Disentangling the origin of chemical differences using GHOST
Potential for Community Photography to Help Evaluate Molt Phenology in Mountain Goats
1. Potential for Community Photography to Help Evaluate
Molt Phenology in a High-elevation, High-latitude Mammal
Katarzyna Nowak, Shane A. Richards, Amy Panikowski,
Greg Newman, Nicholas E. Young, Aerin Jacob,
Jon P. Beckmann, Joel Berger, Don Reid
2. When do other
animals shed their
winter coats
compared with when
you do?
Can we engage public in climate
science through relatable lens?
4. Phenology
• Phenology: seasonal timing of life history events
• Increasingly relevant in framework of global change studies
• Shifts in migration, hibernation, reproduction
• Species adjusting but with lags
- Arrival time at breeding grounds & spring green-up
Mayor et al. 2017 (birds)
Le Corre et al. 2017 (caribou)
5. • Loss of hair or feathers to make room for new growth
• Two mechanisms: Photoperiod & temperature
“Molting is one of most poorly studied life-history events,
particularly in mammals, but also in birds.”
Beltran et al. 2018
Molting
From Mammals of Montana (2012)
6. Bicolor molt: Phenological mismatches
Snowshoe hares
• Plasticity to reduce mismatch
between color & increasingly
snow-free background?
• Snowshoe hares exposed to 3 yrs
variable snowpack
• Show more plasticity in spring
molt onset & rate (white to brown)
than in autumn (brown to white)
7. • Cold-adapted, obligate alpine species occupying high, windy slopes
• Avoid areas where mean daily summer temps >60 F
• Unicolor, white fur: good reflectance
• Well-photographed across their range
Mountain goats
8. Does molt phenology track
warming?
• Earlier shedding: mountain goats responding to
changes in temperature, or shifts in vegetation
phenology, making them less constrained or prone
to heat stress in summer
• Not shedding earlier: 1) photoperiod is main
mechanism of molt 2) limited plasticity in molting
11. 2) field-sourced in s. Yukon:
wild & captive
(northern range extent = photo gap)
12. A note on photos
>2000 photos of black
skimmers, s. Brazil
Vieira et al. 2017 Ibis
In search for less invasive methods than capture &
improved methods over examining museum specimens,
researchers of molt in birds have used photography
13. Photo by Jack Brauer
1) SHED AREA can be evaluated (sidelong ideal)
2) DATE is known
3) LOCATION is known or can be approximated
4) RESOLUTION: 300 dpi ideally
5) AGE: We limited our analysis to mature adults
Photo criteria
14. Photoshop process: Crop animal from background, select shed
and unshed areas & create separate layers, obtain pixel counts,
color areas with red and black for quick visuals.
17. Our data sources: >70% citizen scientists
Data sample
Skewed towards recent photos;
Many submissions after advertising project
18. Generalized linear mixed
models
• Three types of data – Citizen science, own photos: captive
(repeated samples) & wild (opportunistic camera trap photos)
• Response variable = fraction shed
• Explanatory =
Day of year, year, sex, new kid, elevation, latitude,
Gross Primary Production (GPP)
19. Results:
Citizen science data
• No effect of year detected.
• Females shed two weeks (13.8 days) later than males.
• Shedding varied with latitude (LRT, G(1) = 17.09, p <
0.001) animals shed earlier at higher latitudes.
28. Camera-trap data from wild
• Data relatively scant
• Sex effect consistent with captive & crowd-sourced data
• Cannot reliably test kid effect but females with kids tend
to shed later
• No apparent difference between captive & wild
• Most unknowns were males (on basis of extent shed—
Doug Chadwick used this in field)
29. Challenges
• Night activity = night photos (poor resolution)
• Sexing goats from camera trap photos often challenging
30. Conclusions
• No evidence of temporal change
• Results on sex and kids consistent w/ long-term research Dery et al. 2019
- Females with new kids: more heat stress prone?
• Investigation of latitude & elevation enabled by participatory science
- Latitude effect: rate of photoperiod change faster in north
Consistent w/ muskox research Wilkinson 1974
- Elevation: temperature lapse rate
- Latitude and elevation correlated: must disentangle effects
• No apparent effect of GPP or captivity (better nutrition)
• Community photography can broaden research scope, scale & speed
• Boost sample in targeted way: Archives & personal collections
31. Thermoregulate by panting, shade-seeking, night activity
Perhaps also: elevation gain, water use,
active rubbing to remove coat
If do not shed earlier…