Abstract. The RONOCO (ROle of Nighttime chemistry in controlling the Oxidising Capacity of the AtmOsphere) aircraft campaign during July 2010 and January 2011 made observations of OH, HO 2 , NO 3 , N 2 O 5 and a number of supporting measurements at night over the UK, and reflects the first simultaneous airborne measurements of these species. We compare the observed concentrations of these short-lived species with those calculated by a box model constrained by the concentrations of the longer lived species using a detailed chemical scheme. OH concentrations were below the limit of detection, consistent with model predictions. The model systematically underpredicts HO 2 by ∼ 200 % and overpredicts NO 3 and N 2 O 5 by around 80 and 50 %, respectively. Cycling between NO 3 and N 2 O 5 is fast and thus we define the NO 3x (NO 3x = NO 3 + N 2 O 5 ) family. Production of NO 3x is overwhelmingly dominated by the reaction of NO 2 with O 3 , whereas its loss is dominated by aerosol uptake of N 2 O 5 , with NO 3 + VOCs (volatile organic compounds) and NO 3 + RO 2 playing smaller roles. The production of HO x and RO x radicals is mainly due to the reaction of NO 3 with VOCs. The loss of these radicals occurs through a combination of HO 2 + RO 2 reactions, heterogeneous processes and production of HNO 3 from OH + NO 2 , with radical propagation primarily achieved through reactions of NO 3 with peroxy radicals. Thus NO 3 at night plays a similar role to both OH and NO during the day in that it both initiates RO x radical production and acts to propagate the tropospheric oxidation chain. Model sensitivity to the N 2 O 5 aerosol uptake coefficient (γ N 2 O 5 ) is discussed and we find that a value of γ N 2 O 5 = 0.05 improves model simulations for NO 3 and N 2 O 5 , but that these improvements are at the expense of model success for HO 2 . Improvements to model simulations for HO 2 , NO 3 and N 2 O 5 can be realised simultaneously on inclusion of additional unsaturated volatile organic compounds, however the nature of these compounds is extremely uncertain.