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RISProactive Quality Control: Observing System Experiments Using the NCEP Global Forecast System
Publisher: American Meteorological Society
Abstract: Proactive quality control (PQC) is a fully flow dependent QC based on ensemble forecast sensitivity to observations (EFSO). Past studies showed in several independent cases that GFS forecasts can be improved by rejecting ...
Proactive Quality Control: Observing System Simulation Experiments with the Lorenz ’96 Model
Publisher: American Meteorological Society
Abstract: Proactive quality control (PQC) is a fully flow-dependent QC for observations based on the ensemble forecast sensitivity to observations technique (EFSO). It aims at reducing the forecast skill dropout events suffered in ...
Neural Networks to Find the Optimal Forcing for Offsetting the Anthropogenic Climate Change Effects
Publisher: American Meteorological Society
S4: An O2R/R2O Infrastructure for Optimizing Satellite Data Utilization in NOAA Numerical Modeling Systems: A Step Toward Bridging the Gap between Research and Operations
Publisher: American Meteorological Society
Abstract: n 2011, the National Oceanic and Atmospheric Administration (NOAA) began a cooperative initiative with the academic community to help address a vexing issue that has long been known as a disconnection between the operational ...