Visualizing the Availability of Temporally Structured Sensor Data Daniel Nüst  (University of Münster)
WHY?
SENSOR DATA? WHY visualize
WHY AVAILABILITY OF TEMPORALLY STRUCTURED SENSOR DATA? visualize the
EXPERIMENT!
Location: Münster; timestamps: temperature observations; format: ISO 8601; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z;  20...
Location: Münster; timestamps: temperature observations; format: ISO 8601; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z; 201...
Done.
Location: Münster; timestamps: temperature observations; format: ISO 8601; 2010-04-01T13:00:00Z; 11 563 200 bytes UTF-8: 2...
DATA „ completely covered“ intervals segmentation algorithm
DATA visualization method comprehensible information
© www.phdcomics.com Use Case: Researcher
THE TASK
© dwstucke @ flickr © IPPAR via http://en.wikipedia.org/wiki/File:Pa%C3%A7o_dos_Duques_1.jpg urn:ogc: object: feature: WMO...
The Task
The Task
t
 
 
visualizations | parameters | interface  Approach
Timeline
 
Calendar Sheet
 
Circular Bar Graph
 
Parameters list of  time intervals features sensors phenomena density information aggregation parameters
Service Interface
Modelling Decisions feature phenomenon sensor
Service Interface
Summary
Where to go now? © edenandjosh @ flickr
Thank you!
contact: daniel.nuest@wwu.de
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Visualizing the Availability of Temporally Structured Sensor Data

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A crucial task in sensor web based analysis of spatio-temporal data is to get an overview on the spatial and temporal extent for which data is available. This work presents an approach for accessing the necessary information about the availability of temporally structured sensor data from sensor web
services. We show different kinds of data availability visualization. Based on the required values we specify a new generic sensor web service interface operation that constitutes the foundation for realizing the presented visualization methods.

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  • These are our prerequisites
  • We are in OGC realm, but more as implementers than designers of standards
  • Thin SWE client
  • Visualizing the Availability of Temporally Structured Sensor Data

    1. 1. Visualizing the Availability of Temporally Structured Sensor Data Daniel Nüst (University of Münster)
    2. 2. WHY?
    3. 3. SENSOR DATA? WHY visualize
    4. 4. WHY AVAILABILITY OF TEMPORALLY STRUCTURED SENSOR DATA? visualize the
    5. 5. EXPERIMENT!
    6. 6. Location: Münster; timestamps: temperature observations; format: ISO 8601; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z; 2010-04-01T15:00:00Z; 2010-04-01T16:00:00Z; 2010-04-01T17:00:00Z; 2010-04-01T18:00:00Z; 2010-04-01T19:00:00Z; 2010-04-01T20:00:00Z; 2010-04-01T21:00:00Z; 2010-04-01T22:00:00Z; 2010-04-01T23:00:00Z; 2010-04-02T00:00:00Z; 2010-04-02T01:00:00Z; 2010-04-02T02:00:00Z; 2010-04-02T03:00:00Z; 2010-04-02T04:00:00Z; 2010-04-02T05:00:00Z; 2010-04-02T06:00:00Z; 2010-04-02T07:08:08Z; 2010-04-02T08:00:00Z; 2010-04-02T09:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T11:00:00Z; 2010-04-02T12:00:00Z; Experiment
    7. 7. Location: Münster; timestamps: temperature observations; format: ISO 8601; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z; 2010-04-01T15:00:00Z; 2010-04-01T16:00:00Z; 2010-04-01T17:00:00Z; 2010-04-01T18:00:00Z; 2010-04-01T19:00:00Z; 2010-04-01T20:00:00Z; 2010-04-01T21:00:00Z; 2010-04-01T22:00:00Z; 2010-04-01T23:00:00Z; 2010-04-02T00:00:00Z; 2010-04-02T01:00:00Z; 2010-04-02T02:00:00Z; 2010-04-02T03:00:00Z; 2010-04-02T04:00:00Z; 2010-04-02T05:00:00Z; 2010-04-02T06:00:00Z; 2010-04-02T07:08:08Z; 2010-04-02T08:00:00Z; 2010-04-02T09:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T11:00:00Z; 2010-04-02T12:00:00Z; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z; 2010-04-01T15:00:00Z; 2010-04-01T16:00:00Z; 2010-04-01T17:00:00Z; 2010-04-01T18:00:00Z; 2010-04-01T19:00:00Z; 2010-04-01T20:00:00Z; 2010-04-01T21:00:00Z; 2010-04-01T22:00:00Z; 2010-04-01T23:00:00Z; 2010-04-02T00:00:00Z; 2010-04-02T01:00:00Z; 2010-04-02T02:00:00Z; 2010-04-02T03:00:00Z; 2010-04-02T04:00:00Z; 2010-04-02T05:00:00Z; 2010-04-02T06:00:00Z; 2010-04-02T07:08:08Z; 2010-04-02T08:00:00Z; 2010-04-02T09:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T11:00:00Z; 2010-04-02T12:00:00Z; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z; 2010-04-01T15:00:00Z; 2010-04-01T16:00:00Z; 2010-04-01T17:00:00Z; 2010-04-01T18:00:00Z; 2010-04-01T19:00:00Z; 2010-04-01T20:00:00Z; 2010-04-01T21:00:00Z; 2010-04-01T22:00:00Z; 2010-04-01T23:00:00Z; 2010-04-02T00:00:00Z; 2010-04-02T01:00:00Z; 2010-04-02T02:00:00Z; 2010-04-02T03:00:00Z; 2010-04-02T04:00:00Z; 2010-04-02T05:00:00Z; 2010-04-02T06:00:00Z; 2010-04-02T07:08:08Z; 2010-04-02T08:00:00Z; 2010-04-02T09:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T11:00:00Z; 2010-04-02T12:00:00Z; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z; 2010-04-01T15:00:00Z; 2010-04-01T16:00:00Z; 2010-04-01T17:00:00Z; 2010-04-01T18:00:00Z; 2010-04-01T19:00:00Z; 2010-04-01T20:00:00Z; 2010-04-01T21:00:00Z; 2010-04-01T22:00:00Z; 2010-04-01T23:00:00Z; 2010-04-02T00:00:00Z; 2010-04-02T01:00:00Z; 2010-04-02T02:00:00Z; 2010-04-02T03:00:00Z; 2010-04-02T04:00:00Z; 2010-04-02T05:00:00Z; 2010-04-02T06:00:00Z; 2010-04-02T07:08:08Z; 2010-04-02T08:00:00Z; 2010-04-02T09:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T11:00:00Z; 2010-04-02T12:00:00Z; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z; 2010-04-01T15:00:00Z; 2010-04-01T16:00:00Z; 2010-04-01T17:00:00Z; 2010-04-01T18:00:00Z; 2010-04-01T19:00:00Z; 2010-04-01T20:00:00Z; 2010-04-01T21:00:00Z; 2010-04-01T22:00:00Z; 2010-04-01T23:00:00Z; 2010-04-02T00:00:00Z; 2010-04-02T01:00:00Z; 2010-04-02T02:00:00Z; 2010-04-02T03:00:00Z; 2010-04-02T04:00:00Z; 2010-04-02T05:00:00Z; 2010-04-02T06:00:00Z; 2010-04-02T07:08:08Z; 2010-04-02T08:00:00Z; 2010-04-02T09:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T11:00:00Z; 2010-04-02T12:00:00Z; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z; 2010-04-01T15:00:00Z; 2010-04-01T16:00:00Z; 2010-04-01T17:00:00Z; 2010-04-01T18:00:00Z; 2010-04-01T19:00:00Z; 2010-04-01T20:00:00Z; 2010-04-01T21:00:00Z; 2010-04-01T22:00:00Z; 2010-04-01T23:00:00Z; 2010-04-02T00:00:00Z; 2010-04-02T01:00:00Z; 2010-04-02T02:00:00Z; 2010-04-02T03:00:00Z; 2010-04-02T04:00:00Z; 2010-04-02T05:00:00Z; 2010-04-02T06:00:00Z; 2010-04-02T07:08:08Z; 2010-04-02T08:00:00Z; 2010-04-02T09:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T11:00:00Z; 2010-04-02T12:00:00Z; 2010-04-02T09:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T11:00:00Z; 2010-04-02T12:00:00Z; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z; 2010-04-01T15:00:00Z; 2010-04-01T16:00:00Z; 2010-04-01T17:00:00Z; 2010-04-01T18:00:00Z; 2010-04-01T19:00:00Z; 2010-04-01T20:00:00Z; 2010-04-01T21:00:00Z; 2010-04-01T22:00:00Z; 2010-04-01T23:00:00Z; 2010-04-02T00:00:00Z; 2010-04-02T01:00:00Z; 2010-04-02T02:00:00Z; 2010-04-02T03:00:00Z; 2010-04-02T04:00:00Z; 2010-04-02T05:00:00Z; 2010-04-02T06:00:00Z; 2010-04-02T07:08:08Z; 2010-04-02T08:00:00Z; 2010-04-02T09:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T11:00:00Z; 2010-04-02T12:00:00Z; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z; 2010-04-01T15:00:00Z; 2010-04-01T16:00:00Z; 2010-04-01T17:00:00Z; 2010-04-01T18:00:00Z; 2010-04-01T19:00:00Z; 2010-04-01T20:00:00Z; 2010-04-01T21:00:00Z; 2010-04-01T22:00:00Z; 2010-04-01T23:00:00Z; 2010-04-02T00:00:00Z; 2010-04-02T01:00:00Z; 2010-04-02T02:00:00Z; 2010-04-02T03:00:00Z; 2010-04-02T04:00:00Z; 2010-04-02T05:00:00Z; 2010-04-02T06:00:00Z; 2010-04-02T07:08:08Z; 2010-04-02T08:00:00Z; 2010-04-02T09:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T11:00:00Z; 2010-04-02T12:00:00Z; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z; 2010-04-01T15:00:00Z; 2010-04-01T16:00:00Z; 2010-04-01T17:00:00Z; 2010-04-01T18:00:00Z; 2010-04-01T19:00:00Z; 2010-04-01T20:00:00Z; 2010-04-01T21:00:00Z; 2010-04-01T22:00:00Z; 2010-04-02T09:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T11:00:00Z; 2010-04-02T12:00:00Z; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z; 2010-04-01T15:00:00Z; 2010-04-01T16:00:00Z; 2010-04-01T17:00:00Z; 2010-04-01T18:00:00Z; 2010-04-01T19:00:00Z; 2010-04-01T20:00:00Z; 2010-04-01T21:00:00Z; 2010-04-01T22:00:00Z; 2010-04-01T23:00:00Z; 2010-04-02T00:00:00Z; 2010-04-02T01:00:00Z; 2010-04-02T02:00:00Z; 2010-04-02T03:00:00Z; 2010-04-02T04:00:00Z; 2010-04-02T05:00:00Z; 2010-04-02T06:00:00Z; 2010-04-02T07:08:08Z; 2010-04-02T08:00:00Z; 2010-04-02T09:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T11:00:00Z; 2010-04-02T12:00:00Z; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z; 2010-04-01T15:00:00Z; 2010-04-01T16:00:00Z; 2010-04-01T17:00:00Z; 2010-04-01T18:00:00Z; 2010-04-01T19:00:00Z; 2010-04-01T20:00:00Z; 2010-04-01T21:00:00Z; 2010-04-01T22:00:00Z; 2010-04-01T23:00:00Z; 2010-04-02T00:00:00Z; 2010-04-02T01:00:00Z; 2010-04-02T02:00:00Z; 2010-04-02T03:00:00Z; 2010-04-02T04:00:00Z; 2010-04-02T05:00:00Z; 2010-04-02T06:00:00Z; 2010-04-02T07:08:08Z; 2010-04-02T08:00:00Z; 2010-04-02T09:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T10:00:00Z; 2010-04-02T11:00:00Z; 2010-04-02T12:00:00Z; 2010-04-01T13:00:00Z; 2010-04-01T14:00:00Z; 2010-04-01T15:00:00Z; 2010-04-01T16:00:00Z; 2010-04-01T17:00:00Z; 2010-04-01T18:00:00Z; 2010-04-01T19:00:00Z; 2010-04-01T20:00:00Z; 2010-04-01T21:00:00Z; 2010-04-01T22:00:00Z; Experiment
    8. 8. Done.
    9. 9. Location: Münster; timestamps: temperature observations; format: ISO 8601; 2010-04-01T13:00:00Z; 11 563 200 bytes UTF-8: 22 bytes Done? 11,027526855 MB
    10. 10. DATA „ completely covered“ intervals segmentation algorithm
    11. 11. DATA visualization method comprehensible information
    12. 12. © www.phdcomics.com Use Case: Researcher
    13. 13. THE TASK
    14. 14. © dwstucke @ flickr © IPPAR via http://en.wikipedia.org/wiki/File:Pa%C3%A7o_dos_Duques_1.jpg urn:ogc: object: feature: WMOStation: 418580
    15. 15. The Task
    16. 16. The Task
    17. 17. t
    18. 20. visualizations | parameters | interface Approach
    19. 21. Timeline
    20. 23. Calendar Sheet
    21. 25. Circular Bar Graph
    22. 27. Parameters list of time intervals features sensors phenomena density information aggregation parameters
    23. 28. Service Interface
    24. 29. Modelling Decisions feature phenomenon sensor
    25. 30. Service Interface
    26. 31. Summary
    27. 32. Where to go now? © edenandjosh @ flickr
    28. 33. Thank you!
    29. 34. contact: daniel.nuest@wwu.de

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