Level-2 Algorithms - SO2 Vertical Column

Sentinel-5P Technical Guide - Level-2 Processing Overview - SO2 Vertical Column

The general method used for derivation of SO2 vertical column density is the DOAS method.

 

Fitting Window

DOAS relies on the assumption of an optically thin atmosphere. For very high SO2 columns, as regularly encountered in major volcanic eruptions, this assumption is no longer true. Therefore, the envisaged TROPOMI SO2 algorithm will use a multi-window approach:

  1. 312-326 nm (spectral bands 2 and 3): classical fitting window, ideal for small column densities. This window is used as a baseline. If non-linear effects due to high SO2 concentrations are encountered, one of the two following windows will be used instead.
  2. 325-335 nm (spectral band 3):  in this window, differential SO2 spectral features are one order of magnitude smaller than in the classical window. It allows retrieval of moderate SO2 columns.
  3. 360-390 nm (spectral band 3): SO2 absorption bands are 2-3 orders of magnitude weaker than in the classical window and are best suited for the retrieval of extremely high SO2 columns.

 

Offset (Background) Correction

An empirical offset correction (dependent on the fitting window used) is applied to the retrieved slant column density. The latter correction accounts for systematic biases in the SCD and is estimated over clean regions (with presumable zero SO2 vertical column). This correction ensures geophysical consistency in results.