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Volumn 79, Issue 11, 2013, Pages 1037-1052

Markov land cover change modeling using pairs of time-series satellite images

Author keywords

[No Author keywords available]

Indexed keywords

AGRICULTURAL LAND; CHANGE PROCESS; LAND-COVER CHANGE; MARKOV CHAIN MODELS; NATURAL VEGETATION; SATELLITE IMAGES; SPATIAL-VARIANT; TRANSITION MATRICES;

EID: 84887310754     PISSN: 00991112     EISSN: None     Source Type: Journal    
DOI: 10.14358/PERS.79.11.1037     Document Type: Article
Times cited : (27)

References (50)
  • 1
    • 84941808715 scopus 로고    scopus 로고
    • Modeling urban land cover growth dynamics using multi-temporal satellite images: A case study of Dhaka, Bangladesh
    • doi:10.3390/ijgi1010003
    • Ahmed, B., and R. Ahmed, 2012. Modeling urban land cover growth dynamics using multi-temporal satellite images: A case study of Dhaka, Bangladesh. ISPRS International Journal of Geo-Information, 1:3-31. doi:10.3390/ijgi1010003.
    • (2012) ISPRS International Journal of Geo-Information , vol.1 , pp. 3-31
    • Ahmed, B.1    Ahmed, R.2
  • 2
    • 65149087578 scopus 로고    scopus 로고
    • Survival analysis in land change science: Integrating with GIScience to address temporal complexities
    • An, L., and D. Brown, 2008. Survival analysis in land change science: Integrating with GIScience to address temporal complexities, Annals of the Association of American Geographers, 98 (2):323-44.
    • (2008) Annals of the Association of American Geographers , vol.98 , Issue.2 , pp. 323-344
    • An, L.1    Brown, D.2
  • 3
    • 84860390333 scopus 로고    scopus 로고
    • doi,10.3390/rs2061549
    • Araya, Y.H., and C. Pedro, 2010. Remote Sensing, 2(6):1549-1563. doi,10.3390/rs2061549.
    • (2010) Remote Sensing , vol.2 , Issue.6 , pp. 1549-1563
    • Araya, Y.H.1    Pedro, C.2
  • 4
    • 0036792474 scopus 로고    scopus 로고
    • A land-cover data infrastructure for measurement, modeling, and analysis of land-cover change dynamics
    • Aspinall, R., 2002. A land-cover data infrastructure for measurement, modeling, and analysis of land-cover change dynamics, Photo-grammetric Engineering & Remote Sensing, 68(10):1101-1105.
    • (2002) Photo-grammetric Engineering & Remote Sensing , vol.68 , Issue.10 , pp. 1101-1105
    • Aspinall, R.1
  • 5
    • 84887294360 scopus 로고    scopus 로고
    • BCASR, Western Regional Assessments Unit, NSW National Parks and Wildlife Service, Dabbo, NSW 2830, last date accessed: 14 August 2013
    • BCASR., 2002. Brigalow Belt South, NSW, Bioregional Conservation Assessment Scope Report, Western Regional Assessments Unit, NSW National Parks and Wildlife Service, Dabbo, NSW 2830, URL: www.nsw.gov.au (last date accessed: 14 August 2013).
    • (2002) Brigalow Belt South, NSW, Bioregional Conservation Assessment Scope Report
  • 6
    • 33748602123 scopus 로고    scopus 로고
    • Properties of land mosaics: Implications for nature conservation in agricultural environments
    • Bennett, A.F., J.Q. Radford, and A. Haslem, 2006. Properties of land mosaics: Implications for nature conservation in agricultural environments, Biological Conservation, 133:250-264.
    • (2006) Biological Conservation , vol.133 , pp. 250-264
    • Bennett, A.F.1    Radford, J.Q.2    Haslem, A.3
  • 8
    • 33845883788 scopus 로고    scopus 로고
    • A curve fitting procedure to derive inter-annual phenologies from time-series of noisy NDVI data
    • Bradley, B.A., R.W. Jacob, J.F. Hermance, and J.F. Mustard, 2007. A curve fitting procedure to derive inter-annual phenologies from time-series of noisy NDVI data, Remote Sensing of Environment, 106:137-145.
    • (2007) Remote Sensing of Environment , vol.106 , pp. 137-145
    • Bradley, B.A.1    Jacob, R.W.2    Hermance, J.F.3    Mustard, J.F.4
  • 9
    • 26244453995 scopus 로고    scopus 로고
    • Land-cover change trajectories in Northern Ghana
    • Braimoh, A.K., and P.L.G. Vlek, 2005. Land-cover change trajectories in Northern Ghana, Environmental Management, 36 (3):356-73.
    • (2005) Environmental Management , vol.36 , Issue.3 , pp. 356-373
    • Braimoh, A.K.1    Vlek, P.L.G.2
  • 10
    • 0034955373 scopus 로고    scopus 로고
    • Modeling the relationships between land use and land cover on private lands in the Upper Midwest, USA
    • doi:10.1006/jema.2000.0369
    • Brown, D.G., B.C. Pijanowsk, and J.D. Duh, 2000. Modeling the relationships between land use and land cover on private lands in the Upper Midwest, USA, Journal of Environmental Management, 59:247-263. doi:10.1006/jema.2000.0369.
    • (2000) Journal of Environmental Management , vol.59 , pp. 247-263
    • Brown, D.G.1    Pijanowsk, B.C.2    Duh, J.D.3
  • 11
    • 10844235701 scopus 로고    scopus 로고
    • Performance of a spatio-temporal error model for raster datasets under complex error patterns
    • Carmel, Y., and D.J. Dean, 2004. Performance of a spatio-temporal error model for raster datasets under complex error patterns. International Journal of Remote Sensing, 25:5283-5296.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 5283-5296
    • Carmel, Y.1    Dean, D.J.2
  • 12
    • 0020968740 scopus 로고
    • Assessing Landsat classification accuracy using discrete multivariate analysis statistical techniques
    • Congalton, R.G., R.G. Oderwald, and R.A. Mead, 1983. Assessing Landsat classification accuracy using discrete multivariate analysis statistical techniques, Photogrammetric Engineering & Remote Sensing, 49(12):1671-1678.
    • (1983) Photogrammetric Engineering & Remote Sensing , vol.49 , Issue.12 , pp. 1671-1678
    • Congalton, R.G.1    Oderwald, R.G.2    Mead, R.A.3
  • 13
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton, R.G., 1991. A review of assessing the accuracy of classifications of remotely sensed data, Remote Sensing of Environment, 37(1):35-46.
    • (1991) Remote Sensing of Environment , vol.37 , Issue.1 , pp. 35-46
    • Congalton, R.G.1
  • 14
    • 0003914342 scopus 로고    scopus 로고
    • Assessing the Accuracy of Remotely Sensed Data: Principles and Practices
    • Lewis Publications, CRC Press
    • Congalton, R.G., and K. Green, 2009. Assessing the Accuracy of Remotely Sensed Data: Principles and Practices, Mapping Science Series, Lewis Publications, CRC Press.
    • (2009) Mapping Science Series
    • Congalton, R.G.1    Green, K.2
  • 16
    • 84857963847 scopus 로고    scopus 로고
    • DECC, Department of Environment and Climate Change, New South Wales, last date accessed: 14 August 2013
    • DECC, 2008. The bioregions of New South Wales - Their biodiversity, conservation and history, Department of Environment and Climate Change, New South Wales, URL: www.environment.nsw.gov.au/bioregions/BioregionOverviews.htm, (last date accessed: 14 August 2013).
    • (2008) The Bioregions of New South Wales - their Biodiversity, Conservation and History
  • 18
    • 84887282254 scopus 로고    scopus 로고
    • EPA, Environmental Protection Authority, Sydney, URL, last date accessed: 14 August 2013
    • EPA, 2000. Environmental Protection Authority 2000, NSW State of the Environment Report, Environmental Protection Authority, Sydney, URL: http://www.epa.nsw.gov.au (last date accessed: 14 August 2013).
    • (2000) Environmental Protection Authority 2000, NSW State of the Environment Report
  • 19
    • 0036676901 scopus 로고    scopus 로고
    • Uncertainty analysis of predicted disturbance from off road vehicular traffic in complex landscapes at Fort Hood
    • Fang, S., S. Wente, G.Z. Gertner, G. Wang, and A. Anderson 2002. Uncertainty analysis of predicted disturbance from off road vehicular traffic in complex landscapes at Fort Hood, Environmental Management, 30:199-208.
    • (2002) Environmental Management , vol.30 , pp. 199-208
    • Fang, S.1    Wente, S.2    Gertner, G.Z.3    Wang, G.4    Anderson, A.5
  • 20
    • 34250338510 scopus 로고    scopus 로고
    • Assessing implications of land-use and land-cover change dynamics for conservation of a highly diverse tropical rain forest
    • Flamenco-Sandoval, A., M.M. Ramos, and O.R. Masera, 2007. Assessing implications of land-use and land-cover change dynamics for conservation of a highly diverse tropical rain forest, Biological Conservation, 138:131-145.
    • (2007) Biological Conservation , vol.138 , pp. 131-145
    • Flamenco-Sandoval, A.1    Ramos, M.M.2    Masera, O.R.3
  • 21
    • 40349114181 scopus 로고    scopus 로고
    • Harshness in image classification accuracy assessment
    • Foody, G.M., 2008. Harshness in image classification accuracy assessment, International Journal of Remote Sensing, 29(11): 3137-3158.
    • (2008) International Journal of Remote Sensing , vol.29 , Issue.11 , pp. 3137-3158
    • Foody, G.M.1
  • 22
    • 70350050130 scopus 로고    scopus 로고
    • An automated approach for reconstructing recent forest disturbance history using dense Landsat time series stacks
    • Huang, C.S., J. Goward, N. Masek, Z.Z. Thomas, and J. Vogelmann, 2010. An automated approach for reconstructing recent forest disturbance history using dense Landsat time series stacks, Remote Sensing of Environment, 114(1):183-98.
    • (2010) Remote Sensing of Environment , vol.114 , Issue.1 , pp. 183-198
    • Huang, C.S.1    Goward, J.2    Masek, N.3    Thomas, Z.Z.4    Vogelmann, J.5
  • 24
    • 34548103023 scopus 로고    scopus 로고
    • Trajectory-based change detection for automated characterization of forest disturbance dynamics
    • Kennedy, R.E., W.B. Cohen, and T.A. Schroeder, 2007. Trajectory-based change detection for automated characterization of forest disturbance dynamics, Remote Sensing of Environment, 110(3):370-386.
    • (2007) Remote Sensing of Environment , vol.110 , Issue.3 , pp. 370-386
    • Kennedy, R.E.1    Cohen, W.B.2    Schroeder, T.A.3
  • 25
    • 0031426750 scopus 로고    scopus 로고
    • Monitoring land-use change processing in tropical regions
    • Lambin, E.F., 1997. Monitoring land-use change processing in tropical regions, Progress in Physical Geography, 21(3):375-393.
    • (1997) Progress In Physical Geography , vol.21 , Issue.3 , pp. 375-393
    • Lambin, E.F.1
  • 26
    • 0036791518 scopus 로고    scopus 로고
    • Drivers of land-use/land-cover changes and dynamic modeling for the Atlanta, Georgia metropolitan area
    • Lo, C.P., and X. Yang, 2002. Drivers of land-use/land-cover changes and dynamic modeling for the Atlanta, Georgia metropolitan area, Photogrammetric Engineering & Remote Sensing, 68(10):1073-1082.
    • (2002) Photogrammetric Engineering & Remote Sensing , vol.68 , Issue.10 , pp. 1073-1082
    • Lo, C.P.1    Yang, X.2
  • 29
    • 80052461389 scopus 로고    scopus 로고
    • Land-cover classification in a complex urban-rural landscape with Quick Bird imagery
    • Lu, D., S. Hetrick, and E. Moran, 2010. Land-cover classification in a complex urban-rural landscape with Quick Bird imagery, Photo-grammetric Engineering & Remote Sensing, 76(10):1159-1168.
    • (2010) Photo-grammetric Engineering & Remote Sensing , vol.76 , Issue.10 , pp. 1159-1168
    • Lu, D.1    Hetrick, S.2    Moran, E.3
  • 30
    • 3242814524 scopus 로고    scopus 로고
    • Contextual classification of Landsat TM images to forest inventory cover types
    • Magnussen S., P. Boudewyn, and M. Wulder, 2004. Contextual classification of Landsat TM images to forest inventory cover types, International Journal of Remote Sensing, 25(12):2421-2440.
    • (2004) International Journal of Remote Sensing , vol.25 , Issue.12 , pp. 2421-2440
    • Magnussen, S.1    Boudewyn, P.2    Wulder, M.3
  • 31
    • 0035922024 scopus 로고    scopus 로고
    • Assessment of environmental impacts of river basin development on the riverine forests of eastern Kenya using multi-temporal satellite data
    • Maingi, J.K., and S.E. Marsh, 2001. Assessment of environmental impacts of river basin development on the riverine forests of eastern Kenya using multi-temporal satellite data, International Journal of Remote Sensing, 22(14):2701-2729.
    • (2001) International Journal of Remote Sensing , vol.22 , Issue.14 , pp. 2701-2729
    • Maingi, J.K.1    Marsh, S.E.2
  • 32
    • 44849129144 scopus 로고    scopus 로고
    • Trajectories of land-use and land-cover in the northern Ecuadorian Amazon: Temporal composition, spatial configuration, and probability of change
    • Mena, C.F., 2008. Trajectories of land-use and land-cover in the northern Ecuadorian Amazon: Temporal composition, spatial configuration, and probability of change, Photogrammetric Engineering & Remote Sensing, 74(6):737-51.
    • (2008) Photogrammetric Engineering & Remote Sensing , vol.74 , Issue.6 , pp. 737-751
    • Mena, C.F.1
  • 34
    • 78650016384 scopus 로고    scopus 로고
    • Simulating urban growth on the US-Mexico border: Nogales, Arizona, and Nogales, Sonora
    • Myint, S.W., J. Jyoti, L. Christopher, and L-V. Francisco, 2010. Simulating urban growth on the US-Mexico border: Nogales, Arizona, and Nogales, Sonora, Canadian Journal of Remote Sensing, 36(3):166-184.
    • (2010) Canadian Journal of Remote Sensing , vol.36 , Issue.3 , pp. 166-184
    • Myint, S.W.1    Jyoti, J.2    Christopher, L.3    Francisco, L.-V.4
  • 35
    • 0035923282 scopus 로고    scopus 로고
    • Quantifying processes of land-cover change by remote sensing: Resettlement and rapid land-cover change in southeastern Zambia
    • Petit, C., T. Scudder, and E. Lambin, 2001. Quantifying processes of land-cover change by remote sensing: Resettlement and rapid land-cover change in southeastern Zambia, International Journal of Remote Sensing, 22(17):3435-3456.
    • (2001) International Journal of Remote Sensing , vol.22 , Issue.17 , pp. 3435-3456
    • Petit, C.1    Scudder, T.2    Lambin, E.3
  • 36
    • 0343303373 scopus 로고    scopus 로고
    • Quantification error versus location error in comparison of categorical maps
    • Pontius, R.G. Jr., 2000. Quantification error versus location error in comparison of categorical maps, Photogrammetric Engineering & Remote Sensing, 66(8):1011-1016.
    • (2000) Photogrammetric Engineering & Remote Sensing , vol.66 , Issue.8 , pp. 1011-1016
    • Pontius Jr., R.G.1
  • 37
    • 0036791395 scopus 로고    scopus 로고
    • Statistical methods to partition effects of quantity and location during comparison of categorical maps at multiple resolutions
    • Pontius, R.G. Jr., 2002. Statistical methods to partition effects of quantity and location during comparison of categorical maps at multiple resolutions, Photogrammetric Engineering & Remote Sensing, 68(10):1041-1049
    • (2002) Photogrammetric Engineering & Remote Sensing , vol.68 , Issue.10 , pp. 1041-1049
    • Pontius Jr., R.G.1
  • 38
    • 79956324768 scopus 로고    scopus 로고
    • Death to Kappa: Birth of quantity disagreement and allocation disagreement for accuracy assessment
    • Pontius, R.G., and M. Millones, 2011. Death to Kappa: Birth of quantity disagreement and allocation disagreement for accuracy assessment, International Journal of Remote Sensing, 32(15): 4407-4429.
    • (2011) International Journal of Remote Sensing , vol.32 , Issue.15 , pp. 4407-4429
    • Pontius, R.G.1    Millones, M.2
  • 39
    • 0033932309 scopus 로고    scopus 로고
    • Using abiotic data for conservation assessments over extensive regions: Quantitative methods applied across New South Wales, Australia
    • Pressey, R., T. Hager, K. Ryan, J. Schwarz, S. Wall, S. Ferrier, and P. Creaser, 2000. Using abiotic data for conservation assessments over extensive regions: Quantitative methods applied across New South Wales, Australia, Biological Conservation, 96(1):55-82.
    • (2000) Biological Conservation , vol.96 , Issue.1 , pp. 55-82
    • Pressey, R.1    Hager, T.2    Ryan, K.3    Schwarz, J.4    Wall, S.5    Ferrier, S.6    Creaser, P.7
  • 40
    • 0002621321 scopus 로고
    • Modeling land-use and cover as part of global environmental change
    • Riebsame, W.E., W.B. Meyer, and B.L. Turner 1994. Modeling land-use and cover as part of global environmental change, Climatic Change, 8(1-2):45-64.
    • (1994) Climatic Change , vol.8 , Issue.1-2 , pp. 45-64
    • Riebsame, W.E.1    Meyer, W.B.2    Turner, B.L.3
  • 41
    • 84857011278 scopus 로고    scopus 로고
    • Quantifying the spatial differences of landscape change in the Hai River Basin, China, in the 1990s
    • Shi, Y., J. Xiao, Y. Shen, and Y. Yamaguchi, 2012. Quantifying the spatial differences of landscape change in the Hai River Basin, China, in the 1990s, International Journal of Remote Sensing, 33(14):4482-4501.
    • (2012) International Journal of Remote Sensing , vol.33 , Issue.14 , pp. 4482-4501
    • Shi, Y.1    Xiao, J.2    Shen, Y.3    Yamaguchi, Y.4
  • 42
    • 84857962342 scopus 로고    scopus 로고
    • Seasonal variation in land-cover classification accuracy in diverse region
    • Sinha, P., and L. Kumar, and N. Reid, 2012. Seasonal variation in land-cover classification accuracy in diverse region, Photogram-metric Engineering & Remote Sensing, 78(3):271-280.
    • (2012) Photogram-metric Engineering & Remote Sensing , vol.78 , Issue.3 , pp. 271-280
    • Sinha, P.1    Kumar, L.2    Reid, N.3
  • 43
    • 84877805828 scopus 로고    scopus 로고
    • Independent two-step thresholding of binary images in inter-annual land cover change/no-change identification
    • Sinha, P., and L. Kumar, 2013. Independent two-step thresholding of binary images in inter-annual land cover change/no-change identification, ISPRS Journal of Photogrammetry and Remote Sensing, 81(7):31-43.
    • (2013) ISPRS Journal of Photogrammetry and Remote Sensing , vol.81 , Issue.7 , pp. 31-43
    • Sinha, P.1    Kumar, L.2
  • 44
    • 4143111283 scopus 로고    scopus 로고
    • The characteristics and interpretability of land surface change and implications for project design
    • Sohl, T.L., A.L. Gallant, and T.R. Loveland, 2004. The characteristics and interpretability of land surface change and implications for project design, Photogrammetric Engineering and Remote Sensing, 70(4):439-448.
    • (2004) Photogrammetric Engineering and Remote Sensing , vol.70 , Issue.4 , pp. 439-448
    • Sohl, T.L.1    Gallant, A.L.2    Loveland, T.R.3
  • 45
    • 4544244061 scopus 로고    scopus 로고
    • Modeling biological disturbances in LANDIS: A module description and demonstration using spruce budworm
    • Sturtevant, B.R., E.J. Gustafson, W. Li, and H.S. He, 2004. Modeling biological disturbances in LANDIS: A module description and demonstration using spruce budworm, Ecological Modeling, 180(1):153-174.
    • (2004) Ecological Modeling , vol.180 , Issue.1 , pp. 153-174
    • Sturtevant, B.R.1    Gustafson, E.J.2    Li, W.3    He, H.S.4
  • 46
    • 33646034885 scopus 로고    scopus 로고
    • Remote sensing of complex land-use change trajectories - A case study from the highlands of Madagascar
    • Vågen, T.G. 2006. Remote sensing of complex land-use change trajectories - A case study from the highlands of Madagascar, Agriculture Ecosystems & Environment, 115 (1-4):219-28.
    • (2006) Agriculture Ecosystems & Environment , vol.115 , Issue.1-4 , pp. 219-228
    • Vågen, T.G.1
  • 47
  • 48
    • 0036510974 scopus 로고    scopus 로고
    • Land-use change analysis in the Zhujiang Delta of China using satellite remote sensing, GIS, and stochastic modeling
    • Weng, Q., 2002. Land-use change analysis in the Zhujiang Delta of China using satellite remote sensing, GIS, and stochastic modeling, Journal of Environmental Management, 64(3): 273-284.
    • (2002) Journal of Environmental Management , vol.64 , Issue.3 , pp. 273-284
    • Weng, Q.1
  • 49
    • 84887273304 scopus 로고    scopus 로고
    • Vegetation mapping and detection of environmental change, Environmental Modelling Using GIS and Remote Sensing
    • (A.K. Skidmore, editor), Taylor & Francis
    • Woodcock, C., S. Macomber, and L. Kumar, 2002. Vegetation mapping and detection of environmental change, Environmental Modelling Using GIS and Remote Sensing (A.K. Skidmore, editor), Taylor & Francis, pp. 97-120.
    • (2002) , pp. 97-120
    • Woodcock, C.1    Macomber, S.2    Kumar, L.3
  • 50
    • 69549106071 scopus 로고    scopus 로고
    • Projection of land-use change patterns using Kernel Logistic Regression
    • Wu, B., B. Huang, and T. Fung, 2009. Projection of land-use change patterns using Kernel Logistic Regression, Photogrammetric Engineering & Remote Sensing, 75(8):971-979.
    • (2009) Photogrammetric Engineering & Remote Sensing , vol.75 , Issue.8 , pp. 971-979
    • Wu, B.1    Huang, B.2    Fung, T.3


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