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A bioinspired hierarchical architecture for the high-yield recovery of industrial water vapour

Abstract

Industrial cooling towers discharge substantial amounts of water vapour, and this remains a largely untapped resource. Here, inspired by termite mound thermoregulation, we present a four-tier water-recovery architecture to bridge this gap. The primary tier utilizes a heterostructured microsphere coating to achieve a capillary-driven nucleation rate of 33.6 g m−2 min−1, while enabling 1.7 °C of radiative sub-dewpoint cooling via gradient-refractive index spines. The secondary tier integrates an inverted-pyramid composite that acts as a mechanical shield to enlarge the heat-transfer area. Subsequently, the tertiary tier establishes a radiative cooling-dominant gas–liquid heat-transfer scheme with a net power of 133.7 W m−2. Finally, the quaternary tier employs biomimetic flow channels to suppress vapour dispersion and sustain a self-sustaining ‘condensation–radiative cooling–recondensation’ cycle. Operating passively, the system achieves a recovery rate of 41.6 kg m−2 day−1 and an 83% retention rate. For a 300-MW plant, this yields 2.7 × 108 tonnes of annual water savings, meeting the domestic needs of 2.2 million households.

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Fig. 1: From a bioinspired concept to an implemented design.
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Fig. 2: Analysis of the UTO structure.
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Fig. 3: Structural and thermal properties of the water vapour recovery unit.
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Fig. 4: Surface wettability and micro/nanoscale condensation mechanisms.
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Fig. 5: Structural design for optical optimization.
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Fig. 6: Water recovery from wasted vapour.
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Data availability

All data supporting the findings of this study are available within the Article and its Supplementary Information. Source data are provided with this paper.

References

  1. Postel, S. For our thirsty world, efficiency or else. Science 313, 1046–1047 (2006).

    Article  CAS  Google Scholar 

  2. Fujimori, S., Hanasaki, N. & Masui, T. Projections of industrial water withdrawal under shared socioeconomic pathways and climate mitigation scenarios. Sustain. Sci. 12, 275–292 (2017).

    Article  PubMed  Google Scholar 

  3. Mantelli, M. Development of porous media thermosyphon technology for vapour recovering in cross-current cooling towers. Appl. Therm. Eng. 108, 398–413 (2016).

    Article  Google Scholar 

  4. Gao, Y. et al. High-yield atmospheric water capture via bioinspired material segregation. Proc. Natl Acad. Sci. USA 121, e2321429121 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Li, T. et al. Scalable and efficient solar-driven atmospheric water harvesting enabled by bidirectionally aligned and hierarchically structured nanocomposites. Nat. Water 1, 971–981 (2023).

    Article  CAS  Google Scholar 

  6. Wang, P. et al. Designing next-generation all-weather and efficient atmospheric water harvesting powered by solar energy. Energy Environ. Sci. 18, 7005–7022 (2025).

    Article  CAS  Google Scholar 

  7. Hanikel, N., Prévot, M. & Yaghi, O. MOF water harvesters. Nat. Nanotechnol. 15, 348–355 (2020).

    Article  CAS  PubMed  Google Scholar 

  8. Damak, M. & Varanasi, K. Electrostatically driven fog collection using space charge injection. Sci. Adv. 4, eaao5323 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  9. Ghosh, R., Ray, T. & Ganguly, R. Cooling tower fog harvesting in power plants – a pilot study. Energy 89, 1018–1028 (2015).

    Article  Google Scholar 

  10. Ghosh, R. et al. Influence of metal mesh wettability on fog harvesting in industrial cooling towers. Appl. Therm. Eng. 181, 115963 (2020).

    Article  CAS  Google Scholar 

  11. Ghosh, R. et al. Photocatalytically reactive surfaces for simultaneous water harvesting and treatment. Nat. Sustain. 6, 1663–1672 (2023).

    Article  Google Scholar 

  12. Li, W. et al. Nighttime radiative cooling for water harvesting from solar panels. ACS Photonics 8, 269–275 (2021).

    Article  CAS  Google Scholar 

  13. Zhou, M. et al. Vapour condensation with daytime radiative cooling. Proc. Natl Acad. Sci. USA 118, e2019292118 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Yan, Z. et al. Biological optics, photonics and bioinspired radiative cooling. Prog. Mater. Sci. 144, 101291 (2024).

    Article  Google Scholar 

  15. Zhao, X. et al. A solution-processed radiative cooling glass. Science 382, 684–691 (2023).

    Article  CAS  PubMed  Google Scholar 

  16. Song, J. et al. Durable radiative cooling against environmental aging. Nat. Commun. 13, 4805 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Zhao, Z. et al. Triple-scale structure-induced efficient passive radiative cooling combining robust anticondensation. ACS Nano. 19, 19384–19393 (2025).

    Article  CAS  PubMed  Google Scholar 

  18. Wang, T. et al. A structural polymer for highly efficient all-day passive radiative cooling. Nat. Commun. 12, 365 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. Baghel, V., Sikarwar, B. & Muralidhar, K. Dropwise condensation from moist air over a hydrophobic metallic substrate. Appl. Therm. Eng. 181, 115733 (2020).

    Article  Google Scholar 

  20. Cha, H. et al. Dropwise condensation on solid hydrophilic surfaces. Sci. Adv. 6, eaax0746 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Zhang, S. et al. Bioinspired asymmetric amphiphilic surface for triboelectric enhanced efficient water harvesting. Nat. Commun. 13, 4168 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Zhang, H. et al. 3D bionic water harvesting system for efficient fog capturing and transporting. Adv. Funct. Mater. 34, 2408522 (2024).

    Article  CAS  Google Scholar 

  23. Ma, J. et al. A lipid-inspired highly adhesive interface for durable superhydrophobicity in wet environments and stable jumping droplet condensation. ACS Nano. 16, 4251–4262 (2022).

    Article  CAS  PubMed  Google Scholar 

  24. Lam, C. et al. Condensate droplet roaming on nanostructured superhydrophobic surfaces. Nat. Commun. 16, 1167 (2025).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Lo, C., Chen, Y. & Lu, M. Sustained condensation efficiency on 3D hybrid surfaces. Small Struct. 6, 2400406 (2025).

    Article  CAS  Google Scholar 

  26. Ranathunga, D. et al. Molecular dynamics simulations of water condensation on surfaces with tunable wettability. Langmuir 36, 7383–7391 (2020).

    Article  CAS  PubMed  Google Scholar 

  27. Liddle, J. & Gallatin, G. Nanomanufacturing: a perspective. ACS Nano. 10, 2995–3014 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Pou-Álvarez, P. et al. Efficient autonomous dew water harvesting by laser micropatterning: superhydrophilic and high emissivity robust grooved metallic surfaces enabling filmwise condensation and radiative cooling. Adv. Mater. 37, 2419472 (2025).

    Article  PubMed  PubMed Central  Google Scholar 

  29. Goharshenas, S., Parsimehr, H. & Ehsani, A. Multifunctional superhydrophobic surfaces. Adv. Colloid Interf. Sci. 290, 102397 (2019).

    Article  Google Scholar 

  30. Gu, W. et al. Ultra-durable superhydrophobic cellular coatings. Nat. Commun. 14, 5953 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  31. Yan, D. et al. Durable organic coating-free superhydrophobic metal surface by paracrystalline state formation. Adv. Mater. 37, 2412850 (2025).

    Article  CAS  Google Scholar 

  32. Chen, C. et al. Rosin acid and SiO2 modified cotton fabric to prepare fluorine-free durable superhydrophobic coating for oil-water separation. J. Hazard. Mater. 440, 129797 (2022).

    Article  CAS  PubMed  Google Scholar 

  33. Zhang, C. et al. Bioinspired heterogeneous surface for radiative cooling enhanced power-free moisture harvesting in unsaturated atmosphere. Adv. Mater. 37, 2414389 (2025).

    Article  CAS  Google Scholar 

  34. Peng, X. et al. Chiton-inspired composites synergizing strength and toughness through sinusoidal interlocking interfaces for protective applications. Adv. Mater. 37, 2410836 (2025).

    Article  CAS  Google Scholar 

  35. Singh, K. et al. The architectural design of smart ventilation and drainage systems in termite nests. Sci. Adv. 5, eaat8520 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. DeMarco, E. How termite mounds ‘breathe’. Changes in temperature between day and night ventilates towering structures. Science https://doi.org/10.1126/science.aad1689 (2015).

    Article  PubMed  Google Scholar 

  37. Pennisi, E. Africa’s soil engineers: termites. Science 347, 596–597 (2015).

    Article  CAS  PubMed  Google Scholar 

  38. Bonachela, J. et al. Termite mounds can increase the robustness of dryland ecosystems to climatic change. Science 347, 651–655 (2015).

    Article  CAS  PubMed  Google Scholar 

  39. Li, H. et al. Morphology controllable synthesis of TiO2 by a facile hydrothermal process. Mater. Lett. 62, 4035–4037 (2008).

    Article  CAS  Google Scholar 

  40. Wang, C. & Ying, J. Sol-gel synthesis and hydrothermal processing of anatase and rutile titania nanocrystals. Chem. Mater. 11, 3113–3120 (1999).

    Article  CAS  Google Scholar 

  41. Penn, R. & Banfield, J. Morphology development and crystal growth in nanocrystalline aggregates under hydrothermal conditions: insights from titania. Geochim. Cosmochim. Acta. 63, 1549–1557 (1999).

    Article  CAS  Google Scholar 

  42. Pittenger, B., Erina, N. & Su, C. in Nanomechanical Analysis of High Performance Materials (ed. Tiwari, A.) 31–51 (Springer, 2014); https://doi.org/10.1007/978-94-007-6919-9_2

  43. Chen, H. et al. Enhancing the proportion of three-coordinated Al active sites on Co/Al2O3 for efficient CF4 decomposition. Environ. Sci. Nano. 12, 3530–3538 (2025).

    Article  CAS  Google Scholar 

  44. Sepahvand, S. et al. A promising process to modify cellulose nanofibers for carbon dioxide (CO2) adsorption. Carbohyd. Polym. 230, 115571 (2020).

    Article  CAS  Google Scholar 

  45. Jain, A. et al. Surface properties and bacterial behavior of micro conical dimple textured Ti6Al4V surface through micro-milling. Surf. Interface. 21, 100714 (2020).

    Article  CAS  Google Scholar 

  46. Davis, A. et al. Spray impact resistance of a superhydrophobic nanocomposite coating. AIChE J. 60, 3025–3032 (2014).

    Article  CAS  Google Scholar 

  47. Xie, B. et al. ‘Sandwich structured’ composite film with double barrier radiative cooling, adjustable heating, and multi-reflective electromagnetic interference shielding for all-weather protection. ACS Photonics 11, 5039–5049 (2024).

    Article  CAS  Google Scholar 

  48. Wang, D. et al. Design of robust superhydrophobic surfaces. Nature 582, 55–59 (2020).

    Article  CAS  PubMed  Google Scholar 

  49. Ding, Z. et al. Iridescent daytime radiative cooling with no absorption peaks in the visible range. Small 18, 2202400 (2022).

    Article  CAS  Google Scholar 

  50. Lee, M. et al. Photonic structures in radiative cooling. Light Sci. Appl. 12, 134 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  51. Zhai, Y. et al. Scalable-manufactured randomized glass-polymer hybrid metamaterial for daytime radiative cooling. Science 355, 1062–1066 (2017).

    Article  CAS  PubMed  Google Scholar 

  52. Tao, J. et al. Side structural regulation strategy of 3D gear evaporators for enhanced solar water evaporation and salt harvesting. Desalination 614, 119206 (2025).

    Article  CAS  Google Scholar 

  53. Li, T. et al. Simultaneous atmospheric water production and 24-hour power generation enabled by moisture-induced energy harvesting. Nat. Commun. 13, 6771 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  54. Li, J. et al. Tandem atmospheric water harvesting and passive cooling enabled by hygroscopic biopolymer-based aerogels. Adv. Funct. Mater. 35, 2423063 (2025).

    Article  CAS  Google Scholar 

  55. Xu, J. et al. All-in-one hybrid atmospheric water harvesting for all-day water production by natural sunlight and radiative cooling. Energy Environ. Sci. 17, 4988–5001 (2024).

    Article  CAS  Google Scholar 

  56. Guo, H. et al. Super moisture-sorbent sponge for sustainable atmospheric water harvesting and power generation. Adv. Mater. 36, 2414285 (2024).

    Article  CAS  Google Scholar 

  57. Ahmad, S. et al. Lubricated surface in a vertical double-sided architecture for radiative cooling and atmospheric water harvesting. Adv. Mater. 36, 2404037 (2024).

    Article  CAS  Google Scholar 

  58. Zou, H. et al. Solar-driven scalable hygroscopic gel for recycling water from passive plant transpiration and soil evaporation. Nat. Water 2, 663–673 (2024).

    Article  CAS  Google Scholar 

  59. LaPotin, A. et al. Dual-stage atmospheric water harvesting device for scalable solar-driven water production. Joule 5, 166–182 (2021).

    Article  CAS  Google Scholar 

  60. Haechler, I. et al. Exploiting radiative cooling for uninterrupted 24-hour water harvesting from the atmosphere. Sci. Adv. 7, eabf3978 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

We acknowledge the National Natural Science Foundation of China (grant no. 52573034 to T.W.) and the National Key Research and Development Program of China (grant no. 2022YFC3901902 to T.W.).

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Contributions

J.Q., Z.W. and T.W. designed the project. T.W. and H.X. supervised and reviewed it. C.Z., C.G. and F.F. fabricated the samples. C.Z., C.G. and W.Z. performed the experiments and measurements. C.Z. and K.Z. offered assistance with the modelling and equipment. C.Z., T.W. and H.X. wrote the Article and Supplementary Information. C.Z. processed data and plotted images. C.Z., C.G., W.Z. and K.Z. contributed to the data analysis and manuscript review. All authors discussed the results and commented on the manuscript.

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Correspondence to Ting Wu.

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Nature Water thanks Jonathan Boreyko, Xianming Dai and Tingxian Li for their contribution to the peer review of this work.

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Zhang, C., Xie, H., Guo, C. et al. A bioinspired hierarchical architecture for the high-yield recovery of industrial water vapour. Nat Water (2026). https://doi.org/10.1038/s44221-026-00635-8

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