基于WQImin和APCS-MLR的河流水环境质量管控方案研究OA
Research on River Water Environment Quality Control Scheme Based on WQImin and APCS-MLR
针对地表水水质管理中监测成本高、污染溯源难的问题,以海河流域63个跨界断面为例,基于2020-2023年逐月水质监测数据,运用 WQImin模型优化与APCS-MLR源解析技术,系统揭示跨界河流水质时空演变规律及污染驱动机制,旨在构建一套兼顾效率与精度的地表水环境质量管控方案.结果表明:1)水质时空分异性显著,汛期(6-9月)受城市/农业面源叠加影响,优良水体占比较非汛期低20%~40%;2)通过聚类分析将断面划分为城市面源型、城乡生活型及复合污染型3类,构建分汛期/非汛期的 WQImin模型(R2≥0.789),监测指标精简至6~9项,极大节约了监测成本;3)APCS-MLR用于识别影响地表水环境的主要因素,并量化其对每个水质参数的影响程度;4)2种监测模式("分类模型-统一参数")和动态可追溯性管理策略为跨界河流治理提供了科学基础.
Aiming at the high monitoring cost and difficult pollution source tracing in surface water quality management,63 transboundary sections in the Haihe River Basin were selected as the research objects.Based on monthly water quality monitoring data from 2020 to 2023,the WQImin model optimization and APCS-MLR source apportionment technique were a-dopted to systematically reveal the spatiotemporal evolution of water quality and pollution driving mechanisms of transboundary rivers,with the purpose of establishing an efficient and accurate surface water environmental quality control scheme.The results showed that:1)Water quality exhibited prominent spatiotemporal heterogeneity.Affected by the superposition of urban and agricultural non-point sources during the flood season(June-September),the proportion of good-quality water bodies was 20%~40%lower than that in the non-flood season;2)All monitoring sections were classified into three types via cluster analysis:Urban non-point source type,urban-rural domestic pollution type and compound pollution type.Seasonal WQImin models were established for flood and non-flood periods(R2≥0.789),which reduced monitoring indicators to 6~9 items and greatly cut monitoring cos ts;3)The APCS-MLR model was applied to identify primary factors affecting surface water environ-ment and quantify their contributions to each water quality parameter;4)Two monitoring modes("classified models with unified parameters")and a dynamic traceable management strategy provided scientific support for transboundary river regulation.
李欣蕊;苑飞燕;刘琦;张钰
生态环境部海河流域北海海域生态环境监督管理局生态环境监测与科学研究中心,天津,300170生态环境部海河流域北海海域生态环境监督管理局生态环境监测与科学研究中心,天津,300170生态环境部海河流域北海海域生态环境监督管理局生态环境监测与科学研究中心,天津,300170生态环境部海河流域北海海域生态环境监督管理局生态环境监测与科学研究中心,天津,300170
资源环境
跨界河流WQIminAPCS-MLR地表水污染指标
transboundary riverWQIminAPCS-MLRsurface waterpollution indicators
《江西科学》 2026 (4)
563-571,9
海河北海局科研发展基金项目(2024-HHBHJ-4).
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