Biochar-augmented biofilters to improve pollutant removal from stormwater – can they improve receiving water quality?

Alexandria B. Boehm, Colin D. Bell, Nicole J. M. Fitzgerald, Elizabeth Gallo, Christopher P. Higgins, Terri S. Hogue, Richard G. Luthy, Andrea C. Portmann, Bridget A. Ulrich and Jordyn M. Wolfand

Environ. Sci.: Water Res. Technol., 2020, 6, 1520
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Biofilters and bioretention systems: the role of biochar in the blue-green city concept for stormwater management

K. S. D. Premarathna, Jayanta Kumar Biswas, Manish Kumar, Sunita Varjani, Bede Mickan, Pau Loke Show, Sie Yon Lau, Luís A. B. Novo and Meththika Vithanage

Environ. Sci.: Water Res. Technol., 2023, 9, 3103
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Fungal diversity and key functional gene abundance in Iowa bioretention cells: implications for stormwater remediation potential

Erica A. Wiener, Jessica M. Ewald and Gregory H. LeFevre

Environ. Sci.: Processes Impacts, 2024, 26, 1796
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Inverted versus Raised: The Impact of Bioretention Underdrain Height on Internal Water-Storage Hydraulics

Adrienne G. Donaghue, Sarah Beganskas and Erica R. McKenzie

J. Sustainable Water Built Environ., 2022, 8
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Multiple Pathways to Bacterial Load Reduction by Stormwater Best Management Practices: Trade-Offs in Performance, Volume, and Treated Area

Jordyn M. Wolfand, Colin D. Bell, Alexandria B. Boehm, Terri S. Hogue and Richard G. Luthy

Environ. Sci. Technol., 2018, 52, 6370
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Suitability of substrate and vegetation for tropical green roofs

Awangku Mohamad Mizan bin Pengiran Damit, Michael Lai Hing Fatt, Asmaal Muizz Sallehhin Bin Hj Mohammad Sultan and Shahriar Shams

Journal of Applied Water Engineering and Research, 2024, 12, 245
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Multifunctional bioretention basins as urban stepping stone habitats for wildflowers and pollinators

Mona Chor Bjørn and Andy G. Howe

Urban Forestry & Urban Greening, 2023, 90, 128133
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Soil structure dynamics in constructed Technosols for bioretention cells: X-ray microtomography study

Petra Heckova, John Koestel, Ales Klement, Radka Kodesova and Michal Snehota

J Soils Sediments, 2024
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Plant-Microbe Interactions Drive Denitrification Rates, Dissolved Nitrogen Removal, and the Abundance of Denitrification Genes in Stormwater Control Measures

Natalie Morse, Emily Payne, Rebekah Henry, Belinda Hatt, Gayani Chandrasena, James Shapleigh, Perran Cook, Scott Coutts, Jon Hathaway, M. Todd Walter and David McCarthy

Environ. Sci. Technol., 2018, 52, 9320
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Prioritizing Suitable Locations for Green Stormwater Infrastructure Based on Social Factors in Philadelphia

Zachary Christman, Mahbubur Meenar, Lynn Mandarano and Kyle Hearing

Land, 2018, 7, 145
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Characteristics of nitrogen distribution and its response to microecosystem changes in green infrastructure with different woody plants

Bei Zhang, Liang Chen, Qizhong Guo, Zhaoxin Zhang and Jijian Lian

Chemosphere, 2023, 313, 137371
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Urban stormwater characterization, control, and treatment

Carolyn M. Rodak, Trisha L. Moore, Ray David, Anand D. Jayakaran and Jason R. Vogel

Water Environment Research, 2019, 91, 1034
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Balancing Hydraulic Control and Phosphorus Removal in Bioretention Media Amended with Drinking Water Treatment Residuals

Michael R. Ament, Stephanie E. Hurley, Mark Voorhees, Eric Perkins, Yongping Yuan, Joshua W. Faulkner and Eric D. Roy

ACS EST Water, 2021, 1, 688
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Concepts and evolution of urban hydrology

Tim D. Fletcher, Matthew J. Burns, Kathryn L. Russell, Perrine Hamel, Sophie Duchesne, Frédéric Cherqui and Allison H. Roy

Nat Rev Earth Environ, 2024, 5, 789
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Performance of experimental bioretention cells during the first year of operation

Petra Hečková, Vojtěch Bareš, David Stránský and Michal Sněhota

Journal of Hydrology and Hydromechanics, 2022, 70, 42
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The Greatest Opportunity for Green Stormwater Infrastructure Is to Advance Environmental Justice

Gregory H. LeFevre, Marccus D. Hendricks, Maya E. Carrasquillo, Lauren E. McPhillips, Brandon K. Winfrey and James R. Mihelcic

Environ. Sci. Technol., 2023, 57, 19088
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Effects of Vegetation and Saturated Zone in Cascaded Bioretention on Enhancing Nutrient Removal

Manal Osman, Husna Takaijudin, Arash Massoudieh and Hui Weng Goh

Environmental Engineering Research, 2022, 28, 220154
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White Rot Fungi Produce Novel Tire Wear Compound Metabolites and Reveal Underappreciated Amino Acid Conjugation Pathways

Erica A. Wiener and Gregory H. LeFevre

Environ. Sci. Technol. Lett., 2022, 9, 391
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Factors affecting the hydrological response of substrate material for green roofs and bioretention

Yifeng Qin, Mingsheng Chen, Xudong Li and Jiangping Qiu

IOP Conf. Ser.: Earth Environ. Sci., 2021, 821, 012009
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Benzotriazole Uptake and Removal in Vegetated Biofilter Mesocosms Planted with Carex praegracilis

James Conrad Pritchard, Yeo-Myoung Cho, Negin Ashoori, Jordyn M. Wolfand, Jeff D. Sutton, Margaret E. Carolan, Eduardo Gamez, Khoa Doan, Joshua S. Wiley and Richard G. Luthy

Water, 2018, 10, 1605
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Nitrogen and phosphorus removal in a bioretention cell experiment receiving agricultural runoff from a dairy farm production area during third and fourth years of operation

Jillian Sarazen, Stephanie Hurley and Joshua Faulkner

J of Env Quality, 2023, 52, 149
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Selecting tree species with high transpiration and drought avoidance to optimise runoff reduction in passive irrigation systems

Jasmine K. Thom, Stephen J. Livesley, Tim D. Fletcher, Claire Farrell, Stefan K. Arndt, Janina Konarska and Christopher Szota

Science of The Total Environment, 2022, 812, 151466
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Effects of Rock Covering on Underlying Engineered Media in Bioretention Practices in Middle Tennessee, USA

Blue Curry, Andrea Ludwig and Michael Essington

Contemporary Water Research, 2024, 179, 2
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Metal speciation in stormwater bioretention: Removal of particulate, colloidal and truly dissolved metals

Katharina Lange, Heléne Österlund, Maria Viklander and Godecke-Tobias Blecken

Science of The Total Environment, 2020, 724, 138121
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Dolomite dissolution, pH neutralization, and potentially toxic element immobilization in stormwater bioretention beds

Abdullah Al-Amin and Erica R. McKenzie

Science of The Total Environment, 2025, 961, 178369
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Hydrological performance of bioretention in field experiments and models: A review from the perspective of design characteristics and local contexts

Tinghao Huang, Jérémie Sage, Didier Técher and Marie-Christine Gromaire

Science of The Total Environment, 2025, 965, 178684
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Sustainable Stormwater Management and Bioretention: An Overview of Reviews of the Last 10 Years

Livia Bonciarelli, Fabio Orlandi, Desirée Muscas and Marco Fornaciari

Land, 2025, 14, 736
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Bioretention Systems Optimization and Design Characterization Model Using Fuzzy Rough Set Theory

Fredelino A. Galleto, Melvin K. Cabatuan, Aaron Don M. Africa, Marla C. Maniquiz-Redillas, Jay M. Navaluna, John Christian Q. Herrera, Aristotle T. Ubando, Alvin B. Culaba and Mark Christian Felipe R. Redillas

Water, 2022, 14, 2037
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Green stormwater infrastructure redirects deicing salt from surface water to groundwater

Charles R. Burgis, Gail M. Hayes, Derek A. Henderson, Wuhuan Zhang and James A. Smith

Science of The Total Environment, 2020, 729, 138736
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Development of a Constructed Wetland for Greywater Treatment for Reuse in Arid Regions: Case Study in Rural Burkina Faso

Ynoussa Maiga, Cheik Omar Tidiane Compaoré, Martine Diallo/Koné, Seyram Kossi Sossou, Hermann YempalaSomé, Mamady Sawadogo, Issa Nagalo, James R. Mihelcic and Aboubakar Sidiki Ouattara

Water, 2024, 16, 1927
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Effects of Saline–Alkali Composite Stress on the Growth and Soil Fixation Capacity of Four Herbaceous Plants

Jingjing Jian, Wenxin Su, Yule Liu, Mengqi Wang, Xiangwei Chen, Enheng Wang and Junxin Yan

Agronomy, 2024, 14, 1556
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The impact of stormwater biofilter design and operational variables on nutrient removal - a statistical modelling approach

Kefeng Zhang, Yizhou Liu, Ana Deletic, David T. McCarthy, Belinda E. Hatt, Emily G.I. Payne, Gayani Chandrasena, Yali Li, Tracey Pham, Behzad Jamali, Edoardo Daly, Tim D. Fletcher and Anna Lintern

Water Research, 2021, 188, 116486
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Plants against pathogens: Effect of significant antimicrobial-producing plants on faecal microbe inactivation throughout the soil profile of stormwater biofilters

P. Galbraith, R. Henry and D.T. McCarthy

Water Research, 2022, 221, 118707
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Green Infrastructure’s Role in Climate Change Adaptation: Summarizing the Existing Research in the Most Benefited Policy Sectors

Ana Kadić, Biljana Maljković, Katarina Rogulj and Jelena Kilić Pamuković

Sustainability, 2025, 17, 4178
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Role of Vegetation as a Mitigating Factor in the Urban Context

Francesco Ferrini, Alessio Fini, Jacopo Mori and Antonella Gori

Sustainability, 2020, 12, 4247
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How has it changed? A comparative field evaluation of bioretention infiltration and treatment performance post-construction and at maturity

Sylvie Spraakman, Tim Van Seters, Jennifer Drake and Elodie Passeport

Ecological Engineering, 2020, 158, 106036
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Evaluation of a Pretreatment Intake System for Reducing Particulate Loading to a Bioretention Cell

Loulou C. Dickey, Chris R. Rehmann, Michael A. Perez and Kaoru Ikuma

J. Sustainable Water Built Environ., 2025, 11
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Nursery Runoff Treatment by Novel Biochar-Amended Bioretention Systems

Nicholas Richardson, Natchaya Luangphairin, Ananda S. Bhattacharjee, Mahmood H. Nachabe and Sarina J. Ergas

Water, 2025, 17, 330
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Designing sustainable drainage systems in subtropical cities: Challenges and opportunities

Season S. Chen, Daniel C.W. Tsang, Mingjing He, Yuqing Sun, Leslie S.Y. Lau, Richard W.M. Leung, Edwin S.C. Lau, Deyi Hou, An Liu and Sanjay Mohanty

Journal of Cleaner Production, 2021, 280, 124418
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Green Infrastructure in Series Reduces Thermal Impacts of Stormwater Runoff

Charitha Gunawardana, Matthew Dupasquier and Walter McDonald

J. Sustainable Water Built Environ., 2023, 9
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A review of bioretention components and nutrient removal under different climates—future directions for tropics

Hui Weng Goh, Khe Sin Lem, Nor Ariza Azizan, Chun Kiat Chang, Amin Talei, Cheng Siang Leow and Nor Azazi Zakaria

Environ Sci Pollut Res, 2019, 26, 14904
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Experimental Study on Purification Effect of Biochemical Pool Model for Treatment of Pavement Runoff by Aquatic Plants

Qinge Wang, He Cao, Huanan Yu, Luwei Zhao, Jinchan Fan and Yingqing Wang

Sustainability, 2020, 12, 2428
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Functional Group Properties and Position Drive Differences in Xenobiotic Plant Uptake Rates, but Metabolism Shares a Similar Pathway

Claire P. Muerdter, Megan M. Powers, Danielle T. Webb, Sraboni Chowdhury, Kaitlyn E. Roach and Gregory H. LeFevre

Environ. Sci. Technol. Lett., 2023, 10, 596
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Understanding a wood-derived biochar's impact on stormwater quality, plant growth, and survivability in bioretention soil mixtures

Derya Akpinar, Sraboni Chowdhury, Jing Tian, Mingxin Guo, Susan Barton and Paul T. Imhoff

Journal of Environmental Management, 2023, 348, 119359
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A comparative life-cycle assessment and cost analysis of biofilters amended with sludge-based activated carbon and commercial activated carbon for stormwater treatment

Badr A. Mohamed, Carol Huang, Nico Mok, Omar Swei, Chris Johnston and Loretta Y. Li

Journal of Hazardous Materials, 2023, 445, 130632
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Microbial diversity for the improvement of nitrogen removal in stormwater bioretention cells with three aquatic plants

XiaoJun Zuo, HongSheng Zhang and Jianghua Yu

Chemosphere, 2020, 244, 125626
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Effects of Regional Climate and BMP Type on Stormwater Nutrient Concentrations in BMPs: A Meta-Analysis

Isabelle R. Horvath, Kun Zhang, Brooke K. Mayer and Anthony J. Parolari

Environ. Sci. Technol., 2023, 57, 5079
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Nature-Based Solutions and Real-Time Control: Challenges and Opportunities

José Brasil, Marina Macedo, César Lago, Thalita Oliveira, Marcus Júnior, Tassiana Oliveira and Eduardo Mendiondo

Water, 2021, 13, 651
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A community-scale study on nature-based solutions (NBS) for stormwater management under tropical climate: The case of the Asian Institute of Technology (AIT), Thailand

Fahad Ahmed, Ho Huu Loc, M. S. Babel and Juergen Stamm

Journal of Hydroinformatics, 2024, 26, 1080
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Nutrient transport, shear strength and hydraulic characteristics of topsoils amended with mulch, compost and biosolids

Sai Thejaswini Pamuru, Jennifer Morash, John D. Lea-Cox, Andrew G. Ristvey, Allen P. Davis and Ahmet H. Aydilek

Science of The Total Environment, 2024, 918, 170649
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Wastewater Management Strategies in Rural Communities Using Constructed Wetlands: The Role of Community Participation

Brenda Lizeth Monzón-Reyes, Humberto Raymundo González-Moreno, Alex Elías Álvarez Month, Alexi Jose Peralta Vega, Gaston Ballut-Dajud and Luis Carlos Sandoval Herazo

Earth, 2025, 6, 18
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Application of Artificial Intelligence in the Process of Ecological Water Environment Governance and Its Impact on Economic Growth

Ying Wei and Sang-Bing Tsai

Mathematical Problems in Engineering, 2021, 2021, 1
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Green engineered mulch for phosphorus and metal removal from stormwater runoff in bioretention systems

Viravid Na Nagara, Dibyendu Sarkar, Michel Boufadel and Rupali Datta

Chemosphere, 2023, 331, 138779
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Water use strategy determines the effectiveness of internal water storage for trees growing in biofilters subject to repeated droughts

Paul A. Hanley, Stephen J. Livesley, Tim D. Fletcher and Christopher Szota

Science of The Total Environment, 2023, 894, 164762
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Screening of representative rainfall event series for long-term hydrological performance evaluation of grassed swales

Feikai Yang, Dafang Fu, Chris Zevenbergen, Floris C. Boogaard and Rajendra Prasad Singh

Environ Sci Pollut Res, 2024
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Enhancing Urban Resilience: Stormwater Retention and Evapotranspiration Performance of Green Roofs Under Extreme Rainfall Events

Marc Breulmann, Amelie Merbach, Katy Bernhard and Lucie Moeller

Land, 2025, 14, 977
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How to deal with xenobiotic compounds through environment friendly approach?

Mony Thakur, Vinod Yadav, Yatin Kumar, Avijit Pramanik and Kashyap Kumar Dubey

Critical Reviews in Biotechnology, 2024, 44, 1574
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Impact of vegetation selection on nitrogen and phosphorus processing in bioretention containers

Claire P. Muerdter, Daniel J. Smith and Allen P. Davis

Water Environment Research, 2020, 92, 236
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Long-term nitrogen and phosphorus removal, shifts of functional bacteria and fate of resistance genes in bioretention systems under sulfamethoxazole stress

Yan Xu, Danyi Zhang, Qingju Xue, Chibin Bu, Yajun Wang, Benchi Zhang, Ying Wang and Qingdong Qin

Journal of Environmental Sciences, 2023, 126, 1
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Plant potential to improve the pollutant treatment capacity of decentralised bioretention systems: insights and research prospects

A Rougier, M Danger and D Techer

Int. J. Environ. Sci. Technol., 2025, 22, 10855
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Establishment and implementation of green infrastructure practice for healthy watershed management: Challenges and perspectives

Bo-Wei Liu, Ming-Huang Wang, Tse-Lun Chen, Po-Chih Tseng, Yongjun Sun, Andrew Chiang and Pen-Chi Chiang

Water-Energy Nexus, 2020, 3, 186
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Performance of wood waste biochar and food waste compost in a pilot-scale sustainable drainage system for stormwater treatment

Jittrera Buates, Yuqing Sun, Mingjing He, Sanjay K. Mohanty, Eakalak Khan and Daniel C.W. Tsang

Environmental Pollution, 2024, 348, 123767
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The Common Approaches of Nitrogen Removal in Bioretention System

Wafaa Ali, Husna Takaijudin, Khamaruzaman Wan Yusof, Manal Osman and Abdurrasheed Sa’id Abdurrasheed

Sustainability, 2021, 13, 2575
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A suitable deterministic modeling approach of urban stormwater nutrient, metal and organic pollutant removal in plant biofiltration

Dylan Jacklin, Izak van der Merwe and Isobel Brink

Urban Water Journal, 2022, 19, 975
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Green Stormwater Infrastructure Planning in Urban Landscapes: Understanding Context, Appearance, Meaning, and Perception

Mahbubur Meenar, Jordan Howell, Devon Moulton and Shane Walsh

Land, 2020, 9, 534
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Stormwater Treatment Effectiveness of Established Lined Bioretention Facilities in Portland, Oregon

Emma Kohlsmith, Jennifer Morse, Cara Poor and Jason Law

J. Sustainable Water Built Environ., 2021, 7
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Stormwater Bioretention Cells Are Not an Effective Treatment for Persistent and Mobile Organic Compounds (PMOCs)

Timothy F. M. Rodgers, Langping Wu, Xinyao Gu, Sylvie Spraakman, Elodie Passeport and Miriam L. Diamond

Environ. Sci. Technol., 2022, 56, 6349
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How well do stormwater green infrastructure respond to changing climatic conditions?

Harsha Fowdar, Emily Payne, Christelle Schang, Kefeng Zhang, Ana Deletic and David McCarthy

Journal of Hydrology, 2021, 603, 126887
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Research on Operation Efficiency Prediction and Optimization of Biological Retention System Based on GA-BP Neural Network Model

Feiwu Chen, Qian Zhang, Sheming Chen and Yingwei Yuan

Sustainability, 2023, 15, 10990
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Effects of plant species and traits on metal treatment and phytoextraction in stormwater bioretention

Katharina Lange, Maria Viklander and Godecke-Tobias Blecken

Journal of Environmental Management, 2020, 276, 111282
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Treatment of Dairy Farm Runoff in Vegetated Bioretention Systems Amended with Biochar

Md Yeasir A. Rahman, Nicholas Richardson, Mahmood H. Nachabe and Sarina J. Ergas

Water, 2024, 16, 1347
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A comprehensive review on the long-term performance of stormwater biofiltration systems (SBS): Operational challenges and future directions

Feikai Yang, Dafang Fu, Chris Zevenbergen and Eldon R. Rene

Journal of Environmental Management, 2022, 302, 113956
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Plant Density and Health Evaluation in Green Stormwater Infrastructure Using Unmanned-Aerial-Vehicle-Based Imagery

Jingwen Xue, Xuejun Qian, Dong Hee Kang and James G. Hunter

Applied Sciences, 2024, 14, 4118
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Removal and release of microplastics and other environmental pollutants during the start-up of bioretention filters treating stormwater

Glenn Johansson, Karin Karlfeldt Fedje, Oskar Modin, Marie Haeger-Eugensson, Wolfgang Uhl, Yvonne Andersson-Sköld and Ann-Margret Strömvall

Journal of Hazardous Materials, 2024, 468, 133532
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Reviewing designed plant communities’ potential for optimizing the performance of urban nature-based solutions

Ella Uppala, Johanna Deak Sjöman, Tobias Emilsson and Marcus Hedblom

Nature-Based Solutions, 2025, 7, 100212
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Evaluating bioretention scale effect on stormwater retention and pollutant removal

Glaucia Ghesti Pivetta, Rutineia Tassi and Daniel Gustavo Allasia Piccilli

Environ Sci Pollut Res, 2022, 30, 15561
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Evaluating the Effectiveness of Bioretention Cells for Urban Stormwater Management: A Systematic Review

Shaahin Nazarpour, Ilaria Gnecco and Anna Palla

Water, 2023, 15, 913
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The Influence of Plants on the Migration and Transformation of Nitrogen in Plant-Soil Systems: a Review

Bei Zhang, Liang Chen, Song Jin, Qizhong Guo and Jie Hou

J Soil Sci Plant Nutr, 2022, 22, 4084
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Biological nitrogen removal from stormwater in bioretention cells: a critical review

Basanta Kumar Biswal, Kuppusamy Vijayaraghavan, Max Gerrit Adam, Daryl Lee Tsen-Tieng, Allen P. Davis and Rajasekhar Balasubramanian

Critical Reviews in Biotechnology, 2022, 42, 713
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LiDAR based urban vegetation mapping as a basis of green infrastructure planning

Krzysztof Pyszny, Mariusz Sojka, Rafał Wróżyński, K. Jóźwiakowski and T. Ciesielczuk

E3S Web Conf., 2020, 171, 02008
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Performance of a gross pollutant trap-biofilter and sand filter treatment train for the removal of organic micropollutants from highway stormwater (field study)

Ali Beryani, Kelsey Flanagan, Maria Viklander and Godecke-Tobias Blecken

Science of The Total Environment, 2023, 900, 165734
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Mitigating riparian buffer zone degradation through policy interventions and learnings from best practices

Aditi Majumdar and Kirti Avishek

Discov Environ, 2025, 3
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Sources and Impacts of Uncertainty in Uncalibrated Bioretention Models Using SWMM 5.1.012

Elizabeth Fassman-Beck and Firas Saleh

J. Sustainable Water Built Environ., 2021, 7
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Community Perceptions and Knowledge of Modern Stormwater Treatment Assets

Hadi Zamanifard, Edward A. Morgan and Wade L. Hadwen

Urban Science, 2020, 5, 5
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Phosphorus Removal, Metals Dynamics, and Hydraulics in Stormwater Bioretention Systems Amended with Drinking Water Treatment Residuals

Michael R. Ament, Eric D. Roy, Yongping Yuan and Stephanie E. Hurley

J. Sustainable Water Built Environ., 2022, 8
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Effect of a Submerged Zone and Carbon Source on Nutrient and Metal Removal for Stormwater by Bioretention Cells

Mo Wang, Dongqing Zhang, Yong Li, Qinghe Hou, Yuying Yu, Jinda Qi, Weicong Fu, Jianwen Dong and Yuning Cheng

Water, 2018, 10, 1629
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Impact of wood-derived biochar on the hydrologic performance of bioretention media: Effects on aggregation, root growth, and water retention

Derya Akpinar, Jing Tian, Elizabeth Shepherd and Paul T. Imhoff

Journal of Environmental Management, 2023, 339, 117864
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The Application of Rain Gardens in Urban Environments: A Bibliometric Review

Mo Wang, Ji’an Zhuang, Chuanhao Sun, Lie Wang, Menghan Zhang, Chengliang Fan and Jianjun Li

Land, 2024, 13, 1702
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Optimizing native vegetation establishment in urban soils: Assessing the impacts of organic amendments on specific growth parameters

Sai Thejaswini Pamuru, Haluk Sinan Coban, Oguzhan Saltali, Angela Farina, Allen P. Davis, Ahmet H. Aydilek and Bora Cetin

Journal of Environmental Management, 2024, 369, 122316
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Effects of a large-scale bioretention installation on the species composition of an urban bird community as determined by passive acoustic monitoring

David Wituszynski, Donald Hayford, Angelika Poesel, Gautam Apte, Stephen N. Matthews and Jay Martin

Environ Monit Assess, 2024, 196
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Efficiencies of indigenous South African plant biofilters for urban stormwater runoff water quality improvement with a focus on nutrients and metals

D. M. Jacklin, I. C. Brink and S. M. Jacobs

Journal of Water Supply: Research and Technology-Aqua, 2021, 70, 1094
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Applicability assessment of five evapotranspiration models based on lysimeter data from a bioretention system

Wenlong Zhang, Moyuan Yang, Shouhong Zhang, Lei Yu, Fei Zhao, Duwei Chen, Simin Yang, Hualin Li, Sunxun Zhang, Ruixian Li and Jianjun Zhang

Ecological Engineering, 2023, 194, 107049
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