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摘要
为认识大汶河典型干流段不同水平年DO和NH 3-N的时空分布特征,研究基于EFDC模型构建了典型河段水动力水质模型,量化揭示了DO与NH 3-N浓度的时空分布规律,并识别了关键污染时段与河段。结果表明:在平水年份,DO浓度于8月降至全年最低值5 mg/L,NH 3-N则达到全年峰值0.3 mg/L;在枯水年份,NH 3-N浓度在3月达峰值0.843 mg/L,随4月降水量增加至42.2 mm后显著下降,DO浓度则维持在7.0-8.6 mg/L的稳定区间;在丰水年份,径流量相较于降水量存在约1个月的滞后响应,8月达降水峰值228 mm后,9月DO降至最低值6.3 mg/L,NH 3-N增至最高值0.318 mg/L,二者变化呈负相关。空间分布上,平水年份与枯水年份非汛期DO浓度由大汶口至河口整体呈递增趋势,增量约1.2-1.8 mg/L,丰水年份则在戴村坝区域聚集,中部较上下游高0.5-0.9 mg/L;平水年份汛期形成“大汶口>河口>中部”的结构,枯水年份戴村坝区域浓度较上下游高0.4-0.7 mg/L。NH 3-N浓度空间分布整体呈递减模式,大汶口至河口浓度降幅达48%-67%,仅丰水年份汛期在中游富集,较上下游高0.3-0.5 mg/L。受自然因素和人类活动的共同影响,河段水质在时空上均表现出不均匀性,研究结果为制定科学有效的水污染防治对策和水资源管理策略提供模型基础和科学依据。
Abstract
To understand the spatiotemporal distribution characteristics of DO and NH 3-N in the typical mainstream section of the Dawen River under different level years, this study constructs a hydrodynamic water quality model for the typical river section based on the EFDC model. It quantitatively reveals the spatiotemporal distribution patterns of DO and NH 3-N concentrations, and identifies the key pollution periods and river sections. The results show that in a normal year, DO concentration drops to its annual minimum of 5 mg/L in August, while NH 3-N reaches its peak of 0.3 mg/L. In a dry year, NH 3-N concentration reaches a peak of 0.843 mg/L in March, and decreases significantly with precipitation increased to 42.2 mm in April, while DO concentration remains stable within 7.0-8.6 mg/L. In a wet year, runoff lags behind precipitation by about one month; after precipitation peaks at 228 mm in August, DO drops to its lowest value of 6.3 mg/L in September, while NH 3-N increases to its highest value of 0.318 mg/L, showing a negative correlation between the two. Spatially, during the non-flood season, in normal and dry years, DO concentration generally increases from Dawenkou to the estuary, with an increase of about 1.2-1.8 mg/L, while in wet years, DO is concentrated in the Daicun Dam area, with the midstream section being 0.5-0.9 mg/L higher than upstream and downstream sections. During the flood season, in normal years, DO shows a pattern of “Dawenkou > estuary > midstream”, while in dry years, concentrations in the Daicun Dam area are 0.4-0.7 mg/L higher than in upstream and downstream sections. NH 3-N concentration generally exhibits a decreasing spatial pattern, with reductions of 48%-67% from Dawenkou to the estuary, except during the flood season in wet years when it is enriched in the midstream, exceeding upstream and downstream sections by 0.3-0.5 mg/L. Under the combined influence of natural factors and human activities, water quality in the river reach shows spatial and temporal heterogeneity. The study provides a modeling foundation and scientific basis for formulating effective water pollution control measures and water resource management strategies.
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乔新贺,孙宇潇,张洁,李增斌,段震,王刚.
大汶河典型干流段不同水平年溶解氧与氨氮时空分布特征研究[J].
山东农业大学学报(自然科学版), 2026, 57(2): 332-344 DOI:10.3969/j.issn.1000-2324.2026.02.014
| [1] |
马小雪, 龚畅, 王丽, 等. 不同水期秦淮河流域水污染的分布特征及来源解析[J]. 长江流域资源与环境, 2021, 30(12): 2949-2961.
|
| [2] |
Ksusar F, Qadir A, Ahmad S R, et al. Evaluation of surface water quality on spatiotemporal gradient using multivariate statistical techniques: A case study of River Chenab, Pakistan[J]. Polish Journal of Environmental Studies, 2019, 28(4): 2645-2657.
|
| [3] |
Benariba H, Habi M, Morsli B, et al. Assessment of surface water quality in a semi-arid Mediterranean region. Case study of Sikkak Dam (north-western Algeria)[J]. Water Practice and Technology, 2022, 17(5): 1177-1196.
|
| [4] |
Ma X, Wang L, Yang H, et al. Spatiotemporal analysis of water quality using multivariate statistical techniques and the water quality identification index for the Qinhuai River Basin, East China[J]. Water, 2020, 12(10): 2764-2773.
|
| [5] |
Xia J . Spatiotemporal characteristics of the water quality and its multiscale relationship with land use in the Yangtze River Basin[J]. Remote Sensing, 2021, 13(16): 3309-3318.
|
| [6] |
Dong B, Qin T, Wang Y, et al. Spatiotemporal variation of nitrogen and phosphorus and its main influencing factors in Huangshui River Basin[J]. Environmental Monitoring and Assessment, 2021, 193(5): 292-299.
|
| [7] |
范家贞, 李荣荣, 席宁哲, 等. 2010-2021年重庆市主要河流水质时空变化特征分析[J]. 人民长江, 2024, 55(06): 22-29.
|
| [8] |
Tian H, Yu G A, Tong L, et al. Water quality of the Mun River in Thailand-spatiotemporal variations and potential causes[J]. International Journal of Environmental Research and Public Health, 2019, 16(20): 3906-3914.
|
| [9] |
Abate B B, Sendekie A K, Alamaw A W, et al. Prevalence, determinants, and complications of adolescent pregnancy: an umbrella review of systematic reviews and meta-analyses[J]. AJOG Global Reports, 2025, 5(1): 1-9.
|
| [10] |
任鹏, 范中亚, 杨忠勇, 等. 沿江城市中小型闸控通江湖泊总磷变化特征及成因分析——以安庆市石塘湖为例[J]. 湖泊科学, 2023, 35(04): 1359-1369.
|
| [11] |
荣易, 秦成新, 孙傅, 等. SWAT模型在我国流域水环境模拟应用中的评估验证过程评价[J]. 环境科学研究, 2020, 33(11): 2571-2580.
|
| [12] |
刘夏明, 李俊清, 豆小敏, 等. EFDC模型在河口水环境模拟中的应用及进展[J]. 环境科学与技术, 2011, 34(S1): 136-140+360.
|
| [13] |
龚然, 何跃, 徐力刚, 等. EFDC(Environmental Fluid Dynamics Code)模型在湖库水环境模拟中的应用进展[J]. 海洋湖沼通报, 2016(06): 12-19.
|
| [14] |
潘炜. 基于EFDC的长江常州段污水排江浓度场数值模拟[J]. 环境监控与预警, 2015, 7(01): 5-9.
|
| [15] |
江雨蒙, 逄勇, 马秋霞, 等. 基于EFDC的排污口设置对淮河入海水道水环境影响研究[J]. 环境科技, 2023, 36(05): 7-12.
|
| [16] |
赵长进, 陈钢, 杨汉杰, 等. 南方典型闸控河口水质风险演变及调度策略[J]. 中国环境科学, 2023, 43(07): 3644-3654.
|
| [17] |
Yan H K, Wang N, Yu T L, et al. Hydrodynamic behavior and the effects of water pollution from Dalian’s Large-Scale offshore airport island in Jinzhou Bay, China[J]. Journal of Waterway, Port, Coastal and Ocean, 2015, 141(1): 1-10.
|
| [18] |
Menendez A N, Badano N D, Lopolito M F, et al. Water quality assessment for a coastal zone through numerical modeling[J]. Journal of Applied Water Engineering & Research, 2013, 1(1): 8-16.
|
| [19] |
王有良, 齐建国, 李玉石, 等. 东平湖水质现状分析与评价[J]. 山东农业大学学报(自然科学版), 2018, 49(03): 414-416.
|
| [20] |
李勇刚, 赵龙, 李建新, 等. 黄河下游大汶河流域水文要素演变特征研究[J]. 山东农业大学学报(自然科学版), 2023, 54(01): 104-111.
|
| [21] |
Park K, Jung H, Kim H S, et al. Three-dimensional hydrodynamic-eutrophication model (HEM-3D): application to Kwang-Yang Bay, Korea[J]. Marine Environmental Research, 2005, 60(2): 171-193.
|
| [22] |
雒艳玲, 乔新贺, 徐植信, 等. 大汶河流域水文要素时空分布特征研究[J]. 山东农业大学学报(自然科学版), 2024, 55(04): 613-626.
|
| [23] |
Geza M, Mccray J E . Effects of soil data resolution on SWAT model stream flow and water quality predictions[J]. Journal of Environmental Management, 2008, 88(3): 393-406.
|
| [24] |
杨林沛, 李金文, 沈根祥, 等. 基于高频数据的旱地降雨径流污染物输出特征研究[J]. 浙江农业学报, 2024, 36(02): 391-403.
|
| [25] |
于新雨. 流域非点源污染特征研究——以大汶河支流牟汶河流域为例[D].泰安:山东农业大学, 2021.
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基金资助
山东省自然科学基金资助项目(ZR2021MD119)
国家自然科学基金资助项目(41202174)