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Performance and generalizability impacts of incorporating location encoders into deep learning for dynamic PM2.5 estimation

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Deep learning models have demonstrated success in geospatial applications, yet quantifying the role of geolocation information in enhancing model performance and geographic generalizability remains underexplored. A new generation of location encoders have emer... ...