 
  
  
   
One of the major advances in the subject of diffraction has
been the observation of large rapidity gap events in DIS and their 
subsequent analysis in terms of a diffractive structure 
function [23, 24]. In these analyses,
the signature of diffraction is the rapidity gap,
defined by measuring the maximum pseudorapidity of the 
most-forward going particle
with energy above 400 MeV,   , 
and requiring this to be well away from
the outgoing proton direction. A typical requirement of
 , 
and requiring this to be well away from
the outgoing proton direction. A typical requirement of 
  corresponds to a low 
mass state measured in the detectors of
  corresponds to a low 
mass state measured in the detectors of   units 
and a large gap of
  units 
and a large gap of 
  units with respect to the 
outgoing proton (nucleon system).
In order to increase the lever arm in M2, 
the H1 and ZEUS analyses have extended the
  units with respect to the 
outgoing proton (nucleon system).
In order to increase the lever arm in M2, 
the H1 and ZEUS analyses have extended the   cuts to 3.2 
and 2.5, respectively.
This is achieved directly using the forward muon system/proton 
remnant taggers, in the case of H1, 
or via the measurement of a further discriminating 
variable,
  cuts to 3.2 
and 2.5, respectively.
This is achieved directly using the forward muon system/proton 
remnant taggers, in the case of H1, 
or via the measurement of a further discriminating 
variable,   ,
where
 ,
where   is the momentum vector of a calorimeter cell,
for ZEUS.
These extensions are, however, at the expense of a 
significant non-diffractive DIS background 
(up to
  is the momentum vector of a calorimeter cell,
for ZEUS.
These extensions are, however, at the expense of a 
significant non-diffractive DIS background 
(up to   and
  and   , respectively).
In each case, this background is estimated using the 
the colour-dipole model as implemented in the 
ARIADNE 4.03 program [26], which 
reasonably reproduces the observed forward ET flows in
non-diffractive interactions. 
The uncertainty on this background is estimated by changing the applied
cuts or by using other Monte Carlo models and is up to 20% for large
masses, M2, of the dissociated photon.
The double dissociation contribution is estimated with 
similar uncertainties to the vector meson case.
Other systematic errors 
are similar to those for the F2 analyses (
 , respectively).
In each case, this background is estimated using the 
the colour-dipole model as implemented in the 
ARIADNE 4.03 program [26], which 
reasonably reproduces the observed forward ET flows in
non-diffractive interactions. 
The uncertainty on this background is estimated by changing the applied
cuts or by using other Monte Carlo models and is up to 20% for large
masses, M2, of the dissociated photon.
The double dissociation contribution is estimated with 
similar uncertainties to the vector meson case.
Other systematic errors 
are similar to those for the F2 analyses (  ) 
with additional acceptance uncertainties due to
variations of the input diffractive Monte Carlo distributions.
 ) 
with additional acceptance uncertainties due to
variations of the input diffractive Monte Carlo distributions.
In the presentation of the results, the formalism changes [25], reflecting an assumed underlying partonic description, and two orthogonal variables are determined:
  
 
the momentum fraction of the pomeron within the proton and the momentum fraction of the struck quark within the pomeron, respectively. The structure function is then defined by analogy to that of the total ep cross section:
  
 
where 
the contribution of FL and radiative corrections are neglected
and an integration over the (unmeasured) t variable is performed.
The effect of neglecting FL corresponds to a relative reduction of the 
cross section at small   (high W2) which is always
  (high W2) which is always   and therefore
smaller than the typical measurement uncertainties (
  and therefore
smaller than the typical measurement uncertainties (  ).
 ).
As discussed above, a major uncertainty comes from the estimation of the non-diffractive background. This problem has been addressed in a different way in a further analysis by ZEUS [27]. In this analysis the mass spectrum, M2, is measured as a function of W and Q2, as shown in Figure 6 for four representative intervals, where the measured mass is reconstructed in the calorimeter and corrected for energy loss but not for detector acceptance, resulting in the turnover at large M2. The diffractive data are observed as a low mass shoulder at low W, which becomes increasingly apparent at higher W. Also shown in the figure are the estimates of the non-diffractive background based on (a) the ARIADNE Monte Carlo (dotted histogram) and (b) a direct fit to the data, discussed below.
   
 
Figure: Preliminary ZEUS analysis of the   distributions as
a function of W at Q2 = 31 GeV2. 
The solid lines show the extrapolation 
of the nondiffractive background as determined by the fits discussed in
the text. 
The dotted histograms show the predictions for non-diffractive scattering as
modelled using the ARIADNE 4.03 program.
  distributions as
a function of W at Q2 = 31 GeV2. 
The solid lines show the extrapolation 
of the nondiffractive background as determined by the fits discussed in
the text. 
The dotted histograms show the predictions for non-diffractive scattering as
modelled using the ARIADNE 4.03 program.
The probability of producing a gap is exponentially suppressed 
as a function of the rapidity gap, and hence as a function of   ),
for non-diffractive interactions. The slope of this exponential
is directly related to the height of the plateau distribution of 
multiplicity in the region of rapidity where the subtraction is made.
The data can thus be fitted to functions of the form
 ),
for non-diffractive interactions. The slope of this exponential
is directly related to the height of the plateau distribution of 
multiplicity in the region of rapidity where the subtraction is made.
The data can thus be fitted to functions of the form
  , 
in the region where the detector acceptance is uniform,
where b, C and D are determined from the fits.
Here, D represents a first-order estimate of the diffractive contribution
which is flat in
 , 
in the region where the detector acceptance is uniform,
where b, C and D are determined from the fits.
Here, D represents a first-order estimate of the diffractive contribution
which is flat in   ). The important parameter is b, which is
determined to be
 ). The important parameter is b, which is
determined to be   in fits to each of the measured data 
intervals, compared to
  in fits to each of the measured data 
intervals, compared to   estimated from the ARIADNE Monte Carlo.
The systematic uncertainty in the background reflects various changes to the 
fits, but in each case the measured slope is incompatible with that of the 
Monte Carlo.
This result in itself is interesting, since the fact that ARIADNE approximately
reproduces the observed forward ET (
  estimated from the ARIADNE Monte Carlo.
The systematic uncertainty in the background reflects various changes to the 
fits, but in each case the measured slope is incompatible with that of the 
Monte Carlo.
This result in itself is interesting, since the fact that ARIADNE approximately
reproduces the observed forward ET (  multiplicity) flow but does not
reproduce the measured b slope suggests that significantly different 
correlations of the multiplicities are present in non-diffractive DIS 
compared to the Monte Carlo expectations. 
Also new in this analysis is that
the diffractive Monte Carlo POMPYT 1.0 [28] has been tuned
to the observed data contribution for low mass states, allowing the high
  multiplicity) flow but does not
reproduce the measured b slope suggests that significantly different 
correlations of the multiplicities are present in non-diffractive DIS 
compared to the Monte Carlo expectations. 
Also new in this analysis is that
the diffractive Monte Carlo POMPYT 1.0 [28] has been tuned
to the observed data contribution for low mass states, allowing the high
  region to be measured up to the kinematic limit (
  region to be measured up to the kinematic limit (  )
and radiative corrections have been estimated in each interval 
(
 )
and radiative corrections have been estimated in each interval 
(  [21]).
  [21]).
The virtual-photon proton cross sections 
measured at fixed M2 and W, measured in this analysis,
can be converted to F2D(3) at fixed   and
  and   .
These results are shown in Figure 7 as the ZEUS(BGD) [27] analysis,
compared to the earlier
H1 [23] and ZEUS(BGMC) [24] analyses in comparable intervals
of
 .
These results are shown in Figure 7 as the ZEUS(BGD) [27] analysis,
compared to the earlier
H1 [23] and ZEUS(BGMC) [24] analyses in comparable intervals
of   and Q2 as a function of
  and Q2 as a function of   . The overall 
cross sections in each
 . The overall 
cross sections in each   and Q2 interval are similar, however,
the
  and Q2 interval are similar, however,
the   dependences are different.
As can be seen in Figure 6, the background estimates are significantly
different which results in a systematic shift in 
the W (
  dependences are different.
As can be seen in Figure 6, the background estimates are significantly
different which results in a systematic shift in 
the W (  ) dependence at fixed M (
 ) dependence at fixed M (  ) and Q2.
 ) and Q2.
   
 
Figure 7: Comparison of the HERA data for F2D(3) as function of
  for the H1 and ZEUS(BGMC) analyses where the Monte Carlos
are used to estimate the background. The upper (lower) Q2 value refers to 
the H1 (ZEUS) analysis. The preliminary ZEUS(BGD) where a fit to the data
is used to estimate the non-diffractive background is compared at slightly
different
  for the H1 and ZEUS(BGMC) analyses where the Monte Carlos
are used to estimate the background. The upper (lower) Q2 value refers to 
the H1 (ZEUS) analysis. The preliminary ZEUS(BGD) where a fit to the data
is used to estimate the non-diffractive background is compared at slightly
different   values noted at the bottom of the figure.
  values noted at the bottom of the figure.
Fits of the form 
  are performed 
where the normalisation constants bi are allowed to differ
in each
 
are performed 
where the normalisation constants bi are allowed to differ
in each   interval. 
The fits are motivated by the factorisable ansatz of
  interval. 
The fits are motivated by the factorisable ansatz of
  where
 
where   measures the flux of pomerons in the proton
and
  measures the flux of pomerons in the proton
and   is the probed structure of the pomeron.
The exponent of
  is the probed structure of the pomeron.
The exponent of   is identified as
  is identified as   ,
where
 ,
where   measures the effective
  measures the effective   dependence 
(
  dependence 
(  dependence at fixed M2 and Q2) of the cross section, 
integrated over t, as discussed in relation to exclusive vector meson
production. 
In each case, the
  dependence at fixed M2 and Q2) of the cross section, 
integrated over t, as discussed in relation to exclusive vector meson
production. 
In each case, the   are
  are   indicating that a single 
power law dependence on energy provides a reasonable description of the data 
and that effects due to factorisation breaking 
predicted in QCD-based calculations [29] are not yet observable.
The results for
  indicating that a single 
power law dependence on energy provides a reasonable description of the data 
and that effects due to factorisation breaking 
predicted in QCD-based calculations [29] are not yet observable.
The results for   are
  are
  (H1) [23],
  (H1) [23],
  (ZEUS(BGMC)) [24] and
  (ZEUS(BGMC)) [24] and
  (ZEUS(BGD)) [27],
where the systematic errors are obtained by refitting according to a series
of systematic checks outlined above.
It should be noted that the (2
  (ZEUS(BGD)) [27],
where the systematic errors are obtained by refitting according to a series
of systematic checks outlined above.
It should be noted that the (2  ) systematic shift between the 
ZEUS(BGD) and ZEUS(BGMC) can be attributed to the method of background 
subtraction.
Whilst the H1 and ZEUS(BGMC) analyses, based on Monte Carlo background 
subtraction, agree within errors, the ZEUS(BGD) value 
is different from the H1 value at the 3
 ) systematic shift between the 
ZEUS(BGD) and ZEUS(BGMC) can be attributed to the method of background 
subtraction.
Whilst the H1 and ZEUS(BGMC) analyses, based on Monte Carlo background 
subtraction, agree within errors, the ZEUS(BGD) value 
is different from the H1 value at the 3  level.
  level.
The Donnachie-Landshoff prediction [3] is   , after integration over an assumed t dependence and taking 
into account shrinkage. 
While comparison with the H1 value indicates that this
contribution is significant, the possibility of additional
contributions cannot be neglected.
Taking the ZEUS(BGD) value, this measurement is incompatible 
with the predicted soft pomeron behaviour at the 4
 , after integration over an assumed t dependence and taking 
into account shrinkage. 
While comparison with the H1 value indicates that this
contribution is significant, the possibility of additional
contributions cannot be neglected.
Taking the ZEUS(BGD) value, this measurement is incompatible 
with the predicted soft pomeron behaviour at the 4  level.
Estimates of the effect of
  level.
Estimates of the effect of   made by 
assuming
  made by 
assuming   rather than
  rather than   result in
 
result in   increasing from 0.24 to 0.29.
  increasing from 0.24 to 0.29.
The values can also be compared with   0.2
obtained from the exclusive photoproduction of
  0.2
obtained from the exclusive photoproduction of   mesons and the 
electroproduction data or with
  mesons and the 
electroproduction data or with   0.2 to 0.25
obtained from the dependence of the total cross sections 
in the measured Q2 range [18].
In the model of Buchmüller and Hebecker [30], 
the effective exchange is 
dominated by one of the two gluons. In terms
of
  0.2 to 0.25
obtained from the dependence of the total cross sections 
in the measured Q2 range [18].
In the model of Buchmüller and Hebecker [30], 
the effective exchange is 
dominated by one of the two gluons. In terms
of   , where the optical theorem is no longer relevant,
the diffractive cross section
would therefore rise with an effective 
power which is halved to
 , where the optical theorem is no longer relevant,
the diffractive cross section
would therefore rise with an effective 
power which is halved to   0.1 
to 0.125.
The measured values are within the range of these estimates.
  0.1 
to 0.125.
The measured values are within the range of these estimates.
The overall cross sections in each   , Q2 interval are similar
and one can integrate over the measured
 , Q2 interval are similar
and one can integrate over the measured   dependence
in order to determine
  dependence
in order to determine   (
 (  ), a quantity which measures
the internal structure of the pomeron up to an arbitrary integration 
constant. Presented in this integrated form, the data agree on the general 
features of the internal structure. In Figure 8 the H1 data are
compared to preliminary QCD fits [31]. The general
conclusions from the
 ), a quantity which measures
the internal structure of the pomeron up to an arbitrary integration 
constant. Presented in this integrated form, the data agree on the general 
features of the internal structure. In Figure 8 the H1 data are
compared to preliminary QCD fits [31]. The general
conclusions from the   dependence are that the pomeron has a 
predominantly hard structure, typically characterised by a 
symmetric
  dependence are that the pomeron has a 
predominantly hard structure, typically characterised by a 
symmetric   dependence, but also containing an additional,
significant contribution at low
  dependence, but also containing an additional,
significant contribution at low   which has been fitted in the ZEUS
analysis [24]. 
The virtual photon only couples directly to quarks, but the overall cross 
section can give indications only of the relative proportion of quarks and 
gluons within the pomeron, since the flux normalisation 
is somewhat arbitrary [24].
The Q2 behaviour is broadly scaling, consistent with a partonic
structure of the pomeron. Probing more deeply, however, a characteristic 
logarithmic rise of
  which has been fitted in the ZEUS
analysis [24]. 
The virtual photon only couples directly to quarks, but the overall cross 
section can give indications only of the relative proportion of quarks and 
gluons within the pomeron, since the flux normalisation 
is somewhat arbitrary [24].
The Q2 behaviour is broadly scaling, consistent with a partonic
structure of the pomeron. Probing more deeply, however, a characteristic 
logarithmic rise of   is observed in all
  is observed in all   intervals.
Most significantly, at large
  intervals.
Most significantly, at large   a predominantly quark-like object
would radiate gluons resulting in negative scaling violations as in the 
case of the large-x (
  a predominantly quark-like object
would radiate gluons resulting in negative scaling violations as in the 
case of the large-x (  ) behaviour of the proton.
The question of whether the pomeron is predominantly quarks or gluons,
corresponding to a ``quarkball" or a ``gluemoron" [32],
has been tested quantitatively by H1 using QCD fits to
 ) behaviour of the proton.
The question of whether the pomeron is predominantly quarks or gluons,
corresponding to a ``quarkball" or a ``gluemoron" [32],
has been tested quantitatively by H1 using QCD fits to 
  [31]. A flavour singlet 
quark density input of the form
  [31]. A flavour singlet 
quark density input of the form   , where
z is the momentum fraction carried by the quark, yields a numerically
acceptable
 , where
z is the momentum fraction carried by the quark, yields a numerically
acceptable   . The characteristic Q2 behaviour, however, is not
reproduced. Adding a gluon contribution of similar form gives an excellent 
description of the data. The fit shown uses Bq = 0.35, Cq = 0.35,
Bg = 8, Cg = 0.3. In general, the fits tend to favour inputs where 
the gluon carries a significant fraction,
 . The characteristic Q2 behaviour, however, is not
reproduced. Adding a gluon contribution of similar form gives an excellent 
description of the data. The fit shown uses Bq = 0.35, Cq = 0.35,
Bg = 8, Cg = 0.3. In general, the fits tend to favour inputs where 
the gluon carries a significant fraction,   70 to 90%,
of the pomeron's momentum.
  70 to 90%,
of the pomeron's momentum.
   
 
Figure: H1 data on   (
 (  ) as a function
of Q2 (
 ) as a function
of Q2 (  ) at fixed
 ) at fixed   (Q2). The data are compared to
preliminary
leading-order QCD fits where:
(a) only quarks are considered at the starting scale,
Q02 = 4 GeV2, indicated by the dashed line 
(
  (Q2). The data are compared to
preliminary
leading-order QCD fits where:
(a) only quarks are considered at the starting scale,
Q02 = 4 GeV2, indicated by the dashed line 
(  , 37% CL); (b) gluons also contribute at the
starting scale, resulting in a fit where gluons carry
 , 37% CL); (b) gluons also contribute at the
starting scale, resulting in a fit where gluons carry   90%
of the momentum, indicated by the full line (
  90%
of the momentum, indicated by the full line (  , 91% CL).
 , 91% CL).
 
  
 