메뉴 건너뛰기




Volumn 27, Issue 3, 2013, Pages 594-613

Calibrating cellular automata based on landscape metrics by using genetic algorithms

Author keywords

calibration; cellular automata; genetic algorithms; land use; landscape metrics

Indexed keywords

CALIBRATION; CELLULAR AUTOMATON; GENETIC ALGORITHM; LAND USE CHANGE; LANDSCAPE EVOLUTION; SENSITIVITY ANALYSIS; URBAN AREA;

EID: 84875936037     PISSN: 13658816     EISSN: 13623087     Source Type: Journal    
DOI: 10.1080/13658816.2012.698391     Document Type: Article
Times cited : (88)

References (56)
  • 1
    • 0034714123 scopus 로고    scopus 로고
    • The DivGame simulator: a stochastic cellular automata model of rainforest dynamics
    • Alonso, D. and Sole, R.V. 2000. The DivGame simulator: a stochastic cellular automata model of rainforest dynamics. Ecological Modelling, 133: 131-141.
    • (2000) Ecological Modelling , vol.133 , pp. 131-141
    • Alonso, D.1    Sole, R.V.2
  • 5
    • 79957965484 scopus 로고    scopus 로고
    • Estimating the relationship between urban forms and energy consumption: a case study in the Pearl River Delta, 2005-2008
    • Chen, Y. 2011. Estimating the relationship between urban forms and energy consumption: a case study in the Pearl River Delta, 2005-2008. Landscape and Urban Planning, 102: 33-42.
    • (2011) Landscape and Urban Planning , vol.102 , pp. 33-42
    • Chen, Y.1
  • 7
    • 84855738526 scopus 로고    scopus 로고
    • Not developed yet? Alternative ways to include locations without changes in land use change models
    • Conway, T.M. and Wellen, C.C. 2011. Not developed yet? Alternative ways to include locations without changes in land use change models. International Journal of Geographical Information Science, 25(10): 1613-1631.
    • (2011) International Journal of Geographical Information Science , vol.25 , Issue.10 , pp. 1613-1631
    • Conway, T.M.1    Wellen, C.C.2
  • 8
    • 0023768205 scopus 로고
    • Of mice and men: what rodent populations can teach us about complex spatial dynamics
    • Couclelis, H. 1988. Of mice and men: what rodent populations can teach us about complex spatial dynamics. Environment and Planning A, 20: 99-109.
    • (1988) Environment and Planning A , vol.20 , pp. 99-109
    • Couclelis, H.1
  • 9
  • 10
    • 0028844830 scopus 로고
    • Raster procedures for multi-criteria/multi-objective decisions
    • Eastman, J.R. 1995. Raster procedures for multi-criteria/multi-objective decisions. Photogrammetric Engineering and Remote Sensing, 61: 539-547.
    • (1995) Photogrammetric Engineering and Remote Sensing , vol.61 , pp. 539-547
    • Eastman, J.R.1
  • 11
    • 33750613911 scopus 로고    scopus 로고
    • Reconstructing forest savanna dynamics in Africa using a cellular automata model, FORSAT
    • Favier, C. and Dubois, M.A. 2004. Reconstructing forest savanna dynamics in Africa using a cellular automata model, FORSAT. Lecture Notes in Computer Science, 3305: 484-491.
    • (2004) Lecture Notes in Computer Science , vol.3305 , pp. 484-491
    • Favier, C.1    Dubois, M.A.2
  • 13
    • 0033771276 scopus 로고    scopus 로고
    • An aggregation index (AI) to quantify spatial patterns of landscapes
    • He, H.S., DeZonia, B.E. and Mladenoff, D.J. 2000. An aggregation index (AI) to quantify spatial patterns of landscapes. Landscape Ecology, 15: 591-601.
    • (2000) Landscape Ecology , vol.15 , pp. 591-601
    • He, H.S.1    DeZonia, B.E.2    Mladenoff, D.J.3
  • 14
    • 16844380614 scopus 로고    scopus 로고
    • The role of spatial metrics in the analysis and modeling of urban land use change
    • Herold, M., Couclelis, H. and Clarke, K.C. 2005. The role of spatial metrics in the analysis and modeling of urban land use change. Computers, Environment and Urban Systems, 29: 369-399.
    • (2005) Computers, Environment and Urban Systems , vol.29 , pp. 369-399
    • Herold, M.1    Couclelis, H.2    Clarke, K.C.3
  • 15
    • 0141569027 scopus 로고    scopus 로고
    • The spatiotemporal form of urban growth: measurement, analysis and modeling
    • Herold, M., Goldstein, N.C. and Clarke, K.C. 2003. The spatiotemporal form of urban growth: measurement, analysis and modeling. Remote Sensing of Environment, 86: 286-302.
    • (2003) Remote Sensing of Environment , vol.86 , pp. 286-302
    • Herold, M.1    Goldstein, N.C.2    Clarke, K.C.3
  • 16
    • 0036670409 scopus 로고    scopus 로고
    • The use of remote sensing and landscape metrics to describe structures and changes in urban land uses
    • Herold, M., Scepan, J. and Clarke, K.C. 2002. The use of remote sensing and landscape metrics to describe structures and changes in urban land uses. Environment and Planning A, 34: 1443-1458.
    • (2002) Environment and Planning A , vol.34 , pp. 1443-1458
    • Herold, M.1    Scepan, J.2    Clarke, K.C.3
  • 18
    • 0033972121 scopus 로고    scopus 로고
    • Landscape division, splitting index, and effective mesh size: new measures of landscape fragmentation
    • Jaeger, J.A.G. 2000. Landscape division, splitting index, and effective mesh size: new measures of landscape fragmentation. Landscape Ecology, 15: 115-130.
    • (2000) Landscape Ecology , vol.15 , pp. 115-130
    • Jaeger, J.A.G.1
  • 20
    • 85148785545 scopus 로고    scopus 로고
    • Modeling effects of spatial pattern, drought, and grazing on rates of rangeland degradation: a combined Markov and cellular automaton approach
    • In: Quattrochi D.A., Goodchild M. F., editors New York, New York,: Lewis Publishers
    • Li, H. and Reynolds, J.F. 1997. "Modeling effects of spatial pattern, drought, and grazing on rates of rangeland degradation: a combined Markov and cellular automaton approach". In Scale in remote sensing and GIS, Edited by: Quattrochi, D.A. and Goodchild, M. F. 211-230. New York: Lewis Publishers.
    • (1997) Scale in remote sensing and GIS , pp. 211-230
    • Li, H.1    Reynolds, J.F.2
  • 21
    • 79953059186 scopus 로고    scopus 로고
    • Emergence of bottom-up models as a tool for landscape simulation and planning
    • Li, X. 2011. Emergence of bottom-up models as a tool for landscape simulation and planning. Landscape and Urban Planning, 100: 393-395.
    • (2011) Landscape and Urban Planning , vol.100 , pp. 393-395
    • Li, X.1
  • 22
    • 79957856304 scopus 로고    scopus 로고
    • Concepts, methodologies, and tools of an integrated geographical simulation and optimization system
    • Li, X. 2011. Concepts, methodologies, and tools of an integrated geographical simulation and optimization system. International Journal of Geographical Information Science, 25: 633-655.
    • (2011) International Journal of Geographical Information Science , vol.25 , pp. 633-655
    • Li, X.1
  • 23
    • 42749091520 scopus 로고    scopus 로고
    • Discovering and evaluating urban signatures for simulating compact development using cellular automata
    • Li, X., Yang, Q. and Liu, X. 2008. Discovering and evaluating urban signatures for simulating compact development using cellular automata. Landscape and Urban Planning, 86: 177-186.
    • (2008) Landscape and Urban Planning , vol.86 , pp. 177-186
    • Li, X.1    Yang, Q.2    Liu, X.3
  • 24
    • 0034117315 scopus 로고    scopus 로고
    • Modelling sustainable urban development by the integration of constrained cellular automata and GIS
    • Li, X. and Yeh, A.G.O. 2000. Modelling sustainable urban development by the integration of constrained cellular automata and GIS. International Journal of Geographical Information Science, 14: 131-152.
    • (2000) International Journal of Geographical Information Science , vol.14 , pp. 131-152
    • Li, X.1    Yeh, A.G.O.2
  • 25
    • 0036332937 scopus 로고    scopus 로고
    • Neural-network-based cellular automata for simulating multiple land use changes using GIS
    • Li, X. and Yeh, A.G.O. 2002. 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
  • 27
    • 79951746677 scopus 로고    scopus 로고
    • Predictive ability of logistic regression, auto-logistic regression and neural network models in empirical land-use change modeling - a case study
    • Lin, Y.P. 2011. Predictive ability of logistic regression, auto-logistic regression and neural network models in empirical land-use change modeling-a case study. International Journal of Geographical Information Science, 25: 65-87.
    • (2011) International Journal of Geographical Information Science , vol.25 , pp. 65-87
    • Lin, Y.P.1
  • 30
    • 0003745709 scopus 로고
    • Portland, OR, Portland,: US Department of Agriculture, Forest Service, Pacific Northwest Research Station, Gen. Tech. Rep, PNW-GTR-351
    • McGarigal, K. and Marks, B.J. 1995. Spatial pattern analysis program for quantifying landscape structure, Portland, OR: US Department of Agriculture, Forest Service, Pacific Northwest Research Station, Gen. Tech. Rep. PNW-GTR-351
    • (1995) Spatial pattern analysis program for quantifying landscape structure
    • McGarigal, K.1    Marks, B.J.2
  • 31
    • 84861122662 scopus 로고    scopus 로고
    • The inclusion of differentially assessed lands in urban growth model calibration: a comparison of two approaches using SLEUTH
    • Onsted, J. and Clarke, K.C. 2011. The inclusion of differentially assessed lands in urban growth model calibration: a comparison of two approaches using SLEUTH. International Journal of Geographical Information Science, 1: 881-898.
    • (2011) International Journal of Geographical Information Science , vol.1 , pp. 881-898
    • Onsted, J.1    Clarke, K.C.2
  • 33
    • 0000465709 scopus 로고
    • Indices of landscape pattern
    • O'Neill, R.V. 1988. Indices of landscape pattern. Landscape Ecology, 1: 153-162.
    • (1988) Landscape Ecology , vol.1 , pp. 153-162
    • O'Neill, R.V.1
  • 34
    • 0001171726 scopus 로고    scopus 로고
    • Scale problems in reporting landscape pattern at the regional scale
    • O'Neill, R.V. 1996. Scale problems in reporting landscape pattern at the regional scale. Landscape Ecology, 11: 169-180.
    • (1996) Landscape Ecology , vol.11 , pp. 169-180
    • O'Neill, R.V.1
  • 35
    • 28344457777 scopus 로고    scopus 로고
    • Multi-agent systems for the simulation of land-use and land-cover change: a review
    • Parker, D.C. 2003. Multi-agent systems for the simulation of land-use and land-cover change: a review. Annals of the Association of American Geographers, 93: 314-337.
    • (2003) Annals of the Association of American Geographers , vol.93 , pp. 314-337
    • Parker, D.C.1
  • 37
    • 1242277836 scopus 로고    scopus 로고
    • Measuring pattern outcomes in an agent-based model of edge-effect externalities using spatial metrics
    • Parker, D.C. and Meretsky, V. 2004. Measuring pattern outcomes in an agent-based model of edge-effect externalities using spatial metrics. Agriculture, Ecosystems & Environment, 101: 233-250.
    • (2004) Agriculture, Ecosystems & Environment , vol.101 , pp. 233-250
    • Parker, D.C.1    Meretsky, V.2
  • 38
    • 84864753889 scopus 로고    scopus 로고
    • Denmark, Denmark, FIG Report, FIG Publication No 48, The International Federation of Surveyors (FIG), Kalvebod Brygge 31-33, DK-1780 Copenhagen V
    • Potsiou, C. 2010. Rapid Urbanization and Mega Cities: The Need for Spatial Information Management Denmark FIG Report, FIG Publication No 48, The International Federation of Surveyors (FIG), Kalvebod Brygge 31-33, DK-1780 Copenhagen V
    • (2010) Rapid Urbanization and Mega Cities: The Need for Spatial Information Management
    • Potsiou, C.1
  • 39
    • 36348937663 scopus 로고    scopus 로고
    • Comparing the input, output, and validation maps for several models of land change
    • Pontius, R.G. 2008. Comparing the input, output, and validation maps for several models of land change. Annals of Regional Science, 42: 11-37.
    • (2008) Annals of Regional Science , vol.42 , pp. 11-37
    • Pontius, R.G.1
  • 40
    • 0036837318 scopus 로고    scopus 로고
    • Calibration of the SLEUTH urban growth model for Lisbon and Porto, Portugal
    • Silva, E.A. and Clarke, K.C. 2002. Calibration of the SLEUTH urban growth model for Lisbon and Porto, Portugal. Computers, Environment and Urban Systems, 26: 525-552.
    • (2002) Computers, Environment and Urban Systems , vol.26 , pp. 525-552
    • Silva, E.A.1    Clarke, K.C.2
  • 41
    • 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., Coutinho Cerqueira, G. and Lopes Pennachin, C. 2002. DINAMICA-a stochastic cellular automata model designed to simulate the landscape dynamics in an Amazonian colonization frontier. Ecological Modelling, 154: 217-235.
    • (2002) Ecological Modelling , vol.154 , pp. 217-235
    • Soares-Filho, B.S.1    Coutinho Cerqueira, G.2    Lopes Pennachin, C.3
  • 43
    • 0344256594 scopus 로고    scopus 로고
    • Towards an automatic calibration procedure for constrained cellular automata
    • Straatman, B., White, R. and Engelen, G. 2004. Towards an automatic calibration procedure for constrained cellular automata. Computers, Environment and Urban Systems, 28: 149-170.
    • (2004) Computers, Environment and Urban Systems , vol.28 , pp. 149-170
    • Straatman, B.1    White, R.2    Engelen, G.3
  • 45
    • 0035969918 scopus 로고    scopus 로고
    • Modeling the dynamics of landscape structure in Asia's emerging desakota regions: a case study in Shenzhen
    • Sui, D.Z. and Zeng, H. 2001. Modeling the dynamics of landscape structure in Asia's emerging desakota regions: a case study in Shenzhen. Landscape and Urban Planning, 53: 37-52.
    • (2001) Landscape and Urban Planning , vol.53 , pp. 37-52
    • Sui, D.Z.1    Zeng, H.2
  • 47
    • 39749098745 scopus 로고    scopus 로고
    • A genetic algorithm rule-based approach for land-cover classification
    • Tseng, M.H. 2008. A genetic algorithm rule-based approach for land-cover classification. ISPRS Journal of Photogrammetry and Remote Sensing, 63: 202-212.
    • (2008) ISPRS Journal of Photogrammetry and Remote Sensing , vol.63 , pp. 202-212
    • Tseng, M.H.1
  • 49
    • 1242346046 scopus 로고    scopus 로고
    • A method to analyse neighbourhood characteristics of land use patterns
    • Verburg, P.H. 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
    • Verburg, P.H.1
  • 50
    • 0000313370 scopus 로고    scopus 로고
    • A dynamic modeling approach to simulating socioeconomic effects on landscape changes
    • Wang, Y. and Zhang, X. 2001. A dynamic modeling approach to simulating socioeconomic effects on landscape changes. Ecological Modelling, 140: 141-162.
    • (2001) Ecological Modelling , vol.140 , pp. 141-162
    • Wang, Y.1    Zhang, X.2
  • 51
    • 34249984374 scopus 로고    scopus 로고
    • Spatiotemporal changes of landscape pattern in response to urbanization
    • Weng, Y.C. 2007. Spatiotemporal changes of landscape pattern in response to urbanization. Landscape and Urban Planning, 81: 341-353.
    • (2007) Landscape and Urban Planning , vol.81 , pp. 341-353
    • Weng, Y.C.1
  • 53
    • 0030856252 scopus 로고    scopus 로고
    • The use of constrained cellular automata for high-resolution modelling of urban land-use dynamics
    • White, R., Engelen, G. and Uljee, 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: 323-344.
    • (1997) Environment and Planning B: Planning and Design , vol.24 , pp. 323-344
    • White, R.1    Engelen, G.2    Uljee, I.3
  • 54
    • 0031921446 scopus 로고    scopus 로고
    • Simulation of land development through the integration of cellular automata and multicriteria evaluation
    • Wu, F. and Webster, C.J. 1998. Simulation of land development through the integration of cellular automata and multicriteria evaluation. Environment and Planning B, 25: 103-126.
    • (1998) Environment and Planning B , vol.25 , pp. 103-126
    • Wu, F.1    Webster, C.J.2
  • 55
    • 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
  • 56
    • 0036253180 scopus 로고    scopus 로고
    • Using evolutionary algorithms to generate alternatives for multiobjective site-search problems
    • Xiao, N., Bennett, D.A. and Armstrong, M.P. 2002. Using evolutionary algorithms to generate alternatives for multiobjective site-search problems. Environment and Planning A, 34: 639-656.
    • (2002) Environment and Planning A , vol.34 , pp. 639-656
    • Xiao, N.1    Bennett, D.A.2    Armstrong, M.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.