TinyNina achieves 7.4 μg/m³ MAE for NO2 estimation from Sentinel-2 data using a 51K-parameter intra-image super-resolution model that is 47× faster than EDSR or RCAN.
(2024) Nitrogen dioxide (NO 2) air pollution
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TinyNina: A Resource-Efficient Edge-AI Framework for Sustainable Air Quality Monitoring via Intra-Image Satellite Super-Resolution
TinyNina achieves 7.4 μg/m³ MAE for NO2 estimation from Sentinel-2 data using a 51K-parameter intra-image super-resolution model that is 47× faster than EDSR or RCAN.