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.
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].