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Optimal Extraction

 

If the astronomical object is peaked up correctly, its spectrum is found at a given row in the spectral image, with some leakage into one or two rows either side of it (see bottom panel of Figure 3.2). The negative beam can be found at a different row in the same image gif. Each beam can be extracted by co-adding the respective rows. A more efficient way of doing it though, is to use the optimal extraction algorithm developed by Horne (1986). This algorithm constructs the spatial profile of the spectrum at each detector column. The extracted spectrum, rather than being simply the average of the signal over a few rows, is an average weighted by the spatial profile. In this way, pixels with less signal from the source, and therefore noisier, will contribute less to the extracted spectrum. The signal-to-noise ratio of the spectrum extracted in this way is larger than that of a spectrum extracted by simply co-adding the rows with signal from the object.



Daniel Folha
Fri Aug 28 11:53:21 BST 1998