References
- Anselin , L. and Getis , A. 1992 . Spatial statistical analysis and geographic information systems . The Annals of Regional Science , 26 : 19 – 33 .
- Breiman , L. , Friedman , J. , Olsen , R. and Stone , C. 1984 . Classification and Regression Trees , Belmont, CA : Wadsworth .
- Brodley , C.E. , Lane , T. and Stough , T.M. 1999 . Knowledge discovery and data mining . American Scientist , 87 : 54 – 61 .
- Congalton , R.G. 1991 . A review of assessing the accuracy of classifications of remotely sensed data . Remote Sensing of Environment , 37 : 35 – 46 .
- Congalton , R.G. and Green , K. 2008 . Assessing the Accuracy of Remotely Sensed Data: Principles and Practices , 2nd , Boca Raton, FL : Lewis . Mapping Sciences Series
- De'ath , G. and Fabricius , K.E. 2000 . Classification and regression trees: a powerful yet simple technique for ecological data analysis . Ecology , 81 : 3178 – 3192 .
- Frery , A.C. , Ferrero , S. and Bustos , O.H. 2009 . The influence of training errors, context and numbers of bands in the accuracy of image classification . International Journal of Remote Sensing , 30 : 1425 – 1440 .
- Friedl , M.A. , Woodcock , C. , Gopal , S. , Muchoney , D. , Strahler , A.H. and Barker-Schaaf , C. 2000 . A note on procedures for accuracy assessment in land cover maps derived from AVHRR data . International Journal of Remote Sensing , 21 : 1073 – 1077 .
- Getis , A. and Ord , K. 1992 . The analysis of spatial association by use of distance statistics . Geographical Analysis , 24 : 189 – 206 .
- Hansen , M. , Dubayah , R. and DeFries , R. 1996 . Classification trees: an alternative to traditional land cover classifiers . International Journal of Remote Sensing , 17 : 1075 – 1081 .
- Kettig , R.L. and Landgrebe , D.A. 1976 . Classification of multispectral image data by extraction and classification of homogeneous objects . IEEE Transactions on Geoscience Electronics , 14 : 19 – 26 .
- Lawrence , R.L. and Wright , A. 2001 . Rule-based classification systems using classification and regression tree (Cart) analysis . Photogrammetric Engineering & Remote Sensing , 67 : 1137 – 1142 .
- Mannel , S. , Hua , D. and Price , M. 2006 . A method to obtain large quantities of reference data . International Journal of Remote Sensing , 27 : 623 – 627 .
- Plutowski , M. , Sakata , S. and White , H. 1994 . “ Cross-validation estimates IMSE ” . In Advances in Neural Information Processing Systems , Edited by: Cowan , J. , Tesauro , G. and Alspector , J. 391 – 398 . San Mateo, CA : Morgan Kaufman .
- Quinlan, J.R., 2000, See5: an informal tutorial. http://www.rulequest.com/see5-win.html (http://www.rulequest.com/see5-win.html)
- Read, B.J., 2000, Data mining and science? CLRC Rutherford Appleton Laboratory, Chilton, Didcot, Oxon, UK. http://www.ercim.eu/publication/ws-proceedings/12th-EDRG/EDRG12_Re.pdf (http://www.ercim.eu/publication/ws-proceedings/12th-EDRG/EDRG12_Re.pdf)
- 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 Environment , 66 : 192 – 202 .
- Swain , P.H. and Hauska , H. 1977 . The decision tree classifier: design and potential . IEEE Transactions on Geoscience Electronics , 15 : 142 – 147 .
- Tobler , W.R. 1970 . A computer movie simulating urban growth in the Detroit region . Economic Geography , 46 : 234 – 240 .
- Vogelmann , J.E. , Howard , S.M. , Yang , L. , Larson , C.R. , Wylie , B.K. and van Driel , N. 2001 . Completion of the 1990s national land cover data set for the conterminous United States from Landsat Thematic Mapper and ancillary data sources . Photogrammetric Engineering & Remote Sensing , 67 : 650 – 662 .
- Weber , K.T. 2006 . Challenges of integrating geospatial technologies into rangeland research and management . Rangeland Ecology & Management , 59 : 38 – 43 .
- Weber , K.T. , Theau , J. and Serr , K. 2008 . Effect of co-registration error on patchy target detection using high-resolution imagery . Remote Sensing of Environment , 112 : 845 – 850 .
- Williams , A.P. and Hunt , E.R. Jr . 2002 . Estimation of leafy spurge cover from hyperspectral imagery using mixture tuned matched filtering . Remote Sensing of Environment , 82 : 446 – 456 .
- Zar , J.H. 1984 . Biostatistical Analysis , 2nd , Englewood Cliffs, NJ : Prentice Hall .