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WFAU Tapes === Store 6 x dual PCs 3GHz Xeons 6 x 1 Tbyte local disks 2 Tbyte ingest buffer 10 Tbytes of raw 20 Tbytes of processed WFCAM archive storage 10 Mbytes/s G-bit network Data Processing at CASU ESO
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Processing summary 25 Tbytes raw data + 50 Tbytes processed = 2 million 2kx2k images
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Processing steps prepare - ingest, check, MEF, check, index, select, preview, process linearise - dome sequences, non-linearity < 1% dedark - combine darks, illumination-dependent reset anomaly flatfield - weekly/monthly twilight flats, stable, internal gain corr curtain - +/-5 ADUs, ~ 4-quadrant symmetry, bilinear removal skysub - group master skys by time and MSB if possible combine - interleaves, compute shifts and stack dithers catalog - detect and parameterise objects classify - morphological classification astrom - astrometric calibration per detector photom - photometric calibration per pointing check - examine QC, reject bad products, random inspection
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Quality Control parameters sky, images, astrometric, photometric
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Astrometric Calibration from 2MASS STDCRMS NUMBRMS per detector Tabulated systematics from stacked residuals
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Photometric calibration based on 2MASS and derived colour equations 2MASS s:n> 10 in J,H,Ks and 0 < J-Ks < 1 typically between 100-1000 “standards” per pointing required to be stellar on WFCAM and unsaturated MAGZPT, MAGZRR, NUMZPT per pointing NIGHTZPT, NIGHTZRR per night external comparison with UKIRT FS
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20050902 Nightly photometric zeropoints
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ZYJHKZYJHK Galactic Latitude Galactic Extinction
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2MASS - WFCAM non-linearity and Dome flat sequences
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Panoramic survey of M33
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