Spatial-temporal difference between nitrate in groundwater and nitrogen in soil based on geostatistical analysis

Xiu-bo Sun; Chang-lai Guo; Jing Zhang; Jia-quan Sun; Jian Cui; Mao-hua Liu

doi:10.26599/JGSE.2023.9280004

Volume 11 Issue 1

Mar. 2023

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Article Navigation > Journal of Groundwater Science and Engineering > 2023 > 11(1): 37-46

Sun XB, Guo CL, Zhang J, et al. 2023. Spatial-temporal difference between nitrate in groundwater and nitrogen in soil based on geostatistical analysis. Journal of Groundwater Science and Engineering, 11(1): 37-46 doi: 10.26599/JGSE.2023.9280004

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Spatial-temporal difference between nitrate in groundwater and nitrogen in soil based on geostatistical analysis

doi: 10.26599/JGSE.2023.9280004

1.
Shenyang Center of Geological Survey, CGS, Shengyang 110000, China
2.
Shenyang Jianzhu University, Shengyang 110168, China

More Information

Corresponding author: spidercj@126.com
Received Date: 2022-04-12
Accepted Date: 2022-12-26

Available Online: 2023-03-20

Publish Date: 2023-03-15

Abstract

Abstract

The study of temporal and spatial variations of nitrate in groundwater under different soil nitrogen environments is helpful to the security of groundwater resources in agricultural areas. In this paper, based on 320 groups of soil and groundwater samples collected at the same time, geostatistical analysis and multiple regression analysis were comprehensively used to conduct the evaluation of nitrogen contents in both groundwater and soil. From May to August, as the nitrification of groundwater is dominant, the average concentration of nitrate nitrogen is 34.80 mg/L; The variation of soil ammonia nitrogen and nitrate nitrogen is moderate from May to July, and the variation coefficient decreased sharply and then increased in August. There is a high correlation between the nitrate nitrogen in groundwater and soil in July, and there is a high correlation between the nitrate nitrogen in groundwater and ammonium nitrogen in soil in August and nitrate nitrogen in soil in July. From May to August, the area of low groundwater nitrate nitrogen in 0–5 mg/L and 5–10 mg/L decreased from 10.97% to 0, and the proportion of high-value area (greater than 70 mg/L) increased from 21.19% to 27.29%. Nitrate nitrogen is the main factor affecting the quality of groundwater. The correlation analysis of nitrate nitrogen in groundwater, nitrate nitrogen in soil and ammonium nitrogen shows that they have a certain period of delay. The areas with high concentration of nitrate in groundwater are mainly concentrated in the western part of the study area, which has a high consistency with the high value areas of soil nitrate distribution from July to August, and a high difference with the spatial position of soil ammonia nitrogen distribution in August.
- Groundwater,
- Nitrate,
- Soil,
- Spatial-temporal variation,
- Geostatistical analysis

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References(19)

References

Abdelhakim L, Abdellah EH, Karima B. 2020. Spatial and statistical assessment of nitrate contamination in groundwater: Case of Sais Basin, Morocco. Journal of Groundwater Science and Engineering, 8(02): 143−157. DOI: 10.19637/j.cnki.2305-7068.2020.02.006.

Cui JS, Liu SF, Gao YK, et al. 2022. Assessment of groundwater nitrate content under land use changes in Zhanjiang City. Environmental Chemistry, 41(7): 1−12. (in Chinese) DOI: 10.7524/j.issn.0254-6108.2021071101.

Dai MX, Shi RG, Zhao YJ, et al. 2007. Spatial variability of soil cadmium in Huxian agricultural area, Sichuan Province. Journal of Agro-Environment Science, (3): 1093−1099. (in Chinese) DOI: 10.3321/j.issn:1672-2043.2007.03.058.

Han YP, Chai Y, Liu ZP, et al. 2018. Temporal and spatial distribution characteristics of nitrogen content in the groundwater of People’s Victory Canal irrigation district. Journal of North China University of Water Resources and Electric Power (Natural Science Edition), 39(01): 25−30, 96. (in Chinese) DOI: 10.3969/j.issn.1002-5634.2018.

Huang S. 2019. GIS-based simulation and analysis of peak nitrate lag time in global vadose zone. Jilin University: 2019.000294. (in Chinese) DOI: 10.27162/d.cnki.gjlin.

Li JY, Li Y, Huang ZG, et al. 2022. Fertilization in intensive sugarcane planting areas significantly increased riverine nitrate pollution: Evidenced by nitrogen and oxygen isotopes in a watershed. Journal of Plant Nutrition and Fertilizers, 28(1): 104−113. (in Chinese) DOI: 10.11674/zwyf.2021513.

Li Y, Kang FX, Zou AD. 2019. Isotope analysis of nitrate pollution sources in groundwater of Dong’e geohydrological unit. Journal of Groundwater Science and Engineering, (02): 145−154. DOI: 10.19637/j.cnki.2305-7068.2019.02.005.

Liu MH, Luo SQ, Du XSH. 2021. Exploring equity in healthcare services: Spatial accessibility changes during subway expansion. ISPRS. Geo-Inf, 10: 439. DOI: 10.3390/ijgi10070439.

Ma BQ, Wang X, Tang C. 2021. Application of various environmental tracers in identifying nitrate sources of groundwater. Environmental Science and Technology, 34(06): 37−40, 44. (in Chinese) DOI: 10.19824/j.cnki.cn32-1786/x.2021.0084.

Ma CY, Wang JL, CHEN Z, et al. 2019. Spatial distribution of soil moisture estimated using thermal vegetation drought indices. Journal of Irrigation & Drainage, 38(3): 28−34. (in Chinese) DOI: 10.13522/j.cnki.ggps.20170036.

Michener R, Lajtha K. 2007. Stable isotopes in ecology and environmental science. Oxford, UK: Blackwell Publishing Ltd.

Nixdorf E, Sun YY, Lin M, et al. 2017. Development and application of a novel method for regional assessment of groundwater contamination risk in the Songhua River Basin. Science of the Total Environment, 605-606: 598−609. DOI: 10.1016/j.scitotenv.2017.06.126.

Pati S, Dash Mihir K, Mukherjee CK, et al. 2014. Assessment of water quality using multivariate statistical techniques in the coastal region of Visakhapatnam, India. Environmental Monitoring and Assessment, 186(10): 6385−6402. DOI: 10.1007/s10661-014-3862-y.

Sacchi E, Acutis M, Bartoli M, et al. 2013. Origin and fate of nitrates in groundwater from the central Po plain: Insights from isotopic investigations. Applied Geochemistry, (34): 164−180. DOI: 10.1016/j.apgeochem.2013.03.008.

Sun XB, Cui J, Dai YJ. 2022. Research on the evaluation of land resources carrying capacity in Jinzhou area. Geological Bulletin of China, 41(08): 1487−1493. (in Chinese) DOI: 10.12097/j.issn.1671-2552.2022.08.014.

Wang YN, Xie HQ, Li FL, et al. 2020. Spatial variation analysis of intensive and economical utilization of urban land in China using ArcGIS. Geomatics & Spatial Information Technology, 43(12): 32−34, 37. (in Chinese) DOI: 10.3969/j.issn.1672-5867.2020.12.008.

Yuan HY, Yang SQ, Zhang WF, et al. 2022. Temporal and spatial variation characteristics and drivving factors of nitrogen of shallow groundwater in Hetao irrigation district. Environmental Science, 043(004): 1−15. (in Chinese) DOI: 10.13227/j.hjkx.202107187.

Zhang Y, Li FD, Zhang QY, et al. 2014. Tracing nitrate pollution sources and transformation in surface-and ground-waters using environmental isotopes. Science of the Total Environment, 490: 213−222. DOI: 10.1016/j.scitotenv.2014.05.004.

Zhang Z, Lu R, Wu SY, et al. 2022. Heavy metal pollution and health risk assessment of mine soil in Yangtze River economic belt. Huan Jing Ke Xue, 43(7): 3763−3772. DOI: 10.13227/J.HJKX.202109102.

2305-7068/© Journal of Groundwater Science and Engineering Editorial Office. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0)

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