메뉴 건너뛰기




Volumn 33, Issue 13, 2012, Pages 4075-4093

Multi-temporal land-cover classification and change analysis with conditional probability networks: The case of Lesvos Island (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

HIDDEN MARKOV MODELS; LAND USE; MAXIMUM LIKELIHOOD;

EID: 84855438696     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2011.640961     Document Type: Article
Times cited : (16)

References (69)
  • 1
    • 0034092755 scopus 로고    scopus 로고
    • Geostatistical classification for remote sensing: an introduction
    • Atkinson, P.M. and Lewis, P. 2000. Geostatistical classification for remote sensing: an introduction. Computers and Geosciences, 26: 361-371.
    • (2000) Computers and Geosciences , vol.26 , pp. 361-371
    • Atkinson, P.M.1    Lewis, P.2
  • 2
    • 28944439760 scopus 로고    scopus 로고
    • Introduction to this special issue on geostatistics and geospatial techniques in remote sensing
    • Atkinson, P.M. and Quattrochi, D.A. 2000. Introduction to this special issue on geostatistics and geospatial techniques in remote sensing. Computers and Geosciences, 26: 359-490.
    • (2000) Computers and Geosciences , vol.26 , pp. 359-490
    • Atkinson, P.M.1    Quattrochi, D.A.2
  • 3
    • 0030458167 scopus 로고    scopus 로고
    • Inferring urban land use from satellite sensor images using kernel-based spatial reclassification
    • Barnsley, M.J. and Barr, S.L. 1996. Inferring urban land use from satellite sensor images using kernel-based spatial reclassification. Photogrammetric Engineering and Remote Sensing, 62: 949-958.
    • (1996) Photogrammetric Engineering and Remote Sensing , vol.62 , pp. 949-958
    • Barnsley, M.J.1    Barr, S.L.2
  • 4
    • 0034104471 scopus 로고    scopus 로고
    • Reducing structural clutter in land cover classifications of high spatial resolution remotely-sensed images for urban land use mapping
    • Barr, S.L. and Barnsley, M.J. 2000. Reducing structural clutter in land cover classifications of high spatial resolution remotely-sensed images for urban land use mapping. Computers and Geosciences, 26: 433-449.
    • (2000) Computers and Geosciences , vol.26 , pp. 433-449
    • Barr, S.L.1    Barnsley, M.J.2
  • 5
    • 56949091215 scopus 로고    scopus 로고
    • Assessing different remote sensing techniques to detect land use/cover changes in the eastern Mediterranean
    • Berberoglu, S. and Akin, A. 2009. Assessing different remote sensing techniques to detect land use/cover changes in the eastern Mediterranean. International Journal of Applied Earth Observation and Geoinformation, 11: 46-53.
    • (2009) International Journal of Applied Earth Observation and Geoinformation , vol.11 , pp. 46-53
    • Berberoglu, S.1    Akin, A.2
  • 6
    • 0000013152 scopus 로고
    • On the statistical analysis of dirty pictures (with discussion)
    • Besag, J.E. 1986. On the statistical analysis of dirty pictures (with discussion). Journal of the Royal Statistical Society Series B, 48: 259-302.
    • (1986) Journal of the Royal Statistical Society Series B , vol.48 , pp. 259-302
    • Besag, J.E.1
  • 7
    • 28544448542 scopus 로고    scopus 로고
    • Image segmentation methods for object-based analysis and classification
    • In: de Jong S.M., van der Meer F.D., editors Dordrecht: Springer
    • Blaschke, T., Burnett, C. and Pekkarinen, A. 2006. "Image segmentation methods for object-based analysis and classification". In Remote Sensing Analysis: Including the Spatial Domain, Edited by: de Jong, S.M. and van der Meer, F.D. 211-236. Dordrecht: Springer.
    • (2006) Remote Sensing Analysis: Including the Spatial Domain , pp. 211-236
    • Blaschke, T.1    Burnett, C.2    Pekkarinen, A.3
  • 9
    • 0000116015 scopus 로고
    • The geometry of canonical variate analysis
    • Campbell, N.A. and Atchley, W.R. 1981. The geometry of canonical variate analysis. Systematic Zoology, 30: 268-280.
    • (1981) Systematic Zoology , vol.30 , pp. 268-280
    • Campbell, N.A.1    Atchley, W.R.2
  • 10
    • 0037050126 scopus 로고    scopus 로고
    • An approach to linking remotely sensed data and areal census data
    • Chen, K. 2002. An approach to linking remotely sensed data and areal census data. International Journal of Remote Sensing, 23: 37-48.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 37-48
    • Chen, K.1
  • 11
  • 13
    • 0035573911 scopus 로고    scopus 로고
    • Bi-directional reflectance distribution function approaches to radiometric calibration of Landsat TM imagery
    • 9-13 July 2001, Sydney, Australia. Available online at
    • Danaher, T., Wu, X. and Campbell, N.A., 2001, Bi-directional reflectance distribution function approaches to radiometric calibration of Landsat TM imagery. In Proceedings of the IGARSS Conference, 9-13 July 2001, Sydney, Australia. Available online at: http://www.cmis.csiro.au/rsm/research/pdf/Danaher_IGARSS2001.pdf (accessed 5 January 2011).
    • (2001) Proceedings of the IGARSS Conference
    • Danaher, T.1    Wu, X.2    Campbell, N.A.3
  • 14
    • 0028983459 scopus 로고
    • A fractal approach to the classification of Mediterranean vegetation types in remotely sensed images
    • de Jong, S.M. and Burrough, P.A. 1995. A fractal approach to the classification of Mediterranean vegetation types in remotely sensed images. Photogrammetric Engineering and Remote Sensing, 61: 1041-1053.
    • (1995) Photogrammetric Engineering and Remote Sensing , vol.61 , pp. 1041-1053
    • de Jong, S.M.1    Burrough, P.A.2
  • 18
    • 48249085703 scopus 로고    scopus 로고
    • PCA-based land-use change detection and analysis using multitemporal and multisensor satellite data
    • Deng, J.S., Wang, K., Deng, Y.H. and Qi, G.J. 2008. PCA-based land-use change detection and analysis using multitemporal and multisensor satellite data. International Journal of Remote Sensing, 29: 4823-4838.
    • (2008) International Journal of Remote Sensing , vol.29 , pp. 4823-4838
    • Deng, J.S.1    Wang, K.2    Deng, Y.H.3    Qi, G.J.4
  • 19
    • 84855416875 scopus 로고    scopus 로고
    • Change and time series analysis techniques: a review
    • In: Eastman J.R., McKendry J.E., Fulk M.A., editors Geneva: UNITAR/GRID
    • Eastman, J.R. 2000. "Change and time series analysis techniques: a review". In Explorations in GIS Technology, Volume 1, Edited by: Eastman, J.R., McKendry, J.E. and Fulk, M.A. Geneva: UNITAR/GRID.
    • (2000) Explorations in GIS Technology, Volume 1
    • Eastman, J.R.1
  • 20
    • 0025197055 scopus 로고
    • Application of a remote sensing-GIS evaluation of urban expansion SPOT data for regional growth analysis and local planning
    • Ehlers, M., Jadkowski, M.A., Howard, R.R. and Brostuen, D.E. 1990. Application of a remote sensing-GIS evaluation of urban expansion SPOT data for regional growth analysis and local planning. Photogrammetric Engineering and Remote Sensing, 56: 175-180.
    • (1990) Photogrammetric Engineering and Remote Sensing , vol.56 , pp. 175-180
    • Ehlers, M.1    Jadkowski, M.A.2    Howard, R.R.3    Brostuen, D.E.4
  • 21
    • 0036213079 scopus 로고    scopus 로고
    • Status of land cover classification accuracy assessment
    • Foody, G.M. 2002. Status of land cover classification accuracy assessment. Remote Sensing of Environment, 80: 185-201.
    • (2002) Remote Sensing of Environment , vol.80 , pp. 185-201
    • Foody, G.M.1
  • 22
    • 0033434022 scopus 로고    scopus 로고
    • Detection of partial land cover change associated with the migration of inter-class transitional zones
    • Foody, G.M. and Boyd, D.S. 1999. Detection of partial land cover change associated with the migration of inter-class transitional zones. International Journal of Remote Sensing, 20: 2723-2740.
    • (1999) International Journal of Remote Sensing , vol.20 , pp. 2723-2740
    • Foody, G.M.1    Boyd, D.S.2
  • 24
    • 0034892134 scopus 로고    scopus 로고
    • Calibrating images from different dates to 'like-value' digital counts
    • Furby, S.L. and Campbell, N.A. 2001. Calibrating images from different dates to 'like-value' digital counts. Remote Sensing of Environment, 77: 186-196.
    • (2001) Remote Sensing of Environment , vol.77 , pp. 186-196
    • Furby, S.L.1    Campbell, N.A.2
  • 27
    • 84855416874 scopus 로고    scopus 로고
    • Google
    • Google, 2011, http://earth.google.com/ (Accessed: 5 January 2011).
    • (2011)
  • 30
  • 31
    • 20844445108 scopus 로고    scopus 로고
    • Mapping and visualizing the Great Salt Lake landscape dynamics using multi-temporal satellite images 1972-1996
    • Hung, M.C. and Wu, Y.H. 2005. Mapping and visualizing the Great Salt Lake landscape dynamics using multi-temporal satellite images 1972-1996. International Journal of Remote Sensing, 26: 1815-1834.
    • (2005) International Journal of Remote Sensing , vol.26 , pp. 1815-1834
    • Hung, M.C.1    Wu, Y.H.2
  • 33
    • 34548103023 scopus 로고    scopus 로고
    • Trajectory-based change detection for automated characterization of forest disturbance dynamics
    • Kennedy, R.E., Cohen, W.B. and Schroeder, T.A. 2007. Trajectory-based change detection for automated characterization of forest disturbance dynamics. Remote Sensing of Environment, 110: 370-386.
    • (2007) Remote Sensing of Environment , vol.110 , pp. 370-386
    • Kennedy, R.E.1    Cohen, W.B.2    Schroeder, T.A.3
  • 35
    • 0032178109 scopus 로고    scopus 로고
    • Image fusion with conditional probability networks for monitoring salinisation of farmland
    • Kiiveri, H.T. and Caccetta, P.A. 1998. Image fusion with conditional probability networks for monitoring salinisation of farmland. Digital Signal Processing, 8: 225-230.
    • (1998) Digital Signal Processing , vol.8 , pp. 225-230
    • Kiiveri, H.T.1    Caccetta, P.A.2
  • 39
    • 33847261185 scopus 로고    scopus 로고
    • Land abandonment and slope gradient as key factors of soil erosion in Mediterranean terraced lands
    • Koulouri, M. and Giourga, C.H. 2007. Land abandonment and slope gradient as key factors of soil erosion in Mediterranean terraced lands. Catena, 69: 274-281.
    • (2007) Catena , vol.69 , pp. 274-281
    • Koulouri, M.1    Giourga, C.H.2
  • 40
    • 1542757190 scopus 로고    scopus 로고
    • Accuracy analysis of remote sensing change detection by rule-based rationality evaluation with post-classification comparison
    • Liu, H. and Zhou, Q. 2004. Accuracy analysis of remote sensing change detection by rule-based rationality evaluation with post-classification comparison. International Journal of Remote Sensing, 25: 1037-1050.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 1037-1050
    • Liu, H.1    Zhou, Q.2
  • 41
    • 26944433785 scopus 로고    scopus 로고
    • Spatial and temporal patterns of China's cropland during 1990-2000: an analysis based on Landsat TM data
    • Liu, J., Liu, M., Tian, H., Zhuang, D., Zhang, Z., Zhang, W., Tang, X. and Deng, X. 2005. Spatial and temporal patterns of China's cropland during 1990-2000: an analysis based on Landsat TM data. Remote Sensing of Environment, 98: 442-456.
    • (2005) Remote Sensing of Environment , vol.98 , pp. 442-456
    • Liu, J.1    Liu, M.2    Tian, H.3    Zhuang, D.4    Zhang, Z.5    Zhang, W.6    Tang, X.7    Deng, X.8
  • 42
    • 1242321271 scopus 로고    scopus 로고
    • Impacts of imagery temporal frequency on land-cover change detection monitoring
    • Lunetta, R.S., Johnson, D.M., Lyon, J.G. and Crotwell, J. 2004. Impacts of imagery temporal frequency on land-cover change detection monitoring. Remote Sensing of Environment, 89: 444-454.
    • (2004) Remote Sensing of Environment , vol.89 , pp. 444-454
    • Lunetta, R.S.1    Johnson, D.M.2    Lyon, J.G.3    Crotwell, J.4
  • 43
    • 0031885631 scopus 로고    scopus 로고
    • A quantitative comparison of change detection algorithms for monitoring eelgrass from remotely sensed data
    • Macleod, R.D. and Congalton, R.G. 1998. A quantitative comparison of change detection algorithms for monitoring eelgrass from remotely sensed data. Photogrammetric Engineering and Remote Sensing, 64: 207-216.
    • (1998) Photogrammetric Engineering and Remote Sensing , vol.64 , pp. 207-216
    • Macleod, R.D.1    Congalton, R.G.2
  • 45
    • 0025587211 scopus 로고
    • Using a geographic information system and satellite imagery within a numerical simulation of regional urban growth
    • Meaille, R. and Wald, L. 1990. Using a geographic information system and satellite imagery within a numerical simulation of regional urban growth. International Journal of Geographic Information Systems, 4: 445-456.
    • (1990) International Journal of Geographic Information Systems , vol.4 , pp. 445-456
    • Meaille, R.1    Wald, L.2
  • 46
    • 0038519880 scopus 로고    scopus 로고
    • Fractal approaches in texture analysis and classification of remotely sensed data: comparisons with spatial autocorrelation techniques and simple descriptive statistics
    • Myint, S.W. 2003. Fractal approaches in texture analysis and classification of remotely sensed data: comparisons with spatial autocorrelation techniques and simple descriptive statistics. International Journal of Remote Sensing, 24: 1925-1947.
    • (2003) International Journal of Remote Sensing , vol.24 , pp. 1925-1947
    • Myint, S.W.1
  • 47
    • 0038781765 scopus 로고    scopus 로고
    • Mapping land cover change in a reindeer herding area of the Russian Arctic using Landsat TM and ETM+ imagery and indigenous knowledge
    • Rees, W.G., Williams, M. and Vitebsky, P. 2003. Mapping land cover change in a reindeer herding area of the Russian Arctic using Landsat TM and ETM+ imagery and indigenous knowledge. Remote Sensing of Environment, 85: 441-452.
    • (2003) Remote Sensing of Environment , vol.85 , pp. 441-452
    • Rees, W.G.1    Williams, M.2    Vitebsky, P.3
  • 49
    • 0028161825 scopus 로고
    • Development of an everglades vegetation map using a SPOT image and the global positioning system
    • Rutchey, K. and Vilcheck, L. 1994. Development of an everglades vegetation map using a SPOT image and the global positioning system. Photogrammetric Engineering and Remote Sensing, 60: 767-775.
    • (1994) Photogrammetric Engineering and Remote Sensing , vol.60 , pp. 767-775
    • Rutchey, K.1    Vilcheck, L.2
  • 50
    • 0024855524 scopus 로고
    • Digital change detection techniques using remotely-sensed data
    • Singh, A. 1989. Digital change detection techniques using remotely-sensed data. International Journal of Remote Sensing, 10: 989-1003.
    • (1989) International Journal of Remote Sensing , vol.10 , pp. 989-1003
    • Singh, A.1
  • 51
    • 60749125092 scopus 로고    scopus 로고
    • A contextual approach to classify Mediterranean heterogeneous vegetation using the spatial reclassification kernel (SPARK) and DAIS7915 imagery
    • In: de Jong S.M., van der Meer F.D., editors Dordrecht: Springer
    • Sluiter, R., de Jong, S.M., van der Kwast, H. and Walstra, J. 2006. "A contextual approach to classify Mediterranean heterogeneous vegetation using the spatial reclassification kernel (SPARK) and DAIS7915 imagery". In Remote Sensing Analysis: Including the Spatial Domain, Edited by: de Jong, S.M. and van der Meer, F.D. 291-310. Dordrecht: Springer.
    • (2006) Remote Sensing Analysis: Including the Spatial Domain , pp. 291-310
    • Sluiter, R.1    de Jong, S.M.2    van der Kwast, H.3    Walstra, J.4
  • 52
    • 84918545068 scopus 로고    scopus 로고
    • Multi temporal land/use cover change detection in the Spanish Mediterranean Coast
    • Enschede, The Netherlands
    • Symeonakis, E., Caccetta, P.A., Wallace, J.F. and Koukoulas, S. 1-6 May 2006 2006. "Multi temporal land/use cover change detection in the Spanish Mediterranean Coast". In ISPRS Symposium 1-6 May 2006, Enschede, The Netherlands
    • (2006) ISPRS Symposium
    • Symeonakis, E.1    Caccetta, P.A.2    Wallace, J.F.3    Koukoulas, S.4
  • 53
    • 34249902476 scopus 로고    scopus 로고
    • Land use change and land degradation in south-eastern Mediterranean Spain
    • Symeonakis, E., Calvo-Cases, A. and Arnau-Rosalen, E. 2007. Land use change and land degradation in south-eastern Mediterranean Spain. Environmental Management, 40: 80-94.
    • (2007) Environmental Management , vol.40 , pp. 80-94
    • Symeonakis, E.1    Calvo-Cases, A.2    Arnau-Rosalen, E.3
  • 54
    • 33747120222 scopus 로고    scopus 로고
    • Scene selection and the use of NASA's global orthorectified Landsat dataset for land cover and land use change monitoring
    • Tatem, A.J., Nayar, A. and Hay, S.I. 2006. Scene selection and the use of NASA's global orthorectified Landsat dataset for land cover and land use change monitoring. International Journal of Remote Sensing, 27: 3073-3078.
    • (2006) International Journal of Remote Sensing , vol.27 , pp. 3073-3078
    • Tatem, A.J.1    Nayar, A.2    Hay, S.I.3
  • 55
    • 18144430290 scopus 로고    scopus 로고
    • Assessing the accuracy of satellite derived global and national urban maps in Kenya
    • Tatem, A.J., Noor, A.M. and Hay, S.I. 2005. Assessing the accuracy of satellite derived global and national urban maps in Kenya. Remote Sensing of Environment, 96: 87-97.
    • (2005) Remote Sensing of Environment , vol.96 , pp. 87-97
    • Tatem, A.J.1    Noor, A.M.2    Hay, S.I.3
  • 57
    • 0028737179 scopus 로고
    • Rigorous geometric processing of airborne and spaceborne data
    • Rome, Italy
    • Toutin, T. 26-30 September 1994 1994. "Rigorous geometric processing of airborne and spaceborne data". In EUROPTO Symposium on Image and Signal Processing for Remote Sensing 26-30 September 1994, 825-832. Rome, Italy
    • (1994) EUROPTO Symposium on Image and Signal Processing for Remote Sensing , pp. 825-832
    • Toutin, T.1
  • 58
    • 0026609416 scopus 로고
    • Application of satellite and GIS technologies for land-cover and land-use mapping at the rural-urban fringe: a case study
    • Treitz, P.M., Howard, P.J. and Gong, P. 1992. Application of satellite and GIS technologies for land-cover and land-use mapping at the rural-urban fringe: a case study. Photogrammetric Engineering and Remote Sensing, 58: 439-448.
    • (1992) Photogrammetric Engineering and Remote Sensing , vol.58 , pp. 439-448
    • Treitz, P.M.1    Howard, P.J.2    Gong, P.3
  • 63
    • 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: 273-284.
    • (2002) Journal of Environmental Management , vol.64 , pp. 273-284
    • Weng, Q.1
  • 64
    • 0027006925 scopus 로고
    • Category identification of changed land-use polygons in an integrated image processing/geographic information system
    • Westmoreland, S. and Stow, D.A. 1992. Category identification of changed land-use polygons in an integrated image processing/geographic information system. Photogrammetric Engineering and Remote Sensing, 58: 1593-1599.
    • (1992) Photogrammetric Engineering and Remote Sensing , vol.58 , pp. 1593-1599
    • Westmoreland, S.1    Stow, D.A.2
  • 65
    • 0035571682 scopus 로고    scopus 로고
    • A BRDF-corrected Landsat 7 mosaic of the Australian continent
    • 9-13 July 2001, Sydney, Australia
    • Wu, X., Danaher, T., Wallace, J.F. and Campbell, N.A., 2001, A BRDF-corrected Landsat 7 mosaic of the Australian continent. In IGARSS Conference, 9-13 July 2001, Sydney, Australia. Available online at: http://www.cmis.csiro.au/rsm/research/pdf/Wu_IGARSS2001.pdf (accessed 5 January 2011).
    • (2001) IGARSS Conference
    • Wu, X.1    Danaher, T.2    Wallace, J.F.3    Campbell, N.A.4
  • 66
    • 78650922095 scopus 로고    scopus 로고
    • An approach for terrain illumination correction
    • 18-22 October 2004, Fremantle, Australia
    • Wu, X., Furby, S.L. and Wallace, J.F., 2004, An approach for terrain illumination correction. In 12th Australasian Remote Sensing and Photogrammetry Conference, 18-22 October 2004, Fremantle, Australia. Available online at: http://www.cmis.csiro.au/rsm/research/pdf/wu_x_12ARSPC_TerrainIllumination.pdf (accessed 5 January 2011).
    • (2004) 12th Australasian Remote Sensing and Photogrammetry Conference
    • Wu, X.1    Furby, S.L.2    Wallace, J.F.3
  • 67
    • 0037052858 scopus 로고    scopus 로고
    • Using a time series of satellite imagery to detect land use and land cover changes in the Atlanta, Georgia metropolitan area
    • Yang, X. and Lo, C.P. 2002. Using a time series of satellite imagery to detect land use and land cover changes in the Atlanta, Georgia metropolitan area. International Journal of Remote Sensing, 23: 1775-1798.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 1775-1798
    • Yang, X.1    Lo, C.P.2
  • 68
    • 33645981230 scopus 로고    scopus 로고
    • Investigating relationships between Landsat-7 ETM+ data and spatial segregation of LULC types under shifting agriculture in southern Cameroon
    • Yemefack, M., Bijker, W. and De Jong, S.M. 2006. Investigating relationships between Landsat-7 ETM+ data and spatial segregation of LULC types under shifting agriculture in southern Cameroon. International Journal of Applied Earth Observation and Geoinformation, 8: 96-112.
    • (2006) International Journal of Applied Earth Observation and Geoinformation , vol.8 , pp. 96-112
    • Yemefack, M.1    Bijker, W.2    De Jong, S.M.3
  • 69
    • 25844497537 scopus 로고    scopus 로고
    • Land cover classification and change analysis of the twin cities (Minnesota) metropolitan area by multitemporal Landsat remote sensing
    • Yuan, F., Sawaya, K.E., Loeffelholz, B.C. and Bauer, M.E. 2005. Land cover classification and change analysis of the twin cities (Minnesota) metropolitan area by multitemporal Landsat remote sensing. Remote Sensing of Environment, 98: 317-328.
    • (2005) Remote Sensing of Environment , vol.98 , pp. 317-328
    • Yuan, F.1    Sawaya, K.E.2    Loeffelholz, B.C.3    Bauer, M.E.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.