Generalized linear modeling approach to stochastic weather generators

@inproceedings{Furrer2006GeneralizedLM,
  title={Generalized linear modeling approach to stochastic weather generators},
  author={Eva M. Furrer and Richard W. Katz},
  year={2006}
}
Stochastic weather generators are a popular method to produce synthetic sequences of daily weather. We demonstrate how an extension of the Richardson model based on generalized linear models (GLMs) can provide a general modeling framework, allowing for the straightforward incorporation of annual cycles as well as other covariates (e.g. an index of the El Niño–Southern Oscillation (ENSO) phenomenon) into stochastic weather generators (downscaling). Model fitting is done with available open… CONTINUE READING
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