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Measurement Errors in Line Transect Surveys
Song Xi Chen
Vol. 54, No. 3 (Sep., 1998), pp. 899-908
Published by: International Biometric Society
Stable URL: http://www.jstor.org/stable/2533844
Page Count: 10
You can always find the topics here!Topics: Estimators, Estimation bias, Estimation methods, Method of moments, Population estimates, Density estimation, Maximum likelihood estimation, Standard error, Density, Human error
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An important assumption used in the analysis of line transect data for animal abundance estimation is that the perpendicular sighting distances of detected animals to transect lines are measured accurately. However, in many line transect surveys, the sighting distances are likely to be subject to measurement errors. In this paper, we investigate the effect of measurement errors on animal abundance estimation and show that measurement errors cause systematic bias, which cannot be reduced by simply increasing the survey effort. Estimators that correct for measurement errors using the method of moments by assuming an exponential power series detection function and knowledge of only a few moments of the error distribution are proposed.
Biometrics © 1998 International Biometric Society