Several published adsorption and desorption (sorption) data sets have
been recalculated and replotted in the course of developing and testin
g data-linearization techniques. Data sets that yielded results that a
ppeared anomalous and two other data sets, one with adsorption time se
ries for several metals and another with extensive particle size data,
are examined in detail to better understand the factors that result i
n sorption data artifacts. Drying (and certain other pretreatments), u
ncontrolled (and frequently unmeasured) pH, unknown valence changes of
redox-sensitive metals, unmonitored bacterial growth, and experimenta
lly imposed differences in time-to-equilibrium were found to contribut
e to the large uncertainties in much of the published sorption data.