Comparison of geostatistical and random sample survey analyses of Antarctic krill acoustic data

Data from the acoustic surveys of MV SA “Agulhas” and FRV “Walther Herwig”, and the 1981 RRS “John Biscoe” South Georgia acoustic survey were analysed by geostatistical methods. Estimates of mean density (g m−2) of krill and their variances are compared with published results from statistical analys...

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Bibliographic Details
Published in:ICES Journal of Marine Science
Main Author: Murray, A.W.A.
Format: Article in Journal/Newspaper
Language:unknown
Published: Oxford University Press 1996
Subjects:
Antarctic
Biscoe
Antarc*
Antarctic Krill
Online Access:http://nora.nerc.ac.uk/id/eprint/515213/
https://doi.org/10.1006/jmsc.1996.0058
Description
Summary:Data from the acoustic surveys of MV SA “Agulhas” and FRV “Walther Herwig”, and the 1981 RRS “John Biscoe” South Georgia acoustic survey were analysed by geostatistical methods. Estimates of mean density (g m−2) of krill and their variances are compared with published results from statistical analyses based on random sampling theory. A further high-resolution geostatistical analysis of the MV SA “Agulhas” (ping-by-ping) data set of the density of each individual aggregation is also presented. These analyses illustrate the problems of applying geostatistical methods to data from highly aggregated species which can show marked skewness in their histogram of density.

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