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410 results for “Data Repository”

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zenodo28/100

Data Repository Assortative mate choice in Heliothis subflexa females in response to Ophryocystis elektroscirrha-like

<p>The repository of data gathered during the bachelor project.</p>

opencc-by-4.0Jun 2023View details →
zenodo28/100

Data repository in support of the article: Implementation and evaluation of updated photolysis rates in the EMEP MSC-W chemical transport model using Cloud-J v7.3e

<p>This dataset contains the measurement data, model outputs and Python (v3.10) scripts that are used to produce figures and tables in the paper: Implementation and evaluation of updated photolysis rates in the EMEP MSC-W chemical transport model using Cloud-J v7.3e.</p> <p>The newly created modules providing the interface with Cloud-J in the EMEP MSC-W and BoxChem models are called CloudJ_mod.f90.</p> <p>The measurement data and supporting MATLAB scripts used to create the ATom-1 data files read in by the Python scripts provided here, can be downloaded from https://doi.org/10.3334/ORNLDAAC/1651</p> <p>&nbsp;</p>

opencc-by-4.0Jun 2023View details →
zenodo28/100

Data Repository for "Integrating Water Quality Data with a Bayesian Network Model to Improve Spatial and Temporal Phosphorus Attribution: Application to the Maumee River Basin"

<p>Data for &quot;Integrating Water Quality Data with a Bayesian Network Model to Improve Spatial and Temporal Phosphorus Attribution: Application to the Maumee River Basin&quot;. This repository contains all the processed data used in the simulation (in &quot;processed&quot; folder),&nbsp;part of the raw data (in &quot;raw&quot; folder), and the SWAT simulation results (in &quot;SWAT&quot; folder). The code for processing the raw data, which are either provided here or publicly available online, is provided in the <a href="https://doi.org/10.5281/zenodo.8132662">code repository</a>. The links to the publicly available raw data&nbsp;are also provided in the code repository.</p>

openNov 2022View details →
zenodo28/100

Data repository deformation gradient estimator

<p>The numerical simulation code (Jupyter botebook) for evaluating the error of the deformation gradient tensor estimator is in folder &quot;Numerical simulations&quot;, and a generated example dataset is also included in the sub-folder.</p> <p>The particle tracking data for all the experiments are in the folder &quot;Experiments&quot;. For each experiment, the particle data is packed to a .pkl file and can be openned as a panda dataframe with 4 columns, i.e., [&#39;x&#39;, &#39;y&#39;, &#39;frame&#39;, &#39;particle&#39;]. Note that the unit of &#39;x&#39; and &#39;y&#39; columns is pixel. For the 3D experiment, an extra column &#39;z&#39; is included.</p> <p>The DIC data used for comparison with particle tracking is placed in the &quot;Experiments&quot; folder, as a .mat file generated from open-source DIC software NCORR. The DIC parameters and results are included in this file.</p>

opencc-by-4.0Jul 2023View details →
zenodo28/100

Data Repository - Impact of competing energy scales on the shell-filling sequence in elliptic bilayer graphene quantum dots

<p>Data Repository for the Publication: Impact of competing energy scales on the shell-filling sequence in elliptic bilayer graphene quantum dots</p> <p>Abstract:</p> <p>We report on a detailed investigation of the shell-filling sequence in electrostatically defined elliptic bilayer graphene quantum dots (QDs) in the regime of low charge carrier occupation, N &lt; 12, by means of magnetotransport spectroscopy and numerical calculations. We show the necessity of including both short-range electron-electron interaction and wavefunction-dependent valley g-factors for understanding the overall fourfold shell-filling sequence. These factors lead to an additional energy splitting at half-filling of each orbital state and different energy shifts in out-of-plane magnetic fields. Analysis of 31 different BLG QDs reveals that both valley g-factor and electron-electron interaction induced energy splitting increase with decreasing QD size, validating theory. However, we find that the electrostatic charging energy of such gate-defined QDs does not correlate consistently with their size, indicating complex electrostatics. These findings offer significant insights for future BLG QD devices and circuit designs.</p>

opencc-by-4.0Aug 2023View details →
zenodo28/100

Target lists data for the Image2Reg repository

<p>This contains the target_list directory that needs to be located in image2reg/data/resources</p>

opencc-by-4.0Oct 2023View details →
ClinicalTrials.gov28/100

Construction of CITIC Xiangya Assisted Reproduction Data Repository

ClinicalTrials.gov study NCT05404464. IPD Sharing: YES. Countries: 0. Publications: 0.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov28/100

Pharmacosurveillance Data Repository of Patients With and Without History of Anaphylactic Reactions Subsequent to Xolair Dosing

ClinicalTrials.gov study NCT00813748. IPD Sharing: Not stated. Countries: 1. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
dryad28/100

Data from: What factors influence where researchers deposit their data? A survey of researchers submitting to data repositories

Open the record for dataset details and reuse information.

publicDec 2015View details →
dryad28/100

Data from: Effect of arsenate substitution on phosphate repository of cell: a computational study

Open the record for dataset details and reuse information.

publicOct 2018View details →
dryad28/100

Data from: Metadata capital in a data repository

Open the record for dataset details and reuse information.

publicAug 2013View details →
dryad28/100

Data from: The location of the citation: changing practices in how publications cite original data in the Dryad Digital Repository

Open the record for dataset details and reuse information.

publicOct 2016View details →
dryad28/100

Data from: Evolution of an application profile: advancing metadata best practices through the Dryad data repository

Open the record for dataset details and reuse information.

publicJul 2016View details →
dryad28/100

Data from: Data sharing through an NIH central database repository: a cross-sectional survey of BioLINCC users

Open the record for dataset details and reuse information.

publicSep 2016View details →
zenodo24/100

Repository for data used in STOTEN article "Impacts of town characteristics on the changing urban climate in Vantaa"

<p>This dataset contains data used in the Science of The Total Environment journal article &quot;Impacts of town characteristics on the changing urban climate in Vantaa&quot; (https://doi.org/10.1016/j.scitotenv.2020.138471). The dataset includes:</p> <ul> <li>SURFEX air-surface interaction model results</li> <li>Observations from Helsinki-Vantaa airport</li> </ul> <p>SURFEX.zip contains SURFEX outputs used in the results section of the article.</p> <p>Verification_data.zip contains SURFEX outputs and meteorological observations used in the verification section of the article.</p> <p>E104.zip, E106.zip, E204.zip and E206.zip contain full SURFEX outputs for the four experiments conducted: A synthetic reference year representing the climate of the period 1980-2009 with no intervention (E104) and with green intervention (E106) and similarly for 2050s climate (E204 and E206).</p> <p>The STOTEN article&nbsp;&quot;Impacts of town characteristics the changing urban climate in Vantaa&quot; by Olli Saranko, Carl Fortelius, Kirsti Jylh&auml;, Kimmo Ruosteenoja, Erika Brattich, Silvana Di Sabatino and V&auml;in&ouml; Nurmi is provided in pdf-file 1-s2.0-S0048969720319847-main.pdf. The article is published in Science of The Total Environment journal, and is under a Creative Commons license (https://creativecommons.org/licenses/by-nc-nd/4.0/). This version is the pre-proof version.</p>

opencc-ncApr 2020View details →
zenodo24/100

Data repository of model outputs in Ferrier and Perron (2020), "The importance of hillslope scale in responses of chemical erosion rate to changes in tectonics and climate"

<p>This is a repository of model outputs in Ferrier and Perron (2020), &quot;The importance of hillslope scale in responses of chemical erosion rate to changes in tectonics and climate&quot; at the Journal of Geophysical Research - Earth Surface.&nbsp; See the readme file for descriptions of the data contained in each file.</p>

opencc-by-4.0Jun 2020View details →
zenodo24/100

Data mining tool to discover DevOps trends from public repositories: Predicting Release Candidates with gthbmining.rc

<p>Public repositories have been performing an essential role in bring- ing software and services to technical communities and general users. Most of the cases, public repositories have a DevOps tool, with a live and historical database behind it, to support delivering and all steps this software or service should adopt before going to production. This paper introduces gthbmining, a data mining set of tools to discover DevOps trends from public repositories, and presents the module gthbmining.rc. Considering the premise of a GitHub public repository, the main contribution here is pre- dicting release candidates, an important label a software release has. The methodology, architecture, components and interfaces are explained, as well as potential users. The results show a reliable and flexible tool, as classifiers metrics and graphics are provided, along with the possibility to add new data mining algorithms in the open source module presented. Related works are also supplied, and a conclusion shows the outcomes gthbmining.rc can provide.</p>

opencc-by-4.0Oct 2020View details →
zenodo24/100

Data Repository Aaricia Ponnet

<p>This dataset contains oral production collected with foreign language learners of Hindi.</p>

opencc-by-4.0Dec 2020View details →
zenodo24/100

Point clouds (LAZ): Towards a spatial data repository for archaeological research in the Romanian Mostiștea Basin and Danube Valley

<p>Spatial data are crucial in archaeological research, where orthophotos, digital elevation models, and 3D models are widely used for mapping, documenting, and monitoring archaeological sites. The introduction of affordable and compact unmanned aerial vehicles (UAVs) has significantly advanced the use of UAV-based photogrammetry in the past 20 years. Recently, compact airborne systems have also enabled the capture of thermal, multispectral, and aerial laser scanning data. This study presents the data acquired with different platforms and sensors at Chalcolithic archaeological sites in Romania's Mostiștea Basin and Danube Valley. Since laser scanning and photogrammetry generate large data volumes, data storage and dissemination must also be carefully considered. Based on a thorough study of system performance, data acquisition and processing methods, and data outputs, a workflow for the systematic mapping and documentation of sites has been proposed. Given the experience obtained in the last 5 summer campaigns (2018-2023), 19 sites have been accurately mapped, of which 5 sites are mapped using airborne laser scanning. 18 sites are documented using multispectral photogrammetry, and for 17 sites, interactive image-based 3D models are acquired using true-color photogrammetry. All data are stored on a publicly accessible website for visualization, as well as on an open-data platform for data exchange. For the multispectral data, a raster tile service has been implemented, allowing the use of the data in a GIS environment.</p>

restrictedcc-by-4.0May 2024View details →
zenodo24/100

FIGURE 46 in Synopsis of the Snakes of the Philippines A Synthesis of Data from Biodiversity Repositories, Field Studies, and the Literature

FIGURE 46. Lycodon dumerilii (Eastern Samar Prov., Samar Id.) (KU 344364). Photo © JBF/RMB.

opencc-by-4.0Mar 2018View 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