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Geolocation by Light
Following the Migration of Lesser Kestrels of MongoliaPaul Millhouser GIS Consulting
The Challenge• Denver Zoo conservation biologists are studying lesser kestrels in
Mongolia and need to understand their migratory patterns• Literature is contradictory• Lesser kestrels are small
• Wingspan of about 2 feet• Weight of less than 8 ounces
• Satellite tracker costs $3000+
The Solution• Light-based geolocators developed by the British Antarctic Survey for
seabird research• Determine approximate latitude and longitude
• Longitude is determined by time of sunrise and sunset• Latitude requires estimating length of day and knowing the zenith angle at
which the unit senses sunrise and sunset
• Cost per unit of ~$200
The Technology
• Geolocator consists of light sensor, clock, and memory embedded in clear epoxy.• Simply records average light intensity for the preceding two minutes for each
minute • Location fixes determined in post-processing
Kestrel Capture: Bal-Chatri Traprap
Viewing the Data
• Unit is calibrated by measuring light levels at known location
• Light level threshold set to reflect sunrise/sunset times and elevation angles
Confounding Factors• Dense cloud cover• Tree canopy• Artificial lights/full moons• Equinox +/- 2 weeks
• Length of day approximately the same at different latitudes• Assign lower confidence levels to transitions in that period
• Poor positioning of geolocator on bird
Processing the Data
• View each sunrise/sunset• Automatically filter transitions resulting in impossibly short “nights”• Manually delete transitions that are clearly erroneous• Assign lower confidence levels to doubtful transitions
Mapping the Data: All Confidence Levels
Mapping the Data: High Confidence Only
Light Geolocator vs SatelliteLight Geolocator• Low initial cost• No ongoing expense• Requires recapture• Average error +/- 185 km• Retrospective data
Satellite• High initial cost• Monthly subscription• One capture only• Highly accurate and precise• Real time data
AcknowledgmentsThanks to John V. Azua, Jr., Curator of Birds, and Ganchimeg Wingard,
Mongolia Program Director, Denver Zoo
Photos and data courtesy of Denver Zoo