The image below shows mobilty data with respect to the carrier concentration from a variety of sources. All of the films are polycristalline, most of them have been fabricated by sputtering or reactive evaporation. Note that the mobility in these films does not always follow the theoretical concepts and sometimes the authors explicitely claim transport processes that are different from the interpretations given here. Nevertheless, this collection of data may be useful to illustrate some processes that limit the mobiltiy and the range of their occurence.
Mobility vs. carrier density. Data (not exhaustive) from: full black squares: Uthanna, Optics Materials 19(4), p461 (2002), full black downward triangles: Subramanyam, Phys. Stat. Sol. 173(2), p425 (1999), open black circles: Subramanyam, Cryst. Res. Technol. 35(10), p1193 (2000), full blue squares and circles: Minami, Mat. Res. Bull. 25(8), (2000), open green squares: Nakada, Jap. J. Appl. Phys. 34(7A), p3623, (1995), open red circles: Nakada, Jap. J. Appl. Phys. 30(12A), p3344, (1991), open green circles: Haug, J. Vac. Sci. Technol. 19(1), p174, (2001) open stars: Agashe, J. Appl. Phys. 95(4), p. 1911, (2005) green diamonds: Steinhauser, PhD Thesis, Uni Neuchatel, (2009)
In particular we can distinguish several regions with respect to the carrier density:
The data shown in the diagram have been measured on films that have been sputtered from ceramic targets with fixed aluminium concentrations. Neglecting the effects of preferential sputtering and Zinc loss which can occur during sputtering onto heated substrates, I think that is is meaninful to assume that the target concentration of aluminium is carried into the growing film; 1wt% should roughly yield 6.6x1020 Al atoms per cm3. However, the measured carrier densities are significantly below these values. Assuming that the difference between the dopant concentration and the measured carrier density is present as inactive, neutral impurities, Erginsoy's simple formula for neutral impurity scattering would predict mobility limits as indicated by the continuous lines. Those limits are not really observed, but the four different dopant concentrations roughly fall into different areas of the graph.
Another piece of evidence comes from measurements of the thermo-power, or Seebeck coefficient. I do not present the theory here, but scattering at different types of impurity should result in clearly resolvable Seebeck characteristics [1]. I measured the thermopower for the samples denoted by the open green circles.
From the diagram shown above it appears that the neutral impurity scattering
is dominant. Only towards higher carrier densities (mostly the black squares)
there is a transition into the range of ionized impurity scattering. Note,
that even in the sample with the highest carrier concentration only half the
dopants are active.