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Abstract (from http://journals.ametsoc.org/doi/abs/10.1175/JHM-D-14-0082.1): A new technique for statistically downscaling climate model simulations of daily temperature and precipitation is introduced and demonstrated over the western United States. The localized constructed analogs (LOCA) method produces downscaled estimates suitable for hydrological simulations using a multiscale spatial matching scheme to pick appropriate analog days from observations. First, a pool of candidate observed analog days is chosen by matching the model field to be downscaled to observed days over the region that is positively correlated with the point being downscaled, which leads to a natural independence of the downscaling results...
Categories: Publication;
Types: Citation;
Tags: Atmosphere-land interaction,
Climate models,
Data Visualization & Tools,
Hydrologic models,
Hydrometeorology,
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