Abstract
Nitrate (NO3−) contamination has become a dominant international problem in the aquatic environment, so identifying the sources and transformations of NO3− is the basis for improving water quality. Since the Jing River is the largest tributary of the Wei River, to understand its water quality, this study collected surface water samples from the Shaanxi section of the Jing River during the dry season. The potential sources of NO3− were analyzed by hydrochemical and bi-isotopic methods, and the SIAR model was used to estimate the proportional contribution of each source. Results indicated that NO3−-N was the main form of inorganic nitrogen in this area, and the average total nitrogen content was 10.23 mg·L−1, which showed that nitrogen pollution was highly serious; the transformation process of nitrogen in this study area was mainly nitrification; The results of Bayesian model showed that manure and sewage contributed to the most NO3− (64.39%) in the dry season, followed by soil nitrogen, which was 26.35%. These results help to adopt better nitrogen management measures to meet the national environmental quality standards for surface water.
Similar content being viewed by others
References
Adebowale T, Surapaneni A, Faulkner D, McCance W, Wang S, Currell M (2019) Delineation of contaminant sources and denitrification using isotopes of nitrate near a wastewater treatment plant in peri-urban settings. Sci Total Environ 651:2701–2711
Amberger A, Schmidt HL (1987) The natural isotope content of nitrate as an indicator of its origin. Geochim Cosmochim Acta 51:2699–2705
Brandes JA, Devol AH (1997) Isotopic fractionation of oxygen and nitrogen in coastal marine sediments. Geochim Cosmochim Acta 61:1793–1801
Burow KR, Nolan BT, Rupert MG, Dubrovsky NM (2010) Nitrate in groundwater of the United States, 1991–2003. Environ Sci Technol 44:4988–4997
Carey RO, Migliaccio KW, Brown MT (2011) Nutrient discharges to Biscayne Bay, Florida: trends, loads, and a pollutant index. Sci Total Environ 409:530–539
Dejwakh NR, Meixner T, Michalski G, McIntosh J (2012) Using 17O to investigate nitrate sources and sinks in a semi-arid groundwater system. Environ Sci Technol 46:745–751
Durka W, Schulze ED, Gebauer G, Voerkelius S (1994) Effects of forest decline on uptake and leaching of deposited nitrate determined from 15N and 18O measurements. Nature 372:765–767
Einsiedl F, Mayer B (2006) Hydrodynamic and microbial processes controlling nitrate in a fissured-porous karst aquifer of the franconian alb, southern Germany. Environ Sci Technol 40:6697–6702
Fukada T, Hiscock KM, Dennis PF, Grischek T (2003) A dual isotope approach to identify denitrification in ground water at a river bank infiltration site. Water Res 37:3070–3078
Hale RL, Turnbull L, Earl S, Grimm N, Riha K, Michalski G, Lohse KA, Childers D (2014) Sources and transport of nitrogen in arid urban watersheds. Environ Sci Technol 48:6211–6219
Hillaire-Marcel C, Kellman L (1998) Nitrate cycling in streams: using natural abundances of NO3--δ15N to measure in-situ denitrification. Biogeochemistry 43(3):273
Ji X, Xie R, Hao Y, Lu J (2017) Quantitative identification of nitrate pollution sources and uncertainty analysis based on dual isotope approach in an agricultural watershed. Environ Pollut 229:586–594
Ji WJ, Xiao J, Toor GS, Li Z (2021) Nitrate-nitrogen transport in streamwater and groundwater in a loess covered region: sources, drivers, and spatiotemporal variation. Sci Total Environ 761:143278
Johannsen A, Dähnke K, Emeis K (2008) Isotopic composition of nitrate in five German rivers discharging into the North Sea. Org Geochem 39(12):1678–1689
Kaushal SS, Groffman PM, Band LE, Elliott EM, Shields CA, Kendall C (2011) Tracking nonpoint source nitrogen pollution in human-impacted watersheds. Environ Sci Technol 45(19):8225–8232
Kendall C (1998) Tracing nitrogen sources and cycling in catchments. In: Kendall C, McDonnell JJ (eds) Isotope Tracers in Catchment Hydrology. Elsevier BV, Amsterdam, pp 519–576
Kendall C, Elliott EM, Wankel SD (2007) Tracing anthropogenic inputs of nitrogen to ecosystems. In: Michener RH, Lajtha K (eds) Stable isotopes in ecology and environmental science, 2nd edn. Blackwell Publishing, Hoboken, pp 375–449
Koba K, Tokuchi N, Wada E, Nakajima T, Iwatsubo G (1997) Intermittent denitrification: the application of a 15N natural abundance method to a forested ecosystem. Geochim Cosmochim Acta 61:5043–5050
Kool DM, Wrage N, Oenema O, van Kessel C, van Groenigen JW (2011) Oxygen exchange with water alters the oxygen isotopic signature of nitrate in soil ecosystems. Soil Biol Biochem 43(6):1180–1185
Li S, Liu C, Li J, Liu X, Chetelat B, Wang B, Wang F (2010) Assessment of the sources of nitrate in the Changjiang River, China using a nitrogen and oxygen isotopic approach. Environ Sci Technol 44:1573–1578
Liu CQ, Li SL, Lang YC, Xiao HY (2006) Using δ15N- and δ18O-values to identify nitrate sources in karst ground water, Guiyang, southwest China. Environ Sci Technol 40(22):6928–6933
Liu ZP, Shao MA, Wang YQ (2013a) Spatial patterns of soil total nitrogen and soil total phosphorus across the entire Loess Plateau region of China. Geoderma 197–198:67–78
Liu T, Wang F, Michalski G, Xia X, Liu S (2013b) Using 15N, 17O, and 18O to determine nitrate sources in the Yellow River, China. Environ Sci Technol 47(23):13412–13421
Liu J, Shen Z, Yan T et al (2018) Source identification and impact of landscape pattern on riverine nitrogen pollution in a typical urbanized watershed, Beijing, China. Environ Sci Technol 628:1296–1303
Mayer B, Bollwerk SM, Mansfeldt T, Hutter B, Veizer J (2001) The oxygen isotope composition of nitrate generated by nitrification in acid forest floors. Geochim Cosmochim Acta 65:2743–2756
Mayer B, Boyer EW, Goodale C, Jaworski NA, van Breemen N, Howarth RW, Seitzinger S, Billen G, Lajtha K, Nadelhoffer K, van Dam D, Hetling LJ, Nosal M, Paustian K (2002) Sources of nitrate in rivers draining sixteen watersheds in the northeastern US: isotopic constraints. Biogeochemistry 57:171–197
Mengis M, Schif SL, Harris M, English MC, Aravena R, Elgood RJ, MacLean A (1999) Multiple geochemical and isotopic approaches for assessing ground water NO3- elimination in a riparian zone. Ground Water 37(3):448–457
Panno SV, Hackley KC, Kelly WR, Hwang HH (2006) Isotopic evidence of nitrate sources and denitrification in the Mississippi River Illinois. J Environ Qual 35(2):495–504
Parnell AC, Inger R, Bearhop S, Jackson AL (2010) Source portioning using stable isotopes: coping with too much variation. PLoS One 5(3):9672
Parnell AC, Phillips DL, Bearhop S et al (2013) Bayesian stable isotope mixing models. Environmetrics 24(6):387–399
Shi P, Zhang Y, Song J, Li P, Wang Y, Zhang X, Li Z, Bi Z, Zhang X, Qin Y, Zhu T (2019) Response of nitrogen pollution in surface water to land use and social-economic factors in the Weihe River watershed, northwest China. Sustain Cities Soc 50:101658
State Environment Protection Bureau of China (2002) Environmental Quality Standards for Surface Water. China Environmental Science Press, Beijing (in Chinese)
Stock B, Semmens B (2018) MeixSIAR GUI User Manual, version 3.1.10. https://cran.r-project.org/web/packages/MixSIAR/index.html. Accessed 5 Mar 2021
Voss M, Deutsch B, Elmgren R, Humborg C, Kuuppo P, Pastuszak M, Rolff C, Schulte U (2006) Sources identification of nitrate by means of isotopic tracers in the Baltic Sea catchments. Biogeosciences 3:663–676
Wan R, Cai S, Li H, Yang G, Li Z, Nie X et al (2014) Inferring land use and land cover impact on stream water quality using a Bayesian hierarchical modeling approach in the Xitiaoxi River Watershed, China. J Environ Manag 133:1–11
Wang A, Fang YT, Chen DX, Phillips O, Koba K, Zhu WX (2018) High nitrogen isotope fractionation of nitrate during denitrification in four forest soils and its implications for denitrification rate estimates. Sci Total Environ 633:1078–1088
Wang X, Fan J, Xing Y, Xu G, Wang H, Deng J et al (2019) The effects of mulch and nitrogen fertilizer on the soil environment of crop plants. Adv Agron 153:121–173
Wu L, Liu X, Yang Z, Chen JL, Ma XY (2021) Landscape scaling of different land-use types, geomorphological styles, vegetation regionalizations, and geographical zonings differs spatial erosion patterns in a large-scale ecological restoration watershed. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-021-13274-1
Xia YQ, Weller DE, Williams MN (2016) Using Bayesian hierarchical models to better understand nitrate sources and sinks in agricultural watersheds. Water Res 105:527–539
Xing M, Liu WG (2010) Using nitrate isotope to trace the nitrogen pollution in Chanhe and Laohe River. Environ Sci 31(10):2305–2310 (in Chinese)
Xing M, Liu WG (2012) Variations in the concentration and isotopic composition of nitrate nitrogen in wet deposition and their relation with meteorological conditions in Xi’an city, Northwest China. Appl Geochem 27(4):831–840
Xing M, Liu WG (2015) Using dual isotopes to identify sources and transformations of nitrogen in water catchments with different land uses, Loess Plateau of China. Environ Sci Pollut Res 23(1):388–401
Xu Z, Zhang X, Yu G, Sun X, Wen X (2014) Review of dual stable isotope technique for nitrate source identification in surface and groundwater in China. Environ Sci 35:3230–3238 (in Chinese)
Xue DM, Botte J, De Baets B et al (2009) Present limitations and future prospects of stable isotope methods for nitrate source identification in surface and groundwater. Water Res 43(5):1159–1170
Xue D, De Baets B, Van Cleemput O, Hennessy C, Berglund M, Boeckx P (2012) Use of a Bayesian isotope mixing model to estimate proportional contributions of multiple nitrate sources in surface water. Environ Pollut 161:43–49
Zhang Y, Li FD, Zhang QY, Li J, Liu Q (2014) Tracing nitrate pollution sources and transformation in surface- and ground-waters using environmental isotopes. Sci Total Environ 490:213–222
Zhang Y, Shi P, Li FD, Wei A, Song J, Ma J (2018) Quantification of nitrate sources and fates in rivers in an irrigated agricultural area using environmental isotopes and a Bayesian isotope mixing mode. Chemosphere 208:493–501
Zhang J, Shang Y, Liu J, Fu J, Tong L (2020) Causes of variations in sediment yield in the Jinghe River Basin, China. Sci Rep 10(1)
Zong YH, Hu J, Wang YD, Sun H, Li Y, Liu W (2019) Blank experimental study on the determination of nitrogen and oxygen isotopes by chemical conversion method. RSC Adv 9:37267–37273
Availability of data and materials
All data generated or analyzed during this study are included in this published article.
Funding
This work was sponsored by the National Natural Science Foundation of China (41991252) and state key laboratory of loess and Quaternary Geology (SKLLQG1912), central higher education foundation of Chang’an University (300102290505).
Author information
Authors and Affiliations
Contributions
All authors contributed to the study conception and design. Data preparation, sample collection, and data analysis were performed by Zhi Zhuang, Tianhao Han, Mengyan Pan, Kaili Yang, and Yunning Cao. The first draft of the manuscript was written by Jing Hu, Tianhao Han, and Mengyan Pan. Weiguo Liu and Yuliang Li made critical revisions to the first draft, and the final version was written by Jing Hu. All authors read and approved the final manuscript.
Corresponding authors
Ethics declarations
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Philippe Garrigues
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Hu, J., Pan, M., Han, T. et al. Identification of nitrate sources in the Jing River using dual stable isotopes, Northwest China. Environ Sci Pollut Res 28, 68633–68641 (2021). https://doi.org/10.1007/s11356-021-15380-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-021-15380-6