Infusing satellite Data into Environmental Applications (IDEA): PM2.5 forecasting tool hosted at NOAA NESDIS using NASA MODIS (Moderate Resolution Imaging.

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Presentation transcript:

Infusing satellite Data into Environmental Applications (IDEA): PM2.5 forecasting tool hosted at NOAA NESDIS using NASA MODIS (Moderate Resolution Imaging Spectroradiometer), GOES derived aerosol optical depth (AOD) and US EPA AIRNow PM2.4 network. IDEA is a NASA- EPA-NOAA partnership to improve air quality assessment, management, and prediction by infusing (NASA) satellite measurements into (EPA, NOAA) analyses for public benefit. The IDEA web-based analysis, forecast, and visualization system is hosted at the NOAA Center of Satellite Applications and Research (STAR)NASAEPANOAA Originally Prepared by R. Bradley Pierce NOAA/NESDIS/STAR

Objective: Near-real-time product for State and Local Air Quality Forecasters Goal: Improve accuracy of next day PM2.5 AQI forecast during large aerosol events NASA MODIS - NOAA GOES- EPA AIRNow Data Fusion Improving EPA Air Quality Index (PM 2.5) Forecasting

There are six sections to the site. For each section you can select Terra, Aqua or GASP data. GASP is the GOES aerosol product GASP is a geosynchronous satellite. Although it provides high temporal sampling the spectral range, spatial resolution and calibration accuracy are not as good as what MODIS provides.

The Regional Plots section allows you to zoom in on AOD in any one of the U.S. EPA Regions. Prior to selecting the zoom region you can obtain images, animations and kml files for the entire U.S.

The Regional Plots section allows you to zoom in on AOD

The 48 Hour Trajectory Panel Animated trajectories of aerosol with winds Verification plot of AOD 48 hours after start

Three day composite history of AOD. Also available are Winds, Fire and PM 2.5 ground measurements.

PM Estimation from AOD This is a composite of estimate of ground level AOD using MODIS data only

National Correlation Map Of PM and AOD A 60 day correlation of MODIS AOD and ground level surface measurements (1 Hr) of PM 2.5

Time Series Plots Selecting this section brings up a map of the U.S. Click on any state to bring up a list (top of page) showing all available ground sites with data.

For a description of how to interpret the time series plots see the tutorial presentation on the IDEA website.

IDEA Tutorials You can also access the data at ftp://ftp.star.nesdis.noaa.gov/pub/smcd/hzhang/PM25SAT/ The data is 4 km in spatial resolution. The geolocation information is within the data files. Please make open acknowledgement (data courtesy of NOAA/NESDIS/STAR) when you use them. IDEA Homepage