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Wastewater–phosphorus coupling accelerates biofilm–mineral–particulate interactions in irrigation pipelines


Abstract

Biogas slurry, a liquid by-product of anaerobic digestion, is increasingly reused in agriculture, but its low phosphorus content often requires external supplementation. When phosphorus is introduced into slurry fertigation, it interacts with Ca²⁺, Mg²⁺, bicarbonates, and organic matter, creating conditions that can accelerate pipeline clogging. In this study, we combined a 60-day accelerated pipeline experiment with mineralogical analysis, scanning electron microscopy, and high-throughput sequencing to examine how wastewater–phosphorus coupling influences fouling. Slurry alone caused little short-term clogging, but the addition of phosphorus led to sharp increases in fouling mass (up to 130%) and flow reduction (up to 90%). Mineralogical analyses identified secondary phosphate precipitates such as brushite, baricite, and apatite, while microbial community profiling showed greater diversity, persistence, and biofilm-forming capacity under phosphorus conditions. Correlation analysis and structural equation modeling demonstrated that precipitates provided scaffolds for biofilm growth, particulates enhanced microbial attachment, and biofilms linked physical and chemical processes to hydraulic decline. These results show that pipeline fouling under wastewater–phosphorus coupling arises from the synergy of biofilms, minerals, and particulates, and they offer mechanistic guidance for designing fouling control systems that support sustainable reuse of livestock wastewater.

Data availability

The data that supports the findings of this study will be made available from the corresponding author on reasonable request.

References

  1. You, X. G. et al. A novel microbubbles-assisted Fe-C micro-electrolysis system to bridge the anaerobic digestion and microalgae cultivation: the dual drive of electron transfer and coagulation. Chem. Eng. J. 517, 164185 (2025).

    Google Scholar 

  2. Liu, Z. Y. et al. Combination of magnetic field and ultraviolet for fouling control in saline wastewater distribution systems. Water Res. 251, 121118 (2024).

    Google Scholar 

  3. Tong, Z. Y. et al. The new strategies for high efficiency removal of antibiotics and antibiotic resistance genes by direct bio-drying of biogas slurry: microbiological mechanisms. Water Res. 283, 123763 (2025).

    Google Scholar 

  4. Lu, Y. et al. Long-term biogas slurry application increased antibiotics accumulation and antibiotic resistance genes (ARGs) spread in agricultural soils with different properties. Sci. Total Environ. 759, 143473 (2021).

    Google Scholar 

  5. Tang, Y. F. et al. Fate and transfer of heavy metals following repeated biogas slurry application in a rice-wheat crop rotation. J. Environ. Manag. 270, 110938 (2020).

    Google Scholar 

  6. Akhiar, A., Battimelli, A., Torrijos, M. & Carrere, H. Comprehensive characterization of the liquid fraction of digestates from full-scale anaerobic co-digestion. Waste Manag. 59, 118–128 (2017).

    Google Scholar 

  7. Dan, L. et al. Physiological and transcriptomic responses of microalgal-bacterial co-culture reveal nutrient removal and lipid production during biogas slurry treatment. Bioresour. Technol. 416, 131810 (2024).

    Google Scholar 

  8. Jiang, Y., Zhang, Y. & Li, H. Research progress and analysis on comprehensive utilization of livestock and poultry biogas slurry as agricultural resources. Agriculture 13, 2216 (2023).

    Google Scholar 

  9. Bechtaoui, N. et al. Phosphate-dependent regulation of growth and stresses management in plants. Front. Plant Sci. 12, 679916 (2021).

    Google Scholar 

  10. Lou, H. et al. Quantitative evaluation of legacy phosphorus and its spatial distribution. J. Environ. Manag. 211, 296–305 (2018).

    Google Scholar 

  11. Liu, W. C. et al. Micro-nanobubbles to alleviate ultrafiltration membrane fouling for biogas slurry concentration and nutrient enrichment: performance and molecular mechanisms. J. Membr. Sci. 731, 124221 (2025).

    Google Scholar 

  12. Uhuegbue, P. O., Stein, M., Kalbitz, K. & Schaller, J. Silicon effects on soil phosphorus availability: results obtained depend on the method used. Front. Environ. Sci. 12, 1461477 (2024).

    Google Scholar 

  13. Muhammad, T., Zhou, B., Liu, Z., Chen, X. & Li, Y. Effects of phosphorus-fertigation on emitter clogging in drip irrigation system with saline water. Agric. Water Manag. 243, 106392 (2021).

    Google Scholar 

  14. Meng, X. Y. et al. Food waste anaerobic biogas slurry as fertilizer: potential salinization on different soil layer and effect on rhizobacteria community. Waste Manag. 144, 490–501 (2022).

    Google Scholar 

  15. Xiao, Y. et al. Interaction and adaptation of phosphorus fertilizer and calcium ion in drip irrigation systems: the perspective of emitter clogging. Agric. Water Manag. 282, 108269 (2023).

    Google Scholar 

  16. Liu, Z., Hou, P., Zha, Y., Muhammad, T. & Li, Y. Salinity threshold of desalinated saline water used for drip irrigating: the perspective of emitter clogging. J. Clean. Prod. 361, 132143 (2022).

    Google Scholar 

  17. Qiu, X. et al. Elimination of clogging of a biogas slurry drip irrigation system using the optimal acid and chlorine addition mode. Agriculture 12, 777 (2022).

    Google Scholar 

  18. Bergonzoli, S. et al. Feeding emitters for micro irrigation with a digestate liquid fraction up to 25% dilution did not reduce their performance. Agronomy 10, 1150 (2020).

    Google Scholar 

  19. Shi, K., Lu, T., Zheng, W., Zhang, X. & Zhangzhong, L. L. A review of the category, mechanism, and controlling methods of chemical clogging in drip irrigation system. Agriculture 12, 202 (2022).

    Google Scholar 

  20. Valentinuzzi, F. et al. The fertilising potential of manure-based biogas fermentation residues: pelleted vs. liquid digestate. Heliyon 6, e03325 (2020).

    Google Scholar 

  21. Chen, Q. et al. Effects of biogas slurry on microbial phosphorus metabolism in soil of camellia oleifera plantations. Land 14, 718 (2025).

    Google Scholar 

  22. Chtouki, M., Naciri, R. & Oukarroum, A. A review on phosphorus drip fertigation in the Mediterranean region: fundamentals, current situation, challenges, and perspectives. Heliyon 10, e25543 (2024).

    Google Scholar 

  23. Wang, S. et al. Study on the performance of filters under biogas slurry drip irrigation systems. Agriculture 15, 30 (2025).

    Google Scholar 

  24. Cichy, B., Kużdżał, E. & Krztoń, H. Phosphorus recovery from acidic wastewater by hydroxyapatite precipitation. J. Environ. Manag. 232, 421–427 (2019).

    Google Scholar 

  25. Cao, X. D. & Harris, W. Carbonate and magnesium interactive effect on calcium phosphate precipitation. Environ. Sci. Technol. 42, 436–442 (2008).

    Google Scholar 

  26. Shen, Y. et al. Physical, chemical and biological emitter clogging behaviors in drip irrigation systems using high-sediment loaded water. Agric. Water Manag. 270, 107738 (2022).

    Google Scholar 

  27. Ma, C. J. et al. Using phosphate fertilizer to reduce emitter clogging of drip fertigation systems with high salinity water. J. Environ. Manag. 263, 110366 (2020).

    Google Scholar 

  28. Nath, S. Phosphorus chemistry at the roots of bioenergetics: ligand permutation as the molecular basis of the mechanism of ATP synthesis/hydrolysis by FOF1-ATP synthase. Molecules 28, 7486 (2023).

    Google Scholar 

  29. Pasek, M. A role for phosphorus redox in emerging and modern biochemistry. Curr. Opin. Chem. Biol. 49, 53–58 (2019).

    Google Scholar 

  30. Palihakkara, J., Attanayake, C. P., Burkitt, L. & Jeyakumar, P. Phosphorus release and transformations in contrasting tropical paddy soils under fertiliser application. J. Soil Sci. Plant Nutr. 25, 4570–4587 (2025).

    Google Scholar 

  31. Zhou, L. et al. The synergistic effects of different phosphorus sources: ferrallisols promoted soil phosphorus transformation and accumulation. Agronomy 14, 2372 (2024).

    Google Scholar 

  32. Muratore, D., Gilbert, N. E., LeCleir, G. R., Wilhelm, S. W. & Weitz, J. S. Diel partitioning in microbial phosphorus acquisition in the Sargasso Sea. Proc. Natl. Acad. Sci. USA 122, e2410268122 (2025).

    Google Scholar 

  33. Jo, J., Price-Whelan, A. & Dietrich, L. E. P. Gradients and consequences of heterogeneity in biofilms. Nat. Rev. Microbiol 20, 593–607 (2022).

    Google Scholar 

  34. Douterelo, I. et al. Impact of phosphate dosing on the microbial ecology of drinking water distribution systems: fieldwork studies in chlorinated networks. Water Res. 187, 116416 (2020).

    Google Scholar 

  35. Jain, S., Fang, C. & Achal, V. A critical review on microbial carbonate precipitation via denitrification process in building materials. Bioengineered 12, 7529–7551 (2021).

    Google Scholar 

  36. Goldberg, M. A. et al. Insitu magnesium calcium phosphate cements formation: From one pot powders precursors synthesis to in vitro investigations. Bioact. Mater. 5, 644–658 (2020).

    Google Scholar 

  37. Puente-Sánchez, F., Pascual-García, A., Bastolla, U., Pedrós-Alió, C. & Tamames, J. Cross-biome microbial networks reveal functional redundancy and suggest genome reduction through functional complementarity. Commun. Biol. 7, 1046 (2024).

    Google Scholar 

  38. Ramond, P., Galand, P. E. & Logares, R. Microbial functional diversity and redundancy: moving forward. FEMS Microbiol. Rev. 49, fuae031 (2025).

    Google Scholar 

  39. Del-olmo, G. et al. Influence of phosphate dosing on biofilms development on lead in chlorinated drinking water bioreactors. NPJ Biofilms Microbiomes 6, 43 (2020).

    Google Scholar 

  40. Badawy, M. H. et al. Impacts of orthophosphate addition on chloramine decay and biofilm development in a model drinking water distribution system. Water Res. 282, 123712 (2025).

    Google Scholar 

  41. Rosales, E., Del-Olmo, G., Calero, P. C. & Douterelo, I. Phosphate dosing in drinking water distribution systems promotes changes in biofilm structure and functional genetic diversity. Front. Microbiol. 11, 599091 (2020).

    Google Scholar 

  42. Boudarel, H., Mathias, J. D., Blaysat, B. & Grédiac, M. Towards standardized mechanical characterization of microbial biofilms: analysis and critical review. NPJ Biofilms Microbiomes 4, 17 (2018).

    Google Scholar 

  43. Zheng, S. et al. Implication of surface properties, bacterial motility, and hydrodynamic conditions on bacterial surface sensing and their initial adhesion. Front. Bioeng. Biotechnol. 9, 643722 (2021).

    Google Scholar 

  44. Flemming, H. C. & Wingender, J. The biofilm matrix. Nat. Rev. Microbiol. 8, 623–633 (2010).

    Google Scholar 

  45. Kim, B., Madukoma, C. S., Shrout, J. D. & Nerenberg, R. Effect of EPS production on the performance of membrane-based biofilm reactors. Water Res. 240, 120101 (2023).

    Google Scholar 

  46. Stewart, P. S. & Franklin, M. J. Physiological heterogeneity in biofilms. Nat. Rev. Microbiol. 6, 199–210 (2008).

    Google Scholar 

  47. Mu, M. et al. Influence of surface roughness, nanostructure, and wetting on bacterial adhesion. Langmuir 39, 5426–5439 (2023).

    Google Scholar 

  48. Walch, H., Kammer, F. V. D. & Hofmann, T. Freshwater suspended particulate matter-Key components and processes in floc formation and dynamics. Water Res. 220, 118655 (2022).

    Google Scholar 

  49. Wang, Y. Y. et al. Assessment of water quality ions in brackish water on drip irrigation system performance applied in saline areas. Agric. Water Manag. 289, 108544 (2023).

    Google Scholar 

  50. Ren, C. et al. Coprecipitation of phosphate with calcite: molecular-scale evidence for incorporation and inclusion mechanisms. Geochim. Cosmochim. Acta 399, 1–17 (2025).

    Google Scholar 

  51. Strohm, S. B., Saldi, G. D., Mavromatis, V., Schmahl, W. W. & Jordan, G. A. Study on ikaite growth in the presence of phosphate. Aquat. Geochem. 29, 219–233 (2023).

    Google Scholar 

  52. Hou, P. et al. Multi-factorial failure of pressure-compensating emitters in drip fertigation systems: an in-situ sampling investigation. Agric. Water Manag. 275, 108036 (2023).

    Google Scholar 

  53. Muhammad, T. et al. Assessment of emitter clogging with multiple fouling and root intrusion in sub-surface drip irrigation during 5-year sugarcane growth. Agric. Water Manag. 274, 107981 (2022).

    Google Scholar 

  54. Chen, C., Zhang, Y., Hou, L. A., Takizawa, S. & Yang, Y. Insights into dynamic evolution of combined scaling-biofouling in reverse osmosis. Membr. Sci. 692, 122295 (2024).

    Google Scholar 

  55. Jeong, H. Y., Jun, S. C., Cheon, J. Y. & Park, M. A review on clogging mechanisms and managements in aquifer storage and recovery (ASR) applications. Geosci. J. 22, 667–679 (2018).

    Google Scholar 

  56. Cui, R. J., Ye, X. Y. & Du, X. Q. Coupled effects of bacteria and suspended solids on clogging during managed aquifer recharge. J. Hydrol. 600, 126543 (2021).

    Google Scholar 

  57. Ramachandrula, V. R. & Kasa, R. R. Prevention and treatment of drip emitter clogging: a review of various innovative methods. Water Pr. Technol. 17, 2059–2070 (2022).

    Google Scholar 

  58. Pereira, C. N. D. B., Daleprane, B., Barbosa, P. F., Moreira, A. N. & De-Magalhaes, C. S. Qualitative evaluation of scanning electron microscopy methods in a study of the resin cement/dentine adhesive interface. Microsc. Microanal. 20, 268–275 (2014).

    Google Scholar 

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Acknowledgements

Funding support for this research was provided by the National Natural Science Foundation of China (52309054, U2443211, 52209074), the National Key Research and Development Plan (2021YFD1900900), Key R&D Program of Shandong Province, China (2023TZXD087), Technical System of Ecological Agriculture of Modern Agricultural Technology System in Shandong Province (SDAIT-30-01) and the Taishan Scholars Program (tstp20230646).

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M.C. conceived the study, conducted the investigation, administered the project, and drafted the original manuscript. C.N. contributed to the methodology and reviewed the manuscript. L.B. performed data visualization and formal analysis and reviewed the manuscript. S.N. provided resources, performed formal analysis, and reviewed the manuscript. S.Z. validated the results and reviewed and edited the manuscript. L.Y. supervised the study and reviewed and edited the manuscript. H.P. conceptualized the study, developed the methodology, validated the results, and reviewed and edited the manuscript. X.Y. supervised the overall research, validated the findings, administered the project, and reviewed and edited the manuscript. All authors read and approved the final manuscript.

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Correspondence to
Peng Hou or Yang Xiao.

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Ma, C., Cao, E., Li, B. et al. Wastewater–phosphorus coupling accelerates biofilm–mineral–particulate interactions in irrigation pipelines.
npj Clean Water (2025). https://doi.org/10.1038/s41545-025-00547-2

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