Title: Data models'ways to store and evaluate spatial data
1Data models.ways to store and evaluate spatial
data
- Vector
- Raster
- Raster is faster but vector is corrector
2Two ways of looking at the world...The vector
view...
- All objects are made up of points, lines and
polygons - All the shape files and coverages are vector files
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4The stained glass window, a vector representation
of the world.
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7Vector Data...
- Each feature is made up of points, lines or
polygons (network of arcs) - Every feature (point, line or polygon) has
specific information concerning
location/contiguity and coincidence. - These location information are Topology
8Explicit vs. Implicit topology
- Explicit topology describes for each feature
specific relationships between features. - A coverage or geodatabase
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11Implicit Topology
- Shape files have implicit topology
- The boundary of a polygon is defined by the XY
coordinates of the lines that make up the
polygon.... If two polygons share a common
boundary, the boundary is stored twice. - Somewhat inefficient and provides an opportunity
for errors to occur - Spatial analysis is possible by comparing XY
locations
12Potential errors... Slivers formed by two
different boundaries ... A coverage or
geodatabase can prevent these errors where
shapefiles simply ignore the error.
13The world of RASTER data
- Modeling... Elevation....etc.
14The tile mosaic a raster representation of the
world.
15The raster view of the world...
- All objects are made up of small cells (often
squares) (this is called a tessellation) - Each grid cell can carry a only single piece of
identifying information e.g. elevation or land
cover or soil type or population density - Remote sensing data is raster based (the
individual cells are called pixels) - Computationally simple... Most models are raster
based
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17Vector is corrector, but Raster is fasterThe
use of raster data requires the activation of the
spatial analyst extension
18Corrector? Wait just a second!
On a 124000 quad sheet, a .5mm pencil line is
12meters on the ground... A raster with a
resolution of 12 meters will show a pencil line
as a line!
19On a 11000000 Operational Navigation Chart the
same pencil line for a flight track is 500 meters
(1500 feet) wide
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21Continuous Raster Data the Digital Elevation
Model (DEM)
22The DEM can be used in Arcview/ArcGIS, a nice
trick is to create a hillshade of the data and
use it as a brightness theme
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24Hypsometric tinting with Shaded relief as
brightness theme