Department of Geography and
Environmental Science and Policy Program

112 Geography Building
Michigan State University
East Lansing, MI 48824-1117

Tel: 517-432-4749
Fax: 517-432-1671
E-mail: ligmannz@msu.edu
Web: https://www.msu.edu/~ligmannz/

Research Interests: Modeling human-environmental systems, agent-based simulation, generative and exploratory modeling, spatial decision support systems, spatial optimization, sensitivity analysis of spatial decision making, GIS and spatial analysis, environmental geography and sustainability.