P. Labarbera et al., INTEGRATING METEOSAT SATELLITE AND RAIN-GAUGE INFORMATION TO ESTIMATERAINFALL PATTERNS, Surveys in geophysics, 16(2), 1995, pp. 183-199
This paper presents the development and the application of techniques
for the integration of information coming from Meteosat satellite imag
es and rain-gauge measurements, with the purpose of estimating the rai
nfall pattern on a certain river basin. The proposed integration techn
iques are based on the definition of a data coherence problem and on t
he application of mathematical programming methods. The quality of the
estimation procedure is evaluated by using a rainfall/runoff model fo
r the basin which allows the generation of a hydrograph at a given sec
tion of the river, on the basis of the above estimated rainfall patter
n in the upstream watershed. The comparison of the hydrograph with the
observed one allows the parametric tuning of the integration procedur
e.