首页|基于主成分分析的豫北平原浅层地下水化学特征

基于主成分分析的豫北平原浅层地下水化学特征

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地下水是豫北平原的重要工农业水源.为调查豫北平原北部地下水水质的空间分布、成因及其主要影响因子,采集了 660个地下水样品,利用水化学分析及数学统计方法得出:研究区地下水TDS值为170.02~6 970.30 mg/L,78%的地下水样品为淡水,22%的水样为微咸水、咸水.淡水的水化学类型以HCO3-Ca·Mg、HCO3·Cl-Ca·Mg为主,微咸水、咸水水化学类型以Cl·SO4-Ca·Mg为主.从西北到东南,地下水盐度逐渐增大,咸水呈条带状沿卫河流向展布.采用主成分分析法得出地下水水质的5个主成分,代表了含水层中碳酸盐、硅酸盐以及石膏等矿物的溶解,工农业污染,含锰、氟、铁矿物溶解的原生地质污染以及蒸发浓缩作用.依据主成分得分对地下水控制因素进行划分,发现区内地下水主要受到水岩作用影响,部分区域存在原生地质污染,而在城市周边地下水主要受到人为污染的影响,受污染的地下水零散分布.
Chemical Characterization of Shallow Groundwater in Northern Henan Plain Based on Multivariate Statistical Analysis
Groundwater is an important source for industry and agriculture in the northern Henan Plain.To investigate the spatial distribution,causes,and main factors influencing groundwater quality,660 groundwater samples were collected in the northern Henan Plain.Using water chemistry analysis and mathematical statistics,it was concluded that the TDS values of groundwater in the study area range from 170.02 to 6 970.30 mg/L.78%of the groundwater were freshwater,prevailed by HCO3-Ca·Mg and HCO3·Cl-Ca·Mg,and 22%were brackish and saline,with anions dominated by Cl-SO4 and cations dominated by Ca2+and Mg2+.From northwest to southeast,the groundwater salinity gradually increased,and brackish water was spread in strips along the Weihe River.Principal component analysis revealed five major components governing the groundwater quality,including(1)dissolution of carbonates,silicates and gypsum minerals in aquifers,(2)industrial pollution,(3)agricultural pollution,(4)primary geological contamination due to dissolved manganese,fluorine and iron minerals as well as(5)concentration caused by evaporation.Based on the principal component score,groundwater in the region investigated was mainly influenced by water-rock action.Primary geological contamination was present in certain areas,while in the urban periphery,groundwater was mainly influenced by anthropogenic pollution.The contaminated groundwater was scattered.

groundwaterprincipal component analysisimpact factorNorth Henan Plain

陈焕雄、郭林、李静、林小敏、张涛、张勤军

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中国地质大学(武汉)环境学院,武汉 430074

河南省地质调查研究院,郑州 450001

广西壮族自治区地质调查院,南宁 530023

地下水 主成分分析 影响因子 豫北平原

国家自然科学基金项目广西重点研发计划项目

41977167桂科AB21196026

2024

地球与环境
中国科学院地球化学研究所

地球与环境

CSTPCD北大核心
影响因子:0.875
ISSN:1672-9250
年,卷(期):2024.52(3)