static geographical data, the dynamic symbol base built up a
framework for two kinds of dynamic symbol as follows:
4.2.1 Temporal Symbol
Lots of spatio-temporal processes are successive procedures
that can be displayed in a continuous representation, in the
paper, we adopt temporal symbol to visualize such kind of
successive processes. By the combination of dynamic variables
and traditional variables such as colour, size, opacity and so on,
the process can be displayed well. For example, urbanization
can be showed vividly by temporal gradually size-changed
polygon, etc.
An example of the temporal symbol is the addition of
subsequent map layers, which leads the viewer through a theme,
to help understand spatial and contextual coherence. This leaves
this types of cartographic animations, which are the core of the
classification presented here. It is the relation between spatial
data's components and display time which distinguishes them
from each other.
4.2.2 Non-temporal Symbol
A number of phenomenon are not so strictly related to the
whole process of apatio-temporal objects, however, some
character at specific moment need to be highlighted. Non
temporal symbol is not strictly linked with world time, the
display time of it is applied to explain spatial relations by
presenting individual images in logical sequence. Some
techniques will be used to demonstrate highlights or emphasis
of spatio-temporal processes, such as the blinking and flashing
of point symbol. Another example of this is to show a data set
in different graphic representations, such as an isoline map, an
smooth statistical surface or a dot map to provide the viewer a
comprehensive impression of the same data set.
4.3 Visual Interface for Dynamic Control
For the user of a dynamic symbol, it is important to have tools
available that allow for interaction while viewing the animation.
Seeing the animation play will often leave users with many
questions of what they have seen. Just a re-play is not sufficient
to answers questions like 'What was the position of the coastline
in the north during the 15th century?' Most general software to
view animations already offer facilities such as 'pause', to look
at a particular frame, and '(fast-) forward' and '(fast-) backward',
to go to a particular frame. More options have to be added, such
as a possibility to directly go to a certain frame based on for
instance a temporal query, or the ability to re-ordering
individual frames based on a attribute query. This becomes
especially relevant if we realize that animation will not only be
used to present spatial data, but will be increasingly used in an
exploratory environment. In such an environment the animation
is just one of the alternative view one has available to study the
data at hand (Dykes et al., 2005).
We designed a visual interface that help users to manipulate the
process of displaying, through which people can play back and
query some details of the Spatio-temporal process. A speed
control function of the process also provided for different
velocity analysis. User can get a vivid impression of the change
that had happened from the data which are stored in the spatio-
temporal database.
4.4 Test and Analysis
A test of the implementation of the framework is carried out
based on the residential expansion of a city of BAOJI in the
northwest of shananxi province in China. The following graph
diagram shows Entity-based spatial-temporal process displaying
based on dynamic symbol base. An urban growing process can
be showed by a series change through dynamic symbol.
T1 T2
Figure 4 Time series change showed by temporal symbol
5. CONCLUSION
Dynamic Symbol offers the user the opportunity to see and
query changes spatial patterns. Depending on the nature of the
data one can apply different design techniques, or change the
viewpoint on the data. Dynamic Symbol will offer a better
insight to mapped phenomena. However, this will only work
when the user environment has the proper options for
interaction. In an exploratory environment the dynamic symbol
will be one of the strong alterative views on the data that
supports knowledge discovery.
REFERENCES
Koussoulakou, A. & M.J. Kraak (1992). Spatio-temporal maps
and cartographic communication. The Cartographic Journal, 29
(1992) 2, pp. 101-108.
Kobben, B., Yaman, M.: Evaluating Dynamic Visual Variables.
In: Ormeling, F.J.,Kobben, B., Perez Gomez, R. (eds.):
Proceedings of the Seminar on Teaching Animated
Cartography. International Cartographic Association, Utrecht
(1996)45-51.
Mennojan Kraak, Arjen Klomp. A Classification of
Cartographic Animations: Towards a Tool for the Design of
Dynamic Maps in a GIS Environment [C]. The Seminar on
Teaching Animated Cartography, Spain, 1995,
http: //cartography. geog. uu. nl/ica/Madrid/kraak. html.
Masuoka P, Acevedo W. , Fifer S. , Foresman T. 1996 .Tuttle
M. Techniques for visualizing urban growth using a temporal
GIS database .Presentation at the ASPRS/ACSMAnnual
Convention andExhibtion, Baltimore, MD, pp.22- 25.
ZHU Guorui, 2004. Cartography. Wuhan University Press,
pp.34- 35.
AI Tinghua,1998. Dynamic symbol and dynamic map. Journal
of Wuhan Technical kUniversity of Surveying and Mapping.
23(1),pp.47-51