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How Did BHL Get to
Big Data?
3 October 2017
TDWG 2017 | Ottawa
Martin R. Kalfatovic
Twitter @ BHLProgDirector
Biodiversity Heritage Library
A Science/Library/Technology
Project
“The cultivation of natural
history cannot be efficiently
carried out without reference to
an extensive library.”
Charles Darwin, et al (1847)
BHL encompasses
Technology Libraries Science
Built on foundation of 250+ years of library collecting in
the field of natural history...
Focusing on collection strengths at founding partner
institutions, BHL worked in core biodiversity areas ...
The Internet Archive provided a robust and low-cost
platform to work with partners around the world ...
9. Page View
A Collaboration of Many Content
Providers
No single partner library held all
the content, so to ramp up quickly,
BHL built on strengths
 Botany (Botanical Gardens)
 Entomology (Smithsonian)
 Large run serial publications
(NHM London, MBL WHOI)
 Vertebrate Zoology (Harvard
MCZ and AMNH)
1
20
2000000
4000000
6000000
8000000
10000000
12000000
14000000
16000000
18000000
1 2 3 4 5 6 7 8 9 10 11 12
Year
Pages
Growth of BHL content by year
53+MILLION
PAGES
TITLES VOLUMES
128,000+ 213,000+
178+MILLIONINSTANCES OF TAXONOMIC NAMES
645+IN-COPYRIGHT TITLES LICENSED FOR BHL
AGREEMENTS
WITH 275+
LICENSORS
*Stats as of October 2017
Robust and Sustainable
Funding Strategies
Core funding in
2007 from the
MacArthur
Foundation
through the
Encyclopedia of
Life
Biodiversity
Heritage
Library
Synthesis Center
Field Museum
Secretariat
Smithsonian
Education &
Outreach
Smithsonian/Harvard
Informatics
Marine Biological
Laboratory
*As of September 2017
MEMBERS
• American Museum of Natural History Library
• BHL Australia
• BHL México
• Cornell University Library
• Field Museum of Natural History Library
• Harvard University Botany Libraries
• Harvard University, Museum of Comparative
Zoology, Ernst Mayr Library
• Library of Congress
• The LuEsther T. Mertz Library, The New York
Botanical Garden
• Missouri Botanical Garden, Peter H. Raven
Library
• Muséum national d’Histoire naturelle
• National Library Board, Singapore
• Natural History Museum Library, London
• Royal Botanic Gardens, Kew, Library, Art &
Archives
• Smithsonian Libraries
• United States Department of Agriculture,
National Agricultural Library
• United States Geological Survey Libraries
Program
• University Library, University of Illinois
Urbana-Champaign
• University of Toronto Libraries
*As of September 2017
AFFILIATES
• Academy of Natural Sciences of Drexel
University, Library and Archives
• BHL Africa
• BHL China
• BHL Egypt
• BHL SciELO (Brazil)
• Bibliothèque cantonale et universitaire -
Lausanne
• California Academy of Sciences Library
• Canadian Museum of Nature
• Chicago Botanic Garden, Lenhardt Library
• Internet Archive
• Los Angeles County Arboretum & Botanic
Garden
• Marine Biological Laboratory/Woods Hole
Oceanographic Institution Library (MBLWHOI
Library)
• Mendel Museum
• Narodni Museum (National Museum, Prague)
• Natural History Museum Los Angeles County
• Naturalis Biodiversity Center
• Oak Spring Garden Foundation
• Smithsonian Institution Archives
Finances
2006 – 2016 Grants Received (by year)
FUNDING SOURCES
• Federal Funding
• Federal allocation to Smithsonian Libraries
• Member and Affiliate Dues
• Institutional Endowments
• Grants
• Alfred P. Sloan Foundation
• Arcadia Fund
• Council on Library & Information Resources
• Gordon & Betty Moore Foundation
• Institute of Museum & Library Services
• JRS Foundation
• MacArthur Foundation
• Mellon Foundation
• National Endowment for the Humanities
• National Science Foundation (NSF)
• Richard Lounsbery Foundation
• Donations
• Product Development
• Institutional Subventions
• In-Kind Contributions
CASH & IN-KIND CONTRIBUTIONS
DIRECT STAFF
$1,424,792.54
VALUE
OF
MEMBER & AFFILIATE
CONTRIBUTIONS 2016
OTHER
$392,751.28
2015
VS
2016
TOTAL IN-KIND
CONTRIBUTIONS
2015
$1,358,908.20
2016
$1,817,543.82
27.26
TOTAL MEMBER &
AFFILIATE FTEs
WORKING ON BHL
IN 2016
Growth Drivers
Permissions for In Copyright Material
Thanks to the work of the Expanding Access
to Biodiversity Literature team (Mariah Lewis
and Patrick Randall) and Bianca Crowley,
BHL had a successful year with 164 newly
licensed titles and 83 licensors since our last
meeting.
• Licensed titles in CY 2016: 164
• Licensors in CY 2016: 83
Permissions for In Copyright Material
BHL is a Global Consortium
19MEMBERS
AS OF SEPTEMBER 2017
18AFFILIATES
60+ WORLDWIDE PARTNERS
International Focus
Biodiversity Heritage Library
Field Notes Project
• Funded by a Digitizing Hidden Special
Collections and Archives grant from the
Council on Library and Information
Resources (CLIR)
• Two-year award for 491,713 USD.
• Collaborative effort to digitize field notes,
assign metadata, and publish online
through BHL & Internet Archive
• Lead Institutions: Smithsonian Libraries
and Smithsonian Institution Archives.
• Participating Institutions:
• American Museum of Natural History;
• The Field Museum of Natural History
Library; Harvard University Botany
Libraries; Harvard University, Museum of
Comparative Zoology, Ernst Mayr Library;
LuEsther T. Mertz Library, The New York
Botanical Garden; Missouri Botanical
Garden, Peter H. Raven Library; Museum
of Vertebrate Zoology at the University of
California, Berkeley; Yale Peabody
Museum Archives; and Internet Archive.
Smithsonian Field Book Project
• Currently funded by the Arcadia
Foundation, UK. Initiated with funding
from the Council on Library and
Information Resources and previously
supported by Smithsonian Women’s
Committee, and the National Park
Service’s Save America’s Treasures.
• Arcadia’s two-year award funded at
511,200 USD.
• Is coordinating work to catalog,
conserve and digitize scientists’ field
notes from the collections of the
Smithsonian.
• Content will be made available through
the Smithsonian’s Collection Search
Center at collections.si.edu and the
Biodiversity Heritage Library at
biodiversitylibrary.org, as well as
international aggregator sites such as
the Internet Archive and the Digital
Public Library of America.
Expanding Access to
Biodiversity Literature
• Funded by the Institute of Museum and
Library Services (IMLS) in 2015 as part
of the National Leadership Grants for
Libraries program.
• Two-year award for 846,457 USD.
• EABL is helping libraries, museums,
and natural history societies make their
content more widely available by
providing the tools and support
necessary to facilitate contribution to
the Digital Public Library of America
(DPLA) through BHL.
• Lead Institution: The New York
Botanical Garden.
• Participating Institutions: Harvard
Ernst Mayr Library of the Museum of
Comparative Zoology (MCZ), Missouri
Botanical Garden (MBG), and
Smithsonian Libraries (SIL).
• Progress to date: 3,578 volumes (479
titles; 393,063 pages); 127 in copyright
titles from 59 contributors.
116,500+
IMAGES IN FLICKR
TOTAL IMAGES
TAGGED34,500+
256+MILLION
TOTAL VIEWS ON IMAGES
OF TOTAL FLICKR
COLLECTION TAGGED
TAGGED IMAGES IN
EOL
30% 18,000+
BHL FLICKR NAMED 1 OF WIRED’S
27 MUST-FOLLOW FEEDS IN
THE WORLD OF SCIENCE
*Stats as of June 2017
WWW.FLICKR.COM/BIODIVLIBRARY
Connecting with Users
6.5+MILLION
TOTAL USERS TO DATE
AVERAGE MONTHLY
USERS113,000+
12+ MILLION
TOTAL WEBSITE VISITS TO DATE
AVERAGE MONTHLY
VISITS192,000+
VISITS FROM
243COUNTRIES &
TERRITORIES
*Stats as of September 2017
1. London
2. New York
3. Mexico City
4. Paris
5. Sydney
6. Berlin
7. Washington
8. Melbourne
9. New Delhi
10. Sao Paulo
Top 10 Cities by Sessions, CY 2016
124,295 users
February 2016
CY 2016
2.123m sessions
1.162m users
96,862 users/month
2007-2016
8.51% sessions
Mobile Sessions CY 2015
10.45% sessions
Mobile Sessions CY 2016
Mobile sessions increase by 34.43% over the past year
A Commitment to Open Access…
BHL is a charter signatory of the Bouchout Declaration
for Open Biodiversity Knowledge Management.
Fundamental principles of the Declaration:
Free & Open Use
Policies to Foster Free &
Open Access
Persistent Identifiers
Tracking Identifiers to
Ensure Attribution
Infrastructure, Standards &
Protocols to Improve Access
Linked Data
Sustainable Knowledge Management
Registers for Content &
Services
“Science is all about disseminating knowledge
and building upon what has come before, yet so
much of our knowledge of plants and animals
has remained inaccessible to those who could
make use of it.’”
Dr. John Sullivan
Evolutionary Biologist
Academy of Natural Sciences, Philadelphia
Cornell University
BHL: A Source for Big Data Analysis
Presenter: Mike Lichtenberg
11:00 AM - 12:30 PM, Ballroom A
4 October 2017 (Wednesday)
Using Big Data Techniques to Cross Dataset
Boundaries -
Integration and Analysis of Multiple Datasets
Organizers: Matthew Collins, Robert Guralnick,
Martin R. Kalfatovic
Expanding Access to Biodiversity Literature
Presenter: Mariah Lewis
Scientific Names: Linking the Past to Provide Context for Knowledge
Presenter: Thomas M. Orrell
A path to continuous reindexing of scientific names appearing in
Biodiversity Heritage Library data
Presenter: Dmitry Mozzherin
Crowdsourcing Data Enhancements to Improve Named Entity
Recognition in the Biodiversity Heritage Library
Presenter: Katie Mika
BHL’s Feedback Tools and User Surveys: Investigating User Needs
for Data in Digital Libraries
Presenter: Carolyn A. Sheffield
Thank You!
Twitter @ BHLProgDirector

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How Did BHL Get to Big Data?

  • 1. How Did BHL Get to Big Data? 3 October 2017 TDWG 2017 | Ottawa Martin R. Kalfatovic Twitter @ BHLProgDirector Biodiversity Heritage Library
  • 3. “The cultivation of natural history cannot be efficiently carried out without reference to an extensive library.” Charles Darwin, et al (1847)
  • 5. Built on foundation of 250+ years of library collecting in the field of natural history...
  • 6. Focusing on collection strengths at founding partner institutions, BHL worked in core biodiversity areas ...
  • 7. The Internet Archive provided a robust and low-cost platform to work with partners around the world ...
  • 9. A Collaboration of Many Content Providers
  • 10. No single partner library held all the content, so to ramp up quickly, BHL built on strengths  Botany (Botanical Gardens)  Entomology (Smithsonian)  Large run serial publications (NHM London, MBL WHOI)  Vertebrate Zoology (Harvard MCZ and AMNH)
  • 11.
  • 12. 1 20 2000000 4000000 6000000 8000000 10000000 12000000 14000000 16000000 18000000 1 2 3 4 5 6 7 8 9 10 11 12 Year Pages Growth of BHL content by year
  • 13. 53+MILLION PAGES TITLES VOLUMES 128,000+ 213,000+ 178+MILLIONINSTANCES OF TAXONOMIC NAMES 645+IN-COPYRIGHT TITLES LICENSED FOR BHL AGREEMENTS WITH 275+ LICENSORS *Stats as of October 2017
  • 15. Core funding in 2007 from the MacArthur Foundation through the Encyclopedia of Life
  • 16. Biodiversity Heritage Library Synthesis Center Field Museum Secretariat Smithsonian Education & Outreach Smithsonian/Harvard Informatics Marine Biological Laboratory
  • 17. *As of September 2017 MEMBERS • American Museum of Natural History Library • BHL Australia • BHL México • Cornell University Library • Field Museum of Natural History Library • Harvard University Botany Libraries • Harvard University, Museum of Comparative Zoology, Ernst Mayr Library • Library of Congress • The LuEsther T. Mertz Library, The New York Botanical Garden • Missouri Botanical Garden, Peter H. Raven Library • Muséum national d’Histoire naturelle • National Library Board, Singapore • Natural History Museum Library, London • Royal Botanic Gardens, Kew, Library, Art & Archives • Smithsonian Libraries • United States Department of Agriculture, National Agricultural Library • United States Geological Survey Libraries Program • University Library, University of Illinois Urbana-Champaign • University of Toronto Libraries
  • 18. *As of September 2017 AFFILIATES • Academy of Natural Sciences of Drexel University, Library and Archives • BHL Africa • BHL China • BHL Egypt • BHL SciELO (Brazil) • Bibliothèque cantonale et universitaire - Lausanne • California Academy of Sciences Library • Canadian Museum of Nature • Chicago Botanic Garden, Lenhardt Library • Internet Archive • Los Angeles County Arboretum & Botanic Garden • Marine Biological Laboratory/Woods Hole Oceanographic Institution Library (MBLWHOI Library) • Mendel Museum • Narodni Museum (National Museum, Prague) • Natural History Museum Los Angeles County • Naturalis Biodiversity Center • Oak Spring Garden Foundation • Smithsonian Institution Archives
  • 19. Finances 2006 – 2016 Grants Received (by year)
  • 20. FUNDING SOURCES • Federal Funding • Federal allocation to Smithsonian Libraries • Member and Affiliate Dues • Institutional Endowments • Grants • Alfred P. Sloan Foundation • Arcadia Fund • Council on Library & Information Resources • Gordon & Betty Moore Foundation • Institute of Museum & Library Services • JRS Foundation • MacArthur Foundation • Mellon Foundation • National Endowment for the Humanities • National Science Foundation (NSF) • Richard Lounsbery Foundation • Donations • Product Development • Institutional Subventions • In-Kind Contributions
  • 21. CASH & IN-KIND CONTRIBUTIONS DIRECT STAFF $1,424,792.54 VALUE OF MEMBER & AFFILIATE CONTRIBUTIONS 2016 OTHER $392,751.28 2015 VS 2016 TOTAL IN-KIND CONTRIBUTIONS 2015 $1,358,908.20 2016 $1,817,543.82 27.26 TOTAL MEMBER & AFFILIATE FTEs WORKING ON BHL IN 2016
  • 23. Permissions for In Copyright Material Thanks to the work of the Expanding Access to Biodiversity Literature team (Mariah Lewis and Patrick Randall) and Bianca Crowley, BHL had a successful year with 164 newly licensed titles and 83 licensors since our last meeting. • Licensed titles in CY 2016: 164 • Licensors in CY 2016: 83
  • 24. Permissions for In Copyright Material
  • 25. BHL is a Global Consortium 19MEMBERS AS OF SEPTEMBER 2017 18AFFILIATES 60+ WORLDWIDE PARTNERS
  • 27. Biodiversity Heritage Library Field Notes Project • Funded by a Digitizing Hidden Special Collections and Archives grant from the Council on Library and Information Resources (CLIR) • Two-year award for 491,713 USD. • Collaborative effort to digitize field notes, assign metadata, and publish online through BHL & Internet Archive • Lead Institutions: Smithsonian Libraries and Smithsonian Institution Archives. • Participating Institutions: • American Museum of Natural History; • The Field Museum of Natural History Library; Harvard University Botany Libraries; Harvard University, Museum of Comparative Zoology, Ernst Mayr Library; LuEsther T. Mertz Library, The New York Botanical Garden; Missouri Botanical Garden, Peter H. Raven Library; Museum of Vertebrate Zoology at the University of California, Berkeley; Yale Peabody Museum Archives; and Internet Archive.
  • 28. Smithsonian Field Book Project • Currently funded by the Arcadia Foundation, UK. Initiated with funding from the Council on Library and Information Resources and previously supported by Smithsonian Women’s Committee, and the National Park Service’s Save America’s Treasures. • Arcadia’s two-year award funded at 511,200 USD. • Is coordinating work to catalog, conserve and digitize scientists’ field notes from the collections of the Smithsonian. • Content will be made available through the Smithsonian’s Collection Search Center at collections.si.edu and the Biodiversity Heritage Library at biodiversitylibrary.org, as well as international aggregator sites such as the Internet Archive and the Digital Public Library of America.
  • 29. Expanding Access to Biodiversity Literature • Funded by the Institute of Museum and Library Services (IMLS) in 2015 as part of the National Leadership Grants for Libraries program. • Two-year award for 846,457 USD. • EABL is helping libraries, museums, and natural history societies make their content more widely available by providing the tools and support necessary to facilitate contribution to the Digital Public Library of America (DPLA) through BHL. • Lead Institution: The New York Botanical Garden. • Participating Institutions: Harvard Ernst Mayr Library of the Museum of Comparative Zoology (MCZ), Missouri Botanical Garden (MBG), and Smithsonian Libraries (SIL). • Progress to date: 3,578 volumes (479 titles; 393,063 pages); 127 in copyright titles from 59 contributors.
  • 30. 116,500+ IMAGES IN FLICKR TOTAL IMAGES TAGGED34,500+ 256+MILLION TOTAL VIEWS ON IMAGES OF TOTAL FLICKR COLLECTION TAGGED TAGGED IMAGES IN EOL 30% 18,000+ BHL FLICKR NAMED 1 OF WIRED’S 27 MUST-FOLLOW FEEDS IN THE WORLD OF SCIENCE *Stats as of June 2017 WWW.FLICKR.COM/BIODIVLIBRARY
  • 32. 6.5+MILLION TOTAL USERS TO DATE AVERAGE MONTHLY USERS113,000+ 12+ MILLION TOTAL WEBSITE VISITS TO DATE AVERAGE MONTHLY VISITS192,000+ VISITS FROM 243COUNTRIES & TERRITORIES *Stats as of September 2017
  • 33. 1. London 2. New York 3. Mexico City 4. Paris 5. Sydney 6. Berlin 7. Washington 8. Melbourne 9. New Delhi 10. Sao Paulo Top 10 Cities by Sessions, CY 2016
  • 34. 124,295 users February 2016 CY 2016 2.123m sessions 1.162m users 96,862 users/month 2007-2016
  • 35. 8.51% sessions Mobile Sessions CY 2015 10.45% sessions Mobile Sessions CY 2016 Mobile sessions increase by 34.43% over the past year
  • 36. A Commitment to Open Access… BHL is a charter signatory of the Bouchout Declaration for Open Biodiversity Knowledge Management. Fundamental principles of the Declaration: Free & Open Use Policies to Foster Free & Open Access Persistent Identifiers Tracking Identifiers to Ensure Attribution Infrastructure, Standards & Protocols to Improve Access Linked Data Sustainable Knowledge Management Registers for Content & Services
  • 37. “Science is all about disseminating knowledge and building upon what has come before, yet so much of our knowledge of plants and animals has remained inaccessible to those who could make use of it.’” Dr. John Sullivan Evolutionary Biologist Academy of Natural Sciences, Philadelphia Cornell University
  • 38. BHL: A Source for Big Data Analysis Presenter: Mike Lichtenberg 11:00 AM - 12:30 PM, Ballroom A 4 October 2017 (Wednesday) Using Big Data Techniques to Cross Dataset Boundaries - Integration and Analysis of Multiple Datasets Organizers: Matthew Collins, Robert Guralnick, Martin R. Kalfatovic
  • 39.
  • 40. Expanding Access to Biodiversity Literature Presenter: Mariah Lewis Scientific Names: Linking the Past to Provide Context for Knowledge Presenter: Thomas M. Orrell A path to continuous reindexing of scientific names appearing in Biodiversity Heritage Library data Presenter: Dmitry Mozzherin Crowdsourcing Data Enhancements to Improve Named Entity Recognition in the Biodiversity Heritage Library Presenter: Katie Mika BHL’s Feedback Tools and User Surveys: Investigating User Needs for Data in Digital Libraries Presenter: Carolyn A. Sheffield
  • 41. Thank You! Twitter @ BHLProgDirector