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Cepeda F, Melo O, Molinos-Senante M. Economic viability and resident preferences for greywater reuse in Chile. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2025; 32:9250-9270. [PMID: 40126805 DOI: 10.1007/s11356-025-36058-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 01/31/2025] [Indexed: 03/26/2025]
Abstract
Water scarcity is one of the main challenges society faces. Hence, alternative water sources, such as greywater, rainwater, or treated wastewater, are becoming relevant. The main objective of the present investigation was to assess the preferences for greywater reuse under two drinking water availability scenarios and its impact on the economic feasibility of greywater reuse at different housing types: (i) houses in a condominium (n = 84), (ii) apartments in 2 to 7-story buildings (n = 98), and (iii) apartments in 8- to 25-story buildings (n = 120). A choice experiment was conducted in the Metropolitan Region of Santiago, Chile. The willingness to pay (WTP) for greywater reuse ranged between 45.97 and 182.65 USD/month/household for people in the 8 to 25 story buildings without water rationing and in condominium houses with water rationing, respectively. The economic feasibility assessment of greywater reuse was based on implementation costs and benefits from water savings and from the WTP estimation. When the economic assessment is based only on costs and benefits with market value, greywater reuse is not economically feasible in none of the six situations modeled. By contrast, only for condominium houses without water rationing greywater reuse is not economically feasible when people's WTP is added to the benefits. These results are useful to support decision-making to promote greywater reuse in areas with water scarcity.
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Affiliation(s)
- Fernanda Cepeda
- Departamento de Ingeniería Hidráulica y Ambiental, Pontificia Universidad Católica de Chile, Avd. Vicuña Mackenna 4860, Santiago, Chile
| | - Oscar Melo
- Department of Agricultural Economics, Pontificia Universidad Católica de Chile, Avd. Vicuña Mackenna 4860, Santiago, Chile
- Water Law and Management Center, Pontificia Universidad Católica de Chile, Avda. Libertador Bernardo O'Higgins 340, Santiago, Chile
| | - María Molinos-Senante
- Water Law and Management Center, Pontificia Universidad Católica de Chile, Avda. Libertador Bernardo O'Higgins 340, Santiago, Chile.
- Insitute of Sustainable Processes, University of Valladolid, Calle Dr. Mergelina S/N, Valladolid, Spain.
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2
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Li Y, Lu Z, Zhang X, Zhang Q, Xu H, Fung JCH, Daigger G. Multiobjective Spatial Optimization Framework for Determining the Optimal Degree of Decentralization for Nonpotable Water Reuse in Existing Cities: A Case Study of Hong Kong. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:20424-20433. [PMID: 39495865 DOI: 10.1021/acs.est.4c04755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2024]
Abstract
Investing in nonpotable water reuse (NPWR) is essential for circular urban water management. Existing research lacks methods to determine the number and capacities of NPWR plants (i.e., degree of decentralization) for large-scale applications in existing cities. We developed a spatial optimization framework in which the degree of decentralization emerges from the collective decisions of urban districts regarding where to send wastewater for reclamation and where to source water for nonpotable uses. We modified the genetic algorithm to optimize collective decisions with objectives including minimizing freshwater withdrawal, electricity consumption, and the cost of NPWR plants. Optimization results suggest an optimal number from one to eight among Pareto optimal solutions, with two to three being most common in Hong Kong. The cost-effective solutions suggest locations of NPWR plants in Kowloon and Hong Kong Island where NPWR demand is significant, while the electricity use for freshwater and seawater is high. The city could save about 6% freshwater and 29.4% seawater while consuming 20.7% more electricity. Overall, our spatial optimization framework provides a holistic evaluation of the optimal degree of decentralization for NPWR at the water-energy-cost nexus on an urban scale. Our findings serve as a benchmark to explore more energy-conscious planning strategies in Hong Kong.
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Affiliation(s)
- Yue Li
- Division of Environment and Sustainability, Hong Kong University of Science and Technology, Hong Kong, China
| | - Zhongming Lu
- Division of Environment and Sustainability, Hong Kong University of Science and Technology, Hong Kong, China
| | - Xiangru Zhang
- Department of Civil and Environmental Engineering, Hong Kong University of Science and Technology, Hong Kong, China
| | - Qingfu Zhang
- Department of Computer Science, City University of Hong Kong, Hong Kong, China
| | - Huifu Xu
- Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong, Hong Kong, China
| | - Jimmy C H Fung
- Division of Environment and Sustainability, Hong Kong University of Science and Technology, Hong Kong, China
- Department of Mathematics, Hong Kong University of Science and Technology, Hong Kong, China
| | - Glen Daigger
- Department of Civil and Environmental Engineering, University of Michigan, Ann Arbor, Michigan 48109, United States
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Alayande AB, Qi W, Karthikeyan R, Popat SC, Ladner DA, Amy G. Use of reclaimed municipal wastewater in agriculture: Comparison of present practice versus an emerging paradigm of anaerobic membrane bioreactor treatment coupled with hydroponic controlled environment agriculture. WATER RESEARCH 2024; 265:122197. [PMID: 39137457 DOI: 10.1016/j.watres.2024.122197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 07/06/2024] [Accepted: 07/30/2024] [Indexed: 08/15/2024]
Abstract
Advancements in anaerobic membrane bioreactor (AnMBR) technology have opened up exciting possibilities for sustaining precise water quality control in wastewater treatment and reuse. This approach not only presents an opportunity for energy generation and recovery but also produces an effluent that can serve as a valuable nutrient source for crop cultivation in hydroponic controlled environment agriculture (CEA). In this perspective article, we undertake a comparative analysis of two approaches to municipal wastewater utilization in agriculture. The conventional method, rooted in established practices of conventional activated sludge (CAS) wastewater treatment for soil/land-based agriculture, is contrasted with a new paradigm that integrates AnMBR technology with hydroponic (soilless) CEA. This work encompasses various facets, including wastewater treatment efficiency, effluent quality, resource recovery, and sustainability metrics. By juxtaposing the established methodologies with this emerging synergistic model, this work aims to shed light on the transformative potential of the integration of AnMBR and hydroponic-CEA for enhanced agricultural sustainability and resource utilization.
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Affiliation(s)
- Abayomi Babatunde Alayande
- Department of Environmental Engineering and Earth Sciences, Clemson University, 342 Computer Ct, Anderson, SC 29625, United States.
| | - Weiming Qi
- Department of Environmental Engineering and Earth Sciences, Clemson University, 342 Computer Ct, Anderson, SC 29625, United States
| | | | - Sudeep C Popat
- Department of Environmental Engineering and Earth Sciences, Clemson University, 342 Computer Ct, Anderson, SC 29625, United States
| | - David A Ladner
- Department of Environmental Engineering and Earth Sciences, Clemson University, 342 Computer Ct, Anderson, SC 29625, United States
| | - Gary Amy
- Department of Environmental Engineering and Earth Sciences, Clemson University, 342 Computer Ct, Anderson, SC 29625, United States
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Gallardo-Bustos C, Tapia N, Vargas IT. Synthetic greywater treatment using a scalable granular activated carbon bioelectrochemical reactor. Bioelectrochemistry 2024; 159:108741. [PMID: 38810323 DOI: 10.1016/j.bioelechem.2024.108741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 05/14/2024] [Accepted: 05/16/2024] [Indexed: 05/31/2024]
Abstract
Greywater reuse has emerged as a promising solution for addressing water shortages. However, greywater needs treatment before reuse to meet the required water quality standards. Conventional wastewater treatment technologies are unsuitable for recreating highly decentralized domestic greywater. This study evaluated bioelectrochemical reactors (BERs) with granular activated carbon (GAC) as a sustainable alternative for developing decentralized and low-cost biological treatment systems. BERs using GAC as the anode material and conventional GAC biofilters (BFs) for synthetic greywater treatment were operated in batch mode for 110 days in two stages: (i) with polarized anodes at -150 mV vs. Ag/AgCl and (ii) as a microbial fuel cell with an external resistance of 1 kΩ. Anode polarization produced an electrosorption effect, increasing the ion removal of the BERs. Power production during the operation and cyclic voltammetry tests of the extracted granules revealed electrochemically active biofilm development on the BERs. Although low power density (0.193 ± 0.052 µW m-3) was observed in BERs, they showed a similar performance in sCOD removal (BER = 91.6-89.6 %; BF = 96.2-93.2 %) and turbidity removal (BER = 81-82 %; BF = 30-62 %) to BFs that used 50 % aeration. Additionally, scanning electron microscopy of sampled granules showed higher biomass formation in BER granules than in BF granules, suggesting a higher contribution of sessile (vs. planktonic) cells to the treatment. Thus, the results highlight the synergistic removal effect of the GAC-based BER. The scalable design presented in this study represents a proof-of-concept for developing BERs to use in decentralized greywater treatment systems.
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Affiliation(s)
- Carlos Gallardo-Bustos
- Departamento de Ingeniería Hidráulica y Ambiental, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4860, Santiago, Chile; Centro de Desarrollo Urbano Sustentable (CEDEUS), Chile; Consorcio Tecnológico del Agua (COTH(2)O), Chile
| | - Natalia Tapia
- Departamento de Ingeniería Hidráulica y Ambiental, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4860, Santiago, Chile; Centro de Desarrollo Urbano Sustentable (CEDEUS), Chile; Consorcio Tecnológico del Agua (COTH(2)O), Chile
| | - Ignacio T Vargas
- Departamento de Ingeniería Hidráulica y Ambiental, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4860, Santiago, Chile; Centro de Desarrollo Urbano Sustentable (CEDEUS), Chile; Consorcio Tecnológico del Agua (COTH(2)O), Chile.
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Liu H, Li L, Ye W, Zhao B, Peng Y, Liu G, Gao X, Peng X. Simultaneous nitrification and denitrification in a hybrid activated sludge-membrane aerated biofilm reactor (H-MABR) for nitrogen removal from low COD/N interflow: A pilot-scale study. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 367:122038. [PMID: 39098075 DOI: 10.1016/j.jenvman.2024.122038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 07/18/2024] [Accepted: 07/27/2024] [Indexed: 08/06/2024]
Abstract
There are a large number of simple landfills in hilly areas, and the results of previous studies have shown that pollutants in landfills can spread via interflow and cause surface source pollution. The hybrid activated sludge-membrane aerated bioreactor (H-MABR) developed in a previous study can be used for the treatment of interflow with a low chemical oxygen demand (COD)/total nitrogen (TN) ratio, and it has been shown to be effective in laboratory simulations. To investigate the effectiveness of the H-MABR in treating interflow around landfills in real-world applications, an in-situ pilot-scale evaluation of the effectiveness of H-MABR operation was conducted at a landfill. The results indicated that the removal efficiencies of COD, TN, and ammonia nitrogen in interflow by H-MABR were 87.1 ± 6.0%, 80.9 ± 7.9%, and 97.9 ± 1.4%, respectively. The removal rate of TN reached 148.6-205.6 g-N/m3·d. The concentration of each pollutant in the effluent was in accordance with China's "Standard for pollution control on the landfill site of municipal solid waste (GB16889-2008)," wherein the COD, TN, and ammonia nitrogen of effluent should be less than 100 mg/L, 40 mg/L, and 25 mg/L, respectively. The results of community composition analysis and PICRUSt analysis based on 16S rRNA gene sequencing showed that there were different dominant functional bacteria between the inner and outer rings, but functional genes involved in the nitrification-denitrification, assimilated nitrate reduction, and dissimilated nitrate reduction pathway were all detected. Furthermore, except for the nitrite oxidation gene narG, the abundance of which did not significantly differ between the inner and outer rings, the abundance of the other functional genes was higher in the outer ring than in the inner ring. An economic evaluation revealed that the operation cost of interflow treatment by the H-MABR was as low as ¥2.78/m3; thus, the H-MABR is a shock-load-resistant and cost-effective technology for interflow treatment.
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Affiliation(s)
- Hengyi Liu
- Key Laboratory of Three Gorges Reservoir Region's Eco-Environment, Ministry of Education, Chongqing University, Chongqing, 400045, PR China.
| | - Lei Li
- Key Laboratory of Three Gorges Reservoir Region's Eco-Environment, Ministry of Education, Chongqing University, Chongqing, 400045, PR China.
| | - Wenjie Ye
- Key Laboratory of Three Gorges Reservoir Region's Eco-Environment, Ministry of Education, Chongqing University, Chongqing, 400045, PR China.
| | - Boxuan Zhao
- Key Laboratory of Three Gorges Reservoir Region's Eco-Environment, Ministry of Education, Chongqing University, Chongqing, 400045, PR China.
| | - Yun Peng
- Key Laboratory of Three Gorges Reservoir Region's Eco-Environment, Ministry of Education, Chongqing University, Chongqing, 400045, PR China.
| | - Guotao Liu
- Key Laboratory of Three Gorges Reservoir Region's Eco-Environment, Ministry of Education, Chongqing University, Chongqing, 400045, PR China.
| | - Xiaofeng Gao
- Key Laboratory of Three Gorges Reservoir Region's Eco-Environment, Ministry of Education, Chongqing University, Chongqing, 400045, PR China.
| | - Xuya Peng
- Key Laboratory of Three Gorges Reservoir Region's Eco-Environment, Ministry of Education, Chongqing University, Chongqing, 400045, PR China.
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Ribarova I, Vasilaki V, Katsou E. Review of linear and circular approaches to on-site domestic wastewater treatment: Analysis of research achievements, trends and distance to target. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 367:121951. [PMID: 39079496 DOI: 10.1016/j.jenvman.2024.121951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 07/22/2024] [Accepted: 07/23/2024] [Indexed: 08/15/2024]
Abstract
This comprehensive review critically assesses traditional and emerging technologies for domestic wastewater treatment and reuse, focusing on the transition from conventional centralised systems to innovative decentralised approaches. Through an extensive literature search on domestic wastewater systems serving a population equivalent of less than or equal to 10, the study juxtaposes linear and circular methods and highlights their impact on urban water management and the environment. The papers reviewed were classified into five categories: Environmental studies, economic studies, social studies, technological studies, and reviews and policy papers. The analysis was carried out separately for linear and circular approaches within each category. In addition, the maturity of the technology (lab/pilot or full-scale application) was taken into account in the analysis. The research landscape is shown to be evolving towards circular methods that promise sustainability through resource recovery, despite the dominance of linear perspectives. The lack of clear progress in decentralised technologies, the scarcity of circularity assessments and the challenges of urban integration are highlighted. Operational reliability, regulatory compliance and policy support are identified as key barriers to the adoption of decentralised systems. While conventional pollutants and their environmental impacts are well addressed for linear systems, the study of emerging pollutants is in its infancy. Conclusions on the impact of these hazardous pollutants are tentative and cautious. Social and economic studies are mainly based on virtual scenarios, which are useful research tools for achieving sustainability goals. The conceptual frameworks for assessing the social dimension need further refinement to be effective. The paper argues for a balanced integration of centralisation and decentralisation, proposing a dual strategy that emphasizes the development of interoperable technologies. It calls for further research, policy development and widespread implementation to promote decentralised solutions in urban water management and pave the way for sustainable urban ecosystems.
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Affiliation(s)
- Irina Ribarova
- University of Architecture, Civil Engineering and Geodezy, 1 Chr. Smirnensku Blvd., 1046, Sofia, Centre of Competence "Clean&Circle", Bulgaria.
| | - Vasileia Vasilaki
- Department of Civil and Environmental Engineering, Imperial College London, Skempton Building, South Kensington, London, SW7 2AZ, United Kingdom.
| | - Evina Katsou
- Department of Civil and Environmental Engineering, Imperial College London, Skempton Building, South Kensington, London, SW7 2AZ, United Kingdom.
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7
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Felisardo RJA, Brillas E, Boyer TH, Cavalcanti EB, Garcia-Segura S. Electrochemical degradation of acetaminophen in urine matrices: Unraveling complexity and implications for realistic treatment strategies. WATER RESEARCH 2024; 261:122034. [PMID: 38996729 DOI: 10.1016/j.watres.2024.122034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 05/29/2024] [Accepted: 07/01/2024] [Indexed: 07/14/2024]
Abstract
Urine has an intricate composition with high concentrations of organic compounds like urea, creatinine, and uric acid. Urine poses a formidable challenge for advanced effluent treatment processes following urine diversion strategies. Urine matrix complexity is heightened when dealing with pharmaceutical residues like acetaminophen (ACT) and metabolized pharmaceuticals. This work explores ACT degradation in synthetic, fresh real, and hydrolyzed real urines using electrochemical oxidation with a dimensional stable anode (DSA). Analyzing drug concentration (2.5 - 40 mg L-1) over 180 min at various current densities in fresh synthetic effluent revealed a noteworthy 75% removal at 48 mA cm-2. ACT degradation kinetics and that of the other organic components followed a pseudo-first-order reaction. Uric acid degradation competed with ACT degradation, whereas urea and creatinine possessed higher oxidation resistance. Fresh real urine presented the most challenging scenario for the electrochemical process. Whereas, hydrolyzed real urine achieved higher ACT removal than fresh synthetic urine. Carboxylic acids like acetic, tartaric, maleic, and oxalic were detected as main by-products. Inorganic ionic species nitrate, nitrite, and ammonium ions were released to the medium from N-containing organic compounds. These findings underscore the importance of considering urine composition complexities and provide significant advancements in strategies for efficiently addressing trace pharmaceutical contamination.
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Affiliation(s)
- Raul José Alves Felisardo
- Graduate Program in Process Engineering, Tiradentes University, 300 Murilo Dantas Avenue, Aracaju 49032-490, SE, Brazil; Nanosystems Engineering Research Center for Nanotechnology-Enabled Water Treatment. School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe 85287, AZ, United States
| | - Enric Brillas
- Departament de Ciència de Materials i Química Física, Facultat de Química, Universitat de Barcelona, Martí i Franquès 1-11, 08028 Barcelona, Spain
| | - Treavor H Boyer
- Nanosystems Engineering Research Center for Nanotechnology-Enabled Water Treatment. School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe 85287, AZ, United States
| | - Eliane Bezerra Cavalcanti
- Graduate Program in Process Engineering, Tiradentes University, 300 Murilo Dantas Avenue, Aracaju 49032-490, SE, Brazil; Institute of Technology and Research. 300 Murilo Dantas Avenue, Aracaju 49032-490, SE, Brazil
| | - Sergi Garcia-Segura
- Nanosystems Engineering Research Center for Nanotechnology-Enabled Water Treatment. School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe 85287, AZ, United States.
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Yang Y, Bai W, Gan D, Zhu Y, Li X, Liang C, Xia S. A practical study on the near-zero discharge of rainwater and the collaborative treatment and regeneration of rainwater and sewage. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 934:173137. [PMID: 38740207 DOI: 10.1016/j.scitotenv.2024.173137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 05/06/2024] [Accepted: 05/08/2024] [Indexed: 05/16/2024]
Abstract
Non-conventional water recovery, recycling, and reuse have been considered imperative approaches to addressing water scarcity in China. The objective of this study was to evaluate the technical and economic feasibility of Water Reclamation Plants (WRP) based on an anaerobic-anoxic-oxic membrane bioreactor (A2O-MBR) system for unconventional water resource treatment and reuse in towns (domestic sewage and rainwater). Rainwater is collected and stored in the rainwater reservoir through the rainwater pipe network, and then transported to the WRP for treatment and reuse through the rainwater reuse pumping station during the peak water demand period. During a year of operation and evaluation process, a total of 610,000 cubic meters of rainwater were reused, accounting for 10.4 % of the treated wastewater. In the A2O-MBR operation, the average effluent concentrations for COD (chemical oxygen demand), NH4+-N (ammonium), TN (total nitrogen), and TP (total phosphorus) were 14.23 ± 4.07 mg/L, 0.22 ± 0.26 mg/L, 11.97 ± 1.54 mg/L, and 0.13 ± 0.09 mg/L, respectively. The effluent quality met standards suitable for reuse in industrial cooling water or for direct discharge. The WRP demonstrates a positive financial outlook, with total capital and operating costs totaling 0.16 $/m3. A comprehensive cost-benefit analysis indicates a positive net present value for the WRP, and the estimated annualized net profit is 0.024 $/m3. This research has achieved near-zero discharge of wastewater and effective allocation of rainwater resources across time and space.
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Affiliation(s)
- Yi Yang
- State Key Laboratory of Pollution Control and Resource Reuse, College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China; Shanghai Institute of Pollution Control and Ecological Security, Shanghai 200092, China
| | - Wenlong Bai
- Inner Mongolia Dongyuan Environmental Protection Technology Co., LTD, Inner Mongolia 014399, China
| | - Defu Gan
- State Key Laboratory of Pollution Control and Resource Reuse, College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China; Shanghai Institute of Pollution Control and Ecological Security, Shanghai 200092, China
| | - Yuting Zhu
- Tongji Architectural Design (Group) Co., Ltd., Shanghai 200092, China
| | - Xiaodi Li
- State Key Laboratory of Pollution Control and Resource Reuse, College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China; Shanghai Institute of Pollution Control and Ecological Security, Shanghai 200092, China
| | - Chengyu Liang
- State Key Laboratory of Pollution Control and Resource Reuse, College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China; Shanghai Institute of Pollution Control and Ecological Security, Shanghai 200092, China
| | - Siqing Xia
- State Key Laboratory of Pollution Control and Resource Reuse, College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China; Shanghai Institute of Pollution Control and Ecological Security, Shanghai 200092, China.
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Nguyen GT, Iftekhar MS, Ratnasiri S, Roiko A, Beal CD. Supply, demand and the economic effectiveness of urine-diverting technologies and products: A systematic literature review. WATER RESEARCH 2024; 255:121478. [PMID: 38522400 DOI: 10.1016/j.watres.2024.121478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 03/12/2024] [Accepted: 03/14/2024] [Indexed: 03/26/2024]
Abstract
The broader adoption of urine-diverting technologies (UDTs) and related products has been proposed as a strategy for moving towards a more circular economy. While some studies have explored the performance of UDTs, the interconnected factors involving supply, demand, and economic feasibility of UDTs remain under-researched. Our systematic review addresses this gap. Our search identified only 64 relevant, peer-reviewed studies, 71 % of which addressed the supply side (primarily the technical aspect of UDTs) and 58 % of which addressed the demand side (focusing on consumers' perceptions). Approximately one-third (18) of these studies delved into the economic feasibility of UDTs, with only 9 employing a cost benefit analysis (CBA) framework. However, none of these studies have analysed the economic performance of UDTs that have been fully deployed, indicating a significant knowledge gap. Our review suggests that overcoming challenges in scaling up UDTs can be achieved by engaging those stakeholders driving the uptake, developing business cases that offer an overall understanding of both market and non-market benefits of UDTs, addressing technological constraints by optimising urine treatment options for efficiency and economic viability, and enhancing stakeholders' acceptance of UDTs.
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Affiliation(s)
- Gam T Nguyen
- Griffith Business School, Griffith University, 170 Kessels Road, Nathan, QLD 4111, Australia; Cities Research Institute, Griffith University, 170 Kessels Road, Nathan, QLD 4111, Australia.
| | - Md Sayed Iftekhar
- Griffith Business School, Griffith University, 170 Kessels Road, Nathan, QLD 4111, Australia; Cities Research Institute, Griffith University, 170 Kessels Road, Nathan, QLD 4111, Australia.
| | - Shyama Ratnasiri
- Griffith Business School, Griffith University, 170 Kessels Road, Nathan, QLD 4111, Australia.
| | - Anne Roiko
- School of Pharmacy and Medical Sciences (Environmental Health), Griffith University, Parklands Drive, Southport Gold Coast Campus, QLD 4222, Australia; Cities Research Institute, Griffith University, 170 Kessels Road, Nathan, QLD 4111, Australia.
| | - Cara D Beal
- Cities Research Institute, Griffith University, 170 Kessels Road, Nathan, QLD 4111, Australia.
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dos Santos AJ, Shen H, Lanza MR, Li Q, Garcia-Segura S. Electrochemical oxidation of surfactants as an essential step to enable greywater reuse. ENVIRONMENTAL TECHNOLOGY & INNOVATION 2024; 34:103563. [PMID: 38706941 PMCID: PMC11066849 DOI: 10.1016/j.eti.2024.103563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Revised: 01/21/2024] [Accepted: 02/01/2024] [Indexed: 05/07/2024]
Abstract
The practical application of electrochemical oxidation technology for the removal of surfactants from greywater was evaluated using sodium dodecyl sulfate (SDS) as a model surfactant. Careful selection of electrocatalysts and optimization of operational parameters demonstrated effective SDS removal in treating a complex greywater matrix with energy consumption below 1 kWh g-1 COD (Chemical Oxygen Demand), paving the way for a more sustainable approach to achieving surfactant removal in greywater treatment when aiming for decentralized water reuse. Chromatographic techniques identified carboxylic acids as key byproducts prior to complete mineralization. These innovative approaches represent a novel pathway for harnessing electrochemical technologies within decentralized compact devices, offering a promising avenue for further advancements in this field.
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Affiliation(s)
- Alexsandro J. dos Santos
- Nanosystems Engineering Research Center for Nanotechnology-Enabled Water Treatment, School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe, AZ 85287–3005, United States
- São Carlos Institute of Chemistry, University of São Paulo, Avenida Trabalhador São Carlense 400, São Carlos, SP 13566–590, Brazil
| | - Hongchen Shen
- Nanosystems Engineering Research Center for Nanotechnology-Enabled Water Treatment, Department of Chemical and Biomolecular Engineering, Department of Materials Science and NanoEngineering, and Department of Civil and Environmental Engineering, Rice University, MS 319, 6100 Main Street, Houston 77005, USA
| | - Marcos R.V. Lanza
- São Carlos Institute of Chemistry, University of São Paulo, Avenida Trabalhador São Carlense 400, São Carlos, SP 13566–590, Brazil
| | - Qilin Li
- Nanosystems Engineering Research Center for Nanotechnology-Enabled Water Treatment, Department of Chemical and Biomolecular Engineering, Department of Materials Science and NanoEngineering, and Department of Civil and Environmental Engineering, Rice University, MS 319, 6100 Main Street, Houston 77005, USA
| | - Sergi Garcia-Segura
- Nanosystems Engineering Research Center for Nanotechnology-Enabled Water Treatment, School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe, AZ 85287–3005, United States
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11
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Mancuso G, Foglia A, Chioggia F, Drei P, Eusebi AL, Lavrnić S, Siroli L, Carrozzini LM, Fatone F, Toscano A. Demo-scale up-flow anaerobic sludge blanket reactor coupled with hybrid constructed wetlands for energy-carbon efficient agricultural wastewater reuse in decentralized scenarios. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 359:121109. [PMID: 38723500 DOI: 10.1016/j.jenvman.2024.121109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Revised: 04/19/2024] [Accepted: 05/05/2024] [Indexed: 05/22/2024]
Abstract
The impact of climate change on water availability and quality has affected agricultural irrigation. The use of treated wastewater can alleviate water in agriculture. Nevertheless, it is imperative to ensure proper treatment of wastewater before reuse, in compliance with current regulations of this practice. In decentralized agricultural scenarios, the lack of adequate treatment facilities poses a challenge in providing treated wastewater for irrigation. Hence, there is a critical need to develop and implement innovative, feasible, and sustainable treatment solutions to secure the use of this alternative water source. This study proposes the integration of intensive treatment solutions and natural treatment systems, specifically, the combination of up-flow anaerobic sludge blanket reactor (UASB), anaerobic membrane bioreactor (AnMBR), constructed wetlands (CWs), and ultraviolet (UV) disinfection. For this purpose, a novel demo-scale plant was designed, constructed and implemented to test wastewater treatment and evaluate the capability of the proposed system to provide an effluent with a quality in compliance with the current European wastewater reuse regulatory framework. In addition, carbon-sequestration and energy analyses were conducted to assess the sustainability of the proposed treatment approach. This research confirmed that UASB rector can be employed for biogas production (2.5 L h-1) and energy recovery from organic matter degradation, but its effluent requires further treatment steps to be reused in agricultural irrigation. The AnMBR effluent complied with class A standards for E. coli, boasting a concentration of 0 CFU 100 mL-1, and nearly negligible TSS levels. However, further reduction of BOD5 (35 mg L-1) is required to reach water quality class A. CWs efficiently produced effluent with BOD5 below 10 mg L-1 and TSS close to 0 mg L-1, making it suitable for water reuse and meeting class A standards. Furthermore, CWs demonstrated significantly higher energy efficiency compared to intensive treatment systems. Nonetheless, the inclusion of a UV disinfection unit after CWs was required to attain water class B standards.
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Affiliation(s)
- Giuseppe Mancuso
- Alma Mater Studiorum - University of Bologna, Department of Agricultural and Food Sciences, Viale Fanin 50, 40127, Bologna, Italy.
| | - Alessia Foglia
- Marche Polytechnic University, Department of Science and Engineering of Materials, Environment and Urban Planning-SIMAU, Via Brecce Bianche, 12, Ancona, 60131, Italy.
| | - Francesco Chioggia
- Alma Mater Studiorum - University of Bologna, Department of Agricultural and Food Sciences, Viale Fanin 50, 40127, Bologna, Italy
| | - Pietro Drei
- Alma Mater Studiorum - University of Bologna, Department of Agricultural and Food Sciences, Viale Fanin 50, 40127, Bologna, Italy
| | - Anna Laura Eusebi
- Marche Polytechnic University, Department of Science and Engineering of Materials, Environment and Urban Planning-SIMAU, Via Brecce Bianche, 12, Ancona, 60131, Italy
| | - Stevo Lavrnić
- Alma Mater Studiorum - University of Bologna, Department of Agricultural and Food Sciences, Viale Fanin 50, 40127, Bologna, Italy
| | - Lorenzo Siroli
- Alma Mater Studiorum - University of Bologna, Department of Agricultural and Food Sciences, Viale Fanin 50, 40127, Bologna, Italy
| | | | - Francesco Fatone
- Marche Polytechnic University, Department of Science and Engineering of Materials, Environment and Urban Planning-SIMAU, Via Brecce Bianche, 12, Ancona, 60131, Italy
| | - Attilio Toscano
- Alma Mater Studiorum - University of Bologna, Department of Agricultural and Food Sciences, Viale Fanin 50, 40127, Bologna, Italy
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12
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Torre A, Vázquez-Rowe I, Parodi E, Kahhat R. A multi-criteria decision framework for circular wastewater systems in emerging megacities of the Global South. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 912:169085. [PMID: 38056636 DOI: 10.1016/j.scitotenv.2023.169085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Revised: 11/22/2023] [Accepted: 12/01/2023] [Indexed: 12/08/2023]
Abstract
Lima faces increasing water stress due to demographic growth, climate change and outdated water management infrastructure. Moreover, its highly centralized wastewater management system is currently unable to recover water or other resources. Hence, the primary aim of this study is to identify suitable wastewater treatment alternatives for both eutrophication mitigation and indirect potable reuse (IPR). For eutrophication mitigation, we examined MLE, Bardenpho, Step-feed, HF-MBR, and FS-MBR. For IPR, we considered secondary treatment+UF + RO + AOP or MBR + RO + AOP. These alternatives form part of a WWTP network at a district level, aiding Lima's pursuit of a circular economy approach. This perspective allows reducing environmental impacts through resource recovery, making the system more resilient to disasters and future water shortages. The methods used to assess these scenarios were Life Cycle Assessment for the environmental dimension; Life Cycle Costing for the economic perspective; and Multi-Criteria Decision Analysis to integrate both the quantitative tools aforementioned and qualitative criteria for social and techno-operational dimensions, which combined, strengthen the decision-making process. The decision-making steered towards Bardenpho for eutrophication abatement when environmental and economic criteria were prioritized or when the four criteria were equally weighted, while HF-MBR was the preferred option when techno-operational and social aspects were emphasized. In this scenario, global warming (GW) impacts ranged from 0.23 to 0.27 kg CO2eq, eutrophication mitigation varied from 6.44 to 7.29 g PO4- equivalent, and costs ranged between 0.12 and 0.17 €/m3. Conversely, HF-MBR + RO + AOP showed the best performance when IPR was sought from the outset. In the IPR scenario, GW impacts were significantly higher, at 0.46-0.51 kg CO2eq, eutrophication abatement was above 98 % and costs increased to ca. 0.44 €/m3.
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Affiliation(s)
- Andre Torre
- Peruvian LCA & Industrial Ecology Network (PELCAN), Department of Engineering, Pontificia Universidad Católica del Perú, Avenida Universitaria 1801, San Miguel 15088, Lima, Peru
| | - Ian Vázquez-Rowe
- Peruvian LCA & Industrial Ecology Network (PELCAN), Department of Engineering, Pontificia Universidad Católica del Perú, Avenida Universitaria 1801, San Miguel 15088, Lima, Peru.
| | - Eduardo Parodi
- Peruvian LCA & Industrial Ecology Network (PELCAN), Department of Engineering, Pontificia Universidad Católica del Perú, Avenida Universitaria 1801, San Miguel 15088, Lima, Peru
| | - Ramzy Kahhat
- Peruvian LCA & Industrial Ecology Network (PELCAN), Department of Engineering, Pontificia Universidad Católica del Perú, Avenida Universitaria 1801, San Miguel 15088, Lima, Peru
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13
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Felisardo RJA, Brillas E, Romanholo Ferreira LF, Cavalcanti EB, Garcia-Segura S. Degradation of the antibiotic ciprofloxacin in urine by electrochemical oxidation with a DSA anode. CHEMOSPHERE 2023; 344:140407. [PMID: 37838029 DOI: 10.1016/j.chemosphere.2023.140407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 10/08/2023] [Accepted: 10/09/2023] [Indexed: 10/16/2023]
Abstract
Ciprofloxacin (CIP) is a commonly prescribed fluoroquinolone antibiotic that, even after uptake, remains unmetabolized to a significant extent-over 70%. Unmetabolized CIP is excreted through both urine and feces. This persistent compound manages to evade removal in municipal wastewater facilities, leading to its substantial accumulation in aquatic environments. This accumulation raises concerns about potential risks to the health of various living organisms. Herein, we present a study on the remediation of CIP in synthetic urine by electrochemical oxidation in an undivided cell with a DSA (Ti/IrO2) anode and a stainless-steel cathode. Physisorbed hydroxyl radical formed at the anode surface from water discharge and free chlorine generated from Cl- oxidation were the main oxidizing agents. The effect of pH and current density (j) on CIP degradation was examined, and its total removal was easily achieved at pH ≥ 7.0 and j ≥ 60 mA cm-2 due to the action of free chlorine. The CIP decay always followed a pseudo-first-order kinetics. The components of the synthetic urine were also oxidized. The main nitrogenated species released was NH3. A very small concentration of free chlorine was quantified at the end of the treatment, thus demonstrating the good performance of electrochemical oxidation and its effectiveness to destroy all the organic pollutants. The present study demonstrates the simultaneous oxidation of the organic components of urine during CIP degradation, thus showing a unique perspective for its electrochemical oxidation that enhances the environmental remediation strategies.
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Affiliation(s)
- Raul José Alves Felisardo
- Graduate Program in Process Engineering, Tiradentes University, 300 Murilo Dantas Avenue, 49032-490, Aracaju, SE, Brazil; Nanosystems Engineering Research Center for Nanotechnology-Enabled Water Treatment, School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe, AZ, 85287, USA
| | - Enric Brillas
- Laboratori d'Electroquímica dels Materials i del Medi Ambient, Secció de Química Física, Facultat de Química, Universitat de Barcelona, Martí i Franqus 1-11, 08028, Barcelona, Spain
| | | | - Eliane Bezerra Cavalcanti
- Graduate Program in Process Engineering, Tiradentes University, 300 Murilo Dantas Avenue, 49032-490, Aracaju, SE, Brazil; Institute of Technology and Research, 300 Murilo Dantas Avenue, 49032-490, Aracaju, SE, Brazil
| | - Sergi Garcia-Segura
- Nanosystems Engineering Research Center for Nanotechnology-Enabled Water Treatment, School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe, AZ, 85287, USA.
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Wutich A, Thomson P, Jepson W, Stoler J, Cooperman AD, Doss-Gollin J, Jantrania A, Mayer A, Nelson-Nuñez J, Walker WS, Westerhoff P. MAD Water: Integrating Modular, Adaptive, and Decentralized Approaches for Water Security in the Climate Change Era. WIRES. WATER 2023; 10:e1680. [PMID: 38162537 PMCID: PMC10756426 DOI: 10.1002/wat2.1680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Accepted: 06/17/2023] [Indexed: 01/03/2024]
Abstract
Centralized water infrastructure has, over the last century, brought safe and reliable drinking water to much of the world. But climate change, combined with aging and underfunding, is increasingly testing the limits of-and reversing gains made by-these large-scale water systems. To address these growing strains and gaps, we must assess and advance alternatives to centralized water provision and sanitation. The water literature is rife with examples of systems that are neither centralized nor networked, but still meet water needs of local communities in important ways, including: informal and hybrid water systems, decentralized water provision, community-based water management, small drinking water systems, point-of-use treatment, small-scale water vendors, and packaged water. Our work builds on these literatures by proposing a convergence approach that can integrate and explore the benefits and challenges of modular, adaptive, and decentralized ("MAD") water provision and sanitation, often foregrounding important advances in engineering technology. We further provide frameworks to evaluate justice, economic feasibility, governance, human health, and environmental sustainability as key parameters of MAD water system performance.
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Affiliation(s)
- Amber Wutich
- School of Human Evolution & Social Change, Cady Mall, Tempe, AZ 85281, Arizona State University
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15
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Keller J. Why are decentralised urban water solutions still rare given all the claimed benefits, and how could that be changed? WATER RESEARCH X 2023; 19:100180. [PMID: 37168677 PMCID: PMC10165158 DOI: 10.1016/j.wroa.2023.100180] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Numerous innovative decentralised urban water solutions have been described over many years, yet their application in practice is still not common at all. While many proposed solutions may have some techno-economic advantages over current systems, the real reasons for the slow uptake have more to do with system-wide inertia and technology 'lock-in' where existing solutions are preferred for simplicity and familiarity. A key factor is also the inadequate assessments in project decision making processes that should consider all relevant social, environmental and economic benefits and values. This paper highlights some key barriers and how to address them in a more holistic way. It also identifies opportunities where more integrated, hybrid solutions could offer significant benefits over current technologies. It calls on all key partners in this sector to foster broad and strong collaborations, and on water service providers to be empowered to take an inclusive leadership role in creating such innovative solutions that help address our growing challenges driven by rapid urbanisation and climate change.
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16
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Poch M, Aldao C, Godo-Pla L, Monclús H, Popartan LA, Comas J, Cermerón-Romero M, Puig S, Molinos-Senante M. Increasing resilience through nudges in the urban water cycle: An integrative conceptual framework to support policy decision-making. CHEMOSPHERE 2023; 317:137850. [PMID: 36657572 DOI: 10.1016/j.chemosphere.2023.137850] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 11/28/2022] [Accepted: 01/10/2023] [Indexed: 06/17/2023]
Abstract
Relevant challenges associated with the urban water cycle must be overcome to meet the United Nations Sustainable Development Goals (SDGs) and improve resilience. Unlike previous studies that focused only on the provision of drinking water, we propose a framework that extends the use of the theory of nudges to all stages of the overall urban water cycle (drinking water and wastewater services), and to agents of influence (citizens, organizations, and governments) at different levels of decision making. The framework integrates four main drivers (the fourth water revolution, digitalization, decentralization, and climate change), which influence how customers, water utilities and regulators approach the challenges posed by the urban water cycle. The proposed framework, based on the theory of nudges first advanced by the Nobel Prize in behavioral economics Richard H. Thaler and Cass R. Sunstein (Thaler and Sunstein, 2009), serves as a reference for policymakers to define medium- and long-term strategies and policies for improving the sustainability and resilience of the urban water cycle. Finally, we provide new insights for further research on resilience approaches to the management of the urban water cycle as an element to support the more efficient formulation of policies.
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Affiliation(s)
- Manel Poch
- LEQUIA. Institute of the Environment, Universitat de Girona, C/ Maria Aurèlia Capmany, 69, 17003, Girona, Spain.
| | - Carolina Aldao
- Faculty of Tourism, Universitat de Girona, Plaça Josep Ferrater i Móra, 1, 17004, Girona, Spain
| | - Lluís Godo-Pla
- LEQUIA. Institute of the Environment, Universitat de Girona, C/ Maria Aurèlia Capmany, 69, 17003, Girona, Spain; Createch Drinking Solutions, Costa d'en Paratge St. 22, E1 08500 Vic, Barcelona, Catalonia, Spain
| | - Hèctor Monclús
- LEQUIA. Institute of the Environment, Universitat de Girona, C/ Maria Aurèlia Capmany, 69, 17003, Girona, Spain
| | - Lucia Alexandra Popartan
- LEQUIA. Institute of the Environment, Universitat de Girona, C/ Maria Aurèlia Capmany, 69, 17003, Girona, Spain
| | - Joaquim Comas
- LEQUIA. Institute of the Environment, Universitat de Girona, C/ Maria Aurèlia Capmany, 69, 17003, Girona, Spain; ICRA-CERCA. Catalan Institute for Water Research, Emili Grahit 101, 17003, Girona, Spain
| | | | - Sebastià Puig
- LEQUIA. Institute of the Environment, Universitat de Girona, C/ Maria Aurèlia Capmany, 69, 17003, Girona, Spain
| | - María Molinos-Senante
- Pontificia Universidad Católica de Chile, Hydraulic and Environmental Engineering Department, Avda. Vicuña Mackenna, 4860, Santiago, Chile; Research Center for the Integrated Management of Natural Disasters (CIGIDEN), ANID/FONDAP/15110017, Vicuña Mackenna, Santiago, 4860, Chile
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17
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Jiang H, Wen Y, Qian R, Liu S, Tang X, Huang W, Chen H. Novel insights into aerobic duration control-based partial nitritation in source-separated blackwater treatment: Growth type, inoculation source, and comammox threat. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2022; 324:116319. [PMID: 36170781 DOI: 10.1016/j.jenvman.2022.116319] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 09/05/2022] [Accepted: 09/16/2022] [Indexed: 06/16/2023]
Abstract
Aerobic duration control (ADC), whereby aeration is terminated before nitrite is extremely oxidized during the nitrification process, is an effective strategy to achieve partial nitritation (PN) for blackwater. This study evaluated the effects of microbial growth type, influent ammonia-oxidizing organisms (AOO), and comammox bacteria from seeding sludge to ADC-based PN. The long-term operation of lab-scale reactors and model simulations were implemented to select the best growth type. The biofilm formed on the inner wall of the activated sludge reactor decreased the nitrite accumulation ratio (NAR) from 99.2% to 77.2%. Meanwhile, the NAR of the pure-biofilm reactor decreased from 95.9% to 47.8%. The deteriorated PN of the biofilm-related reactors was due to the extended solid retention time and increased substrate saturation constants of AOOs compared with those of nitrite-oxidizing organisms (NOO). Periodic biofilm carrier regeneration and biofilm thickness control can recover PN performance but are difficult to implement. In contrast, the optimized activated sludge reactor exhibited high (NAR >94%) and stable (>3 months) PN performance when treating real blackwater. Nitrifiers were found in blackwater, and chemically enhanced high-rate activated sludge pretreatment removed more NOOs than AOOs (41.8% vs. 24.3%) and increased the influent AOO/NOO ratio. Interestingly, the influent AOOs supported fast PN start-up in the moving-bed biofilm reactor without the initial inoculation of activated sludge. Moreover, model simulations verified that high and stable PN could also be realized in an activated sludge reactor by the continuous inoculation of influent AOOs, which is a novel PN start-up strategy. Metagenomic analyses showed that the comammox bacteria from the seeding sludge eventually disappeared owing to their intrinsic specific growth rates and free ammonia inhibition. The findings of this study will provide insightful guidelines for PN application in decentralized and semi-centralized wastewater treatment systems.
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Affiliation(s)
- Haixin Jiang
- State Key Laboratory of Pollution Control and Resource Reuse, College of Environmental Science and Engineering, Tongji University, Shanghai, 200092, China; National Engineering Research Center for Urban Pollution Control, Tongji University, Shanghai, 200092, China
| | - Yexuan Wen
- State Key Laboratory of Pollution Control and Resource Reuse, College of Environmental Science and Engineering, Tongji University, Shanghai, 200092, China; National Engineering Research Center for Urban Pollution Control, Tongji University, Shanghai, 200092, China
| | - Ruibo Qian
- State Key Laboratory of Pollution Control and Resource Reuse, College of Environmental Science and Engineering, Tongji University, Shanghai, 200092, China; National Engineering Research Center for Urban Pollution Control, Tongji University, Shanghai, 200092, China
| | - Shiting Liu
- Sichuan Environmental Protection Industry Group Company Limited, Chengdu, 610046, China
| | - Xianchun Tang
- State Key Laboratory of Pollution Control and Resource Reuse, College of Environmental Science and Engineering, Tongji University, Shanghai, 200092, China; National Engineering Research Center for Urban Pollution Control, Tongji University, Shanghai, 200092, China
| | - Weiping Huang
- State Key Laboratory of Pollution Control and Resource Reuse, College of Environmental Science and Engineering, Tongji University, Shanghai, 200092, China; National Engineering Research Center for Urban Pollution Control, Tongji University, Shanghai, 200092, China
| | - Hongbin Chen
- State Key Laboratory of Pollution Control and Resource Reuse, College of Environmental Science and Engineering, Tongji University, Shanghai, 200092, China; National Engineering Research Center for Urban Pollution Control, Tongji University, Shanghai, 200092, China.
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