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 experimentPredict
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.
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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.
| Quantity | Selected response | No-added-feedback reference |
|---|---|---|
| Areal heat capacity (MJ/m²/K) | 205.000 | 205.000 |
| Total damping (W/m²/K) | 2.000 | 3.200 |
| Response time (years) | 3.248 | 2.030 |
| Initial warming rate (K/year) | 0.616 | 0.616 |
| Target if +4 W/m² persisted (K) | 2.000 | 1.250 |
| Actual peak at removal, year 25 (K) | 1.999 | 1.250 |
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.
| Model year | θ (K) | Forcing F (W/m²) | Baseline −3.2θ (W/m²) | Feedback fθ (W/m²) | Net N (W/m²) | Storage E (MJ/m²) |
|---|---|---|---|---|---|---|
| 0 | 0.000 | 4.000 | 0.000 | 0.000 | 4.000 | 0.000 |
| 5 | 1.571 | 4.000 | -5.027 | 1.885 | 0.858 | 322.051 |
| 10 | 1.908 | 4.000 | -6.106 | 2.290 | 0.184 | 391.134 |
| 25 just before | 1.999 | 4.000 | -6.397 | 2.399 | 0.002 | 409.814 |
| 25 just after | 1.999 | 0.000 | -6.397 | 2.399 | -3.998 | 409.814 |
| 50 | 0.001 | 0.000 | -0.003 | 0.001 | -0.002 | 0.186 |
| 100 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
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.
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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.
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