Novel insights into source apportionment of dissolved organic matter in aquifer affected by anthropogenic groundwater recharge: Applicability of end-member mixing analysis based optical indices

被引:13
作者
Cao, Xu [1 ]
He, Wei [1 ,2 ]
Fan, Mengqing [1 ]
He, Wei [1 ,2 ]
Shi, Yuanyuan [2 ]
An, Tongyan [2 ]
Chen, Xiaorui [1 ]
Zhang, Zhanhao [1 ]
Liu, Fei [1 ]
Zhao, Yi [1 ]
Zhou, Pengpeng [1 ]
Chen, Cuibai [1 ]
He, Jiangtao [1 ]
机构
[1] China Univ Geosci Beijing, Key Lab Groundwater Circulat & Environm Evolut, Minist Educ, Beijing 100083, Peoples R China
[2] Beijing Municipal Res Inst Ecoenvironm Protect, Beijing 100037, Peoples R China
基金
中国国家自然科学基金;
关键词
Dissolved organic matter; Anthropogenic groundwater recharge (AGR); End -member mixing analysis (EMMA); Optical indices; RECLAIMED WATER; CHAOBAI RIVER; SPECTROSCOPIC INDEXES; AQUATIC ENVIRONMENTS; HUAI RIVER; FLUORESCENCE; ISOTOPE; NITRATE; IDENTIFICATION; TRACKING;
D O I
10.1016/j.scitotenv.2022.160885
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The composition and main sources of dissolved organic matter (DOM) in groundwater may change significantly under long-term anthropogenic groundwater recharge (AGR); however, the impact of AGR on quantitative sources of groundwater DOM has seldom been reported. This study evaluated the applicability of optical indices combined with mixing stable isotope analysis in R (MixSIAR) in end-member mixing analysis (EMMA) of groundwater DOM. Fluorescent indices, including C1%, C2%, and C3%, were more sensitive to AGR than other absorbance indices, as indicated by the significant difference between the dominant area of artificial groundwater recharged by surface water and the dominant area of natural groundwater recharged by atmospheric precipitation (NGRP). BIX-C1% was selected as the optimal dual index after the screening protocol of groundwater DOM for EMMA. Our results showed that DOM in the aquifer was mainly subject to autochthonous DOM and the contribution of background groundwater to AGRSW and NGRP groundwater accounted for 36.15% +/- 32.41% and 55.46% +/- 37.17% (p < 0.05), respectively. Therefore, AGR significantly changed the native DOM in the groundwater. In allochthonous sources of DOM, sewage and surface water contributed 29.54% +/- 24.87% and 21.32% +/- 28.08%, and 24.79% +/- 15.56% and 15.21% +/- 14.20% to AGRSW and NGRP groundwater, respectively. The contribution of surface water to AGRSW groundwater was significantly higher than that to NGRP groundwater (p < 0.05), indicating that AGR introduced significantly more DOM from surface water to groundwater. This study provides novel insights into the quantitative source apportionment of DOM in groundwater under long-term AGR, which will facilitate the environmental risk assessment of present AGR measures and the sustainable management of clean water.
引用
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页数:11
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共 65 条
[1]   Source tracking of dissolved organic nitrogen at the molecular level during storm events in an agricultural watershed [J].
Begum, Most Shirina ;
Lee, Mi-Hee ;
Park, Tae Jun ;
Lee, Seung Yoon ;
Shin, Kyung-Hoon ;
Shin, Hyun-Sang ;
Chen, Meilian ;
Hur, Jin .
SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 810
[2]   Impacts of anthropogenic groundwater recharge (AGR) on nitrate dynamics in a phreatic aquifer revealed by hydrochemical and isotopic technologies [J].
Cao, Xu ;
Shi, Yuanyuan ;
He, Wei ;
An, Tongyan ;
Chen, Xiaorui ;
Zhang, Zhanhao ;
Liu, Fei ;
Zhao, Yi ;
Zhou, Pengpeng ;
Chen, Cuibai ;
He, Jiangtao ;
He, Wei .
SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 839
[3]   Comparative study of dissolved organic matter from groundwater and surface water in the Florida coastal Everglades using multi-dimensional spectrofluorometry combined with multivariate statistics [J].
Chen, Meilian ;
Price, Rene M. ;
Yamashita, Youhei ;
Jaffe, Rudolf .
APPLIED GEOCHEMISTRY, 2010, 25 (06) :872-880
[4]   Tracking the evolution of particulate organic matter sources during summer storm events via end-member mixing analysis based on spectroscopic proxies [J].
Derrien, Morgane ;
Lee, Mi-Hee ;
Choi, Kwangsoon ;
Lee, Kwang-Sik ;
Hur, Jin .
CHEMOSPHERE, 2020, 252 (252)
[5]   Assessment on applicability of common source tracking tools for particulate organic matter in controlled end member mixing experiments [J].
Derrien, Morgane ;
Shin, Kyung-Hoon ;
Hur, Jin .
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 666 :187-196
[6]   Estimation of different source contributions to sediment organic matter in an agricultural-forested watershed using end member mixing analyses based on stable isotope ratios and fluorescence spectroscopy [J].
Derrien, Morgane ;
Kim, Min-Seob ;
Ock, Giyoung ;
Hong, Seongjin ;
Cho, Jinwoo ;
Shin, Kyung-Hoon ;
Hur, Jin .
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 618 :569-578
[7]   Lipid biomarkers and spectroscopic indices for identifying organic matter sources in aquatic environments: A review [J].
Derrien, Morgane ;
Yang, Liyang ;
Hur, Jin .
WATER RESEARCH, 2017, 112 :58-71
[8]   Distributions and interactions of dissolved organic matter and heavy metals in shallow groundwater in Guanzhong basin of China [J].
Dong, Lu ;
Zhang, Jian ;
Guo, Zizhang ;
Li, Ming ;
Wu, Haiming .
ENVIRONMENTAL RESEARCH, 2022, 207
[9]   Evolution of dissolved organic matter during artificial groundwater recharge with effluent from underutilized WWTP and the resulting facilitated transport effect [J].
Fan, Wei ;
Guo, Tiantian ;
Gao, Sili ;
Lu, Ying ;
Meng, Yanli ;
Huo, Mingxin .
ENVIRONMENTAL RESEARCH, 2021, 193
[10]   Source, biogeochemical cycling, and fluorescence characteristics of dissolved organic matter in an agro-urban estuary [J].
Fellman, Jason B. ;
Petrone, Kevin C. ;
Grierson, Pauline F. .
LIMNOLOGY AND OCEANOGRAPHY, 2011, 56 (01) :243-256