Integration and Management of Diverse Environmental Data Sets

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    Integration and Management of Diverse Environmental Data Sets - Presentation Transcript

    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 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 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 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 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 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 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 Oct. 14, 2009
    9. Spectral Library - Demonstration Summit 09 Oct. 14, 2009
    10. Spectral Library - Browse Summit 09 Oct. 14, 2009
    11. Spectral Library - Metadata Summit 09 Oct. 14, 2009
    12. Spectral Library - Ancillary Data Summit 09 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 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 Oct. 14, 2009
    15. Cloud Services for Water Management - Demonstration Summit 09 Oct. 14, 2009
    16. Data Types and Locations Displayed on Google Earth Summit 09 Oct. 14, 2009
    17. Water Flow Data Shown using Google Visualization API Summit 09 Oct. 14, 2009
    18. Integrating and Visualizing Different Data Sets From Calgary’s Flood in 2005 on Google Earth Summit 09 Oct. 14, 2009
    19. Contact Information Summit 09 Oct. 14, 2009 Cameron Kiddle [email_address] http://pages.cspc.ucalgary.ca/~kiddlec/ http://grid.ucalgary.ca/
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