title: Iterative approach to self-adapting and altitude-dependent regularization for atmospheric profile retrievals.
abstract: In this paper we present the IVS (Iterative Variable Strength) method, an altitude-dependent, self-adapting Tikhonov regularization scheme for atmospheric profile retrievals. The method is based on a similar scheme we proposed in 2009. The new method does not need any specifically tuned minimization routine, hence it is more robust and faster. We test the self-consistency of the method using simulated observations of the Michelson Interferometer for Passive Atmospheric Sounding (MIPAS). We then compare the new method with both our previous scheme and the scalar method currently implemented in the MIPAS on-line processor, using both synthetic and real atmospheric limb measurements. The IVS method shows very good performances.
authors.affiliation: Dipartimento di Fisica, Università di Bologna, Bologna, Italy.
authors.forename: Marco
authors.initials: M
authors.lastname: Ridolfi
authors.forename: Luca
authors.initials: L
authors.lastname: Sgheri
mesh_terms: D001272:Atmosphere / Q000032:analysis*; D017076:Computer-Aided Design; D004784:Environmental Monitoring / Q000379:methods*; D004867:Equipment Design; D019544:Equipment Failure Analysis; D005246:Feedback; D007368:Interferometry / Q000295:instrumentation*; D007834:Lasers; D009391:Nephelometry and Turbidimetry / Q000295:instrumentation*; D055096:Optical Devices