Evidence date27 Sept 2026
AreasP01
OutcomeObserved in real data
●   How we do it / Result

What shapes a measurement, rechecked on a like-for-like basis

Question

Do viewing geometry and sensor spectral response show up in real measurement evidence the way RefCal expects, with the conditions recorded, once every comparison is made on a matching basis?

Observed in real data How stages are defined

§ 01
The result

What we did

RefCal's first research area asks whether effects that shape a measurement show up in real evidence, and whether the conditions under which they were measured are recorded. An earlier entry answered this partly from comparisons that matched surface readings against top-of-atmosphere reference values, a mismatch found and fixed in September. This entry rechecks it with every comparison made on a matching basis.

Three checks bound what this entry can claim:

  • Viewing geometry: real sun and view angles for each acquisition, taken from Sentinel-2 product metadata at the site itself, were compared with the offset from reference values at six reference sites, on matching top-of-atmosphere values on both sides.
  • Sensor spectral response: a real, independently measured reference reflectance spectrum was passed through RefCal's Sentinel-2A and Landsat 9 sensor-response models, both built from the sensors' own official calibration data.
  • Atmospheric aerosol: a comparison against 87 real AERONET measurements was examined, then excluded as RefCal retrieval evidence when follow-up showed the SIAC output largely reproduced its CAMS prior.

What we saw

Viewing geometry is a real effect at more than one site. Where it appears, its sign is the same, and one shared strength describes it across sites. In the near-infrared, the step between the two viewing directions is about seven percent at RVUS and about ten percent at LCFR; BSCN shows the same sign, too weakly to be conclusive. At LCFR, geometry accounts for the site's offset; at RVUS, it accounts for the step but only part of the overall offset. The LCFR step is still present when surface readings are compared with measured surface truth. The part of the atmospheric path that depends on viewing angle is too small to explain the offsets at RVUS and GSCN.

The sensor spectral-response check passed: the same real reference spectrum produced consistent, physically sensible outputs from both sensor models.

The atmospheric comparison did not provide independent evidence that RefCal retrieved aerosol correctly, so this entry makes no atmospheric-retrieval claim from those values.

What it means

Viewing geometry is now seen at more than one site on a like-for-like basis, though the result is still preliminary, and the sensor-response models handle a real measurement consistently. Which cause explains each site's remaining offset is the subject of the P02 research area. The atmospheric comparison still marks a boundary: a passed-through prior cannot be treated as evidence that RefCal retrieved the atmosphere independently.

§ 02
Conditions and limits
  • The register classifies the viewing-geometry result as preliminary. Sample sizes are small: between about ten and twenty-three dates per site, and one viewing direction only at GSCN.
  • The geometry analysis identifies one combined viewing-geometry term. It does not separate the ground surface's contribution from the atmosphere's.
  • The atmospheric viewing-angle check treats the ground as reflecting equally in all directions; it rules that part out within that model only.
  • The sensor spectral-response check forwarded one real, independently measured reference spectrum through the sensor models. It shows the models handle a real measurement consistently, not that two sensors agree radiometrically on real scenes.
  • The atmospheric comparison did not establish RefCal retrieval skill: the third-party SIAC output largely reproduced its CAMS prior. Those aerosol numbers are retained as a limit, not used as evidence for this result.
§ 03
Data and credits
  • RadCalNet RadCalNet reference measurements, with citation to Bouvet et al. 2019, Remote Sensing 11(20), 2401.
  • AERONET AERONET aerosol optical depth measurements, NASA Goddard Space Flight Center and station PIs.
  • Copernicus Sentinel-2 and USGS Landsat Contains modified Copernicus Sentinel data 2023-2025; Landsat data courtesy of the U.S. Geological Survey.
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