Satellite Data for Environmental Justice – Tabs

NASA Health and Air Quality Applied Sciences Team (HAQAST) is a collaborative team that works in partnership with public health and air quality agencies to use NASA data and tools for the public benefit. Satellite Data for Environmental Justice (SD4EJ) is a NASA HAQAST Tiger Team whose goal is to integrate satellite data into environmental justice (EJ) screening and mapping tools. Satellite data have strength in spatial coverage to comprehensively identify and target EJ communities for investments and remediation. Through the use of satellite data, we can discern differences in heat, pollution, and other environmental hazards within individual census tracts.

Satellite Data for Environmental Justice (SD4EJ) provides satellite data expertise for the following indicators and more: heat, the light at night, fine particulate matter, nitrogen dioxide (NO2), ozone (O3), and formaldehyde (HCHO).

Susan Annenberg


Anenberg headshot

Qian Xiao


Xiao Headshot

Gaige Kerr

Principle Coordinator

Natalie Youssef

Communications Specialist

SD4EJ Stakeholders

This Tiger Team is engaged with several stakeholders who map EJ indicators, and the team works towards sharing, reformatting, and interpreting satellite data for EJ applications. The content below highlight a few of the team’s many stakeholders exploring how satellite data can complement their existing work to understand and advance environmental justice. 

Environmental Defense Fund:
SD4EJ works with the Environmental Defense Fund to integrate satellite data into their climate vulnerability index. The CVI integrates existing datasets on climate, health, and environment and identifies vulnerabilities and factors driving those vulnerabilities on a national scale.

The CDC has an Environmental Justice Dashboard. This dashboard uses the Social Vulnerability Index (SVI), calculated based on social factors, including unemployment, minority status, and disability. The SVI illustrates high levels of social vulnerability. This data highlights environmental injustices in communities experiencing human suffering, financial hardships, or public health emergencies.

Consortium for the Valuation of Applications Benefits Linked with Earth Science (VALUABLES):
The Consortium for the Valuation of Applications Benefits Linked with Earth Sciences is a cooperative agreement between Resources for the Future (RFF) and the National Aeronautics and Space Administration (NASA). This program measures how satellite information can benefit people and the environment and inform policy or decision-making.

United States Environmental Protection Agency (EPA) Office of Environmental Justice:
The EPA has an environmental justice screening and mapping tool, EJScreen. SD4EJ is exploring how NO2, an air pollutant not currently included in this screening tool, might provide additional insights into air quality and health disparities. Global estimates of surface NO2 concentrations at 1km x 1km are documented in Anenberg, Mohegh, et al. (2022). These estimates, available annually for 2005-2020, are formed by combining a land-use regression model described in Larkin et al. (2015) with satellite-derived tropospheric column NO2 from NASA’s Ozone Mapping Instrument.

CEEJH has developed public participatory geospatial information science (PPGIS) tools for visualizing environmental justice in communities. These tools measure air pollution, chemical releases, food justice, green space, and climate resilience on a map to identify burdens and health disparities in Maryland. Locate the Maryland Environmental Justice Screen Tool here.

The South Coast Air Quality Management District (SCAQMD):
The South Coast Air Quality Management District (SCAQMD) is responsible for controlling emissions from stationary sources of air pollutants. The SCAQMD has instituted several community initiatives to help improve air quality for residents of the south basin, including the Environmental Justice Program. The goals of this program are to advise on environmental justice issues, create and sustain positive and productive relationships between the South Coast AQMD and community members, and contribute to the progress and achievement of environmental justice through decisions and activities. The SCAQMD team is working to understand environmental justice issues related to the Ports of Los Angeles and Long Beach and the growing impact of warehousing and e-commerce in Southern California.

New York State Department of Health:
The NY State Department of Health uses Geographic Information Systems to map potential environmental justice areas here. This map highlights minority groups and percentages of the population with incomes below the federal poverty level. The New York State Department of Health uses data from the NY State Data GIS Clearinghouse and Environmental Resource Mapper to identify potential environmental justice areas based on resources, environmental features that are state or federally protected, areas of conservation or concern, and other factors.

Nick Pendleton, a recent MPH graduate from the Milken Institute of Health at George Washington University, served as a Communications Specialist for the SD4EJ team. Nick created a Geographic Information System Story map and Dashboard of the United States using satellite data to map air quality and socioeconomic data around race, ethnicity, poverty, and health status. This data helps identify the most vulnerable communities or individuals and recognize environmental justice issues. 

Figure 1.  Satellite-derived nitrogen dioxide from the TROPOMI instrument averaged to underlying census tracts in the Baltimore-Washington, DC region. Red lines denote major roadways.
Figure 2.  Satellite-derived nitrogen dioxide from the TROPOMI instrument averaged to underlying census tracts in the California region.