Abstract
The ecology and environment of the Yellow River Basin is threatened by fluoride and nitrate contamination induced by anthropogenic activity and geogenic factors. As a result, deciphering the spatio-temporal variability of fluoride and nitrate contamination in this area remains a challenge. Three hundred eighty-six samples of surface water and groundwater from the Inner Mongolia Reaches of the Yellow River Basin were taken for this investigation. According to the results of the multivariate statistical and geostatistical analyses, the fluoride pollution was primarily discovered in the middle and lower reaches of the study area and was determined to be more severe during the dry season. In contrast, nitrate contamination was found to be more severe during the wet season while being widely distributed in groundwater and concentrated in areas with intensive agricultural activities. The primary mechanisms governing the spatial-seasonal patterns of NO3− and F− pollution were shown by the principal component analysis, isotopic, and hydrochemical diagrams. The water-rock interaction or evaporation was crucial in the enrichment of F−. The human inputs (e.g., fertilizer or sewage) dominated fluoride and nitrate contamination. Additionally, the alkaline environment played a role in the generation of NO3− and F−. The health risk assessment concluded that the threat of fluoride contamination was greater than that of nitrate contamination. Children faced the greatest health risks, followed by females and males. These findings would serve as a guide for water management and pollution control in the Yellow River Basin.
Graphical abstract
Similar content being viewed by others
Data availability
Data will be made available on request.
References
Adimalla N (2020) Spatial distribution, exposure, and potential health risk assessment from nitrate in drinking water from semi-arid region of South India. Hum Ecol Risk Assess 26:310–334. https://doi.org/10.1080/10807039.2018.1508329
Adimalla N, Qian H (2021) Groundwater chemistry, distribution and potential health risk appraisal of nitrate enriched groundwater: a case study from the semi-urban region of South India. Ecotoxicol Environ Saf 207:111277. https://doi.org/10.1016/j.ecoenv.2020.111277
Alfy M, Lashin A, Abdalla F, Al-Bassam A (2017) Assessing the hydrogeochemical processes affecting groundwater pollution in arid areas using an integration of geochemical equilibrium and multivariate statistical techniques. Environ Pollut 229:760–770. https://doi.org/10.1016/j.envpol.2017.05.052
Brindha K, Jagadeshan G, Kalpana L, Elango L (2016) Fluoride in weathered rock aquifers of southern India: managed aquifer recharge for mitigation. Environ Sci Pollut Res 23:8302–8316. https://doi.org/10.1007/s11356-016-6069-7
Chen J, Wu H, Qian H, Gao Y (2016) Assessing nitrate and fluoride contaminants in drinking water and their health risk of rural residents living in a semiarid region of northwest China. Expo Health 9:183–185. https://doi.org/10.1007/s12403-016-0231-9
Chen L, Zhang A (2022) Evaluation and influencing factors of water resources and social economy in the Yellow River Basin. Water Resour Prot 39(2):1–8 (in Chinese). https://doi.org/10.3880/j.issn.10046933.2023.02.001
Cherukumilli K, Delaire C, Amrose S, Gadgil AJ (2017) Factors governing the performance of bauxite for fluoride remediation of groundwater. Environ Sci Technol 51:2321–2328. https://doi.org/10.1021/acs.est.6b04601
Craig H (1961) Isotopic variation in meteoric waters. Science 133(3465):1702–1703. https://doi.org/10.1126/science.133.3465.1702
Dragon K (2006) Application of factor analysis to study contamination of a semi-confined aquifer (Wielkopolska Buried Valley aquifer, Poland). J Hydrol 331:272–279. https://doi.org/10.1016/j.jhydrol.2006.05.032
Frommen T, Groeschke M, Nölscher M, Koeniger P, Schneider M (2021) Anthropogenic and geogenic influences on peri-urban aquifers in semi-arid regions: insights from a case study in Northeast Jaipur, Rajasthan, India. Hydrogeol J 29:1261–1278. https://doi.org/10.1007/s10040-021-02301-7
Fu C, Li X, Ma J, Liu L, Gao M, Bai Z (2018) A hydrochemistry and multi-isotopic study of groundwater origin and hydrochemical evolution in the middle reaches of the Kuye River basin. Appl Geochem 98:82–93. https://doi.org/10.1016/j.apgeochem.2018.08.030
GAQS (2017) Standards for Groundwater Quality (GB/T 14848-2017). Standards Press of China Beijing
Guo H, Zhang Y, Xing L, Jia Y (2012) Spatial variation in arsenic and fluoride concentrations of shallow groundwater from the town of Shahai in the Hetao basin, Inner Mongolia. Appl Geochem 27(11):2187–2196. https://doi.org/10.1016/j.apgeochem.2012.01.016
Hossain M, Patra PK (2020) Contamination zoning and health risk assessment of trace elements in groundwater through geostatistical modelling. Ecotoxicol Environ Saf 189:110038. https://doi.org/10.1016/j.ecoenv.2019.110038
Jia Y, Xi B, Jiang Y, Guo H, Yang Y, Lian X, Han S (2018) Distribution, formation and human-induced evolution of geogenic contaminated groundwater in China: a review. Sci Total Environ 643:967–993. https://doi.org/10.1016/j.scitotenv.2018.06.201
Ke T, Zhang D, Guo H, Xiu W, Zhao Y (2022) Geogenic arsenic and arsenotrophic microbiome in groundwater from the Hetao Basin. Sci Total Environ 852:158549. https://doi.org/10.1016/j.scitotenv.2022.158549
Kim SH, Kim HR, Yu S, Kang HJ, Hyun IH, Song YC, Kim H, Yun S (2021) Shift of nitrate sources in groundwater due to intensive livestock farming on Jeju Island, South Korea: with emphasis on legacy effects on water management. Water Res 191:116814. https://doi.org/10.1016/j.watres.2021.116814
Li P (2016) Groundwater quality in western China: challenges and paths forward for groundwater quality research in Western China. Expo Health 8:305–310. https://doi.org/10.1007/s12403-016-0210-1
Li P, Feng W, Xue C, Tian R, Wang S (2017a) Spatiotemporal variability of contaminants in lake water and their risks to human health: a case study of the Shahu Lake tourist area, northwest China. Expo Health 9:213–225. https://doi.org/10.1007/s12403-016-0237-3
Li Y, Yu C, Zhao B, Chen D, Ye H, Nagel C, Shao W, Oelmann Y, Neidhardt H, Guo H (2022a) Spatial variation in dissolved phosphorus and interactions with arsenic in response to changing redox conditions in floodplain aquifers of the Hetao Basin, Inner Mongolia. Water Res 209:117930. https://doi.org/10.1016/j.watres.2021.117930
Li Z, Cao W, Wang Z, Li J, Ren Y (2022b) hydrochemical characterization and irrigation suitability analysis of shallow groundwater in Hetao irrigation district, Inner Mongolia. Geosci 36(2):418–426
Li Z, Coles A, Xiao J (2019) Groundwater and streamflow sources in China's Loess Plateau on catchment scale. Catena 181:104075. https://doi.org/10.1016/j.catena.2019.104075
Li Z, Lin X, Coles A, Chen X (2017b) Catchment-scale surface water-groundwater connectivity on China's Loess Plateau. Catena 152:268–276. https://doi.org/10.1016/j.catena.2017.01.026
Liao F, Wang G, Yang N, Shi Z, Li B, Chen X (2022) Groundwater Discharge Tracing for a Large Ice-Covered Lake in the Tibetan Plateau: Integrated Satellite Remote Sensing Data, Chemical Components and Isotopes (D, 18O, and 222Rn). J Hydrol 609:127741. https://doi.org/10.1016/j.jhydrol.2022.127741
Liu F, Song X, Yang L, Han D, Zhang Y, Ma Y, Bu H (2015) The role of anthropogenic and natural factors in shaping the geochemical evolution of groundwater in the Subei Lake basin, Ordos energy base, Northwestern China. Sci Total Environ 538:327–340. https://doi.org/10.1016/j.scitotenv.2015.08.057
Ma L, Liu T, Ma L, Duan J (2014) Contributions from climate change and human activities to runoff variations of typical tributaries within Inner Mongolia Section of Yellow River Basin. Water Rersour Hydropower Eng 45(11):18–23
Mao H, Wang G, Rao Z, Liao F, Shi Z, Huang X, Chen X, Yang Y (2021) Deciphering spatial pattern of groundwater chemistry and nitrogen pollution in Poyang Lake Basin (eastern China) using self-organizing map and multivariate statistics. J Clean Prod 129697. https://doi.org/10.1016/j.jclepro.2021.129697
Nikolenko O, Jurado A, Borges A, Knöller K, Brouyère S (2018) Isotopic composition of nitrogen species in groundwater under agricultural areas: a review. Sci Total Environ 621:1415–1432. https://doi.org/10.1016/j.scitotenv.2017.10.086
Olaka LA, Wilke FD, Olago DO, Odada EO, Mulch A, Musolff A (2016) Groundwater fluoride enrichment in an active rift setting: Central Kenya Rift case study. Sci Total Environ 545:641–653. https://doi.org/10.1016/j.scitotenv.2015.11.161
Qu S, Duan L, Shi Z, Mao H, Wang G, Liu T, Yu R, Peng X (2022a) Identifying the spatial pattern, driving factors and potential human health risks of nitrate and fluoride enriched groundwater of Ordos Basin, Northwest China. J Clean Prod 376:134289. https://doi.org/10.1016/j.jclepro.2022.134289
Qu S, Liang X, Liao F, Mao H, Xiao B, Duan L, Shi Z, Wang G, Yu R (2022b) Geochemical fingerprint and spatial pattern of mine water quality in the Shaanxi-Inner Mongolia Coal Mine Base, Northwest China. Sci Total Environ 854:158812. https://doi.org/10.1016/j.scitotenv.2022.158812
Qu S, Shi Z, Wang G, Han J (2020) Application of multiple approaches to investigate hydraulic connection in multiple aquifers system in coalfield. J Hydrol 595:125673. https://doi.org/10.1016/j.jhydrol.2020.125673
Qu S, Shi ZM, Liang XY, Wang GC, Han JQ (2021) Multiple factors control groundwater chemistry and quality of multi-layer groundwater system in Northwest China coalfield—using self-organizing maps (SOM). J Geochem Explor 227:106795. https://doi.org/10.1016/j.gexplo.2021.106795
Ren X, Yu R, Kang J, Lv C, Wang R, Li Y, Zhang Z (2022) Water pollution characteristics and influencing factors of closed lake in a semiarid area: a case study of Daihai Lake, China. Environ Earth Sci 81:393. https://doi.org/10.1007/s12665-022-10526-2
Sarwade DV, Nandakumar MV, Kesari MP, Mondal NC, Singh VS, Singh B (2007) Evaluation of sea water ingress into an Indian atoll. Environ Geol 52:1475–1483. https://doi.org/10.1007/s00254-006-0592-7
Su CL, Wang YX, Xie XJ, Li JX (2013) Aqueous geochemistry of high-fluoride groundwater in datong basin, northern China. J Geochem Explor 135:79–92. https://doi.org/10.1016/j.gexplo.2012.09.003
Su H, Wang J, Liu J (2019) Geochemical factors controlling the occurrence of high-fluoride groundwater in the western region of the Ordos basin, northwestern China. Environ Pollut 252:1154–1162. https://doi.org/10.1016/j.envpol.2019.06.046
Torres-Martínez J, Mora A, Mahlknecht J, Daesslé L, Cervantes-Avilés P, Ledesma-Ruiz R (2020) Estimation of nitrate pollution sources and transformations in groundwater of an intensive livestock-agricultural area (Comarca Lagunera), combining major ions, stable isotopes and MixSIAR model. Environ Pollut 269:115445. https://doi.org/10.1016/j.envpol.2020.115445
USEPA (2008) User’s guide: human health risk assessment. United States Environmental Protection Agency, Washington, DC, USA
Wu J, Zhou H, He S, Zhang Y (2019) Comprehensive understanding of groundwater quality for domestic and agricultural purposes in terms of health risks in a coal mine area of the Ordos basin, north of the Chinese Loess Plateau. Environ Earth Sci 78(15):446. https://doi.org/10.1007/s12665-019-8471-1
Xiao J, Jin Z, Zhang F (2015) Geochemical controls on fluoride concentrations in natural waters from the middle Loess Plateau, China. J Geochem Explor 159:252–261. https://doi.org/10.1016/j.gexplo.2015.09.018
Xiao Y, Hao Q, Zhang Y, Zhu Y, Yin S, Qin L, Li X (2021) Investigating sources, driving forces and potential health risks of nitrate and fluoride in groundwater of a typical alluvial fan plain. Sci Total Environ 802:149909. https://doi.org/10.1016/j.scitotenv.2021.149909
Xiao Y, Liu K, Hao Q, Xiao D, Zhu Y, Yin S, Zhang Y (2022) Hydrogeochemical insights into the signatures, genesis and sustainable perspective of nitrate enriched groundwater in the piedmont of Hutuo watershed, China. Catena 212:106020. https://doi.org/10.1016/j.catena.2022.106020
Xiong L, Xu X, Engel B, Huang Q, Huo Z, Xiong Y, Han W, Huang G (2021) Modeling agro-hydrological processes and analyzing water use in a super-large irrigation district (Hetao) of arid upper Yellow River basin. J Hydrol 603:127014. https://doi.org/10.1016/j.jhydrol.2021.127014
Yang K, Han G (2020) Controls over hydrogen and oxygen isotopes of surface water and groundwater in the Mun River catchment, northeast Thailand: implications for the water cycle. Hydrogeol J 28:1021–1036. https://doi.org/10.1007/s10040-019-02106-9
Yang N, Wang GC (2020) Moisture sources and climate evolution during the last 30 kyr in northeastern Tibetan Plateau: Insights from groundwater isotopes (2H, 18O, 3H and 14C) and water vapour trajectories modeling. Quat Sci Rev 242:106426. https://doi.org/10.1016/j.quascirev.2020.106426
Yin L, Hou G, Dou Y, Tao Z, Li Y (2011) Hydrogeochemical and isotopic study of groundwater in the habor lake basin of the Ordos plateau, NW China. Environ Earth Sci 64(6):1575–1584. https://doi.org/10.1007/s12665-009-0383-z
Yuan H, Yang S, Zhang W, Wang B, Han T, Ding X (2022) Temporal and Spatial Variation Characteristics and Driving Factors of Nitrogen of Shallow Groundwater in Hetao Irrigation District. Environ Sci 43(4):1898–1907
Zhang J, Chen L, Hou X, Li J, Ren X, Lin M, Zhang M, Wang Y, Tian Y (2022) Effects of multi-factors on the spatiotemporal variations of deep confined groundwater in coal mining regions, North China. Sci Total Environ 823:153741. https://doi.org/10.1016/j.scitotenv.2022.153741
Zhang Q, Wang H, Lu C (2020a) Tracing sulfate origin and transformation in an area with multiple sources of pollution in northern China by using environmental isotopes and bayesian isotope mixing model. Environ Pollut 265:115105. https://doi.org/10.1016/j.envpol.2020.115105
Zhang Q, Xu P, Qian H, Yang F (2020b) Hydrogeochemistry and fluoride contamination in Jiaokou Irrigation District, Central China: assessment based on multivariate statistical approach and human health risk. Sci Total Environ 741:140460. https://doi.org/10.1016/j.scitotenv.2020.140460
Zhang Q, Yu R, Jin Y, Zhang Z, Liu X, Xue H, Hao Y, Wang L (2019a) Temporal and Spatial Variation Trends in Water Quality Based on the WPI Index in the Shallow Lake of an Arid Area: A Case Study of Lake Ulansuhai, China. Water 11(7):1410. https://doi.org/10.3390/w11071410
Zhang X, Xu Z, Liu W, Moon S, Zhao T, Zhou X, Zhang J, Wu Y, Jiang H, Zhou L (2019b) Hydro-geochemical and Sr isotope characteristics of the Yalong River basin, eastern Tibetan plateau: Implications for chemical weathering and controlling factors. Geochem Geophy Geosy 20:1221–1239. https://doi.org/10.1029/2018GC007769
Zhang Y, Dai Y, Wang Y, Huang X, Xiao Y, Pei Q (2021) Hydrochemistry, quality and potential health risk appraisal of nitrate enriched groundwater in the Nanchong area, southwestern China. Sci Total Environ 784:147186. https://doi.org/10.1016/j.scitotenv.2021.147186
Zhu D, Ryan M, Sun B, Li C (2014) The influence of irrigation and Wuliangsuhai Lake on groundwater quality in eastern Hetao Basin, Inner Mongolia, China. Hydrogeol J 22:1101–1114. https://doi.org/10.1007/s10040-014-1116-2
Funding
This study was supported by the Inner Mongolia Major science and technology Project (2020ZD0009 and 2022EEDSKJXM005), the Ordos Science and Technology Major Project (ZD20232303), the National Natural Science Foundation of China (the Yellow River Water Science Research Joint Fund, U2243234), the Natural Science Foundation of Inner Mongolia Autonomous Region of China (No. 2020JQ06) and the Inner Mongolia Agricultural University Basic Research Project (BR221012).
Author information
Authors and Affiliations
Contributions
Shen Qu: methodology; data curation; formal analysis; writing—original draft; funding acquisition. Yanyun Luo: investigation; formal analysis. Limin Duan: writing—review and editing; funding acquisition. Sensen Pei: investigation; data collection. Ping Miao: investigation; data collection. Chenyu Wang: data curation; visualization. Tingxi Liu: review and editing. Ruihong Yu: review and editing.
Corresponding author
Ethics declarations
Ethics approval
Not applicable.
Consent to participate
Not applicable.
Consent for publication
All authors have read and agreed to the published version of the manuscript.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Thomas Hein
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Qu, S., Luo, Y., Duan, L. et al. Deciphering spatio-seasonal patterns, driving forces, and human health risks of nitrate and fluoride enriched water bodies in the Inner Mongolia Reaches of the Yellow River Basin, China. Environ Sci Pollut Res 30, 111423–111440 (2023). https://doi.org/10.1007/s11356-023-29914-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-023-29914-7