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减小样本量对柑橘果实上柑橘锈螨(蜱螨目:瘿螨科)密度估计的影响:模拟抽样

Effects of reducing sample size on density estimates of citrus rust mite (Acari: Eriophyidae) on citrus fruit: simulated sampling.

作者信息

Hall David G, Childers Carl C, Eger Joseph E

机构信息

USDA-ARS, U.S. Horticultural Research Laboratory, Subtropical Insects Research Unit, 2001 South Rock Road, Fort Pierce, FL 34945, USA.

出版信息

J Econ Entomol. 2005 Jun;98(3):1048-57. doi: 10.1603/0022-0493-98.3.1048.

DOI:10.1603/0022-0493-98.3.1048
PMID:16022338
Abstract

The consequence of reducing sample size on the accuracy and precision of estimates of citrus rust mite, Phyllocoptruta oleivora (Ashmead), densities on oranges was investigated. The sample unit was a 1-cm2 surface area on fruit. Sampling plans consisting of 360, 300, 200, 160, 80, 48, 36, or 20 samples per 4 ha were evaluated through computer simulations by using real count data from 32 data sets of 600 sample units per 4 ha. The original and reduced sampling plans were hierarchical with different numbers of sample areas per 4 ha, trees per area, fruit per tree, and samples per fruit. Individual estimates (n=100 simulations per data set) using each plan were sometimes considerably below or above target densities. In an original set of count data with a mean of six mites per cm2, simulations of 36 samples per 4 ha produced individual estimates ranging from one to 16 mites per cm2, whereas 80 samples per 4 ha produced estimates ranging from two to 10 mites per cm2. The plans consisting of 36 or more samples were projected to provide precision levels of 0.25 (SEM/mean) or better at densities of five or more mites per cm2 based on log-data, a projection that needs to be verified under real-grove situations. Each plan consistently provided mite detection in these sampling simulations except those consisting of 20 or 36 samples, which sometimes failed to detect mites when the target density was less than five mites per cm2. The study provided insight into the probable precision, accuracy and detection thresholds for eight candidate sampling plans varying from relatively low to high resource input.

摘要

研究了减小样本量对柑橘锈螨(Phyllocoptruta oleivora (Ashmead))在橙子上密度估计的准确性和精确性的影响。样本单位是果实上1平方厘米的表面积。通过计算机模拟,利用每4公顷600个样本单位的32个数据集的实际计数数据,评估了每4公顷由360、300、200、160、80、48、36或20个样本组成的抽样方案。原始抽样方案和缩减后的抽样方案在每4公顷的样本面积数量、每面积的树木数量、每棵树的果实数量以及每个果实的样本数量方面具有层级差异。使用每个方案的个体估计值(每个数据集进行100次模拟)有时会显著低于或高于目标密度。在一组平均每平方厘米有6只螨的原始计数数据中,每4公顷36个样本的模拟产生的个体估计值范围为每平方厘米1至16只螨,而每4公顷80个样本产生的估计值范围为每平方厘米2至10只螨。基于对数数据,预计每平方厘米有5只或更多螨时,由36个或更多样本组成的方案将提供0.25(标准误/均值)或更好的精确水平,这一预测需要在实际果园情况下进行验证。在这些抽样模拟中,除了由20个或36个样本组成的方案外,每个方案都能持续检测到螨,当目标密度小于每平方厘米5只螨时,这两个方案有时无法检测到螨。该研究深入了解了从相对低资源投入到高资源投入的八个候选抽样方案可能的精确性、准确性和检测阈值。

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引用本文的文献

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