SUMMARY
Among the gravest threats to
natural ecosystems and the maintenance of ecosystem services are the more
potent non-native species. The massive
invasions of Spartina alterniflora, an Atlantic cordgrass, into Pacific
estuaries, are a window to the general ramifications of alien species in
ecosystems. The proposition is that these invasions cause forceful feedbacks
driven by sediment accretion that elevates the marsh, and greatly increases
primary productivity in a change away from algal dominance in the process. As well, the phenology of productivity, the
nature of nutrient cycling, and decomposition are shifted. The basal food web changes should propagate
through herbivores and carnivores both trophically and through the structural
and chemical changes brought on by these invasions, with concomitant threats to
endangered plants, birds, and mammals, and other species of concern. Finally, Atlantic cordgrasses decrease human
commercial, traditional, non-commercial, and esthetic values of Pacific
estuaries. The final product of this
proposal will be a truly integrated study of the dynamics of an invasive
species, including a core mathematical/conceptual model, physical and
biological feedbacks, and a careful, justified study of impacts on
non-commercial human values.
The hub of this proposal is mathematical modeling of S.
alterniflora spread, feedbacks with the environment, and impacts upon
Pacific estuaries. The core model is termed
“local-state, regional-state,” modeling, as in physiologically
structured models of demography. The
crucial innovation of this nonlinear stochastic approach is the use of discrete
time and continuous states and explicit inclusion of stochasticity based on
integro-difference equations, yielding substantial mathematical and computational
advantages over reaction diffusion models.
The state of the invasion will be the function p(x,z,a,n1,n2;t),
where x is position along the shore transect, z is tidal
height, a is age of Spartina, and n1, n2 are densities of other species or human
valuations in the system; t is time. ENSO fluctuations, which probably
affect these invasions, feedbacks, and non-reciprocal effects are readily
included in this framework. Maximum
likelihood will estimate the parameters in distributions of cordgrass dispersal.
Hypotheses concerning the biological bases of positive feedbacks, Allee
effects, and density dependence will be tested experimentally and results
integrated into the model.
Parameterization will be from a rich set of historical
records as well as from remotely-sensed visible, coarse to fine-scale IR and
LIDAR images, referenced with GPS. Mixture analysis with data from plant
spectral-feature matching of litter, canopy density and architecture, leaf
pigments, water, and dry mass will inform the model of biochemical condition of
cordgrass. Images from transects repeatedly-flown over the tidal cycle combined
with on-ground electronic distance measuring (EDM) will give the fine scale
topography of the clones and channels during the invasions. Experiments will give data on cordgrass
demography, clonal growth and seed set, tide flow profile, sediment erodability
and shear strength. Sediment accretion
will be quantified with Pb‑210 and Cs‑137 and feldspar
tracers. Intensively-studied sites will
be extrapolated to the entire estuary and other estuaries using NASA’s new
ASTER sensor on the Terra satellite, simulating ASTER spectra with high
resolution AVIRIS from the local sites.
A map will be built of Pacific estuaries using daily MODIS satellite
images, delineating seasonal and interannual trends in terms of ENSO events,
coastal surface temperatures, and ocean color.
Regressions of plant measured biomass on remotely sensed data, from
change-detection methods, will provide coarse and mid-scale cordgrass dynamics
over time. Spartina impacts on
benthic microalgae will be measured in control and experimentally-clipped
areas.
Food web and community effects will be studied by
pigments (HPLC) and stable isotope (d13C, 15N and 34S) experiments of
signature of benthic algae and cordgrass passing through infaunal and epifaunal
invertebrates and the diets of other animals.
Nutritional experiments will evaluate the value of S. alterniflora
detritus relative to native detritus. The ultimate faunal effects of the
invasion will be measured in marsh-nesting passerines and rallids in terms of
nesting territory size and density, nesting success, foraging behavior, and
incidence of egg-breaking. These
observations will be combined with the overall model to develop long term
predictions of the impact of Spartina on birds.
Finally, these invasions are ideal for studying non-commercial values lost to the changes caused by Atlantic cordgrasses. Avenues satisfying both to biologists and economists will be pursued using the Travel Cost and the Stated Preference methods. Integrating the valuation with the model will provide one of the first rigorous studies of invasive species on the value of ecosystem services.