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Modeling
Data Types / Data Integration
Visualization Methods
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Modeling

Arthur, S.T. 2001. A Satellite Based Scheme for Predicting the Effects of Land Cover Change on Local Microclimate and Surface Hydrology. Doctorate Thesis, College of Earth and Mineral Sciences, Pennsylvania State University. Click here for additional information and Chester County animations.

Batty, M. and Xie, Y.. 1994. "Modeling inside GIS: Part 2. Selecting and calibrating urban models using Arc/Info," International Journal of Geographical Information Systems, vol. 8, no. 5, pp. 429-450.

Clarke, K. C. Brass, J. A. and Riggan, P.. 1995. "A cellular automaton model of wildfire propagation and extinction" Photogrammetric Engineering and Remote Sensing, vol. 60, no. 11, pp. 1355-1367.

Couclelis, H.. 1997. From cellular automata to urban models: New principles for model development and implementation, Environment And Planning B-Planning & Design,  24, pp.165-174.

Goodchild, M. F., Steyaert, L. T., and Parks, B. O. (eds.). 1996. GIS and Environmental Modeling, Fort Collins: GIS World.

Makse, H.A.,  Havlin, S.  and Stanley, H. E. 1995. Modeling urban growth patterns.  Nature, 377, pp. 608-612.

Park, S. and Wagner, D. F. 1997 Incorporating Cellular Automata simulators as analytical engines in GIS, Transactions in GIS,  2, pp. 213-231.

Steyaert, L. T. 1993. "A perspective on the state of environmental simulations," in Goodchild, M. F., Parks, B. O. and Steyaert, L. T. (eds.) Environmental Modeling with GIS, Oxford University Press: New York.

Takeyama, M. and Couclelis, H.. 1997. Map dynamics: Integrating cellular automata and GIS through geo-algebra. International Journal of Geographical Information Science, 11, pp. 73-91.

Tobler, W. R.. 1979. Cellular geography. In Philosophy in Geography, Gale, S. and Olssen, G. (eds.) Dordrecht: Reidel, pp. 379-386.

Wagner, D.. 1997. Cellular automata and geographic information systems, Environment and Planning B, 24, pp. 219-34.

Wilson, J. (ed.). 1995. Special Issue on the Integration of GIS and Environmental Modeling, International Journal of Geographical Information Systems, vol. 9, no. 4.

White, R. and Engelen, G.. 1992. Cellular automata and fractal urban form: a cellular modeling approach to the evolution of urban land use patterns, Working Paper no. 9264, Research Institute for Knowledge Systems (RIKS), Maastricht, The Netherlands.
 
Wolfram, S.. 1984. Cellular automata as models of complexity, Nature, 311, pp. 419-424.

Wolfram, S.. 1986. Theory and Applications of Cellular Automata, Singapore: World Scientific.

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Data Types / Data Integration

Anderson, J.R., Hardy, E.E., Roach, J.T., and Witmer, R.E.. 1976. A Land Use and Land Cover Classification System for use with Remote Sensor Data, U.S. Geological Survey Professional Paper 964, 28.

Anselin, L., Dodson, R. F., and Hudak, S.. 1993. Linking GIS and spatial data analysis in practice, Geographical Systems, 1, pp. 3-23.
 
Elvidge, C. D., Baugh, K. E., Kihn, E. A. and Davis, E. R.. ???????. "Mapping City Lights With Nighttime Data From the DMSP Operational Linescan System", Photogrammetric Engineering and Remote Sensing.

Owen, T.W., T.N. Carlson, and R.R. Gillies. 1997. An assessment of satellite remotely sensed land cover parameters in quantitatively describing the climatic effect of urbanization. International Journal of Remote Sensing, (in press???????????).
 
Wright, B., Tait, M., Lins, K., Crawford, J., Benjamin, S. and J. Brown. 1995. Integrating multi-source land use and land cover data, Reston, VA, U.S. Geological Survey Open-File Report 95-652, pp. 22.

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Visualization Methods

Acevedo, W and Masuoka, P.. 1997. "Time-series animation techniques for visualizing urban growth." Computers & Geosciences,   23, pp. 423-435.

Gaydos, L., Acevedo, W. and C. Bell. 1995. "Using animated cartography to illustrate global change," Proceedings of the International Cartographic Association Conference, Barcelona, Spain, International Cartographic Association, pp. 1174-1178. (Appendix 11.3).

Masuoka, P., Acevedo, W., Fifer, S., Foresman, T.W., and Tuttle, M.J.. 1996. Techniques for Visualizing Baltimore Regional GIS Data, Proceedings, ASPRS/ACSM Annual Convention and Exhibition, Baltimore, MD, April 22-24, 1996.

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Others

Batty M. and Longley, P.. 1994. Fractal Cities, Academic Press, London.

Cogan, C. Estes, J., Goldstein, B. Landis, J. Soule, M. and Stine, P.. 1997. California Biodiversity Project: Application of Ecological Data to Biodiversity Analysis.

Garreau, J.. 1988. Edge city: Life on the new frontier. New York, Doubleday, pp. 546.

Gottmann, Jean.. 1961. Megalopolis; the urbanized northeastern seaboard of the United States. New York, Twentieth Century Fund.

Hagerstrand, T.. 1965. A Monte-Carlo approach to diffusion. European  Journal of Sociology, VI, pp. 43-67.

Hoppen, S., Clarke, K.C., Gaydos, L.J., Acevedo, W.. 1996. "Communicating scientific findings to the general public," Third International Conference/Workshop on Integrating GIS and Environmental Modeling, Santa Fe, New Mexico, January 21-25, 1996. Santa Barbara: National Center for Geographic Information and Analysis. WWW and CD.
 
Vitousek, P. M.. 1994. "Beyond global warming: Ecology and global change," Ecology, vol. 75, no. 7, pp. 1861-1876.

Von Eckardt, W. and Gottman, J.. 1964. The Challenge of Megalopolis: A Graphic Presentation of the Urbanized Northeastern Seaboard of the United States, New York, Macmillan.
 
Waldrop, M. M.. 1992. Complexity: The Emerging Science at the Edge of  Order and Chaos.  New York: Simon and Schuster.

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