374
Views
11
CrossRef citations to date
0
Altmetric
Articles

An edge-oriented approach to thematic map error assessment

&
Pages 31-56 | Received 18 Aug 2010, Accepted 06 Sep 2011, Published online: 20 Oct 2011

References

  • Biging , G. S. , Colby , D. R. and Congalton , R. G. 1999 . “ Sampling systems for change detection accuracy assessment ” . In Remote sensing change detection: environmental monitoring methods and applications , Edited by: Lunetta , R. S. and Elvidge , C. D. 281 – 308 . London : Taylor & Francis .
  • Binaghi , E. 1999 . A fuzzy set-based accuracy assessment of soft classification . Pattern Recognition Letters , 20 : 935 – 948 .
  • Boyd , D. S. 2006 . Mapping a specific class for priority habitats monitoring from satellite sensor data . International Journal of Remote Sensing , 27 : 2631 – 2644 .
  • Campbell , J. B. 1996 . Introduction to remote sensing , 2nd ed , London : Taylor & Francis .
  • Chavez , P.S. Jr. 1989 . Radiometric calibration of Landsat Thematic Mapper multispectral images . Photogrammetric Engineering and Remote Sensing , 55 : 1285 – 1294 .
  • Chen , N. , Li , H. and Wang , L. 2009 . A GIS-based approach for mapping direct use value of ecosystem services at a county scale: management implications . Ecological Economics , 68 ( 11 ) : 2768 – 2776 . doi:10.1016/j.ecolecon.2008.12.001
  • Colby , J. D. and Keating , P. L. 1998 . Land cover classification using Landsat TM imagery in the tropical highlands: the influence of anisotropic reflectance . International Journal of Remote Sensing , 19 ( 8 ) : 1479 – 1500 .
  • Congalton , R. G. and Green , K. 1999 . Assessing the accuracy of remotely sensed data: principles and practices , Boca Raton , FL : Lewis Publishers .
  • Crapper , P. F. 1984 . An estimate of the number of boundary cells in a mapped landscape coded to grid cells . Photogrammetric Engineering and Remote Sensing , 50 : 1497 – 1503 .
  • Dicks , S. E. and Lo , T. H.C. 1990 . Evaluation of thematic map accuracy in a land-use and land-cover mapping program . Photogrammetric Engineering and Remote Sensing , 56 : 1247 – 1252 .
  • Dymond , C. C. , Mladenoff , D. J. and Radeloff , V. C. 2002 . Phenological differences in tasseled cap indices to improve deciduous forest classification . Remote Sensing of the Environment , 80 : 460 – 472 .
  • Foody , G. M. 1996 . Approaches for the production and evaluation of fuzzy land cover classification from remotely-sensed data . International Journal of Remote Sensing , 17 : 1317 – 1340 .
  • Foody , G. M. 2002 . Status of land cover classification accuracy assessment . Remote Sensing of the Environment , 80 : 185 – 201 .
  • Foody , G. M. and Cox , D. P. 1994 . Sub-pixel land-cover composition estimation using a linear mixture model and fuzzy membership functions . International Journal of Remote Sensing , 15 : 185 – 201 .
  • Foody , G. M. 1996 . Identifying terrestrial carbon sinks: classification of successional stages in regenerating tropical forest form Landsat TM data . Remote Sensing of Environment , 55 : 205 – 216 .
  • Fuller , R. M. , Smith , G. M. and Devereux , B. J. 2003 . The characterization and measurement of land cover change through remote sensing: problems in operational applications? . International Journal of Applied Earth Observation and Geoinformation , 4 : 243 – 253 .
  • Gopal , S. and Woodcock , C. 1994 . Theory and methods for accuracy assessment of thematic maps using fuzzy sets . Photogrammetric Engineering and Remote Sensing , 60 : 181 – 188 .
  • Griffiths , G. H. and Lee , J. 2000 . Landscape pattern and species richness; regional scale analysis from remote sensing . International Journal of Remote Sensing , 21 : 2685 – 2704 .
  • Hagen , A. 2003 . Fuzzy set approach to assessing similarity of categorical maps . International Journal of Geographical Information Science , 17 : 235 – 249 .
  • Hammond , T. O. and Verbyla , D. L. 1996 . Optimistic bias in classification accuracy . International Journal of Remote Sensing , 17 : 1261 – 1266 .
  • Hansen , M. J. 2001 . Caribou habitat mapping and fragmentation analysis using Landsat MSS, TM, and GIS data in the North Columbia mountains, British Columbia, Canada . Remote Sensing of Environment , 77 : 50 – 65 .
  • Hill , R. A. and Smith , G. M. 2005 . Land cover heterogeneity in Great Britain as identified in land cover map 2000 . International Journal of Remote Sensing , 26 : 5467 – 5473 .
  • Jensen , J. R. 2005 . Introductory digital image processing: a remote sensing perspective , 3rd ed , Englewood Cliffs , NJ : Prentice-Hall .
  • Ji , C. Y. 2001 . Monitoring urban expansion with remote sensing in China . International Journal of Remote Sensing , 22 : 1441 – 1455 .
  • Kamusoko , C. and Aniya , M. 2009 . Hybrid classification of Landsat data and GIS for land use/cover change analysis of the Bindura district, Zimbabwe . International Journal of Remote Sensing , 30 : 97 – 115 .
  • Khorram , S. 1999 . Accuracy assessment of remote sensing-derived change detection , Bethesda , MD : American Society for Photogrammetry and Remote Sensing .
  • Kuzera , K. and Pontius , R.G. Jr. 2008 . Importance of matrix construction for multiple-resolution categorical map comparison . GIS and Remote Sensing , 45 ( 3 ) : 249 – 274 .
  • Laba , M. , Smith , S. D. and Degloraia , S. D. 1997 . Landsat-based land cover mapping in the lower Yuna River watershed in the Dominican Republic . International Journal of Remote Sensing , 18 : 3011 – 3025 .
  • Lambin , E. F. and Ehrlich , D. 1997 . Land-cover changes in sub-Saharan Africa (1982–1991): application of a change index based on remotely sensed surface temperature and vegetation indices at a continental scale . Remote Sensing of Environment , 61 : 181 – 200 .
  • Lewis , H. G. and Brown , M. 2001 . A generalized confusion matrix for assessing area estimates from remotely sensed data . International Journal of Remote Sensing , 22 : 3223 – 3235 .
  • Li , B. and Zhou , Q. 2009 . Accuracy assessment on multi-temporal land-cover change detection using a trajectory error matrix . International Journal of Remote Sensing , 5 ( 10 ) : 1283 – 1296 .
  • 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 , 5 ( 25 ) : 1037 – 1050 .
  • Lowell , K. 2001 . An area-based accuracy assessment methodology for digital maps . International Journal of Remote Sensing , 22 : 3571 – 3596 .
  • Lu , D. 2003 . Change detection techniques . International journal of Remote Sensing , 25 ( 12 ) : 2365 – 2407 .
  • Macleod , R. D. and Congalton , R. G. 1998 . A quantitative comparison of change-detection algorithm for monitoring eelgrass from remotely sensed data . Photogrammetric Engineering and Remote Sensing , 64 : 207 – 216 .
  • Mas , J. F. 1999 . Monitoring land cover changes: a comparison of change detection techniques . International Journal of Remote Sensing , 20 ( 1 ) : 139 – 152 .
  • Mas , J. F. 2005 . Monitoring land-cover changes: a method to reduce erroneous changes due to positional error . Transactions in GIS , 9 ( 4 ) : 619 – 629 .
  • Mickelson , J.G. Jr. , Civco , D. L. and Silander , J.A. Jr. 1998 . Delineating forest canopy species in the northeastern United States using multi-temporal TM imagery . Photogrammetric Engineering and Remote Sensing , 64 : 891 – 904 .
  • Moraes , J.F.L.de . 1998 . Land cover mapping and carbon pool estimates in Rondonia, Brazil . International Journal of Remote Sensing , 19 ( 5 ) : 921 – 934 .
  • Morisette , J. T. and Khorram , S. 2000 . Accuracy assessment curves for satellite-based change detection . Photogrammetric Engineering and Remote Sensing , 66 ( 7 ) : 875 – 880 .
  • Muller , S. V. 1998 . Accuracy assessment of a land-cover map of the Kuparuk River basin, Alaska: considerations for remote regions . Photogrammetric Engineering and Remote Sensing , 64 : 619 – 628 .
  • Nelson , E. 2009 . Modeling multiple ecosystem services, biodiversity conservation, commodity production, and tradeoffs at landscape scales . Frontiers in Ecology and the Environment , 7 ( 1 ) : 4 – 11 .
  • Oetter , D.R. 2000 . Land cover mapping in an agricultural setting using multiseasonal Thematic Mapper data . Remote Sensing of Environment , 76 : 139 – 155 .
  • Pontius , R.G. Jr. 2000 . Quantification error versus location error in comparison of categorical maps . Photogrammetric Engineering and Remote Sensing , 66 : 1011 – 1016 .
  • Pontius , R.G. Jr. and Cheuk , M. L. 2006 . A generalized cross-tabulation matrix to compare soft-classified maps at multiple resolutions . International Journal of Geographical Information Science , 20 ( 1 ) : 1 – 30 .
  • Pontius , R.G. Jr. and Connors , J. 2009 . Range of categorical associations for comparison of maps with mixed pixels . Photogrammetric Engineering & Remote Sensing , 75 ( 8 ) : 963 – 969 .
  • Pontius , R.G. Jr. and Li , X. 2010 . Land transition estimates from erroneous maps . Journal of Land Use Science , 5 ( 1 ) : 31 – 44 .
  • Pontius , R.G. Jr. and Lippitt , C. D. 2006 . Can error explain map differences over time? . Cartography and Geographic Information Science , 33 ( 2 ) : 159 – 171 .
  • Pontius , R.G. Jr. and Millones , M. Problems and solutions for kappa-based indices of agreement . Conference proceedings of studying, modeling and sense making of planet earth . June 1–6 2008 . Mytilene Lesvos , Greece : Department of Geography, University of the Aegean .
  • Pontius , R.G. Jr. and Millones , M. 2011 . Death to kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment . International Journal of Remote Sensing , 32 ( 15 ) : 4407 – 4429 .
  • Pontius , R.G. Jr. and Petrova , S. H. 2010 . Assessing a predictive model of land change using uncertain data . Environmental Modelling & Software , 25 : 299 – 309 .
  • Pontius , R.G. Jr. , Peethambaram , S. and Castella , J. 2011 . Comparison of three maps at multiple resolutions: a case study of land change simulation in Cho Don District, Vietnam . Annals of the Association of American Geographers , 101 ( 1 ) : 45 – 62 .
  • Pontius , R.G. Jr. , Shusas , E. and McEachern , M. 2004 . Detecting important categorical land changes while accounting for persistence . Agriculture Ecosystems & Environment , 101 : 251 – 268 .
  • Reese , H. M. 2002 . Statewide land cover derived from multiseasonal Landsat TM data: a retrospective of the WISCLAND project . Remote Sensing of Environment , 82 : 224 – 237 .
  • Richards , J. A. 1996 . Classifier performance and map accuracy . Remote Sensing of Environment , 57 : 161 – 166 .
  • Singh , A. 1989 . Digital change detection techniques using remotely sensed data . International Journal of Remote Sensing , 10 : 989 – 1003 .
  • Skole , D. L. 1994 . “ Data on global land-cover change: acquisition, assessment and analysis ” . In Changes in land use and land cover: a global perspective , Edited by: Meyer , W. B. and Turner II , B. L. 437 – 471 . Cambridge , , UK : Cambridge University Press .
  • Skole , D. and Tucker , C. 1993 . Tropical deforestation and habitat fragmentation in the Amazon: satellite data from 1978 to 1988 . Science , 260 : 1905 – 1910 .
  • Stehman , S. V. 1997 . Selecting and interpreting measures of thematic classification accuracy . Remote Sensing of Environment , 62 : 77 – 89 .
  • Stehman , J. D. 2003 . Thematic accuracy of the 1992 national land-cover data for the eastern United States: statistical methodology and regional results . Remote Sensing of Environment , 86 : 500 – 516 .
  • Story , M. and Congalton , R. 1986 . Accuracy assessment: a user's perspective . Photogrammetric Engineering and Remote Sensing , 43 : 1135 – 1137 .
  • Stow , D. A. 1999 . Reducing misregistration effects for pixel-level change detection . International Journal of Remote Sensing , 20 ( 12 ) : 2477 – 2483 .
  • Tallis , H. and Polasky , S. 2009 . Mapping and valuing ecosystem services as an approach for conservation and natural-resource management . Annals of the New York Academy of Science , 1162 : 265 – 283 .
  • Teillet , P. M. and Fedosejevs , G. 1995 . On the dark target approach to atmospheric correction of remotely sensed data . Canadian Journal of Remote Sensing , 21 : 374 – 387 .
  • Van Oort , P.A.J. 2007 . Interpreting the change detection matrix . Remote Sensing of Environment , 108 : 1 – 8 .
  • Verbyla , D. L. and Hammond , T. O. 1995 . Conservative bias in classification accuracy assessment due to pixel-by-pixel comparison of classified images with reference grids . International Journal of Remote Sensing , 16 : 581 – 587 .
  • Vieira , G. C.I. 2003 . Classifying successional forest using Landsat spectral properties and ecological characteristics in eastern Amazonia . Remote Sensing of Environment , 87 : 470 – 481 .
  • Wang , F. 1990 . Improving remote sensing image analysis through fuzzy information representation . Photogrammetric Engineering and Remote Sensing , 56 : 1163 – 1169 .
  • Wang , S. , Xu , J. and Zhou , C. 2002 . Using remote sensing to estimate the change of carbon storage: a case study in the estuary of Yellow River delta . International Journal of Remote Sensing , 23 : 1565 – 1580 .
  • Wang , X. , Ren , Z. and Tan , K. 2007 . Eco-environmental evaluation with remote sensing in the middle and upper areas if the Yellow River drainage basin . International Journal of Remote Sensing , 28 : 3937 – 3951 .
  • Wolter , P. T. 1995 . Improved forest classifications in the northern lakes states using multi-temporal Landsat imagery . Photogrammetric Engineering and Remote Sensing , 61 : 1129 – 1143 .
  • Woodcock , C. E. and Gopal , S. 2000 . Fuzzy set theory and thematic maps: accuracy assessment and area estimation . International Journal of Geographical Information Science , 14 : 153 – 172 .
  • Xiuwan , C. 2002 . Using remote sensing and GIS to analyze land cover change and its impacts on regional sustainable land use . International Journal of Remote Sensing , 23 : 107 – 124 .
  • Yang , X. and Liu , Z. 2005 . Using satellite imagery and GIS for land-use and land-cover change mapping in an estuarine watershed . International Journal of Remote Sensing , 26 : 5275 – 5296 .
  • 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 ( 9 ) : 1775 – 1798 .
  • Yuan , D. , Elvidge , C. D. and Lunetta , R. S. 1999 . “ Survey of multispectral methods for land cover change analysis ” . In Remote sensing change detection: environmental monitoring methods and applications , Edited by: Lunetta , R. S. and Elvidge , C. D. 21 – 39 . London : Taylor & Francis .
  • Zang , J. and Foody , G. M. 1998 . A fuzzy classification of sub-urban land cover from remotely sensed imagery . International Journal of Remote Sensing , 14 : 2721 – 2738 .
  • Zhao , G. X. , Lin , G. and Warner , T. 2004 . Using Thematic Mapper data for change detection and sustainable use of cultivated land: a case study in the Yellow River delta, China . International Journal of Remote Sensing , 13 : 2509 – 2522 .
  • Zhu , Z. 2000 . Accuracy assessment for the U.S. Geological Survey regional land-cover mapping program: New York and New Jersey region . Photographic Engineering and Remote Sensing , 66 : 1425 – 1435 .

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.