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A Deep Learning Approach for Meter-Scale Air Quality Estimation in Urban Environments Using Very High-Spatial-Resolution Satellite Imagery.
Atmosphere (Basel). 2022 Apr 27;13(5):696. doi: 10.3390/atmos13050696.
Atmosphere (Basel). 2022.
PMID: 37724306
Free PMC article.
What you see is what you breathe? Estimating air pollution spatial variation using street level imagery.
Suel E, Sorek-Hamer M, Moise I, von Pohle M, Sahasrabhojanee A, Asanjan AA, Arku RE, Alli AS, Barratt B, Clark SN, Middel A, Deardorff E, Lingenfelter V, Oza N, Yadav N, Ezzati M, Brauer M.
Suel E, et al. Among authors: von pohle m.
Remote Sens (Basel). 2022 Jul 17;14(14):3429. doi: 10.3390/rs14143429.
Remote Sens (Basel). 2022.
PMID: 37719470
Free PMC article.
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Using deep transfer learning and satellite imagery to estimate urban air quality in data-poor regions.
Yadav N, Sorek-Hamer M, Von Pohle M, Asanjan AA, Sahasrabhojanee A, Suel E, E Arku R, Lingenfelter V, Brauer M, Ezzati M, Oza N, Ganguly AR.
Yadav N, et al. Among authors: von pohle m.
Environ Pollut. 2024 Feb 1;342:122914. doi: 10.1016/j.envpol.2023.122914. Epub 2023 Nov 22.
Environ Pollut. 2024.
PMID: 38000726
Free PMC article.
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