projects:3dcats:wp200_realistic_clouds_test_full

Retrieval of NO2 for scenes including realistic clouds

Reflectance calculated for full domain (588x624 pixels)

Simulated reflectance (same horizontal resolution as the cloud data, approx. 1.2×1.2km².)

Reflectance data in numpy format.

Settings for reflectance simulation

Spectral reflectance and layer-AMF calculated for Sentinel-5 (98x104 pixels)

Settings for reflectance simulation
  • Wavelength range: 400-500nm (0.2nm resolution)
  • Layer AMF calculated at 460nm
  • Molecular tau file provided by Huan: moltau_400_500_u76_EuropeNO2_v2.nc
  • SZA: 30°, SAA: 13°
  • Viewing direction: nadir
  • albedo: 0.05
  • clouds from ICON simulation (wc mie, ic baum_v36 ghm)
Simulated reflectance. The left side is simulated on the same horizontal resolution as the cloud data (approx. 1.2×1.2km²), the middle is for a pixel size of approx. 7×7 m². The right panel shows the standard deviation of the reflectance for 10^5 photons per pixel.


Reflectance spectra for pixels indicated in figure above. The shaded areas show the standard deviation of the Monte Carlo results.
Layer-AMFs for pixels indicated in figure above. The shaded areas show the standard deviation of the Monte Carlo results.

MYSTIC results (spectral reflectance and box-AMFs at 460nm)

Retrieval tests (from Huan (BIRA))
Effective cloud fraction derived from O2-O2 absorption band.
Cloud height derived from O2-O2 absorption band.


Relative difference between retrieved and true NO2 concentration.
Simulation for LEO, case 12
projects/3dcats/wp200_realistic_clouds_test_full.txt · Last modified: 2020/11/10 20:06 (external edit)