School of Karst Science, Guizhou Normal University/State Engineering Technology Institute for Karst Desertification Control, Guiyang, Guizhou, China.
College of Resources and Environmental Engineering, Guizhou University, Guiyang, China.
PLoS One. 2024 Aug 23;19(8):e0309142. doi: 10.1371/journal.pone.0309142. eCollection 2024.
Studying the apportionment of source-specific health risks and control factors for heavy metal pollution in karst regions is crucial for prevention and management. A typical karst basin was chosen in this study to investigate the pollution characteristics of heavy metals, source-specific health risks, and control factors. The results indicate that during the rainy season, As, Cd, and Pb, as well as As during the dry season, were the primary elements responsible for water pollution in the watershed. Comparative analyses showed that the absolute principal component-multiple linear regression (APCS-MLR) model better identifies and quantifies the sources of heavy metals in karst basin waters. The analysis of health risks revealed that during the dry season, heavy metals in the basin posed a moderate cancer risk to adults (10-4 < total cancer risk (TCR) < 10-3), whereas during the rainy season, these heavy metals posed a non-cancer risk (total hazard index (THI) > 1) and a moderate to high cancer risk (10-4 < TCR < 10-2). The APCS-MLR model combined with the health risk analysis showed that Industrial waste discharge sources are the main contributors to the health of basin residents (29.39%-52.57%), making dry season As a non-cancer risk for basin residents, as well as rainy season As and Cd a non-cancer risk and a high cancer risk for basin residents. Therefore, reasonable planning for upstream industrial production should be developed, and priority should be given to monitoring and treating As and Cd pollution in water. Analyses also showed that input pathways, dilution effects, and hydrochemical characteristics may influence the spatial and temporal variability of heavy metals in the basin. The results provide essential information and significant reference for prioritising and managing the health risks associated with heavy metal pollution in water bodies in karst areas.
研究喀斯特地区重金属污染的来源特定健康风险和控制因素的分配对于预防和管理至关重要。本研究选择了一个典型的喀斯特流域,以调查重金属的污染特征、来源特定的健康风险和控制因素。结果表明,在雨季,As、Cd 和 Pb 以及旱季的 As 是流域水污染的主要元素。比较分析表明,绝对主成分-多元线性回归(APCS-MLR)模型更好地识别和量化了喀斯特流域水中重金属的来源。健康风险分析表明,旱季流域重金属对成年人(10-4 < 总癌症风险 (TCR) < 10-3)构成中度癌症风险,而雨季这些重金属构成非癌症风险(总危害指数 (THI) > 1)和中度至高度癌症风险(10-4 < TCR < 10-2)。APCS-MLR 模型结合健康风险分析表明,工业废水排放源是流域居民健康的主要贡献者(29.39%-52.57%),使旱季 As 对流域居民构成非癌症风险,以及雨季 As 和 Cd 对流域居民构成非癌症风险和高癌症风险。因此,应制定上游工业生产的合理规划,优先监测和处理水中的 As 和 Cd 污染。分析还表明,输入途径、稀释效应和水化学特征可能会影响流域重金属的时空变异性。研究结果为优先管理喀斯特地区水体重金属污染相关的健康风险提供了重要信息和参考依据。