Abstract. We apply a high-resolution chemical transport model (GEOS-Chem CTM) with
updated treatment of volatile organic compounds (VOCs) and a comprehensive
suite of airborne datasets over North America to (i) characterize the VOC
budget and (ii) test the ability of current models to capture the
distribution and reactivity of atmospheric VOCs over this region. Biogenic
emissions dominate the North American VOC budget in the model, accounting
for 70 % and 95 % of annually emitted VOC carbon and reactivity,
respectively. Based on current inventories anthropogenic emissions have
declined to the point where biogenic emissions are the dominant summertime
source of VOC reactivity even in most major North American cities. Methane
oxidation is a 2× larger source of nonmethane VOCs (via production
of formaldehyde and methyl hydroperoxide) over North America in the model
than are anthropogenic emissions. However, anthropogenic VOCs account for
over half of the ambient VOC loading over the majority of the region owing to
their longer aggregate lifetime. Fires can be a significant VOC source
episodically but are small on average. In the planetary boundary layer
(PBL), the model exhibits skill in capturing observed variability in total
VOC abundance (R2=0.36) and reactivity (R2=0.54). The same is
not true in the free troposphere (FT), where skill is low and there is a
persistent low model bias (∼ 60 %), with most (27 of 34)
model VOCs underestimated by more than a factor of 2. A comparison of PBL : FT
concentration ratios over the southeastern US points to a misrepresentation
of PBL ventilation as a contributor to these model FT biases. We also find
that a relatively small number of VOCs (acetone, methanol, ethane,
acetaldehyde, formaldehyde, isoprene + oxidation products, methyl
hydroperoxide) drive a large fraction of total ambient VOC reactivity and
associated model biases; research to improve understanding of their budgets
is thus warranted. A source tracer analysis suggests a current overestimate
of biogenic sources for hydroxyacetone, methyl ethyl ketone and glyoxal, an
underestimate of biogenic formic acid sources, and an underestimate of
peroxyacetic acid production across biogenic and anthropogenic precursors.
Future work to improve model representations of vertical transport and to
address the VOC biases discussed are needed to advance predictions of ozone
and SOA formation.