multivariate hybrid visualisation of ornithological sensor data richard roberts, dr robert laramee,...
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![Page 1: Multivariate Hybrid Visualisation of Ornithological Sensor Data Richard Roberts, Dr Robert Laramee, & Dr Mark Jones](https://reader035.vdocuments.site/reader035/viewer/2022081520/5697c00d1a28abf838cc935e/html5/thumbnails/1.jpg)
Multivariate Hybrid Visualisation of Ornithological Sensor
Data
Richard Roberts, Dr Robert Laramee,& Dr Mark Jones
![Page 2: Multivariate Hybrid Visualisation of Ornithological Sensor Data Richard Roberts, Dr Robert Laramee, & Dr Mark Jones](https://reader035.vdocuments.site/reader035/viewer/2022081520/5697c00d1a28abf838cc935e/html5/thumbnails/2.jpg)
Introduction
Dataset
Related Work
Visualisation Design
Software Design
Visualisation Overview
Conclusions and Questions
The Next Twenty Minutes
![Page 3: Multivariate Hybrid Visualisation of Ornithological Sensor Data Richard Roberts, Dr Robert Laramee, & Dr Mark Jones](https://reader035.vdocuments.site/reader035/viewer/2022081520/5697c00d1a28abf838cc935e/html5/thumbnails/3.jpg)
Multivariate Hybrid Visualisation of Ornithological Sensor Data
Visualising a large amount of animal tracking data. Cormorant - (Shag)
Diving Sea Bird Over 40 species Wing span of 45–100 centimetres Body weight of 0.35–5 kilograms
Introduction
![Page 4: Multivariate Hybrid Visualisation of Ornithological Sensor Data Richard Roberts, Dr Robert Laramee, & Dr Mark Jones](https://reader035.vdocuments.site/reader035/viewer/2022081520/5697c00d1a28abf838cc935e/html5/thumbnails/4.jpg)
Rory Wilson – Daily Diary Data ‘The Black Box’ approach Albatross, badgers, cheetahs,
cormorants, dogs, horses, penguins, sharks, sunfish, and turtles.
Cormorant Dataset Eight Hours of data 12 Streams of data
Dataset
![Page 5: Multivariate Hybrid Visualisation of Ornithological Sensor Data Richard Roberts, Dr Robert Laramee, & Dr Mark Jones](https://reader035.vdocuments.site/reader035/viewer/2022081520/5697c00d1a28abf838cc935e/html5/thumbnails/5.jpg)
Accelerometer (X,Y, & Z) Hall Sensor - Records movements of the beak Pressure Sensor IR Sensor - Records the speed of the bird underwater. Compass (X,Y, & Z) Temperature Sensor Light Sensor Pitch & Roll Sensor VeDBA
Daily Diary
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Grundy et al.
Geng et al.
Related Work
![Page 7: Multivariate Hybrid Visualisation of Ornithological Sensor Data Richard Roberts, Dr Robert Laramee, & Dr Mark Jones](https://reader035.vdocuments.site/reader035/viewer/2022081520/5697c00d1a28abf838cc935e/html5/thumbnails/7.jpg)
Inner ring – Pressure
Outer Ring – Energy Expenditure(VeDBA)
Visualisation Design
![Page 8: Multivariate Hybrid Visualisation of Ornithological Sensor Data Richard Roberts, Dr Robert Laramee, & Dr Mark Jones](https://reader035.vdocuments.site/reader035/viewer/2022081520/5697c00d1a28abf838cc935e/html5/thumbnails/8.jpg)
Software Design
![Page 9: Multivariate Hybrid Visualisation of Ornithological Sensor Data Richard Roberts, Dr Robert Laramee, & Dr Mark Jones](https://reader035.vdocuments.site/reader035/viewer/2022081520/5697c00d1a28abf838cc935e/html5/thumbnails/9.jpg)
Visualisation Overview
![Page 10: Multivariate Hybrid Visualisation of Ornithological Sensor Data Richard Roberts, Dr Robert Laramee, & Dr Mark Jones](https://reader035.vdocuments.site/reader035/viewer/2022081520/5697c00d1a28abf838cc935e/html5/thumbnails/10.jpg)
Isolates the required features in the data Separates the dives into their dive stages. Visualises the complete dataset in one frame
without over-plotting.
Future Work: Additional levels to the visualisation. Add a sort option to the overview. Use additional animal dataset.
Conclusions and Future Work
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Grundy, E., Jones, M. W., Laramee, R. S., Wilson, R. P., & Shepard, E. L. (2009, June). Visualisation of sensor data from animal movement. In Computer Graphics Forum (Vol. 28, No. 3, pp. 815-822). Blackwell Publishing Ltd.
Geng, Z., Peng, Z., Laramee, R. S., Roberts, J. C., & Walker, R. (2011). Angular histograms: Frequency-based visualizations for large, high dimensional data. Visualization and Computer Graphics, IEEE Transactions on, 17(12), 2572-2580.
Wildlife Computers, (2015), Daily Diary [ONLINE]. Available at: http://wildlifecomputers.com/our-tags/daily-diary/ [Accessed 09 September 15].
JJ Harrison, (2015), Little pied cormorant [ONLINE]. Available at:https://en.wikipedia.org/wiki/Cormorant [Accessed 09 September 15].
References
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Thanks For listening!
AnyQuestio
ns?