The DESCART weak lensing project
is a theoretical and observational program for cosmological
weak lensing investigations. The cosmic shear survey carried out
by the DESCART team uses the CFH12K data jointly with the VIRMOS
survey
to produce a
large homogeneous
photometric sample which will eventually contain a catalog of galaxies with
redshifts as well as the projected mass density over the whole
field (Le Fèvre et al. 2001).
In contrast to Van Waerbeke et al. (2000), the
new sample presented in this work only uses I-band data taken with
the CFH12K camera and is therefore more homogeneous.
It is worth noting that only half of the data of the previous CFHT12K sample
is reused in our new sample. A comparison of the results will also allow
checking the consistency and the robustness of the cosmic shear analysis.
The CFH12K data was obtained during dark nights
in May 1999, November 1999 and April 2000 following
the standard observation procedure
described in Van Waerbeke et al. (2000).
The fields are spread over 4 independent deg2
areas of the sky identified as F02, F10, F14 and F22. Each
field is a compact mosaic of 16 CFH12K pointings named P[n] with
n=1-16.
Once the survey is completed, each of them will cover 4 deg2. Currently,
of the final 16 deg2, only 8.38 deg2 is available for
the analysis - most of
the pointings are located in three different fields (F02, F10, F14 listed
in Table 1). This total
field of view gets significantly reduced by the masking and
selection procedures described below. A summary of
the data set characteristics are listed in Table 1.
Target | Used area | Exp. time | Period | Image quality |
F02P1 | 980
![]() |
9390 s | Nov. 1999 | 0.75'' |
F02P2 | 1078
![]() |
7200 s | Nov. 1999 | 0.90'' |
F02P3 | 980
![]() |
7200 s | Nov. 1999 | 0.90'' |
F02P4 | 1078
![]() |
7200 s | Nov. 1999 | 0.80'' |
F10P1 | 882
![]() |
3600 s | May 1999 | 0.65'' |
F10P2 | 882
![]() |
3600 s | May 1999 | 0.75'' |
F10P3 | 490
![]() |
3600 s | May 1999 | 0.75'' |
F10P4 | 882
![]() |
3600 s | May 1999 | 0.65'' |
F10P5 | 882
![]() |
3600 s | May 1999 | 0.75'' |
F10P7 | 1176
![]() |
3600 s | Apr. 2000 | 0.75'' |
F10P8 | 1176
![]() |
3600 s | Apr. 2000 | 0.70'' |
F10P9 | 98
![]() |
3600 s | Apr. 2000 | 0.65'' |
F10P10 | 784
![]() |
3600 s | Nov. 1999 | 0.80'' |
F10P11 | 294
![]() |
3600 s | Nov. 1999/Apr. 2000 | 0.90'' |
F10P12 | 1176
![]() |
3600 s | Apr. 2000 | 0.80'' |
F10P15 | 686
![]() |
3600 s | Apr. 2000 | 0.85'' |
F14P1 | 882
![]() |
3600 s | May 1999 | 0.80'' |
F14P2 | 882
![]() |
3600 s | May 1999 | 0.85'' |
F14P3 | 686
![]() |
3600 s | May 1999 | 0.75'' |
F14P4 | 1078
![]() |
3600 s | May 1999 | 0.75'' |
F14P5 | 980
![]() |
3600 s | May 1999 | 0.70'' |
F14P6 | 686
![]() |
3600 s | May 1999 | 0.80'' |
F14P7 | 686
![]() |
3600 s | May 1999 | 0.70'' |
F14P8 | 882
![]() |
3600 s | May 1999 | 0.85'' |
F14P9 | 1078
![]() |
3600 s | Apr. 2000 | 0.75'' |
F14P10 | 784
![]() |
3600 s | May 1999 | 0.85'' |
F14P11 | 882
![]() |
3600 s | Apr. 2000 | 0.80'' |
F14P12 | 784
![]() |
3600 s | Apr. 2000 | 0.80'' |
F14P13 | 882
![]() |
3600 s | Apr. 2000 | 0.85'' |
F14P14 | 882
![]() |
3600 s | May 1999 | 1.0'' |
F14P15 | 882
![]() |
3600 s | Apr. 2000 | 0.90'' |
F14P16 | 1176
![]() |
2880 s | Apr. 2000 | 0.65'' |
F22P3 | 686
![]() |
3600 s | May 1999 | 0.75'' |
F22P4 | 980
![]() |
3600 s | Nov. 1999 | 0.75'' |
F22P6 | 588
![]() |
3600 s | Apr. 2000 | 0.80'' |
F22P11 | 294
![]() |
2880 s | Apr. 2000 | 0.75'' |
The data reduction was done at the TERAPIX data
center. More than
1.5 Tbytes of data were processed in order to
produce the final stacked images. The reduction procedure is the same as
in Van Waerbeke et al. (2000), so we refer the reader to this paper for the details.
However, in order to improve the image quality prior to correction for the PSF
anisotropy and to get a better signal-to-noise ratio on a larger angular scale
than in our previous work, all CFH12K images were co-added after
astrometric corrections.
The astrometric calibration and the co-addition were done using the MSCRED
package in IRAF. Some tasks have been modified in order to allow a fully
automatic usage of the package. For each pointing, we first started with the
images in the I band. An astrometric solution was first found for one set of
exposures in the dither sequence using the USNO-A 2.0 as reference, which
provides the position of
sources with an RMS accuracy of 0.3 arcsec (that is 300-500 objects per
field). The astrometric solution
was then transferred to the other
exposures in the sequence. All object catalogs were obtained using
SExtractor (Bertin & Arnouts 1996)
and a linear correction to the world coordinate system was computed
with respect to the initial set. Finally, all images were resampled using
a bi-cubic interpolation and then stacked together.
At this stage, each stacked image was inspected by eye and all areas which may potentially influence the later lensing analysis signal were masked (see Van Waerbeke et al. 2000 and Maoli et al. 2001). Since we adopted conservative masks, this process had a dramatic impact on the field of view: we lost 20% of the total area and ended up with a usable area of 6.5 deg2.
The photometric calibrations were done using standard stars from the
Landolt catalog (Landolt 1992) covering a broad sample of
magnitude and colors. A full description of the photometric procedure
is beyond the scope of this work and will be discussed elsewhere
(Le Fèvre et al., in preparation). In summary, we used the SA110 and SA101
star fields to measure the zero-points and color equations of each run.
From these calibrations, we produced the magnitude histograms of each
field in order to find out the cut off and a rough limiting magnitude.
Although few fields have exposure time significantly larger than
1 hour, the depth of the sample is reasonably stable from field
to field and
reaches
(this corresponds to a 5
detection within
a 3 arcsec aperture).
Up to this magnitude, 1.2 million galaxies were
detected over the total area of 8.4 deg2, and the final number density
of galaxies over the usuable area of 6.5 deg2 is
.
This is about two times less than the number of detected galaxies because of the filtering
processes described in the next section.
Copyright ESO 2001