1 Introduction to Research Data Management Tom Melvin, Anita Schwartz, and Jessica Cote April 13, 2016
2 What Will We Cover? Why is managing data important? Organizing and storing research data Sharing and preserving research data Elements of a Data Management Plan (DMP) Ethical and Legal issues Data Management Budgeting The DMPTool
3 Well organized, documented, preserved and shared data advance scientific inquiry and increase opportunities for learning and innovation.
4 Government Mandates October 1, 2003: NIH applications over $500,000 required a DMP or state why it was not possible. January 18, 2011: NSF required all grant applications to submit a two page DMP December 2011: Research Works Act (RWA) February 2012: Federal Research Public Access Act (FRPA) May 2012: Require free access over the internet to scientific journal articles arising from taxpayer funded research petition February 2013: OSTP Memorandum May 2013: White House Executive Order February 2015: HHS release plans to comply with 2013 memorandum
5 What is Data? Qualitative deals with descriptions. Data can be observed but not measured. Colors, textures, smells, tastes, appearance, beauty, etc. Quantitative deals with numbers. Data which can be measured. Length, height, area, volume, weight, speed, time, temperature, humidity
6 Data Types (Examples) Observational data Sensor readings, survey data (irreplaceable) Experimental data Gene sequences (reproducible, but expensive) Derived/compiled data Compiled database (reproducible, but expensive)
7 Why is Managing Data Important? Stay organized throughout the research process Comply with requirements (journal or funder) Ability to validate and reproduce research Ability to disseminate for other s use
8 Worse Case Scenarios What if someone stole a department laptop, the department went up in flames, or the data were infected with a virus or some other disaster were to take place? Would the data be retrievable?
9 First Steps in Managing Data 1. Figure out the criteria for keeping data 2. Think about where to store the data 3. Consider the metadata to collect to document the datasets - (data can only be cited if it has suitable metadata giving details of the dataset and where it can be found.)
10 Not All File Formats Are Created Equal ASCII text (e.g. CSV), not Excel MPEG-4, not Quicktime TIFF or JPEG2000, not JPG XML or RDF, not RDBMS Consider using non-proprietary, open-source, standard format Some open formats include: FITS, HDF, GRIB
11 File Organization and Management Going through the cycle of processing the data analyzing the data weeding out duplicate or erroneous data files It s critical to develop and document a directory and file naming convention!
12 Where Should the Data be Kept? Storing the data during the project versus Storing the data long-term (preservation and sharing)
13 Project Data Storage Check with your college IT professional for departmental storage and backup solutions. Central IT can work with you and/or your college IT professional to investigate other backup and recovery solutions.
14 Long Term Data Storage Preserve and share the research data in order to: Further science as a whole Further the research and researcher reputation Enable new discoveries with the data Comply with funder or publisher data sharing requirements Will the data be accessible and usable when it is needed?
15 Data Repositories Data repositories may or may not include preservation Domain repositories Some funders require that the data be deposited in a specialist archive where other researchers in the field can easily access and cite the data. Institutional repositories (e.g., UDSpace)
16 How to Choose the Right Repository Who can access the data? Is it Open Data? Open data is data that can be freely used, reused and redistributed by anyone - subject only, at most, to the requirement to attribute and sharealike. - Open Data Handbook, Open Knowledge
17 Repository Directories Repositories for Open Data DataCite (re3data.org)
18 Why Have a Data Management Plan? 1. Meet funding agency requirements; provides an edge in the grant selection process. 2. Increases the citation count. 3. Ensure research integrity and replication. 4. Facilitates the sharing of data. 5. Helps manage the data. 6. Allows for the budgeting for data retention.
19 Roles and Responsibilities How will the responsibilities for managing the data be delegated? Who will monitor the data management plan? Who will have responsibility over time for the decisions about the data? Example: The primary responsibility for managing the data will belong to the PI, Lizabeth Schlemer. If the PI is not available, both Linda Vanasupa and Aaron Estrada will be able to access the data and continue to management. It is the goal to house the data in the Digital Commons at Cal Poly. The data will be uploaded at the completion of the grant and then the responsibility for the information will be transferred to the Library. Any data not deemed public will be keep on the computer belong into the PI, which is backed up periodically.
20 Expected Data Types of data, samples, physical collections, software, curriculum materials. Describe the expected types of data to be retained. Describe file types, dataset size, number of expected files or sets, content. Example: The data for this project will include 60 interviews with Engineering Faculty and a set of survey data. The interviews will be stored with both audio files and transcribed text files. The surveys will be store in excel spread sheets and include survey answers and demographic information. Transcribed text will be verified to the audio files. No fewer than two copies of the data will be kept at all times and will be located in different locations. In addition, data for public access will be anonymized and stripped of identifying information. This process anonymizing will be documented.
21 Period of Data Retention Describe the period of data retention. Exceptions requiring longer retention periods. Estimate how long your data will be kept after the completion of research. Example: The data will be available for a 10 year period after completion of the grant.
22 Data Formats and Metadata Describe specific data formats, media, including any metadata. Example: There will be three file types: Audio, Text and Spreadsheet. For each of these we will include an ID for the individual interviewed along with date, location, file size and level of anonymization that occurred (for public files). We will create a naming system for the files that will indicate the meta data. For files uploaded to Digital Commons we will include a complete descriptor with the file.
23 Data Dissemination and Policies for Public Access, Sharing, and Publication Delays Articulate how sharing of primary data is to be implemented. Policies for public access and provisions for protection of privacy. How will data be shared and managed with stakeholders. Clearly state publication delay policies. Example: It is the goal to house the data in the Digital Commons at Cal Poly. The data will be uploaded at the completion of the grant. The individual s privacy will be insured by removing any identifiable information. The data will be publicly available through Cal Poly s Digital Commons and through our research website. The access to the data will comply with the IRB requirements. Although we will publish findings based on the data, it is hoped that the data will be a rich source of inquiry for anyone interested in educational research. We only request attribution in the use of the data.
24 Data Storage and Preservation of Access Describe physical and cyber resources and facilities used for retention. Long term strategy for storing, archiving, and preserving data. What archives/repository/database will the data be deposited. What procedures do they have for preservation and backup. Example: The data will be housed long term on Cal Poly' Digital Commons with all the guarantees afforded data curation on our campus. It is hoped the data will be kept for 10 years after completion of the research.
25 Legal and Ethical Issues Intellectual Property Issues a. Who owns the data? b. How can the data be used? c. Collected data vs. system used for storage. d. Does a database have copyright protection?
26 Data Management Budgeting Could the budget and its justification specifically address the costs of implementing the Data Management Plan? Yes. As long as the costs are: In accordance with Uniform Guidance, sponsor policy, and institutional policy Necessary to implement the Data Management Plan, Specifically allocable to the project, Included on the proposal budget, and Justified in the budget justification.
28 Publication/Documentation/Dissemination Line G2 on the NSF Proposal Budget The proposal budget may request funds for the costs of documenting, preparing, publishing or otherwise making available to others the findings and products of the work conducted under the grant. This generally includes the following types of activities: reports, reprints, page charges or other journal costs (except costs for prior or early publication); necessary illustrations; cleanup, documentation, storage and indexing of data and databases; development, documentation and debugging of software; and storage, preservation, documentation, indexing, etc., of physical specimens, collections or fabricated items. Work with your departmental administrator and RO contract and grant specialist to correctly budget for these costs.
29 DMP Tool Watch a 90-second animated video providing a brief overview of DMPTool, its basic features and capabilities, and why it's a valuable application for researchers from all disciplines.
37 ORCID (orcid.org) Register to get your unique ORCID identifier ORCID provides a persistent digital identifier that distinguishes you from every other researcher and, through integration in key research workflows such as manuscript and grant submission, supports automated linkages between you and your professional activities ensuring that your work is recognized. The goal is to prevent research ambiguity and distinguish one botanist names James A. Cook from another.
39 1. My Dashboard is your best starting point for managing your DMPs. From here you can get an overview of all your DMPs. 2. My DMPs lists of all your DMPs, noting which you own, co-own, and their status. 3. Create New DMP allows you to start from a template or you can copy an existing DMP. 4 My Profile is where you can update your personal information, including your ORCID. You can also modify your notification preferences.
46 1. DMP Preview button opens a new window and displays the contents of your entire DMP. You can click this at anytime to preview your plan. Be sure to click Save Response before clicking DMP Preview. 2. DMP Preview displays your entire DMP, including section headers and your responses. 3. Export or Print your plan as PDF or DOCX format, or print your plan. 4. While in DMP Preview, you must click Done to change your DMP status to Completed. If your organization has set up a Review process, you will instead see a Submit for Review button. Note: you can always come back and change or add information by clicking on DMP Overview or DMP Details in the navigation.
47 Ask Us! Tom Melvin UD Library Anita Schwartz UD IT Client Support and Services Jessica Cote UD Research Office Some workshop content was repurposed from the MIT Libraries Research Data Management 101 workshop which is shared under the Creative Commons License.
Data Management Plans & the DMPTool IAP: January 26, 2016 Data Management Services @ MIT Libraries Workshops/Webinars Web guide: http://libraries.mit.edu/data-management Individual consultations includes
NSF Data Management Plan Template Duke University Libraries Data and GIS Services NSF Data Management Plan Requirement Overview The Data Management Plan (DMP) should be a supplementary document of no more
Best Practices for Research Data Management October 30, 2014 Presenters Andrew Johnson Research Data Librarian University Libraries Shelley Knuth Research Data Specialist Research Computing Outline What
Checklist and guidance for a Data Management Plan Please cite as: DMPTuuli-project. (2016). Checklist and guidance for a Data Management Plan. v.1.0. Available online: https://wiki.helsinki.fi/x/dzeacw
New Requirements and Strategies for Management of Research Data Aletia Morgan Office of the Vice President for Research and Graduate and Professional Education March 8, 2011 firstname.lastname@example.org NSF
Best Practices for Good Data Management February 19, 2015 Presenters Andrew Johnson Research Data Librarian University Libraries University of Colorado Boulder email@example.com Shelley Knuth
Document Title Version 1.1 Document Review Date March 2016 Document Owner Revision Timetable / Process RESEARCH DATA MANAGEMENT POLICY RESEARCH DATA MANAGEMENT POLICY Director of the Research Office Regular
Best Practices for Data Management RMACC HPC Symposium, 8/13/2014 Presenters Andrew Johnson Research Data Librarian CU-Boulder Libraries Shelley Knuth Research Data Specialist CU-Boulder Research Computing
The Data Management Plan with Dataverse Mercè Crosas, Ph.D. Director of Product Development The Dataverse The Data Management Plan The Data Management Plan with Dataverse The Dataverse The Data Management
Data Management at UT Maria Esteva, TACC, firstname.lastname@example.org Colleen Lyon, UT Libraries, email@example.com Angela Newell, ITS, firstname.lastname@example.org What is data management? systematic organization
Innovative Seed Grant Data Management Plans February 17, 2015 Presenters Andrew Johnson Research Data Librarian University Libraries email@example.com Shelley Knuth Senior Research Data Specialist
Research Data Management Policy Version Number: 1.0 Effective from 06 January 2016 Author: Research Data Manager The Library Document Control Information Status and reason for development New as no previous
Data Management Plan template Name of student/researcher(s) Name of group/project Description of your research Briefly summarise the type of your research to help others understand the purposes for which
OpenAIRE Research Data Management Briefing paper Understanding Research Data Management February 2016 H2020-EINFRA-2014-1 Topic: e-infrastructure for Open Access Research & Innovation action Grant Agreement
DIGITAL STEWARDSHIP SUPPLEMENTARY INFORMATION FORM Introduction The Institute of Museum and Library Services (IMLS) is committed to expanding public access to federally funded research, data, software,
February 22, 2013 MEMORANDUM FOR THE HEADS OF EXECUTIVE DEPARTMENTS AND AGENCIES FROM: SUBJECT: John P. Holdren Director Increasing Access to the Results of Federally Funded Scientific Research 1. Policy
Checklist for a Data Management Plan draft The Consortium Partners involved in data creation and analysis are kindly asked to fill out the form in order to provide information for each datasets that will
University-wide Data Management Services: Cross-campus Collaborations at Indiana University Digital Library Brown Bag Series March 6, 2013 #dlbbspring2013 Heather Coates, Digital Scholarship & Data Management
Data Management Planning Tool User Guide Overview of the DMP Tool To assist researchers compliance with QUT policy (D/2.8 Management of research data) and national codes of conduct and guidance (Australian
, Access, and Security Policy Type: Administrative Responsible Office: VCU Office of Research and Innovation Initial Policy Approved: 05/15/09 Current Revision Approved: 11/05/2015 Policy Statement and
CIP s Open Data & Data Management Guidelines and Procedures 1.1 Scope The CIP Data Management Guidelines and Procedures aim to provide guidance and support throughout the Data Management Cycle to facilitate
Edinburgh Napier University Research Data Management Policy Introduction/Rationale Edinburgh Napier University (the University) is committed to delivering excellent research and, as research data is at
DATA LIFE CYCLE & DATA MANAGEMENT PLANNING......... VEERLE VAN DEN EYNDEN RESEARCH DATA MANAGEMENT TEAM UNIVERSITY OF ESSEX.. LOOKING AFTER AND MANAGING YOUR RESEARCH DATA (GOING DIGITAL AND ESRC ATN EVENTS),
Research Data Management 1 Why to we need to Manage Data? 2 Data Management Planning Typically covers: - What data will be created (format, types) and how? - How will the data be documented and described?
Lesson 3: CC image by Joe Hall on Flickr What is a data management plan (DMP)? Why prepare a DMP? Components of a DMP NSF requirements for DMPs Example of NSF DMP CC image by Darla Hueske on Flickr After
WHAT SHOULD NSF DATA MANAGEMENT PLANS LOOK LIKE Bin Ye, College of Agricultural and Life Sciences University of Wisconsin Diane Winter, Inter-university Consortium for Political and Social Research (ICPSR),
EUROPEAN COMMISSION Directorate-General for Research & Innovation Guidelines on Data Management in Horizon 2020 Version 2.0 30 October 2015 1 Introduction In Horizon 2020 a limited and flexible pilot action
Instrument Used to Analyze the DMPs at the University of Minnesota Contributors: Lisa Johnston, Carolyn Bishoff, John McGrory, Christine Storino, and Anders Swendsrud (University of Minnesota Libraries)
An Introduction to Managing Research Data Author University of Bristol Research Data Service Date 1 August 2013 Version 3 Notes URI IPR data.bris.ac.uk Copyright 2013 University of Bristol Within the Research
Facilitate Open Science Training for European Research The role of Open Access and Open Data, and their practical implementation in research institutions Iryna Kuchma EIFL Kiev, Ukraine Martin Donnelly
PROJECT LIFECYCLE Introduction and context Basic Project Info. Thesis Title UH or Research Council? Duration Related Policies UH and STFC policies: open after publication as your research is public funded
Research Data Management Policy University of Wales Trinity Saint David Group Research Data Management Policy Contents 1. Introduction... 2 2. Purpose... 2 3. Scope... 3 4. Policy... 3 5. Monitoring...
U.S. Department of Transportation Public Access Plan: Increasing Access to Federally Funded Research Results 1.0 Background and Purpose This plan is issued in response to the February 22, 2013 Office of
Data Management Courtesy of Calisphere: http://content.cdlib.org/ark:/13030/kt22901871/ SUSAN BORDA DIGITAL CURATION LIBRARIAN http://qsb.ucmerced.edu http://songgis.ucmerced.edu/?page_id=4 Data https://eng.ucmerced.edu/people/rbales/mhrg
EDITOR S SUMMARY At the 2015 ASIS&T Research Data Access and Preservation (RDAP) Summit, panelists from Research Data @ Purdue University Libraries discussed the organizational structure intended to promote
Dealing with Data: Research Data Management for Social, Behavioural and Humanities Researchers Acknowledgement of Country We would like to acknowledge the traditional custodians of the land on which we
Swarthmore College Libraries Digital Collection Development Policy March 2015 Table of Contents Introduction Audience Scope Selection Criteria Accession Preservation Access Withdrawal Policy Rights and
Data Management Plan Name of Contractor Name of project Project Duration Start date : End: DMP Version Date Amended, if any Name of all authors, and ORCID number for each author WYDOT Project Number Any
s of EPSRC expectations on research data management. Expectation I Research organisations will promote internal awareness of these principles and expectations and ensure that their researchers and research
Best Practices for Data Management September 24, 2014 Presenters Andrew Johnson Research Data Librarian University Libraries Shelley Knuth Research Data Specialist Research Computing Outline What is research
bepress Digital Commons Digital Commons Reference Material and User Guides 12-2014 Image Galleries: How to Post and Display Images in Digital Commons bepress Follow this and additional works at: http://digitalcommons.bepress.com/reference
1 Data Management Plans - How to Treat Digital Sources The imminent future for repositories and their management Paolo Budroni Library and Archive Services, University of Vienna Tomasz Miksa Secure Business
Research Data Management - The Essentials 10 th February 2015 Yvonne Budden Scholarly Communications Manager, University of Warwick, UK WHAT IS RESEARCH DATA? What is (Research) Data? Smallest building
Project acronym: Project full : EDSA European Data Science Academy Grant agreement no: 643937 D5.5 Initial EDSA Data Management Plan Deliverable Editor: Other contributors: Mandy Costello (Open Data Institute)
Date: January 12, 2012 Name: Marilyn S Billings Email: firstname.lastname@example.org Affiliation: University of Massachusetts Amherst, University Libraries City, State: Amherst, MA Summary: Thank you for
Survey of Canadian and International Data Management Initiatives By Diego Argáez and Kathleen Shearer on behalf of the CARL Data Management Working Group (Working paper) April 28, 2008 Introduction Today,
Introduction to data management planning Joy Davidson Digital Curation Centre Acknowledgements: content contributed by Sarah Jones, Jonathan Rans Funded by: Definition of research data Research data refers
Research Data Archival Guidelines LEROY MWANZIA RESEARCH METHODS GROUP APRIL 2012 Table of Contents Table of Contents... i 1 World Agroforestry Centre s Mission and Research Data... 1 2 Definitions:...
University of Bristol Research Data Storage Facility (the Facility) Policy Procedures and FAQs This FAQs should be read in conjunction with the RDSF usage FAQs - https://www.acrc.bris.ac.uk/acrc/rdsf-faqs.html
Syracuse University SURFACE Upstate New York Science Librarians Conference 2011 Everything you ever wanted to know about the NSF data management planning requirement (but were afraid to ask) Sarah Wright
CILIP Executive Briefings 2014 Research Data Management: The library s role Tuesday 20 May 2014 Organised by #CILIPRDM @CILIPEvents Engaging with students and researchers: the case of the social sciences
Horizon2020 Data Management Plans Ma4 Harrison BGS Data Management plan What is a Data Management Plan? A data management plan (DMP) describes what data that will be created, the standards used to describe
Action full title: Universal, mobile-centric and opportunistic communications architecture Action acronym: UMOBILE Deliverable: D.6.10 - Data Management Plan Project Information: Project Full Title Project
Benefits of managing and sharing your data Research Data Management Support Services UK Data Service University of Essex April 2014 Overview Introduction to the UK Data Archive What is data management?
Sponsored Programs Guidance Cradle to Grave Data Management Data Management for Sponsored Programs (Adapted from Guidelines for Responsible Data Management in Scientific Research, Clinical Tools, Inc.)
Virginia Commonwealth University Rice Rivers Center Data Management Plan Table of Contents Objectives... 2 VCU Rice Rivers Center Research Protocol... 2 VCU Rice Rivers Center Data Management Plan... 3
1. Introduction www.nerc-bess.net NERC Biodiversity and Ecosystem Service Sustainability (BESS) Data Management Strategy 2011-2016 This document aims to provide guidance to all research projects operating
Outline of a Research Data Management Policy for Australian Universities / Institutions This documents purpose: This document is intended as a basic starting point for institutions that are intending to
Research Data Management Services Katherine McNeill Social Sciences Librarians Boot Camp June 1, 2012 Goals for the Workshop Context for research data management Libraries role in this arena Overview of
Digital Asset Management Developing your Institutional Repository Manny Bekier Director, Biomedical Communications Clinical Instructor, School of Public Health SUNY Downstate Medical Center Why DAM? We
Stewarding Big Data: Perspectives on Public Access to Federally Funded Scientific Research Data Big Data and Big Challenges for Law and Legal Information Georgetown Law Library January 30, 2013 William
Implementation of Open Researcher and Contributor ID (ORCID) at a Large Academic Institution Merle Rosenzweig*, AMLS Informationist Taubman Health Sciences Library, University of Michigan Abstract ORCID
REBs & Data Management Plans: Conflict & Coexistence Susan Babcock and Chuck Humphrey, University of Alberta CAREB Conference, Vancouver, Purpose of an ethics review Intended to maximize the protection
UQx MOOC Course Agreement: [Course Name] This project is perhaps best viewed as a whole of institution initiative, rather than just a technology enabled teaching project. The goal is to help guide a fundamental
Public Access Plan U.S. Department of Energy July 24, 2014 ENERGY.GOV Table of Contents Background... 3 Authority... 3 Public Access to Scientific Publications... 4 Scope... 4 Requirements... 5 Applicability...
Research Data Management Procedures pro-123 To be read in conjunction with: Research Data Management Policy Version: 2.00 Last amendment: Oct 2014 Next Review: Oct 2016 Approved By: Academic Board Date:
ENHANCED PUBLICATIONS IN THE CZECH REPUBLIC PETRA PEJŠOVÁ, HANA VYČÍTALOVÁ email@example.com, firstname.lastname@example.org The National Library of Technology, Czech Republic Abstract The aim of this
THE UNIVERSITY OF LEEDS VCEG/12/274 Vice Chancellor s Executive Group Funding for Research Data Management: Interim SOME CONTENT HAS BEEN REMOVED FROM THIS PAPER TO MAKE IT SUITABLE FOR PUBLIC DISSEMINATION
Publishing and citing research data Research Data Management Support Services UK Data Service University of Essex April 2014 Overview While research data is often exchanged in informal ways with collaborators
SHared Access Research Ecosystem (SHARE) June 7, 2013 DRAFT Association of American Universities (AAU) Association of Public and Land-grant Universities (APLU) Association of Research Libraries (ARL) This
Creating Codes with Spreadsheet Upload Ad-ID codes are created at www.ad-id.org. In order to create a code, you must first have a group, prefix and account set up and associated to each other. This document
ITServices SSC007-3333 University Way Kelowna, BC V1V 1V7 250.807.9000 www.ubc.ca/okanagan/itservices ACTIVE CONTENT MANAGER (ACM) An Introduction March 8, 2007 Introduction.ppt 1 Overview Content Management
Summary of Responses to the Request for Information (RFI): Input on Development of a NIH Data Catalog (NOT-HG-13-011) Key Dates Release Date: June 6, 2013 Response Date: June 25, 2013 Purpose This Request
Managing research data and Horizon 2020 Sarah Jones Digital Curation Centre, Glasgow email@example.com Twitter: @sjdcc Funded by: ConsorcioMadroñoconference on Data Management Plans and Horizon
DSpace: An Institutional Repository from the MIT Libraries and Hewlett Packard Laboratories MacKenzie Smith, Associate Director for Technology Massachusetts Institute of Technology Libraries, Cambridge,
Good Data Practices VIReC Cyberseminar Series May 2014 Good Data Practices 2014 2 GDP 2014 Acknowledgements Laurel Copeland, San Antonio VA Brian C. Sauer, Salt Lake City VA Kevin Stroupe, Hines VA Linda
Co-Motion: Data Management Plan Design for Wellbeing: Ageing and Mobility in the Built Environment EPSRC Grant Reference: EP/K03748X/1 Principal Investigator: Dr Mark Bevan Contact Project Manager: firstname.lastname@example.org
Research Data Management in Horizon 2020 Dr. Fieke Schoots, UBL 11 / 6 / 2015 From : Guidelines on Open Access to Scientific Publications and Research Data in Horizon 2020 [v.1.0, 11/12/2013] Open access
Image credit: http://www.flickr.com/photos/blprnt/3642742876/in/photostream/ Lifecycle Management Hannah Norton and Rolando Garcia-Milian UF Health Science Center Libraries Agenda The data lifecycle and
DIGITAL PRESERVATION The value of the research outputs produced by staff and research students at the University of Bradford cannot be over emphasised in demonstrating the scientific, societal and economic
Renewing Our Value: The Library s Role with Online Faculty Evaluations Maliaca Oxnam and Kimberly Chapman Annual evaluation processes for faculty are not new to most college and university campuses; however,
Using DCC DMPonline to write a Data Management Plan Laurence Horton, London School of Economics and Political Science email@example.com Version 1.0 November 2015 Table of Contents Introduction... 2
HERON (No: 649690): Deliverable D.2.6 DATA MANAGEMENT PLAN AUGUST 2015 Partners: Oxford Brookes University and Università Commerciale Luigi Bocconi Institutions: Low Carbon Building Group, Oxford Brookes
Your Work is Distinctive, What About Your Name? American University, 5 February 2015 Laurel L. Haak, PhD Executive Director, ORCID L.Haak@orcid.org http://orcid.org/0000-0001-5109-3700 Contact Info: p.
UNIVERSITY OF NAMIBIA SCHOLARLY COMMUNICATIONS POLICY FOR THE UNIVERSITY OF NAMIBIA Custodian /Responsible Executive Responsible Division Status Recommended by Pro Vice-Chancellor: Academic Affairs and
Recommendations of the Campus Data Management and Curation Advisory Committee November, 2011 Jeremy Frumkin and Anna Rosa Lampis, Co-Chairs Bryan Heidorn Chris Kollen Dan Malone Stuart Marsh Derek Masseth
Research Data Governance and Sharing 5 & 6 March 2015 1 Benefits of Data Sharing Promote open scientific inquiry Encourage synergies from multiple data sources Greater returns from public investment Promote
Data Management Best Practices for Landscape Conservation Cooperatives Part 1: LCC Funded Science Version 3.4, November 2012 LCC Network Data Management Working Group Sean Finn, Josh Bradley, Emily Fort,