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An introduction to FAIR data and persistent identifiers. FAIR data is data which meets the FAIR principles of findability, accessibility, interoperability, and reusability (FAIR). [1] [2] The acronym and principles were defined in a March 2016 paper in the journal Scientific Data by a consortium of scientists and organizations. [1]
A science fair or engineering fair is an event hosted by a school that offers students the opportunity to experience the practices of science and engineering for themselves. In the United States, the Next Generation Science Standards makes experiencing the practices of science and engineering one of the three pillars of science education.
Empirical studies of data practices in research have "highlighted the need for organizations to offer more formal training and assistance in data management to scientists" [132] In a 2017-2018 international survey of 1372 scientist, most requests for help and formalization were associated with data management plan: "creating data management ...
The fair is fed by 28 regional science fairs, each of which is allocated a number of projects based on prior history of producing winning entries. The allocation in 2009 was 908 projects, an average of 24.7 projects per million population. [1] Awards are given in several categories at both junior (grades 6–8) and senior (grades 8–12) levels.
A data management plan or DMP is a formal document that outlines how data are to be handled both during a research project, and after the project is completed. [1] The goal of a data management plan is to consider the many aspects of data management, metadata generation, data preservation, and analysis before the project begins; [2] this may lead to data being well-managed in the present ...
The Allotrope Foundation is a consortium of pharmaceutical companies, instrument vendors and software companies to simplify the exchange of scientific electronic data. It publishes the Allotrope Foundation Ontology (AFO) which is a controlled vocabulary to structure data, the Allotrope Data Models (ADM) and the Allotrope Data Format (ADF) based on HDF5 which incorporates those for use in practice.
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ARIES seeks to integrate scientific data and models that simulate environmental and socioeconomic systems to address linked scientific modelling problems, [6] through semantics (computer science), [7] FAIR data and models, [8] and an open-source software infrastructure called Knowledge Laboratory (k.LAB) to semantically describe, code, and distribute data and models for end-users, modellers ...