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Volumn 153, Issue , 2016, Pages 11-27

Cellular automata modeling approaches to forecast urban growth for adana, Turkey: A comparative approach

Author keywords

Logistic regression; Regression tree,; SLEUTH; Urban modeling

Indexed keywords

CELLULAR AUTOMATA; CELLULAR NEURAL NETWORKS; FORESTRY; LOGISTIC REGRESSION; MARKOV CHAINS; ROBOTS;

EID: 84966271573     PISSN: 01692046     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.landurbplan.2016.04.017     Document Type: Article
Times cited : (136)

References (79)
  • 3
    • 70350661952 scopus 로고    scopus 로고
    • Cellular automata and neural networks as a modeling framework for this simulation of urban land use change
    • Almeida C.M., Gleriani J.M. Cellular automata and neural networks as a modeling framework for this simulation of urban land use change. Anais XII simpósio brasileiro de sensoriamento remoto 2005, 3697-3705.
    • (2005) Anais XII simpósio brasileiro de sensoriamento remoto , pp. 3697-3705
    • Almeida, C.M.1    Gleriani, J.M.2
  • 5
    • 0346256521 scopus 로고    scopus 로고
    • Land-use change and urbanization of Adana Turkey
    • Alphan H. Land-use change and urbanization of Adana Turkey. Land Degradation & Development 2008, 14:575-586.
    • (2008) Land Degradation & Development , vol.14 , pp. 575-586
    • Alphan, H.1
  • 9
    • 0019715487 scopus 로고
    • Urban models
    • Routledge and Kegan Paul, London, N. Wrigley, R.J. Bennett (Eds.)
    • Batty M. Urban models. Quantitative geography: a british view 1981, 181-191. Routledge and Kegan Paul, London. N. Wrigley, R.J. Bennett (Eds.).
    • (1981) Quantitative geography: a british view , pp. 181-191
    • Batty, M.1
  • 10
    • 0034104554 scopus 로고    scopus 로고
    • The integration of spectral and textural information using neural networks for land cover mapping in the Mediterranean
    • Berberoğlu S., Lloyd C.D., Atkinson P.M., Curran P.J. The integration of spectral and textural information using neural networks for land cover mapping in the Mediterranean. Computers and Geosciences 2000, 26:385-396.
    • (2000) Computers and Geosciences , vol.26 , pp. 385-396
    • Berberoğlu, S.1    Lloyd, C.D.2    Atkinson, P.M.3    Curran, P.J.4
  • 11
    • 0027387783 scopus 로고
    • Scale dependencies of vegetation and topography in mountainous environment of Montana
    • Bian L., Walsh S.J. Scale dependencies of vegetation and topography in mountainous environment of Montana. Professional Geographer 1992, 45:1-11.
    • (1992) Professional Geographer , vol.45 , pp. 1-11
    • Bian, L.1    Walsh, S.J.2
  • 13
    • 1942540067 scopus 로고    scopus 로고
    • Assessing development pressure in the Chesapeake Bay watershed: an evaluation of two land-use change models
    • Claggett P., Jantz C.A., Goetz S.J., Bisland C. Assessing development pressure in the Chesapeake Bay watershed: an evaluation of two land-use change models. Environmental Monitoring and Assessment 2004, 94:129-146.
    • (2004) Environmental Monitoring and Assessment , vol.94 , pp. 129-146
    • Claggett, P.1    Jantz, C.A.2    Goetz, S.J.3    Bisland, C.4
  • 14
    • 0032447095 scopus 로고    scopus 로고
    • Loose-coupling a cellular automaton model and GIS: long-term urban growth prediction for San Francisco and Washington/Baltimore
    • Clarke K., Gaydos C. Loose-coupling a cellular automaton model and GIS: long-term urban growth prediction for San Francisco and Washington/Baltimore. International Journal of Geographical Information Science 1998, 12:699-714.
    • (1998) International Journal of Geographical Information Science , vol.12 , pp. 699-714
    • Clarke, K.1    Gaydos, C.2
  • 15
    • 0000750406 scopus 로고    scopus 로고
    • A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay Area
    • Clarke K.C., Hoppen S., Gaydos L. A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay Area. Environmental and Planning B 1997, 24:247-261.
    • (1997) Environmental and Planning B , vol.24 , pp. 247-261
    • Clarke, K.C.1    Hoppen, S.2    Gaydos, L.3
  • 16
    • 85006708326 scopus 로고    scopus 로고
    • Mapping and modeling land use change: an application of the SLEUTH model
    • Springer, Berlin, C. Pettit, W. Cartwright, I. Bishop, K. Lowell, D. Pullar, D. Duncan (Eds.)
    • Clarke K.C. Mapping and modeling land use change: an application of the SLEUTH model. Landscape analysis and visualization: spatial models for natural resource management and planning 2008, 353-366. Springer, Berlin. C. Pettit, W. Cartwright, I. Bishop, K. Lowell, D. Pullar, D. Duncan (Eds.).
    • (2008) Landscape analysis and visualization: spatial models for natural resource management and planning , pp. 353-366
    • Clarke, K.C.1
  • 18
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton R.G. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing Environment 1991, 37:35-46.
    • (1991) Remote Sensing Environment , vol.37 , pp. 35-46
    • Congalton, R.G.1
  • 19
    • 85028893965 scopus 로고    scopus 로고
    • Land use scenarios: a communication tool with local Communities
    • Springer-Verlag, Dinamica Project, 2013 , M. Paegelow, M.T. Camacho Olmedo (Eds.)
    • Cuevas G., Mas J.F. Land use scenarios: a communication tool with local Communities. Modeling environmental dynamics 2008, Springer-Verlag, Dinamica Project, 2013. http://www.csr.ufmg.br/dinamica/. M. Paegelow, M.T. Camacho Olmedo (Eds.).
    • (2008) Modeling environmental dynamics
    • Cuevas, G.1    Mas, J.F.2
  • 20
    • 84924631606 scopus 로고    scopus 로고
    • Modeling and reasoning with Bayesian networks
    • Darwiche A. Modeling and reasoning with Bayesian networks. Cambridge 2009.
    • (2009) Cambridge
    • Darwiche, A.1
  • 21
    • 84966267536 scopus 로고    scopus 로고
    • Dinamica Project, 2013. http://www.csr.ufmg.br/dinamica/.
    • (2013)
  • 23
    • 84966277529 scopus 로고
    • Erdas Inc., Atlanta USA
    • ERDAS Field Guide, V.7.5 1991, Erdas Inc., Atlanta USA. 2nd ed.
    • (1991) V.7.5
  • 24
    • 38349061062 scopus 로고    scopus 로고
    • Temporal and spatial change detecting (1998-2003) and predicting of land use and land cover in core corridor of Pearl River Delta (China) by using TM and ETM+ images
    • Fan F., Wang Y., Wang Z. Temporal and spatial change detecting (1998-2003) and predicting of land use and land cover in core corridor of Pearl River Delta (China) by using TM and ETM+ images. Environmental Monitoring and Assessment 2008, 137:127-147.
    • (2008) Environmental Monitoring and Assessment , vol.137 , pp. 127-147
    • Fan, F.1    Wang, Y.2    Wang, Z.3
  • 27
    • 78650217395 scopus 로고    scopus 로고
    • Modeling intra-urban dynamics in the Savassi neighbourhood, Belo Horizonte city, Brazil
    • Springer-Verlag, M. Paegelow, M.T. Camacho Olmedo (Eds.)
    • Godoy M.M.G., Soares-Filho B.S. Modeling intra-urban dynamics in the Savassi neighbourhood, Belo Horizonte city, Brazil. Modeling environmental dynamics 2008, Springer-Verlag. M. Paegelow, M.T. Camacho Olmedo (Eds.).
    • (2008) Modeling environmental dynamics
    • Godoy, M.M.G.1    Soares-Filho, B.S.2
  • 29
    • 0003425664 scopus 로고    scopus 로고
    • Support vector machines for classification and regression
    • Gunn R.S. Support vector machines for classification and regression. Technical Report 1998.
    • (1998) Technical Report
    • Gunn, R.S.1
  • 30
    • 84934300959 scopus 로고    scopus 로고
    • Identifying potential areas of understorey coffee in Ethiopiás highlands using predictive modeling
    • Hailu B.T., Maeda E.E., Pellikka P., Pfeifer M. Identifying potential areas of understorey coffee in Ethiopiás highlands using predictive modeling. International Journal of Remote Sensing 2015, 36:2898-2919.
    • (2015) International Journal of Remote Sensing , vol.36 , pp. 2898-2919
    • Hailu, B.T.1    Maeda, E.E.2    Pellikka, P.3    Pfeifer, M.4
  • 31
    • 36148984256 scopus 로고    scopus 로고
    • Modeling urban growth in Atlanta using logistic regression
    • Hu Z., Lo C. Modeling urban growth in Atlanta using logistic regression. Computers, Environment and Urban Systems 2007, 31:667-688.
    • (2007) Computers, Environment and Urban Systems , vol.31 , pp. 667-688
    • Hu, Z.1    Lo, C.2
  • 33
    • 1942533415 scopus 로고    scopus 로고
    • Using the SLEUTH urban growth model to simulate the impacts of future policy scenarios on land use in the Baltimore-Washington metropolitan area
    • Jantz C.J., Goetz S.J., Smith A.J., Shelly M. Using the SLEUTH urban growth model to simulate the impacts of future policy scenarios on land use in the Baltimore-Washington metropolitan area. Environment and Planning B 2003, 31:251-271.
    • (2003) Environment and Planning B , vol.31 , pp. 251-271
    • Jantz, C.J.1    Goetz, S.J.2    Smith, A.J.3    Shelly, M.4
  • 34
    • 84966292239 scopus 로고    scopus 로고
    • Determination and monitoring of land use changes by using quickbird satellite data and aerial photographs in a selected area of the Northern Adana in Turkey
    • Kitiş C., Şenol S. Determination and monitoring of land use changes by using quickbird satellite data and aerial photographs in a selected area of the Northern Adana in Turkey. Eurasian Journal of Soil Science 2013, 2:131-139.
    • (2013) Eurasian Journal of Soil Science , vol.2 , pp. 131-139
    • Kitiş, C.1    Şenol, S.2
  • 35
    • 57049188745 scopus 로고    scopus 로고
    • Review of multi-criteria decision aid for integrated sustainability assessment of urban water systems
    • Lai E.S., Lundie S., Ashbolt N.J. Review of multi-criteria decision aid for integrated sustainability assessment of urban water systems. Urban Water Journal 2008, 5:315-327.
    • (2008) Urban Water Journal , vol.5 , pp. 315-327
    • Lai, E.S.1    Lundie, S.2    Ashbolt, N.J.3
  • 37
    • 33750628279 scopus 로고    scopus 로고
    • An extended cellular automaton using case-based reasoning for simulating urban development in a large complex region
    • Li X., Liu X. An extended cellular automaton using case-based reasoning for simulating urban development in a large complex region. International Journal of Geographical Information Science 2006, 20:1109-1136.
    • (2006) International Journal of Geographical Information Science , vol.20 , pp. 1109-1136
    • Li, X.1    Liu, X.2
  • 38
    • 0034117315 scopus 로고    scopus 로고
    • Modeling sustainable urban development by the integration of constrained cellular automata and GIS
    • Li X., Yeh A.G. Modeling sustainable urban development by the integration of constrained cellular automata and GIS. International Journal of Geographical Information Science 2000, 14:131-152.
    • (2000) International Journal of Geographical Information Science , vol.14 , pp. 131-152
    • Li, X.1    Yeh, A.G.2
  • 39
    • 0036332937 scopus 로고    scopus 로고
    • Neural-network-based cellular automata for simulating multiple land use changes using GIS
    • Li X., Yeh A.G. Neural-network-based cellular automata for simulating multiple land use changes using GIS. International Journal of Geographical Information Science 2002, 16:323-343.
    • (2002) International Journal of Geographical Information Science , vol.16 , pp. 323-343
    • Li, X.1    Yeh, A.G.2
  • 41
    • 0035450474 scopus 로고    scopus 로고
    • Multi-actor based land use modeling: spatial planning using agents
    • Ligtenberg A., Bregt A., Lammeren R. Multi-actor based land use modeling: spatial planning using agents. Landscape and Urban Planning 2001, 56:21-33.
    • (2001) Landscape and Urban Planning , vol.56 , pp. 21-33
    • Ligtenberg, A.1    Bregt, A.2    Lammeren, R.3
  • 43
    • 84945493855 scopus 로고    scopus 로고
    • Future forest cover change scenarios with implications for landslide risk: an example from buzau subcarpathians, Romania
    • Malek Z., Boerboom L., Glade T. Future forest cover change scenarios with implications for landslide risk: an example from buzau subcarpathians, Romania. Environmental Management 2015, 10.1007/s00267-015-0577-y.
    • (2015) Environmental Management
    • Malek, Z.1    Boerboom, L.2    Glade, T.3
  • 45
  • 47
    • 84966352171 scopus 로고    scopus 로고
    • Preface
    • Taylor and Francis, London, S. Openshaw, R.J. Abrahart (Eds.)
    • Openshaw S., Abrahart R.J. Preface. GeoComputation 2000, Taylor and Francis, London. S. Openshaw, R.J. Abrahart (Eds.).
    • (2000) GeoComputation
    • Openshaw, S.1    Abrahart, R.J.2
  • 48
    • 78649995088 scopus 로고    scopus 로고
    • Prediction and comparison of urban growth by land suitability index mapping using GIS and RS in South Korea
    • Park S.Y., Jeon S.W., Kim S.Y., Choi C.U. Prediction and comparison of urban growth by land suitability index mapping using GIS and RS in South Korea. Landscape and Urban Planning 2011, 99:104-114.
    • (2011) Landscape and Urban Planning , vol.99 , pp. 104-114
    • Park, S.Y.1    Jeon, S.W.2    Kim, S.Y.3    Choi, C.U.4
  • 50
    • 79956324768 scopus 로고    scopus 로고
    • Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment
    • Pontius R.G., Millones M. Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment. Journal of Remote Sensing 2011, 32:4407-4429.
    • (2011) Journal of Remote Sensing , vol.32 , pp. 4407-4429
    • Pontius, R.G.1    Millones, M.2
  • 51
    • 0343724635 scopus 로고    scopus 로고
    • Land-cover change model validation by an ROC method for the Ipswich watershed, Massachusetts, USA
    • Pontius R.G., Schneider L.C. Land-cover change model validation by an ROC method for the Ipswich watershed, Massachusetts, USA. Agriculture, Ecosystems and Environment 2001, 85:239-248.
    • (2001) Agriculture, Ecosystems and Environment , vol.85 , pp. 239-248
    • Pontius, R.G.1    Schneider, L.C.2
  • 52
    • 34547663969 scopus 로고    scopus 로고
    • Modeling the spatial pattern of land-use change with geomod2: application and validation for Costa Rica agriculture
    • Pontius R.G., Cornell J.D., Hall C.A.S. Modeling the spatial pattern of land-use change with geomod2: application and validation for Costa Rica agriculture. Ecosystems and Environment 2001, 1775:1-13.
    • (2001) Ecosystems and Environment , vol.1775 , pp. 1-13
    • Pontius, R.G.1    Cornell, J.D.2    Hall, C.A.S.3
  • 55
    • 0022471098 scopus 로고
    • Learning representations by back-propagation errors
    • Rumelhart D.E., Hinton G.E., Williams R.J. Learning representations by back-propagation errors. Nature 1986, 323:533-536.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 56
    • 84966292248 scopus 로고    scopus 로고
    • Adana Şehrinin alansal gelişimi ve yakin Çevresinin arazi kullaniminda meydana gelen değişimler
    • Sönmez M.E. Adana Şehrinin alansal gelişimi ve yakin Çevresinin arazi kullaniminda meydana gelen değişimler. Türk Coğrafya Dergisi 2012, 57:55-69.
    • (2012) Türk Coğrafya Dergisi , vol.57 , pp. 55-69
    • Sönmez, M.E.1
  • 57
    • 0344835869 scopus 로고    scopus 로고
    • Applications of neural networks in transportation planning
    • Shmueli D. Applications of neural networks in transportation planning. Progress in Planning 1998, 50:141-204.
    • (1998) Progress in Planning , vol.50 , pp. 141-204
    • Shmueli, D.1
  • 58
    • 0036837318 scopus 로고    scopus 로고
    • Calibration of the SLEUTH urban growth model for Lisbon and Porto Portugal Computers
    • Silva E.A., Clarke K.C. Calibration of the SLEUTH urban growth model for Lisbon and Porto Portugal Computers. Environment and Urban Systems 2002, 26:525-552.
    • (2002) Environment and Urban Systems , vol.26 , pp. 525-552
    • Silva, E.A.1    Clarke, K.C.2
  • 60
    • 0036722010 scopus 로고    scopus 로고
    • DINAMICA-a stochastic cellular automata model designed to simulate the landscape dynamics in an Amazonian colonization frontier
    • Soares-Filho B.S., Pennachin C.L., Cerqueira G. DINAMICA-a stochastic cellular automata model designed to simulate the landscape dynamics in an Amazonian colonization frontier. Ecological Modeling 2002, 154:217-235.
    • (2002) Ecological Modeling , vol.154 , pp. 217-235
    • Soares-Filho, B.S.1    Pennachin, C.L.2    Cerqueira, G.3
  • 64
    • 77952746391 scopus 로고    scopus 로고
    • Derivation of a yearly transition probability matrix for land-use dynamics and its applications
    • Takada T., Miyamoto A., Hasegawa S.F. Derivation of a yearly transition probability matrix for land-use dynamics and its applications. Landscape Ecology 2010, 25(4):561-572.
    • (2010) Landscape Ecology , vol.25 , Issue.4 , pp. 561-572
    • Takada, T.1    Miyamoto, A.2    Hasegawa, S.F.3
  • 65
    • 34547676087 scopus 로고    scopus 로고
    • Spatio-temporal urban landscape change analysis using the Markov chain model and a modified genetic algorithm
    • Tang J., Wang L., Yao Z. Spatio-temporal urban landscape change analysis using the Markov chain model and a modified genetic algorithm. International Journal of Remote Sensing 2007, 28:3255-3271.
    • (2007) International Journal of Remote Sensing , vol.28 , pp. 3255-3271
    • Tang, J.1    Wang, L.2    Yao, Z.3
  • 66
  • 69
    • 0035838567 scopus 로고    scopus 로고
    • A remote sensing-GIS evaluation of urban expansion and its impact on surface temperature in the Zhujiang Delta, China
    • Weng Q. A remote sensing-GIS evaluation of urban expansion and its impact on surface temperature in the Zhujiang Delta, China. International Journal of Remote Sensing 2001, 22:1999-2014.
    • (2001) International Journal of Remote Sensing , vol.22 , pp. 1999-2014
    • Weng, Q.1
  • 70
    • 0027714248 scopus 로고
    • Cellular automata and fractal urban form: a cellular modeling approach to the evolution of urban land use patterns
    • White R., Engelen G. Cellular automata and fractal urban form: a cellular modeling approach to the evolution of urban land use patterns. Environment and Planning A 1993, 25:1175-1199.
    • (1993) Environment and Planning A , vol.25 , pp. 1175-1199
    • White, R.1    Engelen, G.2
  • 71
    • 0001304054 scopus 로고    scopus 로고
    • Cellular automaton as the basis of integrated dynamic regional modeling
    • White R.W., Engelen G. Cellular automaton as the basis of integrated dynamic regional modeling. Environmental and Planning B 1997, 24:235-246.
    • (1997) Environmental and Planning B , vol.24 , pp. 235-246
    • White, R.W.1    Engelen, G.2
  • 73
    • 0036797570 scopus 로고    scopus 로고
    • Urban expansion simulation of Southeast England using population surface modeling and cellular automata
    • Wu F., Martin D. Urban expansion simulation of Southeast England using population surface modeling and cellular automata. Environment and Planning A 2002, 34:1855-1876.
    • (2002) Environment and Planning A , vol.34 , pp. 1855-1876
    • Wu, F.1    Martin, D.2
  • 74
    • 0031921446 scopus 로고    scopus 로고
    • Simulation of land development through the integration of cellular automata and multicriteria evaluation
    • Wu F., Webster C.J. Simulation of land development through the integration of cellular automata and multicriteria evaluation. Environment and Planning B 1998, 25:103-126.
    • (1998) Environment and Planning B , vol.25 , pp. 103-126
    • Wu, F.1    Webster, C.J.2
  • 75
    • 22744440977 scopus 로고    scopus 로고
    • Assessments of urban growth in the Tampa Bay watershed using remote sensing data
    • Xian G., Crane M. Assessments of urban growth in the Tampa Bay watershed using remote sensing data. Remote Sensing of Environment 2005, 97:203-215.
    • (2005) Remote Sensing of Environment , vol.97 , pp. 203-215
    • Xian, G.1    Crane, M.2
  • 76
    • 0000503427 scopus 로고    scopus 로고
    • A generalized model for cellular urban dynamics
    • Xie Y. A generalized model for cellular urban dynamics. Geographical Analysis 1996, 28:350-373.
    • (1996) Geographical Analysis , vol.28 , pp. 350-373
    • Xie, Y.1
  • 78
    • 18844477033 scopus 로고    scopus 로고
    • Growth estimations in settlement planning using a land use cellular automata model LUCAM'
    • Yüzer M.A. Growth estimations in settlement planning using a land use cellular automata model LUCAM'. European Planning Studies 2004, 12:551-561.
    • (2004) European Planning Studies , vol.12 , pp. 551-561
    • Yüzer, M.A.1


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