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Missing emissions data and zero

Zero is a numerical observation or assumption; missing data describes a lack of information.

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Distinguish the reported states

Different data states
EntryInterpretation
Measured zero under the stated methodA recorded outcome
No disclosureUnknown from that source
Not applicableA boundary/category assessment to document
Estimated amountA modeled value with assumptions

Inspect a partial total

If sites A and B report amounts but site C has no record, the A+B sum is a covered subtotal. Inserting zero for C changes unknown into a numerical claim. Report coverage and investigate the missing source.

Label any replacement value

An estimate can be useful when its method, inputs and uncertainty are documented. It does not become measured data because it appears in the same spreadsheet column. Preserve a status field beside the value.

Carry coverage into intensity

A denominator covering three sites paired with emissions covering only two can distort a ratio. A mathematically computable value is not automatically a comparable intensity. Review numerator and denominator coverage together.

Further references