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The analysis of leptoproduction at finite 
 has experimental and
theoretical advantages in comparison with the analysis of photoproduction. 
At high 
, theoretical uncertainties in the models
decrease and resolved-photon processes are expected to be negligible.
Furthermore, the distinct signature of the scattered lepton makes the inelastic
process easier to detect. However, due to the steeply falling 
 dependence
the data are more limited statistically.
The cross section for 
 production in deep-inelastic 
 scattering 
at HERA was calculated in the NRQCD factorization approach at leading order 
in 
 taking into account 
diagrams of the type ``
'' [193]
using the matrix elements as determined in [183] and the
MRST98LO [73] and CTEQ5L [72] parton distributions.
In fig.45, the results of this calculation are plotted as
a function of 
 and 
, along with the H1 data
[30]. The NRQCD results that are shown in
fig.45 include the contributions from the color-octet
channels 
, 
, 
, as well as from
the color-singlet channel 
. The contribution of the
color-singlet channel is also shown separately. The values of the NRQCD
matrix elements were determined from the distribution of transverse
momenta of 
 mesons produced in 
collisions [183].
The bands include theoretical uncertainties, which originate from the
uncertainty in the charm-quark mass 
 GeV, the variation
of renormalization and factorization scales by factors 1/2 and 2, and
the uncertainties in the NRQCD matrix elements, all of which result
mainly in normalization uncertainties that do not affect the shapes of
the distributions.
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Figure 46 shows the differential electroproduction
cross sections for 
 mesons from ZEUS [33] and 
H1 [30] as function of 
.
The data are compared with predictions in the framework of 
NRQCD [193] and also with predictions 
in the 
 factorization approach in which only 
the color-singlet contribution (CS) is 
included [104,190].
The uncertainties in the NRQCD calculations are indicated in 
fig.46 as bands. 
The agreement with the color singlet model (CS), 
seen in fig.46a, deteriorates when 
the cut 
 GeV is applied 
(fig.46b). This cut is justified, however, as
towards small 
, perturbation theory
becomes increasingly unreliable due to collinear singularities
for the contributions 
 with 
=
and 
 [193].