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the long tail of research data !
Ferguson,!A.,!Nielson,!J.,!Cragin,!M.,!Bandrowski,!A.!&!
Martone,!M.!Big!data!from!small!data:!data=sharing!in!the!
‘long!tail’!of!neuroscience.!Nat!Neurosci!17,!1442–1447!
(2014).!
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Conclusions: !
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“We find a robust citation benefit
from open data. We further
conclude that … a substantial
fraction of archived datasets are
reused, and that the intensity of
dataset reuse has been steadily
increasing since 2003.”
Piwowar!HA,!Vision!TJ.!(2013)!Data!reuse!and!the!open!data!citaQon!advantage.!!
PeerJ!1:e175!hTp://dx.doi.org/10.7717/peerj.175!
!
What do we know? Sharing data = increased citation rate
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David Clay
Jisc%Digifest%
March%2016%
Research Data Management at
the University of Salford
Project Drivers
RCUK Common Principles on Data Policy:
‘Publicly funded research data are a public good, produced in the
public interest, which should be made openly available with as
few restrictions as possible in a timely and responsible manner’.
University Research Strategy aims:
‘to deliver a high quality research base by focusing support and
investment on areas of strength and research excellence,
supporting growth of a strong research portfolio and delivery of
strong outputs and impact’.
Requirements gathering
Functional requirements and Business case
Jan 2015
CARDIO
March 2013
UoS Data
Audit
Survey
Jun – Sep 2014
Interview’s
with
researchers
October 2014
Functional
Requirements
November 2014
Solutions
assessment
November 2014
Business
case
January 2015
RDM Policy
•  Sets out clear principles for the management of
research data
•  Defines the responsibilities of the University, researchers
and research students
•  Aligned with funder policies
•  Developed after extensive consultation with researchers
and research leaders
•  Informed the development of our RDM service
Solution Architecture
Client Device
Windows PC, Mac, Linux
iOS, Android
Online Storage
££
Nearline Storage
£
UoS Data RepositoryUoS Institutional
Repository
DOI Proxy Service
Research Data Consumer
Data Repository
Harvester
USDR AdministratorFederated Identity
Provider
OAI-PMH Interface
Research Data Storage
Service
File Synchronisation
Web-based Access
Researchers and Collaborators
Online Storage
££
File Sync Client
DOI Minting
Service
ORCID Validation
External
preservation
services e.g.
CLOCKSS
Archive?
Web Browser
Other Interfaces?
Research Project
Collaboration Space
Project Landing Page
Document Collaboration (Async)
Real-Time Collaborative Editing
Web Conferencing
Wiki, Blog
Backup
£
Metadata
Standards
Deposit Data
External Data
Repositories
During Project End of Project
ISDADS (UoS)
Directory
UK Access
Management
Federation
Other IdP –
Google, Office 365,
Facebook,
LinkedIn, etc.
AuthZ and AuthN
AuthZ and AuthN
UoS Government
Agencies
Commercial
Organisations
Other Universities
(UK and Intl)
Source Code
Repository
Source Code in Development
Key
Existing Service
External Service
New Service
DMPOnline
Data Management Plan
Creation
Research Data Support
Service Website
Guidance
Before Project
Catalogue
Client Device
Windows PC, Mac, Linux
iOS, Android
Online Storage
££
Nearline Storage
£
UoS Data RepositoryUoS Institutional
Repository
DOI Proxy Service
Research Data Consumer
Data Repository
Harvester
USDR AdministratorFederated Identity
Provider
OAI-PMH Interface
Research Data Storage
Service
File Synchronisation
Web-based Access
Researchers and Collaborators
Online Storage
££
File Sync Client
DOI Minting
Service
ORCID Validation
External
preservation
services e.g.
CLOCKSS
Archive?
Web Browser
Other Interfaces?
Research Project
Collaboration Space
Project Landing Page
Document Collaboration (Async)
Real-Time Collaborative Editing
Web Conferencing
Wiki, Blog
Backup
£
Metadata
Standards
Deposit Data
External Data
Repositories
During Project End of Project
ISDADS (UoS)
Directory
UK Access
Management
Federation
Other IdP –
Google, Office 365,
Facebook,
LinkedIn, etc.
AuthZ and AuthN
AuthZ and AuthN
UoS Government
Agencies
Commercial
Organisations
Other Universities
(UK and Intl)
Source Code
Repository
Source Code in Development
Key
Existing Service
External Service
New Service
Solution Options
1.  Syncplicity – on-premise or hosted
2.  MS OneDrive for Business – on-
premise or hosted
3.  Janet File Sync & Share Framework
supplier e.g. Box
4.  Cloud Service with Linux client
support e.g. Dropbox
5.  FOSS solution e.g. Dropoff
1.  SharePoint/Office 365
2.  Lync or Jabber for real
time video/audio
3.  Figshare
4.  Formalise use of
commonly used Cloud
services e.g. Google
Docs/Hangouts
Strategic option to develop
‘Community Portal’ platform,
adding DB, Big Data,
Visualisation, etc.
1.  GitHub Enterprise
2.  Mercurial with web front-end
3.  MS TFS on Azure
4.  etc.
1.  Another backup product/license
2.  Distributed replication rather
than traditional backup
1.  Figshare – cloud or on-premise
2.  Existing repository (FOSS or
COTS) e.g. Eprints, Dspace
3.  SharePoint with bespoke
development
4.  Shared Service/Partner with
another HEI
5.  Other CMS e.g. TikiWiki CMS used
by the BBC
1.  EMC isilon scale-out NAS
with Smartdedupe and
Smartpools
2.  Amazon S3
3.  MS Azure
1.  EMC Isilon
2.  Amazon S3
3.  MS Azure
1.  Nothing if online storage is cheap enough
2.  EMC Isilon (with Smartpools)
3.  Arkivum – cloud or on-premise
4.  Amazon Glacier
1.  Federation Services
2.  Avoid through developing
Accman self-service
provisioning
Pilot Infrastructure
•  Launched November 2015
•  Compliance with EPSRC expectations
•  Enables research data publishing
•  Facilitates discoverability and re-use of data
•  Ability to control access to sensitive data
•  Support for diverse file formats
•  Large file upload limit
•  DataCite integration
•  Arkivum integration
•  Simple curation workflow
Why Figshare?
Data Publication Process
Publication+
Process
Existing+Meta+Data+
inc+DOI
Add+Public+
Research+Data+to+
Meta+Data+Record
Full+Research+Data+
Openly+Accessible
Add+DOI+to+article
Add+DOI+to+&+write+up++
Data+Access+Statement
Discoverable+
Data
End
Yes
No
Yes
No
Yes
No
RDM.BP06:*Research*Publication*Process
+
Closed
Embargoed
Externally+Hosted
Define+Date+Range Upload+Data
Flag+as+Closed+ Upload+Data End
End
Create+Meta+Data+Only
Create+Meta+Data+
inc+Reserve+DOI
Yes
Figshare*Boundary*
Externally+
Hosted+Data
Backed+up+to+
Arkivum
Backed+up+to+
Arkivum
Provide+Link+to+
External+Data
Meta+Data+
Only
Yes
No
Embargo+
Ends
Publicly+Available+Data
Unavailable+(to+Public)+
Data
Yes
No
End
Unavailable+(to+Public)+
Data
RDM Support Service
www.salford.ac.uk/rdm
Enquiry Service
E: researchdata@salford.ac.uk
P: 0161 295 6707
@OpenDataSalford
•  Strong support from Senior Management
•  Excellent Researcher engagement and culture change
•  Bringing together skills and expertise from across the
university
•  Good vendor engagement
–  Responsive and flexible to changing user needs
–  Knowledgeable
–  Supportive
•  Positive initial response to the new service
Our Experience
•  Pilot Research Data Management Service
•  Evaluate and develop business case for scaling
service up and rolling it out across the University
•  Learning, developing, growing!
•  New territory for the University but an exciting
opportunity
Next steps
Work smart. Discover more.
Supported by
Thank you for your time!
t.bucknell@digital-science.com!
@figshare!
http://www.figshare.com!

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  • 37. Work smart. Discover more. Supported by
  • 38. David Clay Jisc%Digifest% March%2016% Research Data Management at the University of Salford
  • 39. Project Drivers RCUK Common Principles on Data Policy: ‘Publicly funded research data are a public good, produced in the public interest, which should be made openly available with as few restrictions as possible in a timely and responsible manner’. University Research Strategy aims: ‘to deliver a high quality research base by focusing support and investment on areas of strength and research excellence, supporting growth of a strong research portfolio and delivery of strong outputs and impact’.
  • 40. Requirements gathering Functional requirements and Business case Jan 2015 CARDIO March 2013 UoS Data Audit Survey Jun – Sep 2014 Interview’s with researchers October 2014 Functional Requirements November 2014 Solutions assessment November 2014 Business case January 2015
  • 41. RDM Policy •  Sets out clear principles for the management of research data •  Defines the responsibilities of the University, researchers and research students •  Aligned with funder policies •  Developed after extensive consultation with researchers and research leaders •  Informed the development of our RDM service
  • 42. Solution Architecture Client Device Windows PC, Mac, Linux iOS, Android Online Storage ££ Nearline Storage £ UoS Data RepositoryUoS Institutional Repository DOI Proxy Service Research Data Consumer Data Repository Harvester USDR AdministratorFederated Identity Provider OAI-PMH Interface Research Data Storage Service File Synchronisation Web-based Access Researchers and Collaborators Online Storage ££ File Sync Client DOI Minting Service ORCID Validation External preservation services e.g. CLOCKSS Archive? Web Browser Other Interfaces? Research Project Collaboration Space Project Landing Page Document Collaboration (Async) Real-Time Collaborative Editing Web Conferencing Wiki, Blog Backup £ Metadata Standards Deposit Data External Data Repositories During Project End of Project ISDADS (UoS) Directory UK Access Management Federation Other IdP – Google, Office 365, Facebook, LinkedIn, etc. AuthZ and AuthN AuthZ and AuthN UoS Government Agencies Commercial Organisations Other Universities (UK and Intl) Source Code Repository Source Code in Development Key Existing Service External Service New Service DMPOnline Data Management Plan Creation Research Data Support Service Website Guidance Before Project Catalogue
  • 43. Client Device Windows PC, Mac, Linux iOS, Android Online Storage ££ Nearline Storage £ UoS Data RepositoryUoS Institutional Repository DOI Proxy Service Research Data Consumer Data Repository Harvester USDR AdministratorFederated Identity Provider OAI-PMH Interface Research Data Storage Service File Synchronisation Web-based Access Researchers and Collaborators Online Storage ££ File Sync Client DOI Minting Service ORCID Validation External preservation services e.g. CLOCKSS Archive? Web Browser Other Interfaces? Research Project Collaboration Space Project Landing Page Document Collaboration (Async) Real-Time Collaborative Editing Web Conferencing Wiki, Blog Backup £ Metadata Standards Deposit Data External Data Repositories During Project End of Project ISDADS (UoS) Directory UK Access Management Federation Other IdP – Google, Office 365, Facebook, LinkedIn, etc. AuthZ and AuthN AuthZ and AuthN UoS Government Agencies Commercial Organisations Other Universities (UK and Intl) Source Code Repository Source Code in Development Key Existing Service External Service New Service Solution Options 1.  Syncplicity – on-premise or hosted 2.  MS OneDrive for Business – on- premise or hosted 3.  Janet File Sync & Share Framework supplier e.g. Box 4.  Cloud Service with Linux client support e.g. Dropbox 5.  FOSS solution e.g. Dropoff 1.  SharePoint/Office 365 2.  Lync or Jabber for real time video/audio 3.  Figshare 4.  Formalise use of commonly used Cloud services e.g. Google Docs/Hangouts Strategic option to develop ‘Community Portal’ platform, adding DB, Big Data, Visualisation, etc. 1.  GitHub Enterprise 2.  Mercurial with web front-end 3.  MS TFS on Azure 4.  etc. 1.  Another backup product/license 2.  Distributed replication rather than traditional backup 1.  Figshare – cloud or on-premise 2.  Existing repository (FOSS or COTS) e.g. Eprints, Dspace 3.  SharePoint with bespoke development 4.  Shared Service/Partner with another HEI 5.  Other CMS e.g. TikiWiki CMS used by the BBC 1.  EMC isilon scale-out NAS with Smartdedupe and Smartpools 2.  Amazon S3 3.  MS Azure 1.  EMC Isilon 2.  Amazon S3 3.  MS Azure 1.  Nothing if online storage is cheap enough 2.  EMC Isilon (with Smartpools) 3.  Arkivum – cloud or on-premise 4.  Amazon Glacier 1.  Federation Services 2.  Avoid through developing Accman self-service provisioning
  • 45. •  Compliance with EPSRC expectations •  Enables research data publishing •  Facilitates discoverability and re-use of data •  Ability to control access to sensitive data •  Support for diverse file formats •  Large file upload limit •  DataCite integration •  Arkivum integration •  Simple curation workflow Why Figshare?
  • 46. Data Publication Process Publication+ Process Existing+Meta+Data+ inc+DOI Add+Public+ Research+Data+to+ Meta+Data+Record Full+Research+Data+ Openly+Accessible Add+DOI+to+article Add+DOI+to+&+write+up++ Data+Access+Statement Discoverable+ Data End Yes No Yes No Yes No RDM.BP06:*Research*Publication*Process + Closed Embargoed Externally+Hosted Define+Date+Range Upload+Data Flag+as+Closed+ Upload+Data End End Create+Meta+Data+Only Create+Meta+Data+ inc+Reserve+DOI Yes Figshare*Boundary* Externally+ Hosted+Data Backed+up+to+ Arkivum Backed+up+to+ Arkivum Provide+Link+to+ External+Data Meta+Data+ Only Yes No Embargo+ Ends Publicly+Available+Data Unavailable+(to+Public)+ Data Yes No End Unavailable+(to+Public)+ Data
  • 47.
  • 48. RDM Support Service www.salford.ac.uk/rdm Enquiry Service E: researchdata@salford.ac.uk P: 0161 295 6707 @OpenDataSalford
  • 49. •  Strong support from Senior Management •  Excellent Researcher engagement and culture change •  Bringing together skills and expertise from across the university •  Good vendor engagement –  Responsive and flexible to changing user needs –  Knowledgeable –  Supportive •  Positive initial response to the new service Our Experience
  • 50. •  Pilot Research Data Management Service •  Evaluate and develop business case for scaling service up and rolling it out across the University •  Learning, developing, growing! •  New territory for the University but an exciting opportunity Next steps
  • 51. Work smart. Discover more. Supported by Thank you for your time! t.bucknell@digital-science.com! @figshare! http://www.figshare.com!