nominal, ordinal, interval, ratio
Extra issues: cyclical; extensive versus derived
Additions to the list: counts, absolute
Time
Space (coordinate systems, geoid, datum, etc.)
Attribute
fixed, controlled, measured
Controlled by classification (attribute)
Isolated object methods: spatial object, isopleth
Connected coverages: network framework, categorical coverage
Controlled by space
Methods of grid encoding
Point methods
Area methods
Control by relationships: pairs, TINs
Raster
Vector
Spaghetti (isolated objects)
Topological data structure
Attribute tables
Rules: dominance, contributory, interaction
Overlay logic and applications: change detection, testing, suitability
Geometric rules: buffers, setbacks, larger neighborhoods
Attribute rules: dominance, contributory, interaction
Iterative operators: viewshed, accumulated cost surfaces, drainage
More comprehenisve operations: location/allocation, network, statistics?
Properties
Topology
Representation: contours; DEM; TIN
Geometric component: neighborhhoods - within measurement framework,
beyond
Attribute combination rules: dominance, contributory, interaction
role of topological structure in quality control
Error
Components of data quality
Lineage
Positional Accuracy, Attribute Accuracy,
Logical Consistency, Completeness
Metadata
ArcMap
Spatial Analyst
Layers, Tables, Views, Operations