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Effects of variable material properties in coldwater convection

Daisuke Noto*

Hugo N. Ulloa

  • *Contact author: dnoto@eng.hokudai.ac.jp

Phys. Rev. Fluids 11, 063501 – Published 3 June, 2026

DOI: https://doi.org/10.1103/77tz-mg44

Abstract

Thermally driven flows have been extensively studied using the canonical Oberbeck-Boussinesq (OB) approximation, which treats material properties as constant except for the buoyancy force, where small density variations are fundamental to driving motion. Yet the validity of this approximation in coldwater systems remains largely unexplored. In such environments, density variations associated with a given temperature difference are relatively small due to the nonlinear equation of state. In contrast, variation in dynamic viscosity and thermal conductivity remains moderate, comparable to those in warmer systems. Here we numerically investigate the effects of temperature-dependent material properties in two canonical configurations of ice-bounded waterbodies: horizontal and vertical convection. Our results show that variable material properties remain dynamically important and significantly affect global transport quantities in quasi-steady states. In particular, we identify anomalous dynamics under specific conditions, in which the dominance of cold and warm circulations completely reverses. This anomaly leads to up to O(10%) of over- or underestimation in global quantities, including the water-to-ice heat flux, which controls systems' energy and ice melt rates. Although the relative importance of the variable material properties depends on domain size and boundary conditions, their persistent influence in both local dynamics and global quantities underscores their non-negligible and, sometimes, pivotal effects in cold aquatic systems. We therefore conclude that the conventional OB approximation may lead to misinterpretation of the dynamics of cryospheric water bodies by excessively simplifying the underlying thermophysical variability.

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References (66)

  1. Y. Du, E. Calzavarini, and C. Sun, The physics of freezing and melting in the presence of flows, Nat. Rev. Phys. 6, 676 (2024).
  2. IMBIE Team, Mass balance of the Antarctic Ice Sheet from 1992 to 2017, Nature (London) 558, 219 (2018).
  3. IMBIE Team, Mass balance of the Greenland Ice Sheet from 1992 to 2018, Nature (London) 579, 233 (2020).
  4. GlaMBIE Team, Community estimate of global glacier mass changes from 2000 to 2023, Nature (London) 639, 382 (2025).
  5. A. Oberbeck, Ueber die Wärmeleitung der Flüssigkeiten bei Berücksichtigung der Strömungen infolge von Temperaturdifferenzen, Ann. Phys. 243, 271 (1879).
  6. J. Boussinesq, Théorie Analytique de la Chaleur: Mise en Harmonie Avec la Thermodynamique et Avec la Théorie Mécanique de la Lumière (Gauthier-Villars, Paris, 1903), Vol. 2.
  7. G. Ahlers, S. Grossmann, and D. Lohse, Heat transfer and large scale dynamics in turbulent Rayleigh-Bénard convection, Rev. Mod. Phys. 81, 503 (2009).
  8. G. Ahlers, E. Brown, F. F. Araujo, D. Funfschilling, S. Grossmann, and D. Lohse, Non-Oberbeck–Boussinesq effects in strongly turbulent Rayleigh–Bénard convection, J. Fluid Mech. 569, 409 (2006).
  9. K. Sugiyama, E. Calzavarini, S. Grossmann, and D. Lohse, Flow organization in two-dimensional non-Oberbeck–Boussinesq Rayleigh–Bénard convection in water, J. Fluid Mech. 637, 105 (2009).
  10. V. Valori, G. Elsinga, M. Rohde, M. Tummers, J. Westerweel, and T. van der Hagen, Experimental velocity study of non-Boussinesq Rayleigh–Bénard convection, Phys. Rev. E 95, 053113 (2017).
  11. A. D. Demou and D. G. Grigoriadis, Direct numerical simulations of Rayleigh–Bénard convection in water with non-Oberbeck–Boussinesq effects, J. Fluid Mech. 881, 1073 (2019).
  12. S. Weiss, M. S. Emran, and O. Shishkina, What Rayleigh numbers are achievable under Oberbeck–Boussinesq conditions? J. Fluid Mech. 986, R2 (2024).
  13. E. S. Boyce, R. J. Motyka, and M. Truffer, Flotation and retreat of a lake-calving terminus, Mendenhall Glacier, southeast Alaska, USA, J. Glaciol. 53, 211 (2007).
  14. S. Sugiyama, M. Minowa, D. Sakakibara, P. Skvarca, T. Sawagaki, Y. Ohashi, N. Naito, and K. Chikita, Thermal structure of proglacial lakes in Patagonia, JGR Earth Surface 121, 2270 (2016).
  15. M. Leppäranta, E. Lindgren, and L. Arvola, Heat balance of supraglacial lakes in the western Dronning Maud Land, Ann. Glaciol. 57, 39 (2016).
  16. Z. Zhong, K. Yang, and J. Lloyd, Variable property effects in laminar natural convection in a square enclosure, J. Heat Transfer. 107, 133 (1985).
  17. M. Ishikawa, T. Hirata, and S. Noda, Numerical simulation of natural convection with density inversion in a square cavity, Numer. Heat Transfer A 37, 395 (2000).
  18. D. Lin and M. Nansteel, Natural convection heat transfer in a square enclosure containing water near its density maximum, Int. J. Heat Mass Transf. 30, 2319 (1987).
  19. A. Osorio, R. Avila, and J. Cervantes, On the natural convection of water near its density inversion in an inclined square cavity, Int. J. Heat Mass Transf. 47, 4491 (2004).
  20. H. Inaba and T. Fukuda, Natural convection in an inclined square cavity in regions of density inversion of water, J. Fluid Mech. 142, 363 (1984).
  21. S. Braga and R. Viskanta, Transient natural convection of water near its density extremum in a rectangular cavity, Int. J. Heat Mass Transf. 35, 861 (1992).
  22. P. Mayeli and G. J. Sheard, Buoyancy-driven flows beyond the Boussinesq approximation: A brief review, Int. Commun. Heat Mass Transfer 125, 105316 (2021).
  23. H. N. Ulloa, K. B. Winters, A. Wüest, and D. Bouffard, Differential heating drives downslope flows that accelerate mixed-layer warming in ice-covered waters, Geophys. Res. Lett. 46, 13872 (2019).
  24. P. Léard, B. Favier, P. Le Gal, and M. Le Bars, Coupled convection and internal gravity waves excited in water around its density maximum at 4C, Phys. Rev. Fluids 5, 024801 (2020).
  25. T. Hanson, M. Stastna, and A. Coutino, Stratified shear instability in the cabbeling regime, Phys. Rev. Fluids 6, 084802 (2021).
  26. A. P. Grace, M. Stastna, K. G. Lamb, and K. A. Scott, Asymmetries in gravity currents attributed to the nonlinear equation of state, J. Fluid Mech. 915, A18 (2021).
  27. J. Olsthoorn, E. W. Tedford, and G. A. Lawrence, The cooling box problem: Convection with a quadratic equation of state, J. Fluid Mech. 918, A6 (2021).
  28. L.-A. Couston and M. Siegert, Dynamic flows create potentially habitable conditions in Antarctic subglacial lakes, Sci. Adv. 7, eabc3972 (2021).
  29. A. P. Grace, M. Stastna, K. G. Lamb, and K. A. Scott, Gravity currents in the cabbeling regime, Phys. Rev. Fluids 8, 014502 (2023).
  30. R. Yang, C. J. Howland, H.-R. Liu, R. Verzicco, and D. Lohse, Bistability in radiatively heated melt ponds, Phys. Rev. Lett. 131, 234002 (2023).
  31. D. J. M. Allum and M. Stastna, Simulations of buoyant flows driven by variations in solar radiation beneath ice cover, Phys. Rev. Fluids 9, 063501 (2024).
  32. G. O. Hughes and R. W. Griffiths, Horizontal convection, Annu. Rev. Fluid Mech. 40, 185 (2008).
  33. B. Gayen, R. W. Griffiths, G. O. Hughes, and J. A. Saenz, Energetics of horizontal convection, J. Fluid Mech. 716, R10 (2013).
  34. O. Shishkina, S. Grossmann, and D. Lohse, Heat and momentum transport scalings in horizontal convection, Geophys. Res. Lett. 43, 1219 (2016).
  35. C. S. Ng, A. Ooi, D. Lohse, and D. Chung, Vertical natural convection: Application of the unifying theory of thermal convection, J. Fluid Mech. 764, 349 (2015).
  36. O. Shishkina, Momentum and heat transport scalings in laminar vertical convection, Phys. Rev. E 93, 051102(R) (2016).
  37. E. W. Lemmon, I. H. Bell, M. L. Huber, and M. O. McLinden, Thermophysical properties of fluid systems, in NIST Standard Reference Database 69: NIST Chemistry WebBook, edited by P. Linstrom and W. Mallard (National Institute of Standards and Technology, Gaithersburg, MD, 2024), https://webbook.nist.gov/chemistry/fluid/.
  38. D. Noto and H. N. Ulloa, Melting dynamics of freely floating ice in calm waters, Sci. Adv. 12, eady3529 (2026).
  39. H. N. Ulloa, A. Wüest, and D. Bouffard, Mechanical energy budget and mixing efficiency for a radiatively heated ice-covered waterbody, J. Fluid Mech. 852, R1 (2018).
  40. S. Musman, Penetrative convection, J. Fluid Mech. 31, 343 (1968).
  41. Z. Wang, E. Calzavarini, C. Sun, and F. Toschi, How the growth of ice depends on the fluid dynamics underneath, Proc. Natl. Acad. Sci. USA 118, e2012870118 (2021).
  42. D. Xu, R. Yang, R. Verzicco, and D. Lohse, Aspect ratio effect on side and basal melting in fresh water, J. Fluid Mech. 1010, A40 (2025).
  43. R. A. Fine and F. J. Millero, Compressibility of water as a function of temperature and pressure, J. Chem. Phys. 59, 5529 (1973).
  44. B. Gebhart and J. C. Mollendorf, Buoyancy-induced flows in water under conditions in which density extrema may arise, J. Fluid Mech. 89, 673 (1978).
  45. E. C. Carmack, Combined influence of inflow and lake temperatures on spring circulation in a riverine lake, J. Phys. Oceanogr. 9, 422 (1979).
  46. G. Estay, D. Noto, and H. N. Ulloa, Under-ice convective regimes driven by sunlight and sediment temperature control water–ice heat flux, PNAS Nexus 5, pgag045 (2026).
  47. A. Arakawa and V. R. Lamb, Computational design of the basic dynamical processes of the UCLA General Circulation Model, in General Circulation Models of the Atmosphere, Methods in Computational Physics: Advances in Research and Applications, Vol. 17, edited by J. Chang (Elsevier, New York, 1977), pp. 173–265.
  48. A. A. Amsden and F. H. Harlow, A simplified MAC technique for incompressible fluid flow calculations, J. Comput. Phys. 6, 322 (1970).
  49. D. Noto and H. N. Ulloa, Numerical code, Two-dimensional direct numerical simulation of thermal convection in water with actual material properties, Zenodo, 2025, https://doi.org/10.5281/zenodo.17189478.
  50. O. Shishkina, R. J. Stevens, S. Grossmann, and D. Lohse, Boundary layer structure in turbulent thermal convection and its consequences for the required numerical resolution, New J. Phys. 12, 075022 (2010).
  51. D. Noto, T. Terada, T. Yanagisawa, T. Miyagoshi, and Y. Tasaka, Developing horizontal convection against stable temperature stratification in a rectangular container, Phys. Rev. Fluids 6, 083501 (2021).
  52. D. Noto, H. N. Ulloa, T. Yanagisawa, and Y. Tasaka, Stratified horizontal convection, J. Fluid Mech. 970, A21 (2023).
  53. S. Zilitinkevich, K. Kreiman, and A. Y. Terzhevik, The thermal bar, J. Fluid Mech. 236, 27 (1992).
  54. P. R. Holland and A. Kay, A review of the physics and ecological implications of the thermal bar circulation, Limnologica 33, 153 (2003).
  55. B. O. Tsydenov, A numerical study of the thermal bar in shallow water during the autumn cooling, J. Great Lakes Res. 45, 715 (2019).
  56. Z. Virag, M. Živić, and A. Galović, Influence of natural convection on the melting of ice block surrounded by water on all sides, Int. J. Heat Mass Transf. 49, 4106 (2006).
  57. A. Sedaghatkish, F. Doumenc, P.-Y. Jeannin, and M. Luetscher, Modelling the effect of free convection on permafrost melting rates in frozen rock clefts, Cryosphere 18, 4531 (2024).
  58. W. Tong and J. N. Koster, Natural convection of water in a rectangular cavity including density inversion, Int. J. Heat Fluid Flow 14, 366 (1993).
  59. T. Wei and J. N. Koster, Density inversion effect on transient natural convection in a rectangular enclosure, Int. J. Heat Mass Transf. 37, 927 (1994).
  60. M. A. Hossain and D. S. Rees, Natural convection flow of water near its density maximum in a rectangular enclosure having isothermal walls with heat generation, Heat Mass Transfer 41, 367 (2005).
  61. S. Weady, J. Tong, A. Zidovska, and L. Ristroph, Anomalous convective flows carve pinnacles and scallops in melting ice, Phys. Rev. Lett. 128, 044502 (2022).
  62. K. B. Winters, H. N. Ulloa, A. Wüest, and D. Bouffard, Energetics of radiatively heated ice-covered lakes, Geophys. Res. Lett. 46, 8913 (2019).
  63. S. E. Hampton, M. V. Moore, T. Ozersky, E. H. Stanley, C. M. Polashenski, and A. W. Galloway, Heating up a cold subject: Prospects for under-ice plankton research in lakes, J. Plankton Res. 37, 277 (2015).
  64. L. B. Knoll, S. Sharma, B. A. Denfeld, G. Flaim, Y. Hori, J. J. Magnuson, D. Straile, and G. A. Weyhenmeyer, Consequences of lake and river ice loss on cultural ecosystem services, Limnol. Oceanogr. Lett. 4, 119 (2019).
  65. R. I. Woolway, L. Huang, S. Sharma, S.-S. Lee, K. B. Rodgers, and A. Timmermann, Lake ice will be less safe for recreation and transportation under future warming, Earth's Future 10, e2022EF002907 (2022).
  66. S. E. Hampton, S. M. Powers, H. A. Dugan, L. B. Knoll, B. C. McMeans, M. F. Meyer, C. M. O'Reilly, T. Ozersky, S. Sharma, D. C. Barrett, et al., Environmental and societal consequences of winter ice loss from lakes, Science 386, eadl3211 (2024).

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