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A novel camera trapping method for individually identifying pumas by facial features.
Peter D Alexander1, Derek J Craighead1
1Craighead Beringia South Kelly Wyoming USA.
Ecology and Evolution
|February 9, 2022
Summary
Camera traps (CTs) can now identify elusive pumas using facial recognition. A novel accessory improved face capture rates, enabling more accurate photo-identification for wildlife abundance studies.
Area of Science:
- Wildlife ecology
- Conservation biology
- Photographic identification techniques
Background:
- Capture-mark-recapture (CMR) analysis, particularly photo-CMR, is vital for estimating elusive wildlife populations.
- Photo-identification (photo-ID) is a key component of photo-CMR but is typically limited to species with distinct markings and lateral images.
- Pumas (Puma concolor) lack prominent markings, making traditional photo-ID challenging despite effective camera trap (CT) data collection.
Purpose of the Study:
- To assess the feasibility of using puma facial features for photo-ID within a CT framework.
- To determine if a novel CT accessory can improve the capture rate of puma facial images.
- To evaluate whether facial images enhance the accuracy of puma photo-ID by human observers.
Main Methods:
- A novel CT accessory using light and sound was deployed to attract pumas and capture facial images.
- Face capture rates were compared between CTs with and without the accessory.
- Inter-rater agreement (Fleiss' kappa) was calculated for photo-ID assessments using puma facial images.
Main Results:
- CTs equipped with the accessory showed significantly higher puma face capture rates (n = 208, χ² = 43.23, p ≤ .001).
- Photo-ID assessments using facial images demonstrated moderate to good agreement (Fleiss' kappa = 0.54, 95% CI = 0.48-0.60).
- The agreement using facial images was 92.90% higher than previously reported kappa values from conventional CT methods.
Conclusions:
- Facial photo-ID is feasible for pumas, an elusive species lacking pelage markings, using CTs.
- A novel CT accessory effectively increases the capture rate of facial images for photo-ID.
- This technique shows promise for expanding photo-ID applications to unmarked elusive species, improving wildlife abundance estimations.

