For a unit mass of ideal gas, h=u+P/ρ=u+RaT. Since u depends only on temperature, cp=dh/dT=cv+Ra, giving Ra=cp−cv. For a dry parcel in adiabatic, quasistatic ascent, the first law of thermodynamics is cpdT=ρ−1dP. Environmental hydrostatic equilibrium gives dP/dz=−ρg, so a convectively well-mixed layer has the dry adiabatic lapse rateThis assumes negligible condensation, approximately constant g, well-mixed composition and efficient convection; a radiative or stably stratified layer need not follow it. For mole fractions xN,xC and molar masses MN,MC, Ra=R/(xNMN+xCMC) and cp=[xNCp,N+xCCp,C]/(xNMN+xCMC). Molecular vibrational excitation can make cp depend on temperature; then Γd=g/cp(T). Nitrogen dominance near terrestrial temperatures gives the familiar order 10Kkm−1.
Γd=−dzdT=cpg.
The usual estimate adds a grey, infrared-absorbing radiative equilibrium upper atmosphere to the convective lower atmosphere. Consider a very optically thin upper layer: it receives upwelling infrared flux approximately F0 from below, absorbs a small fraction dτ, and emits σT4dτ into each hemisphere. Radiative balance givesfor F0=300Wm−2. The corresponding effective emission temperature is (F0/σ)1/4≃270K. Without shortwave absorption, the model has no solar-heated stratospheric inversion.
2σTskin4=F0,Tmin≃Tskin=(2σF0)1/4≃227K
This skin estimate requires the grey absorption/emission and angular approximations just stated. Horizontal mixing and no shortwave absorption alone do not determine an exact minimum for a spectrally selective nitrogen–carbon-dioxide atmosphere: absorption coefficients and spectral windows can change its upper-atmosphere radiative equilibrium.
Downward-from-space optical depth at wavelength λ iswhere κλ is the mass absorption coefficient. A nearly isothermal, hydrostatic equilibrium, compositionally well-mixed atmosphere with height-independent κλ has ρ∝e−z/H and τ∝e−z/Hτ with Hτ=H=RaT/g. Thus temperature, mean molecular mass and gravity set the basic scale height. Changes in the absorber mixing ratio, pressure broadening, temperature dependence of line strengths, collision-induced absorption and departures from hydrostatic equilibrium modify it. For example if local absorption scales as ρ2 in an isothermal atmosphere, Hτ=H/2.
τλ(z)=∫z∞κλ(z′)ρ(z′)dz′,
Use a convective layer T(z)=Ts−Γz capped at an isothermal minimum Tt at height zt. Let the initial optical depth be τ(z)=τse−z/Hτ and τt=τse−zt/Hτ. Within the lapse-rate layer, dBλ/dτ=B′ΓHτ/τ; above it the derivative vanishes. The supplied Schwarzschild equation therefore givesAssume the additional carbon dioxide multiplies the relevant opacity by a=1.1, leaving temperatures, the lapse rate and Hτ initially fixed. All material surfaces then acquire a times their previous optical depth. HenceFor τt≪1 and τs≫10, the specified approximation givesFor illustration, Γ=6.5Kkm−1 and Hτ=7km give −4.34K; these are illustrative, not supplied data. The inequalities put the effective emitting level τ∼1 inside the decreasing-temperature layer, well above an opaque surface and below the thin isothermal cap. Increasing opacity raises that emitting level by Hτln1.1, so it is colder. In a spectral window or above a temperature inversion the approximation and possibly the sign change. Opacity proportional to mixing ratio is also an assumption, not exact for every absorption mechanism.
I0=πBλ(Tt)+πB′ΓHτG(τt,τs).
ΔI0=πB′ΓHτ[G(1.1τt,1.1τs)−G(τt,τs)].
ΔTBT=πB′ΔI0=−ΓHτln1.1≃−0.09531ΓHτ.
F is the imposed radiative forcing; −λTs is the restoring change in outgoing radiation; and −γ(Ts−Td) transfers heat from the surface layer to the deep ocean, whose equal and opposite gain appears in its own energy balance. The additional −λ′(Ts−Td) is a radiative adjustment correlated with the surface–deep-ocean temperature contrast, representing a pattern-dependent effective feedback rather than another conserved interlayer heat flux.
For constant forcing, final equilibrium has Ts=Td=F/λ. During transient warming Td<Ts, so the radiative response inferred from a recent global energy budget is λeff=λ+λ′(1−Td/Ts)>λ. If that response were mistaken for the final feedback, the inferred equilibrium climate sensitivity would be too small. Summing the two equations makes the distinction explicit: d(CsTs+CdTd)/dt=F−λTs−λ′(Ts−Td).
Set λ′=0. A decaying normal mode e−kt obeysFor Cd≫Cs, its sum and product of roots giveInitially Ts=Td=T0, so a1+a2=1 and a1k1+a2k2=λ/Cs. To leading order,On the slow normal mode, the first equation gives Td/Ts=(λ+γ−Csk2)/γ≃(λ+γ)/γ, verifying proportionality after the fast transient has decayed. The small parameter must also make k2/k1 small; the supplied positive coefficients and Cd≫Cs satisfy this.
CsCdk2−[(λ+γ)Cd+γCs]k+λγ=0.
k1≃Csλ+γ,k2≃Cd(λ+γ)λγ.
a1≃λ+γλ,a2≃λ+γγ.
A linearly increasing radiative forcing produces a fast adjustment over about four years superposed on a slow deep-ocean response over about four hundred years. Once forcing stops increasing at year 70, surface warming continues and approaches the final 3K equilibrium. The right panel of solution gives a model response normalized to the supplied 2K endpoint and 3K equilibrium.
Write u=t−70 after stabilization and 3−Ts=Afe−u/4+Ase−u/400, with Af+As=1K. For a 70-year forcing ramp, the normalized step response is 1−bfe−t/4−bse−t/400, bf+bs=1. The ramp endpoint impliesThis gives bs≃0.322, Af≃0.116K and As≃0.884K. Thusat u=10,15,20 years respectively. The usual order estimate after the fast tail has largely disappeared is T˙s∼(3−2)/400≃0.0025Kyr−1, with a still visible fast contribution near year 10.
1=3[bf704(1−e−70/4)+bs70400(1−e−70/400)].
T˙s=4Afe−u/4+400Ase−u/400≃0.0045, 0.0028, 0.0023Kyr−1
To hold Ts=T∗ fixed, the deep layer obeys Ts−Td∝e−γu/Cd and the surface equation requires F=λT∗+γ(T∗−Td). Hence F˙=−γ2(T∗−Td)/Cd. Using bf≃λ/(λ+γ) gives γ/λ≃0.475 and γ/Cd≃1/(400bf)≃0.00369yr−1. With T∗=2K and initial forcing F0=3λ, the initial fractional decline isThe rate declines slowly as the ocean contrast disappears. A coarser estimate treating the post-fast warming as an effective equilibrium change gives 0.0025/3≃0.08% per year; distinguishing the instantaneous surface feedback from the equilibrium feedback explains that difference.
−F0F˙≃3γ/Cd≃0.00123yr−1≃0.12% per year.
Wording qualification: the printed text says a “1% increase … over 70 years”. The conventional transient climate response experiment uses 1% per year, which nearly doubles concentration in 70 years. A literal total 1% increase would not define the usual equilibrium climate sensitivity or transient climate response. The supplied 3K and 2K are used here as the endpoint normalizations, and a logarithmically uniform concentration growth gives the assumed linear forcing ramp.
The transient climate response to cumulative carbon emissions is κ≃ΔT/E, where E is cumulative emitted carbon dioxide in a stated mass unit. Here the unit is tonnes of CO2, rather than tonnes of carbon. Increasing concentration weakens the incremental radiative forcing per added atmospheric tonne because forcing is approximately logarithmic. Over a substantial range this is partly offset by a weakening of carbon sinks and by the changing ratio between transient warming and forcing as ocean heat uptake evolves. These approximate compensations make warming nearly proportional to cumulative emissions; no exact cancellation follows from the logarithmic forcing law alone. The approximation is range- and pathway-dependent, and is not a theorem valid for arbitrary emissions histories.
An additional tonne changes eventual temperature by approximately δT=κ. Linearizing the damage function gives δL(t′)=κγD0W(t′)T(t′)γ−1. Put s=t′−t, W(t+s)=W(t)egs, and hold T approximately fixed across the effective discount horizon. The discounted integral issoIf r≤g, this infinite-horizon approximation diverges; a finite result then needs different growth, damages or discounting assumptions. It also treats the marginal warming from the extra tonne as effectively persistent over the relevant horizon.
S(t)≃κγD0W(t)T(t)γ−1∫0∞e−(r−g)sds,
S(t)≃r−gκγD0W(t)T(t)γ−1,r>g.
Equating marginal mitigation cost to the previous marginal damage givesUsing T˙=κE from the cumulative-emissions approximation,Thus T∝t1/γ at late times and E∝t−(γ−1)/γ. Warming slows but never stops, and cumulative emissions remain unbounded. This follows from a cost model in which zero emissions is infinitely costly and from a marginal-damage rule with constant positive r−g.
EM0W=r−gκγD0WTγ−1,E=κγD0Tγ−1M0(r−g).
Tγ−1T˙=γD0M0(r−g),T(t)γ=T(t0)γ+D0M0(r−g)(t−t0).
The approximation eventually fails if cumulative emissions leave the range of constant TCRE, if large damages suppress economic growth, if technological change alters M0, or if fossil resources and mitigation options impose different limits. The slowly varying-temperature approximation also needs T˙/[T(r−g)]≪1. Thresholds, adaptation, uncertainty and unequal impacts are omitted; the formula is a property of this model rather than a universal policy trajectory.
With γ=2 and T(t+s)=T(t)+T˙s, the marginal damage is 2κD0W(t)egs[T+T˙s]. Integrating the constant and linear terms givesThe prefactor is 2(0.5×10−12)(0.003)(90×1012)=0.27 in the corresponding dollar–temperature–time units. For the historical scenario with r=0.03 and g=0.02, the bracket is 1/0.01+0.02/0.012=300, so S=81USD per tonne CO2. For r=0.07, r−g=0.05, giving global S=0.27(20+8)=7.56 dollars per tonne. Restricting impacts to ten per cent gives Sdomestic=0.756USD per tonne CO2.
S(t)=2κD0W(t)[r−gT+(r−g)2T˙],r>g.
The factor of about 107 reduction comes from both the higher discount rate and the geographical restriction; it is not a change in climate physics. The administration descriptions are those of the 2019 question, not claims about present policy. With a net discount rate of only one per cent, a century-scale horizon contributes substantially, making the linear warming and exponential income extrapolations consequential assumptions.
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