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SCIENCE · INVESTIGATE AND EXPLAIN

Follow stored energy after forcing removal

Separate continuous state variables from a discontinuous energy input and net flux.

Learning outcome: Calculate before-and-after removal balances and distinguish a positive anomaly from ongoing warming.

Starting recap

Forcing switches off at year 25. Temperature and E = Cθ remain continuous, while net flux can jump.

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Try

At depth 200 m and feedback 1.2, net changes from about +0.5839 to −3.4161 W/m² at removal while θ stays about 1.7080 K.

Open the experiment

Predict

Can a reservoir remain warmer than its initial state while losing energy?

Experiment

Compare the two year-25 ledger rows, then inspect year 50 for shallow and deep reservoirs at the same feedback.

Store energy and trace a feedback response

Worked teaching model · synthetic values · Synthetic uniform linear reservoir: C = 4.1 million × depth J/m²/K, baseline damping 3.2 W/m²/K. An imposed +4 W/m² forcing acts until year 25, then is removed. Temperature starts at zero anomaly. Positive feedback f adds fθ to net input; total damping 3.2 − f stays positive. Exact piecewise solutions, not time-stepped estimates. Effective depth and coefficients are teaching assumptions, not fitted climate parameters or measured ocean properties.

Reset keeps your prediction, captures and practice history.

Change one parameter and compare the solid selected response with the dashed no-added-feedback reference (f = 0) at the same reservoir depth. The full forcing pulse and recovery are shown without animation. A year is 31,557,600 seconds in this model. Values displayed as zero may be rounded small values.

Storage, damping and the target if forcing were maintained
QuantitySelected responseNo-added-feedback reference
Areal heat capacity (MJ/m²/K)205.000205.000
Total damping (W/m²/K)2.0003.200
Response time (years)3.2482.030
Initial warming rate (K/year)0.6160.616
Target if +4 W/m² persisted (K)2.0001.250
Actual peak at removal, year 25 (K)1.9991.250
Temperature anomaly (K) · solid selected / dashed f = 0 reference+4 W/m² for years 0–25; zero thereafter · removal at the dotted line00.511.522.533.50255075100Elapsed model years · synthetic trajectories, not historical observations
Net energy input (W/m²) · solid selected / dashed f = 0 reference+4 W/m² for years 0–25; zero thereafter · removal at the dotted line-4-20240255075100Elapsed model years · synthetic trajectories, not historical observations
Stored energy anomaly (MJ/m²) · solid selected / dashed f = 0 reference+4 W/m² for years 0–25; zero thereafter · removal at the dotted line05001000150020000255075100Elapsed model years · synthetic trajectories, not historical observations

At the vertical removal line, temperature and stored energy are continuous. Net input drops by exactly 4 W/m²; the vertical segment is a prescribed jump, not a numerical overshoot. A positive temperature anomaly can coexist with negative net input while stored energy is being lost. The finite pulse does not have to reach the sustained-forcing target before it ends.

Signed fluxes and storage at selected times, including both sides of removal
Model yearθ (K)Forcing F (W/m²)Baseline −3.2θ (W/m²)Feedback fθ (W/m²)Net N (W/m²)Storage E (MJ/m²)
00.0004.0000.0000.0004.0000.000
51.5714.000-5.0271.8850.858322.051
101.9084.000-6.1062.2900.184391.134
25 just before1.9994.000-6.3972.3990.002409.814
25 just after1.9990.000-6.3972.399-3.998409.814
500.0010.000-0.0030.001-0.0020.186
1000.0000.0000.0000.0000.0000.000

The feedback loop is explicit: temperature anomaly θ changes the flux fθ; that flux changes net energy input N; N changes stored energy and therefore θ. Here positive f reinforces the imposed warming and negative f opposes it. The baseline response −3.2θ is always restoring. Total damping λ = 3.2 − f remains positive across every control setting, so positive added feedback does not mean runaway growth.

Energy accounting is C dθ/dt = N = F − 3.2θ + fθ and E = Cθ. C is heat capacity per area, θ is temperature change in kelvin, F and N are power per area, and t is time in seconds. The derivative means rate of temperature change. For constant forcing, target temperature is F/λ and response time is τ = C/λ. The warming solution is θ = (4/λ)[1 − exp(−t/τ)]; after removal it is θ = θ₂₅ exp[−(t − t₂₅)/τ], with all times in consistent units. The exponential gives the fraction of the remaining adjustment. The graphs sample these exact solutions; graph spacing is not an integration step.

The reference has no added feedback, but retains baseline radiative damping. Depth is an effective water-equivalent storage parameter, not actual ocean depth or a measured mixed layer. The prescribed linear response resolves no cloud, ice, water-vapor or circulation process. There are no multiple reservoirs, geography, seasonal variation, noise or gas-concentration mapping. Removing this imposed forcing is not equivalent to stopping CO₂ emissions. The 4 W/m² pulse and coefficient choices are teaching assumptions, not an estimate of real-world equilibrium climate sensitivity.

NASA's energy-budget explanation provides context for storage and delayed temperature response. IPCC AR6 Chapter 7 discusses forcing and radiative feedbacks; its net-feedback sign convention differs from the positive-damping λ used here.

Response time 3.248 years; sustained-forcing target 2.000 K. At year 25 the anomaly is 1.999 K.

Stored energy at removal 409.814 MJ/m². Net flux jumps from 0.002 to -3.998 W/m² without a temperature jump. The forcing is removed, not maintained forever; the long-time post-pulse target is zero anomaly. This is not a CO₂-emissions or real climate-sensitivity forecast.

Captures preserve recipes and replay their calculated results. They are synthetic model evidence, not physical measurements.

Understand

Inspect the moment an input changes

The imposed forcing is 4 W/m² from year zero up to, but not including, year 25. At year 25 it becomes zero. The ledger shows separate entries just before and just after removal so a discontinuity in the energy-transfer rate is not mistaken for an instantaneous jump in stored energy.

Predict which quantities can change at that instant: forcing, temperature anomaly, feedback flux, net flux and stored energy. Then inspect the two rows. A finite reservoir cannot lose a finite amount of stored energy in zero time under a bounded flux. Its temperature and storage therefore remain continuous.

This experiment removes a synthetic imposed radiative forcing. It is not a scenario in which human CO₂ emissions become zero. The model contains no carbon cycle, atmospheric concentration or relationship between emissions and forcing, so those actions cannot be substituted for each other.

Account for the four-watt jump

Net flux is N = F − λθ, with λ = 3.2 − f. Immediately before removal, Nbefore = 4 − λθ25. Immediately afterward, Nafter = −λθ25. Subtracting gives Nafter − Nbefore = −4 W/m².

Temperature has not jumped, so the baseline and feedback contributions are the same in both rows. Only F changes at that moment. The net therefore drops by exactly the imposed 4 W/m², even if the preceding state was still warming appreciably.

At H = 200 m and f = 1.2, θ25 is approximately 1.7080 K and λ = 2. Just before removal, net is about +0.5839 W/m². Just afterward it is about −3.4161 W/m². One state is still accumulating energy and the other is losing energy, yet their instantaneous temperature and storage agree.

On paper, draw paired ledgers for this example. Keep θ identical and cross out only the forcing term. This action makes the continuity argument concrete rather than relying on the apparent smoothness of a plotted temperature curve.

Follow the remaining stored energy

After removal, the equilibrium target is zero and the exact solution is θ(t) = θ25 exp[−(t − 25)/τ], with τ = C/λ in compatible time units. The positive anomaly decreases toward zero. It does not cross below zero in this stable, unforced one-reservoir calculation.

For the 200 m, f = 1.2 example, the anomaly is still about 0.24935 K at year 50. A positive anomaly during cooling is not a contradiction. Temperature indicates the state relative to the initial reference; net flux indicates whether its energy is increasing or decreasing now.

Stored energy is E = Cθ. Here C is 820 million J m⁻² K⁻¹, so at year 50 storage remains about 204.47 MJ/m² above the initial state. Its decline corresponds to cumulative net energy loss after forcing removal. No energy has disappeared merely because the external input changed.

Separate persistence from ongoing forcing

Compare depths 50 and 200 m at the same feedback. The larger reservoir cools more slowly after removal. Its later positive anomaly is residual stored energy under this model, not evidence that the forcing control secretly stayed on.

The NASA energy-budget explanation gives context for energy accounting, but this transient trajectory is a constructed calculation rather than a measured cooling event. It omits ocean exchange, evolving feedbacks and multiple timescales. The complete real Earth response cannot be inferred from the exponential alone.

Record one sentence about state and one about rate at years 25 after removal and 50. Include signs and units. This prevents “still warm” and “still warming” from being treated as equivalent observations.

Transfer to a different removal state

A paper reservoir has θ = 1.5 K and net damping 2 W m⁻² K⁻¹ immediately before a 4 W/m² forcing is removed. Calculate net flux before and after. Which of temperature, stored energy and warming rate can jump?

Check the forcing-removal transfer

Net is +1 W/m² before and −3 W/m² after removal. Temperature and stored energy remain continuous. Their rates of change can jump because the net flux changes abruptly; the temperature rate is N/C.

Apply

At forcing removal, which change occurs immediately?

Public practice checks a specific claim. It does not establish independent mastery.

Explain the exact four-watt net-flux drop and why synthetic forcing removal is not a zero-emissions scenario.

Continue

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