基于主成分分析的桦川—集贤—友谊地区地下水水质评价

    Groundwater quality evaluation in Huachuan-Jixian-Youyi area based on principal component analysis

    • 摘要: 三江平原桦川—集贤—友谊地区作为黑龙江省的关键粮食产区,其水资源状况直接关系到农业生产和生态安全。随着工农业的快速发展,水资源需求不断增加,导致研究区地下水位下降、水质恶化等一系列问题,厘清研究区地下水化学特征及影响因素,评估水体质量,对于保持农业稳定和可持续发展具有重要意义。通过野外采集地下水样,结合统计分析、Piper三线图、层次聚类分析、主成分分析、氯碱指数等方法对研究区地下水水化学特征及其成因进行分析,并对地下水水质进行评价。结果表明,钠吸附比(sodium adsorption ratio, SAR)、钠百分比(soluble sodium percentage, Na%)、残留碳酸钠(residual sodium carbonate, RSC)等均显示研究区的地下水灌溉适宜性较好。研究区地下水水化学类型主要为Ca2+-HCO3-型,局部为Ca2+-Cl-型。地下水化学组分主要受岩石风化作用控制,主要离子来源于岩盐和方解石、白云石等可溶性碳酸盐的溶解,同时氯碱指数表明阳离子交换作用也影响着地下水化学组分的形成。水质评价结果显示,桦川县、集贤县部分地区地下水水质较差,NO3-浓度超标,除受自然因素影响外,还与化肥农药的使用、矿山开采等人为活动有关。研究结果对于地下水资源的合理开发和治理具有一定的参考价值。

       

      Abstract: Huachuan-Jixian-Youyi area in Sanjiang Plain is a key grain-producing area in Heilongjiang Province, and its water resources are directly related to agricultural production and ecological security. The demand for water resources continues to increase with the rapid development of industry and agriculture, leading to a series of problems such as declining groundwater levels and deteriorating water quality. The clarification of chemical characteristics, and the influencing factors of water quality, is of great significance to maintaining agricultural stability and sustainable development. Through collecting 15 groundwater samples in the field, the authors analgzed the groundwater chemical characteristics and causes by combining statistical analysis, piper trilinear diagram, hierarchical cluster analysis, principal component analysis, chlor-alkali index, etc., and evaluate the groundwater quality. Sodium adsorption ratio (SAR), soluble sodium percentage (Na%), and residual sodium carbonate (RSC) all showed good suitability for groundwater irrigation in the area. The main hydrochemical type was Ca2+-HCO3- type and locally Ca2+-Cl- type. The chemical composition of groundwater was mainly controlled by rock weathering, with the main ions derived from the dissolution of rock salt and soluble carbonates such as calcite and dolomite. And the chlor-alkali index indicated that cation exchange also affected the formation of groundwater chemical components. The results of the water quality evaluation showed that the groundwater quality in Huachuan County and Jixian County was poor, and the NO3- concentration exceeded the standard seriously. The overstandard was not only affected by natural factors, but also related to the use of chemical fertilizers and pesticides, mining and other human activities. The study results could provide references for the rational development and management of groundwater resources.

       

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