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Chapter 10: Vector Data Analysis

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Title: Chapter 10: Vector Data Analysis


1
Chapter 10Vector Data Analysis
Union Overlay
  • Paul Sutton
  • psutton_at_du.edu
  • Department of Geography
  • University of Denver

2
Vector Operations
  • Buffering and its Applications
  • 2) Map Overlay (Union Intersect)
  • 3) Distance Measuring Tools
  • 4) Map Manipulation

3
Buffers
  • A buffer, in spatial information systems, is a
    polygon enclosing an area within specified
    distance from a point, line, or polygon.
  • Buffers can be applied to a variety of
    applications such as transportation, forestry,
    environmental control and resource management.
    Listed below are some examples of real-world use
  • 1) protected zone around lakes and streams
  • 2) zone of noise pollution around highways
  • 3) service zone around bus route (e.g. 200
    metres walking distance)
  • 4) groundwater pollution zone around waste
    site

4
Buffers are performed in Raster Vector
5
Buffers can be 1 or 2 sided and of variable width
based on a feature attribute
6
An example of a Buffer Analysis
  • Suppose the state of Colorado imposes the
    following rules for available logging locations
  • No logging within 10 km of Highways
  • Must log within 5 km of Forest Service Roads
  • Also, Logging Companies do not want to log above
    3200 meters (too much snow)
  • Data needed DEM, Highways, Forest Service Roads

7
Visualizing the Analysis
10 km Buffer of Highways Roads (suitable area
must be outside)
5 km buffer of Forest Service Roads (Suitable
area must be INSIDE)
Areas that are too high In Elevation (over 3200
meters)
8
What the Final Answer Looks Like
9
Detail of Final Answer
10
Map Overlay
  • Point In Polygon Points can be given attributes
    of the polygon they fall in. OrPoints can be
    counted per polygon.
  • Line in Polygon Lines get broken whenever they
    cross polygon boundaries. May be useful for
    identifying the underlying soils of a road
    network.
  • Polygon on Polygon Union Intersect

11
A simple Point in Polygon Problem
  • Below is an image of the conterminous U.S. and
    the Ozone Monitoring locations.
  • How many monitors in each state?
  • Which state has highest sites/area?
  • Which State has highest sites/person?

12
How is this done?
  • 1) Perform a Spatial Join. Join the PAT of the
    states to the PAT of the Points using Shape.
  • 2) Summarize the Joined Table
  • 3) Join that table back to the PAT
  • of the states coverage.
  • 4) Edit This table to create fields
  • and calculate

13
Sites Per Person
14
Sites Per Area
15
Polygon on Polygon Overlay
16
Example Intersecting two Polygon Coverages
17
Map ManipulationsDissolve, Merge, and Clip
18
ExampleWhat is the Dissolve Function?
  • Suppose you convert a U.S. Counties Coverage to
    a U.S. States Coverage.
  • What happens to the Tabular attributes?
  • What Happens to the Attribute Values?

19
Dissolve..Think about the Tables Fields
What happens to the following fields and their
Values? Shape, Name, State, State FIPSCnty Fips,
Area, Pop 1990, Pop 90 / sq mile, Households,
Males, Females, White, Black, Asian, Hispanic,
Age_Under 5?
20
Distance Measurement
  • Measuring Distance is often an important analysis
    method in Spatial Studies.
  • Typically distance is measured from Points to
    other points (e.g. Elvis sightings and Bars) or
    Points to Arcs (e.g. Gas stations to freeways)
  • These kinds of measures used in Spatial
    Interaction Models, Migration Studies, and
    Business/Marketing Applications
  • ArcView does this with the Spatial Join

21
The Spatial Join
  • Use Assign data by location when you want to use
    a spatial relationship to join data from the
    attribute table of one theme to the attribute
    table of another theme. Depending on the type of
    data you have, the join will be one of three
    types of spatial relationships 'nearest',
    'inside', or 'part of'.

Note I think the colors are wrong
22
Example of Spatial Join for a Point Line
Application
  • How far are each of these points (ozone
    monitoring locations) to the nearest highway
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