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The estimation of diversity indexes by using stratified allocations of plots, points or transects

Authors: BARABESI, LUCIO; FATTORINI, LORENZO; MARCHESELLI, MARZIA; PISANI, CATERINA; Pratelli, L.;

The estimation of diversity indexes by using stratified allocations of plots, points or transects

Abstract

The estimation of diversity indexes is considered when species abundance is estimated by means of plots, points or transects placed onto the study region in accordance with probabilistic schemes. Under uniform random sampling–that is when plots, points or transects are uniformly and independently located on the study region–the consistency and the large‐sample normality of diversity index estimators follow from the usual limit theorems as the sampling effort increases. In addition, variance estimation and finite‐sample bias reduction are achieved by means of standard results on the jackknife method. Despite its theoretical simplicity, uniform random sampling may lead to uneven coverage of the study region. In order to avoid this shortcoming, the use of one‐per‐stratum stratified sampling is usually considered. This sampling scheme involves partitioning the study region into subsets of equal size and uniformly selecting a plot, a point or a transect in each of these subsets. The present paper aims to show the consistency and the large‐sample normality of the diversity index estimators under one‐per‐stratum stratified sampling, as well as to deal with variance estimation and bias reduction. Copyright © 2015 John Wiley & Sons, Ltd.

Country
Italy
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Keywords

Statistics and Probability, Simulation study, Ecological Modeling, Delta method, One-per-stratum stratified sampling, simulation study, jackknife, Uniform random sampling, Delta method; Jackknife; One-per-stratum stratified sampling; Simulation study; Species abundance vector estimation; Uniform random sampling; Ecological Modeling; Statistics and Probability, species abundance vector estimation, one-per-stratum stratified sampling, Jackknife, Species abundance vector estimation, Applications of statistics to environmental and related topics, delta method, uniform random sampling

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
13
Average
Top 10%
Top 10%
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