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Source Journal of Chinese Scientific and Technical Papers
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Volume 43 Issue 3
Mar.  2025
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Article Contents
FU Chengkai, HU Zhen, XU Peipei, LIU Huaqing, WANG Shuo, ZHAO Qian, ZHAO Yanhui, ZHANG Jian. Research progress on formation mechanisms, functional performance, and prevention technologies of clogging in constructed wetland[J]. ENVIRONMENTAL ENGINEERING , 2025, 43(3): 178-190. doi: 10.13205/j.hjgc.202503015
Citation: FU Chengkai, HU Zhen, XU Peipei, LIU Huaqing, WANG Shuo, ZHAO Qian, ZHAO Yanhui, ZHANG Jian. Research progress on formation mechanisms, functional performance, and prevention technologies of clogging in constructed wetland[J]. ENVIRONMENTAL ENGINEERING , 2025, 43(3): 178-190. doi: 10.13205/j.hjgc.202503015

Research progress on formation mechanisms, functional performance, and prevention technologies of clogging in constructed wetland

doi: 10.13205/j.hjgc.202503015
  • Received Date: 2024-12-05
  • Accepted Date: 2025-01-21
  • Rev Recd Date: 2025-01-05
  • Available Online: 2025-06-07
  • Publish Date: 2025-03-01
  • Constructed wetland (CW) has been widely utilized in watershed environmental management and regional water recycling due to its low cost and high water purification efficiency. However, because of processes including nutrient accumulation, excessive microbial growth, and plant decay, CW is prone to clogging after long-term operation, which would seriously affect its water purification efficiency and reduce its service life. Thus, clogging has emerged as one of the critical bottlenecks that limits the large-scale application of CW. The capacity to rapidly and accurately identify the underlying causes of CW clogging, and subsequently implement targeted and effective measures has become the key for ensuring the long-term and stable operation of CW. In this study, a detailed analysis of the impact of clogging processes on the core functions of CW, including water purification, carbon sequestration, and greenhouse gas emission reduction, was conducted. The mechanisms for clogging formation in CW, including particle interception, chemical adsorption and precipitation, plant growth, and microbial metabolism, were systematically elucidated. Especially, the interrelationship between these mechanisms and how their interactions accelerate clogging, which ultimately leading to the degradation of the CW’s overall performance, was thoroughly analyzed. In addition, a comprehensive review was conducted on common and possible CW clogging detection methods from three dimensions, i.e., analysis of water flow field characteristics, analysis of matrix physical characteristics, and analysis of blockage substance characteristics. Currently, various technologies have been used for clogging detection in CW, ranging from traditional tracer detection, hydraulic conductivity measurement, and hydraulic model analysis, to more advanced technologies such as nuclear magnetic resonance sensors and electrical detection technology. The advantages and disadvantages of different detection techniques were compared. Finally, the existing clogging control strategies were summarized from the entire process of CW design, operation, and management, in order to provide a reference for the scientific selection of clogging prevention and control measures for CW. Pre-treatment can reduce suspended solids and organic load in wastewater, reducing the risk of clogging at the source; operational management strategies can optimize the redox environment within the substrate; and by adding chemical oxidants and biological solubilizers, the accumulation of clogging materials can be effectively decomposed or reduced. Future researches should focus on improving the accuracy of CW clogging models, promoting the advancement of clogging detection methods, and regulating microbial metabolic activities to delay or even avoid the occurrence of clogging, aiming at the successful achievement of long-term stability and efficiency operation of CW systems.
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  • [1]
    KOOTTATEP T,PUSSAYANAVIN T,KHAMYAI S,et al. Performance of novel constructed wetlands for treating solar septic tank effluent[J]. Science of the Total Environment,2021,754:142447.
    [2]
    KNOWLES P,DOTRO G,NIVALA J,et al. Clogging in subsurface-flow treatment wetlands:Occurrence and contributing factors[J]. Ecological Engineering,2011,37(2):99-112.
    [3]
    ZENG L,YUAN Y,WANG P,et al. Research progress on clogging mechanism and prevention measures for constructed wetland[J]. Water Purification Technology,2023,42(11):18-26. 曾琳,袁悦,王盼,等. 人工湿地堵塞机制与防治措施研究进展[J]. 净水技术,2023,42(11):18-26.
    [4]
    SU Y J,LIU S,XIE S T. Research progress on blockage problem solutions for subsurface flow constructed wetlands[J]. Wetland Science,2024,22(4):594-602. 苏苑君,刘爽,谢舒婷. 潜流人工湿地堵塞问题解决方案研究进展[J]. 湿地科学,2024,22(4):594-602.
    [5]
    LIU H Q. Study on formation mechanism,functional impact and control technique of substrate clogging in constructed wetland[D]. Jinan:Shandong University,2019. 刘华清. 人工湿地基质堵塞形成机制、作用效能及防治技术研究[D]. 济南:山东大学,2019.
    [6]
    HUA G,KONG J,JI Y,et al. Influence of clogging and resting processes on flow patterns in vertical flow constructed wetlands[J]. Science of The Total Environment,2018,621:1142-1150.
    [7]
    VYMAZAL J. Does clogging affect long-term removal of organics and suspended solids in gravel-based horizontal subsurface flow constructed wetlands?[J]. Chemical Engineering Journal,2018,331:663-674.
    [8]
    ZHU Y X,WU Z Q,XU S R,et al. Effect of bio-clogging on removal of pollutants in constructed wetland[J]. China Water& Wastewater,2023,39(11):69-74. 朱一璇,吴郑清,许仕荣,等. 人工湿地生物堵塞对污染物去除效果的影响[J]. 中国给水排水,2023,39(11):69-74.
    [9]
    JIN F L. Study on Mechanisms of Coupling Effect Between Clogging and Phosphorus Accumulation in Substrate of Subsurface Flow Constructed Wetland[D]. Jinan:Shandong University,2023 金凤林. 潜流人工湿地基质堵塞与磷蓄积耦合作用机制研究[D]. 济南:山东大学,2023.
    [10]
    ZHU Y,YE P,XU S,et al. The influence mechanism of bioclogging on pollution removal efficiency of vertical flow constructed wetland[J]. Water Science and Technology,2020,81(9):1870-1881.
    [11]
    MANDER Ü,LõHMUS K,TEITER S,et al. Gaseous fluxes in the nitrogen and carbon budgets of subsurface flow constructed wetlands[J]. Science of the Total Environment,2008,404(2):343-353.
    [12]
    MOORE T R,DALVA M. Methane and carbon dioxide exchange potentials of peat soils in aerobic and anaerobic laboratory incubations[J]. Soil Biology and Biochemistry,1997,29(8):1157-1164.
    [13]
    SACCO A,SCIUTO L,LICCIARDELLO F,et al. Effects of solids accumulation on greenhouse gas emissions,substrate,plant growth and performance of a mediterranean horizontal flow treatment wetland[J]. Environments,2023,10(2):30.
    [14]
    GUPTA V,SMEMO K A,YAVITT J B,et al. Stable isotopes reveal widespread anaerobic methane oxidation across latitude and peatland type[J]. Environmental Science& Technology,2013,47(15):8273-8279.
    [15]
    PERUJO N,SANCHEZ-VILA X,PROIA L,et al. Interaction between physical heterogeneity and microbial processes in subsurface sediments:A laboratory-scale column experiment[J]. Environmental Science& Technology,2017,51(11):6110-6119.
    [16]
    MAROTTA H,PINHO L,GUDASZ C,et al. Greenhouse gas production in low-latitude lake sediments responds strongly to warming[J]. Nature Climate Change,2014,4(6):467-470.
    [17]
    ZHANG L,WANG X C,DZAKPASU M,et al. Integrated environmental influences quantification of pilot-scale constructed wetlands based on modified ecological footprint assessment[J]. Science of The Total Environment,2022,843:157039.
    [18]
    SUBBAIAH C C,SACHS M M. Molecular and cellular adaptations of maize to flooding stress[J]. Annals of Botany,2003,91(2):119-127.
    [19]
    BAI X. Research of the Effect on Hydrophytes Growth Under Oxygen Stress[D]. Hohhot:Inner Mongolia University,2015. 白雪. 水体氧胁迫对不同水生植物生长的影响研究[D]. 呼和浩特:内蒙古大学,2015.
    [20]
    WANG W L,HAN R M,WANG G X,et al. Research advancements on the radial oxygen loss in wetland plants and its diffusion effect in natural sediments[J]. Acta Ecologica Sinica,2015,35(22):7286-7297. 王文林,韩睿明,王国祥,等. 湿地植物根系泌氧及其在自然基质中的扩散效应研究进展[J]. 生态学报,2015,35(22):7286-7297.
    [21]
    VYMAZAL J,WEI T,ZHAO Y Q,et al. Counting the roles of plants in constructed wetlands for wastewater treatment[J]. China Water& Wastewater,2021,37(2):25-30. VYMAZAL J,卫婷,赵亚乾,等. 细数植物在人工湿地污水处理中的作用[J]. 中国给水排水,2021,37(2):25-30.
    [22]
    HUBBE M A,CHEN H,HEITMANN J A J B. Permeability reduction phenomena in packed beds,fiber mats,and wet webs of paper exposed to flow of liquids and suspensions:A review[J]. BioResources,2009,4:405-451.
    [23]
    PUCHER B,LANGERGRABER G. The state of the art of clogging in vertical flow wetlands[J]. Water,2019,11(11):2400.
    [24]
    CASELLES-OSORIO A,PUIGAGUT J,SEGú E,et al. Solids accumulation in six full-scale subsurface flow constructed wetlands[J]. Water Research,2007,41(6):1388-1398.
    [25]
    HUA G F,ZHU W,ZHAO L F,et al. Clogging pattern in vertical-flow constructed wetlands:Insight from a laboratory study[J]. Journal of Hazardous Materials,2010,180(1):668-674.
    [26]
    ZHUO Y Y,LIU C C,JIANG L,et al. Performance and mechanism of nitrogen and phosphorus removal in iron/manganese ore-based constructed wetlandsfor[J]. Chinese Journal of Environmental Engineering,2023,17(5):1441-1450. 卓亿元,刘草葱,姜蕾,等. 铁/锰矿基人工湿地脱氮除磷性能及机理[J]. 环境工程学报,2023,17(5):1441-1450.
    [27]
    MITTAL Y,SRIVASTAVA P,KUMAR N,et al. Nutrient removal in floating and vertical flow constructed wetlands using aluminium dross:An innovative approach to mitigate eutrophication[J]. Bioresource Technology,2024,410.
    [28]
    BLANCO I,MOLLE P,SáENZ DE MIERA L E,et al. Basic Oxygen Furnace steel slag aggregates for phosphorus treatment. Evaluation of its potential use as a substrate in constructed wetlands[J]. Water Research,2016,89:355-365.
    [29]
    CHEN J,DENG S,JIA W,et al. Removal of multiple heavy metals from mining-impacted water by biochar-filled constructed wetlands:Adsorption and biotic removal routes[J]. Bioresource Technology,2021,331:125061.
    [30]
    PEDESCOLL A,SAMSó R,ROMERO E,et al. Reliability,repeatability and accuracy of the falling head method for hydraulic conductivity measurements under laboratory conditions[J]. Ecological Engineering,2011,37(5):754-757.
    [31]
    XU D,XIAO E,XU P,et al. Performance and microbial communities of completely autotrophic denitrification in a bioelectrochemically-assisted constructed wetland system for nitrate removal[J]. Bioresource Technology,2017,228:39-46.
    [32]
    TANNER C C,SUKIAS J P. Accumulation of organic solids in gravel-bed constructed wetlands[J]. Water Science and Technology,1995,32(3):229-239.
    [33]
    SAMAL K,YASMIN N,KUMARI P. Challenges in the implementation of phyto fuel system(PFS)for wastewater treatment and harnessing bio-energy[J]. Journal of Environmental Chemical Engineering,2020,8(5):104388.
    [34]
    COOPER D,GRIFFIN P,COOPER P. Factors affecting the longevity of sub-surface horizontal flow systems operating as tertiary treatment for sewage effluent[J]. Water Science and Technology,2005,51(9):127-135.
    [35]
    SULIMAN F,FRENCH H K,HAUGEN L E,et al. Change in flow and transport patterns in horizontal subsurface flow constructed wetlands as a result of biological growth[J]. Ecological Engineering,2006,27(2):124-133.
    [36]
    HUANG B B,MENG Q Y,HE C L. The causation and solution for the clogging of subsurface flow wetland[J]. Environmental Engineering,2011,29(S1):378-380,384. 黄炳彬,孟庆义,何春利. 人工潜流湿地堵塞成因及解决措施[J]. 环境工程,2011,29(增刊1):378-380,384.
    [37]
    ZHOU Y,LUO S,YU B,et al. A comparative analysis for the development and recovery processes of different types of clogging in lab-scale vertical flow constructed wetlands[J]. Environmental Science and Pollution Research,2018,25(24):24073-24083.
    [38]
    BASUVARAJ M,FEIN J,LISS S N. Protein and polysaccharide content of tightly and loosely bound extracellular polymeric substances and the development of a granular activated sludge floc[J]. Water Research,2015,82:104-117.
    [39]
    AL-JAROUDI S S,UL-HAMID A,AL-GAHTANI M M. Failure of crude oil pipeline due to microbiologically induced corrosion[J]. Corrosion Engineering,Science and Technology,2011,46(4):568-579.
    [40]
    DE MATOS M P,VON SPERLING M,DE MATOS A T. Clogging in horizontal subsurface flow constructed wetlands:influencing factors,research methods and remediation techniques[J]. Reviews in Environmental Science and Bio-Technology,2018,17(1):87-107.
    [41]
    NIVALA J,KNOWLES P,DOTRO G,et al. Clogging in subsurface-flow treatment wetlands:Measurement,modeling and management[J]. Water Research,2012,46(6):1625-1640.
    [42]
    HEADLEY T R,KADLEC R H. Conducting hydraulic tracer studies of constructed wetlands:a practical guide[J]. Ecohydrology& Hydrobiology,2007,7(3):269-282.
    [43]
    RANIERI E,GORGOGLIONE A,SOLIMENO A. A comparison between model and experimental hydraulic performances in a pilot-scale horizontal subsurface flow constructed wetland[J]. Ecological Engineering,2013,60:45-49.
    [44]
    BORGES A C,DE MATOS A T,CALIJURI M D,et al. Fluorescent dyes for hydrodynamic evaluation of constructed wetlands under tropical conditions[J]. Engenharia Agricola,2009,29(2):301-310.
    [45]
    LANGERGRABER G,HABERL R,LABER J,et al. Evaluation of substrate clogging processes in vertical flow constructed wetlands[J]. Water Science and Technology,2003,48(5):25-34.
    [46]
    SEKI K,MIYAZAKI T. A mathematical model for biological clogging of uniform porous media[J]. Water Resources Research,2001,37(12):2995-2999.
    [47]
    SANFORD W E,STEENHUIS T S,PARLANGE J Y,et al. Hydraulic conductivity of gravel and sand as substrates in rock-reed filters[J]. Ecological Engineering,1995,4(4):321-336.
    [48]
    KNOWLES P R,DAVIES P A. A method for the in-situ determination of the hydraulic conductivity of gravels as used in constructed wetlands for wastewater treatment[J]. Desalination and Water Treatment,2009,5(1):257-266.
    [49]
    MORRIS R H,NEWTON M I,KNOWLES P R,et al. Analysis of clogging in constructed wetlands using magnetic resonance[J]. Analyst,2011,136(11):2283-2286.
    [50]
    LIU H Q,HU Z,SONG S Y,et al. Quantitative detection of clogging in horizontal subsurface flow constructed wetland using the resistivity method[J]. Water,2018,10(10):1334.
    [51]
    LIU H,LIU Z,MORATó J,et al. Evaluation of substrate clogging in a full-scale horizontal subsurface flow treatment wetland using electrical resistivity tomography with an optimized electrode configuration[J]. Science of the Total Environment,2022,824:153981.
    [52]
    DING Y L,XIAO J R,BAI S Y,et al. Detection method of constructed wetland clogging based on resistivity method[J]. Chinese Journal of Environmental Engineering,2022,16(2):697-704. 丁彦礼,肖敬瑞,白少元,等. 基于电阻率法的人工湿地堵塞区域探测方法[J]. 环境工程学报,2022,16(2):697-704.
    [53]
    REVIL A. Spectral induced polarization of shaly sands:Influence of the electrical double layer[J]. Water Resources Research,2012,48(2).
    [54]
    GARCIA-ARTIGAS R,HIMI M,REVIL A,et al. Time-domain induced polarization as a tool to image clogging in treatment wetlands[J]. Science of the Total Environment,2020,724.
    [55]
    JUANG D F,YANG P C,CHOU H Y,et al. Effects of microbial species,organic loading and substrate degradation rate on the power generation capability of microbial fuel cells[J]. Biotechnology Letters,2011,33(11):2147-2160.
    [56]
    CORBELLA C,GARCíA J,PUIGAGUT J. Microbial fuel cells for clogging assessment in constructed wetlands[J]. Science of the Total Environment,2016,569-570:1060-1063.
    [57]
    KADLEC R H,WALLACE S D. Treatment Wetlands[M]. Boca Raton:CRC Press,2009.
    [58]
    LANGERGRABER G,ŠIMůNEK J. Modeling variably saturated water flow and multicomponent reactive transport in constructed wetlands[J]. Vadose Zone Journal,2005,4(4):924-938.
    [59]
    GIRALDI D,DE’MICHIELI VITTURI M,ZARAMELLA M,et al. Hydrodynamics of vertical subsurface flow constructed wetlands:Tracer tests with rhodamine WT and numerical modelling[J]. Ecological Engineering,2009,35(2):265-273.
    [60]
    JOL H M. Ground Penetrating Radar Theory and Applications[M]. Amsterdam:Elsevier,2008.
    [61]
    MATOS M P,von SPERLING M,MATOS A T,et al. Clogging in constructed wetlands:Indirect estimation of medium porosity by analysis of ground-penetrating radar images[J]. Science of the Total Environment,2019,676:333-342.
    [62]
    LEGCHENKO A,J-M BALTASSAT,BOBACHEV A,et al. Magnetic Resonance Sounding Applied to Aquifer Characterization[J]. Groundwater,2004,42(3):363-373.
    [63]
    MORRIS R H,NEWTON M I,KNOWLES P R,et al. Analysis of clogging in constructed wetlands using magnetic resonance[J]. Analyst,2011,136(11):2283-2286.
    [64]
    DOHERTY L,ZHAO Y Q,ZHAO X H,et al. Nutrient and organics removal from swine slurry with simultaneous electricity generation in an alum sludge-based constructed wetland Incorporating microbial fuel cell technology[J]. Chemical Engineering Journal,2015,266:74-81.
    [65]
    MIRANDA S T,MATOS A T D,MATOS M P D,et al. Influence of the substrate type and position of plant species on clogging and the hydrodynamics of constructed wetland systems[J]. Journal of Water Process Engineering,2019,31:100871.
    [66]
    LI A F,XU W J,PAN T,et al,Applications of anti-clogging system in restoration of eutrophicated landscape water by constructed wetlands[J]. China Water& Wastewater,2013,29(19):26-29,33. 李安峰,徐文江,潘涛,等. 人工湿地修复富营养化景观水体的防堵塞研究[J]. 中国给水排水,2013,29(19):26-29,33.
    [67]
    XU J,LO S L,XU L,et al. Comparison of semi-natural and constructed wetlands for agricultural wastewater treatment[J]. Desalination and Water Treatment,2015,54(11):2959-2968.
    [68]
    MOHAMED A Y A,SIGGINS A,HEALY M G,et al. A novel hybrid coagulation-constructed wetland system for the treatment of dairy wastewater[J]. Science of the Total Environment,2022,847:157567.
    [69]
    MASI F,RIZZO A,MARTINUZZI N,et al. Upflow anaerobic sludge blanket and aerated constructed wetlands for swine wastewater treatment:a pilot study[J]. Water Science and Technology,2017,76(1):68-78.
    [70]
    CASELLES-OSORIO A,GARCIA J. Effect of physico-chemical pretreatment on the removal efficiency of horizontal subsurface-flow constructed wetlands[J]. Environmental Pollution,2007,146(1):55-63.
    [71]
    RUIZ I,DíAZ M A,CRUJEIRAS B,et al. Solids hydrolysis and accumulation in a hybrid anaerobic digester-constructed wetlands system[J]. Ecological Engineering,2010,36(8):1007-1016.
    [72]
    SHEN C,YANG D,DONG B. A new operation mode solving clogging problems of horizontal subsurface constructed wetlands[J]. Water Science and Technology,2010,62(5):1045-1051.
    [73]
    LI J,ZHENG L,YE C,et al. Evaluation of an intermittent-aeration constructed wetland for removing residual organics and nutrients from secondary effluent:Performance and microbial analysis[J]. Bioresource Technology,2021,329:124897.
    [74]
    LIU R,FU J,ZHANG R,et al. Preparation of a new oxygen releasing material and its application to wetland unclogging[J]. Environmental Pollution& Control,2019,41(4):382-386,392.
    [75]
    WU S B,ZHANG D X,AUSTIN D,et al. Evaluation of a lab-scale tidal flow constructed wetland performance:Oxygen transfer capacity,organic matter and ammonium removal[J]. Ecological Engineering,2011,37(11):1789-1795.
    [76]
    LI C Y,WU S B,DONG R J. Dynamics of organic matter,nitrogen and phosphorus removal and their interactions in a tidal operated constructed wetland[J]. Journal of Environmental Management,2015,151:310-316.
    [77]
    NIVALA J,ROUSSEAU D P L. Reversing clogging in subsurface-flow constructed wetlands by hydrogen peroxide treatment:two case studies[J]. Water Sci Technol,2009,59(10):2037-2046.
    [78]
    WALLACE S,KNIGHT R L. Small scale constructed wetland treatment systems:feasibility,design criteria and O&M requirements[C]// Water Environment Research Foundation(WERF),2006,London:IWA 2006.
    [79]
    LIU X G,CHENG F,ZHAO Y X,et al. Hydraulic efficiency of modular constructed wetland[J]. Wetland Science,2022,20(4):475-482. 刘兴国,程峰,赵宇曦,等. 模块化人工湿地的水力效率研究[J]. 湿地科学,2022,20(4):475-482.
    [80]
    ZHAO Y Q,SUN G,ALLEN S J. Anti-sized reed bed system for animal wastewater treatment:a comparative study[J]. Water Research,2004,38(12):2907-2917.
    [81]
    POZO-MORALES L,FRANCO M,GARVI D,et al. Influence of the stone organization to avoid clogging in horizontal subsurface-flow treatment wetlands[J]. Ecological Engineering,2013,54:136-144.
    [82]
    FU G,ZHANG J,CHEN W,et al. Medium clogging and the dynamics of organic matter accumulation in constructed wetlands[J]. Ecological Engineering,2013,60:393-398.
    [83]
    SONG Z X,BAI S Y,XIE Q L,et al. Effect of cannot roots on the hydraulic characteristics of the horizontal subsurface flow constructed wetlands with different matrix structures[J]. Acta Scientiae Circumstantiae,2014,34(6):1505-1509. 宋志鑫,白少元,解庆林,等. 美人蕉根系对不同基质结构水平潜流人工湿地水力特性的影响[J]. 环境科学学报,2014,34(6):1505-1509.
    [84]
    HEERY M A. Modular Wetland System:A history of wetland treatment and case study of an advanced subsurface flow wetland to treat stormwater and continuous nuisance flows[C]// Low Impact Development International Conference(LID),2010.
    [85]
    HEERY M A. Modular wetland system:a history of wetland treatment and case study of an advanced subsurface flow wetland to treat stormwater and continuous nuisance flows,low impact development 2010:Redefining Water in the City,2010.
    [86]
    GUOFEN H,WEI Z,LIANFANG Z,et al. Applying solubilization treatment to reverse clogging in laboratory-scale vertical flow constructed wetlands[J]. Water Science and Technology,2010,61(6):1479-1487.
    [87]
    JOHANN S,T-B SEILER,TISO T,et al. Mechanism-specific and whole-organism ecotoxicity of mono-rhamnolipids[J]. Science of the Total Environment,2016,548-549:155-163.
    [88]
    KIM L H,JUNG Y,KIM S J,et al. Use of rhamnolipid biosurfactant for membrane biofouling prevention and cleaning[J]. Biofouling,2015,31(2):211-220.
    [89]
    TANG P,XIANG Z,ZHOU Y,et al. Enzyme treatment improves the performance of laboratory-scale vertical flow constructed wetland[J]. Bioresource Technology,2018,268:665-671.
    [90]
    WANG G F,JIN Q,LI X N. Improving rural sewage treatment efficiency of vertical-flow constructed wetland by adding earthworms[J]. China Water& Wastewater,2009,25(23):10-14. 王国芳,金秋,李先宁. 蚯蚓改善垂直潜流人工湿地处理农村污水效能的研究[J]. 中国给水排水,2009,25(23):10-14.
    [91]
    LI H,WANG S,YE J,et al. A practical method for the restoration of clogged rural vertical subsurface flow constructed wetlands for domestic wastewater treatment using earthworm[J]. Water Sci Technol,2011,63:283-290.
    [92]
    PING T,ZESHUN X,PENGHUI M,et al. Laboratory investigation on Bacillus subtilis addition to alleviate bio-clogging for constructed wetlands[J]. Environmental Research,2021,194:110642.
    [93]
    YANG M Y. Research on Physical Clogging Process and Model Construction Based on Vertical Subsurface Flow Constructed Wetland Laboratory System[D]. Changchun:Northeast Normal University,2017. 杨萌尧. 基于垂直潜流人工湿地实验系统的物理堵塞过程研究及模型构建[D]. 长春:东北师范大学,2017.
    [94]
    ZHOU P,WANG X,CHAI T. Multiobjective operation optimization of wastewater treatment process based on reinforcement self-learning and knowledge guidance[J]. IEEE Transactions on Cybernetics,2023,53(11):6896-6909.
    [95]
    SALUNKE P,KATE J. Advanced smart sensor interface in internet of things for water quality monitoring[C]// Proceedings of the 2017 International Conference on Data Management,Analytics and Innovation(ICDMAI),2017.
    [96]
    GARRIDO M V,PERIS M. Smart sensors in environmental/water quality monitoring using IoT and cloud services[J]. Trends in Environmental Analytical Chemistry,2022,35:e00173.
    [97]
    BONNER R,AYLWARD L,KAPPELMEYER U,et al. Combining tracer studies and biomimetic design principles to investigate clogging in constructed wetlands[J]. Water SA,2018,44(4):764-770.
    [98]
    LIU Q,DONG D,JIN Y,et al. Quorum sensing bacteria improve microbial networks stability and complexity in wastewater treatment plants[J]. Environment International,2024,187:108659.
    [99]
    JIANG C,ZHONG H,JIN Y,et al. Mechanisms of microbial fuel cells alleviating bio-clogging in constructed wetlands[J]. Journal of Water Process Engineering,2024,67:106275.
    [100]
    WANG Y C,WANG C,HAN M F,et al. Inhibiting effect of quorum quenching on biomass accumulation:A clogging control strategy in gas biofilters[J]. Chemical Engineering Journal,2022,432:134313.
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