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Data	
  Curation	
  
                                       The	
  Current	
  Landscape	
  




Carly	
  Strasser,	
  PhD	
  
California	
  Digital	
  Library	
                   Microsoft	
  eScience	
  Workshop	
  
@carlystrasser	
                                                               Oct	
  2012	
  
From	
  Flickr	
  by	
  	
  DW0825	
  
                                                                                                                 From	
  Flickr	
  by	
  Flickmor	
  




                                                          From	
  Flickr	
  by	
  	
  deltaMike	
  
                                                                                                                                                                       Digital	
  data	
  




                                             www.woodrow.org	
  
                                                                                            C.	
  Strasser	
  




                                                                                                                                                        Courtesey	
  of	
  WHOI	
  
 From	
  Flickr	
  by	
  US	
  Army	
  Environmental	
  Command	
  
Digital	
  data	
  
     +	
  	
  
 Complex	
  
workflows	
  
From	
  Flickr	
  by	
  diylibrarian	
  




                                                                                        www




               blog.order2disorder.com	
  




                                                                                        From	
  Flickr	
  by	
  csessums	
  
  Data	
  
Metadata	
  




                                                                                            From	
  Flickr	
  by	
  csessums	
  
                                                                Recreated	
  from	
  Klump	
  et	
  al.	
  2006	
  
From	
  Flickr	
  by	
  diylibrarian	
  




                                                                                                 www




  Data	
  
                                                                           www
Metadata	
  
               From	
  Flickr	
  by	
  torkildr	
  




                                                                         Recreated	
  from	
  Klump	
  et	
  al.	
  2006	
  
The	
  Fallout	
  

                        Data	
  
                        Reuse	
  


                        Data	
  
                       Sharing	
  


                        Data	
  
                     Management	
  
UGLY TRUTH
                                                                           Many	
  (most?)	
  
btrgroup.com	
  




                                                                           researchers…	
  	
  
                                                                           	
  
                                                          	
  
                   are	
  not	
  taught	
  data	
  management	
  
                                                    WHY?	
  
                   are	
  not	
  effectively	
  managing	
  or	
  organizing	
  their	
  data	
  
                   don’t	
  share	
  data	
  publicly	
  or	
  store	
  it	
  in	
  an	
  archive	
  
                   aren’t	
  convinced	
  they	
  should	
  share	
  data	
  
                   don’t	
  know	
  about	
  tools	
  that	
  can	
  help	
  them	
  

                                                                    	
  
Hurdles	
  to	
  




                                                          From	
  Flickr	
  by	
  iowa_spirit_walker	
  
Data	
  
Stewardship	
  

 •    Cost	
  
 •    Confusion	
  about	
  standards	
  
 •    Disparate	
  datasets	
  
 •    Lack	
  of	
  training	
  
 •    Fear	
  of	
  lost	
  rights	
  or	
  benefits	
  
 •    No	
  incentives	
  
From	
  Flickr	
  by	
  diylibrarian	
  




               ?
                                                                                                 www




  Data	
  
                                                                           www
Metadata	
  
               From	
  Flickr	
  by	
  torkildr	
  




                                                                         Recreated	
  from	
  Klump	
  et	
  al.	
  2006	
  
Who	
  cares?	
  
       	
  

           From	
  Flickr	
  by	
  Redden-­‐McAllister	
  




                 www.rba.gov.au	
  
Data	
  are	
  first	
  class	
  
 products	
  of	
  research	
  




                                      From	
  Flickr	
  by	
  Richard	
  Moross	
  
Requiring	
  Data	
  Management	
  
Journal	
  publishers	
  
 
Funders	
  
	
  
Data	
  are	
  first	
  class	
  
products	
  of	
  research	
  




                                    From	
  Flickr	
  by	
  Richard	
  Moross	
  
     Publishing	
  Data	
  
 
Data	
  Publication	
  
          	
  
Data	
  are	
  first	
  class	
  
products	
  of	
  research	
  




                                    From	
  Flickr	
  by	
  Richard	
  Moross	
  
        Citing	
  Data	
  
Data	
  Citation	
  


Example:	
  
Sidlauskas,	
  B.	
  2007.	
  Data	
  from:	
  Testing	
  for	
  unequal	
  rates	
  of	
  morphological	
  
diversification	
  in	
  the	
  absence	
  of	
  a	
  detailed	
  phylogeny:	
  a	
  case	
  study	
  from	
  
characiform	
  fishes.	
  Dryad	
  Digital	
  Repository.	
  doi:10.5061/dryad.20	
  
	
  
Data	
  are	
  first	
  class	
  
products	
  of	
  research	
  




                                    From	
  Flickr	
  by	
  Richard	
  Moross	
  
  Creating	
  Incentives	
  
Incentivizing	
  

                    www.rba.gov.au	
  




                                         From	
  Flickr	
  by	
  bthomso	
  
Data	
  are	
  first	
  class	
  
products	
  of	
  research	
  




                                                From	
  Flickr	
  by	
  Richard	
  Moross	
  
Providing	
  Infrastructure	
  &	
  Tools	
  
NSF	
  funded	
  DataNet	
  Project	
  
         Office	
  of	
  Cyberinfrastructure	
  



www.dataone.org	
  
B	
  




A	
             C	
  
Intercept	
  researchers	
  
 where	
  they	
  already	
  
           work	
  




                                23	
  
Investigator	
  Toolkit	
  Support	
  	
  

                                  Plan	
  

                  Analyze	
                     Collect	
  
Kepler




         Integrate	
                                     Assure	
  




                 Discover	
                    Describe	
  

                                Preserve	
  
Facilitate	
  
                        Archiving	
  
        Data	
  
management	
                                Data	
  Reuse	
  &	
  
                         Sharing	
         Reproducibility	
  
&	
  organization	
  
                        Publishing	
  
Open	
  Source	
  
   Tool	
                   Add-­‐in	
  &	
  Web	
  
                             Application	
  
            Earth,	
  
       environmental,	
  
          ecological	
  
         researchers	
  
Requirements	
  



         Features	
  
 Best	
  practices	
  check	
  
 Generate	
  metadata	
  
  Generate	
  citation	
  
Post	
  data	
  to	
  repository	
  
Data	
  Repository	
  for	
  
Anyone	
  |	
  Anywhere	
  
B	
  




A	
             C	
  
                        C	
  
dataup.cdlib.org	
  
Build	
  community	
  
                                                            	
  
                                                            Add	
  repositories	
  
From	
  animationresources.org	
  




                                                            	
  
                                                            Add	
  metadata	
  
                                                            schema	
  

                                     dataup.cdlib.org	
  
                                     @DataUpCDL	
  
                                     facebook.com/DataUpCDL	
  
Data	
  Management	
  Plans:	
  dmp.cdlib.org	
  
carlystrasser.net	
  
      @carlystrasser	
  
carlystrasser@gmail.com	
  
Jeff	
  Dozier	
  
Researcher	
  

Bill	
  Michener	
  
Project	
  Lead	
  

Chris	
  Mentzel	
  
Funder	
  

Dave	
  Vieglais	
  
Cyberinfrastructure	
  dude	
  

Stephanie	
  Wright	
  
Librarian	
  

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Data Curation Landscape

  • 1. Data  Curation   The  Current  Landscape   Carly  Strasser,  PhD   California  Digital  Library   Microsoft  eScience  Workshop   @carlystrasser   Oct  2012  
  • 2. From  Flickr  by    DW0825   From  Flickr  by  Flickmor   From  Flickr  by    deltaMike   Digital  data   www.woodrow.org   C.  Strasser   Courtesey  of  WHOI   From  Flickr  by  US  Army  Environmental  Command  
  • 3. Digital  data   +     Complex   workflows  
  • 4. From  Flickr  by  diylibrarian   www blog.order2disorder.com   From  Flickr  by  csessums   Data   Metadata   From  Flickr  by  csessums   Recreated  from  Klump  et  al.  2006  
  • 5. From  Flickr  by  diylibrarian   www Data   www Metadata   From  Flickr  by  torkildr   Recreated  from  Klump  et  al.  2006  
  • 6. The  Fallout   Data   Reuse   Data   Sharing   Data   Management  
  • 7. UGLY TRUTH Many  (most?)   btrgroup.com   researchers…         are  not  taught  data  management   WHY?   are  not  effectively  managing  or  organizing  their  data   don’t  share  data  publicly  or  store  it  in  an  archive   aren’t  convinced  they  should  share  data   don’t  know  about  tools  that  can  help  them    
  • 8. Hurdles  to   From  Flickr  by  iowa_spirit_walker   Data   Stewardship   •  Cost   •  Confusion  about  standards   •  Disparate  datasets   •  Lack  of  training   •  Fear  of  lost  rights  or  benefits   •  No  incentives  
  • 9. From  Flickr  by  diylibrarian   ? www Data   www Metadata   From  Flickr  by  torkildr   Recreated  from  Klump  et  al.  2006  
  • 10. Who  cares?     From  Flickr  by  Redden-­‐McAllister   www.rba.gov.au  
  • 11. Data  are  first  class   products  of  research   From  Flickr  by  Richard  Moross   Requiring  Data  Management  
  • 14. Data  are  first  class   products  of  research   From  Flickr  by  Richard  Moross   Publishing  Data  
  • 16. Data  are  first  class   products  of  research   From  Flickr  by  Richard  Moross   Citing  Data  
  • 17. Data  Citation   Example:   Sidlauskas,  B.  2007.  Data  from:  Testing  for  unequal  rates  of  morphological   diversification  in  the  absence  of  a  detailed  phylogeny:  a  case  study  from   characiform  fishes.  Dryad  Digital  Repository.  doi:10.5061/dryad.20    
  • 18. Data  are  first  class   products  of  research   From  Flickr  by  Richard  Moross   Creating  Incentives  
  • 19. Incentivizing   www.rba.gov.au   From  Flickr  by  bthomso  
  • 20. Data  are  first  class   products  of  research   From  Flickr  by  Richard  Moross   Providing  Infrastructure  &  Tools  
  • 21. NSF  funded  DataNet  Project   Office  of  Cyberinfrastructure   www.dataone.org  
  • 22. B   A   C  
  • 23. Intercept  researchers   where  they  already   work   23  
  • 24. Investigator  Toolkit  Support     Plan   Analyze   Collect   Kepler Integrate   Assure   Discover   Describe   Preserve  
  • 25. Facilitate   Archiving   Data   management   Data  Reuse  &   Sharing   Reproducibility   &  organization   Publishing  
  • 26. Open  Source   Tool   Add-­‐in  &  Web   Application   Earth,   environmental,   ecological   researchers  
  • 27. Requirements   Features   Best  practices  check   Generate  metadata   Generate  citation   Post  data  to  repository  
  • 28. Data  Repository  for   Anyone  |  Anywhere  
  • 29. B   A   C   C  
  • 31. Build  community     Add  repositories   From  animationresources.org     Add  metadata   schema   dataup.cdlib.org   @DataUpCDL   facebook.com/DataUpCDL  
  • 32. Data  Management  Plans:  dmp.cdlib.org  
  • 33. carlystrasser.net   @carlystrasser   carlystrasser@gmail.com  
  • 34. Jeff  Dozier   Researcher   Bill  Michener   Project  Lead   Chris  Mentzel   Funder   Dave  Vieglais   Cyberinfrastructure  dude   Stephanie  Wright   Librarian