“…Like other time-integrated average optical methods for monitoring LAC (e.g., smoke stain reflectometer), digital image-based methods estimate the reflectance or color of a sample collected on a filter (e.g., quartz or PTFE filter) and then estimate the LAC loading of the filter based on field calibration with other optical or thermal-optical methods for LAC. Digital image-based methods have been developed using cellphone cameras [ 10 , 30 ], digital cameras [ 22 , 31 ], colorimeters [ 32 , 33 ], and scanners [ 34 , 35 , 36 ] and have been tested in households that use solid fuels in China and India [ 22 , 36 , 37 ]. Based on evaluation with thermal-optical methods and time-integrated average optical methods for LAC, digital image-based analysis methods can reliably estimate shorter-term (~hours) average LAC concentrations [ 10 , 13 , 22 , 30 , 31 , 32 , 33 , 34 , 35 , 36 ].…”