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Insight · carbon storage · uncertainty

P10, P50, P90: stating storage capacity as a range

A single capacity number hides the thing a decision-maker most needs to know: how wrong it could be. Probabilistic cases make that explicit.

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DeepSink technical team [VERIFY]
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Draft [VERIFY: owner review]

Storage capacity depends on quantities that are never known exactly: the area and thickness of the storage interval, its porosity, the density of CO2 at reservoir conditions, and the fraction of pore space that can realistically be used. Each has a range. Multiplying best guesses together gives one number and no sense of its reliability.

The three cases

A probabilistic estimate samples each input from its range many times and reports the distribution of results. Three points on that distribution are normally quoted:

  • P90: the low case. There is a 90% probability that the true value is at least this large.
  • P50: the mid case. The true value is as likely to be higher as lower.
  • P10: the high case. There is only a 10% probability of exceeding it.

This is the exceedance convention. Some disciplines number the cases the other way round, so a report should always state which convention it uses.

Reading the spread

The ratio of P10 to P90 is a compact measure of how well the site is understood. A wide spread early in a project is normal and is itself a finding: it shows which measurement would narrow the range most, and so where the next unit of budget is best spent.

Draft explainer. Byline and final wording to be confirmed by the owner [VERIFY].

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