Unraveling Multimodality with Large Language Models.pdf
Fastnet Aq Conference R
1. The FASTNET Project Presented by: Sean Raffuse 1 Rudy Husar 2 Rich Poirot and Gary Kleiman 3 1 Sonoma Technology, Inc. 2 Center for Air Pollution Impact and Trend Analysis (CAPITA) 3 NESCAUM Presented at: U.S. EPA 2005 National Air Quality Conference San Francisco, CA February 13-16, 2005 STI-2646
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4. Within DATAFED.NET, FASTNET is one of many “ Projects” which Share Many Common “ Datasets” which are Archived & Accessible & can be Viewed, Compared, Exported, Analyzed & Interpreted, using a variety of Web-Based “ Applications” FASTNET uses the DataFed.net infrastructure Supported by NSF, NASA, EPA and other Agencies
5. DataFed Synthesizes Data for Analyses Image Files Ambient Monitors Emission Inventories Fire Locations Meteorology GIS Maps Satellite Imagery Data Data Retrieval Service Outputs Websites Maps Graphs XML CSV Analyst Consoles Custom Consoles Manager Console Connects to various data types And creates standard data views Which can be incorporated into websites Databases
7. Data Catalog(s) Provide Access to Many: Fast (rapidly available), Current (near-real-time, recently archived & continuing) and Slow (historical data Like IMPROVE Aerosol & ATAD trajectories)
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9. This is one of several Analyst Consoles Visibility Meteorological parameters Satellite indices Fires Aerosol models Imagery
10. Analyst Console Applications: Sulfate Episode: 8/27/04 Sulfate in the Northeast Sahara Dust in the Gulf Fires in the Southeast Time Series Console: Southeast
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12. Event Tracker provides pre-selected views and links to other information Analyst summaries
13. High winds in northeast Texas and Oklahoma Navy Aerosol Analysis and Prediction System (NAAPS) Model shows dust in this area
14. Air Quality Manager’s Console Browse a subset of the FASTNET data in time and space with a simple GIS interface Hourly PM 2.5 Visibility Fire Locations GIS Data Layers