SlideShare a Scribd company logo
1 of 30
Download to read offline
The	
  Fractured	
  Lab	
  Notebook	
  
	
  
Undergraduates	
  are	
  	
  
not	
  learning	
  ecological	
  data	
  management	
  	
  
at	
  top	
  US	
  institutions	
  
	
  
Carly	
  Strasser	
  |	
  @carlystrasser	
  
California	
  Digital	
  Library	
  
&	
  
Stephanie	
  Hampton	
  
National	
  Center	
  for	
  Ecological	
  Analysis	
  &	
  Synthesis	
  
ESA	
  2013	
  
Why	
  don’t	
  people	
  
share	
  data?	
  
Is	
  data	
  management	
  
being	
  taught?	
  
Do	
  attitudes	
  about	
  
sharing	
  differ	
  
among	
  disciplines?	
  
What	
  role	
  can	
  
libraries	
  play	
  in	
  
data	
  education?	
  
How	
  can	
  we	
  promote	
  storing	
  
data	
  in	
  repositories?	
  
What	
  barriers	
  to	
  sharing	
  
can	
  we	
  eliminate?	
  
NSF	
  funded	
  DataNet	
  Project	
  
Office	
  of	
  Cyberinfrastructure	
  
Back in the day…
Da	
  Vinci	
  
Curie	
  
Newton	
  
classicalschool.blogspot.com	
  
Darwin	
  
Digital	
  data	
  
From	
  Flickr	
  by	
  Flickmor	
  
From	
  Flickr	
  by	
  US	
  Army	
  Environmental	
  Command	
  
From	
  Flickr	
  by	
  	
  DW0825	
  
C.	
  Strasser	
  
Courtesey	
  of	
  WHOI	
  
From	
  Flickr	
  by	
  	
  deltaMike	
  
Digital	
  data	
  
+	
  	
  
Complex	
  
workflows	
  
From	
  Flickr	
  by	
  ~Minnea~	
  
Data	
  management	
  
Documentation	
  
Reproducibility	
  
THE
TRUTH
Data	
  management	
  
Metadata	
  
Data	
  repositories	
  
Sharing	
  data	
  publicly	
  
From	
  sandierpastures.com	
  
YOU NEED TO
KNOW ABOUT
From	
  Flickr	
  by	
  hyperion327	
  
From	
  Flickr	
  by	
  Redden-­‐McAllister	
  
From	
  Flickr	
  by	
  iowa_spirit_walker	
  
•  Cost	
  
•  Confusion	
  about	
  
standards	
  
•  Lack	
  of	
  training	
  
•  Fear	
  of	
  lost	
  rights	
  or	
  
benefits	
  
•  No	
  incentives	
  
Are	
  	
  
ecologists	
  	
  
Are	
  	
  
ecology	
  grad	
  students	
  
Are	
  soon-­‐to-­‐be	
  	
  
ecology	
  grad	
  students	
  	
  
learning	
  about	
  data	
  
management?	
  
From	
  Flickr	
  by	
  hyperion327	
  
~5,000	
  
Research	
  
Universities	
  
Graduate	
  
Research	
  
Fellowships	
  	
  
	
  
2006-­‐2010	
  
recipients	
  for	
  
life	
  sciences	
  
	
  
Baccalaureate/
Arts	
  &	
  Sciences	
  	
  
Institutions	
  
Amherst	
  College	
  	
  
Bowdoin	
  College	
  	
  
Brown	
  University	
  	
  
Carleton	
  College	
  	
  
Colorado	
  College	
  	
  
Colorado	
  State	
  University	
  	
  
Columbia	
  University	
  	
  
Cornell	
  University	
  	
  
Dartmouth	
  College	
  	
  
Duke	
  University	
  	
  
Emory	
  University	
  	
  
Evergreen	
  State	
  College	
  	
  
Grinnell	
  College	
  	
  
Harvard	
  University	
  	
  
Indiana	
  University	
  	
  
	
  (Bloomington)	
  	
  
Lewis	
  and	
  Clark	
  College	
  	
  
Michigan	
  State	
  University	
  	
  
Middlebury	
  College	
  	
  
Oberlin	
  College	
  	
  
Oregon	
  State	
  University	
  	
  
Princeton	
  University	
  	
  
Purdue	
  University	
  	
  
Rice	
  University	
  	
  
San	
  Diego	
  State	
  University	
  	
  
Stanford	
  University	
  	
  
Swarthmore	
  College	
  	
  
University	
  of	
  Arizona	
  	
  
UC	
  Berkeley	
  	
  
UC	
  Davis	
  
UC	
  Irvine	
  	
  
UC	
  Riverside	
  	
  
UC	
  Santa	
  Barbara	
  	
  
UC	
  Santa	
  Cruz	
  	
  
University	
  of	
  Chicago	
  	
  
University	
  of	
  Colorado	
  
University	
  of	
  Florida	
  	
  
University	
  of	
  Georgia	
  
University	
  of	
  Idaho	
  	
  
University	
  of	
  Illinois	
  
	
  Urbana-­‐Champaign	
  	
  
University	
  of	
  Kansas	
  
	
  University	
  of	
  Maryland	
  	
  
University	
  of	
  Michigan	
  	
  
University	
  of	
  Minnesota	
  	
  
University	
  of	
  Montana	
  	
  
University	
  of	
  New	
  Mexico	
  	
  
University	
  of	
  Southern	
  
California	
  	
  
University	
  of	
  Texas	
  Austin	
  	
  
Utah	
  State	
  University	
  	
  
Washington	
  University	
   	
  
	
   	
  in	
  St.	
  Louis	
  	
  
Williams	
  College	
  	
  
Yale	
  University	
  	
  
Research	
  
University	
  
	
  
BAS	
  Institution	
  
Asked	
  
ecology	
  
instructors:	
  
Institution?	
  
Program?	
  
Course?	
  
Lab?	
  
Students?	
  
You?	
  
0%	
  
20%	
  
40%	
  
60%	
  
80%	
  
100%	
  
BAS	
   RU	
  
Not	
  
science	
  
1-­‐2	
  yr	
  
science	
  
3-­‐4	
  yr	
  
science	
  
grad	
  
Student	
  Makeup	
  
0	
  
20	
  
40	
  
60	
  
80	
  
100	
  
120	
  
Notebook	
  
required	
  
NB	
  assessed	
  
for	
  DM	
  
Data	
  Used	
   Workflow	
  
assessed	
  
BAS	
  
RU	
  
Course	
  Characteristics	
  
Quality	
  control	
  and	
  quality	
  assurance	
  
The	
  proper	
  way	
  to	
  name	
  computer	
  files	
  
Types	
  of	
  files	
  and	
  software	
  to	
  use	
  
Metadata	
  generation	
  	
  
Protecting	
  data	
  
Databases	
  and	
  data	
  archiving	
  
Data	
  re-­‐use	
  
Meta-­‐analysis	
  
Data	
  sharing	
  
Reproducibility	
  
Notebook	
  protocols	
  (lab	
  or	
  field)	
  
Workflows	
  
	
  
0	
  
10	
  
20	
  
30	
  
40	
  
50	
  
60	
  
70	
  
BAS	
  
RU	
  
In	
  Curriculum/Assessed?	
  
0%	
  
20%	
  
40%	
  
60%	
  
80%	
  
100%	
  
How	
  Important	
  Is	
  It?	
  
Not	
  at	
  all	
  
Extremely	
  
0	
  
10	
  
20	
  
30	
  
40	
  
50	
  
2.0	
   2.5	
   3.0	
   3.5	
   4.0	
  
%	
  Courses	
  
that	
  cover	
  
topic	
  
Average	
  importance	
  
Why	
  Not?	
  
%	
  with	
  response	
  
0	
   10	
   20	
   30	
   40	
   50	
   60	
   70	
  
Time	
  
Not	
  appropriate	
  
Covered	
  in	
  lab	
  
Students	
  not	
  prepared	
  
Funding	
  
Class	
  too	
  big	
  
Instructor	
  not	
  prepared	
  
Covered	
  elsewhere	
  
Solutions?	
  
Make	
  time	
  
Teach	
  thyself	
  
Use	
  tools	
  
From	
  Flickr	
  by	
  Joe	
  Crimmings	
  Photography	
  
1.  Maximize	
  free	
  public	
  access	
  
2.  Ensure	
  researchers	
  create	
  data	
  
management	
  plans	
  
3.  Allow	
  costs	
  for	
  data	
  preservation	
  and	
  
access	
  in	
  proposal	
  budgets	
  
4.  Ensure	
  evaluation	
  of	
  data	
  management	
  
plan	
  merits	
  
5.  Ensure	
  researchers	
  comply	
  with	
  their	
  data	
  
management	
  plans	
  
6.  Promote	
  data	
  deposition	
  into	
  public	
  
repositories	
  
7.  Develop	
  approaches	
  for	
  identification	
  and	
  
attribution	
  of	
  datasets	
  
8.  Educate	
  folks	
  about	
  data	
  stewardship	
  
datapub.cdlib.org	
  Teach	
  Thyself	
  
DCXL	
  blog:	
  dcxl.cdlib.org	
  
carlystrasser.net	
  
dataone.org	
  
Teach	
  Thyself	
  
Step-­‐by-­‐step	
  wizard	
  for	
  generating	
  DMP	
  
Create	
  |	
  edit	
  |	
  re-­‐use	
  |	
  share	
  |	
  save	
  |	
  generate	
  	
  
Open	
  to	
  community	
  	
  
dmptool.org	
  	
  	
  	
  	
  	
  	
  	
  	
  
Use	
  Tools	
  
•  Data	
  Education	
  Tutorials	
  
•  Database	
  of	
  best	
  practices	
  	
  &	
  
software	
  tools	
  
•  Primer	
  on	
  data	
  management	
  
•  Investigator	
  Toolkit	
  
www.dataone.org	
  Use	
  Tools	
  
•  Best	
  practices	
  check	
  
•  Create	
  metadata	
  
•  Get	
  identifier	
  
•  Post	
  to	
  repository	
  
dataup.cdlib.org	
  Use	
  Tools	
  
carlystrasser.net	
  
My	
  website	
  
Email	
  me	
  
Tweet	
  me	
  
My	
  slides	
  
carlystrasser.net	
  
carlystrasser@gmail.com	
  
@carlystrasser	
  	
  
slideshare.net/carlystrasser	
  

More Related Content

What's hot

No more waiting! Tools that work Today to reveal dataset use
No more waiting!  Tools that work Today to reveal dataset useNo more waiting!  Tools that work Today to reveal dataset use
No more waiting! Tools that work Today to reveal dataset useHeather Piwowar
 
Metadata & Data Curation Services by Thu-Mai Christian
Metadata & Data Curation Services by Thu-Mai ChristianMetadata & Data Curation Services by Thu-Mai Christian
Metadata & Data Curation Services by Thu-Mai Christiandatascienceiqss
 
Re tooling for data management-support
Re tooling for data management-supportRe tooling for data management-support
Re tooling for data management-supportSherry Lake
 
The Data Management Ecosystem
The Data Management EcosystemThe Data Management Ecosystem
The Data Management EcosystemJohn Kunze
 
RDAP13 Elizabeth Moss: The impact of data reuse
RDAP13 Elizabeth Moss: The impact of data reuseRDAP13 Elizabeth Moss: The impact of data reuse
RDAP13 Elizabeth Moss: The impact of data reuseASIS&T
 
Lake us-canada policesupdate
Lake us-canada policesupdateLake us-canada policesupdate
Lake us-canada policesupdateSherry Lake
 
Data Publishing Models by Sünje Dallmeier-Tiessen
Data Publishing Models by Sünje Dallmeier-TiessenData Publishing Models by Sünje Dallmeier-Tiessen
Data Publishing Models by Sünje Dallmeier-Tiessendatascienceiqss
 
ESA Ignite talk on UC3 Dash platform for data sharing
ESA Ignite talk on UC3 Dash platform for data sharingESA Ignite talk on UC3 Dash platform for data sharing
ESA Ignite talk on UC3 Dash platform for data sharingCarly Strasser
 
Preservation of Research Data: Dataverse / Archivematica Integration by Allan...
Preservation of Research Data: Dataverse / Archivematica Integration by Allan...Preservation of Research Data: Dataverse / Archivematica Integration by Allan...
Preservation of Research Data: Dataverse / Archivematica Integration by Allan...datascienceiqss
 
SLIDES | 12 time-saving tips for research support
SLIDES | 12 time-saving tips for research supportSLIDES | 12 time-saving tips for research support
SLIDES | 12 time-saving tips for research supportLibrary_Connect
 
DMPTool Webinar Series 1: Introduction to DMPTool
DMPTool Webinar Series 1: Introduction to DMPTool DMPTool Webinar Series 1: Introduction to DMPTool
DMPTool Webinar Series 1: Introduction to DMPTool Carly Strasser
 
NSF Data Management Plan Case Study: UVa’s Response.
NSF Data Management Plan Case Study:  UVa’s Response.NSF Data Management Plan Case Study:  UVa’s Response.
NSF Data Management Plan Case Study: UVa’s Response.Andrew Sallans
 
Data Stewardship for SPATIAL/IsoCamp 2014
Data Stewardship for SPATIAL/IsoCamp 2014Data Stewardship for SPATIAL/IsoCamp 2014
Data Stewardship for SPATIAL/IsoCamp 2014Carly Strasser
 

What's hot (20)

No more waiting! Tools that work Today to reveal dataset use
No more waiting!  Tools that work Today to reveal dataset useNo more waiting!  Tools that work Today to reveal dataset use
No more waiting! Tools that work Today to reveal dataset use
 
Metadata & Data Curation Services by Thu-Mai Christian
Metadata & Data Curation Services by Thu-Mai ChristianMetadata & Data Curation Services by Thu-Mai Christian
Metadata & Data Curation Services by Thu-Mai Christian
 
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
 
Re tooling for data management-support
Re tooling for data management-supportRe tooling for data management-support
Re tooling for data management-support
 
The Data Management Ecosystem
The Data Management EcosystemThe Data Management Ecosystem
The Data Management Ecosystem
 
RDAP13 Elizabeth Moss: The impact of data reuse
RDAP13 Elizabeth Moss: The impact of data reuseRDAP13 Elizabeth Moss: The impact of data reuse
RDAP13 Elizabeth Moss: The impact of data reuse
 
Lake us-canada policesupdate
Lake us-canada policesupdateLake us-canada policesupdate
Lake us-canada policesupdate
 
Data Publishing Models by Sünje Dallmeier-Tiessen
Data Publishing Models by Sünje Dallmeier-TiessenData Publishing Models by Sünje Dallmeier-Tiessen
Data Publishing Models by Sünje Dallmeier-Tiessen
 
ESA Ignite talk on UC3 Dash platform for data sharing
ESA Ignite talk on UC3 Dash platform for data sharingESA Ignite talk on UC3 Dash platform for data sharing
ESA Ignite talk on UC3 Dash platform for data sharing
 
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
 
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
 
Preservation of Research Data: Dataverse / Archivematica Integration by Allan...
Preservation of Research Data: Dataverse / Archivematica Integration by Allan...Preservation of Research Data: Dataverse / Archivematica Integration by Allan...
Preservation of Research Data: Dataverse / Archivematica Integration by Allan...
 
SLIDES | 12 time-saving tips for research support
SLIDES | 12 time-saving tips for research supportSLIDES | 12 time-saving tips for research support
SLIDES | 12 time-saving tips for research support
 
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
 
Ucmp 20150407
Ucmp 20150407Ucmp 20150407
Ucmp 20150407
 
DMPTool Webinar Series 1: Introduction to DMPTool
DMPTool Webinar Series 1: Introduction to DMPTool DMPTool Webinar Series 1: Introduction to DMPTool
DMPTool Webinar Series 1: Introduction to DMPTool
 
NSF Data Management Plan Case Study: UVa’s Response.
NSF Data Management Plan Case Study:  UVa’s Response.NSF Data Management Plan Case Study:  UVa’s Response.
NSF Data Management Plan Case Study: UVa’s Response.
 
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
 
Data Stewardship for SPATIAL/IsoCamp 2014
Data Stewardship for SPATIAL/IsoCamp 2014Data Stewardship for SPATIAL/IsoCamp 2014
Data Stewardship for SPATIAL/IsoCamp 2014
 
DMPTool webinar 2011-10-19
DMPTool webinar 2011-10-19DMPTool webinar 2011-10-19
DMPTool webinar 2011-10-19
 

Similar to "Undergrad ecologists aren't learning data management" - ESA 2013

Learning Analytics - CET Seminar 2012
Learning Analytics - CET Seminar 2012Learning Analytics - CET Seminar 2012
Learning Analytics - CET Seminar 2012Andrew Deacon
 
Learning Analytics - L&D Community of Practice 2012
Learning Analytics - L&D Community of Practice 2012Learning Analytics - L&D Community of Practice 2012
Learning Analytics - L&D Community of Practice 2012Andrew Deacon
 
Lake dmp tool_i_conference
Lake dmp tool_i_conferenceLake dmp tool_i_conference
Lake dmp tool_i_conferenceSherry Lake
 
Dmp tool presentation
Dmp tool presentationDmp tool presentation
Dmp tool presentationSherry Lake
 
Visualising activity in learning networks using open data and educational ...
Visualising activity in learning networks   using open data and educational  ...Visualising activity in learning networks   using open data and educational  ...
Visualising activity in learning networks using open data and educational ...Michael Paskevicius
 
Social Networks: Analysing relationships in learning communities
Social Networks: Analysing relationships in learning communitiesSocial Networks: Analysing relationships in learning communities
Social Networks: Analysing relationships in learning communitiesAndrew Deacon
 
Learning Analytics: Seeking new insights from educational data
Learning Analytics: Seeking new insights from educational dataLearning Analytics: Seeking new insights from educational data
Learning Analytics: Seeking new insights from educational dataAndrew Deacon
 
Fsci 2018 monday30_july_am6
Fsci 2018 monday30_july_am6Fsci 2018 monday30_july_am6
Fsci 2018 monday30_july_am6ARDC
 
RDAP14: Collaboration and tension between institutions and units providing da...
RDAP14: Collaboration and tension between institutions and units providing da...RDAP14: Collaboration and tension between institutions and units providing da...
RDAP14: Collaboration and tension between institutions and units providing da...ASIS&T
 
DataONE Education Module 02: Data Sharing
DataONE Education Module 02: Data SharingDataONE Education Module 02: Data Sharing
DataONE Education Module 02: Data SharingDataONE
 
Online Information Literacy Training: Recipe for Success
Online Information Literacy Training: Recipe for SuccessOnline Information Literacy Training: Recipe for Success
Online Information Literacy Training: Recipe for SuccessShannon D. Jones
 
A Big Picture in Research Data Management
A Big Picture in Research Data ManagementA Big Picture in Research Data Management
A Big Picture in Research Data ManagementCarole Goble
 
Researchers Roadmaps Roles Reality Checks
Researchers Roadmaps Roles Reality ChecksResearchers Roadmaps Roles Reality Checks
Researchers Roadmaps Roles Reality ChecksJohn MacColl
 
RDAP 16: Building the Research Data Community of Practice
RDAP 16: Building the Research Data Community of PracticeRDAP 16: Building the Research Data Community of Practice
RDAP 16: Building the Research Data Community of PracticeASIS&T
 
DMPTool Webinar 8: Data Curation Profiles and the DMPTool (presented by Jake ...
DMPTool Webinar 8: Data Curation Profiles and the DMPTool (presented by Jake ...DMPTool Webinar 8: Data Curation Profiles and the DMPTool (presented by Jake ...
DMPTool Webinar 8: Data Curation Profiles and the DMPTool (presented by Jake ...University of California Curation Center
 
Poster RDAP13: Data information literacy multiple paths to a single goal
Poster RDAP13: Data information literacy multiple paths to a single goalPoster RDAP13: Data information literacy multiple paths to a single goal
Poster RDAP13: Data information literacy multiple paths to a single goalASIS&T
 
Designing and delivering an international MOOC on Research Data Management an...
Designing and delivering an international MOOC on Research Data Management an...Designing and delivering an international MOOC on Research Data Management an...
Designing and delivering an international MOOC on Research Data Management an...Robin Rice
 
Creation, Transformation, Dissemination and Preservation: Advocating for Scho...
Creation, Transformation, Dissemination and Preservation: Advocating for Scho...Creation, Transformation, Dissemination and Preservation: Advocating for Scho...
Creation, Transformation, Dissemination and Preservation: Advocating for Scho...NASIG
 
Student Activity Hub community Meeting 10-25-2017
Student Activity Hub community Meeting 10-25-2017Student Activity Hub community Meeting 10-25-2017
Student Activity Hub community Meeting 10-25-2017Brett Pollak
 
Seo state of the union 2015
Seo state of the union 2015Seo state of the union 2015
Seo state of the union 2015Brian Turner
 

Similar to "Undergrad ecologists aren't learning data management" - ESA 2013 (20)

Learning Analytics - CET Seminar 2012
Learning Analytics - CET Seminar 2012Learning Analytics - CET Seminar 2012
Learning Analytics - CET Seminar 2012
 
Learning Analytics - L&D Community of Practice 2012
Learning Analytics - L&D Community of Practice 2012Learning Analytics - L&D Community of Practice 2012
Learning Analytics - L&D Community of Practice 2012
 
Lake dmp tool_i_conference
Lake dmp tool_i_conferenceLake dmp tool_i_conference
Lake dmp tool_i_conference
 
Dmp tool presentation
Dmp tool presentationDmp tool presentation
Dmp tool presentation
 
Visualising activity in learning networks using open data and educational ...
Visualising activity in learning networks   using open data and educational  ...Visualising activity in learning networks   using open data and educational  ...
Visualising activity in learning networks using open data and educational ...
 
Social Networks: Analysing relationships in learning communities
Social Networks: Analysing relationships in learning communitiesSocial Networks: Analysing relationships in learning communities
Social Networks: Analysing relationships in learning communities
 
Learning Analytics: Seeking new insights from educational data
Learning Analytics: Seeking new insights from educational dataLearning Analytics: Seeking new insights from educational data
Learning Analytics: Seeking new insights from educational data
 
Fsci 2018 monday30_july_am6
Fsci 2018 monday30_july_am6Fsci 2018 monday30_july_am6
Fsci 2018 monday30_july_am6
 
RDAP14: Collaboration and tension between institutions and units providing da...
RDAP14: Collaboration and tension between institutions and units providing da...RDAP14: Collaboration and tension between institutions and units providing da...
RDAP14: Collaboration and tension between institutions and units providing da...
 
DataONE Education Module 02: Data Sharing
DataONE Education Module 02: Data SharingDataONE Education Module 02: Data Sharing
DataONE Education Module 02: Data Sharing
 
Online Information Literacy Training: Recipe for Success
Online Information Literacy Training: Recipe for SuccessOnline Information Literacy Training: Recipe for Success
Online Information Literacy Training: Recipe for Success
 
A Big Picture in Research Data Management
A Big Picture in Research Data ManagementA Big Picture in Research Data Management
A Big Picture in Research Data Management
 
Researchers Roadmaps Roles Reality Checks
Researchers Roadmaps Roles Reality ChecksResearchers Roadmaps Roles Reality Checks
Researchers Roadmaps Roles Reality Checks
 
RDAP 16: Building the Research Data Community of Practice
RDAP 16: Building the Research Data Community of PracticeRDAP 16: Building the Research Data Community of Practice
RDAP 16: Building the Research Data Community of Practice
 
DMPTool Webinar 8: Data Curation Profiles and the DMPTool (presented by Jake ...
DMPTool Webinar 8: Data Curation Profiles and the DMPTool (presented by Jake ...DMPTool Webinar 8: Data Curation Profiles and the DMPTool (presented by Jake ...
DMPTool Webinar 8: Data Curation Profiles and the DMPTool (presented by Jake ...
 
Poster RDAP13: Data information literacy multiple paths to a single goal
Poster RDAP13: Data information literacy multiple paths to a single goalPoster RDAP13: Data information literacy multiple paths to a single goal
Poster RDAP13: Data information literacy multiple paths to a single goal
 
Designing and delivering an international MOOC on Research Data Management an...
Designing and delivering an international MOOC on Research Data Management an...Designing and delivering an international MOOC on Research Data Management an...
Designing and delivering an international MOOC on Research Data Management an...
 
Creation, Transformation, Dissemination and Preservation: Advocating for Scho...
Creation, Transformation, Dissemination and Preservation: Advocating for Scho...Creation, Transformation, Dissemination and Preservation: Advocating for Scho...
Creation, Transformation, Dissemination and Preservation: Advocating for Scho...
 
Student Activity Hub community Meeting 10-25-2017
Student Activity Hub community Meeting 10-25-2017Student Activity Hub community Meeting 10-25-2017
Student Activity Hub community Meeting 10-25-2017
 
Seo state of the union 2015
Seo state of the union 2015Seo state of the union 2015
Seo state of the union 2015
 

More from Carly Strasser

Funders and Publishers: Agents of Change
Funders and Publishers: Agents of ChangeFunders and Publishers: Agents of Change
Funders and Publishers: Agents of ChangeCarly Strasser
 
AIBS Bioinformatics Workforce Needs Workshop, Dec 2015
AIBS Bioinformatics Workforce Needs Workshop, Dec 2015AIBS Bioinformatics Workforce Needs Workshop, Dec 2015
AIBS Bioinformatics Workforce Needs Workshop, Dec 2015Carly Strasser
 
Data Matters for AGU Early Career Conference
Data Matters for AGU Early Career ConferenceData Matters for AGU Early Career Conference
Data Matters for AGU Early Career ConferenceCarly Strasser
 
CDL Tools for DataCite 2014
CDL Tools for DataCite 2014CDL Tools for DataCite 2014
CDL Tools for DataCite 2014Carly Strasser
 
ESA Ignite talk on quality control for data
ESA Ignite talk on quality control for dataESA Ignite talk on quality control for data
ESA Ignite talk on quality control for dataCarly Strasser
 
Data publication and Citation for CLIR postdoc seminar
Data publication and Citation for CLIR postdoc seminarData publication and Citation for CLIR postdoc seminar
Data publication and Citation for CLIR postdoc seminarCarly Strasser
 
Libraries & Research Data Management for CO Alliance of Resrch Libraries
Libraries & Research Data Management for CO Alliance of Resrch LibrariesLibraries & Research Data Management for CO Alliance of Resrch Libraries
Libraries & Research Data Management for CO Alliance of Resrch LibrariesCarly Strasser
 
Open Science for Australian Institute of Marine Science Workshop
Open Science for Australian Institute of Marine Science WorkshopOpen Science for Australian Institute of Marine Science Workshop
Open Science for Australian Institute of Marine Science WorkshopCarly Strasser
 
Research Life Cycle for GeoData 2014
Research Life Cycle for GeoData 2014Research Life Cycle for GeoData 2014
Research Life Cycle for GeoData 2014Carly Strasser
 
Data management overview and UC3 tools for IASSIST 2014
Data management overview and UC3 tools for IASSIST 2014Data management overview and UC3 tools for IASSIST 2014
Data management overview and UC3 tools for IASSIST 2014Carly Strasser
 
DMPTool for UMass eScience Symposium
DMPTool for UMass eScience SymposiumDMPTool for UMass eScience Symposium
DMPTool for UMass eScience SymposiumCarly Strasser
 
DMPTool 2.0 for #IDCC14
DMPTool 2.0 for #IDCC14DMPTool 2.0 for #IDCC14
DMPTool 2.0 for #IDCC14Carly Strasser
 
Data Publication at CDL for IDCC14
Data Publication at CDL for IDCC14Data Publication at CDL for IDCC14
Data Publication at CDL for IDCC14Carly Strasser
 
Data Publication for UC Davis Publish or Perish
Data Publication for UC Davis Publish or PerishData Publication for UC Davis Publish or Perish
Data Publication for UC Davis Publish or PerishCarly Strasser
 
DMPTool for IMLS #WebWise14
DMPTool for IMLS #WebWise14DMPTool for IMLS #WebWise14
DMPTool for IMLS #WebWise14Carly Strasser
 
Bren - UCSB - Spooky spreadsheets
Bren - UCSB - Spooky spreadsheetsBren - UCSB - Spooky spreadsheets
Bren - UCSB - Spooky spreadsheetsCarly Strasser
 
Cal Poly - An Overview of Open Science
Cal Poly - An Overview of Open ScienceCal Poly - An Overview of Open Science
Cal Poly - An Overview of Open ScienceCarly Strasser
 
Cal Poly - Data Management: Who knew it was a hot topic?
Cal Poly - Data Management: Who knew it was a hot topic?Cal Poly - Data Management: Who knew it was a hot topic?
Cal Poly - Data Management: Who knew it was a hot topic?Carly Strasser
 
Cal Poly - Data Management and the DMPTool
Cal Poly - Data Management and the DMPToolCal Poly - Data Management and the DMPTool
Cal Poly - Data Management and the DMPToolCarly Strasser
 

More from Carly Strasser (20)

Funders and Publishers: Agents of Change
Funders and Publishers: Agents of ChangeFunders and Publishers: Agents of Change
Funders and Publishers: Agents of Change
 
AIBS Bioinformatics Workforce Needs Workshop, Dec 2015
AIBS Bioinformatics Workforce Needs Workshop, Dec 2015AIBS Bioinformatics Workforce Needs Workshop, Dec 2015
AIBS Bioinformatics Workforce Needs Workshop, Dec 2015
 
Data Matters for AGU Early Career Conference
Data Matters for AGU Early Career ConferenceData Matters for AGU Early Career Conference
Data Matters for AGU Early Career Conference
 
CDL Tools for DataCite 2014
CDL Tools for DataCite 2014CDL Tools for DataCite 2014
CDL Tools for DataCite 2014
 
ESA Ignite talk on quality control for data
ESA Ignite talk on quality control for dataESA Ignite talk on quality control for data
ESA Ignite talk on quality control for data
 
Data publication and Citation for CLIR postdoc seminar
Data publication and Citation for CLIR postdoc seminarData publication and Citation for CLIR postdoc seminar
Data publication and Citation for CLIR postdoc seminar
 
Libraries & Research Data Management for CO Alliance of Resrch Libraries
Libraries & Research Data Management for CO Alliance of Resrch LibrariesLibraries & Research Data Management for CO Alliance of Resrch Libraries
Libraries & Research Data Management for CO Alliance of Resrch Libraries
 
Open Science for Australian Institute of Marine Science Workshop
Open Science for Australian Institute of Marine Science WorkshopOpen Science for Australian Institute of Marine Science Workshop
Open Science for Australian Institute of Marine Science Workshop
 
Research Life Cycle for GeoData 2014
Research Life Cycle for GeoData 2014Research Life Cycle for GeoData 2014
Research Life Cycle for GeoData 2014
 
Data management overview and UC3 tools for IASSIST 2014
Data management overview and UC3 tools for IASSIST 2014Data management overview and UC3 tools for IASSIST 2014
Data management overview and UC3 tools for IASSIST 2014
 
Dash for IASSIST 2014
Dash for IASSIST 2014Dash for IASSIST 2014
Dash for IASSIST 2014
 
DMPTool for UMass eScience Symposium
DMPTool for UMass eScience SymposiumDMPTool for UMass eScience Symposium
DMPTool for UMass eScience Symposium
 
DMPTool 2.0 for #IDCC14
DMPTool 2.0 for #IDCC14DMPTool 2.0 for #IDCC14
DMPTool 2.0 for #IDCC14
 
Data Publication at CDL for IDCC14
Data Publication at CDL for IDCC14Data Publication at CDL for IDCC14
Data Publication at CDL for IDCC14
 
Data Publication for UC Davis Publish or Perish
Data Publication for UC Davis Publish or PerishData Publication for UC Davis Publish or Perish
Data Publication for UC Davis Publish or Perish
 
DMPTool for IMLS #WebWise14
DMPTool for IMLS #WebWise14DMPTool for IMLS #WebWise14
DMPTool for IMLS #WebWise14
 
Bren - UCSB - Spooky spreadsheets
Bren - UCSB - Spooky spreadsheetsBren - UCSB - Spooky spreadsheets
Bren - UCSB - Spooky spreadsheets
 
Cal Poly - An Overview of Open Science
Cal Poly - An Overview of Open ScienceCal Poly - An Overview of Open Science
Cal Poly - An Overview of Open Science
 
Cal Poly - Data Management: Who knew it was a hot topic?
Cal Poly - Data Management: Who knew it was a hot topic?Cal Poly - Data Management: Who knew it was a hot topic?
Cal Poly - Data Management: Who knew it was a hot topic?
 
Cal Poly - Data Management and the DMPTool
Cal Poly - Data Management and the DMPToolCal Poly - Data Management and the DMPTool
Cal Poly - Data Management and the DMPTool
 

Recently uploaded

The Emergence of Legislative Behavior in the Colombian Congress
The Emergence of Legislative Behavior in the Colombian CongressThe Emergence of Legislative Behavior in the Colombian Congress
The Emergence of Legislative Behavior in the Colombian CongressMaria Paula Aroca
 
DBMSArchitecture_QueryProcessingandOptimization.pdf
DBMSArchitecture_QueryProcessingandOptimization.pdfDBMSArchitecture_QueryProcessingandOptimization.pdf
DBMSArchitecture_QueryProcessingandOptimization.pdfChristalin Nelson
 
Indexing Structures in Database Management system.pdf
Indexing Structures in Database Management system.pdfIndexing Structures in Database Management system.pdf
Indexing Structures in Database Management system.pdfChristalin Nelson
 
4.9.24 School Desegregation in Boston.pptx
4.9.24 School Desegregation in Boston.pptx4.9.24 School Desegregation in Boston.pptx
4.9.24 School Desegregation in Boston.pptxmary850239
 
MS4 level being good citizen -imperative- (1) (1).pdf
MS4 level   being good citizen -imperative- (1) (1).pdfMS4 level   being good citizen -imperative- (1) (1).pdf
MS4 level being good citizen -imperative- (1) (1).pdfMr Bounab Samir
 
An Overview of the Calendar App in Odoo 17 ERP
An Overview of the Calendar App in Odoo 17 ERPAn Overview of the Calendar App in Odoo 17 ERP
An Overview of the Calendar App in Odoo 17 ERPCeline George
 
Shark introduction Morphology and its behaviour characteristics
Shark introduction Morphology and its behaviour characteristicsShark introduction Morphology and its behaviour characteristics
Shark introduction Morphology and its behaviour characteristicsArubSultan
 
Mythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWMythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWQuiz Club NITW
 
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Association for Project Management
 
PART 1 - CHAPTER 1 - CELL THE FUNDAMENTAL UNIT OF LIFE
PART 1 - CHAPTER 1 - CELL THE FUNDAMENTAL UNIT OF LIFEPART 1 - CHAPTER 1 - CELL THE FUNDAMENTAL UNIT OF LIFE
PART 1 - CHAPTER 1 - CELL THE FUNDAMENTAL UNIT OF LIFEMISSRITIMABIOLOGYEXP
 
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...Nguyen Thanh Tu Collection
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptxmary850239
 
How to Uninstall a Module in Odoo 17 Using Command Line
How to Uninstall a Module in Odoo 17 Using Command LineHow to Uninstall a Module in Odoo 17 Using Command Line
How to Uninstall a Module in Odoo 17 Using Command LineCeline George
 
6 ways Samsung’s Interactive Display powered by Android changes the classroom
6 ways Samsung’s Interactive Display powered by Android changes the classroom6 ways Samsung’s Interactive Display powered by Android changes the classroom
6 ways Samsung’s Interactive Display powered by Android changes the classroomSamsung Business USA
 
Scientific Writing :Research Discourse
Scientific  Writing :Research  DiscourseScientific  Writing :Research  Discourse
Scientific Writing :Research DiscourseAnita GoswamiGiri
 

Recently uploaded (20)

The Emergence of Legislative Behavior in the Colombian Congress
The Emergence of Legislative Behavior in the Colombian CongressThe Emergence of Legislative Behavior in the Colombian Congress
The Emergence of Legislative Behavior in the Colombian Congress
 
CARNAVAL COM MAGIA E EUFORIA _
CARNAVAL COM MAGIA E EUFORIA            _CARNAVAL COM MAGIA E EUFORIA            _
CARNAVAL COM MAGIA E EUFORIA _
 
DBMSArchitecture_QueryProcessingandOptimization.pdf
DBMSArchitecture_QueryProcessingandOptimization.pdfDBMSArchitecture_QueryProcessingandOptimization.pdf
DBMSArchitecture_QueryProcessingandOptimization.pdf
 
Indexing Structures in Database Management system.pdf
Indexing Structures in Database Management system.pdfIndexing Structures in Database Management system.pdf
Indexing Structures in Database Management system.pdf
 
4.9.24 School Desegregation in Boston.pptx
4.9.24 School Desegregation in Boston.pptx4.9.24 School Desegregation in Boston.pptx
4.9.24 School Desegregation in Boston.pptx
 
MS4 level being good citizen -imperative- (1) (1).pdf
MS4 level   being good citizen -imperative- (1) (1).pdfMS4 level   being good citizen -imperative- (1) (1).pdf
MS4 level being good citizen -imperative- (1) (1).pdf
 
An Overview of the Calendar App in Odoo 17 ERP
An Overview of the Calendar App in Odoo 17 ERPAn Overview of the Calendar App in Odoo 17 ERP
An Overview of the Calendar App in Odoo 17 ERP
 
Shark introduction Morphology and its behaviour characteristics
Shark introduction Morphology and its behaviour characteristicsShark introduction Morphology and its behaviour characteristics
Shark introduction Morphology and its behaviour characteristics
 
Mythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWMythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITW
 
Introduction to Research ,Need for research, Need for design of Experiments, ...
Introduction to Research ,Need for research, Need for design of Experiments, ...Introduction to Research ,Need for research, Need for design of Experiments, ...
Introduction to Research ,Need for research, Need for design of Experiments, ...
 
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
 
PART 1 - CHAPTER 1 - CELL THE FUNDAMENTAL UNIT OF LIFE
PART 1 - CHAPTER 1 - CELL THE FUNDAMENTAL UNIT OF LIFEPART 1 - CHAPTER 1 - CELL THE FUNDAMENTAL UNIT OF LIFE
PART 1 - CHAPTER 1 - CELL THE FUNDAMENTAL UNIT OF LIFE
 
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 - I-LEARN SMART WORLD - CẢ NĂM - CÓ FILE NGHE (BẢN...
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx
 
Mattingly "AI & Prompt Design" - Introduction to Machine Learning"
Mattingly "AI & Prompt Design" - Introduction to Machine Learning"Mattingly "AI & Prompt Design" - Introduction to Machine Learning"
Mattingly "AI & Prompt Design" - Introduction to Machine Learning"
 
prashanth updated resume 2024 for Teaching Profession
prashanth updated resume 2024 for Teaching Professionprashanth updated resume 2024 for Teaching Profession
prashanth updated resume 2024 for Teaching Profession
 
How to Uninstall a Module in Odoo 17 Using Command Line
How to Uninstall a Module in Odoo 17 Using Command LineHow to Uninstall a Module in Odoo 17 Using Command Line
How to Uninstall a Module in Odoo 17 Using Command Line
 
6 ways Samsung’s Interactive Display powered by Android changes the classroom
6 ways Samsung’s Interactive Display powered by Android changes the classroom6 ways Samsung’s Interactive Display powered by Android changes the classroom
6 ways Samsung’s Interactive Display powered by Android changes the classroom
 
Chi-Square Test Non Parametric Test Categorical Variable
Chi-Square Test Non Parametric Test Categorical VariableChi-Square Test Non Parametric Test Categorical Variable
Chi-Square Test Non Parametric Test Categorical Variable
 
Scientific Writing :Research Discourse
Scientific  Writing :Research  DiscourseScientific  Writing :Research  Discourse
Scientific Writing :Research Discourse
 

"Undergrad ecologists aren't learning data management" - ESA 2013

  • 1. The  Fractured  Lab  Notebook     Undergraduates  are     not  learning  ecological  data  management     at  top  US  institutions     Carly  Strasser  |  @carlystrasser   California  Digital  Library   &   Stephanie  Hampton   National  Center  for  Ecological  Analysis  &  Synthesis   ESA  2013  
  • 2. Why  don’t  people   share  data?   Is  data  management   being  taught?   Do  attitudes  about   sharing  differ   among  disciplines?   What  role  can   libraries  play  in   data  education?   How  can  we  promote  storing   data  in  repositories?   What  barriers  to  sharing   can  we  eliminate?   NSF  funded  DataNet  Project   Office  of  Cyberinfrastructure  
  • 3. Back in the day… Da  Vinci   Curie   Newton   classicalschool.blogspot.com   Darwin  
  • 4. Digital  data   From  Flickr  by  Flickmor   From  Flickr  by  US  Army  Environmental  Command   From  Flickr  by    DW0825   C.  Strasser   Courtesey  of  WHOI   From  Flickr  by    deltaMike  
  • 5. Digital  data   +     Complex   workflows  
  • 6. From  Flickr  by  ~Minnea~   Data  management   Documentation   Reproducibility  
  • 7. THE TRUTH Data  management   Metadata   Data  repositories   Sharing  data  publicly   From  sandierpastures.com   YOU NEED TO KNOW ABOUT
  • 8. From  Flickr  by  hyperion327   From  Flickr  by  Redden-­‐McAllister  
  • 9. From  Flickr  by  iowa_spirit_walker   •  Cost   •  Confusion  about   standards   •  Lack  of  training   •  Fear  of  lost  rights  or   benefits   •  No  incentives  
  • 10. Are     ecologists     Are     ecology  grad  students   Are  soon-­‐to-­‐be     ecology  grad  students     learning  about  data   management?  
  • 11. From  Flickr  by  hyperion327   ~5,000  
  • 12. Research   Universities   Graduate   Research   Fellowships       2006-­‐2010   recipients  for   life  sciences     Baccalaureate/ Arts  &  Sciences     Institutions  
  • 13. Amherst  College     Bowdoin  College     Brown  University     Carleton  College     Colorado  College     Colorado  State  University     Columbia  University     Cornell  University     Dartmouth  College     Duke  University     Emory  University     Evergreen  State  College     Grinnell  College     Harvard  University     Indiana  University      (Bloomington)     Lewis  and  Clark  College     Michigan  State  University     Middlebury  College     Oberlin  College     Oregon  State  University     Princeton  University     Purdue  University     Rice  University     San  Diego  State  University     Stanford  University     Swarthmore  College     University  of  Arizona     UC  Berkeley     UC  Davis   UC  Irvine     UC  Riverside     UC  Santa  Barbara     UC  Santa  Cruz     University  of  Chicago     University  of  Colorado   University  of  Florida     University  of  Georgia   University  of  Idaho     University  of  Illinois    Urbana-­‐Champaign     University  of  Kansas    University  of  Maryland     University  of  Michigan     University  of  Minnesota     University  of  Montana     University  of  New  Mexico     University  of  Southern   California     University  of  Texas  Austin     Utah  State  University     Washington  University        in  St.  Louis     Williams  College     Yale  University     Research   University     BAS  Institution  
  • 14. Asked   ecology   instructors:   Institution?   Program?   Course?   Lab?   Students?   You?  
  • 15. 0%   20%   40%   60%   80%   100%   BAS   RU   Not   science   1-­‐2  yr   science   3-­‐4  yr   science   grad   Student  Makeup  
  • 16. 0   20   40   60   80   100   120   Notebook   required   NB  assessed   for  DM   Data  Used   Workflow   assessed   BAS   RU   Course  Characteristics  
  • 17. Quality  control  and  quality  assurance   The  proper  way  to  name  computer  files   Types  of  files  and  software  to  use   Metadata  generation     Protecting  data   Databases  and  data  archiving   Data  re-­‐use   Meta-­‐analysis   Data  sharing   Reproducibility   Notebook  protocols  (lab  or  field)   Workflows    
  • 18. 0   10   20   30   40   50   60   70   BAS   RU   In  Curriculum/Assessed?  
  • 19. 0%   20%   40%   60%   80%   100%   How  Important  Is  It?   Not  at  all   Extremely  
  • 20. 0   10   20   30   40   50   2.0   2.5   3.0   3.5   4.0   %  Courses   that  cover   topic   Average  importance  
  • 21. Why  Not?   %  with  response   0   10   20   30   40   50   60   70   Time   Not  appropriate   Covered  in  lab   Students  not  prepared   Funding   Class  too  big   Instructor  not  prepared   Covered  elsewhere  
  • 22. Solutions?   Make  time   Teach  thyself   Use  tools  
  • 23. From  Flickr  by  Joe  Crimmings  Photography   1.  Maximize  free  public  access   2.  Ensure  researchers  create  data   management  plans   3.  Allow  costs  for  data  preservation  and   access  in  proposal  budgets   4.  Ensure  evaluation  of  data  management   plan  merits   5.  Ensure  researchers  comply  with  their  data   management  plans   6.  Promote  data  deposition  into  public   repositories   7.  Develop  approaches  for  identification  and   attribution  of  datasets   8.  Educate  folks  about  data  stewardship  
  • 25. DCXL  blog:  dcxl.cdlib.org   carlystrasser.net   dataone.org   Teach  Thyself  
  • 26. Step-­‐by-­‐step  wizard  for  generating  DMP   Create  |  edit  |  re-­‐use  |  share  |  save  |  generate     Open  to  community     dmptool.org                   Use  Tools  
  • 27. •  Data  Education  Tutorials   •  Database  of  best  practices    &   software  tools   •  Primer  on  data  management   •  Investigator  Toolkit   www.dataone.org  Use  Tools  
  • 28. •  Best  practices  check   •  Create  metadata   •  Get  identifier   •  Post  to  repository   dataup.cdlib.org  Use  Tools  
  • 30. My  website   Email  me   Tweet  me   My  slides   carlystrasser.net   carlystrasser@gmail.com   @carlystrasser     slideshare.net/carlystrasser