6. INTEGRATION OF GIS WITH
RASTER PROCESSING
A number of other functions integrate vector
data with raster data in general. These are
important as they increase the general
capabilities of GIS systems for handling raster
datasets. The most common processing
functions are:
6.1 Raster editing.
This is becoming increasingly important within
a GIS, as raster base maps are used as a cheap
and quick alternative to vector digitising the
maps. Raster editing functions required
include:
e Outlining areas to be edited by a vector
polygon
Creating new vector objects using
sophisticated drawing tools (such as text
font, positions, sizes, orientation), and then
"burning through’ into the raster dataset.
These techniques are increasingly being
considered by map publishing agencies either
as an alternative to a fully vector database, or
as the basis of a hybrid, evolutionary approach,
spreading the costs of data capture in a
manageable way.
6.2 Raster modelling.
This is the term used for the combination of
two or more raster datasets using mathematical
(+-*/)) and boolean (AND, NOT, OR XOR)
operators. More sophisticated packages include
functions such as cost surfaces and zone
operations (eg. find the perimeter of a zone of
values), and have constructs such as DO and
WHILE loops. These have the potential of
integrating vector data within the same type of
analysis constructs, such as ’IF (within
polygon) AND (attribute = X) THEN...
Although the output data structure will, in this
case, still be a raster, vector data can be
handled in the same way as a raster.
388
The ability to model using multiple rasters,
where raster data can be from a variety of
remotely sensed image bands, DTM and
scanned map sources facilitates exploration of
complex modelling scenarios such as
estimation of cross country vehicle movement
potential in fragile environments where limited
conventional mapping may be available.
7. A STEP FORWARD
Real advances in the integration of remote
sensing and GIS can only come with the
development of integrated software
environments where the display, interrogation,
processing and analysis of raster and vector
datasets is supported by a single system
architecture which gives freedom to model and
rapidly build applications according to the task
in hand rather than being constrained by the
functionality of a fixed function GIS or image
processing system. The underlying database for
such a system should be capable of integrated
storage and indexing of any GIS or remotely
sensed data, with a unified data access
mechanism. Only with ready access to such
heterogeneous data, modelling opportunities
can increase in complexity.
Using the latest object oriented GIS technology
Laser-Scan have developed such an integrated
GIS and remote sensing system for the British
National Space Centre (BNSC) under a
contract placed and managed by the Defence
Research Agency (DRA) Farnborough. Called
IGIS, the system is built around a versioned
object database which provides an intuitive
way of holding spatial and non-spatial data.
Both raster and vector continuous maps are
supported. The object model provides a natural
correspondence between real-world objects and
the data that models them. As well as support
for a variety of datatypes, IGIS also supplies
references which enable objects to refer to each
other. Collections of objects, with raster and
vector components, can be combined into
complex structures which mimic those found in
the real world. Navigation of these structures
provides a natural 'distributed' index enabling
rapid access between related objects.
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