Assessment of groundwater nitrate pollution using the Indicator Kriging approach

被引:14
|
作者
Balacco, Gabriella [1 ]
Fiorese, Gaetano Daniele [1 ]
Alfio, Maria Rosaria [1 ]
机构
[1] Politecn Bari, Dipartimento Ingn Civile Ambientale Terr Edile & C, Via E Orabona 4, I-70125 Bari, Italy
关键词
Nitrates; Groundwater; Karst; Indicator kriging; VULNERABILITY; PROBABILITY; TRANSPORT; AQUIFERS; NITROGEN; LAND; TIME; LAG;
D O I
10.1016/j.gsd.2023.100920
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper presents the results of investigations on groundwater nitrate pollution to assess its spatial and tem-poral evolution through the indicator kriging method. With this approach, the direct estimation of the local conditional probabilities of nitrate concentrations permits the identification of areas more vulnerable to pollu-tion without establishing a precise estimate of the physical quantities under investigation. The aspect of interest is the possibility of defining areas of increased vulnerability to nitrate pollution, even in the case of sample points non-homogeneously distributed. In this case, using classical geostatistical tools such as ordinary kriging would lead to incorrect assessments. On the other hand, using the Indicator Kriging indicates areas most prone to deterioration over time and, therefore, need attention. The selected case study can be considered a benchmark due to its high geomorphologic and structural complexity and the scarce availability of homogeneous monitoring data. Results indicated an increasing trend in nitrate pollution over time, often exceeding the recommended threshold for drinking water use stated by the EU Nitrate Directive. Moreover, there is no correspondence to either land use variation or the use of fertilisers over the same period. This behaviour could depend on a long delay between the leaching of nitrates from the soil to the groundwater. This finding suggests the importance of systematic monitoring of groundwater quality, especially for those vulnerable systems characterized by slow response time to external pressures and of great significance in water resource supplies.
引用
收藏
页数:12
相关论文
共 50 条
  • [31] ON THE ASSESSMENT OF GROUNDWATER POLLUTION USING ELECTROMETRIC METHODS
    Bagriy, S. M.
    Kuzmenko, E. D.
    GEODYNAMICS, 2013, (15): : 93 - 96
  • [32] Groundwater vulnerability assessment of nitrate pollution in the Ankang Basin: using an optimized DRASTIC-LY method
    Tian, Hui
    Hui, Tian
    Changlai, Xiao
    Honggen, Xu
    Xiujuan, Liang
    Jianli, Qian
    Longtan, Qiao
    Weilong, Zhang
    Hong, Zhang
    JOURNAL OF WATER AND HEALTH, 2023, 21 (09) : 1177 - 1192
  • [33] Evaluation of Groundwater Quality and Contamination Using the Groundwater Pollution Index (GPI), Nitrate Pollution Index (NPI), and GIS
    Al-Aizari, Hefdhallah S.
    Aslaou, Fatima
    Al-Aizari, Ali R.
    Al-Odayni, Abdel-Basit
    Al-Aizari, Abdul-Jaleel M.
    WATER, 2023, 15 (20)
  • [34] Groundwater vulnerability assessment to non-point source nitrate pollution on a regional scale using GIS
    Navulur, KCS
    Engel, BA
    TRANSACTIONS OF THE ASAE, 1998, 41 (06): : 1671 - 1678
  • [35] GROUNDWATER POLLUTION BY NITRATE NITROGEN IN JAPAN
    KUNIKANE, S
    MAGARA, Y
    NITROGEN POLLUTION OF WATER, 1988, 6 : 335 - 341
  • [36] TRENDS IN NITRATE POLLUTION OF GROUNDWATER IN DENMARK
    OVERGAARD, K
    NORDIC HYDROLOGY, 1984, 15 (4-5) : 177 - 184
  • [37] Spatial Assessment of Groundwater Quality Monitoring Wells Using Indicator Kriging and Risk Mapping, Amol-Babol Plain, Iran
    Narany, Tahoora Sheikhy
    Ramli, Mohammad Firuz
    Aris, Ahmad Zaharin
    Sulaiman, Wan Nor Azmin
    Fakharian, Kazem
    WATER, 2014, 6 (01) : 68 - 85
  • [38] The Mechanism of Nitrate Pollution in Soil and Groundwater
    王志敏
    诸葛敏
    杨玉峥
    科技视界, 2013, (36) : 205 - 206
  • [39] AGRICULTURES EFFECT ON NITRATE POLLUTION OF GROUNDWATER
    STEWART, BA
    VIETS, FG
    HUTCHINSON, GL
    JOURNAL OF SOIL AND WATER CONSERVATION, 1968, 23 (01) : 13 - +
  • [40] Rapid Remediation of Nitrate Pollution of Groundwater
    Zhan, Xu
    Chen, Zhuo
    Zhao, Peng
    JOURNAL OF COASTAL RESEARCH, 2019, : 71 - 81