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Design considerations for a Digital Twin built to improve nitrification performance at a water resource recovery facility. 为改善水资源回收设施的硝化性能而建造的Digital Twin的设计考虑。
IF 2.6 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-08-01 Epub Date: 2025-07-18 DOI: 10.2166/wst.2025.106
Jeffrey Sparks, Charles B Bott, Peter A Vanrolleghem

A Digital Twin built around Activated Sludge Model No. 1 was deployed at a full-scale water resource recovery facility. Its design included a waste rate recommender system based on automatic scenario analyses, where influent loads and waste rates are varied to determine their impact on nitrification. At the same frequency as these scenario analyses, scheduled auto-calibrations allow for nitrifier maximum specific growth rate (μmax-NITO) soft sensing, the only kinetic parameter shown to require adjustment if the objective is aeration tank effluent ammonia forecasting accuracy. By integrating temperature forecasting over the next three sludge ages, this Digital Twin approach creates opportunities for advancing waste rate decisions in anticipation of seasonal temperature changes, optimizing ammonia control authority under varying influent loads, and furnishing valuable insights for future capital projects requiring nitrifier kinetic understanding and modelling.

围绕1号活性污泥模型构建的Digital Twin被部署在一个全面的水资源回收设施中。它的设计包括一个基于自动情景分析的废物率推荐系统,在该系统中,不同的进水负荷和废物率以确定它们对硝化的影响。在与这些场景分析相同的频率下,预定的自动校准允许硝化器最大特定生长速率(μmax-NITO)软测量,如果目标是曝气池出水氨预测精度,则唯一需要调整的动力学参数。通过整合未来三个污泥年龄的温度预测,这种数字孪生方法为预测季节性温度变化、优化不同进水负荷下的氨控制权限、为需要了解硝化器动力学和建模的未来资本项目提供有价值的见解创造了机会。
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引用次数: 0
Removal of coliform pollution using a gravel-packed contact bed: reduction effect and microbial community analysis. 砾石充填接触床去除大肠菌群污染:还原效果和微生物群落分析。
IF 2.6 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-08-01 Epub Date: 2025-07-23 DOI: 10.2166/wst.2025.110
Wan-Rou Lin, Ren-Cheng Liu, Chun-Lun Yen, Pi-Han Wang

A gravel contact oxidation system is an ecological engineering packed-bed reactor that uses gravel as a biofilm carrier to remove waterborne contaminants. While widely studied for pollution control, little is known about its microbial communities. In this study, we evaluated the system's effectiveness in reducing coliform bacteria, including antibiotic-resistant and hemolytic strains, as indicators of pollution and public health risk in Dongda Creek, Taiwan. Results showed a significant reduction in coliform levels, from 105-106 CFU/100 mL to 102 CFU/100 mL, along with notable improvements in water quality parameters like turbidity, total dissolved solids, and oxidation-reduction potential. Antibiotic-resistant coliforms were less prevalent in treated water, demonstrating the system's efficacy in control of bacterial flora that poses a risk to public health. Third-generation sequencing revealed reduced species richness in treated wastewater, while biofilm samples showed greater bacterial diversity. Gravel's surface area supported biofilm formation, promoting microbial communities capable of degrading organic pollutants. The activity of biofilm microbial community also decreased turbidity and dissolved solids, while shifting bacterial composition in the wastewater. These findings underscore the system's potential as a sustainable, effective model for ecological wastewater treatment.

砾石接触氧化系统是一种利用砾石作为生物膜载体去除水中污染物的生态工程填料床反应器。虽然在污染控制方面进行了广泛的研究,但对其微生物群落知之甚少。在这项研究中,我们评估了该系统在减少大肠菌群的有效性,包括抗生素耐药菌株和溶血性菌株,作为污染和公共卫生风险的指标,台湾东大溪。结果显示,大肠菌群水平显著降低,从105-106 CFU/100 mL降至102 CFU/100 mL,同时浊度、总溶解固形物和氧化还原电位等水质参数也有显著改善。耐抗生素大肠菌群在处理过的水中较少流行,表明该系统在控制对公共卫生构成威胁的细菌菌群方面的有效性。第三代测序结果显示,处理后的废水中物种丰富度降低,而生物膜样品显示出更高的细菌多样性。砾石的表面积支持生物膜的形成,促进能够降解有机污染物的微生物群落。生物膜微生物群落的活性也降低了废水的浊度和溶解固体,同时改变了废水中的细菌组成。这些发现强调了该系统作为一种可持续、有效的生态废水处理模式的潜力。
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引用次数: 0
The role of open data in regulating combined sewer overflows. 公开数据在调节合流下水道溢流中的作用。
IF 2.6 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-08-01 Epub Date: 2025-07-16 DOI: 10.2166/wst.2025.105
Alma Schellart, Liz Sharp, Jean-Luc Bertrand-Krajewski, Jörg Rieckermann, Jose Anta, Frank Blumensaat, Francois Clemens-Meyer, Ulrich Dittmer, Isabel Douterelo, Günter Gruber, Henriette Jensen, Marius Møller Rokstad, James Shucksmith, Simon Tait, Franz Tscheikner-Gratl, Boud Verbeiren, Luca Vezzaro

The aim of this work is to investigate how open data can play a beneficial role in the regulation of combined sewer overflows (CSOs). The investigation consists of a review and critical discussion of historic CSO design, alongside more recent developments of regulations and emerging experiences of monitoring CSOs and different levels of data openness. The study focuses on practice in 10 European countries/regions. The novelty of this work comes from its review of historical development of design guidelines and regulations, shifts in the aims of these regulations, practicalities around implementation and testing of compliance, alongside the openness and availability of data. The main conclusions are that increasingly complex regulation goes hand in hand with limited compliance checking and opaque decision-making, whereas opening up relatively simplistic performance data has generated public and political discussion about urban drainage systems and the potential costs of improvements in water quality of the impacted surface water bodies. Making CSO data open does, however, need to be done with due care. Collaboration with trusted citizen groups, ensuring the data are correct, easy to access, and understand, as well as avoiding a blame culture are all of key importance.

这项工作的目的是调查开放数据如何在联合下水道溢流(cso)的监管中发挥有益作用。调查包括对历史上的公民社会组织设计的回顾和批判性讨论,以及最近的法规发展和监测公民社会组织和不同程度的数据开放的新经验。该研究的重点是10个欧洲国家/地区的实践。这项工作的新颖性来自于它对设计指南和法规的历史发展,这些法规目标的转变,实施和合规性测试的实用性,以及数据的开放性和可用性的回顾。主要结论是,日益复杂的监管与有限的合规检查和不透明的决策密切相关,而开放相对简单的绩效数据引发了关于城市排水系统和受影响地表水体水质改善的潜在成本的公众和政治讨论。然而,公开公民社会组织的数据确实需要谨慎行事。与值得信赖的公民团体合作,确保数据正确、易于获取和理解,以及避免指责文化都是至关重要的。
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引用次数: 0
Changes in atmospheric nitrogen and phosphorus deposition and their impact on water quality in Lake Kasumigaura, Japan. 日本霞浦湖大气氮磷沉降变化及其对水质的影响
IF 2.6 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-08-01 Epub Date: 2025-07-28 DOI: 10.2166/wst.2025.116
Takao Ouchi, Genki Katata, Keita Nakagawa, Hisao Kuroda, Takehiko Fukushima

Atmospheric deposition affects both aquatic and terrestrial ecosystems. In this study, the atmospheric deposition of nitrogen (N) and phosphorus (P) was investigated in Lake Kasumigaura, Japan's second-largest lake, for approximately seven years. Seasonal variations in the total N (TN) and total P (TP) fluxes tended to be higher in spring and lower from fall to winter. The annual variations could be categorized into three distinct periods in conjunction with the precipitation trend. The estimated annual fluxes based on these three periods showed that the TN flux was accurately predicted. A comparison of the results of this study with those of studies conducted around 1980 reveals that the concentration of dissolved inorganic N in wet deposition has declined. This suggests that decreased N oxide (NOX) concentrations due to air pollution control measures contribute to the decrease in the nitrate (NO3-N) flux in atmospheric deposition. Despite the reduction in N fluxes from atmospheric deposition, monthly calculations of the impact of atmospheric deposition on Lake Kasumigaura revealed that the total inflow load reached a maximum of 17% for TN and 26% for TP.

大气沉积影响水生和陆地生态系统。本研究对日本第二大湖泊霞aura湖进行了为期7年的大气氮(N)和磷(P)沉积研究。全氮(TN)和全磷(TP)通量的季节变化趋势是春季较高,秋冬较低。结合降水趋势,年际变化可分为三个不同的时期。基于这三个周期估算的年通量表明,全氮通量的预测是准确的。将本研究结果与1980年前后的研究结果进行比较,发现湿沉积中溶解无机氮的浓度有所下降。这表明,大气污染控制措施降低了氮氧化物(NOX)浓度,导致大气沉积中硝态氮(NO3-N)通量减少。尽管大气沉降减少了N通量,但逐月计算的大气沉降对霞aura湖的影响显示,总入流负荷最大,TN为17%,TP为26%。
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引用次数: 0
Optimized deep belief network based on an improved Blood-sucking Leech Optimizer algorithm for wastewater quality forecasting. 基于改进吸血水蛭优化算法的深度信念网络污水水质预测。
IF 2.6 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-08-01 Epub Date: 2025-07-22 DOI: 10.2166/wst.2025.096
Yanping Yao, Xianjun Du

To address the issues of limited exploration capability and premature convergence in the optimization process of the Blood-Sucking Leech Optimizer (BSLO) algorithm, we propose an Improved BSLO (IBSLO) algorithm. Initially, a directional leeches switching mechanism based on an inverted S-shaped nonlinear perceived distance to strike a balance between exploitative and exploratory capabilities of the algorithm. Subsequently, a dynamic perception signal was designed to simulate dynamic stimulus signals, guiding leeches to search and optimize more accurately. Finally, the memory sharing mechanism is incorporated to improve search efficiency and secure the global optimal solution of the algorithm. In addition, the IBSLO algorithm is assessed through 23 benchmark functions and the standard test set from CEC-2017, with its superiority confirmed by a detailed analysis of the algorithm's convergence. To further assess the efficacy of the IBSLO algorithm in addressing practical optimization challenges, it was utilized to enhance the predictive model for crucial water quality parameters within the wastewater treatment procedure. The IBSLO-Deep Belief Network model's prediction results demonstrated superior accuracy compared with other optimization strategies, further confirming the excellent performance of the IBSLO algorithm.

针对吸血水蛭优化算法(blood - suck Leech Optimizer, BSLO)在优化过程中存在探索能力有限和过早收敛的问题,提出了一种改进的吸血水蛭优化算法(blood - suck Leech Optimizer, IBSLO)。首先,基于倒s形非线性感知距离的定向水蛭切换机制,在算法的开发和探索能力之间取得平衡。随后,设计动态感知信号模拟动态刺激信号,引导水蛭更准确地进行搜索和优化。最后,引入内存共享机制,提高了搜索效率,保证了算法的全局最优解。此外,通过23个基准函数和CEC-2017的标准测试集对IBSLO算法进行了评估,并对算法的收敛性进行了详细分析,证实了该算法的优越性。为了进一步评估IBSLO算法在解决实际优化挑战方面的有效性,利用该算法增强了废水处理过程中关键水质参数的预测模型。与其他优化策略相比,IBSLO- deep Belief Network模型的预测结果显示出更高的精度,进一步证实了IBSLO算法的优异性能。
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引用次数: 0
Beneficial effects of micro-electrolysis process in the treatment of TDI wastewater: experimental study and engineering analysis. 微电解工艺处理TDI废水的有益效果:实验研究与工程分析。
IF 2.6 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-08-01 Epub Date: 2025-07-23 DOI: 10.2166/wst.2025.108
Xiaolong Zhao, Jingsheng Xu, Lu Lv

Wastewater generated during toluene diisocyanate (TDI) production contains significant levels of nitrobenzenes (NBs), necessitating preliminary treatment to mitigate biotoxicity and improve biodegradability. Micro-electrolysis has been demonstrated to be an effective method for the degradation of NBs. Combined with Fenton oxidation and biochemical treatment, it has the potential to achieve stable compliance with wastewater standards during TDI production. This study evaluates micro-electrolysis and its synergistic effects with other treatment methods, based on both experimental and engineering practices. Experimental results revealed that micro-electrolysis degraded 48.57% of NBs at a pH of 3 and 0.1% of cast iron powder. Coupling micro-electrolysis with Fenton oxidation boosted degradation to 82.86%. The B/C ratio (B/C, defined as biological oxygen demand/chemical oxygen demand) improved from 0.047 to 0.252. In actual practice, micro-electrolysis reduced the effluent CODcr (chemical oxygen demand with dichromate) of the subsequent Fenton oxidation unit by approximately 24.07%. Furthermore, under the synergistic effect of micro-electrolysis and Fenton oxidation, the effluent CODcr from the hydrolysis-acidification process and the two-stage AO (anoxic-oxic) units were reduced by 28.41 and 15.27%, respectively. These results demonstrate its positive impact on subsequent treatment stages.

甲苯二异氰酸酯(TDI)生产过程中产生的废水含有大量的硝基苯(NBs),需要进行初步处理以减轻生物毒性并提高生物可降解性。微电解已被证明是一种有效的降解NBs的方法。与Fenton氧化和生化处理相结合,在TDI生产过程中具有稳定达标的潜力。本研究基于实验和工程实践,评估微电解及其与其他处理方法的协同效应。实验结果表明,在pH = 3和铸铁粉0.1%的条件下,微电解对NBs的降解率为48.57%。微电解与Fenton氧化耦合使降解率提高到82.86%。B/C比(B/C,定义为生物需氧量/化学需氧量)从0.047提高到0.252。在实际应用中,微电解使后续Fenton氧化装置的出水CODcr(含重铬酸盐的化学需氧量)降低了约24.07%。在微电解和Fenton氧化的协同作用下,水解-酸化工艺出水CODcr和两级AO(缺氧-缺氧)出水CODcr分别降低28.41%和15.27%。这些结果证明了其对后续治疗阶段的积极影响。
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引用次数: 0
Disintegration of digested sludge with the thermal alkaline process to enhance the biogas production. 热碱法分解消化污泥,提高沼气产量。
IF 2.6 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-08-01 Epub Date: 2025-07-23 DOI: 10.2166/wst.2025.109
Xiao Xu, Thomas Dockhorn

Digested sludge (DS) has a high organic content, and due to its large amounts to be disposed of, the post-thermal alkaline process (post-TAP) is investigated for DS disintegration, targeting to improve the organic solubilization for subsequent anaerobic digestion (AD) and reduce sludge volume. Seven DSs were treated at 160 °C for 30 min under pH 9-12 and then anaerobically digested. The maximum biogas yield of post-treated DSs reached 314-361 L/kg VSadded with TAP at pH 9, and the biogas production could be improved by 364-4,423 m3/d in the seven wastewater treatment plants (WWTPs) investigated. Besides, an additional electricity generation of 34% and a reduced sludge volume of 22% could be achieved in a model WWTP. Furthermore, in a model incineration plant with extended TAP and AD, the electricity balance of dewatered DS with 25% total solids (TS) was enhanced by 84.4 kWh/m³.

消化污泥(DS)有机含量高,由于其处理量大,因此研究热后碱性工艺(post-TAP)对DS的分解,旨在提高后续厌氧消化(AD)的有机增溶性,减少污泥体积。7个DSs在160°C、pH 9-12条件下处理30 min,然后厌氧消化。在pH为9的条件下,添加TAP后处理的DSs产气量最高可达314 ~ 361 L/kg, 7个污水处理厂的产气量可提高364 ~ 4423 m3/d。此外,在一个污水处理厂模型中,可以实现34%的额外发电量和减少22%的污泥量。此外,在扩展TAP和AD的模型焚烧厂中,总固体含量为25%的脱水DS的电力平衡提高了84.4 kWh/m³。
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引用次数: 0
Removal of pharmaceutical active compounds in multi-module biochar filter (MmBF) for post-septic tank treatment. 在多模块生物炭过滤器(MmBF)中去除化粪池后处理的药物活性化合物。
IF 2.6 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-08-01 Epub Date: 2025-07-29 DOI: 10.2166/wst.2025.111
Makoto Shigei, Bahare Esfahani, Frank Persson, Sahar S Dalahmeh

Pharmaceutically active compounds (PhACs) in wastewater pose significant environmental risks due to their persistence and potential to disrupt aquatic ecosystems. Onsite wastewater treatment systems (OWTS) often fail to adequately remove PhACs. This study investigated the efficiency of a multi-module biochar filter (MmBF) system as secondary treatment in OWTS for removing PhACs. Two parallel MmBF systems, each comprising six sequential modules filled with biochar, were evaluated for their removal of 25 detected PhACs across multiple pharmaceutical classes. The MmBFs were operated with municipal wastewater as influent for over one year, after which wastewater samples were collected and analysed from the influent and effluent of each module. The MmBFs showed consistent reduction in the aggregated PhACs concentrations by >99% over several sampling occasions, with only six PhACs having less than 95% removal. The first aerobic module M1 contributed to more than 92% of the total removal. The subsequent aerobic modules (M2-M3) provided additional reduction, resulting in over 98% of PhACs removal in the aerobic modules. In contrast, the anoxic modules (M4-M5) had a lower overall contribution, but the removal of specific compounds was observed, suggesting potential anaerobic degradation. This study demonstrates the potential of biochar-based systems as a sustainable option for OWTSs.

废水中的药物活性化合物(PhACs)由于其持久性和破坏水生生态系统的潜力而构成重大的环境风险。现场废水处理系统(OWTS)往往不能充分去除PhACs。本研究考察了多模块生物炭过滤器(MmBF)系统作为OWTS二级处理去除PhACs的效率。两个平行的MmBF系统,每个系统由六个连续的充满生物炭的模块组成,评估了它们对多种药物类别中25种检测到的phac的去除效果。MmBFs以城市污水为输入水运行了一年多,之后从每个模块的进、流出水收集废水样本并进行分析。在几次采样中,mmbf对PhACs的聚集浓度一致降低了50%,只有6种PhACs的去除率低于95%。第一个好氧模块M1对总去除率的贡献超过92%。随后的好氧模块(M2-M3)提供了额外的减少,导致好氧模块中超过98%的PhACs去除率。相比之下,缺氧模块(M4-M5)的总体贡献较低,但观察到特定化合物的去除,表明潜在的厌氧降解。这项研究证明了生物炭基系统作为一种可持续的owts选择的潜力。
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引用次数: 0
Assessing the long-term health risk of non-potable greywater reuse options based on four selected bacterial pathogens. 基于四种选定的细菌病原体评估非饮用水中水回用方案的长期健康风险。
IF 2.6 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-08-01 Epub Date: 2025-07-30 DOI: 10.2166/wst.2025.115
Hagit Neta, Eran Friedler

Global water scarcity drives the need for sustainable water management. Non-potable greywater (GW) reuse offers a viable strategy to reduce urban water demand. However, potential public health risks associated with exposure to pathogens in GW necessitate careful consideration. The World Health Organization (WHO) has established a benchmark of 1×10-6 Disability-Adjusted Life Years (DALYs) per person per year (PPPY) for water-related health risks. This study develops and employs a stochastic Quantitative Microbial Risk Assessment (QMRA) model to evaluate the annual health risks associated with exposure to four bacterial pathogens in GW across eight exposure routes. Results indicate that exposure to raw GW presents an annual probability of illness of 1 × 10-4 PPPY. Conversely, the use of treated GW significantly reduces the illness probability to 3.9 × 10-5 PPPY, and the use of disinfected GW further decreases the risk to 7.1 × 10-7 PPPY, an order of magnitude lower than the WHO's acceptable risk level. The findings indicate that the use of treated-and-disinfected GW, when managed with appropriate precautions, can maintain health risks within the tolerable limits defined by the WHO. This study provides a robust risk assessment framework that can inform the sustainable implementation of hybrid urban water systems.

全球水资源短缺推动了对可持续水资源管理的需求。非饮用灰水(GW)回用为减少城市用水需求提供了一个可行的策略。然而,与GW中病原体接触相关的潜在公共卫生风险需要仔细考虑。世界卫生组织(卫生组织)为与水有关的健康风险确定了每人每年残疾调整生命年(DALYs) 1×10-6的基准。本研究开发并采用随机定量微生物风险评估(QMRA)模型,通过8种暴露途径评估GW中4种细菌病原体暴露相关的年度健康风险。结果表明,暴露于生GW的年发病概率为1 × 10-4 PPPY。相反,使用处理过的GW显著降低患病概率至3.9 × 10-5 PPPY,使用消毒过的GW进一步降低风险至7.1 × 10-7 PPPY,低于WHO可接受的风险水平一个数量级。研究结果表明,在采取适当预防措施的情况下,使用经过处理和消毒的GW可以将健康风险维持在世卫组织规定的可容忍范围内。本研究提供了一个强大的风险评估框架,可以为混合城市水系统的可持续实施提供信息。
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引用次数: 0
The health evaluation and research on obstacle factors of water ecosystems in Dongying City based on the DPSIR model. 基于DPSIR模型的东营市水生态系统健康评价及障碍因子研究
IF 2.6 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-08-01 Epub Date: 2025-07-14 DOI: 10.2166/wst.2025.099
Yuping Han, Yongfang Wang, Mengdie Zhao, Zhuo Jiang, Chang Liu, Yike Liu

The escalating impacts of global climate change and anthropogenic activities have exerted mounting pressures on urban aquatic ecosystems. This study employs Dongying City as a representative case study, where a comprehensive evaluation index system was constructed based on the Driving forces-Pressures-States-Impacts-Responses framework. The system incorporates 27 critical indicators, including population growth rate, gross domestic product (GDP) growth rate, and agricultural fertilizer application intensity, to assess aquatic ecosystem health status. The Technique for Order Preference by Similarity to Ideal Solution model was implemented to evaluate the ecological health status of Dongying City and its adjacent marine areas. Through obstacle factor analysis, key constraints impeding the sustainable development of regional aquatic ecosystems were identified, thereby establishing a theoretical foundation for ecological conservation and restoration initiatives. The findings demonstrate that the aquatic ecosystem's health status in Dongying City consistently attained intermediate or superior levels during the study period, exhibiting a progressive year-on-year improvement trend. Notably, the 'Impacts' subsystem has emerged as the predominant limiting factor for ecosystem health, superseding the previously dominant 'Pressures' subsystem. Multivariate analysis revealed six primary constraining factors: population growth rate, agricultural fertilizer application intensity, pesticide application intensity, macro- and mesozooplankton biomass, GDP growth rate, and phytoplankton density.

随着全球气候变化和人类活动的影响不断加剧,城市水生生态系统面临越来越大的压力。本研究以东营市为例,构建了基于驱动力-压力-状态-影响-响应框架的综合评价指标体系。该系统采用人口增长率、国内生产总值增长率、农业肥料施用强度等27个关键指标来评价水生生态系统的健康状况。采用理想溶液相似度排序偏好法对东营市及其邻近海域的生态健康状况进行评价。通过障碍因子分析,识别出区域水生生态系统可持续发展的关键制约因素,为生态保护与修复提供理论依据。结果表明:东营市水生生态系统健康状况在研究期内一直处于中优水平,并呈现逐年逐步改善的趋势;值得注意的是,“影响”子系统已经成为生态系统健康的主要限制因素,取代了之前占主导地位的“压力”子系统。多因素分析显示,人口增长率、农业肥料施用强度、农药施用强度、宏观和中尺度浮游动物生物量、GDP增长率和浮游植物密度为6个主要制约因素。
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