SlideShare a Scribd company logo
1 of 39
Biodiversity & Citizen Science
in the genomics era
SUJEEVAN RATNASINGHAM
What is Citizen Science?
Engagement
‘Real’ Science
Reach
Early Citizen Science
Modern Citizen Science
Data Contribution Resource Contribution Cognitive Contribution
CPU time sharing
Network Bandwidth
Puzzle Solving
Pattern Recognition
Transcription
Image Capture
Event Capture
Citizen Science Tools for Biodiversity
Data Collected
Observation Records Species Observed
Role of Technology
Biodiversity is Daunting
Impact of Access to Technology
Role of Technology: 23andMe
500K SNPs – Illumina Beadchip Array
77 Peer Reviewed Articles in Top Tier Journals Since 2010
+1 Millions Users To Date
23andMe: Some Interesting Data
23 and Me: BMI
This gene encodes apolipoprotein (apo-) A-2, which is the second most abundant protein
of the high density lipoprotein particles. The protein is found in plasma as a monomer,
homodimer, or heterodimer with apolipoprotein D. Defects in this gene may result in
apolipoprotein A-II deficiency or hypercholesterolemia.
-RefSeq, June 2013
The BOLD Platform
Coverage
598K Species/BINs
1000+ Institutions from 94 countries sharing data on BOLD
AcrossNations
Within Nations
100K+
10K – 100K
1K – 10K
BOLD User Network - 2015
Collection of Rich Data
Specimen IDs
Trace Data
Geography
DNA Sequence
Audit Trail
Taxonomy
Images
Specimen
Descriptions
Primers
Mass
Chemical
Properties
Isotopes
Ecology
Morphology
???
Project Metadata
Links
Barcode Index Number (BIN)
Algorithm
Registry
• Tuned to the marker (COX1)
• Fixed parameters for balanced OTU generation
• Uses prior threshold but refines for each group
• Occurrence of DNA Barcode (place and time)
• Aggregation of all associated metadata
• Reusable - works across studies
BOLD:AAF2716
Notioplusia illustratataOraesia Janzen 03 Ctenoplusia sp. ANIC1
Genomics in Citizen Science
Centralized
System Distributed
System
Sample to Answer
Unidentified
Organism
Taxon
Range
Conservation Status
Life Cycle
Invasive?
Behavior
Images of Larvae
Images of Adults
Disease Vectors?
LifeScanner: Exploring Data
LifeScanner Barcoding Workflow
Species
Identification
ID Engine
Sample
Collection
Sequencing
PCR
Prep
Partner
Sequencing
Labs
Live Updates
San Diego City Insect Survey
5 km
Canada Wide Fish Study
300 Volunteers from 180 Cities Surveying 40 Species at 42 Retailers
Canada Wide Fish Study
Hardware Miniaturization
Nanopore Sequencing
Nanopore Data – Single Sample
Nanopore Data – Single Sample
Nanopore based barcodes
BOLD:AAC1312 Toxomerus geminatus
BOLD:AAB8911 Polydrusus formosus
Nanopore Based Barcoding
Contents (Left to Right):
• 1 x Compact quad core GPU
accelerated mini –server
• 1 x iPhone macro lens
• 2 x Pipettes
• 1 x iPhone (bring your own)
• 1 x 8 channel thermocycler
• 20 x LifeScanner v2 kits
• 1 x Oxford Nanopore
MinION sequencer
• 1 x Vortex
• 1 x Microcentrifuge
Application Opportunities
Future
Acknowledgements
CBG Informatics Team
Paul Hebert
Dan Janzen & Winnie Hallwachs
Torbjorn Ekrem
Many others!
Canadian Centre for DNA Barcoding
CBG Collections Team

More Related Content

What's hot

Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...
Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...
Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...nist-spin
 
Ewan mollison wp4 13 Nov 19
Ewan mollison wp4 13 Nov 19Ewan mollison wp4 13 Nov 19
Ewan mollison wp4 13 Nov 19Forest Research
 
Antiviral Hammerhead ribozymes are ef
Antiviral Hammerhead ribozymes are efAntiviral Hammerhead ribozymes are ef
Antiviral Hammerhead ribozymes are efSiddhesh Sapre
 
Microbiome Isolation and DNA Enrichment Protocol: Pathogen Detection Webinar ...
Microbiome Isolation and DNA Enrichment Protocol: Pathogen Detection Webinar ...Microbiome Isolation and DNA Enrichment Protocol: Pathogen Detection Webinar ...
Microbiome Isolation and DNA Enrichment Protocol: Pathogen Detection Webinar ...QIAGEN
 
Jan 15 2013 Hospital Microbiome Meeting
Jan 15 2013 Hospital Microbiome MeetingJan 15 2013 Hospital Microbiome Meeting
Jan 15 2013 Hospital Microbiome Meetingdansmith01
 
Building bioinformatics resources for the global community
Building bioinformatics resources for the global communityBuilding bioinformatics resources for the global community
Building bioinformatics resources for the global communityExternalEvents
 
Shining a light on virus infection with high-resolution microscopy
Shining a light on virus infection with high-resolution microscopyShining a light on virus infection with high-resolution microscopy
Shining a light on virus infection with high-resolution microscopyRoland Remenyi, PhD
 
Human genome project (2) converted
Human genome project (2) convertedHuman genome project (2) converted
Human genome project (2) convertedGAnchal
 
Application of Whole Genome Sequencing in the infectious disease’ in vitro di...
Application of Whole Genome Sequencing in the infectious disease’ in vitro di...Application of Whole Genome Sequencing in the infectious disease’ in vitro di...
Application of Whole Genome Sequencing in the infectious disease’ in vitro di...ExternalEvents
 
Mycobacterium tuberculosis
Mycobacterium tuberculosisMycobacterium tuberculosis
Mycobacterium tuberculosisKatherine Sawyer
 
American Society for Microbiology NGS 2020 Aine O'Toole
American Society for Microbiology NGS 2020 Aine O'TooleAmerican Society for Microbiology NGS 2020 Aine O'Toole
American Society for Microbiology NGS 2020 Aine O'TooleÁine Niamh O'Toole
 
Human genome project[1]
Human genome project[1]Human genome project[1]
Human genome project[1]somsscience7
 

What's hot (20)

Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...
Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...
Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...
 
Ewan mollison wp4 13 Nov 19
Ewan mollison wp4 13 Nov 19Ewan mollison wp4 13 Nov 19
Ewan mollison wp4 13 Nov 19
 
Antiviral Hammerhead ribozymes are ef
Antiviral Hammerhead ribozymes are efAntiviral Hammerhead ribozymes are ef
Antiviral Hammerhead ribozymes are ef
 
Human Genome Project
Human Genome ProjectHuman Genome Project
Human Genome Project
 
Microbiome Isolation and DNA Enrichment Protocol: Pathogen Detection Webinar ...
Microbiome Isolation and DNA Enrichment Protocol: Pathogen Detection Webinar ...Microbiome Isolation and DNA Enrichment Protocol: Pathogen Detection Webinar ...
Microbiome Isolation and DNA Enrichment Protocol: Pathogen Detection Webinar ...
 
Jan 15 2013 Hospital Microbiome Meeting
Jan 15 2013 Hospital Microbiome MeetingJan 15 2013 Hospital Microbiome Meeting
Jan 15 2013 Hospital Microbiome Meeting
 
Building bioinformatics resources for the global community
Building bioinformatics resources for the global communityBuilding bioinformatics resources for the global community
Building bioinformatics resources for the global community
 
Shining a light on virus infection with high-resolution microscopy
Shining a light on virus infection with high-resolution microscopyShining a light on virus infection with high-resolution microscopy
Shining a light on virus infection with high-resolution microscopy
 
Human genome project ()
Human genome project ()Human genome project ()
Human genome project ()
 
Human genome project (2) converted
Human genome project (2) convertedHuman genome project (2) converted
Human genome project (2) converted
 
Remsen sherborne
Remsen sherborneRemsen sherborne
Remsen sherborne
 
Remsen sherborne
Remsen sherborneRemsen sherborne
Remsen sherborne
 
Human genome project 1
Human genome project 1Human genome project 1
Human genome project 1
 
Session 7: Molecular basis of response to post-harvest treatment stresses
Session 7: Molecular basis of response to post-harvest treatment stressesSession 7: Molecular basis of response to post-harvest treatment stresses
Session 7: Molecular basis of response to post-harvest treatment stresses
 
Application of Whole Genome Sequencing in the infectious disease’ in vitro di...
Application of Whole Genome Sequencing in the infectious disease’ in vitro di...Application of Whole Genome Sequencing in the infectious disease’ in vitro di...
Application of Whole Genome Sequencing in the infectious disease’ in vitro di...
 
262797391212125
262797391212125262797391212125
262797391212125
 
Mycobacterium tuberculosis
Mycobacterium tuberculosisMycobacterium tuberculosis
Mycobacterium tuberculosis
 
American Society for Microbiology NGS 2020 Aine O'Toole
American Society for Microbiology NGS 2020 Aine O'TooleAmerican Society for Microbiology NGS 2020 Aine O'Toole
American Society for Microbiology NGS 2020 Aine O'Toole
 
Session 5: Reconstructing history: insights into Australasian cereal rust evo...
Session 5: Reconstructing history: insights into Australasian cereal rust evo...Session 5: Reconstructing history: insights into Australasian cereal rust evo...
Session 5: Reconstructing history: insights into Australasian cereal rust evo...
 
Human genome project[1]
Human genome project[1]Human genome project[1]
Human genome project[1]
 

Similar to Biodiversity & Citizen Science in the Genomic Era

Bioinformatics issues and challanges presentation at s p college
Bioinformatics  issues and challanges  presentation at s p collegeBioinformatics  issues and challanges  presentation at s p college
Bioinformatics issues and challanges presentation at s p collegeSKUASTKashmir
 
Quantified Self On Being A Personal Genomic Observatory
Quantified Self On Being A Personal Genomic ObservatoryQuantified Self On Being A Personal Genomic Observatory
Quantified Self On Being A Personal Genomic ObservatoryLarry Smarr
 
Discovering Yourself with Computational Bioinformatics
Discovering Yourself with Computational BioinformaticsDiscovering Yourself with Computational Bioinformatics
Discovering Yourself with Computational BioinformaticsLarry Smarr
 
New Generation Sequencing Technologies: an overview
New Generation Sequencing Technologies: an overviewNew Generation Sequencing Technologies: an overview
New Generation Sequencing Technologies: an overviewPaolo Dametto
 
NGS Applications I (UEB-UAT Bioinformatics Course - Session 2.1.2 - VHIR, Bar...
NGS Applications I (UEB-UAT Bioinformatics Course - Session 2.1.2 - VHIR, Bar...NGS Applications I (UEB-UAT Bioinformatics Course - Session 2.1.2 - VHIR, Bar...
NGS Applications I (UEB-UAT Bioinformatics Course - Session 2.1.2 - VHIR, Bar...VHIR Vall d’Hebron Institut de Recerca
 
Bioinformatics group presentation
Bioinformatics group presentationBioinformatics group presentation
Bioinformatics group presentationNaeem Ahmed
 
Bioinformatics group presentation
Bioinformatics group presentationBioinformatics group presentation
Bioinformatics group presentationNaeem Ahmed
 
The Emerging Global Community of Microbial Metagenomics Researchers
The Emerging Global Community of Microbial Metagenomics ResearchersThe Emerging Global Community of Microbial Metagenomics Researchers
The Emerging Global Community of Microbial Metagenomics ResearchersLarry Smarr
 
Sequencing Genomics: The New Big Data Driver
Sequencing Genomics:The New Big Data DriverSequencing Genomics:The New Big Data Driver
Sequencing Genomics: The New Big Data DriverLarry Smarr
 
Bioinformatics workshop presentation
Bioinformatics   workshop presentationBioinformatics   workshop presentation
Bioinformatics workshop presentationSKUAST-Kashmir
 
Next Generation Sequencing
Next Generation SequencingNext Generation Sequencing
Next Generation SequencingAmritha S R
 
2015 06-12-beiko-irida-big data
2015 06-12-beiko-irida-big data2015 06-12-beiko-irida-big data
2015 06-12-beiko-irida-big databeiko
 
Medicine of the Future—The Transformation from Reactive to Proactive (P4) Med...
Medicine of the Future—The Transformation from Reactive to Proactive (P4) Med...Medicine of the Future—The Transformation from Reactive to Proactive (P4) Med...
Medicine of the Future—The Transformation from Reactive to Proactive (P4) Med...Ryan Squire
 
Bioinformatics - Discovering the Bio Logic Of Nature
Bioinformatics - Discovering the Bio Logic Of NatureBioinformatics - Discovering the Bio Logic Of Nature
Bioinformatics - Discovering the Bio Logic Of NatureRobert Cormia
 
Using Supercomputers and Supernetworks to Explore the Ocean of Life
Using Supercomputers and Supernetworks to Explore the Ocean of LifeUsing Supercomputers and Supernetworks to Explore the Ocean of Life
Using Supercomputers and Supernetworks to Explore the Ocean of LifeLarry Smarr
 
Tyler future of genomics thurs 0920
Tyler future of genomics thurs 0920Tyler future of genomics thurs 0920
Tyler future of genomics thurs 0920Sucheta Tripathy
 
Evolution of DNA Sequencing by Jonathan Eisen
Evolution of DNA Sequencing by Jonathan EisenEvolution of DNA Sequencing by Jonathan Eisen
Evolution of DNA Sequencing by Jonathan EisenJonathan Eisen
 
WGS in public health microbiology - MDU/VIDRL Seminar - wed 17 jun 2015
WGS in public health microbiology - MDU/VIDRL Seminar - wed 17 jun 2015WGS in public health microbiology - MDU/VIDRL Seminar - wed 17 jun 2015
WGS in public health microbiology - MDU/VIDRL Seminar - wed 17 jun 2015Torsten Seemann
 
Using Supercomputers and Gene Sequencers to Discover Your Inner Microbiome
Using Supercomputers and Gene Sequencers to Discover Your Inner MicrobiomeUsing Supercomputers and Gene Sequencers to Discover Your Inner Microbiome
Using Supercomputers and Gene Sequencers to Discover Your Inner MicrobiomeLarry Smarr
 

Similar to Biodiversity & Citizen Science in the Genomic Era (20)

Bioinformatics issues and challanges presentation at s p college
Bioinformatics  issues and challanges  presentation at s p collegeBioinformatics  issues and challanges  presentation at s p college
Bioinformatics issues and challanges presentation at s p college
 
Quantified Self On Being A Personal Genomic Observatory
Quantified Self On Being A Personal Genomic ObservatoryQuantified Self On Being A Personal Genomic Observatory
Quantified Self On Being A Personal Genomic Observatory
 
Discovering Yourself with Computational Bioinformatics
Discovering Yourself with Computational BioinformaticsDiscovering Yourself with Computational Bioinformatics
Discovering Yourself with Computational Bioinformatics
 
New Generation Sequencing Technologies: an overview
New Generation Sequencing Technologies: an overviewNew Generation Sequencing Technologies: an overview
New Generation Sequencing Technologies: an overview
 
NGS Applications I (UEB-UAT Bioinformatics Course - Session 2.1.2 - VHIR, Bar...
NGS Applications I (UEB-UAT Bioinformatics Course - Session 2.1.2 - VHIR, Bar...NGS Applications I (UEB-UAT Bioinformatics Course - Session 2.1.2 - VHIR, Bar...
NGS Applications I (UEB-UAT Bioinformatics Course - Session 2.1.2 - VHIR, Bar...
 
Bioinformatics group presentation
Bioinformatics group presentationBioinformatics group presentation
Bioinformatics group presentation
 
Bioinformatics group presentation
Bioinformatics group presentationBioinformatics group presentation
Bioinformatics group presentation
 
The Emerging Global Community of Microbial Metagenomics Researchers
The Emerging Global Community of Microbial Metagenomics ResearchersThe Emerging Global Community of Microbial Metagenomics Researchers
The Emerging Global Community of Microbial Metagenomics Researchers
 
Sequencing Genomics: The New Big Data Driver
Sequencing Genomics:The New Big Data DriverSequencing Genomics:The New Big Data Driver
Sequencing Genomics: The New Big Data Driver
 
Bioinformatics workshop presentation
Bioinformatics   workshop presentationBioinformatics   workshop presentation
Bioinformatics workshop presentation
 
Next Generation Sequencing
Next Generation SequencingNext Generation Sequencing
Next Generation Sequencing
 
2015 06-12-beiko-irida-big data
2015 06-12-beiko-irida-big data2015 06-12-beiko-irida-big data
2015 06-12-beiko-irida-big data
 
Medicine of the Future—The Transformation from Reactive to Proactive (P4) Med...
Medicine of the Future—The Transformation from Reactive to Proactive (P4) Med...Medicine of the Future—The Transformation from Reactive to Proactive (P4) Med...
Medicine of the Future—The Transformation from Reactive to Proactive (P4) Med...
 
Bioinformatics - Discovering the Bio Logic Of Nature
Bioinformatics - Discovering the Bio Logic Of NatureBioinformatics - Discovering the Bio Logic Of Nature
Bioinformatics - Discovering the Bio Logic Of Nature
 
Using Supercomputers and Supernetworks to Explore the Ocean of Life
Using Supercomputers and Supernetworks to Explore the Ocean of LifeUsing Supercomputers and Supernetworks to Explore the Ocean of Life
Using Supercomputers and Supernetworks to Explore the Ocean of Life
 
Data sharing and analysis
Data sharing and analysisData sharing and analysis
Data sharing and analysis
 
Tyler future of genomics thurs 0920
Tyler future of genomics thurs 0920Tyler future of genomics thurs 0920
Tyler future of genomics thurs 0920
 
Evolution of DNA Sequencing by Jonathan Eisen
Evolution of DNA Sequencing by Jonathan EisenEvolution of DNA Sequencing by Jonathan Eisen
Evolution of DNA Sequencing by Jonathan Eisen
 
WGS in public health microbiology - MDU/VIDRL Seminar - wed 17 jun 2015
WGS in public health microbiology - MDU/VIDRL Seminar - wed 17 jun 2015WGS in public health microbiology - MDU/VIDRL Seminar - wed 17 jun 2015
WGS in public health microbiology - MDU/VIDRL Seminar - wed 17 jun 2015
 
Using Supercomputers and Gene Sequencers to Discover Your Inner Microbiome
Using Supercomputers and Gene Sequencers to Discover Your Inner MicrobiomeUsing Supercomputers and Gene Sequencers to Discover Your Inner Microbiome
Using Supercomputers and Gene Sequencers to Discover Your Inner Microbiome
 

Recently uploaded

Physiochemical properties of nanomaterials and its nanotoxicity.pptx
Physiochemical properties of nanomaterials and its nanotoxicity.pptxPhysiochemical properties of nanomaterials and its nanotoxicity.pptx
Physiochemical properties of nanomaterials and its nanotoxicity.pptxAArockiyaNisha
 
Hubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroidsHubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroidsSérgio Sacani
 
Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Natural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsNatural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsAArockiyaNisha
 
Nanoparticles synthesis and characterization​ ​
Nanoparticles synthesis and characterization​  ​Nanoparticles synthesis and characterization​  ​
Nanoparticles synthesis and characterization​ ​kaibalyasahoo82800
 
Behavioral Disorder: Schizophrenia & it's Case Study.pdf
Behavioral Disorder: Schizophrenia & it's Case Study.pdfBehavioral Disorder: Schizophrenia & it's Case Study.pdf
Behavioral Disorder: Schizophrenia & it's Case Study.pdfSELF-EXPLANATORY
 
A relative description on Sonoporation.pdf
A relative description on Sonoporation.pdfA relative description on Sonoporation.pdf
A relative description on Sonoporation.pdfnehabiju2046
 
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...anilsa9823
 
GFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptxGFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptxAleenaTreesaSaji
 
Biopesticide (2).pptx .This slides helps to know the different types of biop...
Biopesticide (2).pptx  .This slides helps to know the different types of biop...Biopesticide (2).pptx  .This slides helps to know the different types of biop...
Biopesticide (2).pptx .This slides helps to know the different types of biop...RohitNehra6
 
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...jana861314
 
Recombinant DNA technology (Immunological screening)
Recombinant DNA technology (Immunological screening)Recombinant DNA technology (Immunological screening)
Recombinant DNA technology (Immunological screening)PraveenaKalaiselvan1
 
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCESTERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCEPRINCE C P
 
Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?Patrick Diehl
 
Analytical Profile of Coleus Forskohlii | Forskolin .pptx
Analytical Profile of Coleus Forskohlii | Forskolin .pptxAnalytical Profile of Coleus Forskohlii | Forskolin .pptx
Analytical Profile of Coleus Forskohlii | Forskolin .pptxSwapnil Therkar
 
Orientation, design and principles of polyhouse
Orientation, design and principles of polyhouseOrientation, design and principles of polyhouse
Orientation, design and principles of polyhousejana861314
 
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...Sérgio Sacani
 
Work, Energy and Power for class 10 ICSE Physics
Work, Energy and Power for class 10 ICSE PhysicsWork, Energy and Power for class 10 ICSE Physics
Work, Energy and Power for class 10 ICSE Physicsvishikhakeshava1
 

Recently uploaded (20)

Physiochemical properties of nanomaterials and its nanotoxicity.pptx
Physiochemical properties of nanomaterials and its nanotoxicity.pptxPhysiochemical properties of nanomaterials and its nanotoxicity.pptx
Physiochemical properties of nanomaterials and its nanotoxicity.pptx
 
Hubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroidsHubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroids
 
Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝
 
Natural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsNatural Polymer Based Nanomaterials
Natural Polymer Based Nanomaterials
 
Nanoparticles synthesis and characterization​ ​
Nanoparticles synthesis and characterization​  ​Nanoparticles synthesis and characterization​  ​
Nanoparticles synthesis and characterization​ ​
 
Behavioral Disorder: Schizophrenia & it's Case Study.pdf
Behavioral Disorder: Schizophrenia & it's Case Study.pdfBehavioral Disorder: Schizophrenia & it's Case Study.pdf
Behavioral Disorder: Schizophrenia & it's Case Study.pdf
 
A relative description on Sonoporation.pdf
A relative description on Sonoporation.pdfA relative description on Sonoporation.pdf
A relative description on Sonoporation.pdf
 
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
 
GFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptxGFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptx
 
Biopesticide (2).pptx .This slides helps to know the different types of biop...
Biopesticide (2).pptx  .This slides helps to know the different types of biop...Biopesticide (2).pptx  .This slides helps to know the different types of biop...
Biopesticide (2).pptx .This slides helps to know the different types of biop...
 
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
 
Engler and Prantl system of classification in plant taxonomy
Engler and Prantl system of classification in plant taxonomyEngler and Prantl system of classification in plant taxonomy
Engler and Prantl system of classification in plant taxonomy
 
Recombinant DNA technology (Immunological screening)
Recombinant DNA technology (Immunological screening)Recombinant DNA technology (Immunological screening)
Recombinant DNA technology (Immunological screening)
 
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCESTERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
 
Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?
 
Analytical Profile of Coleus Forskohlii | Forskolin .pptx
Analytical Profile of Coleus Forskohlii | Forskolin .pptxAnalytical Profile of Coleus Forskohlii | Forskolin .pptx
Analytical Profile of Coleus Forskohlii | Forskolin .pptx
 
Orientation, design and principles of polyhouse
Orientation, design and principles of polyhouseOrientation, design and principles of polyhouse
Orientation, design and principles of polyhouse
 
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
 
Work, Energy and Power for class 10 ICSE Physics
Work, Energy and Power for class 10 ICSE PhysicsWork, Energy and Power for class 10 ICSE Physics
Work, Energy and Power for class 10 ICSE Physics
 
The Philosophy of Science
The Philosophy of ScienceThe Philosophy of Science
The Philosophy of Science
 

Biodiversity & Citizen Science in the Genomic Era

Editor's Notes

  1. Example Zooniverse – Mars crater annotation
  2. -Sufficiently mature technology
  3. Add a two sided network – within institute network on top and between institute network on the bottom – metaphor of tip of the iceberg
  4. Lantana camara (wild sage) – invasive plant although ornamental and historical botanical uses Notioplusia illustrata – native to the Greater Antilles with type locality in st.kitts
  5. 304 species/bins 41 new species
  6. We are solving the problems of access and understanding – this creates opportunities in unexpected areas