Abstract
Cities often treat solid waste and wastewater separately, missing the opportunity for resource integration. Diverting food waste into sewage streams offers a holistic solution but lacks city-scale evaluation. Here we developed the urban biowaste flux model integrating mechanistic bioprocesses with life-cycle assessment for quantifying material flows, energy use, costs and greenhouse gas emissions based on city-specific waste composition, treatment parameters and tariffs. We validated urban biowaste flux against detailed data from Hong Kong and applied it to 28 large cities worldwide. Our results revealed a linear rise in net costs with food waste moisture and identify a moisture threshold of about 50 kg per capita per year at which sewer integration becomes cost-effective. Optimized treatment strategies could cut overall emissions for targeted cities by up to 69% versus current separate treatment systems. Overall, the urban biowaste flux model offers policymakers a practical tool for designing sustainable and locale-specific waste management strategies.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 digital issues and online access to articles
$119.00 per year
only $9.92 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Data availability
Sources of data used to perform this study are provided in the Methods, Supplementary Data 1 and 2 and Supplementary Information.
Code availability
The UBF model framework has been developed using Microsoft Excel (v. 2023) in conjunction with Visual Basic for Applications. Comprehensive Excel workbooks and Visual Basic for Applications macros facilitating data preparation, stoichiometric mass-balance simulations, treatment process modeling, and calculations of energy consumption, costs and GHG emissions are available in the UBF model repository on GitHub (https://github.com/xzouae/UBF-model). Detailed stoichiometric equations and model parameters are provided in the Supplementary Information.
References
World Urbanization Prospects: The 2018 Revision (United Nations, 2019).
World Bank. What a Waste 2.0 (2018).
Qadir, M. et al. Global and regional potential of wastewater as a water, nutrient and energy source. Nat. Resour. Forum 44, 40–51 (2020).
Yang, X., Gao, Q., Duan, H., Zhu, M. & Wang, S. GHG mitigation strategies on China’s diverse dish consumption are key to meet the Paris Agreement targets. Nat. Food 5, 365–377 (2024).
United Nations. 2030 Agenda for Sustainable Development (2015).
Wang, Y. et al. Methane emissions from landfills differentially underestimated worldwide. Nat. Sustain. 7, 496–507 (2024).
U.S. Environmental Protection Agency. Quantifying Methane Emissions from Landfilled Food Waste (2023).
Yang, N., Zhang, H., Chen, M., Shao, L.-M. & He, P.-J. Greenhouse gas emissions from MSW incineration in China: impacts of waste characteristics and energy recovery. Waste Manag. 32, 2552–2560 (2012).
Gu, Y., Li, Y., Yuan, F. & Yang, Q. Optimization and control strategies of aeration in WWTPs: a review. J. Clean. Prod. 418, 138008 (2023).
Fagbohungbe, M. O. et al. The challenges of anaerobic digestion and the role of biochar in optimizing anaerobic digestion. Waste Manag. 61, 236–249 (2017).
Azarmanesh, R., Zarghami Qaretapeh, M., Hasani Zonoozi, M., Ghiasinejad, H. & Zhang, Y. Anaerobic co-digestion of sewage sludge with other organic wastes: a comprehensive review focusing on selection criteria, operational conditions, and microbiology. Chem. Eng. J. Adv. 14, 100453 (2023).
Iqbal, A., Zan, F., Siddiqui, M. A., Nizamuddin, S. & Chen, G. Integrated treatment of food waste with wastewater and sewage sludge: energy and carbon footprint analysis with economic implications. Sci. Total Environ. 825, 154052 (2022).
Zan, F., Iqbal, A., Lu, X., Wu, X. & Chen, G. “Food waste-wastewater-energy/resource” nexus: integrating food waste management with wastewater treatment towards urban sustainability. Water Res. 211, 118089 (2022).
Zan, F. Diversion of Food Waste into Sewer System: Characterization, Transformation and Implications (The Hong Kong University of Science and Technology, 2020).
Iqbal, A. et al. Potential for co-disposal and treatment of food waste with sewage: a plant-wide steady-state model evaluation. Water Res. 184, 116175 (2020).
Battistoni, P., Fatone, F., Passacantando, D. & Bolzonella, D. Application of food waste disposers and alternate cycles process in small-decentralized towns: a case study. Water Res. 41, 893–903 (2007).
Iacovidou, E., Ohandja, D.-G., Gronow, J. & Voulvoulis, N. The household use of food waste disposal units as a waste management option: a review. Crit. Rev. Environ. Sci. Technol. 42, 1485–1508 (2012).
Marashlian, N. & El-Fadel, M. The effect of food waste disposers on municipal waste and wastewater management. Waste Manag. Res. 23, 20–31 (2005).
Wu, L. et al. Global diversity and biogeography of bacterial communities in wastewater treatment plants. Nat. Microbiol. 4, 1183–1195 (2019).
Ehalt Macedo, H. et al. Distribution and characteristics of wastewater treatment plants within the global river network. Earth Syst. Sci. Data 14, 559–577 (2022).
Bernstad, A. et al. Tank-connected food waste disposer systems—current status and potential improvements. Waste Manag. 33, 193–203 (2013).
Maalouf, A. & El-Fadel, M. Effect of a food waste disposer policy on solid waste and wastewater management with economic implications of environmental externalities. Waste Manag. 69, 455–462 (2017).
Zan, F. et al. Integrated food waste management with wastewater treatment in Hong Kong: transformation, energy balance and economic analysis. Water Res. 184, 116155 (2020).
Henze, M., Gujer, W., Mino, T. & Van Loosedrecht, M. Activated sludge models ASM1, ASM2, ASM2d and ASM3. Water Intell. Online 5, 9781780402369 (2015).
Emebu, S., Pecha, J. & Janáčová, D. Review on anaerobic digestion models: model classification & elaboration of process phenomena. >Renew. Sustain. Energy Rev. 160, 112288 (2022).
Zan, F., Tang, W., Jiang, F. & Chen, G. Diversion of food waste into the sulfate-laden sewer: interaction and electron flow of sulfidogenesis and methanogenesis. Water Res. 202, 117437 (2021).
Alvarado, V. I. et al. A standardized stoichiometric life-cycle inventory for enhanced specificity in environmental assessment of sewage treatment. Environ. Sci. Technol. 53, 5111–5123 (2019).
Ekama, G. A. Using bioprocess stoichiometry to build a plant-wide mass balance based steady-state WWTP model. Water Res. 43, 2101–2120 (2009).
DSD. Sewage Services Operating Accounts 2018-19 https://www.dsd.gov.hk/uploads/page/SewageServicesChargingScheme/SSOA2019_20/SSOA%202019_2020_web_e.pdf (2020).
DSD. DSD Sustainability Report 2018-19: Co-use•Re-use•Innovation https://www.dsd.gov.hk/Documents/SustainabilityReports/1819/en/index.html (2020).
DSD. DSD Sustainability Report 2021-22: City, River, Communion https://www.dsd.gov.hk/EN/Files/publication/DSD-SR2021-22_Full_Report.pdf (2023).
World Bank. State and Trends of Carbon Pricing 2024 (2024).
Zan, F. & Hao, T. Sulfate in anaerobic co-digester accelerates methane production from food waste and waste activated sludge. Bioresour. Technol. 298, 122536 (2020).
Dashti, A. et al. Review of higher heating value of municipal solid waste based on analysis and smart modelling. Renew. Sustain. Energy Rev. 151, 111591 (2021).
Chen, D. & Christensen, T. H. Life-cycle assessment (EASEWASTE) of two municipal solid waste incineration technologies in China. Waste Manag. Res. 28, 508–519 (2010).
Quiet Garbage Disposals: Advanced Series—InSinkErator US https://insinkerator.emerson.com/en-us/insinkerator-products/garbage-disposals/advanced-series (2024).
Obradović, D., Marenjak, S. & Šperac, M. Estimating maintenance costs of sewer system. Buildings 13, 500 (2023).
He, Q. et al. Feasibility and optimization of wastewater treatment by chemically enhanced primary treatment (CEPT): a case study of Huangshi. Chem. Speciat. Bioavailab. 28, 209–215 (2016).
Woon, K. S. & Lo, I. M. C. An integrated life cycle costing and human health impact analysis of municipal solid waste management options in Hong Kong using modified eco-efficiency indicator. Resour. Conserv. Recycl. 107, 104–114 (2016).
Eggleston, H. S. et al. IPCC Guidelines for National Greenhouse Gas Inventories (IGES, 2006).
Du, W.-J. et al. Spatiotemporal pattern of greenhouse gas emissions in China’s wastewater sector and pathways towards carbon neutrality. Nat. Water 1, 166–175 (2023).
Zhuang, H., Guan, J., Leu, S.-Y., Wang, Y. & Wang, H. Carbon footprint analysis of chemical enhanced primary treatment and sludge incineration for sewage treatment in Hong Kong. J. Clean. Prod. 272, 122630 (2020).
Research Triangle Institute. Greenhouse Gas Emissions Estimation Methodologies for Biogenic Emissions from Selected Source Categories: Solid Waste Disposal Wastewater Treatment Ethanol Fermentation (2010).
Chun, S.-K. Application of the stoichiometric methane potential obtained by waste elemental analysis to landfill gas modeling. J. Mater. Cycles Waste Manag. 20, 738–744 (2018).
Zan, F., Liang, Z., Jiang, F., Dai, J. & Chen, G. Effects of food waste addition on biofilm formation and sulfide production in a gravity sewer. Water Res. 157, 74–82 (2019).
Jiang, C.-K. et al. A new sulfur bioconversion process development for energy- and space-efficient secondary wastewater treatment. Chem. Eng. J. 473, 145249 (2023).
Acknowledgements
This work was supported by the National Natural Science Foundation of China (52370136, F.Z.), the Hong Kong Research Grants Council (no. T21-604/19-R, G.C.) and the Hong Kong Innovation and Technology Commission (no. ITC-CNERC14EG03, G.C.).
Author information
Authors and Affiliations
Contributions
X.Z., Z.Z. and F.Z. conceived the model. H.W., L.F. and Y.F. curated the data. Z.Z. and C.X. ran the simulations and evaluated the performance. J.D. and C.J. analyzed the results. X.Z., H.G. and F.Z. drafted, reviewed and edited the manuscript. G.C., H.G. and F.Z. supervised the project and secured the funding.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Peer review
Peer review information
Nature Cities thanks Adriana Gómez-Sanabria, Amani Maalouf and Yixuan Wang for their contribution to the peer review of this work.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Supplementary Information
Supplementary Texts 1–3, Figs. 1–5 and Tables 1–6.
Supplementary Data 1
City-specific UBF inputs across 29 cities.
Supplementary Data 2
Food waste characteristics in Hong Kong.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Zou, X., Zhang, Z., Xiao, C. et al. Redefining separate or integrated food waste and wastewater streams for 29 large cities. Nat Cities (2025). https://doi.org/10.1038/s44284-025-00341-8
Received:
Accepted:
Published:
Version of record:
DOI: https://doi.org/10.1038/s44284-025-00341-8