Summer 2002 Program in Modeling Complex Ecosystems.
Instructors: Jay Walton, Paulo Lima-Filho and with the help of Pat Wilber and Dave Swanson.
This VIGRE seminar was offered in conjunction with our NSF-funded Summer REU program .
General Description. In this interdisciplinary seminar we will discuss some mathematical aspects of ecosystems modeling. Its main emphasis will lie on the impact of changes in the landscape topology on populations, including its distribution and dynamics.
Outline of Topics.
- Topology of metric spaces:
The notion of metric space will be the starting point of the seminar. The abstract concept of distance can incorporate many features of a landscape and express how distinct species may perceive the topology of a landscape differently, despite living in the same geographic area.
- Metric spaces and their subspaces;
- Open sets, closed sets and their boundaries;
- Continuity, connectedness and compactness;
- Main examples: planar domains, and surfaces in three dimensional Euclidean spaces (as theoretical models for topographical descriptions of landscapes); planar grids and discrete sets (as models for digitalized landscapes).
- Basics of differential geometry of surfaces
This segment provides a presentation of particular examples of metric spaces, via a careful examination of surfaces in Euclidean space vs. planar domains. We show how to codify distances in the former via the notion of Riemannian metric on the latter. A particular manifestation of the concept arises when one analyzes topographical maps, where altitude is an additional data attached to a planar domain.
- Surfaces in Euclidean space; graphs;
- First fundamental form; lengths of curves;
- The underlying metric space; discrete analogues;
- Basic differential equations on surfaces.
- Topology of landscapes
Here we formalize the concepts of patches and habitats, as particular subspaces of a region (a metric space in this case). We generalize the usual notions of patches to incorporate scale sensitivity to our analysis. The scale sensitivity of the model will be demonstrated with the GIS program IDRISI.
- Compact subsets of a metric space;
- Various notions of distance between subsets;
- Connected components and patches; generalized patches and corridors;
- Variations in scale and computers demonstrations.
- Impact on dynamics of populations
Aspects of population dynamics will be presented, including proposed differential equations to model its behavior. This will be placed under the differential-geometric context described above.
- Issues and problems in population dynamics;
- Modeling the dynamics of populations;
- Basic differential equations governing the dynamics.