Forecasting volcanic air pollution in Hawaii: Tests of time series models

► This paper studies forecasting volcanic air pollution. ► The techniques include regressions, neural networks, and frequency domain methods. ► The frequency domain method yields the most accurate predictions. ► The neural network places second.