Parameterizations of the eddy-induced velocity that advects tracers in addi
tion to the Eulerian mean flow are traditionally expressed as a downgradien
t Fickian diffusion of either isopycnal layer thickness or large-scale pote
ntial vorticity (PV). There is an ongoing debate on which of the two closur
es is better and how the spatial dependence of the eddy diffusivity should
look like. To increase the physical reasoning on which these closures are b
ased, the authors present a systematic assessment of eddy fluxes of thickne
ss and PV and their relation to mean-flow gradients in an isopycnic eddy-re
solving model of an idealized double-gyre circulation in a flat bottom, clo
sed basin. The simulated flow features strong nonlinearities, such as tight
inertial recirculations, a meandering midlatitude jet, pools of homogenize
d PV, and regions of weak flow where beta /h dominates the PV gradient. It
is found that the zonally averaged eddy flux of thickness scales better wit
h the zonally averaged meridional thickness gradient than the eddy flux of
PV with the PV gradient. The reason for this is that the two-scale approxim
ation, which is often invoked to derive a balance between the downgradient
eddy flux of PV and enstrophy dissipation, does not hold. It is obscured by
advection of perturbation enstrophy, which is multisigned and weakly relat
ed to mean-flow gradients. On the other hand, forcing by vertical motions,
which enters the balance between the downgradient eddy flux of thickness an
d dissipation in most cases, acts to dissipate thickness variance. It is do
minated by the conversion from potential to kinetic energy and the subseque
nt downgradient transport of thickness. Also, advection of perturbation thi
ckness variance tends to be more single-signed than advection of perturbati
on enstrophy, forcing the eddy flux of thickness to be more often down the
mean gradient. As a result, in the present configuration a downgradient dif
fusive closure for thickness seems more appropriate to simulate the diverge
nt eddy fluxes than a downgradient diffusive closure for PV, especially in
dynamically active regions where the eddy fluxes are large and in regions o
f nearly uniform PV.