Model Selection, Meteorological and Emissions Sample Clauses

Model Selection, Meteorological and Emissions. Inventory Input Data When determining what model would be most appropriate to use for the Herculaneum SIP control strategy modeling, EPA and MDNR considered use of Industrial Source Complex Short- Term (ISC3P), CALPUFF, and AERMOD models. The selected model needed to be able to represent terrain, emission sources, meteorological conditions, and other parameters. All three models were deemed adequate to characterize conditions at Herculaneum. MDNR and EPA also wanted to be able to perform a model performance evaluation on the selected model using recent data. A model performance evaluation allows verification that the model is accurately characterizing emissions from specific sources and accurately predicting air concentrations. For Herculaneum, the model performance evaluation would take advantage of recent monitored concentration data and filter data. The model would be run using meteorological data and emissions information from the same time period as the monitored air concentration and filter data, allowing for a direct comparison between the modeled results and the monitored information. Unfortunately, the on-site meteorological station did not consistently collect a full suite of data over the time period in question. The data it did collect, supplemented with data from a nearby met station, was adequate for use in the ISC model. Calculations used in the AERMOD and CALPUFF models rely on a larger suite of meteorological parameters and do not work well with supplemental, off-site information. Therefore, MDNR and EPA concluded that recent available meteorological data were not of sufficient quantity or quality to perform a model performance evaluation in the newer CALPUFF or AERMOD models. ISC3P requires a smaller suite of meteorological data inputs, can be used to assess concentrations from several types of sources associated with industrial source complexes, can account for building downwash, urban or rural dispersion coefficients, flat or elevated terrain, and averaging periods from one hour to one year. It was therefore selected as an appropriate model for this SIP demonstration. The model performance evaluation which, as described above, compared modeled results against monitored and filter data, was conducted using 2005 emission inventory and meteorological information as inputs into the model, and 2005 monitored concentration and filter data. Once the model evaluation and refinement was complete, the attainment demonstration modeling was conduct...
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