Development and use of interspecies correlation estimation models in China for potential application in water quality criteria

被引:48
作者
Wang, Xiaonan [1 ]
Fan, Bo [1 ,2 ]
Fan, Ming [3 ]
Belanger, Scott [3 ]
Li, Ji [1 ]
Chen, Jin [1 ]
Gao, Xiangyun [1 ]
Liu, Zhengtao [1 ]
机构
[1] Chinese Res Inst Environm Sci, State Key Lab Environm Criteria & Risk Assessment, State Environm Protect Key Lab Ecol Effect & Risk, Beijing 100012, Peoples R China
[2] Nanchang Univ, Minist Educ, Key Lab Poyang Lake Environm & Resource Utilizat, Nanchang 330047, Jiangxi, Peoples R China
[3] Procter & Gamble Co, Global Prod Stewardship, 8700 Mason Montgomery Rd, Mason, OH 45040 USA
基金
中国国家自然科学基金;
关键词
Interspecies correlation estimations; Water quality criteria; Ecological risk assessment; Aquatic species; SPECIES SENSITIVITY DISTRIBUTIONS; AQUATIC LIFE CRITERIA; ECOLOGICAL RISK-ASSESSMENT; PRACTICAL APPLICATION; TOXICITY; PROTECTION; DERIVATION; SELECTION;
D O I
10.1016/j.chemosphere.2019.124848
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Establishment of numerical water quality criteria (WQC) has brought increasing interest in China. However, toxicity data to develop robust WQC values (number of toxicity data >= 8) of contaminants based solely on endemic and indigenous species are insufficient. In this study, interspecies correlation estimation (ICE) models were developed using a combination of North American ICE models supplemented with China-specific species to resolve this problem. A total of 207 significant surrogate-predicted models (p < 0.05, F-test) were derived: 119, 66 and 22 models for vertebrates, invertebrates and plant surrogate species, respectively. Model cross-validation success rate (>= 80%), mean square error (MSE, <= 0.54), R-2 (>= 0.78) and taxonomic distance (<= 4, within the same class) were selected as guiding criteria to screen the resulted ICE models. The differences of 5th percentile hazard concentrations (HC5s) for 6 chemicals (2,4-dichlorophenol, triclosan, tetrabromobisphenol A, nitrobenzene, perfluorooctane sulfonate and octabromodiphenyl ether) calculated from ICE-based and measured toxicity-based SSDs were within 3-fold among models. Although the number of derived ICE models was not comprehensive and continues to be improved, they can already be used in the development of WQC targeting protection of aquatic life and environmental risk assessments for chemicals lacking toxicity data. (C) 2019 Elsevier Ltd. All rights reserved.
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页数:8
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