Description

Book Synopsis
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.

Table of Contents
Downscaling Strategies; Predictors and Pre-processing; Linear Techniques; Non-linear Techniques; Predictions and Diagnostics; Shortcomings and Limitations; Reducing Uncertainties; Downscaling Extremes and PDFs; Weather Generator; Implementing ESD.

Empirical-statistical Downscaling

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    A Hardback by Rasmus E Benestad, Deliang Chen, Inger Hanssen-bauer

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      Publisher: World Scientific Publishing Co Pte Ltd
      Publication Date: Publication Date: 26/09/2008
      ISBN13: 9789812819123, 978-9812819123
      ISBN10: 9812819126

      Description

      Book Synopsis
      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.

      Table of Contents
      Downscaling Strategies; Predictors and Pre-processing; Linear Techniques; Non-linear Techniques; Predictions and Diagnostics; Shortcomings and Limitations; Reducing Uncertainties; Downscaling Extremes and PDFs; Weather Generator; Implementing ESD.

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