Impact of Mesoscale Data Assimilation on the Fine Scale Numerical Simulations of the Map Iop2a
نویسندگان
چکیده
The intensive observing period number 2a (IOP2a) of the Mesoscale Alpine Programme (MAP Bougeault et al., 2001) took place on 17 September 1999 over the Lago Maggiore Area in northern Italy. Between 12 UTC and 00 UTC a convective line developed over the first slopes of the Lago Maggiore mountains and propagated south-eastwards. During the early night, the system intensified and produced 70 mm of precipitation in about 6 hours. Previous studies highlighted the strong sensitivity of the mesoscale numerical simulations of IOP2a to the initial conditions (Richard et al., 2003; Lascaux et al., 2004), stressing out the low predictability of this event (also confirmed by Hohenegger, personal communication). In particular, a simulation initialized with the ECMWF operational analysis of 17 September, 12 UTC succeeded in reproducing the development and propagation of the convective system, whereas the same simulation based upon the MAP reanalysis data completely failed. Different reasons may explain such a negative impact of the reanalysis. First, Keil and Cardinali (2004), showed that the assimilation of the Lonate wind profiler in the ECMWF system caused an excessive drying of the low-level moisture field. Second, the low-level convergence located over the Po valley, well-marked in the analysis, is no longer present in the reanalysis. From these past experiments, it seems that any further improvement of the IOP2a simulation could not be achieved without refining the model initial state. In this study we try to explore the potential benefit of using as initial conditions of the mesoscale simulation, a high-resolution analysis as an alternative to the ECMWF analysis or reanalysis. For this purpose we made use of the 3D Var ALADIN assimilation system of Météo-France, which has been recently interfaced with the Meso-NH model. Different Meso-NH experiments, based upon an ALADIN analysis, carried out with and without additional MAP observations, have been conducted and are analyzed.
منابع مشابه
Meso-scale Modeling of Tension Analysis of Pure and Intra-ply Hybrid Woven Composites Using Finite Element Method
One of the key issues associated with using of composites in various applications is their tensile behavior. The tensile behavior of a composite material is strongly influenced by the properties of its constituents and their distribution. This paper focuses on gaining some insights into the tensile process of pure and hybrid woven composite reinforced with brittle and ductile yarns. For this pu...
متن کاملImpact of Radar Data Assimilation on the Analysis and Prediction of the 8-9 May 2007 Oklahoma Tornadic Mesoscale Convective System, Part II: Sub-storm-scale Mesovortices on a 400 m Grid
In this two-part paper, the impact of assimilating data from the WSR-88D and the Engineering Research Center for Collaborative Adaptive Sensing of the Atmosphere's (CASA) IP-1 radar network on the prediction of a tornadic mesoscale convective system is examined. The Advanced Regional Prediction System (ARPS) prediction model is employed to perform high-resolution numerical simulations of a meso...
متن کاملDevelopment of fine-resolution analyses and expanded large-scale forcing properties: 2. Scale awareness and application to single-column model experiments
Fine-resolution three-dimensional fields have been produced using the Community Gridpoint Statistical Interpolation (GSI) data assimilation system for the U.S. Department of Energy’s Atmospheric Radiation Measurement Program (ARM) Southern Great Plains region. The GSI system is implemented in a multiscale data assimilation framework using theWeather Research and Forecastingmodel at a cloud-reso...
متن کاملSpectral characteristics of background error covariance and multiscale data assimilation
The spatial resolutions of numerical atmospheric and oceanic circulation models have steadily increased over the past decades. Horizontal grid spacing down to the order of 1 km is now often used to resolve cloud systems in the atmosphere and sub-mesoscale circulation systems in the ocean. These fine resolution models encompass a wide range of temporal and spatial scales, across which dynamical ...
متن کاملDevelopment of a hybrid variational-ensemble data assimilation technique for observed lightning tested in a mesoscale model
Lightning measurements from the Geostationary Lightning Mapper (GLM) that will be aboard the Geostationary Operational Environmental Satellite – R Series will bring new information that can have the potential for improving the initialization of numerical weather prediction models by assisting in the detection of clouds and convection through data assimilation. In this study we focus on investig...
متن کامل