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IntroductionData Management in weather & climate modeling
Nicolas Gruber
March 5, 2018
C2SM, ETH Zurich 2
A changing landscape…The week before last
C2SM, ETH Zurich 3
Two months ago
A changing landscape…
4
The first thread: open access, open data
C2SM, ETH Zurich 5
http://www.snf.ch/en/theSNSF/research-policies/open_research_data/Pages/data-management-plan-dmp-guidelines-for-researchers.aspx
The first thread: open access, open data
C2SM, ETH Zurich 6
Wilkinson et al. (2015)
The first thread: open access, open data: FAIR
FAIR—Findable, Accessible, Interoperable, Reusable.
C2SM, ETH Zurich 7
The 2nd thread: The reproducibility crisis
Baker et al. (2006) NATUREA very substantial fraction of our work is conceived as not being reproducible
95 surveyed
C2SM, ETH Zurich 8
The 2nd thread: The reproducibility crisis
Baker et al. (2006) NATURE
Note also the lack of ability to reproduce its own result! Own results
Someone else’s
C2SM, ETH Zurich 9
The 2nd thread: The reproducibility crisis
Baker et al. (2006) NATURE
But the unavailability of method and code play an important role, too!
The most important reason is “selective reporting” and “pressure to publish”
10
The 3rd thread: The data explosion
https://www.scality.com
NASA, UGS
NOAA
C2SM, ETH Zurich 11
Many open questions
Baker et al. (2006) NATURE
SCIENCE POLICY
How can we assist the researchers to implement the policies?
How can we ensure that the resources are adequately available?
IMPLEMENTATION
What should the data management policies in our field be?
What does reproducibility mean in our field?
EXAMPLES
C2SM, ETH Zurich 12
Part I: Information Event
08:45 DM in weather & climate modeling (N. Gruber, C2SM)
09:00 DM planning (A. Sesartic, ETH Library)
09:30 Active research data management (C. Barillari, ETH SIS)
10:00 Coffee break
10:30 Publication of data (B. Hirschmann, ETH Library)
11:00 Data practices at IAC (U. Beyerle, IAC)
11:15 Data practices at WSL (K. Plattner, WSL)
11:30 General discussion
12:00 Lunch Break
Today’s event and workshop…
Part II: Workshop
13:00 Introduction (C. Schnadt, C2SM)
13:10 Change rooms
13:15 Discussion of topics in four groups
13:45 Walk back to LEE D105
13:50 5” presentations +10” discussion per group and topic
14:50 Conclusions
15:00 Coffee (LEE D131)