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ESTIMATING SITE OCCUPANCY RATES WHEN DETECTION PROBABILITIES ARE LESS THAN ONE

Ecology · 2002 · Vol. 83(8) · pp. 2248–2255
Darryl I. MacKenzieJames D. NicholsGideon B. LachmanSam DroegeJ. Andrew RoyleCatherine A. Langtimm

Abstract

Nondetection of a species at a site does not imply that the species is absent unless the probability of detection is 1. We propose a model and likelihood-based method for estimating site occupancy rates when detection probabilities are <1. The model provides a flexible framework enabling covariate information to be included and allowing for missing observations. Via computer simulation, we found that the model provides good estimates of the occupancy rates, generally unbiased for moderate detection probabilities (>0.3). We estimated site occupancy rates for two anuran species at 32 wetland sites in Maryland, USA, from data collected during 2000 as part of an amphibian monitoring program, Frogwatch USA. Site occupancy rates were estimated as 0.49 for American toads (Bufo americanus), a 44% increase over the proportion of sites at which they were actually observed, and as 0.85 for spring peepers (Pseudacris crucifer), slightly above the observed proportion of 0.83.

Survey Sampling and Estimation TechniquesWildlife Ecology and ConservationAmphibian and Reptile BiologyOccupancyEcologyCovariateWetlandStatisticsEnvironmental scienceGeographyBiologyMathematics

Funding

  • U.S. Geological Survey
Citations
4,362
FWCI
40.99
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References
Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach
Journal of Wildlife Management · 2003 · 42,134 citations
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Journal of the American Statistical Association · 2000 · 4,222 citations
A Practical Model of Metapopulation Dynamics
Journal of Animal Ecology · 1994 · 1,629 citations
Monitoring of biological diversity in space and time
Trends in Ecology & Evolution · 2001 · 1,386 citations
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ESTIMATING SITE OCCUPANCY RATES WHEN DETECTION PROBABILITIES ARE LESS THAN ONE · Scinovex