1. Staging of the Ecological Niche Modeling Mammal Prototype Project Deana Pennington University of New Mexico December 14, 2004

2. GARP Climate Change Pipeline Training sample (d) GARP rule set (e) Test sample (d) Integrated layers (native range) (c) Species presence & absence points (native range) (a) EcoGrid Query EcoGrid Query Layer Integration Layer Integration Sample Data + A3 + A2 + A1 Data Calculation Map Generation Validation User Map Generation Environmental layers (changed range) (b) Integrated layers (changed range) (c) Model quality parameter (g) Native range prediction map (f) Environmental layers (native range) (b) Generate Metadata Archive To Ecogrid Selected prediction maps (h) Registered Ecogrid Database Registered Ecogrid Database Registered Ecogrid Database Registered Ecogrid Database Climate change prediction map (f)

3. Conceptual Workflow

4. GARP 3-actor Expect to switch to OpenModeler

5. GARP 3-actor w/data

6. GARP 3-actor w/ASC data

7. Conceptual Workflow: 1 species Species occurrence data IPCC present climate IPCC climate change Hydro1k terrain

8. Conceptual Workflow

9. Combining results within species  Best subset Concept workflows done Programming not yet started

10. Comparing results between climates  Dispersal models: No dispersal Full dispersal Continguous dispersal Concept workflows done Programming not yet started

11. Combining results between species  Macroanalysis Not yet started!

12. Timeline  Jan 2005: Generate prediction maps from a single model run  Xxx 2005: Compare model runs and pick best subset for a single species  Xxx 2005: Compare results of different climate scenarios  Xxx 2005: Run for multiple species

13. Get ready, get set…  Data preparation/grid (Tuesday)  Kepler training/minor workflow modifications (Wed)  Major new functionality (Thurs)