Map algebra

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Map algebra is a set-based algebra for manipulating geographic data, proposed by Dr. Dana Tomlin in the early 1980s. It is a set of primitive operations in a geographic information system (GIS) which allows two or more raster layers ("maps") of similar dimensions to produce a new raster layer (map) using algebraic operations such as addition, subtraction etc.

Depending on the spatial neighborhood, GIS transformations are categorized into four classes: local, focal, global, and zonal. Local operations works on individual raster cells, or pixels. Focal operations work on cells and their neighbors, whereas global operations work on the entire layer. Finally, zonal operations work on areas of cells that share the same value. The input and output for each operator being map, the operators can be combined into a procedure, script, to perform complex tasks.[1]

Here are some examples:

# demo for Brown's Pond data set
# Give layers
#  altitude
#  development – 0: vacant, 1: major, 2: minor, 3: houses, 4: buildings, 5 cement
#  water – 0: dry, 2: wet, 3: pond
 
# calculate the slope at each location based on altitude
slope = IncrementalGradient of altitude
 
# identify the areas that are too steep
toosteep = LocalRating of slope
  where 1 replaces 4 5 6
  where VOID replaces ...
 
# create layer unifying water and development
occupied = LocalRating of development
  where water replaces VOID
 
notbad = LocalRating of occupied and toosteep
  where 1 replaces VOID and VOID
  where VOID replaces ... and ...
 
roads = LocalRating of development
  where 1 replaces 1 2
  where VOID replaces ...
 
nearread = FocalNeighbor of roads at 0 ... 10
 
aspect = IncrementalAspect of altitude
 
southface = LocalRating of aspect
  where 1 replaces 135 ... 225
  where VOID replaces ...
 
sites = LocalMinimum of nearroad and southface and notbad
 
sitenums = FocalInsularity of sites at 0 ... 1
 
sitesize = ZonalSum of 1 within sitenums
 
bestsites = LocalRating of sitesize
  where sitesize replaces 100 ... 300
  where VOID replaces ...

External links[edit]

References[edit]

  1. ^ Longley et al. Geographic Information Systems and Science. John Wiley & Sons, Inc. pp. 414–7. ISBN 978-0-470-72144-5. 
  • B. E. Davis GIS: A Visual Approach (2001 Cengage Learning) pp. 249ff.