메뉴 건너뛰기




Volumn 2, Issue 1, 2016, Pages

A spatiotemporal analysis of landscape change using an integrated Markov chain and cellular automata models

Author keywords

Cellular automata; Land cover change; Markov chain; Multi criteria evaluation

Indexed keywords

CELLULAR AUTOMATON; LAND COVER; LAND MANAGEMENT; LANDSCAPE CHANGE; MARKOV CHAIN; MODELING; MULTICRITERIA ANALYSIS; SPATIOTEMPORAL ANALYSIS;

EID: 85086784268     PISSN: 23636203     EISSN: 23636211     Source Type: Journal    
DOI: 10.1007/s40808-015-0068-4     Document Type: Article
Times cited : (113)

References (69)
  • 1
    • 84941808715 scopus 로고    scopus 로고
    • Modeling Urban Land Cover Growth Dynamics Using Multi-Temporal Satellite Images: a Case Study of Dhaka, Bangladesh
    • Ahmed B, Ahmed R (2012) Modeling Urban Land Cover Growth Dynamics Using Multi-Temporal Satellite Images: a Case Study of Dhaka, Bangladesh. ISPRS Int J Geo-Inf 1:3 DOI: 10.3390/ijgi1010003
    • (2012) ISPRS Int J Geo-Inf , vol.1 , pp. 3
    • Ahmed, B.1    Ahmed, R.2
  • 2
    • 0035160941 scopus 로고    scopus 로고
    • Long-term influences of livestock management and a non-native grass on grass dynamics in the Desert Grassland
    • Angell DL, McClaran MP (2001) Long-term influences of livestock management and a non-native grass on grass dynamics in the Desert Grassland. J Arid Environ 49:507–520. doi:10.1006/jare.2001.0811 DOI: 10.1006/jare.2001.0811
    • (2001) J Arid Environ , vol.49 , pp. 507-520
    • Angell, D.L.1    McClaran, M.P.2
  • 3
    • 84860390333 scopus 로고    scopus 로고
    • Analysis and modeling of urban land cover change in Setubal and sesimbra
    • Araya YH, Cabral P (2010) Analysis and modeling of urban land cover change in Setubal and sesimbra. Port Remote Sens 2:1549–1563 DOI: 10.3390/rs2061549
    • (2010) Port Remote Sens , vol.2 , pp. 1549-1563
    • Araya, Y.H.1    Cabral, P.2
  • 4
    • 84866942974 scopus 로고    scopus 로고
    • Landsat analysis of urban growth: how Tokyo became the world’s largest megacity during the last 40years
    • Bagan H, Yamagata Y (2012) Landsat analysis of urban growth: how Tokyo became the world’s largest megacity during the last 40years. Remote Sens Environ 127:210–222. doi:10.1016/j.rse.2012.09.011 DOI: 10.1016/j.rse.2012.09.011
    • (2012) Remote Sens Environ , vol.127 , pp. 210-222
    • Bagan, H.1    Yamagata, Y.2
  • 6
    • 84903769454 scopus 로고    scopus 로고
    • Land use changes modelling using advanced methods: cellular automata and artificial neural networks, The spatial and explicit representation of land cover dynamics at the cross-border region scale
    • Basse RM, Omrani H, Charif O, Gerber P, Bódis K (2014) Land use changes modelling using advanced methods: cellular automata and artificial neural networks, The spatial and explicit representation of land cover dynamics at the cross-border region scale. Appl Geogr 53:160–171. doi:10.1016/j.apgeog.2014.06.016 DOI: 10.1016/j.apgeog.2014.06.016
    • (2014) Appl Geogr , vol.53 , pp. 160-171
    • Basse, R.M.1    Omrani, H.2    Charif, O.3    Gerber, P.4    Bódis, K.5
  • 8
    • 33947574998 scopus 로고    scopus 로고
    • Combining top-down and bottom-up modelling approaches of land use/cover change to support public policies: application to sustainable management of natural resources in northern
    • Castella J-C, Pheng Kam S, Dinh Quang D, Verburg PH, Thai Hoanh C (2007) Combining top-down and bottom-up modelling approaches of land use/cover change to support public policies: application to sustainable management of natural resources in northern. Vietnam Land Use Policy 24:531–545. doi:10.1016/j.landusepol.2005.09.009 DOI: 10.1016/j.landusepol.2005.09.009
    • (2007) Vietnam Land Use Policy , vol.24 , pp. 531-545
    • Castella, J.-C.1    Pheng Kam, S.2    Dinh Quang, D.3    Verburg, P.H.4    Thai Hoanh, C.5
  • 10
    • 37249029120 scopus 로고    scopus 로고
    • Growth, population and industrialization, and urban land expansion of China
    • Deng X, Huang J, Rozelle S, Uchida E (2008) Growth, population and industrialization, and urban land expansion of China. J Urban Econ 63:96–115. doi:10.1016/j.jue.2006.12.006 DOI: 10.1016/j.jue.2006.12.006
    • (2008) J Urban Econ , vol.63 , pp. 96-115
    • Deng, X.1    Huang, J.2    Rozelle, S.3    Uchida, E.4
  • 11
    • 84455200427 scopus 로고    scopus 로고
    • A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery
    • Duro DC, Franklin SE, Dubé MG (2012) A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery. Remote Sens Environ 118:259–272. doi:10.1016/j.rse.2011.11.020 DOI: 10.1016/j.rse.2011.11.020
    • (2012) Remote Sens Environ , vol.118 , pp. 259-272
    • Duro, D.C.1    Franklin, S.E.2    Dubé, M.G.3
  • 12
    • 77951219027 scopus 로고    scopus 로고
    • Clark University, Worcester
    • Eastman JR (2006) IDRISI andes. Clark University, Worcester
    • (2006) IDRISI andes
    • Eastman, J.R.1
  • 13
    • 85021874473 scopus 로고    scopus 로고
    • Using cellular automata–markov analysis and multi criteria evaluation for predicting the shape of the dead sea
    • El-Hallaq MA, Habboub MO (2015) using cellular automata–markov analysis and multi criteria evaluation for predicting the shape of the dead sea advances in remote sensing, Vol. 04 No. 01:13 doi: 10.4236/ars.2015.41008
    • (2015) Advances in Remote Sensing , vol.4 , Issue.1 , pp. 13
    • El-Hallaq, M.A.1    Habboub, M.O.2
  • 14
    • 79957814431 scopus 로고    scopus 로고
    • 21st century climate change threatens mountain flora unequally across Europe
    • Engler R et al (2011) 21st century climate change threatens mountain flora unequally across Europe. Glob Change Biol 17:2330–2341. doi:10.1111/j.1365-2486.2010.02393.x DOI: 10.1111/j.1365-2486.2010.02393.x
    • (2011) Glob Change Biol , vol.17 , pp. 2330-2341
    • Engler, R.1
  • 17
    • 84897564625 scopus 로고    scopus 로고
    • The Ha Tien plain—wetland monitoring using remote-sensing techniques
    • Funkenberg T, Binh TT, Moder F, Dech S (2014) The Ha Tien plain—wetland monitoring using remote-sensing techniques. Int J Remote Sens 35:2893–2909. doi:10.1080/01431161.2014.890306 DOI: 10.1080/01431161.2014.890306
    • (2014) Int J Remote Sens , vol.35 , pp. 2893-2909
    • Funkenberg, T.1    Binh, T.T.2    Moder, F.3    Dech, S.4
  • 19
    • 80054098225 scopus 로고    scopus 로고
    • Modeling urban land use change by the integration of cellular automaton and Markov model
    • Guan D, Li H, Inohae T, Su W, Nagaie T, Hokao K (2011) Modeling urban land use change by the integration of cellular automaton and Markov model. Ecol Model 222:3761–3772. doi:10.1016/j.ecolmodel.2011.09.009 DOI: 10.1016/j.ecolmodel.2011.09.009
    • (2011) Ecol Model , vol.222 , pp. 3761-3772
    • Guan, D.1    Li, H.2    Inohae, T.3    Su, W.4    Nagaie, T.5    Hokao, K.6
  • 20
    • 0036497436 scopus 로고    scopus 로고
    • Determining key capabilities of a firm using analytic hierarchy process
    • Hafeez K, Zhang Y, Malak N (2002) Determining key capabilities of a firm using analytic hierarchy process. Int J Prod Econ 76:39–51. doi:10.1016/S0925-5273(01)00141-4 DOI: 10.1016/S0925-5273(01)00141-4
    • (2002) Int J Prod Econ , vol.76 , pp. 39-51
    • Hafeez, K.1    Zhang, Y.2    Malak, N.3
  • 21
    • 84870891331 scopus 로고    scopus 로고
    • A counterfactual scenario simulation approach for assessing the impact of farmland preservation policies on urban sprawl and food security in a major grain-producing area of China
    • He J, Liu Y, Yu Y, Tang W, Xiang W, Liu D (2013) A counterfactual scenario simulation approach for assessing the impact of farmland preservation policies on urban sprawl and food security in a major grain-producing area of China. Appl Geogr 37:127–138. doi:10.1016/j.apgeog.2012.11.005 DOI: 10.1016/j.apgeog.2012.11.005
    • (2013) Appl Geogr , vol.37 , pp. 127-138
    • He, J.1    Liu, Y.2    Yu, Y.3    Tang, W.4    Xiang, W.5    Liu, D.6
  • 22
    • 0000692776 scopus 로고
    • The Worldwide extent of land-use change: in the last few centuries, and particularly in the last several decades, effects of land-use change have become global
    • Houghton RA (1994) The Worldwide extent of land-use change: in the last few centuries, and particularly in the last several decades, effects of land-use change have become global. Bioscience 44:305–313. doi:10.2307/1312380 DOI: 10.2307/1312380
    • (1994) Bioscience , vol.44 , pp. 305-313
    • Houghton, R.A.1
  • 23
    • 36148984256 scopus 로고    scopus 로고
    • Modeling urban growth in Atlanta using logistic regression
    • Hu Z, Lo CP (2007) Modeling urban growth in Atlanta using logistic regression. Comput Environ and Urban Syst 31:667–688. doi:10.1016/j.compenvurbsys.2006.11.001 DOI: 10.1016/j.compenvurbsys.2006.11.001
    • (2007) Comput Environ and Urban Syst , vol.31 , pp. 667-688
    • Hu, Z.1    Lo, C.P.2
  • 24
    • 0037138473 scopus 로고    scopus 로고
    • An assessment of support vector machines for land cover classification
    • Huang C, Davis LS, Townshend JRG (2002) An assessment of support vector machines for land cover classification. Int J Remote Sens 23:725–749. doi:10.1080/01431160110040323 DOI: 10.1080/01431160110040323
    • (2002) Int J Remote Sens , vol.23 , pp. 725-749
    • Huang, C.1    Davis, L.S.2    Townshend, J.R.G.3
  • 25
    • 34250303966 scopus 로고    scopus 로고
    • Projected impacts of climate and land-use change on the global diversity of birds
    • Jetz W, Wilcove DS, Dobson AP (2007) Projected impacts of climate and land-use change on the global diversity of birds. PLoS Biol 5:e157. doi:10.1371/journal.pbio.0050157 DOI: 10.1371/journal.pbio.0050157
    • (2007) PLoS Biol , vol.5
    • Jetz, W.1    Wilcove, D.S.2    Dobson, A.P.3
  • 26
    • 67649229517 scopus 로고    scopus 로고
    • Rural sustainability under threat in Zimbabwe - Simulation of future land use/cover changes in the Bindura district based on the Markov–cellular automata model
    • Kamusoko C, Aniya M, Adi B, Manjoro M (2009) Rural sustainability under threat in Zimbabwe - Simulation of future land use/cover changes in the Bindura district based on the Markov–cellular automata model. Appl Geogr 29:435–447. doi:10.1016/j.apgeog.2008.10.002 DOI: 10.1016/j.apgeog.2008.10.002
    • (2009) Appl Geogr , vol.29 , pp. 435-447
    • Kamusoko, C.1    Aniya, M.2    Adi, B.3    Manjoro, M.4
  • 27
    • 77958493759 scopus 로고    scopus 로고
    • The effect of the spatial configuration of habitat fragmentation on invasive spread
    • Kinezaki N, Kawasaki K, Shigesada N (2010) The effect of the spatial configuration of habitat fragmentation on invasive spread. Theor Popul Biol 78:298–308. doi:10.1016/j.tpb.2010.09.002 DOI: 10.1016/j.tpb.2010.09.002
    • (2010) Theor Popul Biol , vol.78 , pp. 298-308
    • Kinezaki, N.1    Kawasaki, K.2    Shigesada, N.3
  • 28
    • 84897501139 scopus 로고    scopus 로고
    • Comparing global land-cover products—implications for geoscience applications: an investigation for the trans-boundary Mekong Basin
    • Kuenzer C, Leinenkugel P, Vollmuth M, Dech S (2014) Comparing global land-cover products—implications for geoscience applications: an investigation for the trans-boundary Mekong Basin. Int J Remote Sens 35:2752–2779. doi:10.1080/01431161.2014.890305 DOI: 10.1080/01431161.2014.890305
    • (2014) Int J Remote Sens , vol.35 , pp. 2752-2779
    • Kuenzer, C.1    Leinenkugel, P.2    Vollmuth, M.3    Dech, S.4
  • 29
    • 79952772074 scopus 로고    scopus 로고
    • Global land use change, economic globalization, and the looming land scarcity
    • Lambin EF, Meyfroidt P (2011) Global land use change, economic globalization, and the looming land scarcity. Proc Natl Acad Sci 108:3465–3472. doi:10.1073/pnas.1100480108 DOI: 10.1073/pnas.1100480108
    • (2011) Proc Natl Acad Sci , vol.108 , pp. 3465-3472
    • Lambin, E.F.1    Meyfroidt, P.2
  • 30
    • 0030251329 scopus 로고    scopus 로고
    • Climate change, drought and desertification
    • Le Houérou HN (1996) Climate change, drought and desertification. J Arid Environ 34:133–185. doi:10.1006/jare.1996.0099 DOI: 10.1006/jare.1996.0099
    • (1996) J Arid Environ , vol.34 , pp. 133-185
    • Le Houérou, H.N.1
  • 31
    • 84874778835 scopus 로고    scopus 로고
    • Characterisation of land surface phenology and land cover based on moderate resolution satellite data in cloud prone areas—a novel product for the Mekong Basin
    • Leinenkugel P, Kuenzer C, Oppelt N, Dech S (2013) Characterisation of land surface phenology and land cover based on moderate resolution satellite data in cloud prone areas—a novel product for the Mekong Basin. Remote Sens Environ 136:180–198. doi:10.1016/j.rse.2013.05.004 DOI: 10.1016/j.rse.2013.05.004
    • (2013) Remote Sens Environ , vol.136 , pp. 180-198
    • Leinenkugel, P.1    Kuenzer, C.2    Oppelt, N.3    Dech, S.4
  • 33
    • 31144455192 scopus 로고    scopus 로고
    • Planning reunification: the planning history of the fall of the Berlin Wall
    • Loeb C (2006) Planning reunification: the planning history of the fall of the Berlin Wall. Plan Perspect 21:67–87. doi:10.1080/02665430500397329 DOI: 10.1080/02665430500397329
    • (2006) Plan Perspect , vol.21 , pp. 67-87
    • Loeb, C.1
  • 34
    • 79953296010 scopus 로고    scopus 로고
    • Mapping the philippines’ mangrove forests using landsat imagery
    • Long JB, Giri C (2011) Mapping the philippines’ mangrove forests using landsat imagery. Sensors 11:2972 DOI: 10.3390/s110302972
    • (2011) Sensors , vol.11 , pp. 2972
    • Long, J.B.1    Giri, C.2
  • 37
    • 84855532440 scopus 로고    scopus 로고
    • Climate, competition and connectivity affect future migration and ranges of European trees
    • Meier ES, Lischke H, Schmatz DR, Zimmermann NE (2012) Climate, competition and connectivity affect future migration and ranges of European trees. Glob Ecol Biogeogr 21:164–178. doi:10.1111/j.1466-8238.2011.00669.x DOI: 10.1111/j.1466-8238.2011.00669.x
    • (2012) Glob Ecol Biogeogr , vol.21 , pp. 164-178
    • Meier, E.S.1    Lischke, H.2    Schmatz, D.R.3    Zimmermann, N.E.4
  • 38
    • 78650009217 scopus 로고    scopus 로고
    • A cellular automata model of land cover change to integrate urban growth with open space conservation
    • Mitsova D, Shuster W, Wang X (2011) A cellular automata model of land cover change to integrate urban growth with open space conservation. Landsc Urban Plan 99:141–153. doi:10.1016/j.landurbplan.2010.10.001 DOI: 10.1016/j.landurbplan.2010.10.001
    • (2011) Landsc Urban Plan , vol.99 , pp. 141-153
    • Mitsova, D.1    Shuster, W.2    Wang, X.3
  • 41
    • 13644256120 scopus 로고    scopus 로고
    • Support vector machines for classification in remote sensing
    • Pal M, Mather PM (2005) Support vector machines for classification in remote sensing. Int J Remote Sens 26:1007–1011. doi:10.1080/01431160512331314083 DOI: 10.1080/01431160512331314083
    • (2005) Int J Remote Sens , vol.26 , pp. 1007-1011
    • Pal, M.1    Mather, P.M.2
  • 42
    • 0141856572 scopus 로고    scopus 로고
    • Predicting the impacts of climate change on the distribution of species: are bioclimate envelope models useful?
    • Pearson RG, Dawson TP (2003) Predicting the impacts of climate change on the distribution of species: are bioclimate envelope models useful? Glob Ecol Biogeogr 12:361–371. doi:10.1046/j.1466-822X.2003.00042.x DOI: 10.1046/j.1466-822X.2003.00042.x
    • (2003) Glob Ecol Biogeogr , vol.12 , pp. 361-371
    • Pearson, R.G.1    Dawson, T.P.2
  • 43
    • 0036837310 scopus 로고    scopus 로고
    • Using neural networks and GIS to forecast land use changes: a land transformation model computers
    • Pijanowski BC, Brown DG, Shellito BA, Manik GA (2002) Using neural networks and GIS to forecast land use changes: a land transformation model computers. Environ Urban Syst 26:553–575. doi:10.1016/S0198-9715(01)00015-1 DOI: 10.1016/S0198-9715(01)00015-1
    • (2002) Environ Urban Syst , vol.26 , pp. 553-575
    • Pijanowski, B.C.1    Brown, D.G.2    Shellito, B.A.3    Manik, G.A.4
  • 44
    • 0034707897 scopus 로고    scopus 로고
    • Biodiversity. Extinction by numbers
    • Pimm SL, Raven P (2000) Biodiversity. Extinction by numbers. Nature 403:843–845. doi:10.1038/35002708 DOI: 10.1038/35002708
    • (2000) Nature , vol.403 , pp. 843-845
    • Pimm, S.L.1    Raven, P.2
  • 45
    • 72549098006 scopus 로고    scopus 로고
    • Complexity and performance of urban expansion models
    • Poelmans L, Van Rompaey A (2010) Complexity and performance of urban expansion models. Comput Environ Urban Syst 34:17–27. doi:10.1016/j.compenvurbsys.2009.06.001 DOI: 10.1016/j.compenvurbsys.2009.06.001
    • (2010) Comput Environ Urban Syst , vol.34 , pp. 17-27
    • Poelmans, L.1    Van Rompaey, A.2
  • 46
    • 51549100885 scopus 로고    scopus 로고
    • Climate and land use change impacts on plant distributions in Germany
    • Pompe S, Hanspach J, Badeck F, Klotz S, Thuiller W, Kühn I (2008) Climate and land use change impacts on plant distributions in Germany. Biol Lett 4:564–567 DOI: 10.1098/rsbl.2008.0231
    • (2008) Biol Lett , vol.4 , pp. 564-567
    • Pompe, S.1    Hanspach, J.2    Badeck, F.3    Klotz, S.4    Thuiller, W.5    Kühn, I.6
  • 47
    • 0343303373 scopus 로고    scopus 로고
    • Quantification error versus location error in comparison of categorical maps
    • Pontius GR (2000) Quantification error versus location error in comparison of categorical maps. Photogram Eng Remote Sens 66:1011–1016
    • (2000) Photogram Eng Remote Sens , vol.66 , pp. 1011-1016
    • Pontius, G.R.1
  • 48
    • 15944421304 scopus 로고    scopus 로고
    • Changing land use and its impact on biodiversity
    • Poschlod P, Bakker JP, Kahmen S (2005) Changing land use and its impact on biodiversity. Basic Appl Ecol 6:93–98. doi:10.1016/j.baae.2004.12.001 DOI: 10.1016/j.baae.2004.12.001
    • (2005) Basic Appl Ecol , vol.6 , pp. 93-98
    • Poschlod, P.1    Bakker, J.P.2    Kahmen, S.3
  • 49
    • 0032194319 scopus 로고    scopus 로고
    • Comparative assessment of runoff characteristics under different land use patterns within a Himalayan watershed
    • Rai SC, Sharma E (1998) Comparative assessment of runoff characteristics under different land use patterns within a Himalayan watershed. Hydrol Process 12:2235–2248 DOI: 10.1002/(SICI)1099-1085(19981030)12:13/14<2235::AID-HYP732>3.0.CO;2-5
    • (1998) Hydrol Process , vol.12 , pp. 2235-2248
    • Rai, S.C.1    Sharma, E.2
  • 50
    • 0032456576 scopus 로고    scopus 로고
    • Characterizing patterns of global land use: an analysis of global croplands data
    • Ramankutty N, Foley JA (1998) Characterizing patterns of global land use: an analysis of global croplands data. Global Biogeochem Cycles 12:667–685. doi:10.1029/98GB02512 DOI: 10.1029/98GB02512
    • (1998) Global Biogeochem Cycles , vol.12 , pp. 667-685
    • Ramankutty, N.1    Foley, J.A.2
  • 51
    • 82255190020 scopus 로고    scopus 로고
    • Die Gefährdung der Biotoptypen in Deutschland Aktueller Stand nach Vorlage der 2 Fassung der Roten Liste
    • Riecken U, Finck P, Raths U, Schröder E, Ssymank A (2008) Die Gefährdung der Biotoptypen in Deutschland Aktueller Stand nach Vorlage der 2 Fassung der Roten Liste Natursch Biol Vielf 60:189–194
    • (2008) Natursch Biol Vielf , vol.60 , pp. 189-194
    • Riecken, U.1    Finck, P.2    Raths, U.3    Schröder, E.4    Ssymank, A.5
  • 52
    • 0034629324 scopus 로고    scopus 로고
    • Global biodiversity scenarios for the year 2100
    • Sala OE et al (2000) Global biodiversity scenarios for the year 2100. Science 287:1770–1774 DOI: 10.1126/science.287.5459.1770
    • (2000) Science , vol.287 , pp. 1770-1774
    • Sala, O.E.1
  • 53
    • 79956085131 scopus 로고    scopus 로고
    • Simulation of land use spatial pattern of towns and villages based on CA–Markov model
    • Sang L, Zhang C, Yang J, Zhu D, Yun W (2011) Simulation of land use spatial pattern of towns and villages based on CA–Markov model. Math Comput Model 54:938–943. doi:10.1016/j.mcm.2010.11.019 DOI: 10.1016/j.mcm.2010.11.019
    • (2011) Math Comput Model , vol.54 , pp. 938-943
    • Sang, L.1    Zhang, C.2    Yang, J.3    Zhu, D.4    Yun, W.5
  • 55
    • 31844439916 scopus 로고    scopus 로고
    • Erosion processes in steep terrain—truths, myths, and uncertainties related to forest management in Southeast Asia
    • Sidle RC, Ziegler AD, Negishi JN, Nik AR, Siew R, Turkelboom F (2006) Erosion processes in steep terrain—truths, myths, and uncertainties related to forest management in Southeast Asia. For Ecol Manage 224:199–225. doi:10.1016/j.foreco.2005.12.019 DOI: 10.1016/j.foreco.2005.12.019
    • (2006) For Ecol Manage , vol.224 , pp. 199-225
    • Sidle, R.C.1    Ziegler, A.D.2    Negishi, J.N.3    Nik, A.R.4    Siew, R.5    Turkelboom, F.6
  • 56
    • 80755189690 scopus 로고    scopus 로고
    • Process-based modeling of grassland dynamics built on ecological indicator values for land use
    • Siehoff S, Lennartz G, Heilburg IC, Roß-Nickoll M, Ratte HT, Preuss TG (2011) Process-based modeling of grassland dynamics built on ecological indicator values for land use. Ecol Model 222:3854–3868. doi:10.1016/j.ecolmodel.2011.10.003 DOI: 10.1016/j.ecolmodel.2011.10.003
    • (2011) Ecol Model , vol.222 , pp. 3854-3868
    • Siehoff, S.1    Lennartz, G.2    Heilburg, I.C.3    Roß-Nickoll, M.4    Ratte, H.T.5    Preuss, T.G.6
  • 57
    • 84916238940 scopus 로고    scopus 로고
    • Application of a hybrid cellular automaton ¨C Markov (CA–Markov) model in land-use change prediction: a case study of saddle creek drainage basin, Florida
    • Subedi P, Subedi K, Thapa B (2013) Application of a hybrid cellular automaton ¨C Markov (CA–Markov) model in land-use change prediction: a case study of saddle creek drainage basin, Florida. Appl Ecol Environ Sci 1:126–132. doi:10.12691/aees-1-6-5
    • (2013) Appl Ecol Environ Sci , vol.1 , pp. 126-132
    • Subedi, P.1    Subedi, K.2    Thapa, B.3
  • 58
    • 35448973640 scopus 로고    scopus 로고
    • Modeling urban land use change and urban sprawl: calgary, Alberta, Canada
    • Sun H, Forsythe W, Waters N (2007) Modeling urban land use change and urban sprawl: calgary, Alberta, Canada. Netw Spat Econ 7:353–376. doi:10.1007/s11067-007-9030-y DOI: 10.1007/s11067-007-9030-y
    • (2007) Netw Spat Econ , vol.7 , pp. 353-376
    • Sun, H.1    Forsythe, W.2    Waters, N.3
  • 59
    • 77955511811 scopus 로고    scopus 로고
    • Urban identity policies in Berlin: from critical reconstruction to reconstructing the Wall
    • Tölle A (2010) Urban identity policies in Berlin: from critical reconstruction to reconstructing the Wall. Cities 27:348–357. doi:10.1016/j.cities.2010.04.005 DOI: 10.1016/j.cities.2010.04.005
    • (2010) Cities , vol.27 , pp. 348-357
    • Tölle, A.1
  • 60
    • 0026296608 scopus 로고
    • Global land cover classification by remote sensing: present capabilities and future possibilities
    • Townshend J, Justice C, Li W, Gurney C, McManus J (1991) Global land cover classification by remote sensing: present capabilities and future possibilities. Remote Sens Environ 35:243–255. doi:10.1016/0034-4257(91)90016-Y DOI: 10.1016/0034-4257(91)90016-Y
    • (1991) Remote Sens Environ , vol.35 , pp. 243-255
    • Townshend, J.1    Justice, C.2    Li, W.3    Gurney, C.4    McManus, J.5
  • 61
    • 84859398275 scopus 로고    scopus 로고
    • On a collision course: competition and dispersal differences create no-analogue communities and cause extinctions during climate change
    • Urban MC, Tewksbury JJ, Sheldon KS (2012) On a collision course: competition and dispersal differences create no-analogue communities and cause extinctions during climate change. Proc R Soc Lond B Biol Sci 279:2072–2080 DOI: 10.1098/rspb.2011.2367
    • (2012) Proc R Soc Lond B Biol Sci , vol.279 , pp. 2072-2080
    • Urban, M.C.1    Tewksbury, J.J.2    Sheldon, K.S.3
  • 62
    • 0028162284 scopus 로고
    • Beyond global warming: ecology and global change
    • Vitousek PM (1994) Beyond global warming: ecology and global change. Ecology 75:1861–1876. doi:10.2307/1941591 DOI: 10.2307/1941591
    • (1994) Ecology , vol.75 , pp. 1861-1876
    • Vitousek, P.M.1
  • 63
    • 58149523583 scopus 로고    scopus 로고
    • Low impact of climate change on subalpine grasslands in the Swiss Northern Alps
    • Vittoz P, Randin C, Dutoit A, Bonnet F, Hegg O (2009) Low impact of climate change on subalpine grasslands in the Swiss Northern Alps. Global Change Biol 15:209–220. doi:10.1111/j.1365-2486.2008.01707.x DOI: 10.1111/j.1365-2486.2008.01707.x
    • (2009) Global Change Biol , vol.15 , pp. 209-220
    • Vittoz, P.1    Randin, C.2    Dutoit, A.3    Bonnet, F.4    Hegg, O.5
  • 64
    • 84874584100 scopus 로고    scopus 로고
    • Effect of degradation intensity on grassland ecosystem services in the alpine region of Qinghai-Tibetan Plateau, China
    • Wen L et al (2013) Effect of degradation intensity on grassland ecosystem services in the alpine region of Qinghai-Tibetan Plateau, China. PLos ONE 8:e58432. doi:10.1371/journal.pone.0058432 DOI: 10.1371/journal.pone.0058432
    • (2013) PLos ONE , vol.8
    • Wen, L.1
  • 65
    • 0028571314 scopus 로고
    • Cellular dynamics and GIS: modelling spatial complexity
    • White R, Engelen G (1994) Cellular dynamics and GIS: modelling spatial complexity. J Geogr Syst 1:237–253
    • (1994) J Geogr Syst , vol.1 , pp. 237-253
    • White, R.1    Engelen, G.2
  • 66
    • 73949100096 scopus 로고    scopus 로고
    • Niches, models, and climate change: assessing the assumptions and uncertainties
    • Wiens JA, Stralberg D, Jongsomjit D, Howell CA, Snyder MA (2009) Niches, models, and climate change: assessing the assumptions and uncertainties. Proc Natl Acad Sci USA 106:19729–19736. doi:10.1073/pnas.0901639106 DOI: 10.1073/pnas.0901639106
    • (2009) Proc Natl Acad Sci USA , vol.106 , pp. 19729-19736
    • Wiens, J.A.1    Stralberg, D.2    Jongsomjit, D.3    Howell, C.A.4    Snyder, M.A.5
  • 67
    • 84860226539 scopus 로고    scopus 로고
    • A spatiotemporal model of land use change based on ant colony optimization, Markov chain and cellular automata
    • Yang X, Zheng X-Q, Lv L-N (2012) A spatiotemporal model of land use change based on ant colony optimization, Markov chain and cellular automata. Ecol Model 233:11–19. doi:10.1016/j.ecolmodel.2012.03.011 DOI: 10.1016/j.ecolmodel.2012.03.011
    • (2012) Ecol Model , vol.233 , pp. 11-19
    • Yang, X.1    Zheng, X.-Q.2    Lv, L.-N.3
  • 68
    • 84897494819 scopus 로고    scopus 로고
    • A land use change model: integrating landscape pattern indexes and Markov-CA
    • Yang X, Zheng X-Q, Chen R (2014) A land use change model: integrating landscape pattern indexes and Markov-CA. Ecol Model 283:1–7. doi:10.1016/j.ecolmodel.2014.03.011 DOI: 10.1016/j.ecolmodel.2014.03.011
    • (2014) Ecol Model , vol.283 , pp. 1-7
    • Yang, X.1    Zheng, X.-Q.2    Chen, R.3
  • 69
    • 35748965023 scopus 로고    scopus 로고
    • Combining AHP with GIS in synthetic evaluation of eco-environment quality—a case study of Hunan Province
    • Ying X, Zeng G-M, Chen G-Q, Tang L, Wang K-L, Huang D-Y (2007) Combining AHP with GIS in synthetic evaluation of eco-environment quality—a case study of Hunan Province. China Ecol Model 209:97–109. doi:10.1016/j.ecolmodel.2007.06.007 DOI: 10.1016/j.ecolmodel.2007.06.007
    • (2007) China Ecol Model , vol.209 , pp. 97-109
    • Ying, X.1    Zeng, G.-M.2    Chen, G.-Q.3    Tang, L.4    Wang, K.-L.5    Huang, D.-Y.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.