Wednesday, 25 January 2017
4E (Washington State Convention Center )
The Vog Measurement and Prediction Project (VMAP), established in 2010, provides daily forecasts across the state of Hawai‘i for near ground sulfur dioxide (SO2) and sulfate aerosol (SO4) concentrations in order to mitigate the impacts of exposure to poor air quality resulting from the ongoing eruption of Kīlauea. Forecasts are produced from the University of Hawai‘i Vog Model - a custom application of the Hybrid Single-Particle Lagrangian Integrated Trajectory model. Meteorological fields from the Weather Research and Forecast model provided input to the Vog model. SO2 emissions from the volcano were estimated by Hawaiian Volcano Observatory and are represented as vertical line sources representative of plumes during NE trade wind conditions. A constant conversion rate of SO2 to SO4 was specified, originally at 10% per hour. An early validation study of the VMAP forecasts found that the Vog Model had difficulty forecasting high-end concentrations most hazardous to public health. Specifically, SO2 forecasts were a challenge given the rapid conversion rate in the model - meaning most instances when SO2 concentrations exceeded 0.1 parts per million went unforecasted at sites downwind of Kīlauea. A more complex chemistry scheme was developed based on chemical kinetic theory and observations collected during the summer of 2015 to better represent the conversion of SO2 to SO4. Evaluation of the new scheme displayed improved probability of detection for SO2 and PM2.5 pollution events over the existing scheme. Longer forecast windows also increased the probability of detection of the new scheme faster than the existing scheme.
- Indicates paper has been withdrawn from meeting
- Indicates an Award Winner