Image creation
The next step is the creation of ``well behaved'' map from the table of spectra. It
starts with resampling (in space) on a regular grid by a convolution kernel
(interpolation techniques such as the GREG command RANDOM_MAP are
inappropriate). Weights are also resampled. Then, we follow by extrapolation to zero
outside the convex hull of the mapped region, using a kernel twice broader than the
single-dish beam, to avoid introducing spurious structure.
Because of noise, the map still contains spurious high spatial frequencies. These
are removed during the uv table creation. The algorithm steps are
- Fourier transform of map and weight images
- Division by Fourier Transform of the single-dish beam
- Gridding correction (division by Fourier Transform of the gridding function)
- Truncation to some maximum uv distance (< dish diameter)
- Inverse Fourier Transform back to image plane
- Multiplication by primary beam of the interferometer
- Fourier Transform to uv plane
- Normalization of the weights so that the sum of weights is the
weight of the total flux (derived from integration time, bandwidth and system
temperature).
- Optional application of an amplitude scaling factor.
- Optional application of a weight scaling factor.
This produces a uv table with optimal weights in terms of signal to noise ratio
for the total flux, and with effective tapering following the single-dish illumination
pattern, except for the truncation at some uv distance.