“…Previous modeling studies showed good agreement with observations of 17 O(nitrate) when assuming that the bulk oxygen isotopic composition of ozone ( 17 O(O 3 )) is equal to 35 ‰ (Alexander et al, 2009;Michalski et al, 2003) but varied in their assumption on terminal oxygen atom versus statistical isotopic transfer from O 3 to the reactant (NO and NO 2 ). This is an important distinction because it is now known that the 17 O enrichment in O 3 is contained entirely in its terminal oxygen atoms, and it is the terminal oxygen atom that is transferred from O 3 Berhanu et al, 2012;Bhattacharya et al, 2008Bhattacharya et al, , 2014Savarino et al, 2008;Michalski and Bhattacharya, 2009), so that the 17 O value of the oxygen atom transferred from ozone to the product is 50 % larger than the bulk 17 O(O 3 ) value. Recently, much more extensive observations of 17 O(O 3 ) using a new technique (Vicars et al, 2012) consistently show 17 O(O 3 ) = 26±1 ‰ in diverse locations (Vicars et al, 2012;Ishino et al, 2017;Vicars and Savarino, 2014) and suggest that previous modeling studies are biased low in 17 O(nitrate) (e.g., Alexander et al 2009), which would occur if the model underestimated the relative role of ozone in NO x chemistry.…”