【算法】统计降尺度方法

总结一些遇到过的可以实现的降尺度方法。

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Statistical Downscaling Model, SDSM (Wilby and Dawson)

模型下载： Statistical Downscaling Model
模型论文： sdsm — a decision support tool for the assessment of regional climate change impacts

SDSM, known as a hybrid of mutiple linear regression and stochastic weather generators, enables the synthesis of daily weather series in places where ground observation is available for model calibartion and validation.

[中心思想]Downscaling in SDSM is done by developing a statistical relationship between large-scale climate variables (predictors) and local-scale climate variables (predictand).

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