Changes to the retrieval algorithm:
Implemented a point spread function correction, which reduces the effects of temperature-dependent blurring in the spectrograph optics
Updated O3 cross sections to the Daumont, Brion, and Malicet  dataset
Adjusted Tikhonov scale factor in the NO2 retrieval for a less strict regularization
Changes to the format of the data files:
In the aerosol data files, changed the units of pressure from Pa to hPa to be consistent with the ozone and nitrogen products
Added a vertical resolution data field to the aerosol files, computed as the FWHM of the averaging kernel. This field was already included in version 7.1 of the ozone and nitrogen files
For profiles where the tropopause altitude could not be determined, changed the fill value from 99 km to NaN
Daumont, D., et al. “Ozone UV spectroscopy I: Absorption cross-sections at room temperature.” Journal of Atmospheric Chemistry 15.2 (1992): 145-155.
Version 7.1 brings the improvements from the v7.0 algorithm to the O3 and NO2 processing, including the Levenberg-Marquardt retrieval and satellite pointing correction. From this version forwards, all three products are processed at the same time and share the same version number. Version 7.1 replaces the v5.10 O3 and v6.03 NO2 products.
Additionally, several improvements have been made to the retrieval algorithm, including:
MERRA 2 pressure/temperature profiles are used instead of ERA interim
Retrieval iterative procedure is optimized to improve the number of scans which converge
Automatic determination of the lower bound is improved
Updated spectral resolution in NO2 absorption band by fitting to solar Fraunhofer lines on a scan-by-scan basis
In addition, small changes have been made to the formatting and naming of some data fields. In particular, information about detected clouds is reported as the cloud top altitude for each scan, as opposed to the two-dimensional cloud mask seen in v7.0. See Data Fields for a description of all data fields included in the product.
Version 7.0 replaces version 5.07/5.10 of the OSIRIS aerosol products. Ozone and NO2 were not included in this version. Several updates were made to the algorithm in version 7.0, which include:
Moved to Levenberg-Marquardt retrieval algorithm
Multi-wavelength measurement vector for improved UTLS sensitivity and reduced dependence on assumed particle size
Improved cloud flagging
Updated lower bounds
Updated satellite pointing that corrects long-term drifts