Air Quality Forecast and Evaluation Based on Long Short-Term Memory Network and Fuzzy Algorithm

Accurate forecasting of air quality enables the public to formulate effective preventive measures in advance to maintain their health. The Long Short-Term Memory (LSTM) network is used to measure the three major pollutants in Taiwan over the years: PM2.5, O3, and PM10 for the cross-hour Direct Forecast (DF) and Update Forecast (UF) that can only predict the next hour. A new comprehensiv...