly increased sperm velocity, but equally so for the two morphs. The same was true for sperm motility although the difference was not significant. The sand goby has remarkably long-lived sperm, with only small or no decline in motility and velocity over time (5 min vs. 22 hours), but again, this was equally true for both morphs. Sperm length (head, tail, total) did not differ between morphs, and did not correlate with sperm velocity for either morph. Thus, other than a clear difference in testes gene expression, we found only modest differences between the two male morphs, confirming previous findings that high sperm performance as an adaptation to sperm competition is not a primary target of evolution.</p>

opencc-zeroAug 2022View details →
zenodo36/100

Raw data and supporting files for "Modular comparison of untargeted metabolomics processing steps"

<p>Raw data and supporting files for the Paper titled "Modular comparison of untargeted metabolomics processing steps". The dataset encompasses 42 samples, with 3 solvent blanks, 7 QC samples, and 32 biological samples (4 biological replicates: Banane, Bergrose, Narbe, Ricky) spiked with 42 compounds in different concentrations (0 ngmL, 30 ngmL, 100 ngmL, 300 ngmL). The files were uploaded in the vendor format (.raw) and in the open format (.mzML). Also, further supporting data for the processing results was uploaded as well.</p>

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

Data for "Measurement report: Comparison of airborne in-situ measured, lidar-based, and modeled aerosol optical properties in the Central European background – identifying sources of deviations"

<p>A unique set of data is presented, derived from measurements conducted at the rural central European observatory at Melpitz, Germany. Data derived from remote sensing (lidar), airborne platforms (helicopter, balloon), and ground-based in-situ methods is included. Measured and Mie-modeled optical aerosol parameters are presented in the dry- and ambient state. Modeled optical parameters are based on Mie-theory. For ambient state hygroscopic growth simulations are utilized.</p>

opencc-by-4.0Oct 2021View details →
zenodo36/100

Data for "Wave dispersion and dissipation in landfast ice: comparison of observations against models"

<p>Data to replicate Figures 2, 3 and 7 in the manuscript:&nbsp;Wave dispersion and dissipation in landfast ice: comparison of observations against models. Article submitted for review to The Cryosphere (https://doi.org/10.5194/tc-2021-210)</p>

opencc-by-4.0Oct 2021View details →
zenodo36/100

data set regarding to project Optimal assessment of nutritional status in older subjects with the chronic obstructive pulmonary disease – a comparison of three screening tools used in the GLIM diagnostic algorithm

<p>data set regarding to project Optimal assessment of nutritional status in older subjects with the chronic obstructive pulmonary disease &ndash; a comparison of three screening tools used in the GLIM diagnostic algorithm&nbsp;</p>

opencc-by-4.0Jan 2022View details →
dryad36/100

Data from: How to date a crocodile – estimation of neosuchian clade ages and a comparison of four time-scaling methods

<p>Clade ages within the crocodylomorph clade Neosuchia have long been debated. Molecular and morphological studies have yielded remarkably divergent results. Despite recent advances, there has been no comprehensive relative comparison of the major time calibration methods available to estimate clade ages based on morphological data. We used four methods (cal3, Extended Hedman [EH], smoothed Ghost-Lineage-Analysis [sGLA] and the Fossilised Birth-Death model [FBD]) to date clade ages derived from a published crocodylomorph supertree and a new neosuchian phylogeny. All time-scaling methods applied here agree on the origination of Neosuchia during the Late Triassic/Early Jurassic, and the presence of the major extant eusuchian groups (Crocodyloidea, Gavialoidea, Alligatoroidea, and Caimaininae) by the end of the Late Cretaceous. The number of distinct lineages present before the K/Pg boundary is less certain, with support for two competing scenarios in which Crocodylinae, Tomistominae and Diplocynodontinae either: 1) diverged from other eusuchian lineages before the K/Pg boundary; or 2) evolved during a 'burst' of diversification after the K/Pg event. Cal3 and FBD are identified as the most suitable methods for time-scaling phylogenetic trees dominated by fossil taxa. Extended Hedman estimates are substantially older than the others, with larger standard deviations and a strong vulnerability to taxon sampling and topological changes. sGLA has similar problems and cannot be recommended either. We conclude that a detailed understanding of phylogenetic relationships, tree reconstruction methods, and good taxonomic coverage (in particular the inclusion of the oldest taxon in each clade) is essential when evaluating the results of such dating analyses.</p>

opencc-zeroJan 2022View details →
zenodo36/100

Raw data of experiments on the Bisexual lures and their comparison with synthetic sex attractants for trapping Orthosia species (Lepidoptera: Noctuidae)

<p>Raw data of experiments on the manuscript of the&nbsp;&quot;Bisexual lures and their comparison with synthetic sex attractants for trapping Orthosia species (Lepidoptera: Noctuidae).&quot;</p>

opencc-by-4.0Jan 2022View details →
zenodo36/100

The height-dependent delayed ionospheric response to solar EUV - data comparison - secondary files 141 - 143

<p><strong>Secondary files for doy 141 - 143</strong></p> <p>For comparison with the observational results a TIE-GCM v2.0 model run in the 2.5 &times; 2.5 configuration is calculated. In order to converge to stable initial condition the model runs for 30 days prior to the final simulation starting at 28 March 2019. This initial run is configured with default parameters. The final run from 27 April 2019 to 24 May 2019 uses the default configuration of TIE-GCM with the Heelis Electric Convection Field Model (Heelis et al., 1982) as the high-latitude potential model. The input forcing is used from the NASA/GSFC&rsquo;s OMNI data set</p>

opencc-by-4.0Feb 2022View details →
zenodo36/100

The height-dependent delayed ionospheric response to solar EUV - data comparison - secondary files 135 - 140

<p><strong>Secondary files for doy 135 - 140</strong></p> <p>For comparison with the observational results a TIE-GCM v2.0 model run in the 2.5 &times; 2.5 configuration is calculated. In order to converge to stable initial condition the model runs for 30 days prior to the final simulation starting at 28 March 2019. This initial run is configured with default parameters. The final run from 27 April 2019 to 24 May 2019 uses the default configuration of TIE-GCM with the Heelis Electric Convection Field Model (Heelis et al., 1982) as the high-latitude potential model. The input forcing is used from the NASA/GSFC&rsquo;s OMNI data set</p>

opencc-by-4.0Feb 2022View details →
zenodo36/100

The height-dependent delayed ionospheric response to solar EUV - data comparison - secondary files 129 - 134

<p><strong>Secondary files for doy 129 - 134</strong></p> <p>For comparison with the observational results a TIE-GCM v2.0 model run in the 2.5 &times; 2.5 configuration is calculated. In order to converge to stable initial condition the model runs for 30 days prior to the final simulation starting at 28 March 2019. This initial run is configured with default parameters. The final run from 27 April 2019 to 24 May 2019 uses the default configuration of TIE-GCM with the Heelis Electric Convection Field Model (Heelis et al., 1982) as the high-latitude potential model. The input forcing is used from the NASA/GSFC&rsquo;s OMNI data set</p>

opencc-by-4.0Feb 2022View details →
zenodo36/100

The height-dependent delayed ionospheric response to solar EUV - data comparison - secondary files 117 - 122

<p><strong>Secondary files for doy 117 - 122</strong></p> <p>For comparison with the observational results a TIE-GCM v2.0 model run in the 2.5 &times; 2.5 configuration is calculated. In order to converge to stable initial condition the model runs for 30 days prior to the final simulation starting at 28 March 2019. This initial run is configured with default parameters. The final run from 27 April 2019 to 24 May 2019 uses the default configuration of TIE-GCM with the Heelis Electric Convection Field Model (Heelis et al., 1982) as the high-latitude potential model. The input forcing is used from the NASA/GSFC&rsquo;s OMNI data set</p>

opencc-by-4.0Feb 2022View details →
zenodo36/100

The height-dependent delayed ionospheric response to solar EUV - data comparison

<p>For comparison with the observational results a TIE-GCM v2.0 model run in the 2.5 &times; 2.5 configuration is calculated. In order to converge to stable initial condition the model runs for 30 days prior to the final simulation starting at 28 March 2019. This initial run is configured with default parameters. The final run from 27 April 2019 to 24 May 2019 uses the default configuration of TIE-GCM with the Heelis Electric Convection Field Model (Heelis et al., 1982) as the high-latitude potential model. The input forcing is used from the NASA/GSFC&rsquo;s OMNI data set</p> <p>Secondary files:</p> <p>117 - 122: <a href="https://zenodo.org/record/6004534">https://zenodo.org/record/6004534</a></p> <p>123 - 128: <a href="https://zenodo.org/record/6006516">https://zenodo.org/record/6006516</a></p> <p>129 - 134: <a href="https://zenodo.org/record/6009777">https://zenodo.org/record/6009777</a></p> <p>135 - 140: <a href="https://zenodo.org/record/6014195">https://zenodo.org/record/6014195</a></p> <p>141 - 143: <a href="https://zenodo.org/record/6014201">https://zenodo.org/record/6014201</a></p> <p>&nbsp;</p>

opencc-by-4.0Jan 2022View details →
zenodo36/100

Raw data to "Opioid sequestration by intravenous lipid emulsion – comparison of lipophilicity in a cell-free system and cellular model"

<p>Data that resulted from the conduction of the in vitro part of the project:&nbsp;Intravenous lipid emulsions as a treatment in acute opioid poisoning - pharmacokinetic and pharmacodynamic evaluation in the rabbit model. It served as raw data for the publication&nbsp;Opioid sequestration by intravenous lipid emulsion &ndash; comparison of lipophilicity in a cell-free system and cellular model (draft title).&nbsp;</p>

opencc-by-4.0Feb 2022View details →
zenodo36/100

Time-resolved ARPES RAW data of bulk WSe2 for a quantitative comparison of time-of-flight momentum microscopes and hemispherical analyzers: RAW MM data

<p>Time- and angle-resolved photoemission spectroscopy data of bulk WSe2 using a laser-based XUV source and a time-of-flight momentum microscope analyzer.</p> <p>The dataset here comprises part of the machine RAW data used to construct the processed data stored in the datasets at</p> <pre>https://doi.org/10.5281/zenodo.4067968</pre> <p>Analysis scripts and conversion tools into NeXus format can be found at</p> <p>https://github.com/nomad-coe/nomad-parser-nexus/tree/master/tests/data/tools/dataconverter/readers/mpes</p>

opencc-by-4.0Mar 2022View details →
zenodo36/100

African Red Slip Ware Digital (ARS3D) - Comparison-Data

<p>Characteristic of the North African bowls, plates, and jugs are their pictorial decorations applied mainly by appliqu&eacute;s and stamps. As mass-produced image carriers and everyday objects, the ARS spread throughout the empire.</p> <p>The range of motifs includes mythological scenes as well as scenes from the Old and New Testament, circus, arena and hunting scenes as well as fish and plant motifs. The appliqu&eacute;s-decorated pottery thus provides insights into Late Antique imagination and its changes, as well as into the economic history of the period between the 3rd and 5th centuries AD in North Africa.</p> <p>Previous documentation methods were not able to capture the objects and their decoration in an adequate way. The digital recording of the RGZM&#39;s collections by 3D scans allows to compare potentially identical appliqu&eacute;s and to assign them to their negative forms and the corresponding stamps.</p> <p>Whereas vessel curvature previously falsified the assignment of appliqu&eacute;s and models, 3D analysis and visualisation tools now allow a comparison . Metadata created for each object increases the effectiveness and accuracy of determining image context and content. Issues related to the production of the ARS and the process flows within the workshops can be investigated through the analysis of the 3D data.</p> <p>The developed ontology uses CIDOC CRM and various extensions. The data mainly consists of objects (E24), on which e.g. applications (features, E25) can be found. These objects can be described semantically, e.g. by the shape or time epoch. Features are described with observations, e.g. a human type man standing and wearing a beard. These observations lead to interpretations whose arguments can be observations.</p>

opencc-by-4.0Nov 2021View details →
dryad36/100

Experimental comparison of fish mortality and injuries at innovative and conventional small hydropower plants - raw data

<p><span>Resolving the controversy about hydropower is only possible based on reliable data on its ecological effects, particularly fish welfare.</span></p> <p><span>Herein, we propose a comprehensive assessment of conventional and innovative hydropower using a data set of 52 250 fish.</span></p> <p><span>The </span><span>effects of hydropower on fish were most harmful at sites with Kaplan turbines, showing </span><span>£</span> <span>83% </span><span>mortality.</span> <span>Innovative hydropower, often termed 'fish-friendly', caused </span><span>£</span> <span>64% mortality.</span></p> <p><span>Our findings suggested that the runner peripheral speed, number of turbine blades, turbulence and gas oversaturation at turbine outlets were the most important factors.</span></p> <p><span>Synthesis and Applications:</span><span> To reduce the impact of hydropower on fish, site-specific characteristics such as head drop, bypass options and river-specific species composition need to be more intensively considered in optimal turbine technologies and operation modes.</span></p>

opencc-zeroJun 2022View details →
zenodo36/100

Sintering of alumina nanoparticles: comparison of interatomic potentials, molecular dynamics simulations, and data analysis

<p>This is the dataset for the publication in MSMSE 2022 containing all plot scripts and data for reproducing all figures. The dataset is a snapshot of the repository https://gitlab.com/computational-materials-science/public/publication-data-and-code/2022_MSMSE_Roy_et_al_MD-sintering (SHA 7ad2f421deb055f3384c00ba29f2fb1acd0e78ea) that might contain additional/newer&nbsp;data and scripts.</p>

opencc-by-4.0Jul 2022View details →
zenodo36/100

New Findings on Existing Resilient Modulus Constitutive Models through Performance Comparison on LTPP Data

<p>This dataset is the result of the study entitled, &quot;New Findings on Existing Resilient Modulus Constitutive Models through Performance Comparison on LTPP Data&quot;.</p>

opencc-by-4.0Jun 2022View details →
zenodo36/100

Supporting data for article comparison and Uncertainty Analysis of Species Distribution Models

<p>Downloaded from Web of Science for the supporting data of article comparison and Uncertainty Analysis of Species Distribution Models.</p>

opencc-by-4.0Dec 2021View details →
zenodo36/100

Data for "Multifractal comparison of reflectivity and polarimetric rainfall data from C- and X-band radars and respective hydrological responses of a complex catchment model"

<p>The data files arranged here correspond to the data used in the paper: &ldquo;Multifractal comparison of reflectivity and polarimetric rainfall data from C- and X-band radars and respective hydrological responses of a complex catchment model&rdquo;, submitted to <em>Water</em>.</p> <p>The data organized as follows:</p> <ul> <li>Data_type_20150912_time_steps.mat: the rainfall data for 3 different products of the X-band radar (FIR filter, a=200, b=1.6; FIR filter, a=150, b=1.3; simple filter, a=150, b=1.3) for the event of 12-13 September 2015, over an area of 64 km x 64 km.</li> <li>Data_type_Event_time_steps.mat: X-band radar data (FIR filter, a=150, b=1.3) for the events of 16 September 2015 and 5-6 October 2015, over an area of 64 km x 64 km.</li> <li>Sub-catchment_name_Data_type_Event.txt: the rainfall series for each of 26 sub-catchments of the model, for 3 different types of rainfall data (C-band, X-band and rain gauges) for the events of 12-13 September 2015, 16 September 2015 and 5-6 October 2015.</li> <li>X-band_Pixels_Event.txt: the rainfall series for all 6 X-band radar pixels corresponding to the 6 rain gauges for the 3 studied events (12-13 September 2015, 16 September 2015, and 5-6 October 2015).</li> <li>X-Band_Optim 20150916_Measurement_point_name.txt: flow simulated at each of the 4 measurement points with X-band data for the 16 September 2015 event, with the implementation of the tool mimicking the regulation optimization.</li> <li>Data_type_Event_Measurement_point_name.txt: flow simulated at each of the 4 measurement points with 3 different types of rainfall data (C-band, X-band and rain gauges) for the 3 studied events (12-13 September 2015, 16 September 2015, and 5-6 October 2015), without the implementation of the tool mimicking the regulation optimization.</li> </ul> <p>The original C-band radar data remains property of M&eacute;t&eacute;o-France and was provided to the authors for this research study, without any possibility of data disclosure.</p> <p>The details on how the rainfall series were generated over each sub-catchment could be found in the paper.</p> <p>The authors greatly acknowledge partial financial supports of the Chair &ldquo;Hydrology for resilient cities&rdquo; endowed by Veolia, and of the Department of Science and Technology of the Brazilian Army. The authors are thankful to M Bernard Urban (M&eacute;t&eacute;o-France) for providing access to the C-band radar data and documentation in the framework of the INTERREG NWE RainGain project.</p>

opencc-by-4.0Aug 2017View details →

ScienceDex guides

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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