University at Buffalo 3 credits Geography
This course covers application Domains of Geographical Information Systems (GIS), Common GIS data types and analysis, conceptual Data Models for spatial databases, logical data models for spatial databases: raster model (map algebra), vector model (OGIS), physical data models for spatial databases: Clustering methods (space filling curves), Storage methods (R-tree, Grid files), query Optimization: strategies for range query, nearest neighbor query, spatial joins (e.g. tree matching), mining spatial databases: spatial auto-correlation, co-location patterns, spatial outliers, classification methods (SAR, MRF), and trends: spatio-temporal data, ontologies and interoperability.
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