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Probing the capacity of a spatiotem- poral deep learning model for short-term pm2

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cs.CV 1

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2025 1

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MVAR: MultiVariate AutoRegressive Air Pollutants Forecasting Model

cs.CV · 2025-07-16 · conditional · novelty 5.0

MVAR forecasts six pollutants over 75 North China cities for up to 120 hours from two input steps, using autoregressive rollout, step-weighted loss, and meteorological cross-attention, and reports lower RMSE than baseline models.

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  • MVAR: MultiVariate AutoRegressive Air Pollutants Forecasting Model cs.CV · 2025-07-16 · conditional · none · ref 11

    MVAR forecasts six pollutants over 75 North China cities for up to 120 hours from two input steps, using autoregressive rollout, step-weighted loss, and meteorological cross-attention, and reports lower RMSE than baseline models.