Our agent-based model for settlement and culture
Multiple directly comparable distinct sources of proxy data
for climate history and vegetation responses are seldom available, or even
collected at comparable scales. Moreover, they do not necessarily respond
to the same elements of climate change. Our team faces such a situation in
modeling the relationships between 700 years of environment and culture changes
on the Colorado Plateau. We already employ a very useful archive of tree-ring
data and will collect more to tune the information directly applicable to
constructing a more precise paleoproductivity model.
Still, with all their advantages, tree-ring indices do not reveal individual
plant association responses to immediate or long-term environmental trends.
Tree-ring responses to climate changes may only suggest how plant communities,
individual species or individuals may have responded, whereas the actual local
demise of species, reshuffling of plant communities, or shifts in elevation
of upper or lower tree lines must come from the plant remains themselves.
With appropriate methods, pollen and macrofossils from lake
cores may mesh well with and add paleoenvironmental
interpretations to tree-ring reconstructions of climate. The ability to do
so, however, depends on the accuracy of a chronology
developed for reconstructing pollen deposition rates. The innovative aspect
to this proposed expansion of our research is that we intend to sample the
cores continuously in uniform time slices rather than by arbitrary depth slices.
Specifically, we know enough about the bog to be cored to know that we will
be able to analyze slices of the cores that incorporate 10 years of deposition
(or some other similarly short period, the exact length of which will be determined
after the deposition rates are calculated from the AMS 14C ages). See Figure 1 for an example of this technique applied
in Oregon. Pollen influx rates (pollen/cm2/yr) in these samples and identification of macrofossils will
reveal the regional and local pollen rain. Ratios of pollen from this site
(for example, the spruce/pine ratio; see Figure 2) have been shown to be sensitive
to changes in precipitation, including long-term changes in precipitation.
If low-frequency changes in precipitation emerge from this analysis, as we
suspect they will based on previous work (e.g., Petersen
1988), we will use these ratios, computed every 10 years, to renorm
the tree-ring chronologies to which they can be linked.
We already know that the top 1.5 m of
sediment at this site (Beef Pasture), accumulated during the last 2000 years.
By recollecting these sediments, and by obtaining ample AMS 14C dates, and by employing current close-interval palynological techniques (Mehringer
and Wigand 1990; Figure 1), we will realize a more direct comparison of
fossil pollen (buttressed by plant macrofossils) with regional tree-ring indices
filtered to correspond to the time-lengths of the pollen samples. Two fossil
pollen study sites (

Figure 1. Distribution of 67 pollen samples
spanning the last 500 radiocarbon years,
Diamond Pond,
Pollen
samples can be calibrated to tree-ring
From Mehringer
and Wigand 1990: Figure 13.13.
Because of differing Engelmann spruce growth response to climate
variation at its lower and upper elevational limits,
the proximity of these two radiocarbon-dated pollen records not only allowed
their correlation, but also suggested paleoclimatic
interpretations doubtfully derived from either alone.
In developing a Paleoenvironmental sequence for
Beef Pasture is an open grass-and-sedge meadow surrounded by mixed aspen, Douglasfir, and spruce and fir forest (Figure 2).

Figure 2. Coring at Beef Pasture, La Plata mountains, summer 2003.
From l to r: Sander Kohler (Pullman High School), Tim Kohler,
Dave Johnson (Washington State University), Ken Petersen (University of Utah).
Numerous overlapping cores, and 12 radiocarbon dates established
the chronology. However, only one of these dates falls within the
Figure 3. Spruce/pine ratio at Beef Pasture,
(Petersen 1988). Values below 60 indicate climatic
conditions drier than those of the last
110
years in the
samples; we will rebuild it based on >100 samples, calibrated
to 10 tree-ring-corrected
radiocarbon ages.