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All files are released under a Creative Commons license, CC-BY for most files and CC0 (public domain) for datasets. [ 1 ] [ 10 ] Figshare allows researchers to publish negative data. [ 4 ] [ 8 ] The withholding of negative publications is a widely known phenomenon that leads to a significant bias, often referred to as the file drawer effect ...
The most frequently used repository software for open repositories according to OpenDOAR are Digital Commons, DSpace and EPrints. [6] Other examples are arXiv, bioRxiv, Dryad, Figshare, Open Science Framework, Samvera, Ubiquity Repositories and invenio (solution used by Zenodo).
The GitHub repository of the project contains a file with links to the data stored in box. Data files can also be downloaded here. [351] APT Notes arXiv Cryptography and Security papers Collection of articles about cybersecurity This data is not pre-processed. All articles available here. [352] arXiv Security eBooks for free
A data lake is a system or repository of data stored in its natural/raw format, [1] usually object blobs or files. A data lake is usually a single store of data including raw copies of source system data, sensor data, social data etc., [ 2 ] and transformed data used for tasks such as reporting , visualization , advanced analytics , and machine ...
Data and model versioning is the base layer [21] of DVC for large files, datasets, and machine learning models. It allows the use of a standard Git workflow, but without the need to store those files in the repository. Large files, directories and ML models are replaced with small metafiles, which in turn point to
PANGAEA - Data Publisher for Earth & Environmental Science is a digital data library and a data publisher for earth system science. Data can be georeferenced in time (date/time or geological age) and space (latitude, longitude, depth/height).
The OCC Environmental Data Commons Repository for environmental public data sets of scientific interest, hosted as part of the Open Science Data Cloud Ecosystem. OpenAerialMap OpenAerialMap (OAM) is a set of tools for searching, sharing, and using openly licensed satellite and unmanned aerial vehicle (UAV) imagery. OpenLandMap
re3data.org is a global registry of research data repositories from all academic disciplines. It provides an overview of existing research data repositories in order to help researchers to identify a suitable repository for their data and thus comply with requirements set out in data policies. [1] [2] The registry went live in autumn 2012. [3]