1. Current Air Quality Information ‘Ecosystem’ (Draft for Feedback) AQ information includes emissions, ambient & satellite data and model outputs The distributed data are produced and provided by agencies, mostly through portals Providers have different access protocols, formats, and information usage conditions This lack of interoperability causes the under-utilization of the rich data resources

2. Future Integrated AQ information System (Draft for Feedback) DataMart VIEWS NEISGEI AIRNow AQMod DAACs ASOS NEI Emission IDEA GASP Missions WeaMod Forecast GloMod FireInv Data Federation Distributed, Virtual, Uniform AQ Forecasting AQ Compliance Status and Trends Network Assess. Data Processing Filtering, Aggregation, Fusion Info Products Reports, Websites Data are maintained by custodians and exposed through ‘portals’ Mediators uniformly ‘wrap’ data and provide processing services Analysts program the services to create application-specific products Responsibility is shared among data providers and mediator/ integrators ESIPFed can provide the infrastructure and tools for the AQ info system Mediators

3. Federated Air Quality Data System - Draft Text 1 Text 2 Wrappers Where? What? When? Federate Data StructuringSlice & Dice Explore Data Viewers Programs Integrate Understand Inform Public AQ Compliance Forecast AQ Status & Trends Satellite Devel. Network Asses. Manage Hazards ……… Info Needs Reports Emission Surface Satellite Model Single Datasets Providers Networking Reuse ESIP AQ Cluster 050510 Draft rhusar@me.wustl.edu Run and click PPT Slideshow to see chart animations Non-intrusive Linking & MediationData UsersData Providers

4. DataFed Description DataFed Vision Better air quality management and science through by effective use of relevant data DataFed Goals Facilitate the access and flow of atmospheric data from provider to users Support the development of user-driven data processing value chains P articipate in specific application projects Approach: Mediation Between Users and Data Providers DataFed assumes spontaneous, autonomous emergence of AQ data (a la Internet) Non-intrusively wraps datasets for access by web services WS-based mediators provide homogeneous data views e.g. geo-spatial, time... End-user programming of data access and processing through WS composition (limited) Applications Building browsers and analysis tools for distributed monitoring data Serve as data gateway for user programs; web pages, GIS, science tools DataFed is currently focused on the mediation of air quality data

5. Anatomy of a Wrapper Service: TOMS Satellite Image Data Given the URL template and the image description, the wrapper service can access the image for any day, any spatial subset using a HTTP URL or SOAP protocol: Wrapper classes are available for geo-spatial (incl. satellite) images, SQL servers, text files,etc. The mediator classes are implemented as web services for uniform data access, transformation and portrayal. src_img_width src_img_height src_margin_rightsrc_margin_left src_margin_top src_margin_bottom src_lon_min src_lat_max src_lat_min src_lon_max Image Description for Data Access: src_image_width=502 src_image_height=329 src_margin_bottom=105 src_margin_left=69 src_margin_right=69 src_margin_top=46 src_lat_min=-70 src_lat_max=70 src_lon_min=-180 src_lon_max=180 The daily TOMS images reside on the FTP archive, e.g. ftp://toms.gsfc.nasa.gov/pub/eptoms/images/aerosol/y2000/ea000820.gif ftp://toms.gsfc.nasa.gov/pub/eptoms/images/aerosol/y2000/ea000820.gif URL template: ftp://toms.gsfc.nasa.gov/pub/eptoms/images/aerosol/y[yyyy]/ea[yy][mm][dd].gif Transparent colors for overlays RGB(89,140,255) RGB(41,117,41) RGB(23,23,23) RGB(0,0,0)

6. SeaWiFS Satellite Aerosol Chemical Air Trajectory Map Boarder VIEW by Web Service Composition

7. Datasets Used in FASTNET Data are accessed from autonomous, distributed providers DataFed ‘wrappers’ provide uniform geo-time referencing Tools allow space/time overlay, comparisons and fusion Near Real Time Data Integration Delayed Data Integration Surface Air Quality AIRNOWO3, PM25 ASOS_STIVisibility, 300 sites METARVisibility, 1200 sites VIEWS_OL40+ Aerosol Parameters Satellite MODIS_AOTAOT, Idea Project GASPReflectance, AOT TOMSAbsorption Indx, Refl. SEAW_USReflectance, AOT Model Output NAAPSDust, Smoke, Sulfate, AOT WRFSulfate Fire Data HMS_FireFire Pixels MODIS_FireFire Pixels Surface Meteorology RADARNEXTRAD SURF_METTemp, Dewp, Humidity… SURF_WINDWind vectors ATADTrajectory, VIEWS locs.

8. A Sample of Datasets Accessible through ESIP Mediation Near Real Time (~ day) It has been demonstrated (project FASTNET) that these and other datasets can be accessed, repackaged and delivered by AIRNow through ‘Consoles’ MODIS Reflectance MODIS AOT TOMS Index GOES AOT GOES 1km Reflec NEXTRAD Radar MODIS Fire Pix NRL MODEL NWS Surf Wind, Bext

9. FASTNET: Inter-RPO pilot project, through NESCAUM, 2004 Web-based data, tools for community use Built on DataFed infra- structure, NSF, NASA Project fate depends on sponsor, user evaluationFASTNET:

10. Some of the Tools Used in FASTNET –Data Catalog –Data Browser –PlumeSim, Animator –Combined Aerosol Trajectory Tool (CATT) Consoles: Data from diverse sources are displayed to create a rich context for exploration and analysis CATT: Combined Aerosol Trajectory Tool for the browsing backtrajectories for specified chemical conditions Viewer: General purpose spatio-temporal data browser and view editor applicable for all DataFed datasets

11. Midwest HazeCam Image Console Image Archive and Browser Image Archive and Browser Hourly Midwest HazeCam Images are archived by DataFed data access system Archived images for all cameras can be browsed through this console HazeCam URL for a day: http://www.datafed.net/consoles/MWH_WebCams.asp?image_width=400&image_height=300&datetime=2005-01-31T13:00:00 http://www.datafed.net/consoles/MWH_WebCams.asp?image_width=400&image_height=300&datetime=2005-01-31T13:00:00 URL for a site and day: http://webapps.datafed.net/datasets/webcam/cincinnati/20050131-13mwhcincinnati.jpg http://webapps.datafed.net/datasets/webcam/cincinnati/20050131-13mwhcincinnati.jpg URLs can be embedded as links into emails, bookmarks, web pages, PPT and PDF files. Midwest HazeCam Image Browser Select date and timeSet image size and time MW HazeCam Console Other FASTNET Consoles

12. Aerosol Event Catalog: Web pages Catalog of generic ‘web objects’ – pages, images, animations that relate to aerosol events Each ‘web object’ is cataloged by location, time and aerosol type.

13. Distribution of Responsibility Distributed Responsibility in OpenDAP Responsibility The data lies with the data providers The data access protocol lies with OPeNDAP Application programs with the developers (Matlab,.. Excel…) Data discovery with the GCMD and NVODS Distributed Responsibility DataFed(??) The data lies with the data providers The wrappers and mediators with DataFed community Application programs with end user Data discovery with data & service registries

14. 0504142345 HMS + GOES