227
Views
34
CrossRef citations to date
0
Altmetric
Original Articles

Mapping residential density patterns using multi-temporal Landsat data and a decision-tree classifier

&
Pages 1077-1094 | Received 21 Feb 2002, Accepted 12 Mar 2003, Published online: 03 Jun 2010

References

  • Barnsley , M. J and Barr , S. L . 2000 . Monitoring urban land use by earth observation . Surveys in Geophysics , 21 : 269 – 289 .
  • Bockstael , N. E . 1996 . Modeling economics and ecology: the importance of a spatial perspective . American Journal of Agricultural Economics , 78 : 1168 – 1180 .
  • Burchell R. W Lowenstein G Dolphin W. R Galley C Downs A Seskin S Still K. G Moore T 2002 The costs of sprawl – 2000. Transit Cooperative Research Program, Report no. 74. Transportation Research Board, National Research Council. National Academy Press, Washington DC. 100 pp
  • Burchell R. W Shad D. A Listoken D Phillips H Downs A Seskin S Davis J. S Moore T Helton D Gall M 1998 The costs of sprawl—revisited. TCRP Report 39, National Academy Press, Transportation Research Board, National Research Council, Washington DC
  • Cihlar , J and Jansen , L . 2001 . From land cover to land use: a methodology for efficient land use mapping over large areas . Professional Geographer , 53 : 275 – 289 .
  • Congalton R. G Green K 1999 Assessing the Accuracy of Remotely Sensed Data: Principles and Practices (New York: Lewis Publishers)
  • DeFries , R. S and Chan , J . 2000 . Multiple criteria for evaluating machine learning algorithms for land cover classification from satellite data . Remote Sensing of Environment , 74 : 503 – 515 .
  • Friedl , M. A and Brodley , C. E . 1997 . Decision tree classification of land cover from remotely sensed data . Remote Sensing of Environment , 61 : 399 – 409 .
  • Friedl , M. A , Strahler , A. H , Barker-Schaaf , C , Woodcock , C , Gopal , S and Muchoney , D . 2000 . A note on procedures used for accuracy assessment in land cover maps derived from AVHRR data . International Journal of Remote Sensing , 21 : 1073 – 1077 .
  • Geoghegan , J , Wainger , L. A and Bockstael , N. E . 1997 . Spatial landscape indices in a hedonic framework: an ecological economics analysis using GIS . Ecological Economics , 23 : 251 – 264 .
  • Goetz S. J Wright R Smith A. J Zinecker E Schaub E 2003 Ikonos imagery for resource management: tree cover, impervious surfaces and riparian buffer analyses in the mid-Atlantic region Remote Sensing of Environment, in press
  • Gunter , J. T , Hodges , D. G , Swalm , C. M and Regens , J. L . 2000 . Predicting the urbanization of pine and mixed forests in Saint Tammany Parish, Louisiana . Photogrammetric Engineering and Remote Sensing , 66 : 1469 – 1476 .
  • Hansen , M , Dubayah , R and DeFries , R. S . 1996 . Classification trees: an alternative to traditional land cover classifiers . International Journal of Remote Sensing , 17 : 1075 – 1081 .
  • Jantz C. A Goetz S. J Smith A. J Shelley M 2003 Using the SLEUTH urban growth model to simulate the land use impacts of policy scenarios in the Baltimore–Washington metropolitan region Environment and Planning (B), in press
  • Kalkhan , M. A , Reich , R. M and Stohlgren , T. J . 1998 . Assessing the accuracy of Landsat Thematic Mapper classification using double sampling . International Journal of Remote Sensing , 19 : 2049 – 2060 .
  • Kontoes , C. C , Raptis , V , Lautner , M and Oberstadler , R . 2000 . The potential of kernel classification techniques for land use mapping in urban areas using 5 m-spatial resolution IRS-1C imagery . International Journal of Remote Sensing , 21 : 3145 – 3151 .
  • Leggett , C. G and Bockstael , N. E . 2000 . Evidence of the effects of water quality on residential land prices . Journal of Environmental Economics and Management , 39 : 121 – 144 .
  • Martin , L. R. G and Howarth , P. J . 1989 . Change-detection accuracy assessment using SPOT multispectral imagery of the rural–urban fringe . Remote Sensing of Environment , 30 : 55 – 66 .
  • Maryland Department of Planning 1998 Maryland Property View data sets Available at www.mdp.state.md.us/data/mdview.htm
  • Masek , J. G , Lindsay , F. E and Goward , S. N . 2000 . Dynamics of urban growth in the Washington DC metropolitan area, 1973–1996, from Landsat observations . International Journal of Remote Sensing , 21 : 3473 – 3486 .
  • Maryland National Capital Parks and Planning Commission 2000 Environmental guidelines for environmental management of development in Montgomery County, Maryland Available at www.mc-mncppc.org/pubs/pubs.htm, 107 pp
  • Monserud , R. A and Leemans , R . 1992 . Comparing global vegetation maps with the Kappa statistic . Ecological Modelling , 62 : 275 – 293 .
  • National Association of Home Builders 2001 Housing facts, figures and trends 2001 Available at www.nahb.com/housing_issues/facts.htm, 64 pp
  • Quinlan R 1993 C4.5: Programs for Machine Learning (San Meteo, CA: Morgan Kaufmann Publishers)
  • Smith A. J Goetz S. J Prince S. D 2003 Subpixel impervious surface mapping with Landsat satellite imagery Remote Sensing of Environment, in press
  • Stefanov , W. L , Ramsey , M. S and Christensen , P. R . 2001 . Monitoring urban land cover change: an expert system approach to land cover classification of semiarid to arid urban centers . Remote Sensing of Environment , 77 : 173 – 185 .
  • Stuckens , J , Coppin , P. R and Bauer , M. E . 2000 . Integrating contextual information with per-pixel classification for improved land cover classification . Remote Sensing of Environment , 71 : 282 – 296 .
  • Ward , D , Phinn , S. R and Murray , A. T . 2000 . Monitoring urban growth in rapidly urbanizing areas using remotely sensed data . Professional Geographer , 52 : 371 – 386 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.