Radiative Forcing Calculator (CO2)

Calculate the change in radiative forcing from rising CO2 concentration using the IPCC simplified logarithmic expression.

🌡️ Radiative Forcing Calculator (CO2)
Reference concentration (C0)280
ppm
200 ppm400 ppm
Current / target concentration (C)421
ppm
280 ppm1000 ppm
Radiative forcing (ΔF)
—
Concentration ratio (C / C0)
—
% of CO2 doubling
—
Step-by-step working

🌡️ What is CO2 Radiative Forcing?

Radiative forcing is the change in net energy flux at the top of the atmosphere caused by a change in a climate driver, measured in watts per square meter (W/m squared). When radiative forcing is positive, the Earth system absorbs more energy from the sun than it radiates back to space, and the climate warms over time until a new equilibrium is reached. CO2 radiative forcing specifically measures the energy imbalance caused by a change in atmospheric carbon dioxide concentration relative to a reference level.

Climate scientists use CO2 radiative forcing constantly, to compare the relative warming influence of different greenhouse gases on a common energy scale, to project how much additional forcing a given emissions pathway will add by a future date, to translate atmospheric CO2 measurements from monitoring stations like Mauna Loa into an energy-balance term usable in climate models, and to explain why doubling CO2 always adds roughly the same warming push no matter the starting concentration.

A common misconception is that radiative forcing is the same as temperature change. It is not. Radiative forcing is an energy flux imbalance, not a temperature, and converting it into an eventual temperature change requires a climate sensitivity factor plus time for the ocean and atmosphere to respond. Another misconception is that CO2's warming effect grows linearly with concentration. It does not, because CO2 already absorbs most of the infrared radiation at its strongest bands even at low concentrations, so its forcing follows a logarithmic curve that flattens as concentration rises.

This calculator applies the IPCC's simplified logarithmic expression to convert any pair of reference and current or target CO2 concentrations directly into a radiative forcing value in W/m squared, along with the concentration ratio and how far that forcing is toward a full CO2 doubling.

📐 Formula

ΔF  =  5.35 × ln(C ÷ C0)
ΔF = radiative forcing, in watts per square meter (W/m²)
C = current or target CO2 concentration, in parts per million (ppm)
C0 = reference CO2 concentration, in ppm, typically the pre-industrial value of 280 ppm
5.35 = the IPCC's empirically fitted radiative efficiency coefficient for CO2 (per IPCC AR6 Working Group I, Chapter 7)
Example: C0 = 280 ppm, C = 421 ppm → ΔF = 5.35 × ln(421 ÷ 280) = 2.1820 W/m²

📖 How to Use This Calculator

Steps

1
Enter the reference concentration. Type or slide to the reference CO2 concentration C0 in ppm, typically the pre-industrial value of 280 ppm.
2
Enter the current or target concentration. Type or slide to the current or target CO2 concentration C in ppm you want to evaluate.
3
Read the radiative forcing. The calculator reports the radiative forcing (delta F) in W/m squared, the concentration ratio, and the percent of a full CO2 doubling.

💡 Example Calculations

Example 1 — Current Atmospheric CO2 vs Pre-industrial

C0 = 280 ppm (pre-industrial), C = 421 ppm (mid-2020s level)

1
Ratio = C ÷ C0 = 421 ÷ 280 = 1.5036
2
ΔF = 5.35 × ln(1.5036) = 5.35 × 0.4079 = 2.1820 W/m²
ΔF = 2.1820 W/m², about 58.8% of a full CO2 doubling
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Example 2 — A Full CO2 Doubling

C0 = 280 ppm (pre-industrial), C = 560 ppm (double pre-industrial)

1
Ratio = C ÷ C0 = 560 ÷ 280 = 2.0000
2
ΔF = 5.35 × ln(2.0000) = 5.35 × 0.6931 = 3.7083 W/m²
ΔF = 3.7083 W/m², exactly 100.0% of a full CO2 doubling (the reference value used throughout climate science)
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Example 3 — A Stabilization Target of 350 ppm

C0 = 280 ppm (pre-industrial), C = 350 ppm (a commonly cited stabilization target)

1
Ratio = C ÷ C0 = 350 ÷ 280 = 1.2500
2
ΔF = 5.35 × ln(1.2500) = 5.35 × 0.2231 = 1.1938 W/m²
ΔF = 1.1938 W/m², about 32.2% of a full CO2 doubling
Try this example →

❓ Frequently Asked Questions

What is radiative forcing?+
Radiative forcing is the change in net energy flux (in watts per square meter) at the top of the atmosphere caused by a change in a factor such as greenhouse gas concentration. Positive radiative forcing means the Earth system absorbs more energy than it radiates away, warming the climate over time.
What formula does this calculator use for CO2 radiative forcing?+
It uses the IPCC simplified expression dF = 5.35 x ln(C / C0), where C is the CO2 concentration in parts per million (ppm) and C0 is a reference concentration, typically the pre-industrial value of 280 ppm. The result dF is in watts per square meter (W/m squared).
Why is CO2 radiative forcing logarithmic instead of linear?+
CO2 already absorbs most of the infrared radiation at its strongest absorption bands even at pre-industrial concentrations, so adding more CO2 has a diminishing effect per added molecule. The logarithmic form dF = 5.35 x ln(C/C0) captures this saturation behavior, meaning each doubling of concentration adds a constant increment of forcing rather than a constant per-ppm increment.
What is the reference concentration C0 and why is it usually 280 ppm?+
C0 is the baseline CO2 concentration the forcing is measured against. The IPCC and most climate science literature use 280 parts per million, the estimated atmospheric CO2 level in 1750, before large-scale fossil fuel burning began. Using a common baseline lets scientists compare forcing values across studies consistently.
How much radiative forcing does doubling CO2 produce?+
Doubling CO2 concentration produces a forcing of 5.35 x ln(2), approximately 3.71 W/m squared, regardless of the starting concentration. This fixed value per doubling is why climate sensitivity is often expressed as the warming expected per CO2 doubling rather than per fixed ppm increase.
What is the current CO2 radiative forcing relative to pre-industrial levels?+
With atmospheric CO2 around 420 to 425 ppm as of the mid 2020s, the formula gives roughly 2.15 to 2.25 W/m squared of radiative forcing from CO2 alone relative to the 280 ppm pre-industrial baseline, which is close to 60 percent of the way to a full doubling's forcing.
Is the 5.35 x ln(C/C0) formula exact?+
No, it is a simplified fit to more detailed line-by-line radiative transfer model results, accurate to within about 10 to 15 percent over roughly 180 to 2000 ppm. The IPCC and most textbooks use it because it is close enough for most educational and policy purposes while being far simpler than the full radiative transfer calculation.
Does radiative forcing directly equal temperature change?+
No. Radiative forcing is an energy imbalance measured in W/m squared, not a temperature. Converting forcing to an equilibrium temperature change requires multiplying by a climate sensitivity parameter (roughly 0.8 degrees Celsius per W/m squared in many estimates), and actual observed warming lags behind equilibrium forcing due to ocean heat uptake.
How does CO2 radiative forcing compare to other greenhouse gases?+
CO2 is the largest single contributor to anthropogenic radiative forcing, but methane and nitrous oxide also contribute significant amounts despite their much lower atmospheric concentrations, because they use different (square-root) forcing formulas that are more sensitive per added molecule at low background concentrations. See the companion Radiative Forcing Calculator (Non-CO2 Gases) for methane and nitrous oxide.
Can I use this calculator for a future CO2 scenario, not just today's value?+
Yes. Enter any target concentration C, such as a projected 2100 value under a given emissions scenario, alongside the 280 ppm pre-industrial reference (or any other baseline you want to compare against), and the calculator returns the resulting radiative forcing for that scenario.
Why does the calculator also show percent of CO2 doubling?+
Expressing the result as a percentage of the fixed doubling forcing (5.35 x ln(2), about 3.71 W/m squared) gives an intuitive sense of how far current or projected CO2 levels are toward a full doubling of pre-industrial concentration, a common reference point in climate sensitivity discussions.

What is radiative forcing?

Radiative forcing is the change in net energy flux (in watts per square meter) at the top of the atmosphere caused by a change in a factor such as greenhouse gas concentration. Positive radiative forcing means the Earth system absorbs more energy than it radiates away, warming the climate over time.

What formula does this calculator use for CO2 radiative forcing?

It uses the IPCC simplified expression dF = 5.35 x ln(C / C0), where C is the CO2 concentration in parts per million (ppm) and C0 is a reference concentration, typically the pre-industrial value of 280 ppm. The result dF is in watts per square meter (W/m squared).

Why is CO2 radiative forcing logarithmic instead of linear?

CO2 already absorbs most of the infrared radiation at its strongest absorption bands even at pre-industrial concentrations, so adding more CO2 has a diminishing effect per added molecule. The logarithmic form dF = 5.35 x ln(C/C0) captures this saturation behavior, meaning each doubling of concentration adds a constant increment of forcing rather than a constant per-ppm increment.

What is the reference concentration C0 and why is it usually 280 ppm?

C0 is the baseline CO2 concentration the forcing is measured against. The IPCC and most climate science literature use 280 parts per million, the estimated atmospheric CO2 level in 1750, before large-scale fossil fuel burning began. Using a common baseline lets scientists compare forcing values across studies consistently.

How much radiative forcing does doubling CO2 produce?

Doubling CO2 concentration produces a forcing of 5.35 x ln(2), approximately 3.71 W/m squared, regardless of the starting concentration. This fixed value per doubling is why climate sensitivity is often expressed as the warming expected per CO2 doubling rather than per fixed ppm increase.

What is the current CO2 radiative forcing relative to pre-industrial levels?

With atmospheric CO2 around 420 to 425 ppm as of the mid 2020s, the formula gives roughly 2.15 to 2.25 W/m squared of radiative forcing from CO2 alone relative to the 280 ppm pre-industrial baseline, which is close to 60 percent of the way to a full doubling's forcing.

Is the 5.35 x ln(C/C0) formula exact?

No, it is a simplified fit to more detailed line-by-line radiative transfer model results, accurate to within about 10 to 15 percent over roughly 180 to 2000 ppm. The IPCC and most textbooks use it because it is close enough for most educational and policy purposes while being far simpler than the full radiative transfer calculation.

Does radiative forcing directly equal temperature change?

No. Radiative forcing is an energy imbalance measured in W/m squared, not a temperature. Converting forcing to an equilibrium temperature change requires multiplying by a climate sensitivity parameter (roughly 0.8 degrees Celsius per W/m squared in many estimates), and actual observed warming lags behind equilibrium forcing due to ocean heat uptake.

How does CO2 radiative forcing compare to other greenhouse gases?

CO2 is the largest single contributor to anthropogenic radiative forcing, but methane and nitrous oxide also contribute significant amounts despite their much lower atmospheric concentrations, because they use different (square-root) forcing formulas that are more sensitive per added molecule at low background concentrations. See the companion Radiative Forcing Calculator (Non-CO2 Gases) for methane and nitrous oxide.

Can I use this calculator for a future CO2 scenario, not just today's value?

Yes. Enter any target concentration C, such as a projected 2100 value under a given emissions scenario, alongside the 280 ppm pre-industrial reference (or any other baseline you want to compare against), and the calculator returns the resulting radiative forcing for that scenario.

Why does the calculator also show percent of CO2 doubling?

Expressing the result as a percentage of the fixed doubling forcing (5.35 x ln(2), about 3.71 W/m squared) gives an intuitive sense of how far current or projected CO2 levels are toward a full doubling of pre-industrial concentration, a common reference point in climate sensitivity discussions.