Use the well-mixed natural ventilation model for a distributed floor source. Let the building height be , its volume be , its temperature excess be , and the exterior mass density be . Let be the coefficient of thermal expansion, so reduced gravity is . Convert the total heat input to the temperature-volume flux , where is specific heat capacity. If the quoted heat flux is per floor area, first multiply it by that area.
For effective opening area for pressure-driven ventilation, define the equal-opening hydraulic coefficient such that the signed throughflow obeys , with the total driving pressure divided by mass density. In the effective-area convention of question 6, each opening has discharge , so . The usual physical-area orifice law instead gives ; that prefactor does not affect the stability conclusions.
Set and . Positive denotes entry at the floor and exit at the roof. hydrostatic pressure and wind combine to give
Because the inflowing air is at exterior temperature in either direction, the heat budget is
The well-mixed ventilation temperature balance at steady state is therefore
All roots must satisfy and their appropriate flow-direction inequality; squaring a pressure relation without imposing those conditions could add spurious branches.
The assisting case has a unique positive solution and it is stable. For opposing wind, define . There is always one solution with , a buoyancy-dominated upward flow. Below , the heat-removal curve is . It is zero at both endpoints, and its maximum occurs at :
For there are two downward-flow roots as well as the upward-flow root. Equivalently, setting and , the equilibrium curve is
For linear stability analysis of the opposing-wind ventilation bistability, linearize the heat budget: the eigenvalue is . The cooler downward root has and , so it is stable. The warmer downward root has and , so it is unstable and separates the two basins. The upward root has and is stable. At the two downward roots merge at a saddle-node bifurcation; above that value only the upward equilibrium remains.
For ventilation switching under wind and heating changes, increasing wind pressure or decreasing heat input both reduce , so both can create the pair of wind-driven equilibria. They nevertheless have different physical and transient effects. On the hot upward branch, implicit differentiation of shows that increasing increases , while decreasing decreases . Both reduce the upward ventilation rate, but only a wind change shifts .
Under slow parameter variation, a state follows its current stable branch while that branch persists; the upward branch does not disappear when wind increases or heating decreases. A sufficiently large abrupt wind increase can raise beyond the current temperature and place that state below the new unstable threshold, causing flow reversal and cooling towards the wind-dominated equilibrium. A jump insufficient to cross its basin boundary returns to the upward equilibrium.
At fixed , reducing a still-positive heat input cannot force an initially upward-flow state through : at that boundary the temperature balance has . Thus heat reduction alone does not cause that reversal in this model. Conversely, decreasing wind or increasing heat from the stable downward branch eventually destroys it at the fold and forces a switch to the upward branch, giving history dependence. Wind strengthening and heat reduction have the same effect on the steady dimensionless control parameter, but not the same temperature change or switching dynamics. These stability statements use quasi-steady opening flow and a single well-mixed temperature; other stratification or airflow-inertia models require their own stability analysis.
It is important to distinguish loss of forward-going surface-gravity-wave energy from conversion of mechanical energy into heat. Scattering attenuation by ice floes redirects energy; it can attenuate a coherent transmitted wave without dissipating the total energy.
For fixed floe geometry, increasing frequency usually increases attenuation over the relevant swell range: shorter wavelengths respond more strongly to the contrast between water and the elastic plate, and to repeated floe edges. Long surface gravity waves have weak curvature and often penetrate much farther. This is a trend over a specified frequency range, not a theorem excluding resonances.
The diameter dependence is governed by . An ice floe much smaller than the wavelength moves nearly with the water and scatters weakly. Scattering becomes appreciable when floe size is comparable with the wavelength, and interference between its two edges can give maxima and minima. At fixed ice concentration, larger ice floes also mean fewer edges per unit propagation distance, roughly proportional to . Consequently the attenuation coefficient need not increase monotonically with diameter: the single-floe reflection and the number of encounters must both be considered. Thickness increases areal inertia as and bending stiffness as , generally increasing wave mismatch and reflection, although detailed frequency-dependent resonances again prevent a universal monotonic law.
When , particularly for frazil ice and pancake ice, weak individual scattering leaves other processes dominant. Relative crystal and water motion causes viscous dissipation; an aggregate layer can behave as a viscous or viscoelastic material, and pancake ice collisions, rubbing and overwash remove energy. Their importance depends on concentration and wave amplitude.
For a uniform continuous sheet with horizontal dimensions much greater than the wavelength, there are no repeated floe edges in its interior. A perfectly elastic sheet over inviscid water supports undamped flexural-gravity waves, so internal scattering is not an explanation of decay there. Real attenuation can instead arise from internal ice anelasticity or viscoelasticity, a dissipative sub-ice viscous boundary layer, turbulence, cracks and brine-related processes. Small-floe mixtures and continuous sheets require dissipation models beyond the isolated-floe scattering picture.
Use historical changes up to 2012 rather than the present-day Arctic state, and separate extent, actual ice-covered area, thickness and age composition. They do not have interchangeable rates.
For summer horizontal coverage, September minimum extent fell from roughly million square kilometres around 1980 to million in 2012: about half the earlier extent. The fitted September monthly-mean trend through 2012 was about , or per decade relative to the 1979–2000 mean. Extent includes the whole area of grid cells above the specified ice-concentration threshold; actual covered area additionally weights fractional cover. A separate concentration-weighted September ice-area analysis for 1979–2012 gives a decline of roughly per decade, or ; this retrospective historical-period estimate is reported in an observational-area comparison. It should not be confused with the extent trend, even though these two absolute slopes are similar. These figures and definitions are documented in the 2012 Arctic sea-ice observations.
For thickness, the submarine and satellite record in the declassified submarine-data region, covering about of the Arctic Ocean, gives a winter mean of in 1980 versus in 2008: a reduction, averaging about . It is a regional winter comparison, not a basin-wide summer measurement. The same combined analysis reported recent 2003–2008 declines around in winter and in summer. The summer record is shorter and cannot justify extrapolating one constant summer-thickness slope back to 1980. See the original thickness analysis.
For composition, repeated summer loss and export depleted the thick multi-year sea ice reservoir and increased the relative importance of young and first-year sea ice. A directly comparable age indicator is the March fraction aged at least four years: about in 1988, in 2005 and only in 2012. This winter age measure records the loss of ice that had survived earlier summers; it is not the fraction of surviving September ice that is first-year ice. The youngest ice disproportionately melts in summer, so the age mix of survivors differs from that of the preceding winter cover. Overall, summer cover became smaller, thinner and supported by a much depleted reservoir of older ice.
Several mechanisms can accelerate Arctic sea ice decline. The ice-albedo feedback increases solar absorption as dark water replaces bright ice. Additional ocean heat content delays autumn freeze-up, leaving less time for winter growth. Thinner ice needs less latent heat to disappear, and fractured mobile ice is more easily exported or redistributed by wind stress and currents. Melt ponds lower surface albedo; increased open-water fetch permits waves that break the ice further. Persistent atmospheric warming and warmer incoming water act on this weakened cover.
However, strict irreversibility is not implied by these positive feedbacks. Winter open water loses heat, and thin ice grows rapidly because its conductive resistance is low. As a concrete counterexample to an unavoidable one-way transition, a 2011 coupled-model experiment imposed an ice-free summer and found recovery of ice extent typically within two years. This establishes a physically consistent recovery mechanism, not a guarantee that every real loss reverses on that timescale.
Under continued warming, rebuilding the former multi-year sea ice cover is unlikely; loss of one summer's cover is nevertheless not intrinsically irreversible. Sustained greenhouse gas forcing changes the climatic state towards which ice recovers, and rebuilding several age classes takes multiple summers of survival. The qualified conclusion is persistence or worsening under the continuing forcing, not a proved thermodynamic prohibition of recovery at fixed or reduced forcing.
Use seawater specific heat capacity , which is an additional standard material approximation: the paper supplies the ice heat capacity, not the seawater heat capacity. Relative to freezing, the assumed uniform column has . Its ocean heat content per horizontal area is
This is heat above the reference freezing state, not the absolute internal energy of seawater.
If all this heat reaches ice already at its fusion temperature, divide by the supplied latent heat:
For a chosen ice mass density , this corresponds to about of ice. Density was not specified for this conversion, so the mass per area is the result that needs no further ice-density assumption.
Cold ice must first be warmed. If its initial temperature is , the corresponding ideal melt mass is , using the supplied ice specific heat capacity . No initial ice temperature or salinity-dependent fusion temperature is supplied. The latent-only result is therefore an upper bound; actual melting is smaller when sensible warming, ocean or atmospheric losses and incomplete heat transfer matter.
Let be specific internal energy, the heat supplied per unit volume per unit time, and . For an inviscid perfect gas in a prescribed Newtonian gravitational potential , the fluid total-energy equation is
There is no gravitational term if no external body is present. For a time-independent , adding potential energy gives the equivalent conservative form . Subtracting the kinetic-energy equation and using mass conservation gives
For a perfect gas with constant specific-heat ratio , . The isothermal equation of state therefore makes constant. Hence the required heat supply and heat loss are
Compression requires cooling; expansion requires heating. The isothermal sound speed differs from the adiabatic sound speed .
Define the isothermal Mach numbers by . Orient the normal to a stationary isothermal shock along the flow, so the mass flux . Tangential velocity is continuous for this planar hydrodynamic shock. Normal momentum conservation gives
For a genuine discontinuity , factorization gives . Thus the isothermal shock jump relations are
Across a thin shock, gravitational potential and tangential kinetic energy are unchanged. The specific enthalpy is the same on both sides, so the energy removed per unit area per unit time is
Positive net cooling requires , equivalently and . Cooling across an isothermal shock permits only compression shocks; the formal expansion discontinuity requires energy supplied by the surroundings. The continuous state is not a shock.
For steady radial flow, mass conservation gives . Differentiating it and eliminating the mass density gradient from radial momentum balance gives
A regular sonic point has , so the right-hand side must vanish there as well. Therefore
This is the Bondi sonic point for accretion; the same critical radius appears in an isothermal Parker wind. A general steady solution need not pass through a sonic point, but a smooth transonic one must obey both critical conditions.
Put and on a branch whose flow direction is fixed. The radial equation becomes
Integrating yields the integrated isothermal Bondi flow relation:
For a transonic branch, gives . Expansion about the critical point gives , with slope for inflow supplied by gas at rest at infinity and slope for a transonic outflow.
For Isothermal Bondi accretion, integrate radial momentum balance once more, using and at infinity:
At the Bondi sonic point, and , so . The positive inward isothermal Bondi accretion rate is consequently
The critical mass density and rate are fixed by the regular transonic solution and the specified reservoir at infinity; an arbitrary subsonic solution does not share this accretion rate.
Let the closed atmospheric parcel exchange heat and volume work with reservoirs at fixed temperature and pressure , while reactions rearrange its conserved elemental inventory. For a reversible differential between equilibrium states, the first law of thermodynamics, with chemical work included, is
The Gibbs free energy therefore obeys
The first law of thermodynamics supplies this differential but does not alone choose the direction of a reaction. The Second law of thermodynamics does: for the parcel plus its reservoirs, at fixed and with no non-volume work,
Thus spontaneous reactions decrease Gibbs free energy, and stable thermochemical equilibrium is its constrained minimum. For an allowed reaction of extent , let , with positive stoichiometric vector entries for products and negative entries for reactants. At an interior minimum,
The condition must hold for every independent allowed reaction, with fixed total atoms of each element and any relevant charge constraint. At a boundary with absent species, only feasible one-sided variations are permitted. These are the hypotheses of constrained Gibbs minimization for chemical equilibrium.
For an ideal gas mixture, , where is the volume mixing ratio and the molar gas constant. Therefore
This is a dimensionless activity-based equilibrium constant, not a bare product of dimensional pressures.
A clockwise engine Carnot cycle has four reversible steps. At hot temperature , isothermal expansion absorbs and does positive work by the gas. Adiabatic expansion then cools it to , with zero heat and positive work by the gas. Isothermal compression at emits and requires work on the gas. Finally adiabatic compression returns it to , with zero heat and work on the gas.
For an ideal gas, the isotherms obey and the adiabats , the latter being steeper. In the plane, the isotherms are horizontal and the adiabats vertical, forming a clockwise rectangle. Heat occurs only on the horizontal legs, while work occurs on all four legs.
Reversing the arrows gives a refrigerator, reversing the heat and work signs.
On the straight sloping leg, and . Put , which increases from to . The reversible heat transfer is
Thus heat is absorbed for and emitted for , with zero instantaneous heat at . The switching point has . In particular the net heat on this leg, , is not the total positive heat on it.