cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25504/fairsharing.8b203d
title: FAIRsharing record for: Global Natural Products Social Molecular Networking
title: GNPS

description: This FAIRsharing record describes:  Global Natural Products Social Molecular Networking (GNPS) is a web-based mass spectrometry ecosystem that aims to be an open-access knowledge base for community-wide organization and sharing of raw, processed or identified tandem mass (MS/MS) spectrometry data. GNPS aids in identification and discovery throughout the entire life cycle of data; from initial data acquisition and analysis, to post publication exploration. GNPS provides the ability to analyze a data set and to compare it to all publicly available datasets by building on the computational infrastructure of the University of California San Diego (UCSD) Center for Computational Mass Spectrometry (CCMS), and providing public dataset deposition and/or retrieval through the Mass Spectrometry Interactive Virtual Environment (MassIVE) data repository. To provide open and transparent solutions for mass spectrometry (MS) data reuse, data sharing, and analysis reproducibility, the GNPS Dashboard collaborative interactive web application, provides tools to facilitate the exploration of liquid and gas chromatography(LC/GC)–mass spectrometry (MS) data for collaborative examination. The GNPS Dashboard is a hands-on platform for use of private and publicly available MS data, including files stored at long-term MS data repositories such as GNPS/MassIVE, MetaboLights, ProteomeXchange, and the Metabolomics Workbench.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.5449d8
title: FAIRsharing record for: ISO/IEC 21838-1:2021 Information technology — Top-level ontologies (TLO) — Part 1: Requirements
title: ISO/IEC 21838-1:2021 

description: This FAIRsharing record describes:  ISO/IEC 21838-1:2021 specifies required characteristics of a domain-neutral top-level ontology (TLO) that can be used in tandem with domain ontologies at lower levels to support data exchange, retrieval, discovery, integration and analysis.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.6850e0
title: FAIRsharing record for: Data Acquisition, Quality and Curation for Observational Research Designs
title: DAQCORD

description: This FAIRsharing record describes:  The Data Acquisition, Quality and Curation for Observational Research Designs (DAQCORD) Guidelines are the first comprehensive set of data quality indicators for large, clinical observational studies. They were developed around the needs of neuroscience projects, but we believe they are relevant and generalizable, in whole or in part, to other fields of health research, and also to smaller observational studies and preclinical research. The DAQCORD Guidelines provide a framework for achieving high-quality data, a cornerstone of health research. At a minimum, they can be used as a checklist for documenting whether an indicator is being addressed fully, partially or not at all. A more extended and informative record can be made by users through creation of a brief narrative for each indicator describing how this is addressed for their study.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.dc702a
title: FAIRsharing record for: Research Activity Identifier
title: RAiD

description: This FAIRsharing record describes:  Research Activity Identifier (RAiD, https://www.raid.org.au/) is an identifier mechanism designed for research projects and activities. It is persistent and connects existing PIDs for researchers, institutions, outputs and tools together to create a timeline of research activity which makes connecting digital infrastructure, reporting on impact and establishing data provenance clear and easy. RAiD is one of the Identifier Services owned and offered by the Australia Research Data Commons (ARDC, and can be accessed for machine-to-machine service by API integration, using a RAiD service point designated platform, or by manually minting via the RAiD user Dashboard. 
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.5c379f
title: FAIRsharing record for: CWA 17552:2020 Engineering materials - Electronic data interchange - Instrumented indentation test data
title: CWA 17552:2020

description: This FAIRsharing record describes:  CWA 17552:2020 is the specification for a data model (and accompanying reference implementations) derived from the ISO 14577 1:2015 instrumented indentation testing standard. It was created in response to the absence of any widely adopted, systematic means for representing and exchanging nanoindentation test data electronically. This record also describes the XSD reference implementation for encoding instrumented indentation data according to this specification.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.c2e4ab
title: FAIRsharing record for: Minimum Information about Tissue Imaging
title: MITI

description: This FAIRsharing record describes:  The Minimum Information about Highly Multiplexed Tissue Imaging (MITI) standard applies best practices developed for genomics and for other microscopy data to highly multiplexed tissue images and traditional histology. MITI reporting guidelines comprise minimal metadata for highly multiplexed tissue images and were developed in consultation with methods developers, experts in imaging metadata (e.g., DICOM and OME) and multiple large-scale atlasing projects; they are guided by existing standards (https://data.humantumoratlas.org/standards) and accommodate most multiplexed imaging technologies and both centralized and distributed data storage.  MITI covers biospecimen, reagent, data acquisition and data analysis metadata, as well as data levels for imaging with antibodies, aptamers, peptides, dyes and similar detection reagents.

MITI is available in the machine-readable YAML format (https://github.com/miti-consortium/MITI) along with other relevant information implemented in best practice (https://github.com/ncihtan/data-models). MITI uses structured metadata quality control and format relevant data levels to specify the extent of data processing, and in the case of sequencing data, whether access requires the approval of a data access committee. In common practice, data at levels 3 and up are freely shared. Primary data arising from microscopes and data acquisition instruments correspond to level 1 data. Because the raw image data acquired from one slide usually consist of separate image fields, possibly from proprietary formats, they are processed to correct for uneven illumination and other instrumentation artifacts and assembled into a single multichannel image in the OME-TIFF format (level 2 data).

description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.603b94
title: FAIRsharing record for: LifeWatch ERIC Metadata Catalogue
title: null

description: This FAIRsharing record describes:  The LifeWatch ERIC Metadata Catalogue provides descriptive metadata allowing users to retrieve and manage information in much greater quantities and at greater speed. 
The LifeWatch ERIC Metadata Catalogue is informed by extensive ontologies and thesauri that make the records findable, accessible, interoperable and reusable, according to the FAIR principles of data management. The architecture is based on GeoNetwork and allows users to manage metadata related to five kinds of resources:
* Datasets, by using the EML 2.2.0 standard (60 metadata attributes)
* Research Site, by using a customised ISO19139 standard (36 metadata attributes)
* Services, by using a customized ISO19139 standard (40 metadata attributes)
* Virtual Research Environments, by using a customized ISO19139 standard (25 metadata attributes)
* Workflows, by using a customized ISO19139 standard (25 metadata attributes)
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.ea79c7
title: FAIRsharing record for: LifeWatch ERIC Training Catalogue
title: null

description: This FAIRsharing record describes:  Following the FAIR principles and best practices, the LifeWatch ERIC training catalogue hosts the metadata of relevant learning resources so that these can be shared, searched, discovered, accessed and reused. The LifeWatch ERIC training catalogue’s accurate and descriptive metadata allow all users to find the most appropriate and well-suited educational resources for their needs.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.0c6fea
title: FAIRsharing record for: Ontology Cross Reference Service
title: OxO

description: This FAIRsharing record describes:  The Ontology Cross Reference Service (OxO) provides a database of ontology cross-references (or xrefs). These xrefs have been extracted from various sources including ontologies loaded into the Ontology Lookup Service and from sources such as the UMLS. OxO also allows users to upload their own mappings.
The OxO website provides an interface for search the OxO database. From the homepage you can search for mappings for a given identifier. OxO supports searching by a range of identifier types including both prefixed CURIE identifiers and full ontology term URIs. OxO contains an extensive set of known identifier prefixes that it uses to resolve identifiers (e.g. both MSH and MeSH are known prefixes used to identify terms from the MesH vocabulary). OxO allows mapping between ontologies and supports user configuration of search and also sharing of mappings created for specific contexts.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.b52cce
title: FAIRsharing record for: CIRAD Dataverse
title: null

description: This FAIRsharing record describes:  CIRAD Dataverse allows CIRAD's researchers and partners to store data produced or co-produced in the framework of collective research work or projects.
The range of CIRAD's research has given rise to numerous datasets and databases associating various types of data: primary (collected), secondary (analysed, aggregated, used for scientific articles, etc), qualitative and quantitative. These "collections" of research data are used for comparisons, to study processes and analyse change. They include: genetics and genomics data, data generated by trials and measurements (using laboratory instruments), data generated by modelling (interpolations, predictive models), long-term observation data (remote sensing, observatories, etc), data from surveys, cohorts, interviews with players. 
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.b5ec59
title: FAIRsharing record for: mouseTube
title: null

description: This FAIRsharing record describes:  mouseTube is a database dedicated to mouse ultrasonic communication. mouseTube aims at gathering mouse ultrasonic vocalisations recordings and making them available for the community. 
mousetube associates a set of metadata to download links of raw files of mouse vocalization recordings hosted on repositories by the owners of these files.
Members sharing data on mouseTube are fully responsible for the content of raw files and the accuracy of the metadata provided. mouseTube data are freely available and can be used for subsequent publications with appropriate references.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.06877d
title: FAIRsharing record for: Minimal Information about MHC Multimers
title: MIAMM

description: This FAIRsharing record describes:  These minimal nomenclature guidelines for MHC Multimers will ensure that multimer data is presented according to the FAIR principles and is more Findable, Accessible, Interoperable and Reusable. These guidelines were established with the expertise of the members of the NIH Tetramer Facility, laboratory users of such reagents, and database curators tasked with describing such reagents in machine-readable and interoperable digital resources.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.1e82b0
title: FAIRsharing record for: Botanical Collections
title: null

description: This FAIRsharing record describes:  Botanical Collections is a data portal developed and hosted by Meise Botanic Garden, where the digitized herbarium specimens and the living collection accessions of the Garden can be consulted. As evidenced by its generic name, the portal's scope is wider than just the Garden's collections and includes other botanical collections in Belgium or any other interested institutions abroad. As of 2022, a few other Belgian collections can already be found on the platform and more are expected to be added in the context of the DiSSCo Flanders project (https://dissco-flanders.be).

The portal allows users to search for specimens by various data elements such as kind of specimen, taxonomy, collector and location. Users can also view high resolution images and see the location of origin of specimens or the current location of accessions through a Google Maps plugin. Web API access is  possible, but not yet documented.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.457642
title: FAIRsharing record for: Open Energy Platform
title: OEP

description: This FAIRsharing record describes:  The Open Energy Platform (OEP) is an open energy database maintained by a team of developers from different institutes in aims to promote the principles of Open Science and offer an open infrastructure for energy system research. The focus is on Open Data and the provision of modelling results under open licenses. The OEP uses an extensive metadata set based on the tabular data package specifications and the FAIR principles to improve the findability, accessibility, interoperability, and reuse of digital assets.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.621ce0
title: FAIRsharing record for: EarthCube GeoCodes Portal
title: null

description: This FAIRsharing record describes:  EarthCube is a community program that advances partnerships and collaborative platforms for aimed to increase data sharing across the geoscience community through tools, methods, standards, architectures, and creating community connections. GeoCODES is an NSF EarthCube program effort to better enable cross-domain discovery of and access to geoscience data and research tools. GeoCODES is made up of three components respectively: 1) an evolving standard for exposing data called science on schema, 2) a set of tools to index relevant data from partners within the Council of Data Facilities who have adopted science on schema, plus a prototype portal to query that data, and 3) a resource registry by which to register and discover relevant tools.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.ca2870
title: FAIRsharing record for: Clinical Genome Resource
title: ClinGen

description: This FAIRsharing record describes:  ClinGen was founded in 2013 by the National Human Genome Research Institute (NHGRI; https://www.genome.gov). ClinGen is a growing collaborative effort, involving three grants, six principal investigators and over 1,700 contributors from more than 40 countries. The Clinical Genome Resource (ClinGen) is a National Institutes of Health (NIH) funded initiative, building an authoritative central resource that defines the clinical relevance of genes and variants for use in precision medicine and research, aimed to increase the community’s knowledge about the relationship between genes and health. We are dedicated to building a knowledge base that defines the clinical relevance of genes and variants for use in precision medicine and research. We do this by first encouraging the sharing of genetic and health data by our key stakeholder groups: patients, clinicians, laboratories, and researchers. Explore our website to get to know our working groups, learn more about how we are meeting our goals and search our knowledge base.

description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.581df9
title: FAIRsharing record for: NASA Life Sciences Portal
title: NLSP

description: This FAIRsharing record describes:  NASA's Human Research Program (HRP) conducts research and develops technologies that allow humans to travel safely and productively in space. The Program uses evidence from data collected on astronauts, as well as other supporting studies. These data are stored in the research data repository, Life Sciences Data Archive (LSDA).
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.8b5e3f
title: FAIRsharing record for: American Heart Association / American Stroke Association journals - Research Guidelines
title: AHA / ASA journals 

description: This FAIRsharing record describes:  Information on the Research Data policies of the AHA/ASA journals group. Journals adhering to this policy encourage authors, where possible and applicable, to deposit data that support the findings of their research in a public repository. Authors and editors who do not have a preferred repository should use one of the recommended resources listed in this policy and those listed in the policies this record is an extension of. Journals adhering to this policy recommend 1) the resources listed directly within this record, and 2) all resources listed in this record's parent policies (see the "extends" relationship).


description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.bae0ec
title: FAIRsharing record for: METASPACE
title: null

description: This FAIRsharing record describes:  The METASPACE platform hosts an engine for metabolite annotation of imaging mass spectrometry data as well as a spatial metabolite knowledgebase of the metabolites from thousands of public datasets provided by the community. The METASPACE engine open online platform provides tools for integrated into validated workflows for clinical use exploratory analysis. Submit or interact with high-resolution imaging mass spectrometry (HR imaging MS) spatial data, explore knowledgeable annotations from all datasets using the interactive interface, collaborate with project team members on dataset annotation, or export the metabolite annotations to mine hundreds of thousands of metabolites found in community-provided datasets. 
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.685467
title: FAIRsharing record for: CIF2
title: null

description: This FAIRsharing record describes:  CIF2 is a new, alternative file format for use with the Crystallographic Information Framework, supplementing the original CIF format ('CIF1') developed in the early 1990s.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.