Keep carbon mass currencies and budget residuals distinct
An annual carbon budget compares emissions, atmospheric accumulation and land/ocean sinks over a defined interval. Independent estimates need not close exactly because they contain uncertainty and potentially omitted processes. Conservation still holds physically; the residual describes an incomplete observational accounting.
Learning outcome: Keep emissions fixed and vary the land estimate. Compare inferred growth with the unchanged independent growth estimate; identify evidence needed to determine which flux or boundary caused the mismatch.
Starting recap
Retain observation history, units, temporal coverage and model assumptions; distinguish a conditional reconstruction from detected or attributed environmental change.
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Try
At emissions 10 and land sink 2, implied atmospheric growth is 5 and imbalance zero. Observed-growth airborne fraction 0.5; emissions correspond to 36.667 Gt CO₂/year. These are invented values illustrating units and closure.
Open the experimentPredict
A budget residual by itself identifies:
Experiment
Keep emissions fixed and vary the land estimate. Compare inferred growth with the unchanged independent growth estimate; identify evidence needed to determine which flux or boundary caused the mismatch.
Distinguish independently estimated carbon fluxes from residual closure
Worked teaching model · synthetic values · Original annual global bookkeeping: ocean sink 3 and independently estimated atmospheric growth 5 Gt C/year. Imbalance=emissions−atmospheric growth−land sink−ocean sink. Model-implied growth omits imbalance. All coefficients fictional, not current global measurements; carbon mass differs from CO2 mass by 44/12.
Reset keeps your prediction, captures and practice history.
| Quantity | Value | Unit |
|---|---|---|
| Total emission estimate | 10 | Gt C/year |
| Measured atmospheric growth estimate | 5 | Gt C/year |
| Model-implied atmospheric growth without imbalance | 5 | Gt C/year |
| Residual budget imbalance | 0 | Gt C/year |
| Observed-growth airborne fraction | 0.5 | fraction |
| Emission estimate expressed as CO₂ mass | 36.66667 | Gt CO₂/year |
Independent flux estimates can leave a residual without violating conservation of matter.
The residual flags combined uncertainty or omitted terms, not a new physical sink automatically identified by subtraction. Gt C and Gt CO₂ are different mass currencies; a one-year airborne fraction is not the permanent lifetime fraction of an emission.
Predict, change one control, and save contrasting captures. Reconstruct the balance with units; then explain a process the ledger deliberately leaves out. Display precision is not measurement precision.
Independent flux estimates can leave a residual without violating conservation of matter.
The residual flags combined uncertainty or omitted terms, not a new physical sink automatically identified by subtraction. Gt C and Gt CO₂ are different mass currencies; a one-year airborne fraction is not the permanent lifetime fraction of an emission.
Captures preserve recipes and replay their calculated results. They are synthetic model evidence, not physical measurements.
Understand
Apply
Public practice checks a specific claim. It does not establish independent mastery.
At emissions 9 and land sink 3, compute implied growth, imbalance, airborne fraction and CO₂-mass emissions.
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Completion requires a saved prediction, at least one capture and a reflection. Presence checks do not grade your reasoning.
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