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arxiv: 2604.24979 · v2 · submitted 2026-04-27 · ⚛️ physics.flu-dyn · cond-mat.mtrl-sci· physics.geo-ph

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Non-Oberbeck-Boussinesq effects in coldwater

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Pith reviewed 2026-05-07 17:53 UTC · model grok-4.3

classification ⚛️ physics.flu-dyn cond-mat.mtrl-sciphysics.geo-ph
keywords convectioneffectsnumberclassicalmaterialpropertiesheathere
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The pith

Non-Oberbeck-Boussinesq effects in near-freezing water lower mean temperature, break mean-profile symmetry, shift critical Rayleigh number slightly, and preserve classical Nu and Re scalings after correction at intermediate Prandtl number.

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

Water near 0 °C has an unusual density curve that peaks at 4 °C, plus rising viscosity and falling thermal conductivity as it cools. Standard convection models ignore these changes and assume constant properties plus a straight-line density-temperature relation. The authors instead keep the full temperature dependence inside the equations and simulate convection between two plates, one cold and one warmer, using direct numerical simulation. They observe that the fluid as a whole sits at a lower average temperature than in the constant-property case and that the temperature profile is no longer symmetric about the mid-plane. The onset of convection also moves to a slightly higher Rayleigh number. Once this new onset value is used, the heat transport (Nusselt number) and the flow speed (Reynolds number) still follow the same power-law relations that have been known for ordinary fluids. The Reynolds-number scaling that normally appears only at very high viscosity ratios here appears at a moderate viscosity ratio around 10. These changes matter for any body of water that is close to freezing and bounded by ice.

Core claim

We show that non-Oberbeck--Boussinesq effects lower the mean fluid temperature relative to the standard case and break the classical symmetry of the mean temperature profile. [...] After accounting for this shift, the nondimensional heat transfer rate, Nu, follows the classical scaling with supercriticality, while Re remains consistent with the Grossmann--Lohse unifying theory, Re∝(Ra−Ra_c)^{1/2} for low-Ra convection (regime I_u) and Re∝(Ra−Ra_c)^{4/7} at high-Ra (regime III_u).

Load-bearing premise

The specific functional forms chosen for ρ(T), μ(T), and k(T) near 0 °C, together with the assumption that the direct numerical simulations fully resolve all relevant scales and boundary layers without numerical artifacts or insufficient domain size, are sufficient to capture the reported symmetry breaking and the small Ra_c shift.

Figures

Figures reproduced from arXiv: 2604.24979 by Daisuke Noto, Gustavo Estay, Hugo N. Ulloa.

Figure 1
Figure 1. Figure 1: Temperature dependence of material properties for cold water, including (a) density, (b) dynamic viscosity and (c) thermal conductivity. Black dashed lines correspond to the models described in § 2.1, while key values are highlighted with diamonds, considering example values of 𝑇𝑏, 𝑇𝑟 and 𝑇𝑡 . Actual values of water properties are shown with continuous grey lines. The maximum relative error of each model i… view at source ↗
Figure 2
Figure 2. Figure 2: Instantaneous snapshots of the temperature field 𝜃 for cases with variable material properties for different values of the Rayleigh number: (𝑎) Ra = 2.15 × 103 , (𝑏) Ra = 2.15 × 105 , (𝑐) Ra = 4.64 × 107 . 4. Results We illustrate different convective regimes in figure 2 through instantaneous snapshots of the temperature field 𝜃 for cases with variable material properties. For Ra = 2.15×103 , the flow exhi… view at source ↗
Figure 3
Figure 3. Figure 3: (𝑎) Mean temperature 𝜃𝑚 as a function of the Rayleigh number Ra for simulations with CMP (red circles) and VMP (blue diamonds). Vertical bars denote temporal variability through standard deviation at steady state. The horizontal dashed lines indicate the mean temperature for the conductive state for cases with CMP (red) and VMP (blue). Cases that are also shown in figure 2 are highlighted with a grey circl… view at source ↗
Figure 4
Figure 4. Figure 4: (𝑎) Heat transfer rate represented by ‘Nu − 1’ as a function of ‘Ra − Ra𝑐’ for VMP (blue diamonds) and CMP (red circles) cases. Solid blue lines represent power-law fits for the VPM case across low and high Ra regions, whereas the dashed lines correspond to their extrapolation. In the fully steady convective regime, the fit obtained is Re ∝ (Ra − Ra𝑐); in the turbulent convective regime, the fitting gives … view at source ↗
Figure 5
Figure 5. Figure 5: Horizontally-averaged temperature, buoyancy, and temperature variance for increasing Ra, showing reduced upper-lower asymmetry and an upward shift of the zero-crossing of the mean temperature ⟨𝜃⟩𝑥 𝑦, from positive to negative bulk mean temperature. The intersection between ⟨𝑏⟩𝑥 𝑦 and ⟨𝜃˜2 ⟩𝑥 𝑦 that determines the change in temperature sign is highlighted with black circles. The neutrally buoyant height, 𝑧𝑛… view at source ↗
Figure 6
Figure 6. Figure 6: Panels from (𝑎) to (𝑑) show the individual and joint effects of variable conductivity and viscosity in the laterally-averaged temperature profile, with respect to the CMP case (5.1), for different Rayleigh numbers. Panel (𝑒) shows the relative effect of variable conductivity (𝑟𝑘 ) and viscosity (𝑟𝜇) in the temperature increase with respect to their joint effect (5.2), as a function of the Rayleigh number. … view at source ↗
read the original abstract

Water exhibits an anomalous nonlinear temperature-density ($\rho$-$T$) relation as it approaches freezing, along with an increase in viscosity, and a decrease in thermal conductivity. These departures from the standard Oberbeck--Boussinesq approximation, which assumes constant material properties and a linear $\rho$-$T$ relation, can modify convection in ice-bounded aquatic systems, yet their effects remain unexplored. Here, we examine these effects via the canonical Rayleigh--B\'enard convection framework using direct numerical simulations. We show that non-Oberbeck--Boussinesq effects lower the mean fluid temperature relative to the standard case and break the classical symmetry of the mean temperature profile. The magnitude of this symmetry breaking depends on both the Rayleigh number $Ra$ and the temperature-dependent material properties retained in the governing equations. We further identify a small but measurable shift in the critical Rayleigh number, $Ra_c$. After accounting for this shift, the nondimensional heat transfer rate, $Nu$, follows the classical scaling with supercriticality, while $Re$ remains consistent with the Grossmann--Lohse unifying theory, $Re\propto (Ra-Ra_c)^{1/2}$ for low-$Ra$ convection (regime $\mathrm{I}_u$) and $Re\propto (Ra-Ra_c)^{4/7}$ at high-$Ra$ (regime $\mathrm{III}_u$). Unlike the classical expectation that the latter scaling arises at high Prandtl number, here it is obtained at an intermediate Prandtl number, $Pr\sim 10$. Our results establish how near-freezing material anomalies affect both local and global properties of convection, with implications for heat distribution and mixing in cryospheric liquid waters.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit. Tearing a paper down is the easy half of reading it; the pith above is the substance, this is the friction.

Referee Report

2 major / 2 minor

Summary. The manuscript examines non-Oberbeck-Boussinesq effects in Rayleigh-Bénard convection for water near freezing using direct numerical simulations. It finds that variable density, viscosity, and thermal conductivity lower the mean temperature, break the symmetry of the mean temperature profile, and cause a small shift in the critical Rayleigh number Ra_c. After correcting for the Ra_c shift, the Nusselt number follows the classical scaling with supercriticality, and the Reynolds number agrees with the Grossmann-Lohse theory in regimes I_u and III_u at Pr ≈ 10.

Significance. This study highlights the importance of material property variations in convection near 0°C, with potential implications for heat transport in cryospheric environments. The demonstration that GL theory holds after a small correction, even at intermediate Prandtl numbers, is a valuable extension. The use of DNS to capture these effects provides a solid foundation, though numerical validation is needed for full confidence.

major comments (2)
  1. The manuscript does not specify the grid resolution, the number of grid points within the thermal and viscous boundary layers, or any grid-convergence tests. Given that μ(T) and k(T) vary with temperature, the boundary layers on the cold and warm sides have different thicknesses and properties; uniform grids may under-resolve the more viscous cold side, potentially affecting the accuracy of the Re measurements used to claim the 1/2 and 4/7 scalings.
  2. The fitted exponents for Re ∝ (Ra - Ra_c)^β are presented without error bars or details on the fitting procedure and the range of Ra used. This makes it difficult to assess how well the data support the specific exponents from GL theory, especially since the Ra_c correction is small.
minor comments (2)
  1. The regimes I_u and III_u are referenced without a brief definition or citation to the Grossmann-Lohse paper in the abstract, which could help readers unfamiliar with the unifying theory.
  2. Some notation for the temperature-dependent properties could be clarified with explicit functional forms or references to the specific models used for ρ(T), μ(T), k(T) near 0°C.

Axiom & Free-Parameter Ledger

0 free parameters · 2 axioms · 0 invented entities

Only the abstract is available; the paper relies on the standard incompressible Navier-Stokes equations with temperature-dependent coefficients taken from literature, plus the usual Boussinesq buoyancy term modified by the full ρ(T) curve. No new entities are introduced.

axioms (2)
  • domain assumption The fluid remains incompressible except for the buoyancy term that uses the full nonlinear ρ(T) relation.
    Standard for variable-property convection studies; invoked to justify the governing equations.
  • domain assumption Direct numerical simulation at the reported Rayleigh numbers fully resolves all boundary layers and turbulent structures.
    Required for the claimed accuracy of mean profiles and Nu, Re values.

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