A single-category model represents local ice by one thickness and one surface temperature . With basal freezing temperature , atmospheric temperature , thermal conductivity and atmospheric heat transfer coefficient , quasistatic thermal conduction gives
while . If is upward ocean heat flux, the Stefan condition gives . During surface melting, and when . Thickness is constrained to be nonnegative, and the open-water energy balance applies after complete melt.
In a cycle starting at the atmospheric temperature maximum, positive thickness at the next maximum is a peak-temperature survival test. It is not sufficient for perennial ice: with sinusoidal forcing, surface melting continues for another quarter-cycle. If ocean heat was neglected during winter growth, the leading thickness at the next temperature maximum is
Literal year-round survival must be tested through the end of the subsequent melt season, rather than at the temperature maximum alone. For the specified forcing with annual mean atmospheric temperature , the zero-ocean-heat upper bound on winter growth obeys , where and , with the inverse Stefan number. Thus , already less than the atmospheric melt over the full subsequent warm half-cycle. Positive ocean heat only strengthens the failure to produce literal perennial ice from an ice-free start.
For and , put . Open-water freezing requires and starts at . Neglecting ocean heat during growth is a bulk approximation when . It cannot hold pointwise at the onset or maximum, where the atmospheric removal and ocean input are comparable. The actual maximum satisfies ; neglecting gives .

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