Presentation for Ecological Society of America 2013 Meeting in Minneapolis, MN on 6 August 2013. Results published in Ecosphere doi: 10.1890/ES12-00139.1
NISO Webinar on data curation services at the CDLCarly Strasser
"Building communities and Services in Support of Data-Intensive Research". Webinar on 18 Sept 2013 for the NISO Webinar Series. This was part 2 of 2 for Data Curation
Data Management for Mountain Observatories WorkshopCarly Strasser
Keynote presentation for 2014 Mountain Observatories Workshop, 16 July 2014.
Abstract:
While methods for collecting data are well taught, there is less emphasis on managing the resulting data effectively. New mandates, announcements, memos, and requirements from agencies and publishers are emerging that encourage better data management, data sharing, and data preservation. Scientists with good management skills will be able to maximize the productivity of their own research, effectively and efficiently share their data with the community, and benefit from the re-use of their data by others. I will offer an overview of data management landscape - discussing recent events, resources, and new directions for data stewardship. I will also cover best practices for data management, which will facilitate data sharing and reuse, and introduce tools researchers can use to help in their data stewardship endeavours.
Dataverse in China: Internationalization, Curation and Promotion by Yin Shenqindatascienceiqss
Zhang Jilong & Yin Shenqin will discuss the internationalization development work done by Fudan University to support a Chinese language user interface in Dataverse. Additionally, the practice of data curation at Fudan University will be presented, as well as the branding and dissemination of Dataverse in China.
Dataverse in the Universe of Data by Christine L. Borgmandatascienceiqss
Data repositories are much more than "black boxes" where data go in but may never come out. Rather, they are situated in communities, with contributors, users, reusers, and repository staff who may engage actively or passively with participants. This talk will explore the roles that Dataverse plays – or could play – in individual communities.
NISO Webinar on data curation services at the CDLCarly Strasser
"Building communities and Services in Support of Data-Intensive Research". Webinar on 18 Sept 2013 for the NISO Webinar Series. This was part 2 of 2 for Data Curation
Data Management for Mountain Observatories WorkshopCarly Strasser
Keynote presentation for 2014 Mountain Observatories Workshop, 16 July 2014.
Abstract:
While methods for collecting data are well taught, there is less emphasis on managing the resulting data effectively. New mandates, announcements, memos, and requirements from agencies and publishers are emerging that encourage better data management, data sharing, and data preservation. Scientists with good management skills will be able to maximize the productivity of their own research, effectively and efficiently share their data with the community, and benefit from the re-use of their data by others. I will offer an overview of data management landscape - discussing recent events, resources, and new directions for data stewardship. I will also cover best practices for data management, which will facilitate data sharing and reuse, and introduce tools researchers can use to help in their data stewardship endeavours.
Dataverse in China: Internationalization, Curation and Promotion by Yin Shenqindatascienceiqss
Zhang Jilong & Yin Shenqin will discuss the internationalization development work done by Fudan University to support a Chinese language user interface in Dataverse. Additionally, the practice of data curation at Fudan University will be presented, as well as the branding and dissemination of Dataverse in China.
Dataverse in the Universe of Data by Christine L. Borgmandatascienceiqss
Data repositories are much more than "black boxes" where data go in but may never come out. Rather, they are situated in communities, with contributors, users, reusers, and repository staff who may engage actively or passively with participants. This talk will explore the roles that Dataverse plays – or could play – in individual communities.
Metadata & Data Curation Services by Thu-Mai Christiandatascienceiqss
The Odum Institute was an early adopter of the Dataverse Network™ (DVN) virtual archive platform, transferring all of its holdings to the Virtual Data Center (VDC), the DVN’s precursor, in 2005. This presentation will illustrate the Odum Institute Data Archive’s integration of the Dataverse Network™ into its current data curation pipeline process and discuss the Dataverse Network’s role in the Institute’s tiered levels of data curation services.
February 18 2015 NISO Virtual Conference Scientific Data Management: Caring for Your Institution and its Intellectual Wealth
Learning to Curate Research Data
Jennifer Doty, Research Data Librarian, Emory Center for Digital Scholarship, Emory University, Robert W. Woodruff Library
RDAP13 Elizabeth Moss: The impact of data reuseASIS&T
Kathleen Fear, ICPSR, University of Michigan
“The impact of data reuse: a pilot study of 5 measures”
Panel: Data citation and altmetrics
Research Data Access & Preservation Summit 2013
Baltimore, MD April 4, 2013 #rdap13
Data Publishing Models by Sünje Dallmeier-Tiessendatascienceiqss
Data Publishing is becoming an integral part of scholarly communication today. Thus, it is indispensable to understand how data publishing works across disciplines. Are there best practices others can learn from or even data publishing standards? How do they impact interoperability in the Open Science landscape? The presentation will look at a range of examples, and the main building blocks of data publishing today. The work has been conducted as part of the RDA Data Publishing Workflows group.
ESA Ignite talk on UC3 Dash platform for data sharingCarly Strasser
Ignite talk (20 slides / 15 seconds per slide) for ESA 2014 meeting in Sacramento, CA 12 August 2014. On the Dash platform for helping researchers manage and share their data via institutional repositories
February 18 2014 NISO Virtual Conference
Scientific Data Management: Caring for Your Institution and its Intellectual Wealth
Capacity Building: Leveraging existing library networks to take on research data
Heidi Imker, Director of the Research Data Service, University of Illinois at Urbana-Champaign
NISO Virtual Conference
Scientific Data Management: Caring for Your Institution and its Intellectual Wealth
Enabling transparency and efficiency in the research landscape
Dr. Melissa Haendel, Associate Professor, Ontology Development Group, OHSU Library, Department of Medical Informatics and Epidemiology, Oregon Health & Science University
Preservation of Research Data: Dataverse / Archivematica Integration by Allan...datascienceiqss
Scholars Portal, a program of the Ontario Council of University Libraries (OCUL), provides the technical infrastructure to store, preserve, and provide access to shared digital library collections in Ontario - including hosting a local instance of Dataverse since 2011. As part of a national project known as Portage (a project of the Canadian Association of Research Libraries), Scholars Portal is partnering with Artefactual Systems, Dataverse, the University of British Columbia, the University of Alberta, and others, to integrate Dataverse with preservation software Archivematica. When completed, this project will facilitate the long-term preservation of research data according to the Open Archival Information System (OAIS) Reference Model.
February 18 2015 NISO Virtual Conference Scientific Data Management: Caring for Your Institution and its Intellectual Wealth
Building Best Practices in Research Data Management: Tisch Library’s Initiatives
Regina F. Raboin, Science Research and Instruction Librarian/ Data Management Services Group Coordinator, Tisch Library, Tufts University
DMPTool Webinar Series 1: Introduction to DMPTool Carly Strasser
Slides from DMPTool Webinar Series 1: Introduction to DMPTool, given 28 May 2013. Recording available at http://www.cdlib.org/services/uc3/uc3webinars.html
February 18 2015 NISO Virtual Conference Scientific Data Management: Caring for Your Institution and its Intellectual Wealth
Keynote Address: Data Management Plan Requirements at the US Department of Energy
Laura J. Biven, Ph.D., Senior Science and Technology Advisor, Office of the Deputy Director for Science Programs, Office of Science, US Department of Energy
A demonstration of the DMPTool, which helps researchers create data management plans now required by the Nat'l Science Foundation and other US grant funding agencies. See http://www.cdlib.org/uc3/webinars/20111019/
for recording.
Metadata & Data Curation Services by Thu-Mai Christiandatascienceiqss
The Odum Institute was an early adopter of the Dataverse Network™ (DVN) virtual archive platform, transferring all of its holdings to the Virtual Data Center (VDC), the DVN’s precursor, in 2005. This presentation will illustrate the Odum Institute Data Archive’s integration of the Dataverse Network™ into its current data curation pipeline process and discuss the Dataverse Network’s role in the Institute’s tiered levels of data curation services.
February 18 2015 NISO Virtual Conference Scientific Data Management: Caring for Your Institution and its Intellectual Wealth
Learning to Curate Research Data
Jennifer Doty, Research Data Librarian, Emory Center for Digital Scholarship, Emory University, Robert W. Woodruff Library
RDAP13 Elizabeth Moss: The impact of data reuseASIS&T
Kathleen Fear, ICPSR, University of Michigan
“The impact of data reuse: a pilot study of 5 measures”
Panel: Data citation and altmetrics
Research Data Access & Preservation Summit 2013
Baltimore, MD April 4, 2013 #rdap13
Data Publishing Models by Sünje Dallmeier-Tiessendatascienceiqss
Data Publishing is becoming an integral part of scholarly communication today. Thus, it is indispensable to understand how data publishing works across disciplines. Are there best practices others can learn from or even data publishing standards? How do they impact interoperability in the Open Science landscape? The presentation will look at a range of examples, and the main building blocks of data publishing today. The work has been conducted as part of the RDA Data Publishing Workflows group.
ESA Ignite talk on UC3 Dash platform for data sharingCarly Strasser
Ignite talk (20 slides / 15 seconds per slide) for ESA 2014 meeting in Sacramento, CA 12 August 2014. On the Dash platform for helping researchers manage and share their data via institutional repositories
February 18 2014 NISO Virtual Conference
Scientific Data Management: Caring for Your Institution and its Intellectual Wealth
Capacity Building: Leveraging existing library networks to take on research data
Heidi Imker, Director of the Research Data Service, University of Illinois at Urbana-Champaign
NISO Virtual Conference
Scientific Data Management: Caring for Your Institution and its Intellectual Wealth
Enabling transparency and efficiency in the research landscape
Dr. Melissa Haendel, Associate Professor, Ontology Development Group, OHSU Library, Department of Medical Informatics and Epidemiology, Oregon Health & Science University
Preservation of Research Data: Dataverse / Archivematica Integration by Allan...datascienceiqss
Scholars Portal, a program of the Ontario Council of University Libraries (OCUL), provides the technical infrastructure to store, preserve, and provide access to shared digital library collections in Ontario - including hosting a local instance of Dataverse since 2011. As part of a national project known as Portage (a project of the Canadian Association of Research Libraries), Scholars Portal is partnering with Artefactual Systems, Dataverse, the University of British Columbia, the University of Alberta, and others, to integrate Dataverse with preservation software Archivematica. When completed, this project will facilitate the long-term preservation of research data according to the Open Archival Information System (OAIS) Reference Model.
February 18 2015 NISO Virtual Conference Scientific Data Management: Caring for Your Institution and its Intellectual Wealth
Building Best Practices in Research Data Management: Tisch Library’s Initiatives
Regina F. Raboin, Science Research and Instruction Librarian/ Data Management Services Group Coordinator, Tisch Library, Tufts University
DMPTool Webinar Series 1: Introduction to DMPTool Carly Strasser
Slides from DMPTool Webinar Series 1: Introduction to DMPTool, given 28 May 2013. Recording available at http://www.cdlib.org/services/uc3/uc3webinars.html
February 18 2015 NISO Virtual Conference Scientific Data Management: Caring for Your Institution and its Intellectual Wealth
Keynote Address: Data Management Plan Requirements at the US Department of Energy
Laura J. Biven, Ph.D., Senior Science and Technology Advisor, Office of the Deputy Director for Science Programs, Office of Science, US Department of Energy
A demonstration of the DMPTool, which helps researchers create data management plans now required by the Nat'l Science Foundation and other US grant funding agencies. See http://www.cdlib.org/uc3/webinars/20111019/
for recording.
Visualising activity in learning networks using open data and educational ...Michael Paskevicius
Delivered October13, 2011 in Cape Town South Africa at the 2011 Southern African Association for Institutional Research forum
Abstract
As more student academic activities involve both institutional and social networks, educational analysts are needing to investigate ways in which this data can be collected and interpreted to enhance learning experiences. Data recorded as students explore personal learning environments is most often not accessible or incomplete. Here we explore some of the approaches that exist to use these social networking platforms along with information from the learning management system and academic records. Combining and analysing this data has allowed us to create a number of interesting visualizations exposing patterns which would have been impossible to glean from looking at the data alone. In an age of data abundance we reflect on using some of these new measures in relation to improving learning design, increasing academic responsiveness and enhanced student experiences.
Learning Analytics: Seeking new insights from educational dataAndrew Deacon
CPUT Fundani TWT - 22 May 2014
Analytics is a buzzword that encompasses the analysis and visualisation of big data. Current interest results from the growing access to data and the many software tools now available to analyse this data in Higher Education, through platforms such as Learning Management Systems. This seminar provides an overview of current applications and uses of learning analytics and how it can help institutions of learning better support their learners. The illustrative examples look at institutional and social media data that together provide rich insights into institutional, teaching and learning issues. A few simple ways to perform such analytics in a context of Higher Education will be introduced.
Slides from Monday 30 July - Data in the Scholarly Communications Life Cycle Course which is part of the FORCE11 Scholarly Communications Institute.
Presenter - Natasha Simons
RDAP14: Collaboration and tension between institutions and units providing da...ASIS&T
Research Data Access and Preservation Summit, 2014
San Diego, CA
March 26-28, 2014
David Minor, University of California, San Diego
Amanda Whitmire, Oregon State University
Stephanie Wright, University of Washington
Lisa Zilinski, Purdue University
Lesson 2 in a set of 10 created by DataONE on Best Practices fo Data Management. The full module can be downloaded from the DataONE.org website at: http://www.dataone.org/educaiton-modules. Released under a CC0 license, attribution and citation requested.
A Big Picture in Research Data ManagementCarole Goble
A personal view of the big picture in Research Data Management, given at GFBio - de.NBI Summer School 2018 Riding the Data Life Cycle! Braunschweig Integrated Centre of Systems Biology (BRICS), 03 - 07 September 2018
RDAP 16: Building the Research Data Community of PracticeASIS&T
Research Data Access and Preservation Summit, 2016
Atlanta, GA
May 4-7, 2016
Presenters:
Sherry Lake, University of Virginia
Brianna Marshall, University of Wisconsin-Madison
Regina Raboin, University of Massachusetts Medical School
Andrew Johnson, University of Colorado
Brian Westra, University of Oregon
Panel lead:
Cynthia Hudson-Vitale, Washington University in St. Louis
Poster RDAP13: Data information literacy multiple paths to a single goalASIS&T
Jake Carlson, Jon Jeffryes, Brian Westra and Sarah Wright
Data Information Literacy: Multiple Paths to a Single Goal
Research Data Access & Preservation Summit 2013
Baltimore, MD April 4, 2013 #rdap13
Creation, Transformation, Dissemination and Preservation: Advocating for Scho...NASIG
As the fight for research grants intensifies and the pot of money decreases, librarians need to ensure that the topic of scholarly communication remains on the forefront, regardless of funding. Affording researchers avenues to widely share and publish their work to make it widely available should be a mission both in the library and at the highest levels of the institution. How can libraries make an impact? In this presentation two librarians, a consortia officer and vendor, will discuss how consortia have and continue to play a primary role in advocating for dissemination of information and scholarly communication. Additionally, they will discuss other tools that libraries/researchers can use as a method of collaboration, whether regional or international, and why it is essential for libraries to become part of the solution before they are left out in the cold. Please come prepared to discuss how your library is making an impact on this topic.
Anne McKee
Program Officer for Resource Sharing, Greater Western Library Alliance
McKee received her M.L.S. from Indiana University, Bloomington and has had a very diverse career in librarianship. She has been an academic librarian, a sales rep for two subscription agencies and now a consortium officer for the past 13 years. A former President of NASIG, McKee is on the Serials Review Editorial Board, 3 publisher/vendor library advisory boards and strives to balance a busy career with an even busier family including a husband, 1 high schooler, 1 middle schooler, 2 dogs while being a first year newbie [and admittedly a rather bewildered] club volleyball mom: all this including wearing orthodontia! McKee is probably the only person you’ll meet with both an undergrad AND MLS in Library Science.
Christine M. Stamison
Senior Customer Relations Manager, Swets
Addison, IL
Christine Stamison, Senior Customer Relations Manager for Swets, has worked in various positions in the subscription agent industry for the past 20 years. Previously, she worked for 13 years in academic libraries, primarily in Serials, at both the University of Illinois at Chicago and at the University of Chicago Libraries. Christine received her Masters in Library and Information Services from Rosary College (now Dominican University) and is a regular lecturer for serials, collection development and technical services classes. When not working you can find Christine in the gym working with her trainer trying to get in shape for her upcoming vacation hiking up Machu Picchu and trekking around Easter Island.
Funders and publishers have something in common: for better or worse, we have the ability to influence the behavior of researchers. This talk will focus on what both groups can do to improve research now and in the future.
Libraries & Research Data Management for CO Alliance of Resrch LibrariesCarly Strasser
Keynote presentation for the Colorado Alliance of Research Libraries 2014 Research Data Management Conference, 11 July 2014. Focuses on why data management and sharing is important, and the role of libraries.
Open Science for Australian Institute of Marine Science WorkshopCarly Strasser
*Please excuse the typos :)
Presentation on open science and open data for the Australian Institute of Marine Science (AIMS) workshop on "Raising your research profile using research data". 18 June 2014.
Data management overview and UC3 tools for IASSIST 2014Carly Strasser
Presentation to introduce current landscape of data management and UC3 tools and services that support data sharing. For IASSIST in Toronto, 5 June 2014.
Data Publication for UC Davis Publish or PerishCarly Strasser
Intro presentation for panel on going beyond publishing journal articles. UC Davis "Publish or Perish?" Event, 13 Feb 2014. Sorry about missing gradient on some of slides!
October 18, 2013 @ Kennedy Library, Data Studio, Cal Poly. We hear about all things “open” these days: open access, open source, open data, open science, et cetera. But what does it really mean for how we do science? How are things changing, and what are the implications for individual researchers?
Cal Poly - Data Management: Who knew it was a hot topic?Carly Strasser
October 17, 2013 @ Robert E. Kennedy Library, Data Studio, California Polytechnic State University.
New mandates, announcements, memos, and requirements are emerging that encourage better data management, data sharing, and data preservation. In this presentation, data curation specialist Carly Strasser, PhD, offers a lay of the data management land by discussing recent events, resources, and new directions for data stewardship.
Cal Poly - Data Management and the DMPToolCarly Strasser
October 17, 2013 @ Robert E. Kennedy Library, Data Studio, California Polytechnic State University.
Many funders now require researchers to submit a Data Management Plan alongside their project proposals. The DMPTool is a free, online wizard that helps you create a data management plan specific to your project, and provides you with links and resources for ensuring your plan is successful.
Introduction to AI for Nonprofits with Tapp NetworkTechSoup
Dive into the world of AI! Experts Jon Hill and Tareq Monaur will guide you through AI's role in enhancing nonprofit websites and basic marketing strategies, making it easy to understand and apply.
Palestine last event orientationfvgnh .pptxRaedMohamed3
An EFL lesson about the current events in Palestine. It is intended to be for intermediate students who wish to increase their listening skills through a short lesson in power point.
The French Revolution, which began in 1789, was a period of radical social and political upheaval in France. It marked the decline of absolute monarchies, the rise of secular and democratic republics, and the eventual rise of Napoleon Bonaparte. This revolutionary period is crucial in understanding the transition from feudalism to modernity in Europe.
For more information, visit-www.vavaclasses.com
Honest Reviews of Tim Han LMA Course Program.pptxtimhan337
Personal development courses are widely available today, with each one promising life-changing outcomes. Tim Han’s Life Mastery Achievers (LMA) Course has drawn a lot of interest. In addition to offering my frank assessment of Success Insider’s LMA Course, this piece examines the course’s effects via a variety of Tim Han LMA course reviews and Success Insider comments.
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Acetabularia Information For Class 9 .docxvaibhavrinwa19
Acetabularia acetabulum is a single-celled green alga that in its vegetative state is morphologically differentiated into a basal rhizoid and an axially elongated stalk, which bears whorls of branching hairs. The single diploid nucleus resides in the rhizoid.
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
Thesis Statement for students diagnonsed withADHD.ppt
"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
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
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
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
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