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Volumn 40, Issue 1, 2013, Pages 117-134

A cellular automata model based on nonlinear kernel principal component analysis for urban growth simulation

Author keywords

Cellular automata; GIS; Kernel principal component analysis; Transition rules; Urban growth simulation

Indexed keywords

CELLULAR AUTOMATON; COMPUTER SIMULATION; GIS; MODELING; NONLINEARITY; PRINCIPAL COMPONENT ANALYSIS; REMOTE SENSING; URBAN GROWTH;

EID: 84873492089     PISSN: 02658135     EISSN: 14723417     Source Type: Journal    
DOI: 10.1068/b37142     Document Type: Article
Times cited : (28)

References (52)
  • 1
    • 55449094743 scopus 로고    scopus 로고
    • Fuzzy inference guided cellular automata urban-growth modelling using multi-temporal satellite images
    • Al-kheder S, Wang J, Shan J, 2008, Fuzzy inference guided cellular automata urban-growth modelling using multi-temporal satellite images International Journal of Geographical Information Science 22 1271-1293
    • (2008) International Journal of Geographical Information Science , vol.22 , pp. 1271-1293
    • Al-Kheder, S.1    Wang, J.2    Shan, J.3
  • 3
    • 0037599597 scopus 로고    scopus 로고
    • Modelling dynamic spatial processes: Simulation of urban future scenarios through cellular automata
    • Barredo J I, Marjo K, Niall M C, Carlo L, 2003, Modelling dynamic spatial processes: simulation of urban future scenarios through cellular automata Landscape and Urban Planning 64 145-160
    • (2003) Landscape and Urban Planning , vol.64 , pp. 145-160
    • Barredo, J.I.1    Marjo, K.2    Niall, M.C.3    Carlo, L.4
  • 7
    • 0344466595 scopus 로고    scopus 로고
    • Effects of cell size and configuration in cellular automata based preypredator modelling
    • Chen Q, Mynett A E, 2003, Effects of cell size and configuration in cellular automata based preypredator modelling Simulation Modelling Practice and Theory 11 609-625
    • (2003) Simulation Modelling Practice and Theory , vol.11 , pp. 609-625
    • Chen, Q.1    Mynett, A.E.2
  • 8
    • 0032447095 scopus 로고    scopus 로고
    • Loose-coupling of a cellular automaton model and GIS: Long-term urban growth prediction for San Francisco and Washington/ Baltimore
    • Clarke K C, Gaydos L J, 1998, Loose-coupling of a cellular automaton model and GIS: long-term urban growth prediction for San Francisco and Washington/ Baltimore International Journal of Geographical Information Science 12 699-714
    • (1998) International Journal of Geographical Information Science , vol.12 , pp. 699-714
    • Clarke, K.C.1    Gaydos, L.J.2
  • 9
    • 0000750406 scopus 로고    scopus 로고
    • A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay area
    • Clarke K C, Gaydos L J, Hoppen S, 1997, A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay area Environment and Planning B: Planning and Design 24 247-261
    • (1997) Environment and Planning B: Planning and Design , vol.24 , pp. 247-261
    • Clarke, K.C.1    Gaydos, L.J.2    Hoppen, S.3
  • 10
    • 0000519015 scopus 로고    scopus 로고
    • From cellular automata to urban models: New principles for model development and implementation
    • Couclelis H, 1997, From cellular automata to urban models: new principles for model development and implementation Environment and Planning B: Planning and Design 24 165-174
    • (1997) Environment and Planning B: Planning and Design , vol.24 , pp. 165-174
    • Couclelis, H.1
  • 12
    • 30844451576 scopus 로고    scopus 로고
    • The effect of disaggregating land use categories in cellular automata during model calibration and forecasting
    • Dietzel C, Clarke K C, 2006, The effect of disaggregating land use categories in cellular automata during model calibration and forecasting Computers, Environment and Urban Systems 30 78-101
    • (2006) Computers, Environment and Urban Systems , vol.30 , pp. 78-101
    • Dietzel, C.1    Clarke, K.C.2
  • 14
    • 80955177140 scopus 로고    scopus 로고
    • Modeling dynamic urban growth using cellular automata and particle swarm optimization rules
    • Feng Y, Liu Y, Tong X, Liu M, Deng S, 2011, Modeling dynamic urban growth using cellular automata and particle swarm optimization rules Landscape and Urban Planning 102 188-196
    • (2011) Landscape and Urban Planning , vol.102 , pp. 188-196
    • Feng, Y.1    Liu, Y.2    Tong, X.3    Liu, M.4    Deng, S.5
  • 15
    • 33751167046 scopus 로고    scopus 로고
    • Modeling urban expansion scenarios by coupling cellular automata model and system dynamic model in Beijing, China
    • He C, Norio O, Zhang Q, Shi P, Zhang J, 2006, Modeling urban expansion scenarios by coupling cellular automata model and system dynamic model in Beijing, China Applied Geography 26 323-345
    • (2006) Applied Geography , vol.26 , pp. 323-345
    • He, C.1    Norio, O.2    Zhang, Q.3    Shi, P.4    Zhang, J.5
  • 16
    • 36148984256 scopus 로고    scopus 로고
    • Modeling urban growth in Atlanta using logistic regression
    • Hu Z, Lo C P, 2007, Modeling urban growth in Atlanta using logistic regression Computers, Environment and Urban Systems 31 667-688
    • (2007) Computers, Environment and Urban Systems , vol.31 , pp. 667-688
    • Hu, Z.1    Lo, C.P.2
  • 18
    • 33750634257 scopus 로고    scopus 로고
    • Assessing cellular automata model behaviour using a sensitivity analysis approach
    • Kocabas V, Dragićević S, 2006, Assessing cellular automata model behaviour using a sensitivity analysis approach Computers, Environment and Urban Systems 30 921-953
    • (2006) Computers, Environment and Urban Systems , vol.30 , pp. 921-953
    • Kocabas, V.1    Dragićević, S.2
  • 19
    • 45549085231 scopus 로고    scopus 로고
    • KPCA for semantic object extraction in images
    • Li J, Li X, Tao D, 2008, KPCA for semantic object extraction in images Pattern Recognition 41 3244-3250
    • (2008) Pattern Recognition , vol.41 , pp. 3244-3250
    • Li, J.1    Li, X.2    Tao, D.3
  • 20
    • 0036219267 scopus 로고    scopus 로고
    • Urban simulation using principal components analysis and cellular automata for land-use planning
    • Li X, Yeh A G-O, 2002a, Urban simulation using principal components analysis and cellular automata for land-use planning Photogrammetric Engineering and Remote Sensing 68 341-351
    • (2002) Photogrammetric Engineering and Remote Sensing , vol.68 , pp. 341-351
    • Li, X.1    Yeh, A.G.-O.2
  • 21
    • 0036332937 scopus 로고    scopus 로고
    • Neural-network based cellular automata for simulating multiple land use changes using GIS
    • Li X, Yeh A G-O, 2002b, Neural-network based cellular automata for simulating multiple land use changes using GIS International Journal of Geographical Information Science 16 323-343
    • (2002) International Journal of Geographical Information Science , vol.16 , pp. 323-343
    • Li, X.1    Yeh, A.G.-O.2
  • 23
    • 37549036730 scopus 로고    scopus 로고
    • Simulating complex urban development using kernel based non-linear cellular automata
    • Liu X, Li X, Shi X, Wu S, Liu T, 2008b, Simulating complex urban development using kernel based non-linear cellular automata Ecological Modelling 211 169-181
    • (2008) Ecological Modelling , vol.211 , pp. 169-181
    • Liu, X.1    Li, X.2    Shi, X.3    Wu, S.4    Liu, T.5
  • 25
    • 0142261129 scopus 로고    scopus 로고
    • Modelling urban development with cellular automata incorporating fuzzyset approaches
    • Liu Y, Phinn S R, 2003, Modelling urban development with cellular automata incorporating fuzzyset approaches Computers, Environment and Urban Systems 27 637-658
    • (2003) Computers, Environment and Urban Systems , vol.27 , pp. 637-658
    • Liu, Y.1    Phinn, S.R.2
  • 26
    • 64749102749 scopus 로고    scopus 로고
    • Modelling spatial variations of urban growth patterns in Chinese cities: The case of Nanjing
    • Luo J, Wei Y H D, 2009, Modelling spatial variations of urban growth patterns in Chinese cities: the case of Nanjing Landscape and Urban Planning 91 51-64
    • (2009) Landscape and Urban Planning , vol.91 , pp. 51-64
    • Luo, J.1    Wei, Y.H.D.2
  • 27
    • 58149152993 scopus 로고    scopus 로고
    • Implementation of a dynamic neighborhood in a land-use vector-based cellular automata model
    • Moreno N, Wang F, Marceau D J, 2009, Implementation of a dynamic neighborhood in a land-use vector-based cellular automata model Computers, Environment and Urban System 33 44-54
    • (2009) Computers, Environment and Urban System , vol.33 , pp. 44-54
    • Moreno, N.1    Wang, F.2    Marceau, D.J.3
  • 29
    • 4444367297 scopus 로고    scopus 로고
    • Useful techniques of validation for spatially-explicit land-change models
    • Pontius R G, Huffaker D, Denman K, 2004, Useful techniques of validation for spatially-explicit land-change models Ecological Modelling 179 445-461
    • (2004) Ecological Modelling , vol.179 , pp. 445-461
    • Pontius, R.G.1    Huffaker, D.2    Denman, K.3
  • 30
    • 34548150226 scopus 로고    scopus 로고
    • Kernel PCA for similarity invariant shape recognition
    • Sahbi H, 2007, Kernel PCA for similarity invariant shape recognition Neurocomputing 70 3034-3045
    • (2007) Neurocomputing , vol.70 , pp. 3034-3045
    • Sahbi, H.1
  • 32
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear component analysis as a kernel eigenvalue problem
    • Schölkopf B, Smola A, Müller K-R, 1998, Nonlinear component analysis as a kernel eigenvalue problem Neural Computation 10 1299-1319
    • (1998) Neural Computation , vol.10 , pp. 1299-1319
    • Müller, K.-R.1
  • 35
    • 0344256584 scopus 로고    scopus 로고
    • Empirical analysis for estimating land use transition potential functions: Case in the Tokyo metropolitan region
    • Takeshi A, Tetsuya A, 2004, Empirical analysis for estimating land use transition potential functions: case in the Tokyo metropolitan region Computers, Environment and Urban Systems 28 65-84
    • (2004) Computers, Environment and Urban Systems , vol.28 , pp. 65-84
    • Takeshi, A.1    Tetsuya, A.2
  • 38
    • 1242346046 scopus 로고    scopus 로고
    • A method to analyse neighbourhood characteristics of land use patterns
    • Verburg P H, de Nijs T C M, van Eck J R, Visser H, de Jong K, 2004, A method to analyse neighbourhood characteristics of land use patterns Computers, Environment and Urban Systems 28 667-690
    • (2004) Computers, Environment and Urban Systems , vol.28 , pp. 667-690
    • de Jong, K.1
  • 39
    • 79952249331 scopus 로고    scopus 로고
    • Identifying dominant factors for the calibration of a land-use cellular automata model using Rough Set Theory
    • Wang F, Hasbani J G, Wang X, Marceau D J, 2011, Identifying dominant factors for the calibration of a land-use cellular automata model using Rough Set Theory Computers, Environment and Urban Systems 35 116-125
    • (2011) Computers, Environment and Urban Systems , vol.35 , pp. 116-125
    • Wang, F.1    Hasbani, J.G.2    Wang, X.3    Marceau, D.J.4
  • 41
    • 35148898158 scopus 로고    scopus 로고
    • Application of image correction and bit-plane fusion in generalised PCA based face recognition
    • Wang H, Leng Y, Wang Z, Wu X, 2007, Application of image correction and bit-plane fusion in generalised PCA based face recognition Pattern Recognition Letters 28 2352-2358
    • (2007) Pattern Recognition Letters , vol.28 , pp. 2352-2358
    • Wang, H.1    Leng, Y.2    Wang, Z.3    Wu, X.4
  • 43
    • 33644538297 scopus 로고    scopus 로고
    • Globalising Shanghai: Foreign investment and urban restructuring
    • Wei Y D, Chi K L, Jun L, 2006, Globalising Shanghai: foreign investment and urban restructuring Habitat International 30 231-244
    • (2006) Habitat International , vol.30 , pp. 231-244
    • Wei, Y.D.1    Chi, K.L.2    Jun, L.3
  • 44
    • 57349182384 scopus 로고    scopus 로고
    • Past and projected rural land conversion in the US at state, regional, and national levels
    • White E M, Anita T M, Ralph J A, 2009, Past and projected rural land conversion in the US at state, regional, and national levels Landscape and Urban Planning 89 37-48
    • (2009) Landscape and Urban Planning , vol.89 , pp. 37-48
    • White, E.M.1    Anita, T.M.2    Ralph, J.A.3
  • 45
    • 0027714248 scopus 로고
    • Cellular automata and fractal urban form: A cellular modelling approach to the evolution of urban land-use patterns
    • White R, Engelen G, 1993, Cellular automata and fractal urban form: a cellular modelling approach to the evolution of urban land-use patterns Environment and Planning A 25 1175-1199
    • (1993) Environment and Planning A , vol.25 , pp. 1175-1199
    • White, R.1    Engelen, G.2
  • 46
    • 0030856252 scopus 로고    scopus 로고
    • The use of constrained cellular automata for high-resolution modelling of urban land use dynamics
    • White R, Engelen G, Uijee I, 1997, The use of constrained cellular automata for high-resolution modelling of urban land use dynamics Environment and Planning B: Planning and Design 24 323-343
    • (1997) Environment and Planning B: Planning and Design , vol.24 , pp. 323-343
    • White, R.1    Engelen, G.2    Uijee, I.3
  • 47
    • 0031944898 scopus 로고    scopus 로고
    • SimLand: A prototype to simulate land conversion through the integrated GIS and CA with AHP-derived transition rules
    • Wu F, 1998, SimLand: a prototype to simulate land conversion through the integrated GIS and CA with AHP-derived transition rules International Journal of Geographical Information Science 12 63-82
    • (1998) International Journal of Geographical Information Science , vol.12 , pp. 63-82
    • Wu, F.1
  • 48
    • 0036893382 scopus 로고    scopus 로고
    • Calibration of stochastic cellular automata: The application to rural-urban land conversions
    • Wu F, 2002, Calibration of stochastic cellular automata: the application to rural-urban land conversions International Journal of Geographical Information Science 16 795-818
    • (2002) International Journal of Geographical Information Science , vol.16 , pp. 795-818
    • Wu, F.1
  • 49
    • 0031921446 scopus 로고    scopus 로고
    • Simulation of land development through the integration of cellular automata and multicriteria evaluation
    • Wu F, Webster C J, 1998, Simulation of land development through the integration of cellular automata and multicriteria evaluation Environment and Planning B: Planning and Design 25 103-126
    • (1998) Environment and Planning B: Planning and Design , vol.25 , pp. 103-126
    • Wu, F.1    Webster, C.J.2
  • 50
    • 40949111342 scopus 로고    scopus 로고
    • Cellular automata for simulating land use changes based on support vector machines
    • Yang Q, Li X, Shi X, 2008, Cellular automata for simulating land use changes based on support vector machines Computers and Geosciences 34 592-602
    • (2008) Computers and Geosciences , vol.34 , pp. 592-602
    • Yang, Q.1    Li, X.2    Shi, X.3
  • 52
    • 79952112097 scopus 로고    scopus 로고
    • Temporal and spatial characteristics of the urban heat island during rapid urbanization in Shanghai, China
    • Zhang K, Wang R, Shen C, Da L, 2010, Temporal and spatial characteristics of the urban heat island during rapid urbanization in Shanghai, China Environmental Monitoring and Assessment 169 101-112
    • (2010) Environmental Monitoring and Assessment , vol.169 , pp. 101-112
    • Zhang, K.1    Wang, R.2    Shen, C.3    Da, L.4


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