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19 changes: 17 additions & 2 deletions _things/thing-02.md
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Expand Up @@ -5,7 +5,7 @@ title: Issues in research data management
overview:
- Getting started: "Watch a cartoon about what happens when a researcher hasn't managed their data (at all...) What could possibly go wrong!?"
- Learn more: "the 5Vs about Big Data everyone must know"
- Challenge me: "what are the issues when data is part of an eLab Notebook?"
- Challenge me: "what are the issues when data is part of a Lab Notebook?"
category: Ready, set, data
description: |
Research data is critical to solving the big questions of our time. So
Expand Down Expand Up @@ -42,6 +42,10 @@ which provides advice for researchers on how to manage their data.
**Consider:** how just one of the data disasters depicted in the cartoon
could have been avoided.

Do you have a question? Want to share a resource?
- Post to the [Data Librarians Slack group](https://tiny.cc/data-librarians) to connect with the community.
- Tweet to [@ardc_au](https://twitter.com/ARDC_AU) using \#23things

## Learn more
### How do you manage "Big Data"?

Expand All @@ -52,11 +56,18 @@ data, preservation,
[provenance](https://www.ands.org.au/working-with-data/publishing-and-reusing-data/data-provenance "Data provenance"),
and more.

Read this post and presentation: [Big Data: The 5 Vs Everyone Must Know](https://www.linkedin.com/pulse/20140306073407-64875646-big-data-the-5-vs-everyone-must-know). This article uses the 5 Vs: volume, variety, velocity, veracity and value as a concept for how big data can be managed more successfully.
The [Pawsey Supercomputing Centre](https://www.pawsey.org.au/) located in Perth, Western Australia supports researchers across Australia with an array of capabilities encompassing supercomputing, data and visualisation services. Review [case studies](https://www.pawsey.org.au/case-studies/) of some of the interesting research projects that involve the use of big data undertaken at the centre.

**Consider:** your views on whether the concept of the 5 Vs is useful to
support better management and reuse of Big Data. If you don't think the
5 Vs is of value, is there another framework or concept model which
could be useful for exploring data management for big data?

Do you have a question? Want to share a resource?
- Post to the [Data Librarians Slack group](https://tiny.cc/data-librarians) to connect with the community.
- Tweet to [@ardc_au](https://twitter.com/ARDC_AU) using \#23things

## Challenge me
### Digital data in Lab Notebooks

Expand All @@ -73,4 +84,8 @@ either during or after the project has ended.

1\. Read this [short guide](https://dx.doi.org/10.1038/d41586-018-05895-3) to choosing an ELN
2\. Then read this article [International team of scientists open sources search for malaria cure](https://opensource.com/life/14/6/international-team-open-sources-search-malaria-cure) about how an international team of scientists and citizen scientists are using open source ELNs to speed up a cure for malaria. You can see their open ELNs [here](http://malaria.ourexperiment.org/). Click on Matthew Todd's ELN to see what is recorded.
3\. Check out [Harvard Medical School’s](http://malaria.ourexperiment.org/) comparative matrix of ELN platforms
3\. Check out [Harvard Medical School’s](http://malaria.ourexperiment.org/) comparative matrix of ELN platforms

Do you have a question? Want to share a resource?
- Post to the [Data Librarians Slack group](https://tiny.cc/data-librarians) to connect with the community.
- Tweet to [@ardc_au](https://twitter.com/ARDC_AU) using \#23things
26 changes: 10 additions & 16 deletions _things/thing-03.md
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Expand Up @@ -7,8 +7,8 @@ description: |
Data and its management change over time. Here we look at data and
research lifecycles and make connections between them.
overview:
Getting started: follow the pink circles around the data lifecycle
Learn more: how would you modify a Lifecycle model for your institution?
Getting started: follow the circles around the data lifecycle
Learn more: how would you modify a lifecycle model for your institution?
Challenge me: share the current emerging opportunities for institutions to integrate management systems for your research data assets
category: Ready, set, data
---
Expand All @@ -22,8 +22,8 @@ dataset goes through as the research project moves from "having a
brilliant idea" to "making ground breaking discoveries" to "telling the
world about it".

Watch the short video on the [UK Data Archive Research Data
Lifecycle](http://www.data-archive.ac.uk/create-manage/life-cycle)
Watch the short video on the [UK Data Service Data
Lifecycle](https://www.ukdataservice.ac.uk/manage-data/lifecycle.aspx)

**Consider:** What other things impact how data is managed through the
lifecycle? For example, this could be funding policies which make
Expand All @@ -35,32 +35,26 @@ longitudinal study.

Data often have a longer lifespan than the research project that creates
them. Follow-up projects may analyse or add to the data, and data may be
reused by other researchers. Journals publishers are increasingly
reused by other researchers. Journal publishers are increasingly
mandating that the data underpinning a journal article be retained and
made accessible for the long term. Data needs to managed carefully to
ensure long-term preservation.

- Take a look at the [DCC Curation Lifecycle
Model](http://www.dcc.ac.uk/resources/curation-lifecycle-model)
which concentrates of preservation and curation within data
which concentrates on preservation and curation within data
management.

**Consider:** a modification or addition you would include to make this
model contextualised to your situation.
**Consider:** how you might adapt this model to your local organisational context.

## Challenge me
### Research data management in practice

Data management is likely to be most effective where it is integrated
into existing system-wide research and administrative processes. New
software and products are being developed particularly with this in
software, tools and platforms are being developed particularly with this in
mind.

- Skim through this ANDS Guide [Research Data Management in
Practice](https://www.ands.org.au/guides/rdm-in-practice "Research data management in practice")
- Look carefully at Figure 1 *Key Steps in Research Data Management*,
Section 3.
- Read through this 2018 F1000 article [Best practice data life cycle approaches for the life sciences](https://doi.org/10.12688/f1000research.12344.2) and look carefully at Figure 2

**Consider:** your experience about the current emerging opportunities
for institutions to integrate management systems for their research data
assets.
**Consider:** your experience with emerging opportunities for researchers to integrate lifecycle workflows to manage their research data assets.
9 changes: 4 additions & 5 deletions _things/thing-08.md
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Expand Up @@ -8,7 +8,7 @@ description: |
citation and metrics for data and related research objects?
overview:
Getting started: what are DOIs and why are they critical for accurate citation metrics?
Learn more: delves into altmetrics (and donuts!)
Learn more: delve into altmetrics (and donuts!)
Challenge me: what about minting DOIs for software, algorithms and grey literature?
category: Data citation & impact
---
Expand All @@ -21,9 +21,8 @@ you want to explore or know more about.

Digital Object Identifiers (DOIs) are unique identifiers that provide
persistent access to published articles, datasets, software versions and
a range of other research inputs and outputs. There are over 120 million
DOIs in use, and last year DOIs were “resolved” (clicked on) over five
billion times.
a range of other research inputs and outputs. There are over [190 million
DOIs in use](https://www.doi.org/factsheets/DOIKeyFacts.html), and last year DOIs were “resolved” (clicked on) over five billion times.

Each DOI is unique but a typical DOI looks like this: <https://doi.org/10.4225/08/50F62E0D359D5>

Expand Down Expand Up @@ -121,4 +120,4 @@ through the
[slides](http://www.slideshare.net/AustralianNationalDataService/doi-service-expanded-from-webinar-11th-may-2016).

**Consider:** What do you think are the critical issues to ensure the
persistence of DOIs over a number of years?
persistence of DOIs over a number of years?
8 changes: 4 additions & 4 deletions _things/thing-15.md
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Expand Up @@ -61,9 +61,9 @@ definition](https://www.ddialliance.org/taxonomy/term/198)).
Plans](http://riojournal.com/articles.php?id=13086). This White
Paper is long, but incredibly rich - scroll down for lots of
use-cases, interoperability, data discovery and more.
2. Check out how The University of Queensland is re-imagining DMPs in
the blog post [DMRs, making DMP’s relevant
again](https://web.archive.org/web/20180509004414/http://andscentral.blogspot.com.au/2017/05/dmrs-making-dmps-relevant-again.html).
2. Take a look at a European perspective on Australia's tools for creating and
integrating DMPs in the blog post [DMP Inspiration Down Under](http://www.dcc.ac.uk/blog/dmp-inspiration-down-under), and see what lessons we can learn from Europe in [this Webinar](https://ardc.edu.au/resource/data-management-planning-lessons-for-europe-webinar-video/) from Sarah Jones
of the Digital Curation Centre.


**Consider:** Do you think machine-actionable DMPs will make them more
Expand All @@ -90,4 +90,4 @@ active, dynamic, machine-readable and FAIR. Can you suggest additional
goals or further enhancements?

[Find out about the work of the Australasian DMP Interest
Group](http://tiny.cc/DMP-IG)
Group](http://tiny.cc/DMP-IG)

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