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Manuscripts:ELM v1.0 implementation
Fitz, H.C., and F.H. Sklar. 1999. Ecosystem Analysis of Phosphorus
Impacts and Alterd Hydrology in the Everglades: A Landscape Modeling Approach. p. 585-620 In
Reddy, K.R., O'Connor, G.A., and C.L. Schelske, editors.
Phosphorus Biogeochemistry in Subtropical Ecosystems.
Lewis Publishers, Boca Raton, FL.
Abstract
The Everglades have undergone significant change in response to altered hydrology
and water quality, which is why natural resource managers are now evaluating
alternative water and nutrient management strategies for the region. Simulation
models are an integral part of the process of understanding complex ecological
systems, providing a means to evaluate potential ecosystem response to changes in
management. To evaluate various management alternatives on the Everglades
ecosystems, we developed a spatially explicit ecosystem model for Water
Conservation Area 2A (the Conservation Area Landscape Model, or CALM). The CALM
simulates interactions among hydrology, chemistry, and biology of the marsh
systems across the landscape, synthesizing ecosystem behavior in response to
changing environmental inputs. Calibration results for 1980-1996 indicated good
hydrologic and ecological agreement with observed data. Observed and simulated
water stage were well correlated (R^2 = 0.70). North-south gradients of
simulated dissolved inorganic phosphorus in the surface waters (50 - 4 mg P L-1)
and in the pore waters (950 - 10 mg P L-1) were spatially and temporally
realistic. Likewise, simulated and observed data along the gradient had similar
values of peat accretion (5.5 - 3.1 mm yr-1, respectively), macrophyte biomass
(1100 - 300 g C m-2, respectively), calcareous periphyton biomass (0 - 52 g C
m-2, respectively), and community shifts in periphyton and macrophytes. The
model captures the feedbacks among plants, hydrology, and biogeochemistry through
process-based algorithms, including the influence of spatial patterns on these
processes. For example, in a 17-yr (1980-96) simulation sensitivity analysis of
increased evaporative losses, there were more pronounced regions of increased
soil P remineralization associated with reduced hydroperiods, which in turn
increased macrophyte growth. If future management of the area lowers water
levels below those that occurred in the 1980s, the simulation under drier
conditions indicates that changes in the systemÕs biogeochemistry are likely to
occur beyond those directly linked to reduced allochthonous nutrient loads. In
another simulation scenario in which external phosphorus loads were reduced, the
CALM indicated that some landscape measures - such as sorbed phosphorus and
macrophyte biomass - would not be immediately affected (improved) in all
currently-impacted areas. That scenario indicated that internal cycling of
phosphorus would likely continue to maintain a eutrophic state in some impacted
areas for years, with soil porewater P increasing for a decade, albeit at reduced
rates compared to a simulation with actual, observed loads. In that reduced-load
scenario run, appearance of calcareous periphyton within the currently-impacted
zone reflected the reduction in surface water nutrients compared to the nominal
run. However, macrophyte biomass (and thus shading) was not greatly reduced in
much of that zone, thus preventing calcareous periphyton from attaining high
densities that are found in pristine areas. We are currently working on
refinements and further model verification in anticipation of applying the model
framework towards evaluating Everglades restoration alternatives in the entire
Everglades/Big Cypress region.
The manuscript
describing the version 1.0 implementation
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