Land surface albedo constitutes a critical climatic variable, since it larg
ely controls the actual amount of solar energy available to the Earth syste
m. The purpose of this paper is to establish a theory for the exploitation
of space observations to solve the atmosphere/surface radiation transfer pr
oblem on an operational basis and to generate surface albedo, aerosol load,
and possibly land cover change products. Surface albedo is rather variable
in space and time and depends both on the structure and on the radiative c
haracteristics of the surface, as well as on the angular and spectral distr
ibution of radiation at the bottom of the atmosphere. Weather and climate m
odels often use preset distributions or simple parameterizations of this en
vironment variable, even though such approaches do not accurately account f
or the actual effect of the underlying surface. From a mathematical point o
f view, the determination of the surface albedo corresponds to the estimati
on of a boundary condition fur the radiation transfer problem in the couple
d surface-atmosphere system. A relatively large database of 10 years or mor
e of Meteosat data has been accumulated by EUMETSAT. These data, collected
at half-hour intervals over the entire Earth disk visible from longitude 0
degrees, constitute a unique resource to describe the anisotropy of the cou
pled surface-atmosphere system and provide the opportunity to document chan
ges in surface albedo which may have occurred in these regions over that pe
riod, In addition, since the coupled surface-atmosphere radiation transfer
problem must be solved, the proposed procedure also yields an estimate of t
he spatial and temporal distribution of aerosols. The proposed inversion pr
ocedure yields a characterization of surface radiative properties that may
also be used to document and monitor land surface dynamics over the portion
of the globe observed by Meteosat. Results from preliminary applications a
nd an error budget analysis are discussed in a companion paper [Pinty et al
., this issue].