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7/14/2009 5:01:44 PM
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UCREFRP
UCREFRP Catalog Number
7116
Author
Baxter, G. and J. Simon
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USFW Year
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USFW - Doc Type
1970
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YES
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<br />that some areas probably are 'good' and others <br />'not so good'. This can be used to improve the <br />precision by stratification. In Fig. 8 the target area <br />is mapped and categorized into two biotope types, <br />of which one is assumed to have lower density (or, <br />strictly, lower spatial variation) and the other <br />higher. In Fig. 8a, sections 1-16 are the 'good' and <br />sections 17-43 the 'bad' biotope. The target area <br />(N := 43) is thus stratified into stratum 1 <br />(N, = 16) and stratum 2 (N2 := 27). <br />We found above that it would take about <br />n = 26 to reach Class 2 in this hypothetical <br />stream. To make judgement on how many from <br />stratum 1 and from stratum 2, we need to know <br />the stratum sizes Nh and Standard Deviation <br />SDh. Further, as the cost of sampling one such <br />unit may vary between the strata, this cost Ch is <br />also of interest. One way to allocate the sampling <br />effort is to choose <br /> <br />nh proportional to SDh/~ (19) <br /> <br />As, however, SDh seems to be proportional to the <br />mean density '1 (see e.g. Tab. 3), and if Ch is similar <br />in each stratum, (19) is reduced to <br /> <br />nh proportional to Nh'1h <br /> <br />(20) <br /> <br />Thus, as an example, if we have reason to assume <br />that the mean density in stratum 1 in Fig. 8a is <br />about twice as large as in stratum 2, then from <br />(20) we find that <br /> <br />n, 16.2 <br />-=-=1.19 <br />n2 27 . 1 <br /> <br />As n, + n2 in this case was about 26, it would be <br />appropriate to try a sample size of 14 sections <br />from stratum 1 and 12 from stratum 2. <br />We now recall that the total sample size n <br />required to reach a specific precision was calcu- <br />lated ignoring the effect of stratification (eq. 18). <br />In reality, a somewhat smaller sample size may be <br />sufficient. There are methods to estimate the n <br />value required for a given precision level in the <br /> <br />29 <br /> <br />case of stratified sampling (see e.g. Cochran, <br />1963; p. 96), corresponding to eq. (18). However, <br />as we seldom know very much about how the <br />strata differ with respect to spatial variation, the <br />crude way outlined above may be sufficient. <br />The final question is the number of strata. As <br />the methods of stock assessment proposed below <br />may require both an N h value not too small and <br />a sample size nh not too small, 2 or possibly 3 <br />strata may be practicable. In theory, a far reaching <br />stratification may pay if the criterion for stratifi- <br />cation is efficient. <br /> <br />The selection of sampling areas and methods of <br />population estimation <br /> <br />There are several ways of selecting the sampling <br />areas in each stratum, and these ways may lead <br />to different methods of population estimation. <br />Hankin (1984) has recently treated these <br />questions with special reference to small streams, <br />and some of the considerations below are based <br />on this paper. <br />The notation is the following: <br /> <br />N <br /> <br />total number of areas (sections) in a <br />stratum or target area. <br />number of areas (sections) in a <br />sample. <br />population size in area i, estimated <br />as Y i by e.g. the methods proposed <br />in the previous section. <br />sampling variance of Y i, estimated <br />^ ^ <br />as V (y J, e.g. by the methods pro- <br />posed in the previous section. <br />total population size in the stratum <br />. ^ <br />or target area; estImate denoted Y. <br />mean population size per area, esti- <br />mated as <br /> <br />n <br /> <br />Yi <br /> <br />V(yJ <br /> <br />y <br /> <br />'1 = Y /N <br /> <br />m. <br />I <br /> <br />y = (f 9) /n <br /> <br />size (usually area) of a area (section) <br />i <br />total size (usually area) of the <br />stratum or target area <br /> <br />M <br />
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