Filter-based measurements of aerosol optical absorption are widely used to determine Black Carbon (BC) concentrations in real time. Measurements at multiple wavelengths permit the separation of contributions of BC from different combustion sources (Sandradewi 2008). However, filter-based methods can suffer from nonlinearity due to a "loading" effect as a function of increasing deposit density on the filter (Gundel 1984, Weingartner 2003, Arnott 2005, Virkkula 2007). Static algorithms to compensate for the effect fail to capture the details and potential variability of these aerosol optical properties. This impacts the accuracy of source apportionment using the data. The dual-spot Aethalometer (Magee Scientific model AE33) provides a real-ti...