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FAIR and open collection
data management
Dag Endresen | GBIF Node Manager for Norway
MUSIT meeting, Oslo, Norway | 15th March 2021
Global Biodiversity Information Facility
Illustration by Collections at the Smithsonian Museum of Natural History
GBIF PROVIDES “FAIR” DATA MOBILISATION INFRASTRUCTURE
Very few museum
specimens are digitized
Natural history museum collections
worldwide conserve an estimated
1.2 - 3 billion specimens.
(Ariño 2010; Duckworth et al. 1993)
GBIF publishes 1,6 billion records –
including almost 200 million specimens.
approx. 10% coverage?
Photo: Botany Collection, Algae, Smithsonian National
Museum of Natural History Museum, by Chip Clark.
DIGITIZED SPECIMENS AT UIO NHM OSLO (APPROX 47%)
https://wiki.uio.no/nhm/skf/best-practices/index.php/Samlingstall
new possibilities for novel curiosity-driven research
Open science
Traditional
museum science
Biodiversity Informatics
Global Biodiversity Information Facility
WHY SHOULD MUSEUMS CARE ABOUT OPEN SCIENCE?
WHY APPROACH OPEN SCIENCE IN MUSEUMS?
v We are in the middle of an ongoing paradigm
shift in scientific practice (and impact metrics).
v Natural History Museums will need to develop
different approaches, than they needed in the
past – to remain relevant.
v Society is gaining Big Data maturity and will
expect new services from museum collections.
v The open science wave is moving fast!
DATA CITATION AS A NEW CURRENCY OF SCIENCE
● Peer-reviewed scholarly papers in high impact journals
maintain considerable weight for impact metrics.
● A movement is under way to build similar status for
open data, open metadata, open material samples, and
other open scientific research products…
DECLARATION ON RESEARCH ASSESSMENT
● DORA recognizes the need to improve the ways in which the
outputs of scholarly research are evaluated.
● DORA’s vision is to advance practical and robust approaches to
research assessment globally and across all scholarly disciplines.
● It has become a worldwide initiative covering all scholarly
disciplines and key stakeholders.
○ The Declaration on Research Assessment (DORA) was developed in San Francisco in 2012.
○ To date (2021-03-14), 17 085 individuals and 2 169 organizations in 145 countries have signed DORA.
○ Covering funders, publishers, professional societies, institutions, and researchers.
○ The Research Council of Norway (RCN) signed DORA (in May 2018).
○ WHEN will UiO sign? (Signed by NMBU, NTNU, UiT, UiA, UiS, DKNVS, OsloMet, Oslo Univ Hospital…)
FAIR data is about machine-readable data …
… researchers need to do more than simply post
their data on the web for it to be re-usable.
• It is irresponsible to support research but not data
stewardship. Huge sums of taxpayer funds go to
waste because such data cannot be reused.
• On average, 5% of overall research costs should go
towards data stewardship.
• If data are treated properly, researchers will have
significantly more time to do research.
INVEST 5% OF RESEARCH FUNDS IN ENSURING
DATA ARE REUSABLE
Barend Mons, Nature 578: 491, 27 February 2020
Barend Mons co-leads GO FAIR and co-author of the FAIR principles (2016)
OPPORTUNITIES
● Skills for open research and open
data are in increasing demand!
● Enables new research
methodologies that were not
possible before.
● Funding opportunities.
● GBIF brings new benefits for our
museums.
Intergovernmental network
and research infrastructure
Provides anyone, anywhere,
free and open access to data
about all types of life on Earth
Voluntary collaboration
through Memorandum of
Understanding (MoU)
Participant nodes, Secretariat
in Copenhagen, Denmark
WHAT IS GBIF?
https://www.gbif.org
GBIF PARTICIPANT COUNTRIES
https://www.gbif.org/the-gbif-network
41 Voting Participants
21 Associate Countries
39 Other Associate
1721 Data publishers
Map updated 14th
March 2021
A WINDOW ON EVIDENCE ABOUT WHERE SPECIES HAVE LIVED, AND WHEN
https://www.gbif.org/occurrence/search
Digitized
specimens
Observations
Literature
Remote-sensing
Environmental
DNA
Common
standards
(DwC)
Data publishing
and indexing
Data discovery and use
SOURCES OF DATA IN GBIF: DIGITIZED SPECIMENS FROM MUSEUM COLLECTIONS
SOURCES OF DATA IN GBIF: CITIZEN SCIENCE OBSERVATIONS
SOURCES OF DATA IN GBIF: TAXONOMIC LITERATURE, OLD AND NEW
Data liberation
SOURCES OF DATA IN GBIF: DNA SEQUENCE-DERIVED OCCURRENCE DATA
MGnify -- https://www.gbif.org/publisher/ab733144-7043-4e88-bd4f-fca7bf858880
SPECIES OCCURRENCE RECORDS
WITH MULTIMEDIA EVIDENCE
27th January 2021
75 million records with taxonomically
identified images (1.8 million from Norway)
• 41.1 million specimens (Norway: 884 763)
• 31.3 million human observations (Norway: 923 763)
• 1.4 million material samples (Norway: 38 386)
685 806 audio files (Norway: 3 566)
2 825 videos (Norway: 4)
https://www.gbif.org/occurrence/gallery
BY THE NUMBERS | 15 MARCH 2021
62
Country
Participants
39
Organizational
Participants
5 571
Peer-review papers
using data
1 661 934 359
Species occurrence records
56 967
Datasets
1 652
Publishers
23.6 billion
Average records downloaded per month
(2020)
DATA TRENDS ON GBIF.org
https://www.gbif.org/analytics/global
% specimens
GLOBAL BIODIVERSITY VS. DIGITALLY AVAILABLE DATA
Image:
FL
Fawcett
in
Wheller
Ann.
Entomol.
Soc.
Am.
1990
Troudet
et
al.
Nature
Scientific
Reports
2017
1267 mill.
animals
335 m
plants
21 m
fungi
17 m
bacteria
0,04 m
virus
BY THE NUMBERS | 15 MARCH 2021 -- NORWAY
131
Peer-review papers
using data (co-author
from Norway
41 824 982
Species occurrence records (published from)
307
Datasets (published from)
38
Publishers
(from Norway)
data users
Darwin
Core
Research
data portals
GBIF: MULTIPLE-PURPOSE DATA PUBLISHING SERVICES
portal
Bio-Collections
& ecology datasets
Norwegian Red List
EU Directive reporting
(proposed workflow)
POLICY LINKS
International treaties – national progress based on national GBIF data publication
POLICY LINKS: AICHI TARGETS
- Trend in invasive
alien species
introductions (through
Global Register of
Introduced and
Invasive Species)
- Species Protection
Index
- Protected Area
Representativeness
Index
- Comprehensiveness
of conservation of
socioeconomically/cu
lturally valuable
species
- Agrobiodiversity
Index
- Crop Wild Relative
Index
- Growth in species
occurrence records
accessible through
GBIF
- Species Status
Information Index
https://www.cbd.int/cooperation/csp/gbif.shtml | https://www.cbd.int/csp/survey/GBIF.pdf
A DATA RESOURCE TO SUPPORT RESEARCH AND SUSTAINABLE DEVELOPMENT
Conservation
- Protected areas
- Threatened species
- Invasive species risk
Food Security
- Crop wild relatives
- In situ, ex situ
conservation of
genetic diversity
- Fisheries planning
Climate change
- Modelling impacts on
species ranges
- Adaptation strategies
- Mitigation benefits,
risks
Human health
- Disease risk based on
occurrence of vectors,
hosts, reservoirs
- Medicinal plants
- Hazards e.g. snakebite
https://www.gbif.org/science-review
CREDIT FOR DATA REUSE
To incentivize the sharing
of useful data, the scientific
enterprise needs a well-
defined system that links
individuals with reuse of
data sets they generate
Pierce et al. Credit data generators for data
reuse, Nature 6 June 2019
PEER-REVIEWED PUBLICATIONS USING GBIF-MEDIATED DATA
https://www.gbif.org/resource/search?contentType=literature&literatureType=journal&relevance=GBIF_USED&peerReview=true
626
52
89
148
169
229
249
350
407
428
696
676
743
938
0 200 400 600 800 1 000 1 200
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
Year-to-date Annual total (with projection for 2020)
~ 2-3 papers a day
#CiteTheDOI
HOW TO CITE DATA MEDIATED BY GBIF
1. Download data from GBIF.org
2. and receive recommended citation with a download DOI
3. Cite the DOI in published research or other work
Example: GBIF.org (15 March 2021) GBIF Occurrence Download https//doi.org/10.15468/dl.xxxxxx
https://www.gbif.org/citation-guidelines #CiteTheDOI
DOI BASED DATA CITATION AT GBIF.ORG
NTNU Vascular plants: https://doi.org/10.15468/zrlqok
citations papers
dataset
#CiteTheDOI
new tools - bionomia
BIONOMIA
https://bionomia.net/help-others
Link natural history specimens
to the world's collectors.
BIONOMIA
•recordedByID
•identifiedByID
WIKIDATA
ORCID GBIF
Catalogue number 2007334
Occurrence ID urn:catalog:O:V:2007334
Other catalogue numbers urn:uuid:0574816d-3d99-41b8-b3b8-c6035de0e929
Event date 1971-01-04
Recorded by Johannes Lid
Recorded by ID http://www.wikidata.org/entity/Q94522
Date identified 1971-01-04T00:00:00
Identified by Johannes Lid
Identified by ID http://www.wikidata.org/entity/Q94522
Fridtjof Nansen
Fridtjof Nansen; Fridtjof Wedel-Jarlsberg Nansen. October 10, 1861 – May 13, 1930 †
zoologist, polar explorer, diplomat, professor, politician, photographer
https://www.wikidata.org/wiki/Q72292
Roald Amundsen
Roald Amundsen; Roald Engelbregt Gravning Amundsen
* July 16, 1872 – June 18, 1928 †
explorer, writer, sailor, researcher, polar explorer, aircraft pilot
Norwegian explorer; first person to reach the South Pole
https://www.wikidata.org/wiki/Q926
Johan Ernst Gunnerus
Johan Ernst Gunnerus; Gunnerus. * February 26, 1718 – September 25, 1773 †
botanist, ornithologist, pteridologist, bryologist, priest, zoologist, theologian,
lichenologist, university teacher, mycologist, philologist, philosopher
h4ps://www.wikidata.org/wiki/Q703279
https://orcid.org/0000-0003-4524-0617
THANK YOU
www.gbif.org
Dag Endresen | GBIF Norway
helpdesk@gbif.no

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GBIF and Biodiversity informatics for museums, 15 March 2021

  • 1. FAIR and open collection data management Dag Endresen | GBIF Node Manager for Norway MUSIT meeting, Oslo, Norway | 15th March 2021 Global Biodiversity Information Facility Illustration by Collections at the Smithsonian Museum of Natural History
  • 2. GBIF PROVIDES “FAIR” DATA MOBILISATION INFRASTRUCTURE
  • 3. Very few museum specimens are digitized Natural history museum collections worldwide conserve an estimated 1.2 - 3 billion specimens. (Ariño 2010; Duckworth et al. 1993) GBIF publishes 1,6 billion records – including almost 200 million specimens. approx. 10% coverage? Photo: Botany Collection, Algae, Smithsonian National Museum of Natural History Museum, by Chip Clark.
  • 4. DIGITIZED SPECIMENS AT UIO NHM OSLO (APPROX 47%) https://wiki.uio.no/nhm/skf/best-practices/index.php/Samlingstall
  • 5. new possibilities for novel curiosity-driven research Open science Traditional museum science Biodiversity Informatics Global Biodiversity Information Facility
  • 6. WHY SHOULD MUSEUMS CARE ABOUT OPEN SCIENCE?
  • 7. WHY APPROACH OPEN SCIENCE IN MUSEUMS? v We are in the middle of an ongoing paradigm shift in scientific practice (and impact metrics). v Natural History Museums will need to develop different approaches, than they needed in the past – to remain relevant. v Society is gaining Big Data maturity and will expect new services from museum collections. v The open science wave is moving fast!
  • 8. DATA CITATION AS A NEW CURRENCY OF SCIENCE ● Peer-reviewed scholarly papers in high impact journals maintain considerable weight for impact metrics. ● A movement is under way to build similar status for open data, open metadata, open material samples, and other open scientific research products…
  • 9. DECLARATION ON RESEARCH ASSESSMENT ● DORA recognizes the need to improve the ways in which the outputs of scholarly research are evaluated. ● DORA’s vision is to advance practical and robust approaches to research assessment globally and across all scholarly disciplines. ● It has become a worldwide initiative covering all scholarly disciplines and key stakeholders. ○ The Declaration on Research Assessment (DORA) was developed in San Francisco in 2012. ○ To date (2021-03-14), 17 085 individuals and 2 169 organizations in 145 countries have signed DORA. ○ Covering funders, publishers, professional societies, institutions, and researchers. ○ The Research Council of Norway (RCN) signed DORA (in May 2018). ○ WHEN will UiO sign? (Signed by NMBU, NTNU, UiT, UiA, UiS, DKNVS, OsloMet, Oslo Univ Hospital…)
  • 10. FAIR data is about machine-readable data … … researchers need to do more than simply post their data on the web for it to be re-usable.
  • 11. • It is irresponsible to support research but not data stewardship. Huge sums of taxpayer funds go to waste because such data cannot be reused. • On average, 5% of overall research costs should go towards data stewardship. • If data are treated properly, researchers will have significantly more time to do research. INVEST 5% OF RESEARCH FUNDS IN ENSURING DATA ARE REUSABLE Barend Mons, Nature 578: 491, 27 February 2020 Barend Mons co-leads GO FAIR and co-author of the FAIR principles (2016)
  • 12. OPPORTUNITIES ● Skills for open research and open data are in increasing demand! ● Enables new research methodologies that were not possible before. ● Funding opportunities. ● GBIF brings new benefits for our museums.
  • 13.
  • 14. Intergovernmental network and research infrastructure Provides anyone, anywhere, free and open access to data about all types of life on Earth Voluntary collaboration through Memorandum of Understanding (MoU) Participant nodes, Secretariat in Copenhagen, Denmark WHAT IS GBIF? https://www.gbif.org
  • 15. GBIF PARTICIPANT COUNTRIES https://www.gbif.org/the-gbif-network 41 Voting Participants 21 Associate Countries 39 Other Associate 1721 Data publishers
  • 17. A WINDOW ON EVIDENCE ABOUT WHERE SPECIES HAVE LIVED, AND WHEN https://www.gbif.org/occurrence/search Digitized specimens Observations Literature Remote-sensing Environmental DNA Common standards (DwC) Data publishing and indexing Data discovery and use
  • 18. SOURCES OF DATA IN GBIF: DIGITIZED SPECIMENS FROM MUSEUM COLLECTIONS
  • 19. SOURCES OF DATA IN GBIF: CITIZEN SCIENCE OBSERVATIONS
  • 20. SOURCES OF DATA IN GBIF: TAXONOMIC LITERATURE, OLD AND NEW Data liberation
  • 21. SOURCES OF DATA IN GBIF: DNA SEQUENCE-DERIVED OCCURRENCE DATA MGnify -- https://www.gbif.org/publisher/ab733144-7043-4e88-bd4f-fca7bf858880
  • 22. SPECIES OCCURRENCE RECORDS WITH MULTIMEDIA EVIDENCE 27th January 2021 75 million records with taxonomically identified images (1.8 million from Norway) • 41.1 million specimens (Norway: 884 763) • 31.3 million human observations (Norway: 923 763) • 1.4 million material samples (Norway: 38 386) 685 806 audio files (Norway: 3 566) 2 825 videos (Norway: 4) https://www.gbif.org/occurrence/gallery
  • 23. BY THE NUMBERS | 15 MARCH 2021 62 Country Participants 39 Organizational Participants 5 571 Peer-review papers using data 1 661 934 359 Species occurrence records 56 967 Datasets 1 652 Publishers 23.6 billion Average records downloaded per month (2020)
  • 24. DATA TRENDS ON GBIF.org https://www.gbif.org/analytics/global % specimens
  • 25. GLOBAL BIODIVERSITY VS. DIGITALLY AVAILABLE DATA Image: FL Fawcett in Wheller Ann. Entomol. Soc. Am. 1990 Troudet et al. Nature Scientific Reports 2017 1267 mill. animals 335 m plants 21 m fungi 17 m bacteria 0,04 m virus
  • 26. BY THE NUMBERS | 15 MARCH 2021 -- NORWAY 131 Peer-review papers using data (co-author from Norway 41 824 982 Species occurrence records (published from) 307 Datasets (published from) 38 Publishers (from Norway)
  • 28. Darwin Core Research data portals GBIF: MULTIPLE-PURPOSE DATA PUBLISHING SERVICES portal Bio-Collections & ecology datasets Norwegian Red List EU Directive reporting (proposed workflow)
  • 29. POLICY LINKS International treaties – national progress based on national GBIF data publication
  • 30. POLICY LINKS: AICHI TARGETS - Trend in invasive alien species introductions (through Global Register of Introduced and Invasive Species) - Species Protection Index - Protected Area Representativeness Index - Comprehensiveness of conservation of socioeconomically/cu lturally valuable species - Agrobiodiversity Index - Crop Wild Relative Index - Growth in species occurrence records accessible through GBIF - Species Status Information Index https://www.cbd.int/cooperation/csp/gbif.shtml | https://www.cbd.int/csp/survey/GBIF.pdf
  • 31. A DATA RESOURCE TO SUPPORT RESEARCH AND SUSTAINABLE DEVELOPMENT Conservation - Protected areas - Threatened species - Invasive species risk Food Security - Crop wild relatives - In situ, ex situ conservation of genetic diversity - Fisheries planning Climate change - Modelling impacts on species ranges - Adaptation strategies - Mitigation benefits, risks Human health - Disease risk based on occurrence of vectors, hosts, reservoirs - Medicinal plants - Hazards e.g. snakebite https://www.gbif.org/science-review
  • 32. CREDIT FOR DATA REUSE To incentivize the sharing of useful data, the scientific enterprise needs a well- defined system that links individuals with reuse of data sets they generate Pierce et al. Credit data generators for data reuse, Nature 6 June 2019
  • 33. PEER-REVIEWED PUBLICATIONS USING GBIF-MEDIATED DATA https://www.gbif.org/resource/search?contentType=literature&literatureType=journal&relevance=GBIF_USED&peerReview=true 626 52 89 148 169 229 249 350 407 428 696 676 743 938 0 200 400 600 800 1 000 1 200 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 Year-to-date Annual total (with projection for 2020) ~ 2-3 papers a day #CiteTheDOI
  • 34. HOW TO CITE DATA MEDIATED BY GBIF 1. Download data from GBIF.org 2. and receive recommended citation with a download DOI 3. Cite the DOI in published research or other work Example: GBIF.org (15 March 2021) GBIF Occurrence Download https//doi.org/10.15468/dl.xxxxxx https://www.gbif.org/citation-guidelines #CiteTheDOI
  • 35. DOI BASED DATA CITATION AT GBIF.ORG NTNU Vascular plants: https://doi.org/10.15468/zrlqok citations papers dataset #CiteTheDOI
  • 36. new tools - bionomia
  • 39. Catalogue number 2007334 Occurrence ID urn:catalog:O:V:2007334 Other catalogue numbers urn:uuid:0574816d-3d99-41b8-b3b8-c6035de0e929 Event date 1971-01-04 Recorded by Johannes Lid Recorded by ID http://www.wikidata.org/entity/Q94522 Date identified 1971-01-04T00:00:00 Identified by Johannes Lid Identified by ID http://www.wikidata.org/entity/Q94522
  • 40.
  • 41.
  • 42.
  • 43.
  • 44.
  • 45.
  • 46.
  • 47. Fridtjof Nansen Fridtjof Nansen; Fridtjof Wedel-Jarlsberg Nansen. October 10, 1861 – May 13, 1930 † zoologist, polar explorer, diplomat, professor, politician, photographer https://www.wikidata.org/wiki/Q72292
  • 48. Roald Amundsen Roald Amundsen; Roald Engelbregt Gravning Amundsen * July 16, 1872 – June 18, 1928 † explorer, writer, sailor, researcher, polar explorer, aircraft pilot Norwegian explorer; first person to reach the South Pole https://www.wikidata.org/wiki/Q926
  • 49. Johan Ernst Gunnerus Johan Ernst Gunnerus; Gunnerus. * February 26, 1718 – September 25, 1773 † botanist, ornithologist, pteridologist, bryologist, priest, zoologist, theologian, lichenologist, university teacher, mycologist, philologist, philosopher h4ps://www.wikidata.org/wiki/Q703279
  • 51. THANK YOU www.gbif.org Dag Endresen | GBIF Norway helpdesk@gbif.no