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Empirical-statistical downscaling

Author: Rasmus E Benestad; Inger Hanssen-Bauer; Deliang Chen
Publisher: New Jersey : World Scientific Pub Co Inc., ©2008.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"Empirical-statistical downscaling (ESD) is a method for estimating how local climatic variables are affected by large-scale climatic conditions. ESD has been applied to local climate/weather studies for years, but there are few - if any - textbooks on the subject. It is also anticipated that ESD will become more important and commonplace in the future, as anthropogenic global warming proceeds. Thus, a textbook on  Read more...
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Document Type: Book
All Authors / Contributors: Rasmus E Benestad; Inger Hanssen-Bauer; Deliang Chen
ISBN: 9789812819123 9812819126
OCLC Number: 228372516
Description: xii, 215 pages : illustrations (some color) ; 24 cm
Contents: Downscaling strategies --
Predictors and preprocessing --
Linear techniques --
Nonlinear techniques --
Predictions and diagnostics --
Shortcomings and limitations --
Reducing uncertainties --
Downscaling extremes and PDFs --
Weather generator --
Implementing ESD.
Responsibility: Rasmus E. Benestad, Inger Hanssen-Bauer, Deliang Chen.

Abstract:

Empirical-statistical downscaling (ESD) is a method for estimating how local climatic variables are affected by large-scale climatic conditions. ESD has been applied to local climate/weather studies  Read more...

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