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Original Articles

Detection and spatial analysis of selective logging with geometrically corrected Landsat images

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Pages 7820-7843 | Received 06 Jun 2011, Accepted 28 Feb 2012, Published online: 09 Jul 2012

References

  • Adam , J.B. , Sabol , D.E. , Kapos , V. , Filho , R.A. , 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 .
  • Adam , J.B. , Smith , M.O. , Johnson , P.E. and Gillespie , A.R. 1986 . Spectral mixture modeling: a new analysis of rock and soil types at the Viking Lander 1 site . Journal of Geophysical Research , 91 : 8098 – 8118 .
  • Aguiar , A.P.D. , Câmara , G. and Escada , M.I.S. 2007 . Spatial statistical analysis of landuse determinants in the Brazilian Amazonia . Ecological Modeling , 209 : 169 – 188 .
  • Asner , G.P. , Keller , M. , Pereira , R. and Zweede , J.C. 2002 . Remote sensing of selective logging in Amazonia – assessing limitations based on detailed field observations, Landsat ETM+, and textural analysis . Remote Sensing of Environment , 310 : 480 – 482 .
  • Baddeley, A., 2008, Analysing spatial point patterns in ‘R’. http://www.csiro.au/resources/Spatial-Point-Patterns-in-R.html (http://www.csiro.au/resources/Spatial-Point-Patterns-in-R.html) (Accessed: 10 October 2011 ).
  • Bateson , A. and Curtiss , B. 1996 . A method of manual endmember selection and spectral unmixing . Remote Sensing of Environment , 55 : 229 – 243 .
  • Boardman , J.W. 1993 . “ Automated spectral unmixing of AVIRIS data using convex geometry concepts ” . In Summaries, Fourth JPL Airborne Geoscience Workshop , Vol. 93 , 11 – 14 . Pasadena , CA : JPL Publication .
  • Boardman , J.W. , Krude , F.A. and Green , R.O. 1995 . “ Mapping target signatures via partial unmixing of AVIRIS data ” . In Summaries, Fifth JPL Airborne Earth Science Workshop , Vol. 95 , 23 – 26 . Pasadena , CA : JPL Publication .
  • Broadbent , E.N. , Asner , G.P. , Keller , M. , Knapp , D.E. , Oliveira , P.J.C. and Silva , J.N. 2008 . Forest fragmentation and edge effects from deforestation and selective logging in the Brazilian Amazon . Biological Conservation , 141 : 1745 – 1757 .
  • Diggle , P.J. 2003 . Statistical Analysis of Spatial Point Patterns , London : A Hodder Arnold Publication .
  • Fearnside , P.M. 2005 . Deforestation in Brazilian Amazonia: history, rates, and consequences . Conservation Biology , 19 : 680 – 688 .
  • Gerwing , J.J. 2002 . Degradation of forests through logging and fire in the eastern Brazilian Amazon . Forest Ecology and Management , 157 : 131 – 141 .
  • Getis , A. and Franklin , J. 1987 . Second-order neighborhood analysis of mapped point patterns . Ecology , 68 : 473 – 477 .
  • Grabarnik , P. and Särkkä , A. 2009 . Modelling the spatial structure of forest stands by multivariate point processes with hierarchical interactions . Ecological Modelling , 220 : 1232 – 1240 .
  • Green , A.A. , Berman , M. , Switzer , P. and Craig , M.D. 1994 . A transformation for ordering multispectral data in terms of image quality with implications for noise removal . IEEE Transactions on Geoscience and Remote Sensing , 26 : 65 – 74 .
  • Illian , J.B. , Penttinen , A. , Stoyan , H. and Stoyan , D. 2008 . Statistical Analysis and Modelling of Spatial Point Patterns , England : Wiley-Interscience .
  • Instituto Nacional de Pesquisas Esaciais (INPE), 2011, Monitoramento da floresta Amazônica Brasileira por satélite. www.obt.inpe.br (http://www.obt.inpe.br) (Accessed: 10 October 2011 ).
  • Jensen , J.R. 2004 . Introductory Digital Image Processing – A Remote Sensing Perspective , Upper Saddle River , NJ : Prentice Hall Series .
  • Koltunov , A. , Ustin , S.L. , Asner , G.P. and Fung , I. 2009 . Selecive logging changes forest phenology in the Brazilian Amazon: evidence from MODIS images time series analysis . Remote Sensing of Environment , 113 : 2431 – 2440 .
  • Laurance , W.J. , Laurance , S.G. and Delamonica , P. 1998 . Tropical forest fragmentation and greenhouse gas emissions . Forest Ecology and Management , 110 : 173 – 180 .
  • Lu , D. , Batistella , M. , Moran , E. and Mausel , P. 2004 . Application of spectral mixture analysis to Amazonian land-use and land-cover classification . Remote Sensing of Environment , 25 : 5345 – 5358 .
  • Lu , D. , Moran , E. and Batistella , M. 2003 . Linear mixture model applied to Amazonian vegetation classification . Remote Sensing of Environment , 87 : 456 – 469 .
  • Mateu , J. and Usó , J.L. 1998 . The spatial pattern of a forest ecosystem . Ecological Modelling , 108 : 163 – 174 .
  • Matricardi , E.A.T. , Skole , D.L. , Cochrane , M.A. , Pedlowski , M. and Chomentowski , W. 2007 . Multitemporal assessment of selective logging in the Brazilian Amazon using Landsat data . International Journal of Remote Sensing , 28 : 63 – 82 .
  • Matricardi , E.A.T. , Skole , D.L. , Cochrane , M.A. , Qi , J. and Chomentowski , W. 2005 . Monitoring selective logging in tropical evergreen forests using Landsat: multitemporal regional analyses in Mato Grosso, Brazil . Earth Interaction , 9 : 1 – 24 .
  • Matricardi , E.A.T. , Skole , D.L. , Pedlowski , M. , Chomentowski , W. and Fernandes , L.C. 2010 . Assessment of tropical forest degradation by selective logging and fire using Landsat imagery . Remote Sensing of Environment , 114 : 1117 – 1129 .
  • Monteiro , A.L. , Souza , Jr, C.M. and Barreto , P. 2003 . Detection of logging in Amazonian transition forests using spectral mixture models . International Journal of Remote Sensing , 24 : 151 – 159 .
  • Nuske , R.S. , Sprauer , S. and Saborowski , J. 2009 . Adapting the pair-correlation function for analysing the spatial distribution of canopy gaps . Forest Ecology and Management , 259 : 107 – 116 .
  • Rencz , A.N. 1999 . Manual of Remote Sensing: Remote Sensing for the Earth Sciences , New York : John Wiley and Sons .
  • Roberts , D.A. , Smith , M.O. and Adams , J.B. 1993 . Green vegetation, non-photosynthetic vegetation, and soils in AVIRIS data . Remote Sensing of Environment , 44 : 255 – 269 .
  • Santos , J.R. , Shimabukuro , Y.E. , Duarte , V. , Alencastro , G. , Paulo , M.L. and Silva , P.G. Linear spectral mixture model as a tool for monitoring deforestation and timber exploitation in the Brazilian Amazon . Proceedings of the Remote Sensing for Agriculture, Ecosystems, and Hydrology IV . September 22–25 2002 , Agia Pelagia , Greece. pp. 320 – 325 . Bellingham , WA : International Society for Optical Engineering .
  • Settle , J.J. and Drake , N.A. 1993 . Linear mixing and the estimation of ground cover proportions . International Journal of Remote Sensing , 14 : 1159 – 1177 .
  • Shimabukuro , Y.E. and Smith , J.A. 1991 . The least-squares mixing models to generate fraction images derived from remote sensing multispectral data . IEEE Transactions on Geoscience and Remote Sensing , 29 : 16 – 20 .
  • Shimatani , KD. and Kubota , Y. 2004 . Spatial analysis for continuously changing point patterns along a gradient and its application to Abies sachalinensis population . Ecological Modelling , 180 : 359 – 369 .
  • Smith , M.O. , Ustin , S.L. , Adams , J.B. and Gillespie , A.R. 1990a . Vegetation in deserts: I. A regional measure of abundance from multispectral images . Remote Sensing of Environment , 31 : 1 – 26 .
  • Smith , M.O. , Ustin , S.L. , Adams , J.B. and Gillespie , A.R. 1990b . Vegetation in deserts: II. A regional measure of abundance from multispectral images . Remote Sensing of Environment , 31 : 27 – 52 .
  • Souza , C. and Barreto , P. 2000 . An alternative approach for detecting and monitoring selectively logged forests in the Amazon . International Journal of Remote Sensing , 21 : 173 – 179 .
  • Souza , C. , Firestone , L. , Silva , L.M. and Roberts , D. 2003 . Mapping forest degradation in the Eastern Amazon from SPOT 4 through spectral mixture models . Remote Sensing of Environment , 87 : 494 – 506 .
  • Souza , C.M. Jr , Roberts , D.A. and Cochrane , M.A. 2005 . Combining spectral and spatial information to map canopy damage from selective logging and forest fires . Remote Sensing of Environment , 98 : 329 – 343 .
  • Stein , A. , Bastiaanssen , W.G.M. , Bruin , S. , Cracknell , A.P. , Curran , P. , Fabbri , A.G. , Gorte , B.G.H. , Van Groenigen , J.W. , Van der Meer , F.D. and Saldona , A. 1998 . Integrating spatial statistics and remote sensing . International Journal of Remote Sensing , 19 : 1793 – 1814 .
  • Stone , T.A. and Lefebvre , P. 1998 . Using multi-temporal satellite data to evaluate selective logging in Para, Brazil . International Journal of Remote Sensing , 19 : 2517 – 2526 .
  • Stoyan , D. and Penttinen , A. 2000 . Recent applications of point process methods in forestry statistics . Statistical Science , 15 : 61 – 78 .
  • Uhl , C. , Verissimo , A. , Mattos , M.M. , Brandino , Z. and Vieira , I.C.G. 1991 . Social, economic, and ecological consequences of selective logging in an Amazon frontier: the case of Tailândia . Forest Ecology and Management , 46 : 243 – 273 .
  • Van der Meer , F. and De Jong , S.M. 2000 . Improving the results of spectral unmixing of Landsat Thematic Mapper imagery by enhancing the orthogonality of end-members . International Journal of Remote Sensing , 21 : 2781 – 2797 .
  • Vergara, O.R., 2009, Preprocessing of orbital imges at INPE. www.igpho.ethz.ch (http://www.igpho.ethz.ch) (Accessed: 22 October 2011 ).

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