U.S. Department of EnergyOffice of Scientific and Technical Information
National Park Air Quality Index Dataset
Abstract
The National Park Air Quality Index dataset (NPS-AQI) consists of webcam images taken from the National Park Service's publicly available air quality web cameras and associated measurements for air pollutants, AQI, and meteorological data obtained via the publicly available NPS Gaseous Pollutant Monitoring Program. The full dataset is a collection of 146,822 images paired with air quality measurements. The specific measurements reported are: ozone ppm, 8-hour running average ozone ppm, so2 ppm, AQI (derived from ozone), temperature, and humidity. The images are 1500X1000 pixel PNG files arranged into folders by NPS site and named according to the time and date the image was taken. There are three CSV files (representing "training", "validation", and "testing" images splits) containing image names and associated NPS site names, air pollutant measurements, and meteorlogical data.
- Authors:
-
- PNNL
- Publication Date:
- DOE Contract Number:
- AC05-76RL01830
- Research Org.:
- Pacific Northwest National Laboratory 2
- Sponsoring Org.:
- DOE
- OSTI Identifier:
- 2468701
- DOI:
- https://doi.org/10.25584/2468701
Citation Formats
Svinth, Christian N, Byler, Eleanor B, and Chojnicki, Kirsten N. National Park Air Quality Index Dataset. United States: N. p., 2024.
Web. doi:10.25584/2468701.
Svinth, Christian N, Byler, Eleanor B, & Chojnicki, Kirsten N. National Park Air Quality Index Dataset. United States. doi:https://doi.org/10.25584/2468701
Svinth, Christian N, Byler, Eleanor B, and Chojnicki, Kirsten N. 2024.
"National Park Air Quality Index Dataset". United States. doi:https://doi.org/10.25584/2468701. https://www.osti.gov/servlets/purl/2468701. Pub date:Mon Jun 03 00:00:00 EDT 2024
@article{osti_2468701,
title = {National Park Air Quality Index Dataset},
author = {Svinth, Christian N and Byler, Eleanor B and Chojnicki, Kirsten N},
abstractNote = {The National Park Air Quality Index dataset (NPS-AQI) consists of webcam images taken from the National Park Service's publicly available air quality web cameras and associated measurements for air pollutants, AQI, and meteorological data obtained via the publicly available NPS Gaseous Pollutant Monitoring Program. The full dataset is a collection of 146,822 images paired with air quality measurements. The specific measurements reported are: ozone ppm, 8-hour running average ozone ppm, so2 ppm, AQI (derived from ozone), temperature, and humidity. The images are 1500X1000 pixel PNG files arranged into folders by NPS site and named according to the time and date the image was taken. There are three CSV files (representing "training", "validation", and "testing" images splits) containing image names and associated NPS site names, air pollutant measurements, and meteorlogical data.},
doi = {10.25584/2468701},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Mon Jun 03 00:00:00 EDT 2024},
month = {Mon Jun 03 00:00:00 EDT 2024}
}