Synonyms
Ambient spatial intelligence; Qualitative spatial reasoning; Discretization of quatitative attributes; Combinatorial map; Qualitative spatial representations
Definition
Environmental phenomena that vary continuously across regions of space and periods of time, such as changing sea temperature, concentrations of gas pollutant in the air, or levels of soil moisture, are called dynamic spatial fields. Information about dynamic spatial fields is important to a wide range of environmental applications. One of the goals of using a geosensor network (GSN) is to enable improved, more detailed monitoring of dynamic spatial fields. Individual sensor nodes in a GSN usually generate quantitative information. For example, a node might record a temperature of 23°C located at coordinates 18.04S, 146.49E at time 20:51:06 on January 7th 2007. However, the information needed by decision makers is typically qualitative, and concerns the relationships between groups of spatially and temporally...
Recommended Reading
Duckham, M., Nittel, S., Worboys, M.: Monitoring dynamic spatial fields using responsive geosensor networks. Shahabi, C., Boucelma, O. (eds.) ACM GIS 2005, pp. 51–60. ACM Press, New York (2005)
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Frank, A.: Qualitative spatial reasoning about distances and directions in geographic space. J. Visual Lang. Comput. 3, 343–371 (1992)
Freksa, C.: Using orientation information for qualitative spatial reasoning. In: Andrew U.F., Campari, I., Formentini, U. (eds.) Theories and Methods of Spatio-temporal Reasoning. Lecture Notes Computing Science vol. 639, pp. 162–178. Springer, Berlin (1992)
Galton, A.: Qualitative Spatial Change. Oxford University Press, Oxford (2000)
Hernández, D., Clementini, E., Felice, P.D.: Qualitative distances. In: Frank, A.U., Kuhn, W. (eds.) Proc. COSIT 95, Lecture Notes in Computer Science, vol. 988, pp. 45–57. Springer, Berlin (1995)
Randell, D.A., Cui, Z., Cohn, A.G.: A spatial logic based on regions and connection. In: Knowledge Rerpresentation, pp. 165–176. Morgan Kaufmann, San Francisco (1992)
Worboys, M.F., Duckham, M.: Monitoring qualitative spatiotemporal change for geosensor networks. Int. J. Geogr. Inf. Sci. 20(10), 1087–1108 (2006)
Worboys, M.F.: Nearness relations in environmental space. Int. J. Geogr. Inf. Sci. 15(7), 633–651 (2001)
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Duckham, M. (2008). Geosensor Networks, Qualitative Monitoring of Dynamic Fields. In: Shekhar, S., Xiong, H. (eds) Encyclopedia of GIS. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-35973-1_500
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DOI: https://doi.org/10.1007/978-0-387-35973-1_500
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