Use case: cities and regions
Monitoring air quality
Satellites measure nitrogen dioxide, ozone and other pollutants across whole regions, and the Copernicus Atmosphere Monitoring Service combines models with observations into daily forecasts for Europe. A city sees where pollution builds up and how it changes over time. Satellites do not replace ground stations: they observe the whole column of air, not the air at street level.
- Reference
- UC-06
- Technologies
- Challenge
- Emissions and ESG reporting
- Updated
- Published by
- LETO SPACE
01Technology
How satellites observe air pollution
Spectrometers on satellites measure sunlight reflected by the Earth's surface and atmosphere. Trace gases and aerosols leave spectral fingerprints in this light, and processing turns them into maps of pollutants such as nitrogen dioxide, sulphur dioxide and ozone Source: European Space Agency (ESA), 21 October 2025European Space Agency (ESA)Sentinel-4 offers first glimpses of air pollutants21 October 2025Open source (opens esa.int).
The satellite observes the whole column of air above a point. To estimate air quality near the ground, the Copernicus Atmosphere Monitoring Service (CAMS) combines observations from monitoring networks and satellites with atmospheric models Source: Copernicus Atmosphere Monitoring Service (CAMS), 8 May 2024Copernicus Atmosphere Monitoring Service (CAMS)CAMS role highlighted in the revised European Ambient Air Quality Directive8 May 2024Open source (opens atmosphere.copernicus.eu). Its European analysis merges model data with observations provided by the European Environment Agency Source: Copernicus Atmosphere Monitoring Service (CAMS), accessed 6 October 2026Copernicus Atmosphere Monitoring Service (CAMS)CAMS European air quality forecasts (Atmosphere Data Store, dataset overview)accessed 6 October 2026Open source (opens ads.atmosphere.copernicus.eu). For cities, EO-based services provide information on air quality in urban areas, including particles that can affect health Source: EU Agency for the Space Programme (EUSPA), 26 May 2026EU Agency for the Space Programme (EUSPA)EU Space Market Report 2026, Issue 126 May 2026Open source (opens euspa.europa.eu).
- lowerhigherNitrogen dioxidein the column
- Cloudno value
- One pixelabout 5.5 by 3.5 km
- Ground stationstays the basis
02Data
Data and satellites
- Sentinel-5P
- Launched in October 2017; daily global coverage; resolution as high as 5.5 by 3.5 km since August 2019
- Sentinel-4
- Hourly scans of Europe and northern Africa; first images in October 2025, operational service expected in 2027
- CAMS European forecasts
- Daily analysis plus four-day forecast on a 10 km grid
- Ground stations
- Assimilated into the CAMS analysis and used to validate the main pollutants
Sentinel-5P provides information on trace gases, aerosols and clouds that affect air quality and climate, and covers the globe once a day Source: European Space Agency (ESA), accessed 6 October 2026European Space Agency (ESA)Sentinel-5P: Facts and figuresaccessed 6 October 2026Open source (opens esa.int). Since August 2019 its pixels measure about 5.5 by 3.5 km at nadir Source: NASA GES DISC, NASA Goddard Earth Sciences Data and Information Services Center (GES DISC), accessed 8 October 2026NASA Goddard Earth Sciences Data and Information Services Center (GES DISC)Sentinel-5P TROPOMI Tropospheric NO2 1-Orbit L2 5.5km x 3.5km V2 (S5P_L2__NO2____HiR)accessed 8 October 2026Open source (opens disc.gsfc.nasa.gov). Sentinel-4 adds an hourly view from geostationary orbit. Its first images, published in October 2025, showed nitrogen dioxide, sulphur dioxide and ozone over Europe. Once operational, it will also map formaldehyde, glyoxal and aerosols, and its data will feed into CAMS Source: European Space Agency (ESA), 21 October 2025European Space Agency (ESA)Sentinel-4 offers first glimpses of air pollutants21 October 2025Open source (opens esa.int). EUMETSAT, which has operated the mission since September 2026, expects operational service to begin in 2027 Source: EUMETSAT, 28 September 2026EUMETSATEUMETSAT takes charge of Copernicus Sentinel-428 September 2026Open source (opens eumetsat.int).
The CAMS European forecasts cover nitrogen dioxide, ozone, sulphur dioxide, carbon monoxide, PM2.5, PM10 and pollen, among others. They are the median of an ensemble of regional models, which on average performs better than any single model. Only some species, among them nitrogen dioxide, ozone, PM2.5 and PM10, are regularly validated against ground measurements; the others are experimental Source: Copernicus Atmosphere Monitoring Service (CAMS), accessed 6 October 2026Copernicus Atmosphere Monitoring Service (CAMS)CAMS European air quality forecasts (Atmosphere Data Store, dataset overview)accessed 6 October 2026Open source (opens ads.atmosphere.copernicus.eu).
03Deliverables
What a city gets
- Maps of nitrogen dioxide over a region, at a resolution of a few kilometres, that show where pollution builds up and how it changes over time Source: European Space Agency (ESA), accessed 6 October 2026European Space Agency (ESA)Sentinel-5P: Facts and figuresaccessed 6 October 2026Open source (opens esa.int).
- Forecasts: hourly values for the next four days for nitrogen dioxide, ozone, particulate matter and other species Source: Copernicus Atmosphere Monitoring Service (CAMS), accessed 6 October 2026Copernicus Atmosphere Monitoring Service (CAMS)CAMS European air quality forecasts (Atmosphere Data Store, dataset overview)accessed 6 October 2026Open source (opens ads.atmosphere.copernicus.eu).
- Assessments: CAMS publishes annual air quality assessment reports, and online tools that show which sources contribute to particulate matter and ozone in more than 70 major European cities, including the share from outside the city Source: Copernicus Atmosphere Monitoring Service (CAMS), 8 May 2024Copernicus Atmosphere Monitoring Service (CAMS)CAMS role highlighted in the revised European Ambient Air Quality Directive8 May 2024Open source (opens atmosphere.copernicus.eu).
The revised EU Ambient Air Quality Directive encourages Member States to use CAMS products for monitoring Source: Copernicus Atmosphere Monitoring Service (CAMS), 8 May 2024Copernicus Atmosphere Monitoring Service (CAMS)CAMS role highlighted in the revised European Ambient Air Quality Directive8 May 2024Open source (opens atmosphere.copernicus.eu). For a city, they are a recognised supplement to its own measurements, not a replacement for them.
04Limits
Limits
Limit 01
Not street level
A CAMS grid cell is about 10 by 10 km Source: Copernicus Atmosphere Monitoring Service (CAMS), accessed 6 October 2026Copernicus Atmosphere Monitoring Service (CAMS)CAMS European air quality forecasts (Atmosphere Data Store, dataset overview)accessed 6 October 2026Open source (opens ads.atmosphere.copernicus.eu), and a Sentinel-5P pixel covers about 19 square kilometres Source: NASA GES DISC, NASA Goddard Earth Sciences Data and Information Services Center (GES DISC), accessed 8 October 2026NASA Goddard Earth Sciences Data and Information Services Center (GES DISC)Sentinel-5P TROPOMI Tropospheric NO2 1-Orbit L2 5.5km x 3.5km V2 (S5P_L2__NO2____HiR)accessed 8 October 2026Open source (opens disc.gsfc.nasa.gov). Differences between one street and the next need local stations, sensors or city-scale models.
Limit 02
No data under clouds
Satellites that measure nitrogen dioxide cannot see through clouds, so cloudy days leave gaps Source: NASA Goddard Space Flight Center, Air Quality, 9 September 2026NASA Goddard Space Flight Center, Air QualityCaution advised on use and interpretation of satellite-derived nitrogen dioxide tropospheric columns9 September 2026Open source (opens airquality.gsfc.nasa.gov).
Limit 03
Ground-level values need careful processing
The quantity a satellite observes is not the same as the concentration at ground level, and the weather changes it from day to day. Only careful processing makes it a proxy for surface levels Source: NASA Goddard Space Flight Center, Air Quality, 9 September 2026NASA Goddard Space Flight Center, Air QualityCaution advised on use and interpretation of satellite-derived nitrogen dioxide tropospheric columns9 September 2026Open source (opens airquality.gsfc.nasa.gov).
05Next steps
How we help
Copernicus air quality data is free of charge Source: European Union, EUR-Lex, 12 May 2021European Union, EUR-LexRegulation (EU) 2021/696 of 28 April 2021 establishing the Union Space Programme and the European Union Agency for the Space Programme12 May 2021Open source (opens eur-lex.europa.eu), so a city can start without buying data. The work lies in deciding which question the data should answer, which department uses the result, and whether a commercial service with finer detail is worth its price. In strategy and use cases we test the question against these points; in requirements and procurement we turn it into requirements that providers can answer.
To see which providers offer air quality services, Spacegraph, our discovery platform, has a use-case category "Emissions & air quality".
06Use cases
Related use cases
- Monitoring a city's emissionsWhat satellite data adds to greenhouse-gas monitoring, and where its limits are.
- Mapping urban heat islandsWhere a city overheats, seen from land surface temperature.
- Monitoring habitats and water qualityWhat satellite data shows about habitats, lakes and rivers.
- Satellite data for cities and regionsAll use cases for administrations, and how we work with them.
Frequently asked questions
Q1Which air quality data from space is available, and how often is it updated?
Sentinel-5P covers the whole globe once a day, around 13:30 local solar time Source: European Space Agency (ESA), accessed 6 October 2026European Space Agency (ESA)Sentinel-5P: Facts and figuresaccessed 6 October 2026Open source (opens esa.int). Sentinel-4 can scan Europe and northern Africa every hour Source: European Space Agency (ESA), 21 October 2025European Space Agency (ESA)Sentinel-4 offers first glimpses of air pollutants21 October 2025Open source (opens esa.int). EUMETSAT took over its operation in September 2026 and expects operational service to begin in 2027 Source: EUMETSAT, 28 September 2026EUMETSATEUMETSAT takes charge of Copernicus Sentinel-428 September 2026Open source (opens eumetsat.int). The Copernicus Atmosphere Monitoring Service publishes a daily analysis and forecasts for the next four days on a grid of about 10 km for Europe Source: Copernicus Atmosphere Monitoring Service (CAMS), accessed 6 October 2026Copernicus Atmosphere Monitoring Service (CAMS)CAMS European air quality forecasts (Atmosphere Data Store, dataset overview)accessed 6 October 2026Open source (opens ads.atmosphere.copernicus.eu). Copernicus services and data are free of charge Source: European Union, EUR-Lex, 12 May 2021European Union, EUR-LexRegulation (EU) 2021/696 of 28 April 2021 establishing the Union Space Programme and the European Union Agency for the Space Programme12 May 2021Open source (opens eur-lex.europa.eu).
Q2Can satellite data replace our air quality monitoring stations?
No. What a satellite observes is not the same as the concentration at ground level, and satellites that measure nitrogen dioxide cannot see through clouds Source: NASA Goddard Space Flight Center, Air Quality, 9 September 2026NASA Goddard Space Flight Center, Air QualityCaution advised on use and interpretation of satellite-derived nitrogen dioxide tropospheric columns9 September 2026Open source (opens airquality.gsfc.nasa.gov). Ground stations remain the basis. Models and satellite data add the picture between the stations: the revised EU Ambient Air Quality Directive asks for modelling, where applicable, so that point measurements can be read as a geographical distribution of concentrations Source: Copernicus Atmosphere Monitoring Service (CAMS), 8 May 2024Copernicus Atmosphere Monitoring Service (CAMS)CAMS role highlighted in the revised European Ambient Air Quality Directive8 May 2024Open source (opens atmosphere.copernicus.eu).
Q3How do we start a pilot?
Start with one question that a department owns, for example where to place a new sensor or how a traffic measure changes nitrogen dioxide over a district. We check which free Copernicus products already answer it, which commercial services add finer detail, and how to compare the results with your stations. Our consulting overview shows the path from the problem to the pilot.
Sources (9)
- Sentinel-5P: Facts and figures (opens esa.int)
- Sentinel-5P TROPOMI Tropospheric NO2 1-Orbit L2 5.5km x 3.5km V2 (S5P_L2__NO2____HiR) (opens disc.gsfc.nasa.gov)
- Sentinel-4 offers first glimpses of air pollutants (opens esa.int)
- EUMETSAT takes charge of Copernicus Sentinel-4 (opens eumetsat.int)
- CAMS European air quality forecasts (Atmosphere Data Store, dataset overview) (opens ads.atmosphere.copernicus.eu)
- CAMS role highlighted in the revised European Ambient Air Quality Directive (opens atmosphere.copernicus.eu)
- Caution advised on use and interpretation of satellite-derived nitrogen dioxide tropospheric columns (opens airquality.gsfc.nasa.gov)
- EU Space Market Report 2026, Issue 1 (opens euspa.europa.eu)
- Regulation (EU) 2021/696 of 28 April 2021 establishing the Union Space Programme and the European Union Agency for the Space Programme (opens eur-lex.europa.eu)
Contact
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