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Original Articles

A Hybrid Approach for Land Use/Land Cover Classification

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Pages 365-387 | Published online: 15 May 2013

References

  • Adams, J. B., Sabol, D. E., Kapos, V., Filho, R. A., Roberts, D. A., Smith, M. O., and A. R. Gillespie, 1995, "Classification of Multispectral Images Based on Fractions of Endmembers: Application to Land-Cover Change in the Brazilian Amazon," Remote Sensing of Environment , 52:137-154.
  • Brown, D., 1998, "Classification and Boundary Vagueness in Mapping Resettlement Forest Types," International Journal of Geographic Information Science , 12:105-129.
  • Campbell, J. B., 1996, Introduction to Remote Sensing , New York: Guiford, 626 p.
  • Casals-Carrasco, P., Kubo, S., and B. B. Madhavan, 2000, "Application of Spectral Mixture Analysis for Terrain Evaluation Studies," International Journal of Remote Sensing , 21(16):3039-3055.
  • Chander, G. and B. Markham, 2003, "Revised Landsat-5 TM Radiometric Calibration Procedures and Postcalibration Dynamic Ranges," IEEE Transactions on Geoscience and Remote Sensing , 41(11):2674-2677.
  • Chang, C. and D. Heinz, 2000, "Constrained Subpixel Target Detection for Remotely Sensed Imagery," IEEE Tractions on Geoscience and Remote Sensing , 38(3):1144-1159.
  • Chica-Olmo, M. and F. Abarca-Hernandez, 2000, "Computing Geostatistical Image Texture for Remotely Sensed Data Classification," Computers & Geosciences , 26:373-383.
  • Clapham, W. B., 2003, "Continuum-Based Classification of Remotely Sensed Imagery to Describe Urban Sprawl on a Watershed Scale," Remote Sensing of Environment , 86:322-340.
  • Clark Labs, 2009, "IDRISI Focus Paper" http://www.clarklabs.org/applications/upload/Segmentation-IDRISI-Focus-Paper.pdf
  • Collado, A. D., Chuvieco, E., and A. Camarasa, 2002, "Satellite Remote Sensing Analysis to Monitor Desertification Processes in the Crop—Rangeland Boundary of Argentina," Journal of Arid Environments , 52:121-133.
  • Dal, X. L. and S. Khorram, 1999, "Remotely Sensed Change Detection Based on Artificial Neural Networks," Photogrammetric Engineering & Remote Sensing , 65(10):1187-1194.
  • Definiens Imaging, 2004, eCognition User Guide , Munich, Germany: Definiens Imaging, 72 p.
  • Dennison, P. E., Halligan, K. Q., and D. A. Roberts, 2004, "A Comparison of Error Metrics and Constraints for Multiple Endmember Spectral Mixture Analysis and Spectral Angle Mapper," Remote Sensing of Environment , 93:359-367.
  • Dennison, P. E. and D. A. Roberts, 2003, "Endmember Selection for Multiple Endmember Spectral Mixture Analysis Using Endmember Average RMSE," Remote Sensing of Environment , 87:123-135.
  • Dong, P. and B. Leblon, 2004, "Rock Unit Discrimination on Landsat TM, SIR-C, and Radarsat Images Using Spectral and Textual Information," International Journal of Remote Sensing , 25:3745-3768.
  • ENVI, 2000, ENVI User's Guide , Boulder, CO: Research Systems Inc.
  • Erol, H. and F. Akdeniz, 2005, "A Per-field Classification Method Based on Mixture Distribution Models and an Application to Landsat Thematic Mapper Data," International Journal of Remote Sensing , 26(6):1229-1244.
  • Galster, G., Hanson, R., Ratcliffe, M. R., Wolman, H., Colman, S., and J. Freihage, 2001, "Wrestling Sprawl to the Ground: Defining and Measuring an Elusive Concept," Housing Policy Debate , 12(4):681-717.
  • Garcia-Haro, F. J., Gilabert, M. A., and J. Melia, 1999, "Extraction of Endmembers from Spectral Mixtures," Remote Sensing of Environment , 68:237-253.
  • Gilabert, M. A., Garcia-Haro, F. J., and J. Melia, 2000, "A Mixture Modeling to Estimate Vegetation Parameters for Heterogeneous Canopies in Remote Sensing," Remote Sensing of Environment , 72:328-345.
  • Goovaerts, P., Jacquez, G. M., and A. Marcus, 2005, "Geostatistical and Local Cluster Analysis of High Resolution Hyperspectral Imagery for Detection of Anomalies," Remote Sensing of Environment , 95:351-367.
  • Gross, H. N. and J. R. Schott, 1998, "Application of Spectral Mixture Analysis and Image Fusion Techniques for Image Sharpening," Remote Sensing of Environment , 63: 85-94.
  • Guindon, B., Zhang, Y., and C. Dillabaugh, 2004, "Landsat Urban Mapping Based on a Combined Spectral-spatial Methodology," Remote Sensing of Environment , 92: 218-232.
  • Herold, M., Roberts, D. A., Gardner, M. E., and P. E. Dennison, 2004, "Spectrometry for Urban Area Remote Sensing—Development and Analysis of a Spectral Library from 350-2400 nm," Remote Sensing of Environment , 91:304-319.
  • Herold, M., Scepan, J., and K. C. Clarke, 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.
  • Jansen, L. J. M. and A. D. Gregorio, 2002, "Parametric Land Cover and Land Use Classifications as Tools for Environmental Change Detection," Agriculture, Ecosystems & Environment , 91:89-100.
  • Ji, C. Y., Liu, Q., Sun, D., Wang, S., Lin, P., and X. Li, 2001, "Monitoring Urban Expansion with Remote Sensing in China," International Journal of Remote Sensing , 22(8):1441-1455.
  • Ju, J., Gopal, S., and E. D. Kolaczyk, 2005, "On the Choice of Spatial and Categorical Scale in Remote Sensing Land Cover Classification," Remote Sensing of Environment , 96(1):62-77.
  • Kaufmann, R. K. and K. C. Seto, 2001, "Change Detection, Accuracy, and Bias in a Sequential Analysis of Landsat Imagery in the Pearl River Delta, China: Econometric Techniques," Agriculture, Ecosystems, & Environment , 85:95-105.
  • Landsat Project Science Office, 1999, "Landsat 7 Science Data Users Handbook," http://landsathandbook.gsfc.nasa.gov/handbook/handbook_htmls/chapter11/chapter11.html
  • Li, X. and A. G. O. Yeh, 1998, "Principal Component Analysis of Stacked Multi-Temporal Images for the Monitoring of Rapid Urban Expansion in the Pearl River Delta," International Journal of Remote Sensing , 19:1501-1518.
  • Lobell, D. B., Asner, G. P., Law, B. E., and R. N. Treuhaft, 2002, "View Angle Effects on Canopy Reflectance and Spectral Mixture Analysis of Coniferous Forests Using AVIRIS," International Journal of Remote Sensing , 23(11):2247-2262.
  • Lu, D. and Q. Weng, 2004, "Spectral Mixture Analysis of the Urban Landscape in Indianapolis with Landsat ETM+ Imagery," Photogrammetric Engineering & Remote Sensing , 70(9):1053-1062.
  • Madhavan, B. B., Kubo, S., Kurisaki, N., and T. V. L. N. Sivakumar, 2001, "Appraising the Anatomy and Spatial Growth of the Bangkok Metropolitan Area Using a Vegetation-Impervious-Soil Model through Remote Sensing," International Journal of Remote Sensing , 22:789-806.
  • Markham, B. L. and J. L. Barker, 1987, "Thematic Mapper Bandpass Solar Exoatmospheric Irradiances," International Journal of Remote Sensing , 8(3):517-523.
  • Martin, L. R. G. and P. J. Howarth, 1989, "Change Detection Accuracy Assessment Using SPOT Multispectral Imagery of the Rural-Urban Fringe," Remote Sensing of Environment , 30:55-66.
  • Meer, F. V. D. and S. M. D. Jong, 2000, "Improving the Results of Spectral Unmixing of Landsat Thematic Mapper Imagery by Enhancing the Orthogonality of Endmembers," International Journal of Remote Sensing , 21(15):2781-2797.
  • Ojala, T. and Pietikainen, M, 2004, "Texture Classification" http://www.ee.oulu.fi/research/imag/texture
  • Pilon, P. G., Howarth, P. J., and R. A. Bullock, 1988, "An Enhanced Classification Approach to Change Detection in Semi-arid Environments," Photogrammetric Engineering and Remote Sensing , 54:1709-1716.
  • Phinn, S., Stanford, M., Scarth, P., Murray, A. T., and P. T. Shyy, 2002, "Monitoring the Composition of Urban Environments Based on the Vegetation-Impervious Surface-Soil (VIS) Model by Subpixel Analysis Techniques," International Journal of Remote Sensing , 23(20):4131-4153.
  • Rashed, T., Weeks, J. R., Stow, D., and D. Fugate, 2005, "Measuring Temporal Compositions of Urban Morphology through Spectral Mixture Analysis: Toward a Soft Approach to Change Analysis in Crowded Cities," International Journal of Remote Sensing , 26:699-718.
  • Ridd, M. K., 1995, "Exploring a V-I-S (Vegetation-Impervious-Soil) Model for Urban Ecosystem Analysis through Remote Sensing Comparative Anatomy for Cities," International Journal of Remote Sensing , 16:2165-2185.
  • Roberts, D. A., Gardner, M., Church, R., Ustin, S., Scheer, G., and R. O. Green, 1998, "Mapping Chaparral in the Santa Monica Mountains Using Multiple Endmember Spectral Mixture Models," Remote Sensing of Environment , 65:267-279.
  • Schweik, C. M. and G. M. Green, 1999, "The Use of Spectral Mixture Analysis to Study Human Incentives, Actions, and Environmental Outcomes," Social Science Computer Review , 17(1):40-63.
  • Seto, K. C., Woodcock, C. E., Song, C., Huang, X., Lu, J., and R. K. Kaufmann, 2002, "Monitoring Land-Use Change in the Pearl River Delta Using Landsat TM," International Journal of Remote Sensing , 23(10):1985-2004.
  • Small, C., 2003, "High Spatial Resolution Spectral Mixture Analysis of Urban Reflectance," Remote Sensing of Environment , 88:170-186.
  • Small, C., 2004, "The Landsat ETM+ Spectral Mixing Space," Remote Sensing of Environment , 93:1-17.
  • Small, C., 2005, "A Global Analysis of Urban Reflectance," International Journal of Remote Sensing , 26(4):661-681.
  • Song, C., 2005, "Spectral Mixture Analysis for Subpixel Vegetation Fractions in the Urban Environment: How to Incorporate Endmember Variability?," Remote Sensing of Environment , 95:248-263.
  • Tapiador, F. J. and J. L. Casanova, 2003, "Land Use Mapping Methodology Using Remote Sensing for the Regional Planning Directives in Segovia, Spain," Landscape & Urban Planning , 62:103-115.
  • Theseira, M. A., Thomas, G., Taylor, J. C., Gelmmell, F., and J. Varjo, 2003, "Sensitivity of Mixture Modeling to End-member Selection," International Journal of Remote Sensing , 24:1559-1575.
  • Thomas, I. L., Benning, V., and N. P. Ching, 1987, Classification of Remotely Sensed Images , Bristol, UK: J. W. Arrowsmith Ltd., 268 p.
  • Tompkins, S., Mustard, J. F., Pieters, C. M., and D. W. Forsyth, 1997, "Optimization of Endmembers for Spectral Mixture Analysis," Remote Sensing of Environment , 59:472-489.
  • Treitz, P. and J. Rogan, 2003, "Remote Sensing for Mapping and Monitoring Land-Cover and Land-Use Change—an Introduction," Progress in Planning , 61:269-279.
  • Weber, B., Jensen, L., Miller, K., Mosley, J., and M. Fisher, 2005, "A Critical Review of Rural Poverty Literature: Is There Truly Rural Effect?," International Regional Science Review , 28(4):381-414.
  • Weber, C. and A. Puissant, 2003, "Urbanization Pressure and Modeling of Urban Growth: Example of the Tunis Metropolitan Area," Remote Sensing of Environment , 86:341-352.
  • Welch, R. and M. Ehlers, 1987, "Merging Multi-resolution SPOT HRV and Landsat-TM Data," Photogrammetic Engineering and Remote Sensing , 52:301-303.
  • Weng, Q., 2001, "Modeling Urban Growth Effects on Surface Runoff with the Integration of Remote Sensing and GIS," Environmental Management , 28(6):737-748.
  • Wilson, E. H., Hurd, J. D., Civco, D. L., Prisloe, M. P., and C. Arnold, 2003, "Development of a Geospatial Model to Quantify, Describe, and Map Urban Growth," Remote Sensing of Environment , 86:275-285.
  • Wu, C., 2004, "Normalized Spectral Mixture Analysis for Monitoring Urban Composition Using ETM+ Imagery," Remote Sensing of Environment , 93:480-492.
  • Wu, C. and A. Murray, 2003, "Estimating Impervious Surface Distribution by Spectral Mixture Analysis," Remote Sensing of Environment , 84:493-505.
  • Yang, X., 2000, Integrating Image Analysis and Dynamic Spatial Modeling with GIS in a Rapidly Suburbanizing Environment , Ph.D. dissertation, University of Georgia, Athens, 314 p.
  • Yang, X. and C. P. Lo, 2000, "Relative Radiometric Normalization Performance for Change Detection from Multi-data Satellite Images," Photogrammetric Engineering and Remote Sensing , 66:967-980.
  • Yang, X. and C. P. Lo, 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(9):1775-1798.
  • Zha, Y., Gao, J., and S. Ni, 2003, "Use of Normalized Difference Built-up Index in Automatically Mapping Urban Areas from TM Imagery," International Journal of Remote Sensing , 24(3):583-594.

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