MANE-VU Status Report on CATT and FASTNET R. Poirot, VT DEC, 9/30/04

CATT: Combined Aerosol Trajectory Tools

FASTNET: Fast Aerosol Sensing Tools for Natural Event Tracking

Both are Inter-RPO Projects, Conducted by CAPITA (R. Husar),

Managed for MANE-VU by:

MARAMA (Serpil Kayin, CATT) & NESCAUM (Gary Kleiman, FASTNET)

http://www.anr.state.vt.us/air/Planning/PublicDocs/FastCatMV2.ppt

Status: CATT & FASTNET have been Eaten by DataFed.Net

Within DATAFED.NET, CATT & FASTNET

are 2 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”

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)

Data Catalogs: Aerosol, Fire, Maps, Meteorology, Emissions, Images, Events

Data Viewer:

Open & View Any File in Catalog(s).

Many Files Include Time

Series, Linked to Map –

Point & Click.

Zoom Map or Time series, Change Size,

Symbols, Variables,

Add Layers, Export Data – Copy Paste.

Data Files Accessed & Archived Specifically for FASTNET. Note Varying Start dates (1988-2004), with Most Continuing.

VIEWS_CHEM (IMPROVE Aerosol) and ATAD Trajectories (NPS) are currently used in CATT Applications

Start with Kitty: http://webapps.datafed.net/dvoy_services/datafed.aspx?view=Kitty

Kitty

DataFed.net Large Collection of Projects, Data, Tools. Where’s CATT “Start”?

Change Species or SiteF

ilter

ing

& D

ata

Exp

ort

Change Sites by

Point & Click

Kitty

Acadia SO4 > 15

ug/m3

1. Start with Kitty to Explore Any Combinations of IMPROVE & ATAD Traj. Data (any/all sites & years).

2. Export CSV file of Selected Data & Copy/Paste into CSV Table Editor and Save for Subsequent Analysis.

1. Change Traj Sort.

2. Plot in Kitty

2. Export file as CSV data.

3. Copy/Paste into File Editor,Save.

4. Open YourFile in TrajAggGrid…

Save(d) as: ALLpost99OCge10.csv

Select All Sites and Dates after 1/1/99 if :

Organic Carbon >= 10 ug/m3.

Fires in the West & Southeast (but not much in MANE-VU)

Save CSV file & open in Trajectory

Aggregator/Gridder,

Weight Traj. by OC Concentration (or not), Normalize (or

not) & Plot.

Na >= 1.5 ug/m3

Sea Salt Comes from the Sea, as She Should.

BRIG & ACAD

Battelle PMF/Unmix modeling indicated a Sea Salt source

at 6 MANE-VU sites, Increasing over time. Why?

Is West Coast Sea Salt Increasing?

Fine Soil >7.5, post-1999, All Sites & All Months

Fine Soil > 7.5, All Years, All Sites, July-Only

Western & Asian Dust (Primarily Spring)

Eastern Sahara Dust (Primarily Summer)

Arsenic

Nickel

Nickel

Selenium

Nickel

If SO4 > 15 for entire IMPROVE

network and entire period of

record (25 sites).

Top 10% of “Secondary Sulfate

Source” from Battelle PMF at ACAD, BRIG, GRSM, LYBR, MACA, SHEN & WASH

(7 sites)

All US sites, dv >=30

All US sites, SO4 >=15

Areas upwind of all sites for Highest dv = Highest SO4

Areas upwind of High SO4 = areas of high SO2 emissions

1999 EGU SO2 Emissions from EPA Clean Air Markets, layered with NPS ATAD trajectories for high IMPROVE SO4 via DataFed Viewer...

http://webapps.datafed.net/dvoy_services/datafed.aspx?view=CATT_PERC_DIFF

CATT Percent Difference Tool Calculates Incremental Probabilities for any IMPROVE Site and Species and any Percentile Concentration

Arsenic at Acadia

SO4 at SHEN

NO3 at SHEN NO3 at WASH

SO4 at WASH

Incremental Probabilities for Top 10% SO4 & NO3 at SHEN & WASH

SO4 > 15 ug/m3

1. From Kitty, http://webapps.datafed.net/dvoy_services/datafed.aspx?view=Kitty

2. select All Locations & YourSpecies >= X (using “Q” button)

3. Export CSV Data (“D” button) & Copy/Paste into CSV File Editor & Submitter: http://webapps.datafed.net/dvoy_services/editfile.aspx

4. Save as: YourFileName.csv

5. To Plot in Trajectory Aggregator & Gridder, substitute YourFileName.csv for ALLDVge30.csv

http://webapps.datafed.net/dvoy_services/datafed.aspx?view=TrajAggGrid&csv_url=ALLDVge30.csv&value_column=value&scale_max=0.004

Kitty “How To”, for Review

CATT Future:

• Add Additional Ensemble Trajectory Metrics

• “Automatically” update as new Traj & Aerosol data are available (Kristi Gebhart has just updated ATADs for most recent IMPROVE)

• Add Additional Aerosol (STN) & Trajectory Data (Kristi is Willing to Crank ATADs for Entire STN Network – triple site density)

• Continued Support from MANE-VU, other RPOs(?) & other DataFed.Net Partners (NSF, NASA, EPA, etc.).

DataFed.Net

The infrastructure that provides the structured

data and tools

NSF & NASA

FASTNET DataLog

The discussion forum and miscellaneous

data catalog

Analyst Consoles:

Near-Real-Time Data

Example: NE Sulfate Episode: 8/27/04 17:00UTC

Sulfate in the Northeast

Sahara Dust in the Gulf

Fires in the Southeast

Time Series Console: Southeast

Aerosol Event Catalog: Distributed Web pages

• Aerosol events appear any time and place and analyzed by many organizations.

• The event info. is encoded, cataloged and accessed through Event Catalog

• Each ‘event’ is given attributes: location and time of occurrence and aerosol type (dust, smoke, haze, other)

• This allows graphic browsing of event-related information on maps and calendars and linking the info source, e.g. TNRCC.

• Ideas on the Event Catalog (content, structure, interface, maintenance, etc) are welcome.

Browser

Links to Distributed Analyst/Data Web page

Quebec Fires, July 6, 2002

SeaWiFS, METAR & TOMS Index Superimposed

SeaWiFS satellite and

METAR surface haze shown in the Voyager distributed data

browser

Satellite data are fetched from NASA GSFC; surface data

from NWS/CAPITA servers

PM-2.5 vs. ASOS Bext during 7/02 Quebec Smoke Event. Note Ratio of scales = 6:1 implying 6 m2/g for Organics (which = 1.8 OC for this smoke)

From: Allen et al. 2004 (Draft – Do Not Cite)

Preliminary RAINS Hourly Sulfate data from 5 MANE-VU sites Note August 2nd Event (MD-only) vs. August 11th Event (All sites)

8/2/04 13:00 Gridded ASOS Bext & AIRNOW PM-2.5

(Southern MANE-VU-only)

8/11/04 13:00 Gridded ASOS Bext & AIRNOW PM-2.5

(Entire MANE-VU Region)

2 Sets of ASOS Visibility Data (Expressed as VR, Bext & “Dry Bext”)SURF_MET ASOS (& meteorology) is Global, based on archived data, since 7/02 STI_ASOS is subset of 250 US-only sites, based on raw (uncensored) data, since 1/04

Both are Hourly and available in Near-Real-Time

Use Data Viewer to

Layer Various Aerosol-Related Data, including:

Surface Winds, (SURF-MET)

ASOS Bext, (STI)

PM-2.5 Mass, (AIRNOW)

Forecast SO4 (Westphal)

RAINS Continuous Mass, SO4, OC data from Mohawk Mtn. CT vs. Bext from Bradley CT Airport - using MOMO species & Bradly RH to “Reconstruct” Bext.

Prelim Data. Do Not Cite.

Real-time Surface Meteorology provided a rich met context.Link to the Animation of the period Feb 19-21

Mystery Peak over the Great Lake & NE Regions

The 30-day smoothing average shows the seasonality by region

The Feb/Mar PM25 peak is evident for the Northeast, Great Lakes and Great Plains

This secondary peak is absent in the South and West

Jul-Aug sulfate peak

Feb-Mar mystery peak

Feb 19 2004: • Isolated high PM25 occurs over the Midwest, Northeast and Texas• Aerosol patches are evident in AIRNOWPM25, ASOS & Fbext maps• The absence of TOMS signal indicates the lack of smoke or dust at high elevation

• The high surface wind speed over Texas, hints on possible dust storm activity

• The NAAPS model shows high sulfate over the Great Lakes, but no biomass smoke

• Possible event causes: nitrate in the Upper Midwest and Northeast, sulfate around the Great Lakes and dust over Texas

Aug 18• This episode has an intensive region in the Northeast and another in the Southeastern US• The AIRNOW, ASOS and Visibility all show similar location of elevated aerosol • Highest MODIS AOT and GASP AOT values occur over the Northeast• The surface winds indicate stagnation over the southeastern EUS

• NAAPS model predicts high sulfate in the Northeast and biomass smoke over the Southeast

• Possible causes: sulfate episode in the Northeast, smoke and sulfate in the Southeast(?)

FASTNET Future:

• Link various “image data” (photos, satellite, etc.) to “Events”,

• Add New Data (& Datasets, like RAINS) & Continue Archival,

• Link New Fast to Old Slow (IMPROVE Aerosol & Traj.) Data,

• Compare Aerosol/haze indicators to Emissions & Model Data,

• Automated “Event Detection” & Analysis Methods!

• Continued Support from MANE-VU, other RPOs(?) & other DataFed.Net Partners (NSF, NASA, EPA, etc.).

Some Bookmarks for: DataFed.Net: http://datafed.net/

Data Catalogs: http://webapps.datafed.net/dvoy_services/datafed_catalog.aspx

Data Viewer: http://webapps.datafed.net/dvoy_services/datafed.aspx

Data Consoles: http://www.datafed.net/consoles/realtime_consoles.asp?datetime=now-48&image_width=260&image_height=110

Kitty (Aerosol/Trajectory Browser): http://webapps.datafed.net/dvoy_services/datafed.aspx?view=Kitty

CSV File Editor & Submitter: http://webapps.datafed.net/dvoy_services/editfile.aspx

Trajectory Aggregator & Gridder (substitute: YourFileName.csv for ALLDVge30.csv)http://webapps.datafed.net/dvoy_services/datafed.aspx?view=TrajAggGrid&csv_url=ALLDVge30.csv&value_column=value&scale_max=0.005

CATT Percent Difference (Incremental Probability Calculator): http://webapps.datafed.net/dvoy_services/datafed.aspx?view=CATT_PERC_DIFF

CATT & FASTNET Discussion Pages: http://webapps.datafed.net/dvoy_services/dvoy_book.aspx?path=HOME/Projects/CATThttp://webapps.datafed.net/dvoy_services/dvoy_book.aspx?path=HOME/Projects/FASTNET

PM Event Detection from Time Series http://capita.wustl.edu/capita/capitareports/0409EventAnalysis/0409EventByTimeSeries.ppt

Eastern US Regional Haze Events: Automated Detection and Documentation for 2004http://capita.wustl.edu/capita/capitareports/0409EventAnalysis/0409EventDetection04.ppt