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Journal ArticleDOI

MultiEXCELL: A New Rain Field Model for Propagation Applications

Lorenzo Luini, +1 more
- 12 Aug 2011 - 
- Vol. 59, Iss: 11, pp 4286-4300
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TLDR
In this paper, a new rainfall model oriented to the analysis of radio propagation impairments which was developed on the basis of a comprehensive rain field database collected by the weather radar sited in Spino d'Adda (Italy), is presented.
Abstract
MultiEXCELL, a new rainfall model oriented to the analysis of radio propagation impairments which was developed on the basis of a comprehensive rain field database collected by the weather radar sited in Spino d'Adda (Italy), is presented. Single rain cells are modeled by an analytical exponential profile which best represents real single-peaked rain structures. The rain cells' probability of occurrence is analytically derived from the local rainfall statistics. The spatial features of the rain field at mid- and large-scale are investigated through their natural aggregative process. The clusters (aggregates) of cells are studied in terms of distance between individual cells, number of cells per aggregate, and distance between aggregates. Finally, the fractional area covered by rain, which the rainfall spatial correlation strongly depends on, is derived from radar data through the comparison with the same quantity provided by global long-term numerical weather products. The MultiEXCELL procedure for the generation of spatially correlated synthetic rain fields is duly presented and the model's accurateness is preliminary assessed against the available radar dataset. Although MultiEXCELL is mainly oriented to propagation-related applications, its cellular approach may reveal useful also in hydrology, for the prediction/management of water resources, and in meteorology, for the nowcasting of the temporal evolution of rain structures.

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Citations
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Multidimensional Rain Attenuation Stochastic Dynamic Modeling: Application to Earth–Space Diversity Systems

TL;DR: In this paper, a stochastic dynamic model for the induced rain attenuation on multiple radio links is presented, which is considered as a generalization of the well-known and well-accepted Maseng-Bakken model in $n$ -dimensions.
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Modeling High-Resolution 3-D Cloud Fields for Earth-Space Communication Systems

TL;DR: In this paper, a methodology to synthesize three-dimensional spatially correlated cloud fields from Numerical Weather Prediction (NWP) products is presented, which relies on the stochastic approach proposed by Bell and the main model's parameters are extracted from high resolution cloud fields observed by the MODIS sensor.
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A Large-Scale Space-Time Stochastic Simulation Toolof Rain Attenuation for the Design and Optimization of Adaptive Satellite Communication Systems Operating between 10 and 50 GHz

TL;DR: In this paper the description of a model for the simulation of long-term rain attenuation time series correlated both in space and time is described, relying on the definition of a stochastic rain field simulator constrained by the rain amount outputs of the ERA-40 reanalysis meteorological database.
Journal ArticleDOI

A Rain Cell Model for the Simulation and Performance Evaluation of Site Diversity Schemes

TL;DR: The proposed model represents a synthesis, in terms of applicability, of the two methodologies currently recommended by ITU-R, and it is more flexible, enabling the analysis of diversity schemes of any order, configuration, and complexity.
Journal ArticleDOI

A New Rain Attenuation Prediction Model for the Earth-Space Links

TL;DR: In this paper, a new rain attenuation model is developed based on the exponential rain cell profile, and a concept of rain rate adjustment factor is proposed to improve the prediction accuracy.
References
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Journal ArticleDOI

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TL;DR: In this paper, a real-time automated identification, tracking, and short-term forecasting of thunderstorms based on volume-scan weather radar data is presented, with the emphasis on the concepts upon which the methodology is based.
Journal ArticleDOI

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Journal ArticleDOI

Data and theory for a new model of the horizontal structure of rain cells for propagation applications

TL;DR: In this article, a large population of radar-measured ground rain cells is used to devise and assess a rain cell model for use in some of the future telecommunication applications.
Journal ArticleDOI

A spatial rainfall generator for small spatial scales

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