SlideShare ist ein Scribd-Unternehmen logo
1 von 21
BiSciCol: Biological Science
Collections Tracker

Tracking Biodiversity
Objects to Brokering Standards

Brian Stucky, University of Colorado, Boulder
John Deck, University of California, Berkeley
Lukasz Ziemba, University of Florida, Gaineseville
Nico Cellinese, University of Florida, Gainesville
Rob Guralnick, University of Colorado, Boulder
BiSciCol Team:
Reed Beaman, Nico Cellinese, Jonathan Coddington, Neil Davies, John Deck, Rob
Guralnick, Bryan P. Heidorn, Chris Meyer, Tom Orrell, Rich Pyle, Kate Rachwal, Brian
Stucky, Rob Whitton, Lukasz Ziemba




                                                                        Univ. Hawai’i
                                                                        Univ. Arizona
                                                                        Smithsonian
•   National Science Foundation funded 2010 – 2014
•   Infrastructure to tag & track specimens & derivates in cyberspace
•   Relies on globally unique identifiers (GUIDs) to track objects
•   Implements a Linked Data approach
QUANTITY OF DATA IS FIRST LINK IN A LARGER CHAIN OF ISSUES
Here is the problem:

Lots of Data ….
                  Generates …
Data stores:      Taxonomic concepts: Catalog of Life, WORMS, ITIS, EOL, GNA
                  Geography: GBIF, IUCN ranges, Map of Life, WDPA
      Standards   Genes/genomes: Genbank, TreeBase, ToL Web, AVATOL, BOLD
                  Phenotypes and traits: MorphBank, TRY, Phenoscape
EOL

                                          GBIF

             NCBI




A Growing Constellation of Biodiversity Data and Knowledge
How do we link all these data together?
Borrowing from Facebook and social media…
Can we track relationships for Biological Objects as well?
A Biological Relationship Graph …




                      Taxonomic Type Filter




                      Class Filter
                       X  Specimens
                           Tissues
                       X   Sequences

                      Functions
                       X   Infer Relationships Across providers
Moorea Biocode Example: From field collection through
          analysis, across multiple systems

                       Taxon          (Taxon)         Taxon*n          Taxon


                         Key           (Key)          Blast*n              Blast



   (Biocode Event)
                                                            (metagenomic
                                                            Sequencing)
                                    (CAMERA
                                    Gut Sample Event)


    (Essig Museum Specimen)
                                                            (Genbank Sequence)
                               (Smithsonian Tissue)
Examples:
Global Unique identifiers:                • Globally unique (mandatory)
                                          • Persistent (not mandatory, but very helpful)
      http://example.org/urn:lsid:example.org:specimen/7217D220-836A-11DF-8395-0800200C9A66
                                          • Resolvable (not mandatory, but very helpful)
      http://mycollection.org/specimen/JDeckSpecimen1
      http://mycollection.org/specimen/uuid=7217D220-836A-11DF-8395-0800200C9A66
      http://dx.doi.org/10.5072/FK2JW8GKM
Simple relationship
      terms:




    Graph
relationships:
ONE FINAL PIECE
OF THE PUZZLE:
 GIVING BIRTH TO
DATA IN THE RIGHT
   FORMAT FOR
     LINKING
“Triplifier” - creating the format for linking biological objects

                                          Darwin Core
                                            Archive
                                                           Darwin
                                                           Core
                                                           Archive




                                       Triplifier
                                       Create links from
                                       Native data formats


                  Mysql




                                KEMU
                                                   Mysql
QUERY AND RESULTS ACROSS LINKED DATA


                Response




        Query
BISCICOL – EXAMPLE SEARCH


Client Interface:
Search Scientific Name: Aedes increpitus               Run


 Results:
 OccurrenceID1 (Aedes increpitus Dyar, 1916 )
 OccurrenceID3 (Aedes vittata Theobald, 1903)



                    Taxon SERVICE (ITIS / GNUB)
                    http://lsid.itis.gov/urn:lsid:itis.gov:itis_tsn:126314
                    http://lsid.itis.gov/urn:lsid:itis.gov:itis_tsn:126317
                    http://gnub.org/8E19F1DC-74BA-47D4-A505-6498414B4CCE


                    BISCICOL SERVICE LOOKUP:
                    dwc:IdentificationID1 :relatedTo http://lsid.itis.gov/urn:lsid:itis.gov:itis_tsn:126314
                    dwc:IdentificationID1 :relatedTo dwc:OccurrenceID1
                    dwc:IdentificationID2 :relatedTo http://lsid.itis.gov/urn:lsid:itis.gov:itis_tsn:126317
                    dwc:IdentificationID2 :relatedTo dwc:OccurrenceID3
IndividualID1   EventID1   GeoreferenceID1

                EventID2   GeoreferenceID2

                EventID3   GeoreferenceID3
Working with
 Locations:
   Tracking
 location in
 space of a
    moving
  individual
   (whales)
Data Impact Factor – Graph Metrics

Collectors                            Graphs
          Gustav Paulay               [ ] GBIF Relations Graph
          (102,000 direct children)   [X] Moorea Biocode
                                      [X] SI MSNGR System
                                      [+] Add New Graph
          Christopher Meyer
          (83,000 direct children)    Occurrences
                                                MBIO99999
          Craig Moritz                          (1024 total descendents)
          (523 direct children)

                                                IMBL8888888
                                                (723 total descendents)

Events                                Cited occurrences over time
         Biocode10234
         (4234 direct children)

         Expedition21234
         (1023 direct children)
Why BiSciCol and Why SPNHC and Why Collaborations?

• New era of collections digitization
    •   new & derived data objects created, replicated, annotated
• BiSciCol tackles preservation of nat. hist. collections challenge:
    •   How to follow these digital objects
    •   How to link together objects and derivatives back to specimens
• BiSciCol is about community, collaborative practice
    •   Commitment to standards, ontologies
    •   Agreement on permanent, resolvable identifiers
    •   Triplification of data sources to enhance linked data

Weitere ähnliche Inhalte

Andere mochten auch

SCIENCE and TECHNOLOGY XXI: New Physical Science XXI
SCIENCE and TECHNOLOGY XXI: New Physical Science XXISCIENCE and TECHNOLOGY XXI: New Physical Science XXI
SCIENCE and TECHNOLOGY XXI: New Physical Science XXI
Azamat Abdoullaev
 
Physical science 101 intro sp 2011
Physical science 101 intro sp 2011Physical science 101 intro sp 2011
Physical science 101 intro sp 2011
lschmidt1170
 
THE ART OF SALESMANSHIP
THE ART OF SALESMANSHIPTHE ART OF SALESMANSHIP
THE ART OF SALESMANSHIP
john lomahan
 
Chapter 1 Introduction to Biology
Chapter 1  Introduction to BiologyChapter 1  Introduction to Biology
Chapter 1 Introduction to Biology
Belen Ynzon
 
new-product-development-process
new-product-development-processnew-product-development-process
new-product-development-process
arunalapati
 

Andere mochten auch (18)

SCIENCE and TECHNOLOGY XXI: New Physical Science XXI
SCIENCE and TECHNOLOGY XXI: New Physical Science XXISCIENCE and TECHNOLOGY XXI: New Physical Science XXI
SCIENCE and TECHNOLOGY XXI: New Physical Science XXI
 
Physical science 101 intro sp 2011
Physical science 101 intro sp 2011Physical science 101 intro sp 2011
Physical science 101 intro sp 2011
 
Biological science
Biological scienceBiological science
Biological science
 
Intro to physical science and measurements
Intro to physical science and measurementsIntro to physical science and measurements
Intro to physical science and measurements
 
cONSUMER mARKET aND bUYER bEhavior
cONSUMER mARKET aND bUYER bEhaviorcONSUMER mARKET aND bUYER bEhavior
cONSUMER mARKET aND bUYER bEhavior
 
Physical science
Physical sciencePhysical science
Physical science
 
Biological science
Biological scienceBiological science
Biological science
 
Physical Science Notes - Properties, Systems, Matter & Energy
Physical Science Notes - Properties, Systems, Matter & EnergyPhysical Science Notes - Properties, Systems, Matter & Energy
Physical Science Notes - Properties, Systems, Matter & Energy
 
What is Physical Science?
What is Physical Science?What is Physical Science?
What is Physical Science?
 
THE ART OF SALESMANSHIP
THE ART OF SALESMANSHIPTHE ART OF SALESMANSHIP
THE ART OF SALESMANSHIP
 
Chapter 1: The Role of Business Research
Chapter 1:   The Role of Business ResearchChapter 1:   The Role of Business Research
Chapter 1: The Role of Business Research
 
Rizal chapter22 Exile in Dapitan (Gregorio F. Zaide)
Rizal chapter22 Exile in Dapitan (Gregorio F. Zaide)Rizal chapter22 Exile in Dapitan (Gregorio F. Zaide)
Rizal chapter22 Exile in Dapitan (Gregorio F. Zaide)
 
Introduction to world literature[1]
Introduction to world literature[1]Introduction to world literature[1]
Introduction to world literature[1]
 
Salesmanship
SalesmanshipSalesmanship
Salesmanship
 
Business Research Method
Business Research MethodBusiness Research Method
Business Research Method
 
Chapter 1 Introduction to Biology
Chapter 1  Introduction to BiologyChapter 1  Introduction to Biology
Chapter 1 Introduction to Biology
 
World Literature - Overview of literature through the ages
World Literature -   Overview of literature through the agesWorld Literature -   Overview of literature through the ages
World Literature - Overview of literature through the ages
 
new-product-development-process
new-product-development-processnew-product-development-process
new-product-development-process
 

Ähnlich wie Biological Science Collections Tagging and Tracking presented at SPNHC

3 bitriplifiertalk
3 bitriplifiertalk3 bitriplifiertalk
3 bitriplifiertalk
John Deck
 
IASSIST identifiers By Joan Starr
IASSIST identifiers By Joan StarrIASSIST identifiers By Joan Starr
IASSIST identifiers By Joan Starr
Carly Strasser
 
Digital Biology, by Ruediger Trojok
Digital Biology, by Ruediger TrojokDigital Biology, by Ruediger Trojok
Digital Biology, by Ruediger Trojok
bioflux
 
Trojok digital biology
Trojok digital biology Trojok digital biology
Trojok digital biology
Rüdiger Trojok
 
Thomas ecn 2012
Thomas ecn 2012Thomas ecn 2012
Thomas ecn 2012
ECNOfficer
 

Ähnlich wie Biological Science Collections Tagging and Tracking presented at SPNHC (20)

Triplifier talk
Triplifier talkTriplifier talk
Triplifier talk
 
BiSciCol ievobio
BiSciCol ievobioBiSciCol ievobio
BiSciCol ievobio
 
3 bitriplifiertalk
3 bitriplifiertalk3 bitriplifiertalk
3 bitriplifiertalk
 
Scott Edmunds: GigaScience - Big-Data, Data Citation and Future Data Handling
Scott Edmunds: GigaScience - Big-Data, Data Citation and Future Data HandlingScott Edmunds: GigaScience - Big-Data, Data Citation and Future Data Handling
Scott Edmunds: GigaScience - Big-Data, Data Citation and Future Data Handling
 
BiSciCol: Linking Information for Biodiversity Scientists
BiSciCol: Linking Information for Biodiversity ScientistsBiSciCol: Linking Information for Biodiversity Scientists
BiSciCol: Linking Information for Biodiversity Scientists
 
IASSIST identifiers By Joan Starr
IASSIST identifiers By Joan StarrIASSIST identifiers By Joan Starr
IASSIST identifiers By Joan Starr
 
Scratchpads introductory presentation 45mins
Scratchpads introductory presentation   45minsScratchpads introductory presentation   45mins
Scratchpads introductory presentation 45mins
 
Ontologies for biodiversity informatics, UiO DSC June 2023
 Ontologies for biodiversity informatics, UiO DSC June 2023 Ontologies for biodiversity informatics, UiO DSC June 2023
Ontologies for biodiversity informatics, UiO DSC June 2023
 
NISO Forum, Denver, Sept. 24, 2012: Scientific discovery and innovation in an...
NISO Forum, Denver, Sept. 24, 2012: Scientific discovery and innovation in an...NISO Forum, Denver, Sept. 24, 2012: Scientific discovery and innovation in an...
NISO Forum, Denver, Sept. 24, 2012: Scientific discovery and innovation in an...
 
Scott Edmunds: Revolutionizing Data Dissemination: GigaScience
Scott Edmunds: Revolutionizing Data Dissemination: GigaScienceScott Edmunds: Revolutionizing Data Dissemination: GigaScience
Scott Edmunds: Revolutionizing Data Dissemination: GigaScience
 
Scott Edmunds: Data Dissemination in the era of "Big-Data"
Scott Edmunds: Data Dissemination in the era of "Big-Data"Scott Edmunds: Data Dissemination in the era of "Big-Data"
Scott Edmunds: Data Dissemination in the era of "Big-Data"
 
Digital Biology, by Ruediger Trojok
Digital Biology, by Ruediger TrojokDigital Biology, by Ruediger Trojok
Digital Biology, by Ruediger Trojok
 
Trojok digital biology
Trojok digital biology Trojok digital biology
Trojok digital biology
 
Roberts leiden110213
Roberts leiden110213Roberts leiden110213
Roberts leiden110213
 
Thomas ecn 2012
Thomas ecn 2012Thomas ecn 2012
Thomas ecn 2012
 
Scott Edmunds: GigaScience - a journal or a database? Lessons learned from th...
Scott Edmunds: GigaScience - a journal or a database? Lessons learned from th...Scott Edmunds: GigaScience - a journal or a database? Lessons learned from th...
Scott Edmunds: GigaScience - a journal or a database? Lessons learned from th...
 
Big Data Repository for Structural Biology: Challenges and Opportunities by P...
Big Data Repository for Structural Biology: Challenges and Opportunities by P...Big Data Repository for Structural Biology: Challenges and Opportunities by P...
Big Data Repository for Structural Biology: Challenges and Opportunities by P...
 
TDWG_2010_Chavan_data_citation
TDWG_2010_Chavan_data_citationTDWG_2010_Chavan_data_citation
TDWG_2010_Chavan_data_citation
 
Mapping Genotype to Phenotype using Attribute Grammar, Laura Adam
Mapping Genotype to Phenotype using Attribute Grammar, Laura AdamMapping Genotype to Phenotype using Attribute Grammar, Laura Adam
Mapping Genotype to Phenotype using Attribute Grammar, Laura Adam
 
Publishing biodiversity: The interplay between Scratchpads and the new Biodiv...
Publishing biodiversity: The interplay between Scratchpads and the new Biodiv...Publishing biodiversity: The interplay between Scratchpads and the new Biodiv...
Publishing biodiversity: The interplay between Scratchpads and the new Biodiv...
 

Kürzlich hochgeladen

Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
Joaquim Jorge
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
Earley Information Science
 

Kürzlich hochgeladen (20)

Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your Business
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 

Biological Science Collections Tagging and Tracking presented at SPNHC

  • 1. BiSciCol: Biological Science Collections Tracker Tracking Biodiversity Objects to Brokering Standards Brian Stucky, University of Colorado, Boulder John Deck, University of California, Berkeley Lukasz Ziemba, University of Florida, Gaineseville Nico Cellinese, University of Florida, Gainesville Rob Guralnick, University of Colorado, Boulder BiSciCol Team: Reed Beaman, Nico Cellinese, Jonathan Coddington, Neil Davies, John Deck, Rob Guralnick, Bryan P. Heidorn, Chris Meyer, Tom Orrell, Rich Pyle, Kate Rachwal, Brian Stucky, Rob Whitton, Lukasz Ziemba Univ. Hawai’i Univ. Arizona Smithsonian
  • 2. National Science Foundation funded 2010 – 2014 • Infrastructure to tag & track specimens & derivates in cyberspace • Relies on globally unique identifiers (GUIDs) to track objects • Implements a Linked Data approach
  • 3.
  • 4. QUANTITY OF DATA IS FIRST LINK IN A LARGER CHAIN OF ISSUES
  • 5. Here is the problem: Lots of Data …. Generates …
  • 6. Data stores: Taxonomic concepts: Catalog of Life, WORMS, ITIS, EOL, GNA Geography: GBIF, IUCN ranges, Map of Life, WDPA Standards Genes/genomes: Genbank, TreeBase, ToL Web, AVATOL, BOLD Phenotypes and traits: MorphBank, TRY, Phenoscape
  • 7. EOL GBIF NCBI A Growing Constellation of Biodiversity Data and Knowledge
  • 8. How do we link all these data together?
  • 9. Borrowing from Facebook and social media… Can we track relationships for Biological Objects as well?
  • 10. A Biological Relationship Graph … Taxonomic Type Filter Class Filter X Specimens Tissues X Sequences Functions X Infer Relationships Across providers
  • 11. Moorea Biocode Example: From field collection through analysis, across multiple systems Taxon (Taxon) Taxon*n Taxon Key (Key) Blast*n Blast (Biocode Event) (metagenomic Sequencing) (CAMERA Gut Sample Event) (Essig Museum Specimen) (Genbank Sequence) (Smithsonian Tissue)
  • 12.
  • 13. Examples: Global Unique identifiers: • Globally unique (mandatory) • Persistent (not mandatory, but very helpful) http://example.org/urn:lsid:example.org:specimen/7217D220-836A-11DF-8395-0800200C9A66 • Resolvable (not mandatory, but very helpful) http://mycollection.org/specimen/JDeckSpecimen1 http://mycollection.org/specimen/uuid=7217D220-836A-11DF-8395-0800200C9A66 http://dx.doi.org/10.5072/FK2JW8GKM
  • 14. Simple relationship terms: Graph relationships:
  • 15. ONE FINAL PIECE OF THE PUZZLE: GIVING BIRTH TO DATA IN THE RIGHT FORMAT FOR LINKING
  • 16. “Triplifier” - creating the format for linking biological objects Darwin Core Archive Darwin Core Archive Triplifier Create links from Native data formats Mysql KEMU Mysql
  • 17. QUERY AND RESULTS ACROSS LINKED DATA Response Query
  • 18. BISCICOL – EXAMPLE SEARCH Client Interface: Search Scientific Name: Aedes increpitus Run Results: OccurrenceID1 (Aedes increpitus Dyar, 1916 ) OccurrenceID3 (Aedes vittata Theobald, 1903) Taxon SERVICE (ITIS / GNUB) http://lsid.itis.gov/urn:lsid:itis.gov:itis_tsn:126314 http://lsid.itis.gov/urn:lsid:itis.gov:itis_tsn:126317 http://gnub.org/8E19F1DC-74BA-47D4-A505-6498414B4CCE BISCICOL SERVICE LOOKUP: dwc:IdentificationID1 :relatedTo http://lsid.itis.gov/urn:lsid:itis.gov:itis_tsn:126314 dwc:IdentificationID1 :relatedTo dwc:OccurrenceID1 dwc:IdentificationID2 :relatedTo http://lsid.itis.gov/urn:lsid:itis.gov:itis_tsn:126317 dwc:IdentificationID2 :relatedTo dwc:OccurrenceID3
  • 19. IndividualID1 EventID1 GeoreferenceID1 EventID2 GeoreferenceID2 EventID3 GeoreferenceID3 Working with Locations: Tracking location in space of a moving individual (whales)
  • 20. Data Impact Factor – Graph Metrics Collectors Graphs Gustav Paulay [ ] GBIF Relations Graph (102,000 direct children) [X] Moorea Biocode [X] SI MSNGR System [+] Add New Graph Christopher Meyer (83,000 direct children) Occurrences MBIO99999 Craig Moritz (1024 total descendents) (523 direct children) IMBL8888888 (723 total descendents) Events Cited occurrences over time Biocode10234 (4234 direct children) Expedition21234 (1023 direct children)
  • 21. Why BiSciCol and Why SPNHC and Why Collaborations? • New era of collections digitization • new & derived data objects created, replicated, annotated • BiSciCol tackles preservation of nat. hist. collections challenge: • How to follow these digital objects • How to link together objects and derivatives back to specimens • BiSciCol is about community, collaborative practice • Commitment to standards, ontologies • Agreement on permanent, resolvable identifiers • Triplification of data sources to enhance linked data