A partnership with NASA takes the State Department’s already successful air quality monitoring system to the next level.
Aug 31 2024
When The Foreign Service Journal published my article about air quality and the Greening Diplomacy Initiative (GDI) in 2021, the world was a different place.
We were one year into a global pandemic. Travel restrictions were in full effect. The race to create a vaccine for COVID-19 had begun. And the sky was clear.
Pandemic-related lockdowns had restricted many activities that ordinarily contribute to air pollution such as industry, transportation, and power generation.
A study done by The George Washington University showed significant decreases in nitrogen dioxide (NO2) in major urban areas such as Detroit, New York, and Atlanta.
The major pollution sources in these areas were heavy commuter routes and international airports; decreases aligned with the reduced vehicle and flight traffic during the domestic lockdown.
There was also unprecedented temporary improvement in air quality around the world. In India, for example, data collected from the European Space Agency’s Sentinel-5P satellite indicated that the levels of air pollution in the northern region of the country were at a 20-year low.
Unfortunately, those temporary gains are now gone, and climate change is worsening air pollution through increased wildfires, drought, and energy demands.
And the world still faces massive data gaps, places where no reliable real-time data exists—data that could help forecast potential disasters and allow people to plan their response. (For more on data gaps, please see the article by Ruiz and Ober in this issue.)
And that’s why we are thrilled to announce a new partnership with NASA that makes the State Department’s ZephAir app, already a game changer in providing real-time air quality data, even more powerful.
The project represents a leap forward in data availability for those who do not have sufficient ground-based monitors and/or local expertise to develop forecasts.
Using historical, satellite, and model data, NASA can now produce an AI-generated air pollution forecast, not just for the 80 embassies and consulates that have ground-based monitors, but for all locations that have embassies and consulates.
The implementation of AI ushers in the potential to analyze vast amounts of data to identify pollution patterns and predict future trends. Thanks to machine learning and as we gather more data, the forecasts will improve over time.
In 2015 the Greening Diplomacy Initiative in State’s Office of Management Strategy and Solutions (M/SS) began tracking air quality at posts through our DOSAir monitoring program.
DOSAir collects data on pollutant levels in the air using U.S.-made ground-based monitors that have been tested and verified to return trusted data, referred to in the industry as “reference grade.”
The monitoring network provides information to the public in areas where there is otherwise a dearth of reliable, public air quality data.
In 2020 we built ZephAir, the department’s first air quality mobile application, to provide an instant look at air quality in the cities where we have air quality monitors.
The air quality monitoring program was a success, but GDI knew that there were still thousands of employees and millions of people who needed air quality information, and we knew we couldn’t meet the need alone.
So we turned to another agency with a global—even universal—purview: NASA.
We partnered with NASA Senior Scientist Dr. Pawan Gupta and the health and air quality applied sciences team to compete for a Research Opportunities in Space and Earth Science grant to develop an air quality forecasting capability for more than 260 cities, including all our diplomatic mission locations.
The forecast uses artificial intelligence to pull from our ground monitors, satellite data, meteorological variables, and aerosol information to provide a three-day air quality forecast, similar to the ones we all use every day to monitor the weather.
According to Dr. Gupta: “The air quality forecast from NASA integrates cutting-edge global model outputs, satellite observations, and embassy air quality monitors into advanced machine learning algorithms.
These forecasts significantly enhance the Department of State’s existing monitoring program by offering near-term air quality predictions, aiding in practical planning efforts.
This collaboration exemplifies a robust partnership among federal agencies, leveraging NASA’s research and data to meet the needs of U.S. embassies and American citizens residing abroad.”
This is the first time that a government-developed air quality forecast is available at a global scale.
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https://afsa.org/ai-air-quality-forecasting-state-nasa-partnership
https://zephair.stategdi.cloud.