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Article | Open Access

Satellite air quality monitoring: an interactive and accessible tool for spatiotemporal analysis using Google Earth Engine

Almustafa Abd Elkader Ayeka Mohannad Ali Lohob,c ( )Suzan Fathe Karmokad 
Department of Topography, University of Aleppo, Aleppo, Syria
Department of Geography, Faculty of Arts and Humanities, Damascus University, Damascus, Syria
Department of Geography, Faculty of Arts and Humanities, Tartous University, Tartous, Syria
Department of Agricultural Studies and Research, General Organization of Remote Sensing (GORS), Damascus, Syria
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Abstract

The increasing reliance on satellite-based air quality monitoring is hindered by challenges related to data integration, accessibility, and the technical demands of geospatial processing. This study presents the development of an interactive, publicly accessible tool built on the Google Earth Engine platform that facilitates spatial and temporal analysis of air pollution using satellite and reanalysis data without requiring any coding. The tool standardizes data from Sentinel-5P (Tropospheric Monitoring Instrument, TROPOMI), GEOS-CF, and MODIS at a spatial 1 km resolution, with integrated quality filtering and customizable temporal aggregation. Users can generate distribution raster images, histograms, and time series, with export options in GeoTIFF and CSV formats. The tool’s capabilities were demonstrated through case studies focusing on the detection of increasing carbon monoxide concentrations during large-scale wildfires in Latakia, Syria, and increased PM2.5 levels following military operations near the Natanz nuclear site in Iran. These applications highlight the tool’s effectiveness in detecting both long-term and abrupt pollution events in data-poor regions. Compared to platforms such as NASA Giovanni or TROPOMI Viewer, the developed tool offers enhanced interactivity, data control, and multi-source integration within a single environment. By simplifying the barrier to access to environmental and health analyses, this tool provides an effective alternative for researchers, particularly in developing countries, and contributes to ongoing efforts to make geospatial air quality information accessible to all.

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Geo-Spatial Information Science
Pages 2109-2124

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Cite this article:
Ayek AAE, Loho MA, Karmoka SF. Satellite air quality monitoring: an interactive and accessible tool for spatiotemporal analysis using Google Earth Engine. Geo-Spatial Information Science, 2026, 29(3): 2109-2124. https://doi.org/10.1080/10095020.2025.2537352

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Received: 13 May 2025
Accepted: 17 July 2025
Published: 03 September 2025
© 2025 Wuhan University.

This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent.