Proceedings of the Seventh Mountain Lion Workshop
Proceedings of the Seventh Mountain Lion Workshop
Proceedings of the Seventh Mountain Lion Workshop
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142<br />
ESTIMATING COUGAR ABUNDANCE USING PROBABILITY SAMPLING: AN<br />
EVALUATION OF TRANSECT VERSUS BLOCK DESIGN<br />
CHUCK R. ANDERSON, JR., Wyoming Cooperative Fish and Wildlife Research Unit, Box<br />
3166, University Station, Laramie, WY 82071. USA, email: cander@uwyo.edu<br />
FRED G. LINDZEY, Wyoming Cooperative Fish and Wildlife Research Unit, Box 3166,<br />
University Station, Laramie, WY 82071, USA, email: flindzey@uwyo.edu<br />
NATE P. NIBBELINK. Wyoming Geographic Information Science Center, University <strong>of</strong><br />
Wyoming, Box 4008, University Station, Laramie, WY 82071, USA, email:<br />
nathan@uwyo.edu<br />
Abstract: We used GPS data records <strong>of</strong> cougar track sets (n = 5-6 locations/night) to evaluate<br />
accuracy and precision <strong>of</strong> Transect Probability Sampling (TPS) and Block Probability Sampling<br />
(BPS) from spatial simulations <strong>of</strong> varying cougar densities, sampling efforts, and number <strong>of</strong><br />
track set nights. GPS data records yielded 446 1-night track sets and 225 2-night track sets from<br />
12 cougars (2 adult males, 6 adult females, and 4 subadults) for simulations. Accuracy and<br />
precision <strong>of</strong> TPS and BPS estimates generally improved with increased cougar density, sampling<br />
effort, and number <strong>of</strong> track set nights, but TPS estimates were vulnerable to extremely short<br />
track sets (e.g., cougars at kill sites) and BPS estimates were exceedingly imprecise. To address<br />
<strong>the</strong>se problems, we adjusted TPS estimates based on <strong>the</strong> proportion <strong>of</strong> cougar track sets<br />
estimated to be at kill sites and used bootstrap techniques to estimate 90% confidence intervals<br />
(CIs) around BPS estimates. TPS estimates adjusted for cougars at kill sites typically improved<br />
accuracy, precision, and estimator reliability (CIs approaching 90% coverage). Bootstrapping<br />
greatly reduced variance around BPS estimates but exaggerated precision (i.e., CI coverage<br />
typically below 90%), likely due to low cougar detection rates. Comparisons <strong>of</strong> adjusted TPS<br />
and BPS estimates suggested higher cougar detection rates and improved accuracy from TPS<br />
surveys, with more reliable CI coverage. TPS simulations suggested reliable cougar population<br />
estimates could be obtained from high-effort surveys (~2 km transect spacing) regardless <strong>of</strong><br />
cougar density or number <strong>of</strong> track set nights, or from medium-effort surveys (~3 km transect<br />
spacing) <strong>of</strong> medium-high density populations (2.3-3.5 independent cougars/100 km 2 ) sampling<br />
2-night track sets. Ninety-percent CIs suggested population changes <strong>of</strong> 27-30% could be<br />
detected using high effort surveys <strong>of</strong> 1-night track sets, 20-24% from medium effort surveys <strong>of</strong><br />
2-night track sets, and 15-18% from high effort surveys <strong>of</strong> 2-night track sets. Because <strong>of</strong> <strong>the</strong><br />
time and expense required to conduct high effort TPS surveys, we propose sampling cougar track<br />
sets without intense tracking efforts and applying perpendicular track lengths we measured to<br />
estimate cougar population parameters.<br />
PROCEEDINGS OF THE SEVENTH MOUNTAIN LION WORKSHOP