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External Resources
1 - Data for Use in R&D
Air Quality System (AQS) | US EPA
The Air Quality System (AQS) is EPA’s repository of ambient air quality data. AQS stores data from over 10,000 monitors, 5000 of which are currently active.
Atmospheric Deposition and Critical Loads Data
NADP Maps and Data
National Atmospheric Deposition Program
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EPA’s Critical Loads Mapper Tool enables access to information on atmospheric deposition, critical loads, and their exceedances to better understand vulnerability to atmospheric pollution.
CLAD Database Access
National Atmospheric Deposition Program
Emissions
National Emissions Inventory (NEI) | US EPA
Detailed estimate of air emissions of both criteria and hazardous air pollutants from all air emissions sources.
Toxics Release Inventory (TRI) Program | US EPA
The Toxics Release Inventory tracks the management of certain toxic chemicals that may pose a threat to human health and the environment.
Satellite Air Quality Measurements
https://earthdata.nasa.gov/earth-observation-data/near-real-time/hazards-and-disasters/air-quality
https://www.usgs.gov/centers/eros/science/national-land-cover-database
https://www.nodc.noaa.gov/ocads/oceans/
https://www.ncdc.noaa.gov/cdo-web/datatools/lcd
Meteorology
Overall Link to NOAA Data Sources
https://www.nrel.gov/analysis/jedi/index.html
Using JEDI, you can analyze the energy impacts of wind, biofuels, concentrating solar power, geothermal, marine and hydrokinetic power, coal, and natural gas power plants.
https://openei.org/wiki/Utility_Rate_Database
Rate structure information from utilities in the U.S. maintained by the U.S. Department of Energy
2 - Data Analytic Tools, Tips & Cheat Sheets
## Tools and Cheat Sheets to Help you Get Started
JavaScript
Linux
Python
R
R Functions for Regression Analytics