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GIS Data Models
GIS Data Models
The real world can only be depicted in a
GIS through the use of models that
define phenomena in a manner that
computer systems can interpret, as well
perform meaningful analysis
GIS data models
Model
Abstraction of realworld/process/phenomenon

GIS data model
Set of constructs/rules for
describing or representing
the real world within a
computer

Two data models
Vector
Raster
Data Models
Vector
A coordinate based data structure commonly used
to represent geographic features. Homogenous
units are points, lines, and polygons.
• Mostly used for representing discrete geographical
features such as building, wells, roads etc.,

Raster
A cellular based data structure composed of rows
and columns for storing images. Homogenous
units are called cells or pixels.
• Mainly Used for representing continuous surface e.g.
soil, elevation, rainfall etc.,
Vector Data Model
Real World > Data Modeling

Source: Bernhardsen, Tor. (1999). 2nd Ed. Geographic Information Systems: An Introduction. p 38.
Real World >
Modeling
Process

Source: Bernhardsen, Tor. (1999). 2nd Ed.
Geographic Information Systems: An
Introduction. p 39. Fig 3.2.
Vector Data Model
Points

Points are associated
with single set of
coordinates (X, Y)

Lines

Lines are a connected
sequence of
coordinate pairs

Polygons

Areas are a sequence
of interconnected lines
whose 1st & last
coordinate points are
the same
Scale
Scale plays a major role in how you
represent a spatial entity
i.e whether to represent an entity as a
point, line or a polygon

Scale = Map Distance / Real Distance
E.g. 1: 1,000: large scale
1:1,000,000: small scale
Vector Data Formats
Shapefile (ArcView/ArcGIS; ESRI)
ArcInfo Coverage
Digital Line Graph (DLG)
Others: HPGL, PostScript/ASCII,
CAD/.dxf
Your will encounter mostly
Arcview shape files or ArcInfo Coverage
CAD/.dxf

Conversion tools are available in most
GIS platforms
However, topology should be built to
make it useful for further analysis

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datamodel_vector

  • 2. GIS Data Models The real world can only be depicted in a GIS through the use of models that define phenomena in a manner that computer systems can interpret, as well perform meaningful analysis
  • 3. GIS data models Model Abstraction of realworld/process/phenomenon GIS data model Set of constructs/rules for describing or representing the real world within a computer Two data models Vector Raster
  • 4. Data Models Vector A coordinate based data structure commonly used to represent geographic features. Homogenous units are points, lines, and polygons. • Mostly used for representing discrete geographical features such as building, wells, roads etc., Raster A cellular based data structure composed of rows and columns for storing images. Homogenous units are called cells or pixels. • Mainly Used for representing continuous surface e.g. soil, elevation, rainfall etc.,
  • 5.
  • 7. Real World > Data Modeling Source: Bernhardsen, Tor. (1999). 2nd Ed. Geographic Information Systems: An Introduction. p 38.
  • 8. Real World > Modeling Process Source: Bernhardsen, Tor. (1999). 2nd Ed. Geographic Information Systems: An Introduction. p 39. Fig 3.2.
  • 9. Vector Data Model Points Points are associated with single set of coordinates (X, Y) Lines Lines are a connected sequence of coordinate pairs Polygons Areas are a sequence of interconnected lines whose 1st & last coordinate points are the same
  • 10. Scale Scale plays a major role in how you represent a spatial entity i.e whether to represent an entity as a point, line or a polygon Scale = Map Distance / Real Distance E.g. 1: 1,000: large scale 1:1,000,000: small scale
  • 11.
  • 12.
  • 13.
  • 14. Vector Data Formats Shapefile (ArcView/ArcGIS; ESRI) ArcInfo Coverage Digital Line Graph (DLG) Others: HPGL, PostScript/ASCII, CAD/.dxf
  • 15.
  • 16. Your will encounter mostly Arcview shape files or ArcInfo Coverage CAD/.dxf Conversion tools are available in most GIS platforms However, topology should be built to make it useful for further analysis

Notas do Editor

  1. There are two significant model categories at present: Graphic Models: Vector and Raster Database Models/Structures: simple lists, sequential files, indexed files, hierarchal files, network files, relational database, etc. Today we’ll touch upon real-world entities translated into database objects, but our main focus will be on the models used in representing GIS data graphically (Vector vs Raster)
  2. Source: Bernhardsen, Tor. (1999). 2nd Ed. Geographic Information Systems: An Introduction. p 38. Fig 3.1. (simplified model of real world) The process of interpreting reality by using both a real world and a data model is called data modeling.
  3. Source: Bernhardsen, Tor. (1999). 2nd Ed. Geographic Information Systems: An Introduction. p 39. Fig 3.2. (Modeling process) The process of interpreting reality by using both a real world and a data model is called data modeling.