Design of a dynamic land-use change probability model using spatio-temporal transition matrix

作者: Yongjin Joo , Chulmin Jun , Soohong Park

DOI: 10.1007/978-3-642-12156-2_8

关键词: Land use, land-use change and forestryMarkov chainStochastic matrixProbability modelLand useComputer scienceMetropolitan areaRemote sensing

摘要: This study aims to analyze land use patterns using time-series satellite images of Seoul Metropolitan Area for the past 30 years, and present a macroscopic model predicting future Markov Chain based probability model, finally examine its applicability Korea. Several Landsat MSS TM were used acquire land-use change dynamic categorized from classified images. Finally, spatio-temporal transition matrices constructed applied them into predict changes area.

参考文章(10)
Chetan Agarwal, Glen M. Green, J. Morgan Grove, Tom P. Evans, Charles M. Schweik, A Review and Assessment of Land-Use Change Models Dynamics of Space, Time, and Human Choice Gen. Tech. Rep. NE-297. Newton Square, PA: U.S. Department of Agriculture, Forest Service, Northeastern Research Station. 61 p.. ,vol. 297, ,(2002) , 10.2737/NE-GTR-297
Qiu-hao Huang, Yun-long Cai, Simulation of land use change using GIS-based stochastic model: the case study of Shiqian County, Southwestern China Stochastic Environmental Research and Risk Assessment. ,vol. 21, pp. 419- 426 ,(2007) , 10.1007/S00477-006-0074-1
G. Darrel Jenerette, Jianguo Wu, Analysis and simulation of land-use change in the central Arizona - Phoenix region, USA Landscape Ecology. ,vol. 16, pp. 611- 626 ,(2001) , 10.1023/A:1013170528551
Monica Goigel Turner, Spatial simulation of landscape changes in Georgia: A comparison of 3 transition models Landscape Ecology. ,vol. 1, pp. 29- 36 ,(1987) , 10.1007/BF02275263
K C Clarke, S Hoppen, L Gaydos, A Self-Modifying Cellular Automaton Model of Historical Urbanization in the San Francisco Bay Area Environment and Planning B-planning & Design. ,vol. 24, pp. 247- 261 ,(1997) , 10.1068/B240247
Glen L. Green, Chetan Agarwal, J. Morgan Grove, Charles Schweik, Tom Evans, A Review and Assessment of Land Use Change Models dynamics of space, time, and human choice GIS/EM4 No. 20 ,(2004)
Keith C. Clarke, Leonard J. Gaydos, Stacy Hoppen, Methods And Techniques for Rigorous Calibration of a Cellular Automaton Model of Urban Growth Third International Conference/Workshop on Integrating GIS and Environmental Modeling. pp. 1319- 1328 ,(1996)
William Acevedo, Timothy W. Foresman, Susan C. Clark, John Starr, Carol Solomon, Development of the temporal transportation database for the analysis of urban development in the Baltimore-Washington region ASPRS/ACSM Annual Convention and Exhibition. ,(1996)
William Acevedo, Janis T. Buchanan, Timothy W. Foresman, Origins and philosophy of building a temporal database to examine human transformation processes Annual Convention and Exhibition. ,(1996)