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开发一个回归模型来预测铜对大型溞的毒性和干旱景观中多个地表水排水系统的特定地点铜标准。

Development of a regression model to predict copper toxicity to Daphnia magna and site-specific copper criteria across multiple surface-water drainages in an arid landscape.

机构信息

ARCADIS US, Lakewood, Colorado, USA.

出版信息

Environ Toxicol Chem. 2014 Aug;33(8):1865-73. doi: 10.1002/etc.2631. Epub 2014 Jun 27.

DOI:10.1002/etc.2631
PMID:24796294
Abstract

The water effect ratio (WER) procedure developed by the US Environmental Protection Agency is commonly used to derive site-specific criteria for point-source metal discharges into perennial waters. However, experience is limited with this method in the ephemeral and intermittent systems typical of arid climates. The present study presents a regression model to develop WER-based site-specific criteria for a network of ephemeral and intermittent streams influenced by nonpoint sources of Cu in the southwestern United States. Acute (48-h) Cu toxicity tests were performed concurrently with Daphnia magna in site water samples and hardness-matched laboratory waters. Median effect concentrations (EC50s) for Cu in site water samples (n=17) varied by more than 12-fold, and the range of calculated WER values was similar. Statistically significant (α=0.05) univariate predictors of site-specific Cu toxicity included (in sequence of decreasing significance) dissolved organic carbon (DOC), hardness/alkalinity ratio, alkalinity, K, and total dissolved solids. A multiple-regression model developed from a combination of DOC and alkalinity explained 85% of the toxicity variability in site water samples, providing a strong predictive tool that can be used in the WER framework when site-specific criteria values are derived. The biotic ligand model (BLM) underpredicted toxicity in site waters by more than 2-fold. Adjustments to the default BLM parameters improved the model's performance but did not provide a better predictive tool compared with the regression model developed from DOC and alkalinity.

摘要

美国环境保护署开发的水效应比(WER)程序通常用于为常年水域中的点源金属排放制定特定地点的标准。然而,在干旱气候条件下典型的短暂和间歇系统中,这种方法的经验有限。本研究提出了一种回归模型,用于为美国西南部受非点源 Cu 影响的短暂和间歇溪流网络制定基于 WER 的特定地点标准。急性(48 小时)Cu 毒性测试与杜氏盐藻同时在现场水样和硬度匹配的实验室水中进行。现场水样(n=17)中 Cu 的中位效应浓度(EC50)变化超过 12 倍,计算的 WER 值范围相似。Cu 毒性的单变量显著(α=0.05)预测因子包括(按降序排列)溶解有机碳(DOC)、硬度/碱度比、碱度、K 和总溶解固体。由 DOC 和碱度组合开发的多元回归模型解释了现场水样中 85%的毒性变异性,提供了一个强大的预测工具,可在特定地点标准值推导时用于 WER 框架。生物配体模型(BLM)对现场水样的毒性预测低了 2 倍以上。对默认 BLM 参数的调整提高了模型的性能,但与基于 DOC 和碱度开发的回归模型相比,并没有提供更好的预测工具。

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