Staff Publications

Staff Publications

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    'Staff publications' is the digital repository of Wageningen University & Research

    'Staff publications' contains references to publications authored by Wageningen University staff from 1976 onward.

    Publications authored by the staff of the Research Institutes are available from 1995 onwards.

    Full text documents are added when available. The database is updated daily and currently holds about 240,000 items, of which 72,000 in open access.

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Record number 349313
Title Polarimetric weather radar retrieval of raindrop size distribution by means of a regularized artificial neural network
Author(s) Vulpiani, G.; Marzano, F.S.; Chandrasekar, V.; Berne, A.D.; Uijlenhoet, R.
Source IEEE Transactions on Geoscience and Remote Sensing 44 (2006)11. - ISSN 0196-2892 - p. 3262 - 3275.
DOI https://doi.org/10.1109/TGRS.2006.878438
Department(s) Hydrology and Quantitative Water Management
WIMEK
Publication type Refereed Article in a scientific journal
Publication year 2006
Keyword(s) rainfall estimation - differential phase - parameters - attenuation - hydrology - wsr-88d - profile - model
Abstract The raindrop size distribution (RSD) is a critical factor in estimating rain intensity using advanced dual-polarized weather radars. A new neural-network algorithm to estimate the RSD from S-band dual-polarized radar measurements is presented. The corresponding rain rates are then computed assuming a commonly used raindrop diameter speed relationship. Numerical simulations are used to investigate the efficiency and accuracy of this method. A stochastic model based on disdrometer measurements is used to generate realistic range profiles of the RSD parameters, while a T-matrix solution technique is adopted to compute the corresponding polarimetric variables. The error analysis, which is performed in order to evaluate the expected errors of this method, shows an improvement with respect to other methodologies described in the literature. A further sensitivity evaluation shows that the proposed technique performs fairly well even for low specific differential phase-shift values
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