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Principles of GIS. Fundamental spatial concepts. Shaowen Wang CyberInfrastructure and Geospatial Information Laboratory (CIGI) Department of Geography and National Center for Supercomputing Applications (NCSA) University of Illinois at Urbana-Champaign February 21 - March, 2011.
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Principles of GIS Fundamental spatial concepts Shaowen Wang CyberInfrastructure and Geospatial Information Laboratory (CIGI) Department of Geography and National Center for Supercomputing Applications (NCSA) University of Illinois at Urbana-Champaign February 21 - March, 2011
Things We just Learned • Databases • DBMS • Data modeling • Relational • Object-oriented • Relational databases • SQL • Extended RDBMS • Spatial data handling
Spatial Concepts • Euclidean geometry • Sets of geometric elements • Topology • Neighborhood • Graph • Nodes • Edges • Metric space
Point Object • Cartesian plane • Vector • Norm • Distance • Angle
Line Object • Parameterized representation • Line • Line segment • Half line
Polygonal Objects • Polyline • Simple closed polyline • Polygon • Convex polygon • Star-shaped polygon • Monotone • Chain • Polygon
Triangulation • Diagonal • Non-diagonal • TIN (Triangulated Irregular Network)
Sets • Organization of geometric objects • Creation of new geometric objects
Concepts • Element • Membership
Set Characteristics • Equality • Subset • Power set • Empty set • Cardinality
Set Operations • Intersection • Union • Difference • Complement
Types of Sets • Specific useful sets • Booleans • Integers • Reals • Real plane • Closed interval • Open interval • Semi-open interval
Relations of Sets • Product • Binary relation • Reflexive • Symmetric • Transitive • Equivalence relation
Functions • Domain • Codomain
Function Properties • Injection • Inverse function • Surjection • Bijection
Convexity • Visibility • Observation point • Convex hull
Topological Spaces • Topological properties • Topology • Point-set topology
Neighborhood • Neighborhoods • A collection of subsets of a given set of points S • T1: Every point in S is in some neighbor • T2: The intersection of any two neighborhoods of any point x in S contains a neighborhood of x
Usual Topology • Euclidean plane • Open disk • Validate T 1 and T 2
Travel Time Topology • Travel time relation • Symmetric • Neighborhoods • All time zones
Near Point • X • Subset of points in a topological space • x • An individual point in the topological space • Every neighborhood of x contains some point of X
Properties of A Topological Space • Open set • Closed set • Closure
Properties of A Topological Space • Open set • Every point of a set can be surrounded by a neighborhood that is entirely within the set • Closed set • A set contains all its near points • Closure (X -) • The union of a point set with the set of all its near points
Properties of A Topological Space – continued • Interior (X o) of a point set • Consists of all points that belong to the set and are not near points of the complement of the set • Boundary of a point set (∂X) • Consists of all points that are near to both the set and its complement • Connectedness • Partition into two non-empty disjoint subsets: A and B • Either A contains a point near B • Or B contains a point near A
Future Topics • Combinatorial topology • Network spaces • Graph • Metric spaces • Fractal geometry