Evidence date22 Sept 2026
AreasP06
OutcomeObserved in real data
●   How we do it / Result

Confidence coverage on a like-for-like surface basis

Question

When RefCal surface reflectance is compared with RadCalNet measured surface reflectance, how often do the stated per-band intervals contain the reference value?

Observed in real data How stages are defined

§ 01
The result

What we did

RefCal regenerated the RadCalNet truth set so that measured surface reflectance was compared with Sentinel-2 surface reflectance on the same basis. It then reran the per-band confidence check over the stored real-data evidence. This corrected an earlier comparison that had treated RadCalNet top-of-atmosphere values as surface truth.

What we saw

On the corrected surface-to-surface basis, the intervals contained the reference value in 0.766 of cases against the stated 0.683 target. The same stored outputs had produced 0.442 when compared with the top-of-atmosphere reference values. Median absolute residual fell from 0.0224 to 0.0097 and RMSE from 0.0369 to 0.0229.

The remaining differences are site-dependent. RVUS and GSCN retain positive offsets, while BSCN and GONA are close to zero. The evidence does not yet separate radiometry, spectral response, view geometry and spatial support as causes.

What it means

The earlier under-coverage was primarily a reference-basis mismatch, not evidence that RefCal's surface-confidence intervals were uniformly too narrow. On the corrected basis the overall intervals are slightly conservative in this real-data set. Because the register still marks the result preliminary and several support limits remain, this set records evidence seen in real data rather than claiming validation under all stated conditions.

§ 02
Conditions and limits
  • The register classifies this result as preliminary because the measurement level is mixed: the gated figures use region-of-interest samples, while whole-granule samples are held out.
  • The one-sigma coverage factor is declared as one rather than published by RadCalNet, so 0.683 is a stated comparison target, not an independently supplied property of the reference data.
  • Target extents at GONA, GSCN, LCFR and RVUS remain unverified, and BTCN is excluded from pooled band fits because its small panel does not match the sampled desert area.
  • This is an outcome-level result. It states that confidence is provided per band but does not describe how RefCal produces or updates those intervals.
§ 03
Data and credits
  • RadCalNet RadCalNet reference measurements, with citation to Bouvet et al. 2019, Remote Sensing 11(20), 2401.
  • Copernicus Sentinel-2 Contains modified Copernicus Sentinel data 2024-2025.
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