Experimental and modeling study of sorption characteristics of selected PPCPs onto river sediments
YU Mian-zi1, YUAN Xiao1, LI Shi-yu1,2, HU Jia-tang1,2
1. School of Environmental Science and Engineering, Sun Yat-sun University, Guangzhou 510275, China;
2. Guangdong Province Key Laboratory of Environmental Pollution Control and Remediation Technology, Guangzhou 510275, China
A water/sediment interface was roughly simulated in laboratory, and a central composite design was applied to investigate the influence of temperature, pH, organic content, and velocity on the sorption proprotion of five selected PPCPs (caffeine, chloramphenicol, carbamazepine, sulfamethoxazole and triclosan). Based on the experimental data, multiple regression equations were fitted and calibrated to establish favorable sorption models for PPCPs in the river systems. The results showed that the sorption process of caffeine and carbamazepine were exothermic reaction, and the sorption of sulfamethoxazole, chloramphenicol and triclosan were endothermic reaction. The increase of pH inhibited the sorption capacity of sulfamethoxazole and triclosan, but it could promote the sorption of caffeine, while it had little effect on the sorption of chloramphenicol and carbamazepine. The organic content, velocity and initial concentration had consistent effect on the sorption ratio of PPCPs. With the increase of the values of the factors, the sorption ratio of the five PPCPs increased with different degrees. The fitting and calibration results showed that the correlation coefficients between fitted and measured values of PPCPs sorption proportions were both above 0.8. Therefore, within the ranges of concentration of the investigated factors, the multiple regression equations were able to reasonably model and predict the sorption of PPCPs onto rivers sediment.
余绵梓, 袁啸, 李适宇, 胡嘉镗. 典型PPCPs在河流沉积物中的吸附特性[J]. 中国环境科学, 2019, 39(4): 1724-1733.
YU Mian-zi, YUAN Xiao, LI Shi-yu, HU Jia-tang. Experimental and modeling study of sorption characteristics of selected PPCPs onto river sediments. CHINA ENVIRONMENTAL SCIENCECE, 2019, 39(4): 1724-1733.
Daughton C G, Ternes T A. Pharmaceuticals and personal care products in the environment:agents of subtle change?[J]. Environmental Health Perspectives, 1999,107(Suppl 6):907-938.
[2]
Dai G, Wang B, Huang J, et al. Occurrence and source apportionment of pharmaceuticals and personal care products in the Beiyun River of Beijing, China[J]. Chemosphere, 2015,119:1033-1039.
[3]
Foran C M, Bennett E R, Benson W H. Developmental evaluation of a potential non-steroidal estrogen:triclosan[J]. Marine Environment Research., 2000,50(1-5):153-156.
[4]
Lopes C, Persat H, Babut M. Transfer of PCBs from bottom sediment to freshwater river fish:a food-web modelling approach in the Rhône River (France) in support of sediment management.[J]. Ecotoxicology & Environmental Safety, 2012,81:17-26.
[5]
Kemper N. Veterinary antibiotics in the aquatic and terrestrial environment[J]. Ecological Indicators, 2008,8(1):1-13.
[6]
Zhou J, Broodbank N. Sediment-water interactions of pharmaceutical residues in the river environment[J]. Water Research, 2014,48:61-70.
[7]
Maeng S K, Sharma S K, Abel C D T, et al. Role of biodegradation in the removal of pharmaceutically active compounds with different bulk organic matter characteristics through managed aquifer recharge:Batch and column studies[J]. Water Research, 2011,45(16):4722-4736.
[8]
Ying G, Zhao J, Zhou L, et al. Fate and occurrence of pharmaceuticals in the aquatic environment (surface water and sediment[J]. Comprehensive Analytical Chemistry, 2013,(62):453-557.
[9]
Fenet H, Mathieu O, Mahjoub O, et al. Carbamazepine, carbamazepine epoxide and dihydroxycarbamazepine sorption to soil and occurrence in a wastewater reuse site in Tunisia[J]. Chemosphere, 2012,88(1):49-54.
[10]
Karnjanapiboonwong A, Morse A N, Maul J D, et al. Sorption of estrogens, triclosan, and caffeine in a sandy loam and a silt loam soil[J]. Journal of Soils and Sediments, 2010,10(7):1300-1307.
[11]
Lin A Y, Lin C, Tung H, et al. Potential for biodegradation and sorption of acetaminophen, caffeine, propranolol and acebutolol in lab-scale aqueous environments[J]. Journal of Hazardous Materials, 2010,183(1-3):242-250.
[12]
Hajj-Mohamad M, Darwano H, Duy S V, et al. The distribution dynamics and desorption behaviour of mobile pharmaceuticals and caffeine to combined sewer sediments[J]. Water Research, 2017,108:57-67.
[13]
Oecd. Adsorption-Desorption Using a Batch Equilibrium Method[M]. OECD Guideline for the Testing of Chemicals, Paris:Organization for economic Cooperation and Development, 2000:1-44.
[14]
Zhou J, Broodbank N. Sediment-water interactions of pharmaceutical residues in the river environment[J]. Water Res. 2014,48:61-70.
[15]
Ho Y S. Review of Second-Order Models for Adsorption Systems[J]. Journal of Hazardous Materials, 2006,136:681-689.
[16]
Samaraweera M, Jolin W, Vasudevan D, et al. Atomistic prediction of sorption free energies of cationic aromatic amines on montmorillonite:a linear interaction energy method[J]. Rapid Communications in Mass Spectrometry, 1993,7(7):163-166.
[17]
Nguyen T H, Goss K, Ball W P. Polyparameter linear free energy relationships for estimating the equilibrium partition of organic compounds between water and the natural organic matter in soils and sediments[J]. Environmental Science & Technology, 2005,39(4):913-924.
[18]
Franco A, Trapp S. Estimation of the soil-water partition coefficient normalized to organic carbon for ionizable organic chemicals[J]. Environmental Toxicology & Chemistry, 2008,27(10):1995.
[19]
Al-Khazrajy O S A, Boxall A. Impacts of compound properties and sediment characteristics on the sorption behaviour of pharmaceuticals in aquatic systems[J]. Journal of Hazardous Materials, 2016,317:198-209.
[20]
Zhang W, Ding Y, Boyd S A, et al. Sorption and desorption of carbamazepine from water by smectite clays[J]. Chemosphere, 2010, 81(7):954-960.
[21]
Revitt D M, Balogh T, Jones H. Sorption behaviours and transport potentials for selected pharmaceuticals and triclosan in two sterilised soils[J]. Journal of Soils and Sediments, 2015,15(3):594-606.
[22]
Martínez-Hernández V, Meffe R, Herrera S, et al. Sorption/desorption of non-hydrophobic and ionisable pharmaceutical and personal care products from reclaimed water onto/from a natural sediment[J]. Science of The Total Environment, 2014,472:273-281.
[23]
Liao P, Zhan Z, Dai J, et al. Adsorption of tetracycline and chloramphenicol in aqueous solutions by bamboo charcoal:a batch and fixed-bed column study[J]. Chemical Engineering Journal, 2013, 228:496-505.
[24]
余绵梓,袁啸,李适宇,等.咖啡因在河流沉积物中吸附的影响因素及模拟研究[J]. 环境科学学报, 2018,38(2):560-569. Yu M Z, Yuan X, Li S Y, et al. Laboratory and simulation study on the adsorption of caffeine onto river sediments and the influencing factors[J]. Acta Scientiae Circumstantiae, 2018,38(2):560-569.
[25]
Nguyen L M. Organic matter composition, microbial biomass and microbial activity in gravel-bed constructed wetlands treating farm dairy wastewaters[J]. Ecological Engineering, 2000,16(2):199-221.
[26]
Stevenson F J. Humus chemistry:genesis, composition, reactions.[J]. Soil Science, 1994,135(2):129-130.
[27]
Gaullier C, Dousset S, Billet D, et al. Is pesticide sorption by constructed wetland sediments governed by water level and water dynamics?[J]. Environmental Science and Pollution Research, 2017, 25(4):1-12.
[28]
王华,逄勇.藻类生长的水动力学因素影响与数值仿真[J]. 环境科学, 2008,29(4):884-889. Wang H, Pang Y. Numerical simulation on hydrodynamic character for algae growth[J]. Environmental Science, 2008,29(4):884-889.
[29]
Zeng G, Zhang C, Huang G, et al. Adsorption behavior of bisphenol A on sediments in Xiangjiang River, Central-south China[J]. Chemosphere, 2006,65(9):1490-1499.
[30]
Cheng D, Liu X, Wang L, et al. Seasonal variation and sediment-water exchange of antibiotics in a shallower large lake in North China[J]. Science of The Total Environment, 2014,476-477:266-275.
[31]
Wang C, Li H, Liao S, et al. Coadsorption, desorption hysteresis and sorption thermodynamics of sulfamethoxazole and carbamazepine on graphene oxide and graphite[J]. Carbon, 2013,65:243-251.
[32]
茶丽娟.卡马西平在云南典型土壤上的吸附研究[D]. 昆明:昆明理工大学, 2012. Cha M J. Sorption of carbamazepine in yunnan soils[D]. Kunming:Kunming University of Science and Technology, 2012.
[33]
王凯,李侃竹,周亦圆,等.河流沉积物对典型PPCPs的吸附特性及其影响因素[J]. 环境科学, 2015,36(3):847-854. Wang K, Li K Z, Zhou Y Y, et al. Adsorption characteristics of typical PPCPs onto river dediments and its influencing factors[J]. Environmental Science, 2015,36(3):847-854.
[34]
Xu J, Wu L, Chang A C. Degradation and adsorption of selected pharmaceuticals and personal care products (PPCPs) in agricultural soils[J]. Chemosphere, 2009,77(10):1299-1305.
[35]
Hebig K H, Groza L G, Sabourin M J, et al. Transport behavior of the pharmaceutical compounds carbamazepine, sulfamethoxazole, gemfibrozil, ibuprofen, and naproxen, and the lifestyle drug caffeine, in saturated laboratory columns[J]. Science of The Total Environment, 2017,590-591:708-719.
[36]
Kay P, Blackwell P A, Boxall A B. Column studies to investigate the fate of veterinary antibiotics in clay soils following slurry application to agricultural land[J]. Chemosphere, 2005,60(4):497-507.
[37]
Fairbairn D J, Karpuzcu M E, Arnold W A, et al. Sediment-water distribution of contaminants of emerging concern in a mixed use watershed[J]. Science of the Total Environment, 2015,505:896-904.
[38]
Schaffer M, Boxberger N, Börnick H, et al. Sorption influenced transport of ionizable pharmaceuticals onto a natural sandy aquifer sediment at different pH[J]. Chemosphere, 2012,87(5):513-520.
[39]
王磊,应蓉蓉,石佳奇,等.土壤矿物对有机质的吸附与固定机制研究进展[J]. 土壤学报, 2017,54(4):805-818. Wang L, Ying R R, Shi J Q, et al. Advancement in study on adsorption of organic matter on soil minerals and its mechanism[J]. Acta Pedologica Sinica. 2017,54(4):805-818.
[40]
鲍艳宇,周启星,万莹,等.土壤有机质对土霉素在土壤中吸附-解吸的影响[J]. 中国环境科学, 2009,29(6):651-655. Bao Y Y, Zhou Q X, Wang Y, et al. Effect of soil organic matter on adsorption and desorption of oxytetracycline in soils[J]. China Environmental Science, 2009,29(6):651-655.
[41]
Yamamoto H, Nakamura Y, Moriguchi S, et al. Persistence and partitioning of eight selected pharmaceuticals in the aquatic environment:Laboratory photolysis, biodegradation, and sorption experiments[J]. Water Research, 2009,43(2):351-362.
[42]
Ahmed M B, Zhou J L, Ngo H H, et al. Chloramphenicol interaction with functionalized biochar in water:sorptive mechanism, molecular imprinting effect and repeatable application[J]. Science of The Total Environment, 2017,609:885-895.
[43]
王鹏,冯燕,蔡赟杰.水动力条件对太湖底泥吸附苯胺性能的影响[J]. 环境科学与技术, 2013,36(5):117-123. Wang P, Feng Y, Cai Y J. Aniline adsorption properties on taihu lake sediment under different hydrodynamic conditions[J]. Environmental Science & Technology, 2013,36(5):117-123.
[44]
Arulsudar N, Subramanian N, Muthy R S. Comparison of artificial neural network and multiple linear regression in the optimization of formulation parameters of leuprolide acetate loaded liposomes[J]. Journal of Pharmacy Sciences, 2005,8(2):243-258.
[45]
Radke M, Lauwigi C, Heinkele G, et al. Fate of the antibiotic sulfamethoxazole and its two major human metabolites in a water sediment test[J]. Environmental Science & Technology, 2009,43(9):3135-3141.
[46]
He Y, Xu J, Wang H, et al. Detailed sorption isotherms of pentachlorophenol on soils and its correlation with soil properties[J]. Environmental Research. 2006,101(3):362-372.
