Jf. Weishampel et al., Soil saturation effects on forest dynamics: scaling across a southern boreal/northern hardwood landscape, LANDSC ECOL, 14(2), 1999, pp. 121-135
Patch modeling can be used to scale-up processes to portray landscape-level
dynamics. Via direct extrapolation, a heterogeneous landscape is divided i
nto its constituent patches; dynamics are simulated on each representative
patch and are weighted and aggregated to formulate the higher level respons
e. Further extrapolation may be attained by coarsening the resolution of or
lumping environmental data (e.g., climatic, edaphic, hydrologic, topograph
ic) used to delimit a patch.
Forest patterns at the southern boreal/northern hardwood transition zone ar
e often defined by soil heterogeneity, determined primarily by the extent a
nd duration of soil saturation. To determine how landscape-level dynamics p
redicted from direct extrapolation compare when coarsening soil parameters,
we simulated forest dynamics for soil series representing a range of drain
age classes from east-central Maine. Responses were aggregated according to
the distribution of soil associations comprising a 600 ha area based on lo
cal- (1.12,000), county- (1:120,000) and state- (1:250,000) scale soil maps
. At the patch level, simulated aboveground biomass accumulated more slowly
in poorer draining soils. Different soil series yielded different communit
ies comprised of species with various tolerances for soil saturation. When
aggregated, removal of waterlogging caused a 20-60% increase in biomass acc
umulation during the first 50 years of simulation. However, this early succ
essional increase and the maximum level of biomass accumulation over a 200
year period varied by as much as 40% depending on the geospatial data. This
marked discrepancy suggests caution when extrapolating with forest patch m
odels by coarsening parameters and demonstrates how rules used to rescale e
nvironmental data need to be evaluated for consistency.