The problems begin with the historical production data, which is
limited. The Barnett Shale in Texas is the only shale formation, or
"play," with a significant history. The first vertical well was drilled
in 1982, but it wasn't until the advent of horizontal drilling in 2003
that production really took off. By horizontally drilling and then
"fracking" the rock with a pressurized slurry of water, chemicals, and
"proppants" (particulates that hold open the fractures), operators
kicked off the shale-gas revolution. Drilling exploded in the Barnett
from about 3,000 wells in 2003 to more than 9,000 today. Thus we have a
reasonably good data set for the Barnett. Data from the Fayetteville
Shale in Arkansas are also reasonably substantial, dating back to 2004
and including roughly 4,000 wells. The data on the Haynesville Shale in
Louisiana are minimal, dating to late 2007 and including fewer than
2,000 wells. The historical data for the rest of the major shale-gas
plays—the Marcellus, Eagle Ford, Bakken, and Woodford—along with a
handful of other smaller plays, are too recent and sparse to permit
accurate modeling of their production profiles.