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Counting at low concentrations: the statistical challenges of verifying ballast water discharge standards
Frazier, Melanie1; Miller, A. Whitman2; Lee, Henry, II1; Reusser, Deborah A.3
发表日期2013-03-01
ISSN1051-0761
卷号23期号:2页码:339-351
英文摘要

Discharge from the ballast tanks of ships is one of the primary vectors of nonindigenous species in marine environments. To mitigate this environmental and economic threat, international, national, and state entities are establishing regulations to limit the concentration of living organisms that may be discharged from the ballast tanks of ships. The proposed discharge standards have ranged from zero detectable organisms to <10 organisms/m(3). If standard sampling methods are used, verifying whether ballast discharge complies with these stringent standards will be challenging due to the inherent stochasticity of sampling. Furthermore, at low concentrations, very large volumes of water must be sampled to find enough organisms to accurately estimate concentration. Despite these challenges, adequate sampling protocols comprise a critical aspect of establishing standards because they help define the actual risk level associated with a standard. A standard that appears very stringent may be effectively lax if it is paired with an inadequate sampling protocol. We describe some of the statistical issues associated with sampling at low concentrations to help regulators understand the uncertainties of sampling as well as to inform the development of sampling protocols that ensure discharge standards are adequately implemented.


英文关键词ballast water discharge;Clean Water Act;IMO;invasive species;NIS;performance standards;Poisson distribution
语种英语
WOS记录号WOS:000316559800007
来源期刊ECOLOGICAL APPLICATIONS
来源机构美国环保署
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/60220
作者单位1.US EPA, Western Ecol Div, Natl Hlth & Environm Effects Res Lab, Off Res & Dev, Newport, OR 97365 USA;
2.Smithsonian Environm Res Ctr, Edgewater, MD 21037 USA;
3.US Geol Survey, Western Fisheries Res Ctr, Newport, OR 97365 USA
推荐引用方式
GB/T 7714
Frazier, Melanie,Miller, A. Whitman,Lee, Henry, II,et al. Counting at low concentrations: the statistical challenges of verifying ballast water discharge standards[J]. 美国环保署,2013,23(2):339-351.
APA Frazier, Melanie,Miller, A. Whitman,Lee, Henry, II,&Reusser, Deborah A..(2013).Counting at low concentrations: the statistical challenges of verifying ballast water discharge standards.ECOLOGICAL APPLICATIONS,23(2),339-351.
MLA Frazier, Melanie,et al."Counting at low concentrations: the statistical challenges of verifying ballast water discharge standards".ECOLOGICAL APPLICATIONS 23.2(2013):339-351.
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