Understanding spatiotemporal patterns: Visual Ordering of space and time

Cartographica

Volumn 42, Issue 2, 2007, Pages 153-161

  Kraak, Menno Jan ^a   van de Vlag, Daniël E ^a  

^a UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

Geovisualization; Multiple coordinate views; Multivariate spatiotemporal data set; Spatiotemporal data set; Temporal ordered space matrix (TOSM); Time series; Uni directional line

Indexed keywords

ALGORITHM; COORDINATE; DATA SET; MATRIX; MULTIVARIATE ANALYSIS; SPATIOTEMPORAL ANALYSIS; VISUALIZATION;

EID: 34547141637     PISSN: 03177173     EISSN: None     Source Type: Journal    
DOI: 10.3138/carto.42.2.153     Document Type: Article

References (26)

1. Andrienko, G.L., and N.V. Andrienko. 1999. "Interactive Maps for Visual Data Exploration." International Journal for Geographic Information Sciences 13: 355-74.
2. Andrienko, N.L., G.L. Andrienko, and P. Gatalsky. 2003. "Exploratory Spatio-temporal Visualization: An Analytical Review." Journal of Visual Languages and Computing 14: 503-41.
3. Anselin, L., I. Syabri, and O. Smirnov. 2002. "Visualizing Multivariate Spatial Correlation with Dynamically Linked Windows." Paper read at the SCISS Specialist Meeting, "New Tools for Spatial Data Analysis," 10-11 May, Santa Barbara, CA.
4. Buja, A., D. Cook, and D.F. Swayne. 1996. "Interactive High-Dimensional Data Visualization." Journal of Computational and Graphical Statistics 5: 78-99.
5. DiBiase, D. 199O. "Visualization in Earth Sciences." Earth and Mineral Sciences: Bulletin of the College of Earth and Mineral Sciences 59/2: 13-18.
6. Dykes, J. 1997. "cdv: A Flexible Approach to ESDA with Free Demonstration Software." Paper read at British Cartographic Society Meeting, 11-14 September, Leicester, UK.
7. Dykes, J., A.M. MacEachren, and M.-J. Kraak. 2005. Exploring Geovisualization. Amsterdam: Elsevier.
8. Edsall, R.M., A.M. MacEachren, and L.J. Pickle. 2001. "Case Study: Design and Assessment of an Enhanced Geographic Information System for Exploration of Multivariate Health Statistics." Paper read at IEEE Symposium on Information Visualization 2001 (INFOVIS '01), 22-23 October, San Diego, CA.
9. Edsall, R.M., and L.R. Sidney. 2005. "Applications of a Cognitively Informed Framework for the Design of Interactive Spatio-temporal Representations" In Exploring Geovisualization, ed. J. Dykes, A.M. MacEachren, and M.-J. Kraak. Amsterdam: Elsevier. 577-89.
10. Egenhofer, M.J. 1994. "Deriving the Composition of Binary Topological Relations." Journal of Visual Languages and Computing 5: 133-49.
11. Frank, A.U. 1996. "Qualitative Spatial Reasoning: Cardinal Directions as an Example." International Journal of Geographical Information Science 10: 269-90.
12. Freksa, C. 1992. "Using Orientation Information for Qualitative Spatial Reasoning." In Theories and Methods of Spatial-Temporal Reasoning in Geographic Space, ed. A.U. Frank, I. Campari, and U. Formentini. Berlin: Springer. 162-78.
13. Gahegan, M. 1999. "Four Barriers to the Development of Effective Exploratory Visualisation Tools for the Geosciences." International Journal of Geographical Information Science 13: 289-309.
14. Guo, D., M. Gahegan, A.M. MacEachren, and B. Zhou. 2005. "Multivariate Analysis and Geovisualization with an Integrated Geographic Knowledge Discovery Approach." Cartography and Geographic Information Science 32: 113-32.
15. Hernandez, D., E. Clementini, and P. Di Felice. 1995. "Qualitative Distances, Austria." Lecture Notes in Computer Science 988. In Spatial Information Theory: A Theoretical Basis for GIS. International Conference COSIT '95 Semmering, ed. A.U. Frank and W. Kuhn. Berlin: Springer. 45-58.
16. MacEachren, A.M., M. Wachowicz, R. Edsall, D. Haug, and R. Masters. 1999. "Constructing Knowledge from Multivariate Spatio-temporal Data: Integrating Geographical Visualization with Knowledge Discovery in Database Methods." International Journal of Geographic Information Science 13: 311-34.
17. Papadias, D., and D. Sellis. 1994. "Qualitative Representation of Spatial Knowledge in Two Dimensional Space." VLDB Journal 3: 479-516.
18. Peuquet, D.J. 1994. "It's About Time: A Conceptual Framework for the Representation of Temporal Dynamics in Geographic Information Systems." Annals of the Association of American Geographers 84: 441-61.
19. Peuquet, D.J. 2002. Representations of Space and Time. New York: Guilford.
20. Shekhar, S., P. Zhang, Y. Huang, and R. Vatsavai. 2004. "Trends in Spatial Data Mining." In Data Mining: Next Generation Challenges and Future Directions, ed. H. Kargupta.. Menlo Park, CA: AAAI Press. 357-80.
21. Refractions Research Inc. 2004. User-Friendly Desktop Internet GIS (UDIG), v. 1.0.5. Available at http://udig.refractions.net/confluence/ display/UDIG/Home
22. Van de Vlag, D.E. 2006. "Modelling and Visualizing Dynamic Landscape Objects and Their Qualities." ITC Dissertation 132. Enschede: ITC.
23. Van de Vlag, D., and M.-J. Kraak. 2004. "Multivariate Visualization of Data Quality Issues for Coastal Zone Monitoring." Paper read at the Twentieth ISPRS Congress, Commission IV, 12-23 July, Istanbul, Turkey.
24. Van de Vlag, D., and M.-J. Kraak. 2005. "Temporal Ordered Space Matrix: Representation of Multivariate Spatio-temporal Data." Paper read at GIS Planet '05 Conference, 30 May-2 June, Lisbon, Portugal.
25. Van de Vlag, D.E., B. Vasseur, A. Stein, and R. Jeansoulin. 2005. "An Application of Problem and Product Ontologies for the Revision of Beach Nourishments." International Journal of Geographical Information Science 19: 1113-130.
26. Worboys, M.F. 2005. "Event-Oriented Approaches to Geographic Phenomena." International Journal of Geographical Information Science 19: 1-28.