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2. X-ray data and analysis

The X-ray survey in HS 47.5/22 consists of 48 pointings with the ROSAT PSPC (Pfeffermann et al. 1986). These pointings form a diamond shaped grid with tex2html_wrap_inline1663 and tex2html_wrap_inline1665. The observations were performed between April 1991 and October 1993, and an observation log is given in Table 4. Figure 1 (click here) gives a schematic view of the field.

  figure245
Figure 1: Map of the field 47.5/22. Closed contour: the area surveyed with ROSAT, open contour: tex2html_wrap_inline1647tex2html_wrap_inline1669 (Effelsberg observations), +: centres of ROSAT-pointings, tex2html_wrap_inline1673: optically selected quasars within the ROSAT area, tex2html_wrap_inline1675: other optically selected quasars. Coordinates are J2000.0

Most pointings were observed in more than one interval (OBI). The exposure times of single OBIs range from tex2html_wrap_inline1677 to tex2html_wrap_inline1679s. tex2html_wrap_inline1681 in Table 4 is the sum of all OBIs at a given position, the distribution of tex2html_wrap_inline1681 is presented in Fig. 2 (click here).

  figure260
Figure 2: Distribution of exposure times of individual pointings. The vertical line marks the median value

Since the diameter of the field of view (FOV) is tex2html_wrap_inline1685, the pointings overlap noticeably, and all but the outer rim of the field is covered by several observations. Adding up all pointings gives a resulting exposure time tex2html_wrap_inline1687 for 73tex2html_wrap_inline1689 of the area and more than tex2html_wrap_inline1691 for the central tex2html_wrap_inline1693 (see Fig. 3 (click here)).

2.1. Source detection on individual pointings

Source detection on the individual pointings was done with the EXSAS software package, version 93JAN (Zimmermann et al. 1993), which uses a sliding window technique. Images were accumulated in the broad (0.1 - 2.4 keV), hard (0.4 - 2.4 keV), and soft (0.1 - 0.4 keV) bands with a pixel size of 15''.

The first step of the source detection took the background from a region directly surrounding the detection cell, the second took the background from the cleared and smoothed image. The third step applied a maximum likelihood analysis to the sources found previously. It computed accurate positions and their tex2html_wrap_inline1711 errors, vignetting corrected source counts and count rates, and likelihood of existence, tex2html_wrap_inline1713 (Cruddace et al. 1988). tex2html_wrap_inline1715 was used as detection threshold; this value corresponds to a probability tex2html_wrap_inline1717 that the observed distribution is a pure background fluctuation, and is equivalent to a signal to noise tex2html_wrap_inline1719.

Each band was searched separately to allow the detection of faint sources with extreme spectra. Detections from different bands were considered identical if their positions differed less than tex2html_wrap_inline1721, tex2html_wrap_inline1723 being the larger position error. The entry with the largest tex2html_wrap_inline1725 defined the position.

After the first pointings were analysed it became clear that some sources had been missed. Most of them were located in the outer part of the FOV. An explanation would be that the detection cell in the first step had been too small, and the sources' PSF leaked into the background extraction area, causing an overestimated background and subsequent non-detection in the next steps. Although possible, this cannot be the only explanation. Tests with varying detection thresholds in the first detection step showed that the differences of the resulting background maps are almost entirely within the noise. So, background contamination is less serious than first assumed, leaving only the possibility of software failure.

Lower detection thresholds resulted in nothing but the "detection'' of random fluctuations, so each pointing was inspected by eye. Undetected spots were marked and their positions used as starting point for another run of the maximum likelihood analysis. Sources above the threshold were added to the lists, about five per pointing, some of which have tex2html_wrap_inline1713 noticeably above the threshold. A repetition of the source detection with the next EXSAS version (i.e. 94JAN) on several test pointings brought forth all previously missing sources. This indicates that indeed software problems caused their non-detection.

The source lists from the various pointings were merged into a single catalogue. When the positions obtained from different pointings were compared, the tex2html_wrap_inline1721 matching criterion was found to be insufficient because errors of the pointing direction itself could contribute. Therefore, two sources detected in different pointings are considered identical if their distance was less than 30''. If the distance was between 30'' and 45'', and at least one source had an off-axis angle tex2html_wrap_inline1737, they were considered to be the same as well because of the growing PSF. If at least one source was found at tex2html_wrap_inline1739, the distance had to be larger than 55'' before two detections were considered as two real sources. Again the entry with the highest tex2html_wrap_inline1713 determined the position. Sources found at tex2html_wrap_inline1745 were excluded from the catalogue. The PSF is too large, and vignetting too effective, to allow the detection of any but the brightest sources, and these will presumably be blended.

Sources partially shadowed by the window support structure might show even larger (tex2html_wrap_inline1747) displacements and yet be multiple detections. Since these cases are very hard to parametrize, the source list was displayed on each pointing and the dubious detections were checked by eye. The resulting catalogue, later referred to as "individual catalogue'', contains 489 sources.

2.2. Merged data analysis

 

2.2.1. Merging

  Before the process of merging is started, it has to be checked whether the outer part of the FOV really contributes to enhanced sensitivity. A source detected on axis in one pointing will appear much less significant at larger tex2html_wrap_inline1749 in other pointings. In extreme cases, merging these parts might lead to non-detection.

The average on-axis background count rate is tex2html_wrap_inline1751. With that, the count rate of a source with given S/N can be computed. A circular extraction area with radius 1', as is appropriate for on-axis sources, and an exposure time tex2html_wrap_inline1757 lead to an tex2html_wrap_inline1759 on-axis count rate of
eqnarray297
When this source is shifted to larger tex2html_wrap_inline1749, the effective exposure time is reduced due to vignetting. At tex2html_wrap_inline1763, a reduction of a factor 0.76 is reached. Simultaneously, the PSF grows, and the extraction area has to be larger, thus containing more background. An extraction circle with tex2html_wrap_inline1767 diameter is appropriate at tex2html_wrap_inline1763. With source and background count rates as before, and tex2html_wrap_inline1771, one finds tex2html_wrap_inline1773, clearly not detectable.

If the on-axis and off-axis detections are added together, the resulting S/N is
eqnarray321
If an on-axis value of tex2html_wrap_inline1777 is required, the value is tex2html_wrap_inline1779, which corresponds to the required limit of tex2html_wrap_inline1781, and the source is therefore barely detectable. The addition of even larger off-axis angles will lead to non-detection. In the real merged data, more than two pointings with different exposure times will usually overlap, and various tex2html_wrap_inline1749 contribute to a certain position, so that a source is less affected than in the above estimation. However, regions with tex2html_wrap_inline1745 will definitely not contribute to an enhanced sensitivity and are therefore removed in order to obtain a reasonable point source sensitivity. Even so, sources found close to the threshold in single pointings may be lost, depending on the actual pointings and off-axis angles which contribute to that particular position.

EXSAS provides a merging procedure for the relevant files (i.e. photon events table, eventrates table, attitude table, see Zimmermann et al. (1994) for description) which includes re-calculations of all sky coordinates with respect to a new common "detector centre''. This procedure was applied after the outer 20' of each FOV were removed.

2.2.2. Source detection

Source detection on the merged data was done with the 94JAN version of EXSAS (Zimmermann et al. 1994). Standard procedures were used when possible, but some adjustments were necessary.

The soft and broad bands were the same as before, whereas the hard band had changed to 0.5- 2.0 keV to keep more safely away from the carbon K edge and from the not so well calibrated effective area region above 2 keV. Since the effective area in the now omitted regions is very small, the loss in photon number was unimportant.

The enhanced statistics allowed a further sub-division of the hard band into the 0.5 - 0.9 keV (h1) and 0.9 - 2.0 keV (h2) bands. Since the diffuse X-ray background is most important below 0.5 keV, this enhanced the possibility of finding faint X-ray sources with hard spectra which are invisible in the soft or broad band.

  figure338
Figure 3: Merged broad band exposure map of the whole field. The contours mark exposure times of 1 (outermost dotted contour), 5, 8, 13, 20 and 25 (innermost solid contour) ksec, from outside to inside. The axes are in arcseconds, with tex2html_wrap_inline1799 (J2000.0) as zero

The whole image had to be searched now instead of a circular FOV, and the PSF size depended no longer on the distance to the detector centre. Determination of source or background photons had to be weighted by exposure time since strong gradients occured. For that purpose, merged exposure maps were created for the five energy bands. Figure 3 (click here) shows the broad band exposure map of the total field. tex2html_wrap_inline1801 was reached for tex2html_wrap_inline1803 of the area, and tex2html_wrap_inline1805 for the central 2.3deg2.

Apart from these adjustments, the source detection was performed as described in the previous section. The automatic count rate calculation was unable to handle the complex spatial structure of the merged data. Instead, the exposure time tex2html_wrap_inline1681 for each source was read directly from the relevant exposure map. This, together with the number of counts tex2html_wrap_inline1811 from the maximum likelihood analysis gave the count rate tex2html_wrap_inline1813. Since the exposure maps were already vignetting corrected, no further correction was necessary.

Each source list had to be checked for spurious detections at the pointing borders. When the lists from the five bands were merged, a minimum distance of tex2html_wrap_inline1815 was required. 410 X-ray sources are present in the resulting catalogue, the "merged list''. 56 have been detected in the h2 band, and 4, 132, 16, and 202, in the h1, hard, soft, and broad band, respectively. Detection in one band does not necessarily mean that a source is invisible in the others, on the contrary, most sources show tex2html_wrap_inline1821 in at least two bands.

2.3. The X-ray catalogue

  The final X-ray catalogue was created by combining the individual catalogue and the merged list. 326 matches between them were found with position differences tex2html_wrap_inline1825 in the range tex2html_wrap_inline1827. Due to the complicated PSF structure in the merged data, a minimum distance of 40'' was required for two sources, regardless of tex2html_wrap_inline1749 of the single pointing detection. 320 pairs had tex2html_wrap_inline1825 below that limit. The remaining six had tex2html_wrap_inline1835; they were inspected individually to determine whether they are double detections or indeed different sources.

One pair turned out to consist of two real sources. The merged data entry is a h2 band detection, in the single pointing visible only as a faint extension of the other. Four pairs were multiple detections of the same sources. The large tex2html_wrap_inline1839 were caused by shadowing by the window support structure.

In the last case, the merged list detection is located between two sources found in the same individual pointing, separated by tex2html_wrap_inline1841. Both sources were of similar magnitude in the detection pointing. In the neighbouring ones, however, the northern source had disappeared, and its average count rate in the merged data was low enough to allow a displacement of nearly 2' by the influence of the southern source. Therefore, the merged data detection was rejected. Figure 4 (click here) shows the distribution of tex2html_wrap_inline1825 for the accepted double detections.

  figure362
Figure 4: Distribution of position differences tex2html_wrap_inline1825 of X-ray sources detected both in individual pointings and the merged data

After the deletion of all double entries, the catalogue contains 574 X-ray sources with broad band count rates between tex2html_wrap_inline1849 and tex2html_wrap_inline1851. Some of the hard band detections were not detected in the broad band. For these, the hard count rate is kept. 324 sources are found in both detection modes, 165 in individual pointings only and 85 in the merged data only. 63 of the latter are found in either of the hard bands with count rates too low to be detected in single pointings.

Of the 165 sources which are detected only in individual pointings, 133 are faint (tex2html_wrap_inline1853) objects detected in the central parts of the pointings (i.e. tex2html_wrap_inline1855). These are lost when the less sensitive outer parts of the neighbouring pointings are added. The others are located near the borders between pointings or at the edge of the entire field. Variability increases the chance of a source being missed. As was shown by the above example, the average count rate of even rather bright sources might be too low for detection. These results show the necessity of searching both the individual pointings and the merged data. Each mode finds a noticeable amount of sources not detectable in the other.

The final X-ray source catalogue is available as an ascii-file via anonymous ftp at ftp.hs.uni-hamburg.de in the subdirectory pub/outgoing/kmout/data. It is also available at the CDS via anonymous ftp to
cdsarc.u-strasbg.fr (130.79.128.5) or via http://
cdsweb.u-strasbg.fr/Abstract.html. The structure of the table is explained in Appendix.

2.4. Limiting count rates

  A single limiting count rate can be given neither for the individual catalogue nor the merged list. For individual pointings, the differences in exposure time are too large. Even a single limit per pointing is insufficient because of the decreasing sensitivity at larger off-axis angles. Limiting count rates at tex2html_wrap_inline1859 and tex2html_wrap_inline1763, derived with the formulae in Sect. 2.2.1 (click here) are included in Table 4.

In the merged data, the net exposure time varies between tex2html_wrap_inline1863 at the edges and tex2html_wrap_inline1865 ksec in the central parts. The limit in the outermost region is determined by the shortest individual pointing which does not entirely overlap with others (WG 700149 in Table 4). Successive subfields with increasing minimal net exposure time are then selected, the average number of background counts tex2html_wrap_inline1867 inside the PSF is measured, and the number of source counts tex2html_wrap_inline1869 necessary to give tex2html_wrap_inline1781 is computed. With an average column density tex2html_wrap_inline1873, and the assumption of a power law spectrum with energy index tex2html_wrap_inline1875tex2html_wrap_inline1877, the limiting count rates correspond to fluxes between tex2html_wrap_inline1879 and tex2html_wrap_inline1881 in the total ROSAT band. The limits become noticeably fainter for the hard band because the background is much lower above 0.4keV. The hard count rate and flux limits are included in Table 1 (click here). It has to be kept in mind, however, that the flux limits in the table are approximations obtained with the assumption of one average spectrum.

 

 

tex2html_wrap_inline1889 area tex2html_wrap_inline1891 tex2html_wrap_inline1893 tex2html_wrap_inline1895 tex2html_wrap_inline1897
[sec] [tex2html_wrap_inline1899]
tex2html_wrap_inline1901 11.5 21.0 22.3 13.0 8.0
2000 10.8 16.4 17.4 10.6 6.5
5000 8.3 8.5 9.0 4.2 1.9
10000 6.0 5.4 5.7 2.6 1.2
15000 4.1 4.2 4.5 2.0 0.9
20000 2.4 3.5 3.7 1.7 0.8
25000 0.3 3.2 3.4 1.5 0.7
a: values derived from pointing tex2html_wrap_inline19051 in Table 4.
Table 1: Limiting count rates for the merged list. tex2html_wrap_inline1883 mean limiting fluxes in the broad and hard band, respectively, in units of tex2html_wrap_inline1885. Count rates are given in tex2html_wrap_inline1887


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