Tackling the Challenges of 21 st -Century Open Science and Beyond: A Data Science Lab Approach.
| Autor: | Hollaway MJ; UK Centre for Ecology and Hydrology, Lancaster Environment Centre, Lancaster, UK., Dean G; UK Centre for Ecology and Hydrology, Lancaster Environment Centre, Lancaster, UK., Blair GS; UK Centre for Ecology and Hydrology, Lancaster Environment Centre, Lancaster, UK.; School of Computing and Communications, Lancaster University, Lancaster, UK., Brown M; UK Centre for Ecology and Hydrology, Lancaster Environment Centre, Lancaster, UK., Henrys PA; UK Centre for Ecology and Hydrology, Lancaster Environment Centre, Lancaster, UK., Watkins J; UK Centre for Ecology and Hydrology, Lancaster Environment Centre, Lancaster, UK. |
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| Jazyk: | angličtina |
| Zdroj: | Patterns (New York, N.Y.) [Patterns (N Y)] 2020 Sep 17; Vol. 1 (7), pp. 100103. Date of Electronic Publication: 2020 Sep 17 (Print Publication: 2020). |
| DOI: | 10.1016/j.patter.2020.100103 |
| Abstrakt: | In recent years, there has been a drive toward more open, cross-disciplinary science taking center stage. This has presented a number of challenges, including providing research platforms for collaborating scientists to explore big data, develop methods, and disseminate their results to stakeholders and decision makers. We present our vision of a "data science lab" as a collaborative space where scientists (from different disciplines), stakeholders, and policy makers can create data-driven solutions to environmental science's grand challenges. We set out a clear and defined research roadmap to serve as a focal point for an international research community progressing toward a more data-driven and transparent approach to environmental data science, centered on data science labs. This includes ongoing case studies of good practice, with the infrastructural and methodological developments required to enable data science labs to support significant increase in our cross- and trans-disciplinary science capabilities. Competing Interests: The authors declare no competing interests. (© 2020 The Author(s).) |
| Databáze: | MEDLINE |
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