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New Categorical Metrics for Air Quality Model Evaluation
Publisher: American Meteorological Society
Abstract: Traditional categorical metrics used in model evaluations are ?clear cut? measures in that the model?s ability to predict an ?exceedance? is defined by a fixed threshold concentration and the metrics are defined by ...
An Automated Classification Scheme Designed to Better Elucidate the Dependence of Ozone on Meteorology
Publisher: American Meteorological Society
Abstract: This paper utilizes a two-stage (average linkage then convergent k means) clustering approach as part of an automated meteorological classification scheme designed to better elucidate the dependence of ozone on meteorology. ...
Development of an Aggregation and Episode Selection Scheme to Support the Models-3 Community Multiscale Air Quality Model
Publisher: American Meteorological Society
Abstract: The development of an episode selection and aggregation approach, designed to support distributional estimation for use with the Models-3 Community Multiscale Air Quality (CMAQ) model, is described. The approach utilized ...
Using National Air Quality Forecast Guidance to Develop Local Air Quality Index Forecasts
Publisher: American Meteorological Society
Abstract: The National Air Quality Forecast Capability (NAQFC) currently provides next-day forecasts of ozone concentrations over the contiguous United States. It was developed collaboratively by NOAA and Environmental Protection ...