37 research outputs found

    Evaluating statistical cloud schemes: what can we gain from ground-based remote sensing?

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    Statistical cloud schemes with prognostic probability distribution functions have become more important in atmospheric modeling, especially since they are in principle scale adaptive and capture cloud physics in more detail. While in theory the schemes have a great potential, their accuracy is still questionable. High-resolution three-dimensional observational data of water vapor and cloud water, which could be used for testing them, are missing. We explore the potential of ground-based remote sensing such as lidar, microwave, and radar to evaluate prognostic distribution moments using the “perfect model approach.” This means that we employ a high-resolution weather model as virtual reality and retrieve full three-dimensional atmospheric quantities and virtual ground-based observations. We then use statistics from the virtual observation to validate the modeled 3-D statistics. Since the data are entirely consistent, any discrepancy occurring is due to the method. Focusing on total water mixing ratio, we find that the mean ratio can be evaluated decently but that it strongly depends on the meteorological conditions as to whether the variance and skewness are reliable. Using some simple schematic description of different synoptic conditions, we show how statistics obtained from point or line measurements can be poor at representing the full three-dimensional distribution of water in the atmosphere. We argue that a careful analysis of measurement data and detailed knowledge of the meteorological situation is necessary to judge whether we can use the data for an evaluation of higher moments of the humidity distribution used by a statistical cloud scheme

    A pan-African convection-permitting regional climate simulation with the Met Office Unified Model: CP4-Africa

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    A convection-permitting multi-year regional climate simulation using the Met Office Unified Model has been run for the first time on an Africa-wide domain. The model has been run as part of the Future Climate for Africa (FCFA) IMPALA (Improving Model Processes for African cLimAte) project and its configuration, domain and forcing data are described here in detail. The model (CP4-Africa) uses a 4.5km horizontal grid spacing at the equator and is run without a convection parametrization, nested within a global atmospheric model driven by observations at the sea-surface which does include a convection scheme. An additional regional simulation, with identical resolution and physical parametrizations to the global model, but with the domain, land surface and aerosol climatologies of the CP4-Africa model, has been run to aid understanding of the differences between the CP4-Africa and global model, in particular to isolate the impact of the convection parametrization and resolution. The effect of enforcing moisture conservation in the CP4-Africa model is described and its impact on reducing extreme precipitation values is assessed. Preliminary results from the first 5 years of the CP4-Africa simulation show substantial improvements in JJA average rainfall compared to the parameterized convection models, with most notably a reduction in the persistent dry bias in West Africa - giving an indication of the benefits to be gained from running a convection-permitting simulation over the whole African continent

    Radar and modelling studies of upright and slantwise convection

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    EThOS - Electronic Theses Online ServiceGBUnited Kingdo

    Virtual Reality Modeling Language generation tools for visualization of database content in three dimensions

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    Thesis (S.M.)--Massachusetts Institute of Technology, Dept. of Civil and Environmental Engineering, February 1999.Includes bibliographical references (leaves 72-73).New technologies for the three-dimensional scene description, such as VRML97, open new possibilities to visualize large amounts of information in a new way. These technologies used through the Internet should make the access to the information independent of the platform and of the location. To reach these goals, we explore a fusion of the VRML, Java, and Database technologies to design applications for the visualization of information stored in databases in three­dimension. The research is focused on design tools that allow a multimodal display of any kind of information in a three-dimension scene described in VRML97. The architecture associated with this design should allow interaction and dynamic refresh of these worlds. The technology is essentially client-server based with ambition to make the tools as modular as possible to have the ability to apply them visualization on different kind of databases, and to use different representations on the same database. The design should also abstract as far as possible the data from the different components of the project and store the maximum in the database to make easier to create of new applications.by Cyril Morcrette.S.M
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