Forecasting Summertime Surface-Level Ozone Concentrations in the Lower Fraser Valley of British Columbia: An Ensemble Network Approach

摘要

Empirical models for predicting daily maximum hourly average ozone concentratoins were developed for 10 monitoring stations in the Lower Fraser Valley (LFV) of British Columbia. According to data from 1991 to 1996, ensemble neural network models increased explained variance an average of 7/100 over multiple linear regression models using the same input variables.