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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
DataFed.net Large Collection of Projects, Data, Tools. Where’s CATT “Start”?
Kitty
Start with Kitty: http://webapps.datafed.net/dvoy_services/datafed.aspx?view=Kitty
Kitty
Filtering & Data Export
Change Species or Site
Change
Sites by
Point & Click
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.
Save(d) as:
ALLpost99OCge10.csv
4. Open YourFile in
TrajAggGrid…
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
Western & Asian Dust (Primarily Spring)
Eastern Sahara Dust (Primarily Summer)
Fine Soil > 7.5, All Years,
All Sites, July-Only
Arsenic
Selenium
Nickel
Nickel
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)
Areas upwind of High SO4 =
areas of high SO2 emissions
All US sites, SO4 >=15
Areas upwind of all sites for
Highest dv = Highest SO4
All US sites, dv >=30
1999 EGU SO2 Emissions from EPA
Clean Air Markets, layered with NPS
ATAD trajectories for high IMPROVE
SO4 via DataFed Viewer...
CATT Percent Difference Tool Calculates Incremental Probabilities for
any IMPROVE Site and Species and any Percentile Concentration
Arsenic
at Acadia
http://webapps.datafed.net/dvoy_services/datafed.aspx?view=CATT_PERC_DIFF
Incremental Probabilities for Top 10% SO4 & NO3 at SHEN & WASH
SO4 at SHEN
SO4 at WASH
NO3 at SHEN
NO3 at WASH
SO4 > 15 ug/m3
Kitty “How To”, for Review
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=ALL
DVge30.csv&value_column=value&scale_max=0.004
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.
Browser
•
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 eventrelated 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.
Links to Distributed
Analyst/Data Web page
Quebec Fires, July
6, 2002
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
SeaWiFS, METAR &
TOMS Index
Superimposed
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)
Preliminary RAINS Hourly Sulfate data from 5 MANE-VU sites
Note August 2nd Event (MD-only)
vs.
August 11th Event (All sites)
From: Allen et al. 2004 (Draft – Do Not Cite)
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
Feb-Mar
mystery peak
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 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=now48&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=ALLDVge3
0.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/CATT
http://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 2004
http://capita.wustl.edu/capita/capitareports/0409EventAnalysis/0409EventDetection04.ppt