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Original Articles

Use of fraction imagery, segmentation and masking techniques to classify land-use and land-cover types in the Brazilian Amazon

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Pages 5452-5467 | Received 15 May 2012, Accepted 20 Mar 2013, Published online: 23 Apr 2013

References

  • Adams , J. B. and Gillespie , A. R. 2006 . Remote Sensing of Landscape with Spectral Images: A Physical Modelling Approach , New York : Cambridge University Press .
  • Adams , J. B. , Sabol , D. E. , Kapos , V. , Almeida Filho , R. , Roberts , D. A. , Smith , M. O. and Gillespie , A. R. 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 .
  • Anderson , L. O. , Shimabukuro , Y. E. , Defries , R. S. and Morton , D. 2005 . Assessment of Deforestation in Near Real Time Over the Brazilian Amazon Using Multitemporal Fraction Images Derived from Terra MODIS . IEEE Geoscience and Remote Sensing Letters , 2 : 315 – 318 .
  • Bins , L. S. , Erthal , G. J. and Fonseca , L. M. G. November 21–26 1992 . “ Um Método De Classificação Não Supervisionada Por Regiões ” . In In 5th Brazilian Symposium on Graphic Computational and Image Processing, Águas de Lindóia November 21–26 , 65 – 68 . SP , , Brazil Available on CD-ROM
  • Bins , L. S. , Fonseca , L. M. G. , Erthal , G. J. and Li , F. M. April 14–19 1996 . “ Satellite Imagery Segmentation: A Region Growing Approach ” . In In 8th Brazilian Symposium on Remote Sensing, Salvador April 14–19 , Available on CD-ROM
  • Brewer , C. K. , Winne , J. C. , Redmond , R. L. , Opitz , D. W. and Mangrich , M. V. 2005 . Classifying and Mapping Wildfire Severity . A Comparison of Methods.” Photogrammetric Engineering and Remote Sensing , 71 : 1311 – 1320 .
  • Câmara , G. , Souza , R. C. M. , Freitas , U. M. and Garrido , J. 1996 . SPRING: Integrating Remote Sensing and GIS with Object-Oriented Data Modelling . Computers and Graphics , 15 : 13 – 22 .
  • Câmara , G. , Valeriano , D. M. and Soares , J. V. 2006 . Metodologia Para O Cálculo Da Taxa Anual De Desmatamento Na Amazônia Legal , São Paulo : Instituto Nacional de Pesquisas Espaciais .
  • Chander , G. and Markham , B. 2003 . Revised Landsat-5 TM Radiometric Calibration Procedures and Postcalibration Dynamic Ranges . IEEE Transaction on Geoscience and Remote Sensing , 41 : 2674 – 2677 .
  • Chavez , P. S. 1988 . An Improved Dark–Object Subtraction Technique for Atmospheric Scattering Correction of Multi-Spectral Data . Remote Sensing of Environment , 24 : 459 – 479 .
  • Cochrane , M. A. and Souza , C. Jr. 1998 . Linear Mixture Model Classification of Burned Forest in the Eastern Amazon . International Journal of Remote Sensing , 19 : 3433 – 3440 .
  • 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. 1999 . Assessing the Accuracy of Remotely Sensed Data: Principles and Practices , Boca Raton , FL : Lewis Publishers .
  • Escada , M. I. S. , Vieira , I. C. G. , Kampel , S. A. , Araújo , R. and Veiga , J. B. 2005 . Occupation Processes in the New Amazonian Frontiers: The Xingu/Iriri Region . Estudos Avançado , 19 : 9 – 23 .
  • Espindola , G. M. , Camara , G. , Reis , I. A. , Bins , L. S. and Monteiro , A. M. 2006 . Parameter Selection for Region-Growing Image Segmentation Algorithms Using Spatial Autocorrelation . International Journal of Remote Sensing , 27 : 3035 – 3040 .
  • Gonzalez , R. C. and Woods , R. E. 1992 . Digital Image Processing , Reading , MA : Addison–Wesley .
  • IBGE. 2008. “Sistema IBGE De Recuperação Automática.” http://www.sidra.ibge.gov.br (http://www.sidra.ibge.gov.br) (Accessed: 1 February 2012 ).
  • ISA. 2006. “PAs Curb Deforestation; But for How Long?” http://www.socioambiental.org (http://www.socioambiental.org) (Accessed: 1 April 2010 ).
  • Kawakubo , F. S. , Morato , R. G. , Midaglia , C. L. M. , Gomide , M. L. and Luchiari , A. 2009 . Land-Use and Vegetation-Cover Mapping of an Indigenous Land Area in the State of Mato Grosso (Brazil) Based on Spectral Linear Mixing Model, Segmentation and Region Classification . Geocarto International , 24 : 165 – 175 .
  • Kawakubo , F. S. , Morato , R. G. , Nader , R. S. and Luchiari , A. 2011 . Mapping Changes in Coastline Geomorphic Features Using Landsat TM and ETM+ Imagery: Examples in Southeastern Brazil . International Journal of Remote Sensing , 32 : 2547 – 2562 .
  • Landis , J. R. and Koch , G. G. 1977 . The Measurement of Observer Agreement for Categorical Data . Biometrics , 33 : 159 – 174 .
  • Lu , D. , Mausel , P. , Batistella , M. and Moran , E. 2004 . Comparison of Land-Cover Classification Methods in the Brazilian Amazon Basin . Photogrammetric Engineering & Remote Sensing , 70 : 723 – 731 .
  • Machado , L. A. 1995 . “ A Fronteira Agrícola Na Amazônia Brasileira ” . In Geografia E Meio Ambiente No Brasil , Edited by: Becker , B. K. , Christofoletti , A. , Davidovich , F. R. and Geiger , P. R. 181 – 217 . São Paulo : Hucitec .
  • Maingi , J. K. 2005 . Mapping Fire Scars in a Mixed-Oak Forest in Eastern Kentucky, USA, Using Landsat ETM+ Data . Geocarto International , 20 : 5 – 63 .
  • Mustard , J. F. and Sunshine , J. M. 1999 . “ Spectral Analysis for Earth Science Investigation ” . In Remote Sensing for the Earth Sciences , Edited by: Rencz , A. N. Vol. 3., edited by , 251 – 306 . Danvers , MA : John Wiley & Sons .
  • Radambrasil . 1974 . Mapa Fitoecológico Da Folha Araguaia/Tocantins SB/SC22 , Rio de Janeiro : Ministério das Minas e Energia .
  • Shimabukuro , Y. E. , Batista , G. T. , Mello , E. M. K. , Moreira , J. C. and Duarte , V. 1998 . Using Shade Fraction Image Segmentation to Evaluate Deforestation in Landsat Thematic Mapper Images of the Amazon Region . International Journal of Remote Sensing , 19 : 535 – 541 .
  • Shimabukuro , Y. E. , Duarte , V. , Arai , E. , Freitas , R. M. , Lima , A. , Valeriano , D. M. , Brown , I. F. and Maldonado , M. L. R. 2009 . Fraction Images Derived From Terra Modis Data for Mapping Burnt Areas in Brazilian Amazon . International Journal of Remote Sensing , 30 : 1537 – 1546 .
  • Souza , C. Jr. , Firestone , L. , Silva , L. M. and Roberts , D. A. 2003 . Mapping Forest Degradation in the Eastern Amazon from Spot 4 through Spectral Mixture Models . Remote Sensing of Environment , 87 : 494 – 506 .
  • USGS. 2013. “Thematic Mapper (TM): Product Description.” http://eros.usgs.gov/#/Find_Data/Products_and_Data_Available/TM (http://eros.usgs.gov/#/Find_Data/Products_and_Data_Available/TM) (Accessed: 1 January 2013 ).
  • Wu , J. , Xu , J. and Yue , W. 2005 . “ V-I-S Model for Cities That Are Experiencing Rapid Urbanization and Development ” . In In International Geoscience and Remote Sensing Symposium IGARSS, Seoul, July 25–29 , 1503 – 1506 . New York : IEEE Press .

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