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Climate Sensitivity and CO₂

Radiative Forcing and Fundamental Physical Constraints

By the "Earth and Climate" Scientific Committee, January 16, 2026, v1.3

Abstract

Climate sensitivity relates an imposed radiative forcing on the climate system to the resulting change in global mean surface temperature. Although often presented as highly uncertain, this quantity is in fact strongly constrained by radiative physics, the global energy balance, and observations. This article presents a rigorous derivation of the climate sensitivity parameter λ, analyzes the radiative forcing of CO₂, examines the spectral saturation argument, and demonstrates that a minimum warming of approximately 1.1 °C per doubling of CO₂ constitutes an irreducible physical constraint.

Earth’s Radiative Energy Budget

1. General definition of climate sensitivity

The climate sensitivity coefficient, most commonly denoted λ (lambda), is defined as the factor relating a radiative forcing  ΔF (expressed in W·m⁻²) to a change in global mean surface temperature ΔF (in K or °C), according to the linearized relation :  

ΔT = λ · ΔF

This relation is a valid approximation for moderate radiative perturbations around the mean climatic state and forms the basis of the quantitative analysis of climate change.

The determination of λ is not direct: it results from a combination of radiative physics, internal climate feedbacks, and observational constraints. It is therefore essential to distinguish strictly physical contributions from uncertainties associated with the dynamics of the climate system.

2. Global energy balance of the climate system

Earth’s climate is governed by a global energy balance between absorbed solar radiation and outgoing infrared radiation to space (≈ 238 W·m⁻²). At the top of the atmosphere (TOA), this balance can be written in differential form as:

N = ΔF − α · ΔT

where N is the net radiative imbalance (W·m⁻²) and α is the global climate feedback parameter (W·m⁻²·K⁻¹).

At radiative equilibrium, N = 0, which yields:

ΔT = ΔF / α

and therefore directly identifies:

λ = 1 / α.

3. The Planck feedback: a fundamental physical constraint

The so-called Planck feedback corresponds to Earth’s direct radiative response to an increase in temperature, in the absence of any other climate feedbacks. It follows directly from the Stefan–Boltzmann law.

For a mean surface temperature of approximately 288 K, the derivative of outgoing infrared radiation with respect to temperature yields a typical value :

α₀ ≈ 3,2 à 3,3 W·m⁻²·K⁻¹     (Brian E. J. Rose, 2015, University at Albany)

corresponding to a no-feedback climate sensitivity of :

λ₀ ≈ 0,30 K·(W·m⁻²)⁻¹.

This value constitutes an absolute lower bound on climate sensitivity (Hansen, 1984), (Pierrehumbert, 2010). No realistic assumption regarding clouds, atmospheric circulation, or the ocean can eliminate this constraint, as it is imposed by thermodynamics and radiative transfer. 

4. Radiative forcing of CO₂

The radiative forcing of carbon dioxide arises from its infrared absorption in the 15 µm band. Modern radiative transfer calculations show that this forcing follows a logarithmic law :

ΔF_CO2 = 5,35 · ln(C / C₀)     (Myhre et al. 1998 & 2016)    

where C is the atmospheric CO₂ concentration and C₀ a reference concentration.   

A doubling of atmospheric CO₂ therefore induces a radiative forcing of approximately:

ΔF_2×CO2 ≈ 3,7 W·m⁻²   à 0,1 W·m⁻²  près     (Myhre et al. 1998 & 2016)

Cette This value is remarkably robust and largely independent of global climate models, as it is based on line-by-line molecular spectroscopy (HITRAN, RRTM, LBLRTM, etc.) and is confirmed by satellite observations and measured atmospheric profiles.

Satellite instruments (IRIS, IMG, AIRS, IASI) show, from the 1970s to the present, a reduction in outgoing longwave radiation precisely in the CO₂ 15 µm band, in certain CH₄ and N₂O bands, and no comparable reduction elsewhere. This constitutes an unambiguous spectral fingerprint.

5. Spectral saturation argument: physical analysis

It is often argued that the effect of CO₂ is saturated, on the grounds that the core of its absorption band is already opaque. This argument is physically incomplete.

Although the band center is indeed saturated, increasing CO₂ produces additional forcing through three main mechanisms :


1. broadening of absorption line wings (pressure broadening,
    Doppler effects, collisional broadening, Fermi resonance);
2. an increase in the effective emission altitude (optical depth τ ≈ 1)
3. a decrease in temperature at that altitude.
The outgoing infrared flux at a given wavelength can be approximated as :

F_
ν ≈ B_ν(T_{τ=1})

where B_v is the Planck function. An increase in emission altitude implies a lower temperature and therefore a reduced flux, which lies at the core of radiative forcing
.

6. CO₂ and water vapor: distinct roles

Water vapor is the dominant greenhouse gas in absolute terms, but its concentration is controlled by temperature via the Clausius–Clapeyron relation. It therefore acts primarily as a feedback.

CO₂, by contrast, is vertically well mixed by atmospheric convection and acts as an external forcing. It is particularly effective in the upper troposphere, where water vapor concentrations are low.

7. An irreducible minimum warming

Combining the radiative forcing from CO₂ doubling with the Planck feedback alone yields a minimum warming :

ΔT_min = ΔF / α₀ ≈ 3,7 / 3,2 ≈ 1,1 °C.

This value is not a climate projection but a lower physical constraint, independent of assumptions regarding complex feedbacks.

Variation in Earth's temperature as a function of CO2 concentration
According to different calculation methods

8. Observations and empirical validation

Satellite observations show both a reduction in outgoing longwave radiation to space in CO₂ absorption bands and an increase in downwelling longwave radiation at the surface. These spectral signatures constitute a direct validation of radiative forcing. (Teixeira, J., Wilson, R. C., & Thrastarson, H. Th., 2024)

9. Factors controlling the effective climate sensitivity λ : feedbacks, certainties, and uncertainties

The effective value of λ results from the balance between the fundamental radiative constraint imposed by the Planck feedback and the ensemble of internal climate feedbacks. These feedbacks modify the global parameter α of the energy balance (λ = 1/α) and explain why the real climate sensitivity must exceed its purely radiative minimum.   

Planck's feedback constitutes the only strictly certain and incompressible constraint. It imposes α₀ ≈ 3,2 W·m⁻²·K⁻¹, soit λ₀ ≈ 0,30 K·(W·m⁻²)⁻¹. Any realistic scientific discussion about the value of λ must therefore start from this lower bound.

Water vapor feedback

The water vapor feedback is the most robust positive feedback. It follows directly from the Clausius–Clapeyron relation, according to which saturation vapor pressure increases by approximately 7 % per degree Celsius. Assuming roughly constant relative humidity, warming increases atmospheric water vapor content, strengthening infrared absorption and reducing outgoing radiation for a given temperature.

This feedback is firmly established both theoretically and observationally and acts throughout the troposphere (Held & Soden, 2000).

Lapse-rate feedback

The lapse-rate feedback acts in the opposite direction, particularly in the tropics, where warming tends to be amplified aloft relative to the surface. It partially compensates the water vapor feedback, and the two are often considered jointly. Their net effect remains globally positive.

Surface albedo feedback

The surface albedo feedback associated with reductions in snow and ice cover is also positive. It is physically well understood but geographically limited and exerts only a moderate influence on global climate sensitivity.

Cloud feedbacks

Cloud feedbacks constitute the main remaining source of uncertainty. Clouds affect both incoming solar radiation and outgoing infrared radiation. Observational constraints and climate models nevertheless converge toward a weakly positive net cloud feedback, implying a further reduction of α and an increase in λ (Sherwood, S. C., et al.,2020).

Surface cooling by evaporation

A frequently invoked point concerns the cooling role of water evaporation from the surface. Evaporation constitutes a significant latent heat flux (approximately 80 W·m⁻² on global average) that tends to cool the Earth's surface by transferring energy to the atmosphere.

In the laboratory, at constant pressure and saturation, a 1°C temperature increase leads to an approximately 7% increase in the saturated vapor pressure, suggesting a comparable increase in evaporation. However, this relationship does not directly apply to the real climate. A theoretical maximum is not always reached.

In nature, evaporation is limited by several factors: water availability, atmospheric turbulence, wind speed, and the maintenance of relative humidity that is sometimes close to, but always below, saturation. Observations indicate that the actual increase in global evaporation with temperature is more moderate (Held & Soden, 2006).

Thus, although evaporation exerts a local cooling effect on the surface (soils, oceans, lakes), the energy is "latent"; it is transferred to higher altitudes and released only during condensation, contributing to the overall energy balance. It therefore does not cool the lower troposphere (conventional altitude 2 m).

Net effect

Combining all feedbacks, observational constraints from instrumental and paleoclimate data, and climate models converge toward a likely range of α between approximately 1.0 and 1.5 W·m⁻²·K⁻¹, corresponding to λ between 0.6 and 1.0 K·(W·m⁻²)⁻¹.

For a doubling of CO₂ (ΔF ≈ 3.7 W·m⁻²), these values imply an equilibrium climate sensitivity of roughly 2–4 °C. The lower bound is strongly constrained by radiative physics and observations, while the upper bound mainly reflects uncertainties in cloud feedbacks.

No physically realistic combination of known feedbacks can reduce λ to its Planck-only value. Scientific uncertainty therefore concerns the magnitude of warming, not its existence or sign.

10. Analysis of skeptical arguments

Physically serious skeptical arguments concern not the existence of CO₂ forcing but the effective value of λ. No robust argument cancels the radiative forcing of CO₂ itself.

A frequent conceptual error is the saturation argument, which implicitly reasons as follows: “If CO₂ already absorbs everything, it has no further radiative role.” This would violate Kirchhoff’s law: an opaque layer does not extinguish flux; it replaces it with its own emission at its own temperature.

Any objection not addressing the determination of λ is therefore invalid.

11. General conclusion

The radiative forcing of CO₂ is firmly established by spectroscopy, radiative transfer physics, and observations. A doubling of CO₂ would impose a minimum of approximately 1.1 °C of global warming (a lower physical constraint) and more likely between 2 and 3 °C due to feedbacks.

The reason the IPCC continues to cite values up to +4.5 °C is that it cannot demonstrate that very strong positive cloud feedbacks are impossible and therefore adopts a risk-based upper bound rather than an academic mean. What remains debatable is the media exploitation of this extreme value by certain activists, sometimes associated with the IPCC (politic organisation of United Nations), for purely ideological purposes.

It is essential to note that the surface warms through global energetic re-equilibration, not through direct reception of the forcing. Legitimate scientific debate must focus on the value of λ, not on the existence of the undeniable CO₂ effect.

Fundamental references

The following references provide the theoretical and observational foundations for CO₂ radiative forcing, climate feedbacks (water vapor, evaporation, clouds), and constraints on climate sensitivity.

Myhre, G., Highwood, E. J., Shine, K. P., & Stordal, F. (1998). New estimates of radiative forcing due to well mixed greenhouse gases. Geophysical Research Letters, 25(14), 2715–2718.

Hansen, J., et al. (1984). Climate sensitivity: Analysis of feedback mechanisms. In Climate Processes and Climate Sensitivity, Geophysical Monograph Series.

Held, I. M., & Soden, B. J. (2000). Water vapor feedback and global warming. Annual Review of Energy and the Environment, 25, 441–475.

Held, I. M., & Soden, B. J. (2006). Robust responses of the hydrological cycle to global warming. Journal of Climate, 19(21), 5686–5699.

Goody, R., & Yung, Y. L. (1989). Atmospheric Radiation: Theoretical Basis. Oxford University Press.

Pierrehumbert, R. T. (2010). Principles of Planetary Climate. Cambridge University Press.

Kiehl, J. T., & Trenberth, K. E. (1997). Earth’s annual global mean energy budget. Bulletin of the American Meteorological Society, 78(2), 197–208.

Gregory, J. M., et al. (2004). A new method for diagnosing radiative forcing and climate sensitivity. Geophysical Research Letters, 31, L03205.

Sherwood, S. C., et al. (2020). An assessment of Earth’s climate sensitivity using multiple lines of evidence. Reviews of Geophysics, 58, e2019RG000678.

Teixeira, J., Wilson, R. C., & Thrastarson, H. Th. (2024). Direct observational evidence from space of the effect of CO₂ increase on longwave spectral radiances: the unique role of high-spectral-resolution measurements. Atmospheric Chemistry and Physics, 24, 6375–6383.

IPCC (GIEC) (2021). Sixth Assessment Report (AR6), Working Group I – The Physical Science Basis. Cambridge University Press.

 

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