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Original Articles

Modelling uncertainty of a land management map derived from a time series of satellite images

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Pages 597-616 | Received 03 Jan 2008, Accepted 20 Jan 2009, Published online: 23 Feb 2010

References

  • Congalton , R. and Green , K. 1998 . Assessing the Accuracy of Remotely Sensed Data: principles and practices , Boca Raton, FL : Lewis Publishers .
  • Corves , C. and Place , C.J. 1994 . Mapping the reliability of satellite-derived landcover maps – an example from the Central Brazilian Amazon Basin . International Journal of Remote Sensing , 15 : 1283 – 1294 .
  • Corwin , D.L. 1996 . “ GIS applications of deterministic solute transport models for regional-scale assessment of non-point-source pollutants in the vadose zone ” . In Application of GIS to the Modeling of Non-Point Source Pollutants in the Vadose Zone , Edited by: Corwin , D.L. and Loague , K. 69 – 100 . Madison, Wisconsin : Soil Science Society of America . SSSA Special Publication 48
  • Dai , X.L. and Khorram , S. 1998 . The effects of image misregistration on the accuracy of remotely sensed change detection . IEEE Transactions on Geoscience and Remote Sensing , 36 : 1566 – 1577 .
  • Dunn , S.M. , Vinten , A.J.A. , Lilly , A. , DeGroote , J. , Sutton , M.A. and McGechan , M. 2004 . Nitrogen risk assessment model for Scotland: I. nitrogen leaching . Hydrology and Earth System Sciences , 8 : 191 – 204 .
  • Dymond , J.R. , Shepherd , J.D. and Qi , J. 2001 . A simple physical model of vegetation reflectance for standardising optical satellite imagery . Remote Sensing of Environment , 77 : 230 – 239 .
  • Foody , G.M. 2001 . GIS: the accuracy of spatial data revisited . Progress in Physical Geography , 25 : 389 – 398 .
  • Foody , G.M. 2002 . Status of land cover classification accuracy assessment . Remote Sensing of Environment , 80 : 185 – 201 .
  • Friedl , M.A. , McGwire , K.C. and McIver , D.K. 2001 . “ An overview of uncertainty in optical remotely sensed data for ecological applications ” . In Spatial Uncertainty in Ecology: implications for remote sensing and GIS applications , Edited by: Hunsaker , C.T. , Goodchild , M.F. , Friedl , M.A. and Case , T.J. 258 – 283 . New York : Springer-Verlag .
  • Goodchild , M.F. , Guoqing , S. and Shiren , Y. 1992 . Development and test of an error model for categorical data . International Journal of Geographical Information Systems , 6 : 87 – 104 .
  • Griffith , G.S. , Cresswell , A. , Jones , S. and Allen , D.K. 2000 . The nitrogen handling characteristics of white clover (Trifolium repens L.) cultivars and a perennial ryegrass (Lolium perenne L.) cultivar . Journal of Experimental Botany , 51 : 1879 – 1892 .
  • Hansen , S. , Thirup , C. , Refsgaard , J.C. and Jensen , L.S. 2001 . “ Modeling nitrate leaching at different scales – application of the Daisy model ” . In Modeling Carbon and Nitrogen Dynamics for Soil Management , Edited by: Shaffer , M.J. , Ma , L. and Hansen , S. 511 – 547 . Boca Raton, FL : CRC Press .
  • Huang , Z. and Lees , B. 2005 . Representing and reducing error in natural-resource classification using model combination . International Journal of Geographical Information Science , 19 : 603 – 621 .
  • Jamieson, P.D., Armour, T. and Zyskowski, R.F., 2003, On-farm testing of the Sirius Wheat Calculator forNfertiliser and irrigation management. In Proceedings of 11th Australian Agronomy Conference, 2–6 February 2003, Geelong, Victoria (Horsham, Australia: Australian Society of Agronomy Inc., Victorian Institute for Dryland Agriculture). http://www.regional.org.au/asa/2003/c/2/jamieson.htm
  • Jensen , J.R. 1996 . Introductory Digital Image Processing: a remote sensing perspective , New Jersey : Prentice-Hall .
  • Knisel , W.G. , ed. 1993 . GLEAMS: Groundwater Loading Effects of Agricultural Management Systems, version 2.10. University of Georgia, Coastal Plain Experimental Station, Biological and Agricultural Engineering Department Publication No. 5
  • Lilburne, L. and North, H., 2004, Sources of uncertainty in landuse pressure mapping. In Proceedings of 6th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, 28 June–1 July 2004, Portland, Maine, USA. http://www.spatial-accuracy.org/system/files/Lilburne2004 accuracy.pdf
  • Lilburne , L. and Tarantola , S. 2009 . Sensitivity analysis of spatial models . International Journal of Geographical Information Science , 23 : 151 – 168 .
  • Lilburne , L.R. , Webb , T.H. and Francis , G.S. 2003 . Relative effect of climate, soil, and management of nitrate leaching under wheat production in Canterbury, New Zealand . Australian Journal of Soil Research , 41 : 699 – 709 .
  • Lilburne , L. , Bright , J. , Francis , G. , Close , M. , Bidwell , V. , Snow , V. , Thorrold , B. , Crisley , K. and Smith , V. 2006 . The IRAP project: predictive farm- and regional-scale tools for assessing land use impacts on groundwater quality . Palmerston North, New Zealand: Fertiliser and Lime Research Centre, Occasional Report , 19 : 440 – 444 .
  • Liu , W.G. , Gopal , S. and Woodcock , C.E. 2004 . Uncertainty and confidence in land cover classification using a hybird classifier approach . Photogrammetric Engineering and Remote Sensing , 70 : 963 – 971 .
  • Lu , D. and Weng , Q. 2007 . A survey of image classification methods and techniques for improving classification performance . International Journal of Remote Sensing , 28 : 823 – 870 .
  • Lucieer , A. and Kraak , M.J. 2004 . Interactive and visual fuzzy classification of remotely sensed imagery for exploration of uncertainty . International Journal of Geographical Information Science , 18 : 491 – 512 .
  • Lunetta , R.S. 1999 . “ Applications, project formulation, and analytical approach ” . In Remote Sensing Change Detection , Edited by: Lunetta , R.S. and Elvidge , C.D. 1 – 19 . London : Taylor and Francis .
  • McIver , D.K. and Friedl , M.A. 2001 . Estimating pixel-scale land cover classification confidence using nonparametric machine learning methods . IEEE Transactions on Geoscience and Remote Sensing , 39 : 1959 – 1968 .
  • Murakami , S. , Yasuhara , K. , Suzuki , K. and Komine , H. 2006 . Reliable land subsidence mapping using a spatial interpolation procedure based on geostatistics . Soils and Foundations , 46 : 123 – 134 .
  • North , H. , Lilburne , L. , Pairman , D. , Webb , T. , Burgham , S. , Belliss , S. and McNeill , S. 2002 . “ Mapping agricultural land-use practices using multi-temporal satellite remote sensing ” . In Proceedings of Image & Vision Computing New Zealand , 287 – 292 . New Zealand : University of Auckland . 26–28 November 2002
  • North , H.C. , Lilburne , L.R. , Burgham , S.J. and Belliss , S.E. 2005 . “ Segmentation of paddocks for object-level processing of multi-temporal satellite image sequences ” . In Proceedings of Image and Vision Computing New Zealand 2005 , 416 – 421 . New Zealand : University of Otago, Dunedin . 28–29 November 2005
  • Ozdogan , M. and Woodcock , C.E. 2006 . Resolution dependent errors in remote sensing of cultivated areas . Remote Sensing of Environment , 103 : 203 – 217 .
  • Steele , B.M. , Winne , J.C. and Redmond , R.L. 1998 . Estimation and mapping of misclassification probabilities for thematic land cover maps . Remote Sensing of the Environment , 66 : 192 – 202 .
  • Stehman , S.V. and Czaplewski , R.L. 1998 . Design and analysis for thematic map accuracy assessment – fundamental principles . Remote Sensing of Environment , 64 : 331 – 344 .
  • Stow , D.A. 1999 . Reducing the effects of misregistration on pixel-level change detection . International Journal of Remote Sensing , 20 : 2477 – 2483 .
  • Tucker , C.J. 1979 . Red and photographic infrared linear combinations for monitoring vegetation . Remote Sensing of Environment , 8 : 127 – 150 .
  • Walsh , S.J. , Moody , A. , Allen , T.R. and Brown , D.G. 1997 . “ Scale dependence of NDVI and its relationship to mountainous terrain ” . In Scale in Remote Sensing and GIS , Edited by: Quattrochi , D.A. and Goodchild , M.F. 27 – 55 . Boca Raton, FL : Lewis Publishers .
  • Woodcock , C.E. and Gopal , S. 2000 . Fuzzy set theory and thematic maps: accuracy assessment and area estimation . International Journal of Geographical Information Systems , 14 : 153 – 172 .
  • Yoshioka , H. , Miura , T. , Huete , A.R. and Ganapol , B.D. 2000 . Analysis of vegetation isolines in Red-NIR reflectance space . Remote Sensing of Environment , 74 : 313 – 326 .
  • Zhu , A.-X. 1997 . Measuring uncertainty in class assignment for natural resource maps under fuzzy logic . Photogrammetric Engineering and Remote Sensing , 63 : 1195 – 1202 .

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