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基于PMF模型的粤西典型流域氨氮污染特征分析

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文章以粤西小东江流域 2021-2023年为例,采用相关性分析、正定矩阵因子分解模型PMF等方法对氨氮污染源特征开展了研究。结果表明:小东江流域氨氮浓度时空分异特征明显,2021-2023年,时间变化呈"逐年下降,春季高、秋季低,峰值出现在 4月"的特点,沿程变化表现为"上游低,中下游高"。氨氮与高锰酸盐指数、总氮、电导率呈显著正相关关系,与溶解氧呈显著负相关关系。山阁氨氮污染来自畜禽养殖源和农村生活源,贡献占比分别为 86%和 14%;石碧氨氮污染来自城镇生活源、畜禽养殖源和农业种植面源,贡献占比分别为 80%、13%和 7%。小东江流域应根据上下游氨氮贡献来源差异特征,采取针对性污染治理措施,上游应注重加强畜禽养殖污染治理,补齐农村污水处理能力缺口,下游应着力加强茂名城区城镇生活污染源管控,实现生活污水处理系统提质增效,加强畜禽污染防控及农业种植面源污染治理。该结果可为小东江流域差异化、精细化决策提供依据和支撑。
Characteristics of ammonia nitrogen pollution in a typical river basin in western Guangdong Province based on PMF model
The characteristics of ammonia nitrogen pollution sources in Xiaodong River Basin of western Guangdong Province from 2021 to 2023 were studied by correlation analysis and positive matrix factorization model(PMF).The results showed that the temporal and spatial differences of ammonia nitrogen concentration in the Xiaodong River Basin were obvious.From 2021 to 2023,the time variation showed a"decrease year by year,with high spring and low autumn,and the peak value appears in April",and the variation along the course showed a"low upstream and high middle and lower downstream".Ammonia nitrogen was positively correlated with permanganate index,total nitrogen and electrical conductivity,and negatively correlated with dissolved oxygen.The ammonia nitrogen pollution in Shange came from livestock and poultry breeding sources and rural living sources,accounting for 86%and 14%respectively.The ammonia nitrogen pollution from urban living sources,livestock and poultry breeding sources and agricultural planting sources accounted for 80%,13%and 7%,respectively.In the Xiaodong River basin,targeted pollution control measures should be taken according to the differences in the contribution sources of ammonia nitrogen from upstream and downstream.The upstream should pay attention to strengthening the pollution control of livestock and poultry breeding to fill the gap in rural sewage treatment capacity,and the downstream should focus on strengthening the control of urban domestic pollution sources in Maoming urban area to improve the quality and efficiency of domestic sewage treatment system,and strengthen the prevention and control of livestock and poultry pollution and the control of non-point source pollution of agricultural planting.The results could provide basis and support for differentiated and refined decision-making in Xiaodong River Basin.

ammonia nitrogenpositive matrix factorization modelanalysis of pollution sourcesNon-point source pollution

卜思凡、余香英、张文博、熊津晶、吴华财、潘文兴

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广东省环境科学研究院,广州 510045

粤港澳环境质量协同创新联合实验室,广州 510045

茂名市环境技术中心,茂名 525000

氨氮 PMF模型 污染源解析 面源污染

2024

环境保护科学
沈阳环境科学研究院

环境保护科学

CSTPCD
影响因子:0.469
ISSN:1004-6216
年,卷(期):2024.50(6)