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Published bySherilyn Osborne Modified over 9 years ago
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Community Multiscale Air Quality Modeling System CMAQ Air Quality Data Summit February 2008
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2 CMAQ System Overview & Data Flow Chemical Transport Model Governing Equations Gas Phase Chemistry Transport Aerosols Chemistry Cloud Chemistry Emissions Processing - Data (SMOKE) Meteorological Data & Met Models - Data (MM-5 / WRF) Met-Chemistry Interface Processor - Data (MCIP) Emissions Data & Emis Models - Data (Mobile / other models) CONC DEP Extraction “End User” Files
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3 CMAQ Data Types and Attributes CMAQ Input Data Meteorology: gridded (x,y,z), hourly data for more than 50 parameters Emissions: gridded (x,y,z), hourly data for 30 gas and particle species CMAQ Output Data Concentration: gridded hourly average CONC file: All species all layers Extraction files: “ground level” O3, NO, NO2, NH3, OH, other gases, and fine and course particle species Deposition: gridded, hourly total wet and dry Oxidized and reduced nitrogen species, sulfur, ozone, and other species
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4 CMAQ Data for 2002 Supplier EPA OAQPS and ORD Data developed as part of 2002 Multi-Pollutant Air Quality Modeling Platform Usage CMAQ Evaluation & Improvement EPA Policy Analyses and Regulatory Applications Connections to Other Systems Data currently stored inside EPA “firewall” at NCC Data are “loosely” coupled to: Visualization (PAVE/VERDI) Model evaluation (AMET) Decision support (BENMap) Other analyses (e.g., Data Fusion, Accountability)
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Spatial Coverage of 2002 CMAQ Data Continental US Domain: 36 x 36 km x 14 layers Eastern & Western Domains: 12 x 12 km x 14 layers
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6 CMAQ Data Enhancements Implementing improved internal data base management procedures Possible development of a CMAQ Applications Management Framework with attributes and functionality similar to the Emissions Modeling Framework Exploring public access to 2002 data via Community Modeling & Analysis System (CMAS)
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7 What are the specific user needs (internal/external)? How will these be defined? What is the most IT-efficient way to provide access to users inside/outside EPA? Data volume issues Outputs from 12 km Eastern Domain annual run ~ 3,000GB Firewall issues (external users) Should EPA provide data for all species in all layers? If so, what procedures will be available to users to subset data in space and time (leverage existing procedures, e.g., RSIG)? How will user questions/access problems be addressed? Questions: Technical issues beyond what metadata can address Access: IT issues Issues w/re Access to CMAQ Data (1)
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8 CMAQ applications are often “evolutionary” Specific scenarios may be updated as new inputs and science become available Potential for consistency/comparability issues across different CMAQ applications So.... Increased emphasis on metadata, version tracking, and other documentation How will the user community be notified of updates to CMAQ data? CMAQ outputs from regulatory / research applications must be kept internal until rules / journal articles are published…..this results in potentially large time-lag between completion of model application and public release of data Issues w/re Access to CMAQ Data (2)
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