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Research

Cross-disciplinary data practices in earth system science: Aligning services with reuse and reproducibility priorities

As a data intensive field that unites researchers from many disciplines, Earth System Science (ESS) is an ideal site for examining evolving cross-disciplinary data practices. This paper reports on results from a survey examining data sharing, data reuse, and research reproducibility practices of ESS researchers, aimed at informing improvements in data services for interdisciplinary sciences. Data reuse was found to be very high for new and comparative analyses but very limited for reproducing research. Data sharing was also strong, mostly through supplements to published papers, with moderate use of open access repositories. At the same time, there was interesting variability in both data sharing and reuse among ESS disciplines. The most pronounced challenges to reuse and reproducibility stem from limited documentation on how data are collected and managed, practices that are poorly supported by institutions, funders, and publishers. A more refined approach to “reproducibility” is needed that aligns with priorities and practices within the research community. Just as importantly, advances in data service models for ESS and other interdisciplinary fields need to account for the diverse and distributed system of repositories and build a workforce with deeper knowledge of the complex data and methods that drive integrative systems science.

Read the full paper.

An Yan

Caihong Huang

Jian-Sin Lee

Carole L. Palmer

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Projects in Library & Information Science

  • Fines and Fees in Public Libraries
  • Data Challenges for Libraries in Africa
  • The Effects of Suggested Tags and Autocomplete Features on Social Tagging Behaviors
  • Studying Subject Ontogeny at Scale in a Polyhierarchical Indexing Language
  • E-rate Funding and Libraries: Preliminary Analysis of Trends Post-Modernization
  • How Music Fans Shape Commercial Music Services: A Case Study of BTS and ARMY
  • FlashSciTalks: Carole Palmer
  • E-rate Funding and Libraries: Preliminary Analysis of Trends Post-Modernization
  • Public Libraries and Open Government Data: Partnerships for Progress
  • Cross-disciplinary data practices in earth system science: Aligning services with reuse and reproducibility priorities

News

A young woman shakes the hand of a man seated at a table in a crowded room.

Student group's startup career fair attracts 200

Wednesday, May 13, 2026
The Association of Information Management Students recently hosted a startup career fair. With a turnout of around 200 students and 11 startups, conversation among employers and students could be heard echoing outside the HUB’s...
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Prem Kumar and Steph Ballard

Impact awards honor 2 alumni working on frontiers of AI

Monday, May 11, 2026
The 2026 UW Information School Alumni Impact Awards honor a startup entrepreneur and an expert in value-sensitive design, both working at the forefront of the AI revolution.Distinguished Alumni Award recipient Prem Kumar, Informatics...
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May 18
 
12:00-1:00 PM

AI for Organizations Graduate Certificate Meet the Faculty

May 22
 
10:00-11:30 AM

CALMA Roundtable: Artificial Intelligence and Machine Learning in Metadata: Possibilities, Limitations, and Ethical Implications

May 28
 
5:30-8:00 PM

iSchool Showcase

Husky Union Building
May 29
 
11:30-1:30 PM

Faculty Meeting

Bloedel Hall 070
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