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Uncertainty Propagation of Regional Climate Model Precipitation Forecasts to Hydrologic Impact Assessment
Publisher: American Meteorological Society
Abstract: A Monte Carlo framework is adopted for propagating uncertainty in dynamically downscaled seasonal forecasts of area-averaged daily precipitation to associated streamflow response calculations. Daily precipitation is modeled ...
Geostatistical Mapping of Precipitation from Rain Gauge Data Using Atmospheric and Terrain Characteristics
Publisher: American Meteorological Society
Abstract: A geostatistical framework for integrating lower-atmosphere state variables and terrain characteristics into the spatial interpolation of rainfall is presented. Lower-atmosphere state variables considered are specific ...
Spatiotemporal Stochastic Simulation of Monthly Rainfall Patterns in the United Kingdom (1980–87)
Publisher: American Meteorological Society
Abstract: With few exceptions, spatial estimation of rainfall typically relies on information in the spatial domain only. In this paper, a method that utilizes information in time and space and provides an assessment of estimate ...