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WRF Hub-Height Wind Forecast Sensitivity to PBL Scheme, Grid Length, and Initial Condition Choice in Complex Terrain
Publisher: American Meteorological Society
Abstract: his study evaluates the sensitivity of wind turbine hub-height wind speed forecasts to the planetary boundary layer (PBL) scheme, grid length, and initial condition selection in the Weather Research and Forecasting (WRF) ...
Viability of Cloud Computing for Real-Time Numerical Weather Prediction
Publisher: American Meteorological Society
Abstract: s cloud-service providers like Google, Amazon, and Microsoft decrease costs and increase performance, numerical weather prediction (NWP) in the cloud will become a reality not only for research use but for real-time use ...
Calibrated Probabilistic Hub-Height Wind Forecasts in Complex Terrain
Publisher: American Meteorological Society
Abstract: his work evaluates the use of a WRF ensemble for short-term, probabilistic, hub-height wind speed forecasts in complex terrain. Testing for probabilistic-forecast improvements is conducted by increasing the number of ...
On Producing Reliable and Affordable Numerical Weather Forecasts on Public Cloud-Computing Infrastructure
Publisher: American Meteorological Society
Abstract: AbstractCloud-computing resources are increasingly used in atmospheric research and real-time weather forecasting. The aim of this study is to explore new ways to reduce cloud-computing costs for real-time numerical weather ...