Difference Learning for Air Quality Forecasting Transport Emulation

arXiv:2402.14806v1 Announce Type: new
Abstract: Human health is negatively impacted by poor air quality including increased risk for respiratory and cardiovascular disease. Due to a recent increase in extreme air quality events, both globally and locally in the United States, finer resolution air quality forecasting guidance is needed to effectively adapt to these events. The National Oceanic and Atmospheric Administration provides air quality forecasting guidance for the Continental United States. Their air quality forecasting model is based on a 15 …

abstract adapt air quality arxiv cs.lg difference disease events forecasting guidance health human physics.ao-ph quality risk transport type united united states