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Data	
  Management	
  Planning	
  
       Made	
  Easy	
  
       Easier	
  
                                       From	
  Flickr	
  by	
  HA!	
  Designs	
  -­‐	
  Artbyheather	
  




Andrew	
  Sallans	
  
University	
  of	
  Virginia	
  Library	
  
	
  




Carly	
  Strasser	
  
                                                                                            11	
  December	
  2012	
  	
  
California	
  Digital	
  Library	
                               	
  Coali0on	
  for	
  Networked	
  Informa0on	
  
	
  
What	
  is	
  a	
  data	
  management	
  plan?	
  
A	
  document	
  that	
  describes	
  what	
  you	
  will	
  do	
  
with	
  your	
  data	
  during	
  your	
  research	
  &	
  a2er	
  
           you	
  complete	
  your	
  project	
  




                    From	
  Flickr	
  by	
  spanaut	
  
NSF	
  DMP	
  Requirements	
  
 From	
  Grant	
  Proposal	
  Guidelines:	
  
	
  DMP	
  supplement	
  may	
  include:	
  
     1.  the	
  types	
  of	
  data,	
  samples,	
  physical	
  collecFons,	
  soGware,	
  curriculum	
  
         materials,	
  and	
  other	
  materials	
  to	
  be	
  produced	
  in	
  the	
  course	
  of	
  the	
  project	
  
  2.  	
  the	
  standards	
  to	
  be	
  used	
  for	
  data	
  and	
  metadata	
  format	
  and	
  content	
  (where	
  
      exisFng	
  standards	
  are	
  absent	
  or	
  deemed	
  inadequate,	
  this	
  should	
  be	
  
      documented	
  along	
  with	
  any	
  proposed	
  soluFons	
  or	
  remedies)	
  
  3.  	
  policies	
  for	
  access	
  and	
  sharing	
  including	
  provisions	
  for	
  appropriate	
  protecFon	
  
      of	
  privacy,	
  confidenFality,	
  security,	
  intellectual	
  property,	
  or	
  other	
  rights	
  or	
  
      requirements	
  
  4.  	
  policies	
  and	
  provisions	
  for	
  re-­‐use,	
  re-­‐distribuFon,	
  and	
  the	
  producFon	
  of	
  
      derivaFves	
  
  5.  	
  plans	
  for	
  archiving	
  data,	
  samples,	
  and	
  other	
  research	
  products,	
  and	
  for	
  
      preservaFon	
  of	
  access	
  to	
  them	
  
NSF’s	
  Vision*	
  

    DMPs	
  and	
  their	
  evaluaFon	
  will	
  grow	
  &	
  change	
  over	
  Fme	
  
    (similar	
  to	
  broader	
  impacts)	
  
    Peer	
  review	
  will	
  determine	
  next	
  steps	
  
    Community-­‐driven	
  guidelines	
  	
  
           –  Different	
  disciplines	
  have	
  different	
  definiFons	
  of	
  acceptable	
  
              data	
  sharing	
  
           –  Flexibility	
  at	
  the	
  directorate	
  and	
  division	
  levels	
  
           –  Tailor	
  implementaFon	
  of	
  DMP	
  requirement	
  

    EvaluaJon	
  will	
  vary	
  with	
  directorate,	
  division,	
  &	
  program	
  
    officer	
  
    	
  
*Unofficially	
  
                                                                               Help	
  from	
  Jennifer	
  Schopf,	
  NSF	
  
From	
  Flickr	
  by	
  thewmaJ	
  
DMPonline:	
  	
  dmponline.dcc.ac.uk	
  
         	
  




                     Step-­‐by-­‐step	
  wizard	
  for	
  generaFng	
  DMP	
  
       Create	
  	
  |	
  	
  edit	
  	
  |	
  	
  re-­‐use	
  	
  |	
  	
  share	
  	
  |	
  	
  save	
  	
  |	
  	
  generate	
  	
  
                                             Open	
  to	
  community	
  	
  
From	
  Flickr	
  by	
  Serfs	
  Up!	
  




                                           dmptool.org	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  
DMPTool	
  Project	
  
•  Started	
  working	
  in	
  January	
  2011	
  
•  Developed	
  requirements,	
  divided	
  work	
  among	
  
   	
  partners	
  
•  Self-­‐funded	
  /	
  In-­‐kind	
  
•  Usability	
  tesFng	
  at	
  Ecological	
  Society	
  of	
  
   America	
  	
  conference	
  and	
  University	
  of	
  Virginia	
  
DMPTool	
  ParFcipants	
  
CDL/UC3	
                    Smithsonian	
              University	
  of	
  Illinois	
  
•  Trisha	
  Cruse	
         •  Günter	
  Waibel	
      •  Michael	
  Grady	
  
•  Perry	
  Wille`	
         	
                         •  Howard	
  Ding	
  
•  Marisa	
  Strong	
        UCLA	
                     •  Sarah	
  Shreeves	
  
•  Tracy	
  Seneca	
  	
     •  Todd	
  Grappone	
      	
  
•  Sco`	
  Fisher	
          •  Gary	
  Thompson	
      University	
  of	
  Virginia	
  
•  Stephen	
  Abrams	
       •  Sharon	
  Farbe	
       •  Andrew	
  Sallans	
  
•  Mark	
  Reyes	
           •  Darrow	
  Cole	
        •  Sherry	
  Lake	
  
•  Margaret	
  Low	
         	
                         •  Carla	
  Lee	
  
•  Carly	
  Strasser	
       UCSD	
                     	
  
	
                           •  Brad	
  Westbrook	
     Digital	
  CuraJon	
  Centre	
  
DataONE	
                    	
                         •  MarFn	
  Donnelly	
  
                                                        	
  
•  Amber	
  Budden	
         	
  
dmptool.org	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  


•  Free	
  	
  
•  Guides	
  through	
  creaFng	
  a	
  DMP	
  
•  Helps	
  meet	
  funder	
  requirements	
  	
  
     •  Supplies	
  quesFons	
  	
  
     •  Includes	
  explanaFon/context	
  provided	
  by	
  
        the	
  agency	
  
     •  Provides	
  links	
  to	
  the	
  agency	
  website	
  	
  
Wait!	
  
Data	
  management	
  planning	
  is…	
  
•  Complex	
  
•  Requires	
  dialog	
  
•  Range	
  of	
  support	
  &	
  understanding	
  




                                                               From	
  Flickr	
  by	
  ChrisGoldNY	
  
•  Our	
  focus:	
  	
  
     –  simplify	
  &	
  scale	
  the	
  common	
  parts	
  
     –  develop	
  community	
  
     –  provide	
  incremental	
  improvement	
  
        in	
  funcFonality	
  
Access	
  

•  Added	
  to	
  campus	
  single	
  sign-­‐on	
  service	
  
• 	
   InCommon	
  /	
  Shibboleth	
  
•  Researchers	
  use	
  campus	
  login	
  	
  
    	
  
Increasing	
  ParFcipaFon	
  
	
                                       Johns	
  Hopkins	
  University	
          UC	
  Merced	
  
OrganizaJons	
  
	
                                       Michigan	
  State	
  University	
         UC	
  Office	
  of	
  the	
  President	
  
	
                                       Moss	
  Landing	
  Marine	
               UC	
  San	
  Diego	
  
with	
  Shibboleth	
  
	
                                       Laboratories	
  (CSU)	
                   UC	
  San	
  Francisco	
  
log-­‐in	
  set	
  up	
  
	
                                       North	
  Carolina	
  State	
              University	
  of	
  Chicago	
  
	
                                       University	
                              University	
  of	
  Illinois	
  at	
  Chicago	
  
American	
  University	
  	
             Northwestern	
  University	
              University	
  of	
  Illinois	
  at	
  Urbana-­‐
Arizona	
  State	
  University	
         Ohio	
  State	
                           Champaign	
  
Cal	
  Poly	
  State	
  University	
     Old	
  Dominion	
  University	
           University	
  of	
  Iowa	
  
Cal	
  State	
  Chico	
                  Penn	
  State	
                           University	
  of	
  Miami	
  
Cal	
  State	
  Fresno	
                 Purdue	
                                  University	
  of	
  Michigan	
  
Cal	
  State	
  Los	
  Angeles	
         Rice	
  University	
                      University	
  of	
  Nebraska-­‐Lincoln	
  
Cal	
  State	
  Office	
  of	
  the	
      Smithsonian	
  InsFtuFon	
                University	
  of	
  North	
  Carolina-­‐
Chancellor	
                             Texas	
  A&M	
                            Chapel	
  Hill	
  
Clemson	
  University	
                  Texas	
  State	
  University	
  San	
     University	
  of	
  Notre	
  Dame	
  
George	
  Mason	
  University	
          Marcos	
                                  University	
  of	
  Texas	
  at	
  AusFn	
  
Georgia	
  Tech	
                        Tulane	
  University	
                    University	
  of	
  Virginia	
  
Humboldt	
  State	
  University	
        University	
  of	
  Arizona	
             University	
  of	
  Wisconsin-­‐
(CSU)	
                                  UC	
  Los	
  Angeles	
                    Madison	
  
Indiana	
  University	
                  UC	
  Berkeley	
                          Yale	
  University	
  
Iowa	
  State	
  University	
            UC	
  Davis	
  
James	
  Madison	
  University	
         UC	
  Irvine 	
  
InsFtuFon-­‐specific	
  resources	
  

Possible	
  customiza9on:	
  
•  Help	
  text	
  
•  Links	
  to	
  resources	
  and	
  services	
  
•  Suggested	
  answers	
  
	
  
Can	
  provide	
  specific	
  info	
  at	
  different	
  levels	
  
•  All	
  DMPs	
  
•  All	
  DMPs	
  for	
  a	
  parFcular	
  funding	
  agency	
  
•  A	
  quesFon	
  within	
  a	
  data	
  management	
  plan	
  
     	
  
Growth	
  by	
  month	
  since	
  launch	
  in	
  
                        October	
  2011	
  
3500	
  

3000	
  

2500	
  

2000	
  

1500	
  

1000	
  

 500	
  

     0	
  



                          Unique	
  Users	
     Plans	
     InsFtuFons	
  
Growth	
  by	
  quarters	
  since	
  launch	
  in	
  
                         October	
  2011	
  
3000	
  
                     1160	
  


                                       754	
  
                                                                   2012-­‐Q3	
  
2000	
                682	
  
                                                                   2012-­‐Q2	
  
                                       600	
  
                                                                   2012-­‐Q1	
  
                      852	
                                        2011-­‐Q4	
  
1000	
                                 709	
  

                                                      107	
  
                                                       71	
  
                      772	
            582	
          174	
  
                                                      206	
  
     0	
  
                Unique	
  Users	
     Plans	
     InsFtuFons	
  
Plans	
  per	
  funder	
  template	
  
                                                                  (as	
  of	
  June	
  2012)	
  
                                                  400	
  

                                                  350	
   339	
  
Approximate	
  number	
  of	
  plans	
  per	
  




                                                  300	
             287	
  

                                                  250	
  
          template	
  




                                                                              197	
  
                                                  200	
  
                                                                                        159	
  
                                                  150	
                                           133	
   133	
   124	
  
                                                                                                                            101	
  
                                                  100	
                                                                               71	
   65	
   60	
  
                                                                                                                                                             46	
   37	
   36	
  
                                                    50	
                                                                                                                          34	
  
                                                                                                                                                                                           17	
   15	
   6	
  
                                                      0	
  
Usage	
  by	
  ARL	
  InsFtuFons	
  
                                                                        Averages	
  Across	
  ARL	
  
                                                                            InsJtuJons	
  
Users	
  at	
  77%	
  of	
  ARL	
  insFtuFons	
  
                                                         40	
  
                                                                                   30.37	
                        29.74	
  
                                                         30	
  

Shibboleth	
  authenFcaFon	
  in	
  use	
                20	
      17.65	
                       17.63	
  
   at	
  34%	
  of	
  ARL	
  insFtuFons	
  
                                                         10	
               4.73	
                        5.04	
  

                                                           0	
  
   Difference	
  of	
  25.64	
  users	
                             Avg	
  #	
  of	
  Users	
      Avg	
  #	
  of	
  Plans	
  
between	
  averages	
  of	
  insFtuFons	
  
  with	
  and	
  without	
  Shibboleth	
                                        Overall	
  
            authenFcaFon	
  	
                                                  Without	
  Shibboleth	
  
                                                                                With	
  Shibboleth	
  

    Takeaway:	
  	
  Shibboleth	
  authenJcaJon	
  appears	
  to	
  be	
  a	
  criJcal	
  turning	
  point	
  
        demonstraJng	
  insJtuJonal	
  commitment	
  and	
  gains	
  in	
  value/ROI.	
  
Governance	
  and	
  Sustainability	
  

Unveiling	
  a	
  new	
  governance	
  plan	
  
	
  



Formalizing	
  a	
  Steering	
  Group	
  	
  
         –  clear	
  process	
  for	
  joining,	
  decision	
  making,	
  
            roles	
  and	
  responsibiliFes	
  
	
  



DMPTool	
  stays	
  free	
  
         –  covering	
  development	
  and	
  management	
  
            costs	
  through	
  voluntary	
  in-­‐kind,	
  grant,	
  or	
  
            cash	
  contribuFons	
  of	
  Partners	
  


	
  
Training	
  through	
  IMLS	
  Grant	
  
                                  Improving	
  Data	
  
                                  Stewardship	
  with	
  the	
  
                                  DMPTool	
  

1.  Provide	
  librarians	
  with	
  the	
  tools	
  and	
  
    resources	
  to	
  claim	
  the	
  data	
  management	
  
    educaFon	
  space.	
  	
  	
  
2.  Promote	
  the	
  use	
  of	
  and	
  improve	
  upon	
  the	
  
    current	
  DMPTool.	
  	
  	
  
New	
  Areas	
  of	
  FuncFonality	
  in	
  2013	
  
  Granular	
  modeling	
         Granular	
  modeling	
        Role-­‐based	
  user	
                 DMP	
  life	
  cycle	
  
  of	
  plan	
  templates	
        of	
  insFtuFons	
           authorizaFon	
                        management	
  


                                                                                                        Search	
  and	
  
    OrganizaFonal	
               Enhanced	
  search	
           InsFtuFonal	
                         reporFng	
  for	
  
  planning	
  acFviFes	
  	
        and	
  browse	
                branding	
  	
                         business	
  
                                                                                                        intelligence	
  	
  


                       Advanced	
  
                                               CollaboraFve	
  plan	
  
                     administraFve	
                                                  Open	
  API	
  	
  
                                                    creaFon	
  
                       interface	
  	
  
Future	
  Work	
  
	
  


Build	
  community	
  of	
  researchers,	
  insFtuFons,	
  
 funders,	
  and	
  libraries	
  	
  
Expand	
  funcJonality	
  of	
  the	
  current	
  DMPTool	
  for	
  
  users	
  and	
  administrators	
  	
  
Release	
  the	
  DMPTool2	
  and	
  provide	
  training	
  and	
  
 documentaFon	
  	
  
Create	
  an	
  open-­‐source	
  community	
  of	
  DMPTool	
  
  contributors	
  	
  

	
  
Summer	
  2013	
  Intern	
  
•  ExpecFng	
  to	
  have	
  a	
  role	
  for	
  an	
  intern	
  to	
  
   help	
  with	
  project	
  development	
  
   coordinaFon	
  in	
  coming	
  summer.	
  	
  	
  
•  If	
  interested,	
  please	
  contact	
  Andrew	
  
   Sallans	
  (als9q@virginia.edu).	
  	
  



	
  
QuesFons?	
  
  Andrew	
  Sallans:	
  als9q@virginia.edu	
  	
  
                           	
  
Carly	
  Strasser:	
  carly.strasser@ucop.edu	
  	
  
                           	
  
                           	
  



                dmptool.org	
  

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Data Management Planning Made Easy

  • 1. Data  Management  Planning   Made  Easy   Easier   From  Flickr  by  HA!  Designs  -­‐  Artbyheather   Andrew  Sallans   University  of  Virginia  Library     Carly  Strasser   11  December  2012     California  Digital  Library    Coali0on  for  Networked  Informa0on    
  • 2. What  is  a  data  management  plan?   A  document  that  describes  what  you  will  do   with  your  data  during  your  research  &  a2er   you  complete  your  project   From  Flickr  by  spanaut  
  • 3.
  • 4. NSF  DMP  Requirements   From  Grant  Proposal  Guidelines:    DMP  supplement  may  include:   1.  the  types  of  data,  samples,  physical  collecFons,  soGware,  curriculum   materials,  and  other  materials  to  be  produced  in  the  course  of  the  project   2.   the  standards  to  be  used  for  data  and  metadata  format  and  content  (where   exisFng  standards  are  absent  or  deemed  inadequate,  this  should  be   documented  along  with  any  proposed  soluFons  or  remedies)   3.   policies  for  access  and  sharing  including  provisions  for  appropriate  protecFon   of  privacy,  confidenFality,  security,  intellectual  property,  or  other  rights  or   requirements   4.   policies  and  provisions  for  re-­‐use,  re-­‐distribuFon,  and  the  producFon  of   derivaFves   5.   plans  for  archiving  data,  samples,  and  other  research  products,  and  for   preservaFon  of  access  to  them  
  • 5. NSF’s  Vision*   DMPs  and  their  evaluaFon  will  grow  &  change  over  Fme   (similar  to  broader  impacts)   Peer  review  will  determine  next  steps   Community-­‐driven  guidelines     –  Different  disciplines  have  different  definiFons  of  acceptable   data  sharing   –  Flexibility  at  the  directorate  and  division  levels   –  Tailor  implementaFon  of  DMP  requirement   EvaluaJon  will  vary  with  directorate,  division,  &  program   officer     *Unofficially   Help  from  Jennifer  Schopf,  NSF  
  • 6. From  Flickr  by  thewmaJ  
  • 7. DMPonline:    dmponline.dcc.ac.uk     Step-­‐by-­‐step  wizard  for  generaFng  DMP   Create    |    edit    |    re-­‐use    |    share    |    save    |    generate     Open  to  community    
  • 8. From  Flickr  by  Serfs  Up!   dmptool.org                    
  • 9. DMPTool  Project   •  Started  working  in  January  2011   •  Developed  requirements,  divided  work  among    partners   •  Self-­‐funded  /  In-­‐kind   •  Usability  tesFng  at  Ecological  Society  of   America    conference  and  University  of  Virginia  
  • 10. DMPTool  ParFcipants   CDL/UC3   Smithsonian   University  of  Illinois   •  Trisha  Cruse   •  Günter  Waibel   •  Michael  Grady   •  Perry  Wille`     •  Howard  Ding   •  Marisa  Strong   UCLA   •  Sarah  Shreeves   •  Tracy  Seneca     •  Todd  Grappone     •  Sco`  Fisher   •  Gary  Thompson   University  of  Virginia   •  Stephen  Abrams   •  Sharon  Farbe   •  Andrew  Sallans   •  Mark  Reyes   •  Darrow  Cole   •  Sherry  Lake   •  Margaret  Low     •  Carla  Lee   •  Carly  Strasser   UCSD       •  Brad  Westbrook   Digital  CuraJon  Centre   DataONE     •  MarFn  Donnelly     •  Amber  Budden    
  • 11. dmptool.org                     •  Free     •  Guides  through  creaFng  a  DMP   •  Helps  meet  funder  requirements     •  Supplies  quesFons     •  Includes  explanaFon/context  provided  by   the  agency   •  Provides  links  to  the  agency  website    
  • 12. Wait!   Data  management  planning  is…   •  Complex   •  Requires  dialog   •  Range  of  support  &  understanding   From  Flickr  by  ChrisGoldNY   •  Our  focus:     –  simplify  &  scale  the  common  parts   –  develop  community   –  provide  incremental  improvement   in  funcFonality  
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18. Access   •  Added  to  campus  single  sign-­‐on  service   •    InCommon  /  Shibboleth   •  Researchers  use  campus  login      
  • 19.
  • 20. Increasing  ParFcipaFon     Johns  Hopkins  University   UC  Merced   OrganizaJons     Michigan  State  University   UC  Office  of  the  President     Moss  Landing  Marine   UC  San  Diego   with  Shibboleth     Laboratories  (CSU)   UC  San  Francisco   log-­‐in  set  up     North  Carolina  State   University  of  Chicago     University   University  of  Illinois  at  Chicago   American  University     Northwestern  University   University  of  Illinois  at  Urbana-­‐ Arizona  State  University   Ohio  State   Champaign   Cal  Poly  State  University   Old  Dominion  University   University  of  Iowa   Cal  State  Chico   Penn  State   University  of  Miami   Cal  State  Fresno   Purdue   University  of  Michigan   Cal  State  Los  Angeles   Rice  University   University  of  Nebraska-­‐Lincoln   Cal  State  Office  of  the   Smithsonian  InsFtuFon   University  of  North  Carolina-­‐ Chancellor   Texas  A&M   Chapel  Hill   Clemson  University   Texas  State  University  San   University  of  Notre  Dame   George  Mason  University   Marcos   University  of  Texas  at  AusFn   Georgia  Tech   Tulane  University   University  of  Virginia   Humboldt  State  University   University  of  Arizona   University  of  Wisconsin-­‐ (CSU)   UC  Los  Angeles   Madison   Indiana  University   UC  Berkeley   Yale  University   Iowa  State  University   UC  Davis   James  Madison  University   UC  Irvine  
  • 21. InsFtuFon-­‐specific  resources   Possible  customiza9on:   •  Help  text   •  Links  to  resources  and  services   •  Suggested  answers     Can  provide  specific  info  at  different  levels   •  All  DMPs   •  All  DMPs  for  a  parFcular  funding  agency   •  A  quesFon  within  a  data  management  plan    
  • 22.
  • 23. Growth  by  month  since  launch  in   October  2011   3500   3000   2500   2000   1500   1000   500   0   Unique  Users   Plans   InsFtuFons  
  • 24. Growth  by  quarters  since  launch  in   October  2011   3000   1160   754   2012-­‐Q3   2000   682   2012-­‐Q2   600   2012-­‐Q1   852   2011-­‐Q4   1000   709   107   71   772   582   174   206   0   Unique  Users   Plans   InsFtuFons  
  • 25. Plans  per  funder  template   (as  of  June  2012)   400   350   339   Approximate  number  of  plans  per   300   287   250   template   197   200   159   150   133   133   124   101   100   71   65   60   46   37   36   50   34   17   15   6   0  
  • 26. Usage  by  ARL  InsFtuFons   Averages  Across  ARL   InsJtuJons   Users  at  77%  of  ARL  insFtuFons   40   30.37   29.74   30   Shibboleth  authenFcaFon  in  use   20   17.65   17.63   at  34%  of  ARL  insFtuFons   10   4.73   5.04   0   Difference  of  25.64  users   Avg  #  of  Users   Avg  #  of  Plans   between  averages  of  insFtuFons   with  and  without  Shibboleth   Overall   authenFcaFon     Without  Shibboleth   With  Shibboleth   Takeaway:    Shibboleth  authenJcaJon  appears  to  be  a  criJcal  turning  point   demonstraJng  insJtuJonal  commitment  and  gains  in  value/ROI.  
  • 27. Governance  and  Sustainability   Unveiling  a  new  governance  plan     Formalizing  a  Steering  Group     –  clear  process  for  joining,  decision  making,   roles  and  responsibiliFes     DMPTool  stays  free   –  covering  development  and  management   costs  through  voluntary  in-­‐kind,  grant,  or   cash  contribuFons  of  Partners    
  • 28. Training  through  IMLS  Grant   Improving  Data   Stewardship  with  the   DMPTool   1.  Provide  librarians  with  the  tools  and   resources  to  claim  the  data  management   educaFon  space.       2.  Promote  the  use  of  and  improve  upon  the   current  DMPTool.      
  • 29. New  Areas  of  FuncFonality  in  2013   Granular  modeling   Granular  modeling   Role-­‐based  user   DMP  life  cycle   of  plan  templates   of  insFtuFons   authorizaFon   management   Search  and   OrganizaFonal   Enhanced  search   InsFtuFonal   reporFng  for   planning  acFviFes     and  browse   branding     business   intelligence     Advanced   CollaboraFve  plan   administraFve   Open  API     creaFon   interface    
  • 30. Future  Work     Build  community  of  researchers,  insFtuFons,   funders,  and  libraries     Expand  funcJonality  of  the  current  DMPTool  for   users  and  administrators     Release  the  DMPTool2  and  provide  training  and   documentaFon     Create  an  open-­‐source  community  of  DMPTool   contributors      
  • 31. Summer  2013  Intern   •  ExpecFng  to  have  a  role  for  an  intern  to   help  with  project  development   coordinaFon  in  coming  summer.       •  If  interested,  please  contact  Andrew   Sallans  (als9q@virginia.edu).      
  • 32. QuesFons?   Andrew  Sallans:  als9q@virginia.edu       Carly  Strasser:  carly.strasser@ucop.edu         dmptool.org