<p><strong>Abstract.</strong> Indonesia contains large areas of peatland which are being drained and cleared of natural vegetation, making them susceptible to burning. Peat fires emit considerable amounts of carbon dioxide, particulate matter (PM) and other trace gases, contributing to climate change and causing regional air pollution. However emissions from peat fires are uncertain due to uncertainties in emission factors and burn depth of peat. We used the Weather Research and Forecasting model with chemistry, and measurements of PM concentrations to constrain PM emissions from Indonesian fires during 2015, one of the largest fire seasons in recent decades. We estimate PM<sub>2.5</sub> (particles with diameters less than 2.5&#8201;&#956;m) emissions from fires across Sumatra and Borneo during September to October 2015 were 7.33&#8201;Tg, a factor 3.5 greater than those in Fire Inventory from NCAR (FINNv1.5), which does not include peat burning. We estimate similar dry fuel consumption and CO<sub>2</sub> emissions to those in the Global Fire Emissions Database (GFED4s), but a factor 1.8 greater PM<sub>2.5</sub> emissions, due to updated PM<sub>2.5</sub> emission factors for Indonesian peat. Through comparing simulated and measured PM concentrations, our work provides an independent confirmation of these updated emission factors. We estimate peat burning contributes 71&#8201;% of total PM<sub>2.5</sub> emissions from fire in Indonesia during September&#8211;October 2015. We show that using satellite-retrieved soil moisture to modify the assumed depth of peat burn improves the simulation of PM, increasing the correlation between simulated and observed PM from 0.48 to 0.56. Overall, our work suggests that peat fires in Indonesia produce substantially greater PM emissions than estimated in current emission datasets, with implications for the predicted air quality impacts of peat burning.</p>