@InProceedings{VendrascoHerd:2016:EvDiIn,
author = "Vendrasco, Eder Paulo and Herdies, Dirceu Luis",
affiliation = "{Instituto Nacional de Pesquisas Espaciais (INPE)} and {Instituto
Nacional de Pesquisas Espaciais (INPE)}",
title = "Evaluation of the direct and indirect assimilation of radar
reflectivity using the WRFDA 3D-Var",
booktitle = "Posters",
year = "2016",
organization = "AMS Annual Meeting, 96.",
abstract = "It is known that developments have being made in the concern of
radar data assimilation and many studies point out some
improvements on the quantitative precipitation forecast. However,
it is not clear whether the most common way of assimilating
reflectivity, i.e., directly as a control variable, is the best
choice. We have made experiments using the Weather Research
Forecasting model three-dimensional data assimilation system
(WRFDA 3D-Var) over Brazil and we have found that the improvement
achieved when using the direct assimilation is short-lived.
Besides that, there are some works which point out this problem
and suggest that the best way of assimilating reflectivity is
indirectly through the assimilation of rainwater mixing ratio
obtained from reflectivity. It would avoid problems related to the
linearization of the reflectivity-rainwater mixing ratio
relationship (Z-qr) that is needed in the incremental formulation
used in WRFDA 3D-Var. Therefore, the aim of this work was to
perform experiments over a specific region in Brazil to evaluate
whether the indirect assimilation of reflectivity outperform the
results obtained using the direct assimilation. It was chosen six
cases of precipitation and 3 experiments for each case were
performed. The three experiments were: i) a control without any
radar data assimilation; ii) using direct assimilation and; iii)
indirect assimilation of reflectivity. Radial velocity was
assimilated in both cases. The Fractional Skill Score (FSS) and
the Root Mean Square Error (RMSE) were used to compare
quantitatively the performance of each experiment against
observations. The results have shown that the indirect
assimilation can produce better QPF than the one where
reflectivity is assimilated directly and the improvement tends to
last longer.",
conference-location = "New Orleans, Louisiana",
conference-year = "10-14 jan.",
targetfile = "vendrasco.pdf",
urlaccessdate = "27 abr. 2024"
}