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Volumn 27, Issue 14, 2006, Pages 2949-2975

Incorporating domain knowledge and spatial relationships into land cover classifications: A rule-based approach

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; IMAGE ANALYSIS; MAXIMUM LIKELIHOOD ESTIMATION; PATTERN RECOGNITION;

EID: 33747093349     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431160600567753     Document Type: Article
Times cited : (25)

References (48)
  • 1
    • 0032654451 scopus 로고    scopus 로고
    • Updating land-cover maps by using texture information from very high-resolution space-borne imagery
    • Annoni, A. and Smits, P. C. (1999) Updating land-cover maps by using texture information from very high-resolution space-borne imagery. IEEE Transactions on Geoscience and Remote Sensing, 37, pp. 1244-1254.
    • (1999) IEEE Transactions on Geoscience and Remote Sensing , vol.37 , pp. 1244-1254
    • Annoni, A.1    Smits, P.C.2
  • 2
    • 33747137247 scopus 로고    scopus 로고
    • Mapping and analysis of changes in the riparian landscape structure of Lockyer Valley catchment, Queensland, Australia
    • Apan, A. A. and Raine, S. R. and Paterson, M. S. (2002) Mapping and analysis of changes in the riparian landscape structure of Lockyer Valley catchment, Queensland, Australia. Journal of Planning Literature, 17, pp. 85-168.
    • (2002) Journal of Planning Literature , vol.17 , pp. 85-168
    • Apan, A.A.1    Raine, S.R.2    Paterson, M.S.3
  • 3
    • 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, pp. 361-371.
    • (2000) Computers and Geosciences , vol.26 , pp. 361-371
    • Atkinson, P.M.1    Lewis, P.2
  • 4
    • 3643090566 scopus 로고    scopus 로고
    • Wetland classification using optical and radar data and neural network classification
    • Augusteijn, M. F. and Warrender, C. E. (1998) Wetland classification using optical and radar data and neural network classification. International Journal of Remote Sensing, 19, pp. 1545-1560.
    • (1998) International Journal of Remote Sensing , vol.19 , pp. 1545-1560
    • Augusteijn, M.F.1    Warrender, C.E.2
  • 5
    • 0034104554 scopus 로고    scopus 로고
    • The integration of spectral and textural information using neural networks for land cover mapping in the Mediterranean
    • Berberoglu, S. and Lloyd, C. D. and Atkinson, P. M. and Curran, P. J. (2000) The integration of spectral and textural information using neural networks for land cover mapping in the Mediterranean. Computers and Geosciences, 26, pp. 385-396.
    • (2000) Computers and Geosciences , vol.26 , pp. 385-396
    • Berberoglu, S.1    Lloyd, C.D.2    Atkinson, P.M.3    Curran, P.J.4
  • 6
    • 0027042112 scopus 로고
    • Rule-based classification models: Flexible integration of satellite imagery and thematic spatial data
    • Bolstad, P. V. and Lillesand, T. M. (1992) Rule-based classification models: Flexible integration of satellite imagery and thematic spatial data. Photogrammetric Engineering and Remote Sensing, 58, pp. 965-971.
    • (1992) Photogrammetric Engineering and Remote Sensing , vol.58 , pp. 965-971
    • Bolstad, P.V.1    Lillesand, T.M.2
  • 7
    • 0037457147 scopus 로고    scopus 로고
    • Texture classification of logged forests in tropical Africa using machine-learning algorithms
    • Chan, J. C. W. and Laporte, N. and DeFries, R. S. (2003) Texture classification of logged forests in tropical Africa using machine-learning algorithms. International Journal of Remote Sensing, 24, pp. 1401-1407.
    • (2003) International Journal of Remote Sensing , vol.24 , pp. 1401-1407
    • Chan, J.C.W.1    Laporte, N.2    DeFries, R.S.3
  • 9
    • 0024165213 scopus 로고
    • Using spatial autocorrelation analysis to explore the errors in maps generated from remotely sensed data
    • Congalton, R. G. (1988) Using spatial autocorrelation analysis to explore the errors in maps generated from remotely sensed data. Photogrammetric Engineering and Remote Sensing, 54, pp. 587-592.
    • (1988) Photogrammetric Engineering and Remote Sensing , vol.54 , pp. 587-592
    • Congalton, R.G.1
  • 10
    • 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, pp. 35-46.
    • (1991) Remote Sensing of Environment , vol.37 , pp. 35-46
    • Congalton, R.G.1
  • 12
    • 0032216156 scopus 로고    scopus 로고
    • Global land cover classifications at 8 km spatial resolution: The use of training data derived from Landsat imagery in decision tree classifiers
    • DeFries, R. S. and Hansen, M. C. and Townshend, J. R. G. and Sohlberg, R. (1998) Global land cover classifications at 8 km spatial resolution: the use of training data derived from Landsat imagery in decision tree classifiers. International Journal of Remote Sensing, 19, pp. 3141-3168.
    • (1998) International Journal of Remote Sensing , vol.19 , pp. 3141-3168
    • DeFries, R.S.1    Hansen, M.C.2    Townshend, J.R.G.3    Sohlberg, R.4
  • 13
    • 0035823507 scopus 로고    scopus 로고
    • Inter-annual variability in net primary production and precipitation
    • Fang, J. and Piao, S. and Tang, Z. (2001) Inter-annual variability in net primary production and precipitation. Science, 293, pp. 1723.
    • (2001) Science , vol.293 , pp. 1723
    • Fang, J.1    Piao, S.2    Tang, Z.3
  • 14
    • 0037144433 scopus 로고    scopus 로고
    • An iterative approach to partially supervised classifications
    • Fernandez-Prieto, D. (2002) An iterative approach to partially supervised classifications. International Journal of Remote Sensing, 23, pp. 3887-3892.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 3887-3892
    • Fernandez-Prieto, D.1
  • 15
    • 0036166357 scopus 로고    scopus 로고
    • Proximote causes and underlying driving forces of tropical deforestation
    • Geist, H. J. and Lambin, E. F. (2002) Proximote causes and underlying driving forces of tropical deforestation. Bioscience, 52, pp. 143-150.
    • (2002) Bioscience , vol.52 , pp. 143-150
    • Geist, H.J.1    Lambin, E.F.2
  • 16
    • 0035125547 scopus 로고    scopus 로고
    • A methodology for a combined use of normalised difference vegetation index and CORINE land cover data for crop yield monitoring and forecasting. A case study in Spain
    • Genovese, G. and Vignolles, C. and Negre, T. and Passera, G. (2001) A methodology for a combined use of normalised difference vegetation index and CORINE land cover data for crop yield monitoring and forecasting. A case study in Spain. Agronomie, 21, pp. 91-111.
    • (2001) Agronomie , vol.21 , pp. 91-111
    • Genovese, G.1    Vignolles, C.2    Negre, T.3    Passera, G.4
  • 17
    • 0029667616 scopus 로고    scopus 로고
    • Classification trees: An alternative to traditional land cover classifiers
    • Hansen, M. and Dubayah, R. and DeFries, R. (1996) Classification trees: an alternative to traditional land cover classifiers. International Journal of Remote Sensing, 17, pp. 1075-1081.
    • (1996) International Journal of Remote Sensing , vol.17 , pp. 1075-1081
    • Hansen, M.1    Dubayah, R.2    DeFries, R.3
  • 18
    • 0003730427 scopus 로고
    • San Jose, Costa Rica: Tropical Science Centre
    • Holdridge, L. R.(1967). In Life Zone Ecology. San Jose, Costa Rica: Tropical Science Centre.
    • (1967) Life Zone Ecology
    • Holdridge, L.R.1
  • 22
    • 1242287877 scopus 로고    scopus 로고
    • A spatial regression procedure for evaluating the relationship between AVHRR-NDVI and climate in the northern Great Plains
    • Ji, L. and Peters, A. J. (2004) A spatial regression procedure for evaluating the relationship between AVHRR-NDVI and climate in the northern Great Plains. International Journal of Remote Sensing, 25, pp. 297-311.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 297-311
    • Ji, L.1    Peters, A.J.2
  • 23
    • 0037144448 scopus 로고    scopus 로고
    • Land cover mapping principles: A return to interpretation fundamentals
    • King, R. B. (2002) Land cover mapping principles: A return to interpretation fundamentals. International Journal of Remote Sensing, 23, pp. 3525-3545.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 3525-3545
    • King, R.B.1
  • 25
    • 0031126777 scopus 로고    scopus 로고
    • Land cover mapping in tropical hillsides environment: A case study in the Cauca region of Colombia
    • Langford, M. and Bell, W. (1997) Land cover mapping in tropical hillsides environment: A case study in the Cauca region of Colombia. International Journal of Remote Sensing, 18, pp. 1289-1306.
    • (1997) International Journal of Remote Sensing , vol.18 , pp. 1289-1306
    • Langford, M.1    Bell, W.2
  • 28
    • 0030833127 scopus 로고    scopus 로고
    • Spatial modelling of deforestation in southern Cameroon
    • Mertens, B. and Lambin, E. R. (1997) Spatial modelling of deforestation in southern Cameroon. Applied Geography, 17, pp. 143-162.
    • (1997) Applied Geography , vol.17 , pp. 143-162
    • Mertens, B.1    Lambin, E.R.2
  • 29
    • 0036862830 scopus 로고    scopus 로고
    • The dynamics of land-cover change in western Honduras: Exploring spatial and temporal complexity
    • Munroe, D. K. and Southworth, J. and Tucker, C. M. (2002) The dynamics of land-cover change in western Honduras: Exploring spatial and temporal complexity. Agricultural Economics, 27, pp. 355-369.
    • (2002) Agricultural Economics , vol.27 , pp. 355-369
    • Munroe, D.K.1    Southworth, J.2    Tucker, C.M.3
  • 30
    • 0031105996 scopus 로고    scopus 로고
    • Remote sensing image analysis using a neural network and knowledge-based processing
    • Murai, H. and Omatu, S. (1997) Remote sensing image analysis using a neural network and knowledge-based processing. International Journal of Remote Sensing, 18, pp. 811-828.
    • (1997) International Journal of Remote Sensing , vol.18 , pp. 811-828
    • Murai, H.1    Omatu, S.2
  • 31
    • 0038042433 scopus 로고    scopus 로고
    • Accessibility as a determinant of landscape transformation in western Honduras: Linking pattern and process
    • Nagenora, H. and Southworh, J. and Tucker, C. (2003) Accessibility as a determinant of landscape transformation in western Honduras: Linking pattern and process. Landscape Ecology, 18, pp. 141-158.
    • (2003) Landscape Ecology , vol.18 , pp. 141-158
    • Nagenora, H.1    Southworh, J.2    Tucker, C.3
  • 33
    • 0028065554 scopus 로고
    • The global impact of land-use change
    • Ojima, D. S. and Galvin, K. A. and Turner, B. L. (1994) The global impact of land-use change. BioScience, 44, pp. 300-304.
    • (1994) BioScience , vol.44 , pp. 300-304
    • Ojima, D.S.1    Galvin, K.A.2    Turner, B.L.3
  • 34
    • 0037455687 scopus 로고    scopus 로고
    • Designing a rule-based classifier using syntactical approach
    • Onsi, H. M. (2003) Designing a rule-based classifier using syntactical approach. International Journal of Remote Sensing, 24, pp. 637-647.
    • (2003) International Journal of Remote Sensing , vol.24 , pp. 637-647
    • Onsi, H.M.1
  • 36
    • 0033900187 scopus 로고    scopus 로고
    • An analysis of deforestation patterns in the extractive reserves of Acre, Amazonia from satellite imagery: A landscape ecological approach
    • Peralta, P. and Mather, P. (2000) An analysis of deforestation patterns in the extractive reserves of Acre, Amazonia from satellite imagery: A landscape ecological approach. International Journal of Remote Sensing, 21, pp. 2555-2570.
    • (2000) International Journal of Remote Sensing , vol.21 , pp. 2555-2570
    • Peralta, P.1    Mather, P.2
  • 37
    • 0028980515 scopus 로고
    • Accuracy of Landsat TM and GIS rule-based methods for forest wetland classification in Maine
    • Sader, S. A. and Ahl, D. and Liou, W. S. (1995) Accuracy of Landsat TM and GIS rule-based methods for forest wetland classification in Maine. Remote Sensing of Environment, 53, pp. 133-144.
    • (1995) Remote Sensing of Environment , vol.53 , pp. 133-144
    • Sader, S.A.1    Ahl, D.2    Liou, W.S.3
  • 39
    • 0037208413 scopus 로고    scopus 로고
    • Integrity and isolation of Costa Rica's national parks and biological reserves: Examining the dynamics of land-cover change
    • Sanchez-Azofeifa, G. A. and Daily, G. C. and Pfaff, A. and Busch, C. (2003) Integrity and isolation of Costa Rica's national parks and biological reserves: Examining the dynamics of land-cover change. Biological Conservation, 109, pp. 123-135.
    • (2003) Biological Conservation , vol.109 , pp. 123-135
    • Sanchez-Azofeifa, G.A.1    Daily, G.C.2    Pfaff, A.3    Busch, C.4
  • 40
    • 0031970890 scopus 로고    scopus 로고
    • A modified contextual classification technique for remote sensing data
    • Sharma, K. M. and Sarkar, A. (1998) A modified contextual classification technique for remote sensing data. Photogrammetric Engineering and Remote Sensing, 64, pp. 273-280.
    • (1998) Photogrammetric Engineering and Remote Sensing , vol.64 , pp. 273-280
    • Sharma, K.M.1    Sarkar, A.2
  • 41
    • 0037051907 scopus 로고    scopus 로고
    • Mapping tropical coastal vegetation using JERS-1 and ERS-1 radar data with a decision tree classifier
    • Simard, M. and DeGrandi, G. and Saatchi, S. and Mayaux, P. (2002) Mapping tropical coastal vegetation using JERS-1 and ERS-1 radar data with a decision tree classifier. International Journal of Remote Sensing, 23, pp. 1461-1474.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 1461-1474
    • Simard, M.1    DeGrandi, G.2    Saatchi, S.3    Mayaux, P.4
  • 42
    • 0038137402 scopus 로고    scopus 로고
    • Land-cover assessment of conservation and buffer zones in the BOSAWAS natural resource reserve of Nicaragua
    • Smith, J. H. (2003) Land-cover assessment of conservation and buffer zones in the BOSAWAS natural resource reserve of Nicaragua. Environmental Management, 31, pp. 252-262.
    • (2003) Environmental Management , vol.31 , pp. 252-262
    • Smith, J.H.1
  • 43
    • 7244228074 scopus 로고    scopus 로고
    • Assessing the impact of Celaque National Park on forest fragmentation in Western Honduras
    • Southworth, J. and Nagendra, H. and Carlson, L. A. and Tucker, C. (2004) Assessing the impact of Celaque National Park on forest fragmentation in Western Honduras. Applied Geography, 24, pp. 303-322.
    • (2004) Applied Geography , vol.24 , pp. 303-322
    • Southworth, J.1    Nagendra, H.2    Carlson, L.A.3    Tucker, C.4
  • 44
    • 0032104682 scopus 로고    scopus 로고
    • Regional land cover characterization using Landsat thematic mapper data and ancillary data sources
    • Vogelmann, J. E. and Sohl, T. L. and Campbell, P. V. and Shaw, D. M. (1998) Regional land cover characterization using Landsat thematic mapper data and ancillary data sources. Environmental Monitoring and Assessment, 51, pp. 415-428.
    • (1998) Environmental Monitoring and Assessment , vol.51 , pp. 415-428
    • Vogelmann, J.E.1    Sohl, T.L.2    Campbell, P.V.3    Shaw, D.M.4
  • 45
    • 0032864593 scopus 로고    scopus 로고
    • Managing land use and land-cover change: The New Jersey Pinelands Biosphere Reserve
    • Walker, R. T. and Solecki, W. D. (1999) Managing land use and land-cover change: The New Jersey Pinelands Biosphere Reserve. Annals of the Association of American Geographers, 89, pp. 220-237.
    • (1999) Annals of the Association of American Geographers , vol.89 , pp. 220-237
    • Walker, R.T.1    Solecki, W.D.2
  • 46
    • 0033382792 scopus 로고    scopus 로고
    • Flooding and the El Nino-Southern Oscillation phenomenon along the Pacific Coast of Costa Rica
    • Waylen, P. R. and Laporte, S. (1999) Flooding and the El Nino-Southern Oscillation phenomenon along the Pacific Coast of Costa Rica. Hydrological Processes, 13, pp. 2623-2638.
    • (1999) Hydrological Processes , vol.13 , pp. 2623-2638
    • Waylen, P.R.1    Laporte, S.2
  • 47
    • 0036326141 scopus 로고    scopus 로고
    • Urban built-up land change detection with road density and spectral information from multi-temporal Landsat TM data
    • Zhang, Q. and Wang, J. and Peng, X. and Gong, P. and Shi, P. (2002) Urban built-up land change detection with road density and spectral information from multi-temporal Landsat TM data. International Journal of Remote Sensing, 23, pp. 3057-3078.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 3057-3078
    • Zhang, Q.1    Wang, J.2    Peng, X.3    Gong, P.4    Shi, P.5
  • 48
    • 0034931936 scopus 로고    scopus 로고
    • Land cover change along tropical and subtropical corridors within the Makalu Barum National Park and Conservation Area, Nepal
    • Zomer, R. J. and Ustin, S. L. and Carpenter, C. C. (2001) Land cover change along tropical and subtropical corridors within the Makalu Barum National Park and Conservation Area, Nepal. Mountain Research and Development, 21, pp. 175-183.
    • (2001) Mountain Research and Development , vol.21 , pp. 175-183
    • Zomer, R.J.1    Ustin, S.L.2    Carpenter, C.C.3


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