Grid-Based Map Analysis
Surface modeling maps the spatial distribution and pattern of point data…
ü  Map Generalizationcharacterizes spatial trends (e.g., titled plane)
ü  Spatial Interpolationderiving spatial distribution (e.g., IDW, Krig)
ü  Otherroving window (e.g., density surface; tessellation)
Spatial statistics investigates the “numerical” relationships in mapped data…
ü  Descriptiveaggregate statistics (e.g., average/stdev, similarity, clustering)
ü  Predictiverelationships among maps (e.g., regression)
ü  Prescriptiveappropriate actions (e.g., optimization)