Profiles in "Spatial Analytics" Expertise Area
- Barton is a complex systems scientist who combines anthropology, archaeology, earth science, and information technologies to study long-term dynamics and interactions of people and landscapes in the Anthropocene.
- Rice studies archaeology: complex social organizations, community systems, the Hohokam and Mogollon regions.
- Gall is a hazards geographer and studies how natural hazards and society interact. She utilizes geospatial analytics and disaster metrics (vulnerability indices, losses, etc.) to capture these interactions.
- Yan's research develops machine learning methods for high-dimensional, spatio-temporal, and sequential data, including reinforcement learning, generative models, anomaly detection, and causal and tensor-based learning.
- Tong's research primarily focuses on the use of spatial analytics including spatial optimization, geographic information systems, and spatial statistics to support sustainable urban and regional planning.
- Dr. Lu's research interests are climate change and adaptation, agricultural community engagement, disaster and risk management, and parks & protected areas. He integrates advanced quantitative methodologies in his research.
- His primary research interests include reinforcement learning, data mining, and urban computing, with a focus on trustworthy machine learning, multi-agent reinforcement learning, and spatio-temporal data mining.