We present a description of the data reduction and mapmaking pipeline used for the 2008 observing season of the Atacama Cosmology Telescope (ACT). The data presented here at 148?GHz represent 12% of the 90?TB collected by ACT from 2007 to 2010. In 2008 we observed for 136?days, producing a total of 1423?hr of data (11?TB for the 148?GHz band only), with a daily average of 10.5?hr of observation. From these, 1085?hr were devoted to an 850?deg2 stripe (11.2?hr by 91) centered on a declination of –527, while 175?hr were devoted to a 280?deg2 stripe (4.5?hr by 48) centered at the celestial equator. The remaining 163?hr correspond to calibration runs. We discuss sources of statistical and systematic noise, calibration, telescope pointing, and data selection. For the 148?GHz band, out of 1260 survey hours and 1024 detectors in the array, 816?hr and 593 effective detectors remain after data selection, yielding a 38% survey efficiency. The total sensitivity in 2008, determined from the noise level between 5?Hz and 20?Hz in the time-ordered data stream (TOD), is in cosmic microwave background units. Atmospheric brightness fluctuations constitute the main contaminant in the data and dominate the detector noise covariance at low frequencies in the TOD. The maps were made by solving the least-squares problem using the Preconditioned Conjugate Gradient method, incorporating the details of the detector and noise correlations. Simulations, as well as cross-correlations with Wilkinson Microwave Anisotropy Probe sky maps on large angular scales, reveal that our maps are unbiased at multipoles ? 300. This paper accompanies the public release of the 148?GHz southern stripe maps from 2008. The techniques described here will be applied to future maps and data releases.
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