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A Web Portal for Regional Projection of Weather Forecast Using GRID Middleware.

Authors :
Hutchison, David
Kanade, Takeo
Kittler, Josef
Kleinberg, Jon M.
Mattern, Friedemann
Mitchell, John C.
Naor, Moni
Nierstrasz, Oscar
Rangan, C. Pandu
Steffen, Bernhard
Sudan, Madhu
Terzopoulos, Demetri
Tygar, Doug
Vardi, Moshe Y.
Weikum, Gerhard
Shi, Yong
van Albada, Geert Dick
Dongarra, Jack
Sloot, Peter M. A.
Cofiño, A. S.
Source :
Computational Science: ICCS 2007 (9783540725879); 2007, p82-89, 8p
Publication Year :
2007

Abstract

Weather forecast is a complex multi-disciplinary problem which requires a cascade of different scientific tools, from differential equation solvers to high-dimensional statistical and data-mining algorithms. The demand for high-resolution predictions is continuously increasing due to the multiple applications in hydrology, agronomy, etc., which require regional meteorological inputs. To fill the gap between the coarse-resolution lattices used by global weather models and the regional needs of applications, a number of statistical downscaling techniques have been proposed. In this paper we describe a Web portal which integrates the necessary tools with Grid middleware allowing for distributed data access and computing. The portal is part of the ENSEMBLES EU-funded project and allows end users to interactively downscale weather predictions using a web browser. Both the architecture and the usage of the portal are described in this paper. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540725879
Database :
Complementary Index
Journal :
Computational Science: ICCS 2007 (9783540725879)
Publication Type :
Book
Accession number :
33155214
Full Text :
https://doi.org/10.1007/978-3-540-72588-6_11