Biometrics · 1989 · 153 citations · 22 references
Life SciencesDemographyEcologyBehavioral EcologyPopulation EcologyWildlife ManagementAbundance EstimationEstimation TheoryInferential StatisticsStatistical InferenceWildlife EcologyWildlife Survey MethodsAerial SurveysAerial Wildlife SurveysCapture-recapture ModelsEstimator Bias AssessmentPopulation Parameter EstimationPopulation SizePopulation Size MeasurementSurvey Bias Reduction
Aerial surveys are routinely used to estimate wildlife abundance, but sightability bias from variable detection of animal groups remains a major source of error, prompting the development of models to predict sighting probabilities under different conditions. The study demonstrates how to incorporate sightability models into population size estimators by treating sighting probability as a response probability and derives formulas for cases where that probability must be estimated. An illustrative example applies the method to helicopter survey data of moose in Alberta, showing how the formulas are implemented in practice.
Aerial surveys are routinely conducted to estimate the abundance of wildlife species and the rate of population change. However, sightability of animal groups is acknowledged as a significant source of bias in these estimates. Recent research has focused on the development of sightability models to predict the probability of sighting groups under various conditions. Given such models, we show how sightability can be incorporated into the estimator of population size as a probability of response using standard results from sample surveys. We develop formulas for the cases where the sighting probability must be estimated. An example, using data from a helicopter survey of moose in Alberta (Jacobson, Alberta Oil Sands Research Project Report, 1976), is given to illustrate the technique.
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Graeme Caughley · Journal of Wildlife Management · 1974 · 392 citations
Life Sciences, Ecology, Zoology +16
ON ESTIMATING THE SIZE OF MOBILE POPULATIONS FROM RECAPTURE DATA
Norman T. J. Bailey · Biometrika · 1951 · 374 citations
Life Sciences, Demography, Ecology +14