International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol XXXV, Part B4. Istanbul 2004
into the data and using it, the matter which may lead to
incorrectness of decisions made depending on it, as much as
to inaccuracies of designs, for instance if a planner is to set a
sloping of a sewage network to an accuracy of half a meter
based on a terrain model which may reach an error of one
meter at some areas, due to the lack of knowledge concerning
the accuracy and validity of the DTM an error may occur, the
matter which necessitate planners to have a full information
concerning the goodness of the data used .
Some surfaces change rapidly and some times drastically due
to artificial urban development, as much as due to tectonic
natural phenomenon, which means an up to date should be
following to keep its validity, again this fact can not be
realized by simply using the data.
As an example of showing the importance of rules defining
the relationships of the surface data, is that a contour can not
cross an other, a blunder which is still being created by
interpolating software while smoothing lines or fitting
surfaces, other than that is the density of contours in steeper
areas or the discreetness of the contours among others.
The paper discuses these facts and more for the different
surface structures, showing the advantages and disadvantages
of the different structures, and the rules should be
encountered in the geodatabases concentrating the quality of
the surfaced data and its effect on the result.
2. METHODS OF PRESENTATION &DATA
QUALITY
For expressing the quality of the data, some information
should be tabulated in such a manner that it can be viewed
with the data itself expressing its accuracy, even if the
accuracy of the data is changing from one part to the other,
the stored accuracy information in the geodatabase should be
able to discriminate between areas of different accuracies
using specific annotations.
With a similar way as storing the topology and networks in
the geodatabase accuracy can be a part of the geodatabase or
when storing spot heights or contours the accuracy can be
added to it as a property of the layer or the class.
With out keeping records of the data accuracy and
expressing it with the data, the operator has to extract the
knowledge of the data accuracy from reports or records, and
the end users may use the data in a wrong manner effecting
the quality of designs based upon this data.
2-1Quality of Surfaced data
Generally speaking the quality of all the surfaced
topographic data depend on the following factors:
Source of the data,
Method of Data Collection,
Density of the Data,
Interpolation and processing methods,
Digital Format or Structure of the Data,
Source of The Data: The source plays a major roll in the
quality aspects, different data requisition methods are
available choosing among which results in a certain quality
measures, since the source can be using field survey
measurements for instance directly from the ground or can be
from photogrammetric stereo image pairs where the variation
of the scale means a variation in quality as much as the
overlapping areas between the images.
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Other sources can be satellite stereo images, also radar data
became an important source or data collected using laser
beam technology, an other source can also be old and
existing digitized maps or stored data.
Thus the quality measures begin at this point, where
propagation and accumulation of errors begin, in case of the
data collected using field surveying measurements, starting
by the quality of the existing height control network, its
reference, its projection, its adjustment and its density,
followed by the type of instruments used, the methods of data
collection, certainly a very important factor is the experience
of the surveyors in collecting such types of data, and finally
the processing of the data, altogether with the interpolation
methods, and the representing structure.
Method of Data Collection: Talking about the effect of the
data collection methods on the quality of surfaced data, we
are to supply an example of using the most usual methods of
data collection, the Regular networks and irregular scattered,
If the data is collected directly from the field taking into
consideration the steepness would provide closer surface to
the reality than collecting the data using a regular spaced
network, the type of instrument used such as plane table or
using a total station or GPS would certainly effect the quality
of the data. On the other hand if the data is collected using
photogrammetric workstations, then factors such as the
length of the base with depend on the overlapping areas, the
scale of the photography, results of the triangulation and
adjustment, manual data collection in urban areas, and
automatic data collection would certainly effect the quality
of the surface.
Density of the Data: As matter of fact the density of the data
should have a limit that complies with the final data format
and accuracy to be reached, flat areas demand less density
than others, designing the density should be economically
worthy. Raster data for example has a regular and equal
density every where, which means that flat areas are accurate
while hilly areas may lack the required accuracy.
For solving this particular problem of data to be collected
using field survey or manually from stereo pairs should be
designed with a certain surface modeling factor, this
modeling factor will determine the number of pints to be
collected within an area. Because the surface modeling factor
has an influence on the time and price of data, we should
consider total quality measures for designing such a factor,
some of these measures arc:
» what kind of implementations the data shall be
created for ?
> How often the data is updated?
» Is it economically worth it, to go for such an
accuracy?
» Is there a probability of using this data for other
aspects in the future?
> What shall be the structure of the data, and what
kind of limitations may the structure nature cause
to the data.
Considering these factors and others, a certain surface
modeling factor is selected such as, collect data if the height
difference tends to a certain limits, in other words height
difference between successive mass points should be limited
to a certain measure, when ever it is possible (Buildings or
such obstacles may intrude such a process).
This can be one modeling rule which regulates the quality of
the data collected or measured, another rule which if
combined with the surface modeling factor rule can be the
maximum horizontal distance between the successive mass
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