Empirical Statistical Downscaling by Rasmus E. Benestad 0000-00-00 00:00:00

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by Rasmus E. Benestad
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Empirical Statistical Downscaling by Rasmus E. Benestad
Author
Rasmus E. Benestad
Publisher
World Scientific Publishing Company
Date of release
Pages
215
ISBN
9789812819123
Binding
Hardcover
Illustrations
Format
PDF, EPUB, MOBI, TXT, DOC
Rating
5
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Book review

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 ESD will be important for next-generation climate scientists.

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.

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