light level geolocation michael sumner phd. candidate

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Light level geolocation Michael Sumner PhD. candidate

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Page 1: Light level geolocation Michael Sumner PhD. candidate

Light level geolocation

Michael SumnerPhD. candidate

Page 2: Light level geolocation Michael Sumner PhD. candidate

Summary

• Light level geolocation

– Light data

– Environmental data

– Behavioural model

• Summarizing behaviour of multiple animals

• Calibrating tags

Page 3: Light level geolocation Michael Sumner PhD. candidate

Tracking vertebratessouthern elephant seal

(male 5yo)

Photo:

J. van den Hoff, AAD

• Archival tag– Light level

– pressure (depth)– temperature– Archived on board

Page 4: Light level geolocation Michael Sumner PhD. candidate

Light levels and solar elevation

Kingston, Tasmania April 2003

Time GMT

10 PM 8 AM 6 PM 2 AM 10 AM

8 AM 4 PM

Local time

LONGITUDE

time of noon in GMT

LATITUDE

length of day vs. night

LATITUDE

difference in length

of day versus night

Page 5: Light level geolocation Michael Sumner PhD. candidate

Effect of longitude on expected light Effect of latitude on expected light

Locations for predicted light levels

DAWN DAWN

Page 6: Light level geolocation Michael Sumner PhD. candidate

Light data – with solar elevation in Hobart (different y-scale)

Page 7: Light level geolocation Michael Sumner PhD. candidate

Light data – choosing “twilight”

Page 8: Light level geolocation Michael Sumner PhD. candidate

Real light data – diving elephant seal

Page 9: Light level geolocation Michael Sumner PhD. candidate
Page 10: Light level geolocation Michael Sumner PhD. candidate
Page 11: Light level geolocation Michael Sumner PhD. candidate

Parameters to estimate – lon, lat, and light attenuation

Page 12: Light level geolocation Michael Sumner PhD. candidate
Page 13: Light level geolocation Michael Sumner PhD. candidate

Location estimates

• Storing series of estimates for animal “tracks”

Page 14: Light level geolocation Michael Sumner PhD. candidate

Calibrating light tags