SlideShare a Scribd company logo
Integration and Management
  of Diverse Environmental
          Data Sets
        Cameron Kiddle

        Research Fellow
      Grid Research Centre
      University of Calgary
Outline
!!      Data Challenges
!!      GeoChronos (Spectral Libraries)
!!      Spectral Library Demonstration
!!      Cloud Services for Water Management
!!      Cloud Services for Water Management
        Demonstration


Summit 09                                     2
Oct. 14, 2009
Data Challenges - Acquisition
!!      Many different data sources

!!      Different regulations/mechanisms for
        accessing data

!!      Lack of automation

!!      Finding the right data

Summit 09                                      3
Oct. 14, 2009
Data Challenges - Management
!!      Scattered and unorganized data

!!      Inadequate tools for recording/
        maintaining metadata
        "!      Data without metadata is meaningless
        "!      Lack of suitable metadata standards
        "!      Validation of metadata

!!      Tracking provenance of data
Summit 09                                              4
Oct. 14, 2009
Data Challenges – Pre-processing
!!      Raw data typically cannot be directly
        analyzed

!!      Significant amount of time spent
        preparing data for analysis

!!      Lack of automation


Summit 09                                       5
Oct. 14, 2009
GeoChronos
!!      Partners
        "!      CANARIE (NEP-1)
        "!      Center for Earth Observation Sciences,
                University of Alberta
        "!      Cybera
        "!      Grid Research Centre, University of Calgary



Summit 09                                                     6
Oct. 14, 2009
GeoChronos
!!      An on-line platform (http://geochronos.org/)
        "!      For:
                !!     Earth Observation Scientists
        "!      Facilitating:
                !!   Collaboration between scientists
                !!   Application access, management and sharing
                !!   Data access, management and sharing
        "!      Leveraging:
                !!   Web 2.0 and social networking technologies
                !!   Cloud computing technologies
                !!   Semantic Web technologies

Summit 09                                                         7
Oct. 14, 2009
GeoChronos
!!      Data Solutions - Spectral Libraries
        "!      Store, share and browse spectral data
        "!      View spectral plots, metadata, ancillary data and maps
        "!      Manage and generate metadata for spectra
        "!      Create and share metadata schemas
!!      Technology
        "!      iRODS (http://www.irods.org/) for data storage/management
        "!      Semantic Web technologies such as RDF (Resource
                Description Framework) to link/relate data
!!      Next Steps
        "!      Generalization of spectral library solution - acquire, store,
                manage, browse and share other types of data (i.e., satellite,
                flux, phenology, meteorological, etc.)
        "!      Automate data workflows (i.e., mosaic, reproject and subset
                MODIS data) using cloud-based services

Summit 09                                                                        8
Oct. 14, 2009
Spectral Library - Demonstration




Summit 09                      9
Oct. 14, 2009
Spectral Library - Browse




Summit 09                   10
Oct. 14, 2009
Spectral Library - Metadata




Summit 09                     11
Oct. 14, 2009
Spectral Library - Ancillary Data




Summit 09                           12
Oct. 14, 2009
Cloud Services for Water Management
!!      Partners
        "!      Alberta Advanced Education and Technology
        "!      Alberta WaterSMART
        "!      Cybera
        "!      Geosensor Web Lab, University of Calgary
        "!      Grid Research Centre, University of Calgary
        "!      Tesera Systems Inc

Summit 09                                                 13
Oct. 14, 2009
Cloud Services for Water Management
!!      In preliminary stages of project
!!      Explore use of cloud services to store,
        manipulate and expose data related to water
        management
!!      Link and correlate a wide variety of data
        from a large number of sources
!!      Cloud-based analysis and visualization tools
!!      Investigate integration with existing Alberta
        WaterPortal (http://www.albertawater.com/)
Summit 09                                           14
Oct. 14, 2009
Cloud Services for Water Management -
Demonstration




Summit 09                           15
Oct. 14, 2009
Data Types and Locations Displayed on
Google Earth




Summit 09                               16
Oct. 14, 2009
Water Flow Data Shown using Google
Visualization API




Summit 09                            17
Oct. 14, 2009
Integrating and Visualizing Different Data Sets
From Calgary’s Flood in 2005 on Google Earth




Summit 09                                    18
Oct. 14, 2009
Contact Information

                http://grid.ucalgary.ca/




                Cameron Kiddle
                kiddlec@cpsc.ucalgary.ca
                http://pages.cspc.ucalgary.ca/~kiddlec/




Summit 09                                                 19
Oct. 14, 2009

More Related Content

Similar to GRC Integration And Management Of Diverse Environmental Data Sets

GeoChronos - CANARIE NEP Showcase 2009 Presentation
GeoChronos - CANARIE NEP Showcase 2009 PresentationGeoChronos - CANARIE NEP Showcase 2009 Presentation
GeoChronos - CANARIE NEP Showcase 2009 Presentation
Cameron Kiddle
 
GeoChronos - SC09 Demo Presentation
GeoChronos - SC09 Demo PresentationGeoChronos - SC09 Demo Presentation
GeoChronos - SC09 Demo Presentation
Cameron Kiddle
 
Cyberinfrastructure and its Role in Science
Cyberinfrastructure and its Role in ScienceCyberinfrastructure and its Role in Science
Cyberinfrastructure and its Role in Science
Cameron Kiddle
 
Virtual Appliances, Cloud Computing, and Reproducible Research
Virtual Appliances, Cloud Computing, and Reproducible ResearchVirtual Appliances, Cloud Computing, and Reproducible Research
Virtual Appliances, Cloud Computing, and Reproducible Research
University of Washington
 
Machine learning and multimedia information retrieval
Machine learning and multimedia information retrievalMachine learning and multimedia information retrieval
Machine learning and multimedia information retrievalSi Krishan
 
Semantic Web Landscape 2009
Semantic Web Landscape 2009Semantic Web Landscape 2009
Semantic Web Landscape 2009
LeeFeigenbaum
 
Virtual Environments for Research in Archaeology (Mark Baker)
Virtual Environments for Research in Archaeology (Mark Baker)Virtual Environments for Research in Archaeology (Mark Baker)
Virtual Environments for Research in Archaeology (Mark Baker)
Onroerend Erfgoed
 
Web portal (GIS)
Web portal (GIS)Web portal (GIS)
Web portal (GIS)
Janak Parajuli
 
Béatrice Markhoff - Semantic mediation ArSol and CIDOC CRM
Béatrice Markhoff - Semantic mediation ArSol and CIDOC CRMBéatrice Markhoff - Semantic mediation ArSol and CIDOC CRM
Béatrice Markhoff - Semantic mediation ArSol and CIDOC CRM
ariadnenetwork
 
Lisbon DevOps: "Seven (More) Deadly Sins of Microservices"
Lisbon DevOps: "Seven (More) Deadly Sins of Microservices"Lisbon DevOps: "Seven (More) Deadly Sins of Microservices"
Lisbon DevOps: "Seven (More) Deadly Sins of Microservices"
Daniel Bryant
 
GIS in the Rockies Geospatial Revolution
GIS in the Rockies Geospatial RevolutionGIS in the Rockies Geospatial Revolution
GIS in the Rockies Geospatial Revolution
Peter Batty
 
Big Data, Linked Data
Big Data, Linked DataBig Data, Linked Data
Big Data, Linked Data
Paul Miller
 
Collaborative Science: Technologies & Examples - Cameron Kiddle, Grid Researc...
Collaborative Science: Technologies & Examples - Cameron Kiddle, Grid Researc...Collaborative Science: Technologies & Examples - Cameron Kiddle, Grid Researc...
Collaborative Science: Technologies & Examples - Cameron Kiddle, Grid Researc...
Cybera Inc.
 
Cloud Programming Models: eScience, Big Data, etc.
Cloud Programming Models: eScience, Big Data, etc.Cloud Programming Models: eScience, Big Data, etc.
Cloud Programming Models: eScience, Big Data, etc.Alexandru Iosup
 
Parker Keio 2011: Interoperable Manuscript Framework
Parker Keio 2011: Interoperable Manuscript FrameworkParker Keio 2011: Interoperable Manuscript Framework
Parker Keio 2011: Interoperable Manuscript FrameworkRobert Sanderson
 
Building an Outsourcing Ecosystem for Science
Building an Outsourcing Ecosystem for ScienceBuilding an Outsourcing Ecosystem for Science
Building an Outsourcing Ecosystem for ScienceEuroCloud
 
Towards an effective digital archiving system for archaeological complete 2010
Towards an effective digital archiving system for archaeological complete 2010Towards an effective digital archiving system for archaeological complete 2010
Towards an effective digital archiving system for archaeological complete 2010Nadeeka Rathnabahu
 
GeoChronos - CANARIE NEP Showcase 2010 Presentation
GeoChronos - CANARIE NEP Showcase 2010 PresentationGeoChronos - CANARIE NEP Showcase 2010 Presentation
GeoChronos - CANARIE NEP Showcase 2010 Presentation
Cameron Kiddle
 
Emc 2013 Big Data in Astronomy
Emc 2013 Big Data in AstronomyEmc 2013 Big Data in Astronomy
Emc 2013 Big Data in Astronomy
Fabio Porto
 

Similar to GRC Integration And Management Of Diverse Environmental Data Sets (20)

GeoChronos - CANARIE NEP Showcase 2009 Presentation
GeoChronos - CANARIE NEP Showcase 2009 PresentationGeoChronos - CANARIE NEP Showcase 2009 Presentation
GeoChronos - CANARIE NEP Showcase 2009 Presentation
 
GeoChronos - SC09 Demo Presentation
GeoChronos - SC09 Demo PresentationGeoChronos - SC09 Demo Presentation
GeoChronos - SC09 Demo Presentation
 
Cyberinfrastructure and its Role in Science
Cyberinfrastructure and its Role in ScienceCyberinfrastructure and its Role in Science
Cyberinfrastructure and its Role in Science
 
Virtual Appliances, Cloud Computing, and Reproducible Research
Virtual Appliances, Cloud Computing, and Reproducible ResearchVirtual Appliances, Cloud Computing, and Reproducible Research
Virtual Appliances, Cloud Computing, and Reproducible Research
 
Machine learning and multimedia information retrieval
Machine learning and multimedia information retrievalMachine learning and multimedia information retrieval
Machine learning and multimedia information retrieval
 
Semantic Web Landscape 2009
Semantic Web Landscape 2009Semantic Web Landscape 2009
Semantic Web Landscape 2009
 
Virtual Environments for Research in Archaeology (Mark Baker)
Virtual Environments for Research in Archaeology (Mark Baker)Virtual Environments for Research in Archaeology (Mark Baker)
Virtual Environments for Research in Archaeology (Mark Baker)
 
Web portal (GIS)
Web portal (GIS)Web portal (GIS)
Web portal (GIS)
 
Béatrice Markhoff - Semantic mediation ArSol and CIDOC CRM
Béatrice Markhoff - Semantic mediation ArSol and CIDOC CRMBéatrice Markhoff - Semantic mediation ArSol and CIDOC CRM
Béatrice Markhoff - Semantic mediation ArSol and CIDOC CRM
 
Lisbon DevOps: "Seven (More) Deadly Sins of Microservices"
Lisbon DevOps: "Seven (More) Deadly Sins of Microservices"Lisbon DevOps: "Seven (More) Deadly Sins of Microservices"
Lisbon DevOps: "Seven (More) Deadly Sins of Microservices"
 
GIS in the Rockies Geospatial Revolution
GIS in the Rockies Geospatial RevolutionGIS in the Rockies Geospatial Revolution
GIS in the Rockies Geospatial Revolution
 
Big Data, Linked Data
Big Data, Linked DataBig Data, Linked Data
Big Data, Linked Data
 
Collaborative Science: Technologies & Examples - Cameron Kiddle, Grid Researc...
Collaborative Science: Technologies & Examples - Cameron Kiddle, Grid Researc...Collaborative Science: Technologies & Examples - Cameron Kiddle, Grid Researc...
Collaborative Science: Technologies & Examples - Cameron Kiddle, Grid Researc...
 
Cloud Programming Models: eScience, Big Data, etc.
Cloud Programming Models: eScience, Big Data, etc.Cloud Programming Models: eScience, Big Data, etc.
Cloud Programming Models: eScience, Big Data, etc.
 
Parker Keio 2011: Interoperable Manuscript Framework
Parker Keio 2011: Interoperable Manuscript FrameworkParker Keio 2011: Interoperable Manuscript Framework
Parker Keio 2011: Interoperable Manuscript Framework
 
Archaeological complete 2010
Archaeological complete 2010Archaeological complete 2010
Archaeological complete 2010
 
Building an Outsourcing Ecosystem for Science
Building an Outsourcing Ecosystem for ScienceBuilding an Outsourcing Ecosystem for Science
Building an Outsourcing Ecosystem for Science
 
Towards an effective digital archiving system for archaeological complete 2010
Towards an effective digital archiving system for archaeological complete 2010Towards an effective digital archiving system for archaeological complete 2010
Towards an effective digital archiving system for archaeological complete 2010
 
GeoChronos - CANARIE NEP Showcase 2010 Presentation
GeoChronos - CANARIE NEP Showcase 2010 PresentationGeoChronos - CANARIE NEP Showcase 2010 Presentation
GeoChronos - CANARIE NEP Showcase 2010 Presentation
 
Emc 2013 Big Data in Astronomy
Emc 2013 Big Data in AstronomyEmc 2013 Big Data in Astronomy
Emc 2013 Big Data in Astronomy
 

More from Cybera Inc.

Cyber Summit 2016: Technology, Education, and Democracy
Cyber Summit 2016: Technology, Education, and DemocracyCyber Summit 2016: Technology, Education, and Democracy
Cyber Summit 2016: Technology, Education, and Democracy
Cybera Inc.
 
Cyber Summit 2016: Understanding Users' (In)Secure Behaviour
Cyber Summit 2016: Understanding Users' (In)Secure BehaviourCyber Summit 2016: Understanding Users' (In)Secure Behaviour
Cyber Summit 2016: Understanding Users' (In)Secure Behaviour
Cybera Inc.
 
Cyber Summit 2016: Insider Threat Indicators: Human Behaviour
Cyber Summit 2016: Insider Threat Indicators: Human BehaviourCyber Summit 2016: Insider Threat Indicators: Human Behaviour
Cyber Summit 2016: Insider Threat Indicators: Human Behaviour
Cybera Inc.
 
Cyber Summit 2016: Research Data and the Canadian Innovation Challenge
Cyber Summit 2016: Research Data and the Canadian Innovation ChallengeCyber Summit 2016: Research Data and the Canadian Innovation Challenge
Cyber Summit 2016: Research Data and the Canadian Innovation Challenge
Cybera Inc.
 
Cyber Summit 2016: Knowing More and Understanding Less in the Age of Big Data
Cyber Summit 2016: Knowing More and Understanding Less in the Age of Big DataCyber Summit 2016: Knowing More and Understanding Less in the Age of Big Data
Cyber Summit 2016: Knowing More and Understanding Less in the Age of Big Data
Cybera Inc.
 
Cyber Summit 2016: Privacy Issues in Big Data Sharing and Reuse
Cyber Summit 2016: Privacy Issues in Big Data Sharing and ReuseCyber Summit 2016: Privacy Issues in Big Data Sharing and Reuse
Cyber Summit 2016: Privacy Issues in Big Data Sharing and Reuse
Cybera Inc.
 
Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...
Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...
Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...
Cybera Inc.
 
Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...
Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...
Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...
Cybera Inc.
 
Cyber Summit 2016: Issues and Challenges Facing Municipalities In Securing Data
Cyber Summit 2016: Issues and Challenges Facing Municipalities In Securing DataCyber Summit 2016: Issues and Challenges Facing Municipalities In Securing Data
Cyber Summit 2016: Issues and Challenges Facing Municipalities In Securing Data
Cybera Inc.
 
Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...
Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...
Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...
Cybera Inc.
 
Privacy, Security & Access to Data
Privacy, Security & Access to DataPrivacy, Security & Access to Data
Privacy, Security & Access to Data
Cybera Inc.
 
Do Universities Dream of Big Data
Do Universities Dream of Big DataDo Universities Dream of Big Data
Do Universities Dream of Big Data
Cybera Inc.
 
Predicting the Future With Microsoft Bing
Predicting the Future With Microsoft BingPredicting the Future With Microsoft Bing
Predicting the Future With Microsoft Bing
Cybera Inc.
 
Analytics 101: How to not fail at analytics
Analytics 101: How to not fail at analyticsAnalytics 101: How to not fail at analytics
Analytics 101: How to not fail at analytics
Cybera Inc.
 
Are MOOC's past their peak?
Are MOOC's past their peak?Are MOOC's past their peak?
Are MOOC's past their peak?
Cybera Inc.
 
Opening the doors of the laboratory
Opening the doors of the laboratoryOpening the doors of the laboratory
Opening the doors of the laboratory
Cybera Inc.
 
Open City - Edmonton
Open City - EdmontonOpen City - Edmonton
Open City - Edmonton
Cybera Inc.
 
Unlocking the power of healthcare data
Unlocking the power of healthcare dataUnlocking the power of healthcare data
Unlocking the power of healthcare data
Cybera Inc.
 
Checking in on Healthcare Data Analytics
Checking in on Healthcare Data AnalyticsChecking in on Healthcare Data Analytics
Checking in on Healthcare Data Analytics
Cybera Inc.
 
Open access and open data: international trends and strategic context
Open access and open data: international trends and strategic contextOpen access and open data: international trends and strategic context
Open access and open data: international trends and strategic context
Cybera Inc.
 

More from Cybera Inc. (20)

Cyber Summit 2016: Technology, Education, and Democracy
Cyber Summit 2016: Technology, Education, and DemocracyCyber Summit 2016: Technology, Education, and Democracy
Cyber Summit 2016: Technology, Education, and Democracy
 
Cyber Summit 2016: Understanding Users' (In)Secure Behaviour
Cyber Summit 2016: Understanding Users' (In)Secure BehaviourCyber Summit 2016: Understanding Users' (In)Secure Behaviour
Cyber Summit 2016: Understanding Users' (In)Secure Behaviour
 
Cyber Summit 2016: Insider Threat Indicators: Human Behaviour
Cyber Summit 2016: Insider Threat Indicators: Human BehaviourCyber Summit 2016: Insider Threat Indicators: Human Behaviour
Cyber Summit 2016: Insider Threat Indicators: Human Behaviour
 
Cyber Summit 2016: Research Data and the Canadian Innovation Challenge
Cyber Summit 2016: Research Data and the Canadian Innovation ChallengeCyber Summit 2016: Research Data and the Canadian Innovation Challenge
Cyber Summit 2016: Research Data and the Canadian Innovation Challenge
 
Cyber Summit 2016: Knowing More and Understanding Less in the Age of Big Data
Cyber Summit 2016: Knowing More and Understanding Less in the Age of Big DataCyber Summit 2016: Knowing More and Understanding Less in the Age of Big Data
Cyber Summit 2016: Knowing More and Understanding Less in the Age of Big Data
 
Cyber Summit 2016: Privacy Issues in Big Data Sharing and Reuse
Cyber Summit 2016: Privacy Issues in Big Data Sharing and ReuseCyber Summit 2016: Privacy Issues in Big Data Sharing and Reuse
Cyber Summit 2016: Privacy Issues in Big Data Sharing and Reuse
 
Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...
Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...
Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...
 
Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...
Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...
Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...
 
Cyber Summit 2016: Issues and Challenges Facing Municipalities In Securing Data
Cyber Summit 2016: Issues and Challenges Facing Municipalities In Securing DataCyber Summit 2016: Issues and Challenges Facing Municipalities In Securing Data
Cyber Summit 2016: Issues and Challenges Facing Municipalities In Securing Data
 
Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...
Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...
Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...
 
Privacy, Security & Access to Data
Privacy, Security & Access to DataPrivacy, Security & Access to Data
Privacy, Security & Access to Data
 
Do Universities Dream of Big Data
Do Universities Dream of Big DataDo Universities Dream of Big Data
Do Universities Dream of Big Data
 
Predicting the Future With Microsoft Bing
Predicting the Future With Microsoft BingPredicting the Future With Microsoft Bing
Predicting the Future With Microsoft Bing
 
Analytics 101: How to not fail at analytics
Analytics 101: How to not fail at analyticsAnalytics 101: How to not fail at analytics
Analytics 101: How to not fail at analytics
 
Are MOOC's past their peak?
Are MOOC's past their peak?Are MOOC's past their peak?
Are MOOC's past their peak?
 
Opening the doors of the laboratory
Opening the doors of the laboratoryOpening the doors of the laboratory
Opening the doors of the laboratory
 
Open City - Edmonton
Open City - EdmontonOpen City - Edmonton
Open City - Edmonton
 
Unlocking the power of healthcare data
Unlocking the power of healthcare dataUnlocking the power of healthcare data
Unlocking the power of healthcare data
 
Checking in on Healthcare Data Analytics
Checking in on Healthcare Data AnalyticsChecking in on Healthcare Data Analytics
Checking in on Healthcare Data Analytics
 
Open access and open data: international trends and strategic context
Open access and open data: international trends and strategic contextOpen access and open data: international trends and strategic context
Open access and open data: international trends and strategic context
 

Recently uploaded

Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Dr. Vinod Kumar Kanvaria
 
Advantages and Disadvantages of CMS from an SEO Perspective
Advantages and Disadvantages of CMS from an SEO PerspectiveAdvantages and Disadvantages of CMS from an SEO Perspective
Advantages and Disadvantages of CMS from an SEO Perspective
Krisztián Száraz
 
Executive Directors Chat Leveraging AI for Diversity, Equity, and Inclusion
Executive Directors Chat  Leveraging AI for Diversity, Equity, and InclusionExecutive Directors Chat  Leveraging AI for Diversity, Equity, and Inclusion
Executive Directors Chat Leveraging AI for Diversity, Equity, and Inclusion
TechSoup
 
Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.
Ashokrao Mane college of Pharmacy Peth-Vadgaon
 
The basics of sentences session 5pptx.pptx
The basics of sentences session 5pptx.pptxThe basics of sentences session 5pptx.pptx
The basics of sentences session 5pptx.pptx
heathfieldcps1
 
"Protectable subject matters, Protection in biotechnology, Protection of othe...
"Protectable subject matters, Protection in biotechnology, Protection of othe..."Protectable subject matters, Protection in biotechnology, Protection of othe...
"Protectable subject matters, Protection in biotechnology, Protection of othe...
SACHIN R KONDAGURI
 
Digital Artifact 1 - 10VCD Environments Unit
Digital Artifact 1 - 10VCD Environments UnitDigital Artifact 1 - 10VCD Environments Unit
Digital Artifact 1 - 10VCD Environments Unit
chanes7
 
A Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in EducationA Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in Education
Peter Windle
 
The Diamonds of 2023-2024 in the IGRA collection
The Diamonds of 2023-2024 in the IGRA collectionThe Diamonds of 2023-2024 in the IGRA collection
The Diamonds of 2023-2024 in the IGRA collection
Israel Genealogy Research Association
 
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
Nguyen Thanh Tu Collection
 
Azure Interview Questions and Answers PDF By ScholarHat
Azure Interview Questions and Answers PDF By ScholarHatAzure Interview Questions and Answers PDF By ScholarHat
Azure Interview Questions and Answers PDF By ScholarHat
Scholarhat
 
MASS MEDIA STUDIES-835-CLASS XI Resource Material.pdf
MASS MEDIA STUDIES-835-CLASS XI Resource Material.pdfMASS MEDIA STUDIES-835-CLASS XI Resource Material.pdf
MASS MEDIA STUDIES-835-CLASS XI Resource Material.pdf
goswamiyash170123
 
Natural birth techniques - Mrs.Akanksha Trivedi Rama University
Natural birth techniques - Mrs.Akanksha Trivedi Rama UniversityNatural birth techniques - Mrs.Akanksha Trivedi Rama University
Natural birth techniques - Mrs.Akanksha Trivedi Rama University
Akanksha trivedi rama nursing college kanpur.
 
Unit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdfUnit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdf
Thiyagu K
 
CACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdfCACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdf
camakaiclarkmusic
 
Francesca Gottschalk - How can education support child empowerment.pptx
Francesca Gottschalk - How can education support child empowerment.pptxFrancesca Gottschalk - How can education support child empowerment.pptx
Francesca Gottschalk - How can education support child empowerment.pptx
EduSkills OECD
 
Acetabularia Information For Class 9 .docx
Acetabularia Information For Class 9  .docxAcetabularia Information For Class 9  .docx
Acetabularia Information For Class 9 .docx
vaibhavrinwa19
 
Lapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdfLapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdf
Jean Carlos Nunes Paixão
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
Delapenabediema
 
A Survey of Techniques for Maximizing LLM Performance.pptx
A Survey of Techniques for Maximizing LLM Performance.pptxA Survey of Techniques for Maximizing LLM Performance.pptx
A Survey of Techniques for Maximizing LLM Performance.pptx
thanhdowork
 

Recently uploaded (20)

Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
 
Advantages and Disadvantages of CMS from an SEO Perspective
Advantages and Disadvantages of CMS from an SEO PerspectiveAdvantages and Disadvantages of CMS from an SEO Perspective
Advantages and Disadvantages of CMS from an SEO Perspective
 
Executive Directors Chat Leveraging AI for Diversity, Equity, and Inclusion
Executive Directors Chat  Leveraging AI for Diversity, Equity, and InclusionExecutive Directors Chat  Leveraging AI for Diversity, Equity, and Inclusion
Executive Directors Chat Leveraging AI for Diversity, Equity, and Inclusion
 
Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.
 
The basics of sentences session 5pptx.pptx
The basics of sentences session 5pptx.pptxThe basics of sentences session 5pptx.pptx
The basics of sentences session 5pptx.pptx
 
"Protectable subject matters, Protection in biotechnology, Protection of othe...
"Protectable subject matters, Protection in biotechnology, Protection of othe..."Protectable subject matters, Protection in biotechnology, Protection of othe...
"Protectable subject matters, Protection in biotechnology, Protection of othe...
 
Digital Artifact 1 - 10VCD Environments Unit
Digital Artifact 1 - 10VCD Environments UnitDigital Artifact 1 - 10VCD Environments Unit
Digital Artifact 1 - 10VCD Environments Unit
 
A Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in EducationA Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in Education
 
The Diamonds of 2023-2024 in the IGRA collection
The Diamonds of 2023-2024 in the IGRA collectionThe Diamonds of 2023-2024 in the IGRA collection
The Diamonds of 2023-2024 in the IGRA collection
 
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
 
Azure Interview Questions and Answers PDF By ScholarHat
Azure Interview Questions and Answers PDF By ScholarHatAzure Interview Questions and Answers PDF By ScholarHat
Azure Interview Questions and Answers PDF By ScholarHat
 
MASS MEDIA STUDIES-835-CLASS XI Resource Material.pdf
MASS MEDIA STUDIES-835-CLASS XI Resource Material.pdfMASS MEDIA STUDIES-835-CLASS XI Resource Material.pdf
MASS MEDIA STUDIES-835-CLASS XI Resource Material.pdf
 
Natural birth techniques - Mrs.Akanksha Trivedi Rama University
Natural birth techniques - Mrs.Akanksha Trivedi Rama UniversityNatural birth techniques - Mrs.Akanksha Trivedi Rama University
Natural birth techniques - Mrs.Akanksha Trivedi Rama University
 
Unit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdfUnit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdf
 
CACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdfCACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdf
 
Francesca Gottschalk - How can education support child empowerment.pptx
Francesca Gottschalk - How can education support child empowerment.pptxFrancesca Gottschalk - How can education support child empowerment.pptx
Francesca Gottschalk - How can education support child empowerment.pptx
 
Acetabularia Information For Class 9 .docx
Acetabularia Information For Class 9  .docxAcetabularia Information For Class 9  .docx
Acetabularia Information For Class 9 .docx
 
Lapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdfLapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdf
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
 
A Survey of Techniques for Maximizing LLM Performance.pptx
A Survey of Techniques for Maximizing LLM Performance.pptxA Survey of Techniques for Maximizing LLM Performance.pptx
A Survey of Techniques for Maximizing LLM Performance.pptx
 

GRC Integration And Management Of Diverse Environmental Data Sets

  • 1. Integration and Management of Diverse Environmental Data Sets Cameron Kiddle Research Fellow Grid Research Centre University of Calgary
  • 2. Outline !! Data Challenges !! GeoChronos (Spectral Libraries) !! Spectral Library Demonstration !! Cloud Services for Water Management !! Cloud Services for Water Management Demonstration Summit 09 2 Oct. 14, 2009
  • 3. Data Challenges - Acquisition !! Many different data sources !! Different regulations/mechanisms for accessing data !! Lack of automation !! Finding the right data Summit 09 3 Oct. 14, 2009
  • 4. Data Challenges - Management !! Scattered and unorganized data !! Inadequate tools for recording/ maintaining metadata "! Data without metadata is meaningless "! Lack of suitable metadata standards "! Validation of metadata !! Tracking provenance of data Summit 09 4 Oct. 14, 2009
  • 5. Data Challenges – Pre-processing !! Raw data typically cannot be directly analyzed !! Significant amount of time spent preparing data for analysis !! Lack of automation Summit 09 5 Oct. 14, 2009
  • 6. GeoChronos !! Partners "! CANARIE (NEP-1) "! Center for Earth Observation Sciences, University of Alberta "! Cybera "! Grid Research Centre, University of Calgary Summit 09 6 Oct. 14, 2009
  • 7. GeoChronos !! An on-line platform (http://geochronos.org/) "! For: !! Earth Observation Scientists "! Facilitating: !! Collaboration between scientists !! Application access, management and sharing !! Data access, management and sharing "! Leveraging: !! Web 2.0 and social networking technologies !! Cloud computing technologies !! Semantic Web technologies Summit 09 7 Oct. 14, 2009
  • 8. GeoChronos !! Data Solutions - Spectral Libraries "! Store, share and browse spectral data "! View spectral plots, metadata, ancillary data and maps "! Manage and generate metadata for spectra "! Create and share metadata schemas !! Technology "! iRODS (http://www.irods.org/) for data storage/management "! Semantic Web technologies such as RDF (Resource Description Framework) to link/relate data !! Next Steps "! Generalization of spectral library solution - acquire, store, manage, browse and share other types of data (i.e., satellite, flux, phenology, meteorological, etc.) "! Automate data workflows (i.e., mosaic, reproject and subset MODIS data) using cloud-based services Summit 09 8 Oct. 14, 2009
  • 9. Spectral Library - Demonstration Summit 09 9 Oct. 14, 2009
  • 10. Spectral Library - Browse Summit 09 10 Oct. 14, 2009
  • 11. Spectral Library - Metadata Summit 09 11 Oct. 14, 2009
  • 12. Spectral Library - Ancillary Data Summit 09 12 Oct. 14, 2009
  • 13. Cloud Services for Water Management !! Partners "! Alberta Advanced Education and Technology "! Alberta WaterSMART "! Cybera "! Geosensor Web Lab, University of Calgary "! Grid Research Centre, University of Calgary "! Tesera Systems Inc Summit 09 13 Oct. 14, 2009
  • 14. Cloud Services for Water Management !! In preliminary stages of project !! Explore use of cloud services to store, manipulate and expose data related to water management !! Link and correlate a wide variety of data from a large number of sources !! Cloud-based analysis and visualization tools !! Investigate integration with existing Alberta WaterPortal (http://www.albertawater.com/) Summit 09 14 Oct. 14, 2009
  • 15. Cloud Services for Water Management - Demonstration Summit 09 15 Oct. 14, 2009
  • 16. Data Types and Locations Displayed on Google Earth Summit 09 16 Oct. 14, 2009
  • 17. Water Flow Data Shown using Google Visualization API Summit 09 17 Oct. 14, 2009
  • 18. Integrating and Visualizing Different Data Sets From Calgary’s Flood in 2005 on Google Earth Summit 09 18 Oct. 14, 2009
  • 19. Contact Information http://grid.ucalgary.ca/ Cameron Kiddle kiddlec@cpsc.ucalgary.ca http://pages.cspc.ucalgary.ca/~kiddlec/ Summit 09 19 Oct. 14, 2009