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基本説明
A textbook on emprical-statistical downscaling (ESD), a method for estimating how local climatic variables are affected by large-scale climatic conditions.
Full Description
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 Pre-processing; Linear Techniques; Non-linear Techniques; Predictions and Diagnostics; Shortcomings and Limitations; Reducing Uncertainties; Downscaling Extremes and PDFs; Weather Generator; Implementing ESD.