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Contaminant biomonitoring programs in the GreatLakes region: Review of approaches and criticalfactors

机译:大湖地区的污染生物监测计划:方法和关键因素的回顾

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摘要

Since the 1970s, several formal biomonitoring programs have been initiated to monitor temporal and spatialtrends of persistent, bioaccumulative, and (or) toxic chemicals (PBTs) in the Great Lakes. Researchers have used a varietyof approaches to deal with common issues that arise in these programs and there is considerable debate in the literature asto the most appropriate methods to use. Here, we critically review factors of importance in biomonitoring programs andcommon methods used for dealing with them under three main categories: organism-specific factors (lipid, age, size, sex,growth and bioenergetics, diet, and chemical biotransformation), study design (choice of tissue type, compositing, replicationand length of monitoring program, sampling frequency, selection of contaminants to include in monitoring programs, anduse of specimen banks for retrospective studies), and data analysis (accounting for changes in analytical methodology, treatmentof censored data, assessment of compound classes, comparison of empirical models, mechanistic models, and spatialassessments). We use data from the literature as well as longterm measurements of polychlorinated biphenyls (PCBs) in laketrout (Salvelinus namaycush) collected in Lake Ontario as part of monitoring programs run by Environment Canada, the OntarioMinistry of the Environment, and the United States Environmental Protection Agency to illustrate these factors. Wefind that, in general, there are several defensible methods, ranging from simple to complex, to deal with the issues consideredhere, with each having specific advantages and disadvantages. The optimal approach depends largely on the programobjectives, particularly if the results are meant for the public (understandable without a scientific background) or for researchpurposes (balance between complexity versus simplicity). Given that data analysis typically requires fewer resourcescompared to other aspects of monitoring programs, it may be feasible to use more than one data analysis approach to increasecredibility of the results and to improve comparability of data among studies. The importance of conducting preliminarysurveys and (or) pilot studies and regular review of ongoing programs (e.g., through a power analysis) is emphasized.
机译:自1970年代以来,已经启动了几个正式的生物监测计划,以监测大湖地区持久性,生物蓄积性和(或)有毒化学品(PBT)的时空趋势。研究人员已使用多种方法来处理这些程序中出现的常见问题,并且文献中对于使用哪种最合适的方法也有很多争论。在这里,我们严格地审查了生物监测计划中的重要因素以及用于处理它们的常用方法,主要分为以下三类:特定于生物的因素(脂质,年龄,大小,性别,生长和生物能,饮食和化学生物转化),研究设计(组织类型的选择,监测程序的合成,复制和长度,采样频率,监测程序中要包括的污染物的选择以及用于回顾性研究的标本库的使用和数据分析(考虑分析方法的变化,检查数据的处理,评估复合类,经验模型,机械模型和空间评估的比较)。我们使用文献数据以及安大略湖中收集的鳟鱼(Salvelinus namaycush)中的多氯联苯(PCB)的长期测量作为加拿大环境部,安大略省环境部和美国环境保护局实施的监测计划的一部分说明这些因素。我们认为,通常有几种可辩护的方法(从简单到复杂)可以解决此处考虑的问题,每种方法都有其特定的优点和缺点。最佳方法在很大程度上取决于程序目标,尤其是如果结果是面向公众(没有科学背景的情况下可以理解)或出于研究目的(复杂性与简单性之间的平衡)而言。与监控程序的其他方面相比,鉴于数据分析通常需要较少的资源,因此可以使用一种以上的数据分析方法来提高结果的可信度并提高研究之间数据的可比性。强调了进行初步调查和(或)试点研究以及定期审查进行中计划的重要性(例如,通过权力分析)。

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