Evaluation on leachability of heavy metals from tailings: risk factor identification and cumulative influence

被引:5
|
作者
Zhang, Fengjiao [1 ]
Li, Chunping [2 ]
Shi, Yao [1 ]
Meng, Lingkun [1 ]
Zan, Feixiang [1 ]
Wu, Xiaohui [1 ]
Wang, Linling [1 ]
Sheng, Anxu [1 ]
Crittenden, John C. [3 ]
Chen, Jing [1 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Environm Sci & Engn, 1037 Luoyu Rd, Wuhan 430074, Peoples R China
[2] Zhejiang Hong Shi Environm Protect Co Ltd, Shanghua Rd, Lanxi 321100, Peoples R China
[3] Georgia Inst Technol, Brook Byers Inst Sustainable Syst, Sch Civil & Environm Engn, Atlanta, GA 30332 USA
基金
中国国家自然科学基金;
关键词
Cumulative influence; Heavy metal; Leachability; Multivariate factors; Tailings; ACID-RAIN; PRECIPITATION; CHINA; TEMPERATURE; MOLYBDENUM; SOILS;
D O I
10.1007/s11356-023-26933-2
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The leachability of heavy metals (HMs) in tailings is significantly affected by multivariate factors associated with environmental conditions. However, the leaching patterns of HMs in molybdenum (Mo) tailings due to environmental change and cumulative influences of multi-leaching factors remain unclear. The leaching behaviors of HMs in Mo tailings were studied through static leaching tests. The key leaching factors were discussed via simulating acid rain leaching scenario in terms of global and local environmental conditions. The potential risk factors were identified, and their cumulative influences on the leachability of HMs were evaluated with boosted regression trees (BRT) and generalized additive model (GAM) analyses. Environmental factors showed interactive effects on the leachability of HMs in tailings. The leachability of HMs in tailings decreased significantly with the interaction of increasing liquid/solid (L/S) ratio and pH. Rebound of leachability was observed with high L/S ratio (> 60) and long-time leaching (> 30 h). L/S ratio and pH were the most sensitive factors to the leachability of HMs with the corresponding contribution of 40.8% and 27.1%, respectively, followed by leaching time and temperature (similar to 16%). The total contribution of global climate-associated factors, i.e., L/S ratio, leaching time, and temperature to the leachability of HMs was up to 70%, while leachate pH shared the other 30%. With the increase of persistent heavy rain in summer globally, As and Cd were found to having higher leaching risks than the other HMs in tailings, although an obvious decrease in their leachability was obtained due to the improvement of acid rain pollution in China. The study provides a valuable method for the identification of potential risk factors and their associations with the leaching behaviors of HMs in tailings under the background of obvious improvement on acid rain pollution in China and global climate change.
引用
收藏
页码:64565 / 64575
页数:11
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