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GIS Data Models III

GIS Data Models III. GEOG 370 Instructor: Christine Erlien. Representing Geographic Space: Vector Data Structures. Represent spatial locations explicitly Relationships between entities implicit Space between geographic entities not stored. Vector Data Models . Multiple data models

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GIS Data Models III

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  1. GIS Data Models III GEOG 370 Instructor: Christine Erlien

  2. Representing Geographic Space: Vector Data Structures • Represent spatial locations explicitly • Relationships between entities implicit • Space between geographic entities not stored

  3. Vector Data Models • Multiple data models • Examination of relationships • Between variables in 1 map • Among variables in multiple maps • Data models • Spaghetti models • Topological models • Vector chain codes

  4. Vector Data Model: Spaghetti • Simplest data structure • One-to-one translation of graphical image • Doesn’t record topology  relationships implied rather than encoded • Each entity is a single piece of spaghetti Point Line Area very short longer collection of line segments • Each entity is a single record, coded as variable-length strings of (X,Y) coordinate pairs • Boundaries shared by two polygons  stored twice

  5. Vector Data Model: Spaghetti From Fundamentals of Geographic Information Systems, Demers (2005)

  6. Vector Data Model: Spaghetti • Measurement & analysis difficult • All relationships among objects must be calculated independently • Relatively efficient for cartographic display • CAC • Plotting: fast www.gis.niu.edu/Cart_Lab_03.htm

  7. Vector Data Model: Topological • Topology: Spatial relationships between points, lines & polygons • Topological models record adjacency information into data structure • Line segments have beginning & ending • Link: Line segment • Node: Point that links two or more lines • Identifies that point as the beginning or ending of line • Left & right polygons stored explicitly

  8. Vector Data Model: Topological From An Introduction to Geographic Information Systems, Heywood et al. (2002)

  9. Topological Data Models • Multiple models • GBF/DIME (geographic base file/dual independent map encoding) • TIGER (topologically integrated geographic encoding and reference system) • POLYVRT (POLYgon conVERTer)

  10. Topological Data Models: GBF/DIME • Created by U.S. Census Bureau • Both street addresses & UTM coordinates defined for each link • Topology + direction • Left/right • From/to From Fundamentals of Geographic Information Systems, Demers (2005)

  11. Topological Data Models: TIGER Point Area • Designed for use with the 1990 U.S. Census • Block-level maps • Points, lines & areas explicitly addressed • Census blocks can be retrieved directly by block number Coordinates Line From Fundamentals of Geographic Information Systems, Demers (2005)

  12. Topological Data Models: POLYVRT Entities stored separately but linked to one another through pointers Chains: Collections of line segments with directional information (from-to, left/right) From Fundamentals of Geographic Information Systems, Demers (2005)

  13. ArcGIS/Arcview’s shapefile Shapefile Comprised of 3 file types *.shp contains coordinates *.shx is an index file *.dbf is an attribute file in dbase format Where is topology? Not explicitly stored Created on-the-fly Shapefile  in-between spaghetti & topological data structures

  14. Compacting Vector Data Models • Compact data to reduce storage • Freeman-Hoffman chain codes • Each line segment • Directional vector • Length • Non-topological • Analytically limited  limits usefulness to storage, retrieval, output functions • Good for distance & shape calculations, plotting

  15. Vector Model to Represent Surfaces: TIN TIN allows us to record topographic data as points in a regular or irregular grid.

  16. Vector Model to Represent Surfaces: TIN From Geographic Information Systems & Science, Longley et al. (2005)

  17. Vector GIS: Hybrid & Integrated Systems • Hybrid system • Links graphic data structures with DBMS • Efficiently manage both graphics & attribute data • Allows raster & vector data types From Fundamentals of Geographic Information Systems, Demers (2005)

  18. Vector GIS: Hybrid & Integrated Systems • Integrated system • Entities’ coordinate data stored as relational table • Topological data stored as separate table in same database • Attributes can be • Stored in same tables as graphic entities • Stored as separate tables & linked relationally • GIS more closely integrated with DBMS than in hybrid system

  19. Vector GIS: Object-Oriented Database Management Systems • Emerging as an alternative to hybrid or integrated models • Extends the integrated model by incorporating a spatial query language • Objects inherit properties from the class of objects that they belong to • Variable types & operations particular to that class • Example: ArcGIS’ geodatabase • Shift from previous hybrid orientation

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