title: Quality quantifier of indirect measurements.
abstract: A quality quantifier, referred to as measurement quality quantifier (MQQ), is proposed for indirect measurements. It satisfies the property that the MQQ of the data fusion of two or more independent measurements is the sum of the MQQs of the individual measurements and can also be determined in absolute terms for ill-posed problems. It is calculated from the covariance and Jacobian matrices of the observations, but the same result is also obtained using the covariance and averaging kernel matrices of the retrieved quantities. In the case of measurements of a continuous distribution a quantifier that provides the information distribution can be derived from the MQQ. The proposed quantifiers are herewith used for the quality assessment of atmospheric ozone measurements performed by IASI and MIPAS instruments.
authors.affiliation: Istituto di Fisica Applicata Nello Carrara del Consiglio Nazionale delle Ricerche, Via Madonna del Piano 10, 50019 Sesto Fiorentino, Italy. S.Ceccherini@ifac.cnr.it
authors.forename: Simone
authors.initials: S
authors.lastname: Ceccherini
authors.forename: Bruno
authors.initials: B
authors.lastname: Carli
authors.forename: Piera
authors.initials: P
authors.lastname: Raspollini
mesh_terms: D000465:Algorithms; D001272:Atmosphere / Q000032:analysis* / Q000737:chemistry*; D003198:Computer Simulation; D003627:Data Interpretation, Statistical; D004784:Environmental Monitoring / Q000379:methods*; D015233:Models, Statistical; D010126:Ozone / Q000032:analysis*
chemical_list: D010126:Ozone