dc.creator | de Mello A.Y.I. | |
dc.creator | Alves D.S. | |
dc.creator | Linhares C.A. | |
dc.creator | de Lima F.B. | |
dc.date | 2012 | |
dc.date | 2015-06-26T20:28:45Z | |
dc.date | 2015-11-26T14:24:46Z | |
dc.date | 2015-06-26T20:28:45Z | |
dc.date | 2015-11-26T14:24:46Z | |
dc.date.accessioned | 2018-03-28T21:27:06Z | |
dc.date.available | 2018-03-28T21:27:06Z | |
dc.identifier | | |
dc.identifier | Revista Arvore. , v. 36, n. 3, p. 537 - 547, 2012. | |
dc.identifier | 1006762 | |
dc.identifier | 10.1590/S0100-67622012000300016 | |
dc.identifier | http://www.scopus.com/inward/record.url?eid=2-s2.0-84864831012&partnerID=40&md5=c9d4c9ca44d486ae66a787cbca64af59 | |
dc.identifier | http://www.repositorio.unicamp.br/handle/REPOSIP/96740 | |
dc.identifier | http://repositorio.unicamp.br/jspui/handle/REPOSIP/96740 | |
dc.identifier | 2-s2.0-84864831012 | |
dc.identifier.uri | http://repositorioslatinoamericanos.uchile.cl/handle/2250/1245522 | |
dc.description | Remotely sensed imagery has been widely used for land use/cover classification thanks to the periodic data acquisition and the widespread use of digital image processing systems offering a wide range of classification algorithms. The aim of this work was to evaluate some of the most commonly used supervised and unsupervised classification algorithms under different landscape patterns found in Rondônia, including (1) areas of mid-size farms, (2) "fish-bone" settlements and (3) a gradient of forest and Cerrado (Brazilian savannah). Comparison with a reference map based on the kappa statistics resulted in good to superior indicators (best results - K-means: k=0.68; k=0.77; k=0.64 and MaxVer: k=0.71; k=0.89; k=0.70 respectively for three areas mentioned). Results show that choosing a specific algorithm requires to take into account both its capacity to discriminate among various spectral signatures under different landscape patterns as well as a cost/benefit analysis considering the different steps performed by the operator performing a land cover/use map. it is suggested that a more systematic assessment of several options of implementation of a specific project is needed prior to beginning a land use/cover mapping job. | |
dc.description | 36 | |
dc.description | 3 | |
dc.description | 537 | |
dc.description | 547 | |
dc.description | Alves, D.S., Characterizing landscape changes in central Rondônia using Landsat TM imagery (1999) International Journal of Remote Sensing, 20 (14), pp. 2877-2882 | |
dc.description | Alves, D.S., Space-times dynamics of deforestation in Brazilian Amazon (2002) International Journal of Remote Sensing, 23 (14), pp. 2903-2908 | |
dc.description | Alves, D.S., Land use intensification and abandonment in Rondônia, Brazilian Amazonia (2003) International Journal of Remote Sensing, 24 (4), pp. 899-903 | |
dc.description | Alves, D.S., Science and technology and sustainable development in Brazilian Amazon (2007) The stability of tropical rainforest margins., pp. 493-512. , In: TSCHARNTKE, T. et al. (Eds.), Berlin: Springer | |
dc.description | Alves, D.S., Cenários de cobertura e uso da terra e dimensões humanas no LBA (2007) Dimensões humanas da biosfera-atmosfera na Amazônia., pp. 39-63. , In: BECKER, B.;ALVES, D. | |
dc.description | COSTA, W. (Orgs.). São Paulo: EDUSP | |
dc.description | Alves, D.S., The changing rates and patterns of deforestation and land use in Brazilian Amazonia (2009) Amazonia and global change., pp. 11-23. , In: KELLER, M. et al. (Eds.) Washington, DC: AGU, (Geophysics Monograph Series, 186) | |
dc.description | Araújo, R., Lená, P., Da predação à sustentabilidade na Amazônia: A difícil metamorfose (2010) Desenvolvimento sustentável e sociedades na Amazônia., pp. 13-53. , In: ARAÚJO, R. | |
dc.description | LENÁ, P. (Eds.). Belém: Museu Goeldi | |
dc.description | Asner, G.P., Selective logging in the Brazilian Amazon (2005) Science, 310, pp. 480-482 | |
dc.description | Asner, G.P., From the cover: Condition and fate of logged forests in the Brazilian Amazon (2006) Proceedings of the National Academy of Sciences-PNAS, 103 (34), pp. 12947-12950. , http://www.pnas.org/content/103/34/12947, Disponível em:, full | |
dc.description | Batistella, M., Robeson, S., Moran, E.F., Settlement design, forest fragmentation, and landscape change in Rondonia, Amazonia (2003) Photogrammetric Engineering and Remote Sensing, 69, pp. 805-812 | |
dc.description | Batistella, M., Moran, E.F., Dimensões humanas do uso e cobertura das terras na Amazônia: Uma contribuição do LBA (2005) Acta Amazonica, 35 (2), pp. 239-247 | |
dc.description | Bishop, Y.M., Feinberg, S.E., Holland, P.W., (1975) Discrete multivariate analysis:, p. 357. , theory and practice. Cambridge: Mit Press | |
dc.description | Congalton, R.G., Mead, R.A., A quantitative method to test for consistency and correctness in photointerpretation (1983) Photogrammetric Engineering and Remote Sensing, 49 (1), pp. 69-74 | |
dc.description | Costa, F.A., Heterogeneidade estrutural e trajetórias tecnológicas na produção rural da Amazônia (2008) Amazônia: Natureza e sociedade e transformação., pp. 137-180. , In: BATISTELLA, M. et al. (Eds.) São Paulo: EDUSP | |
dc.description | Faminow, M.D., (1998) Cattle deforestation and development in the Amazon., , New York: CAB International | |
dc.description | Fidalgo, E.C.C., Mapeamento do uso e da cobertura atual da terra para indicação de áreas disponíveis para reservas legais: Estudo em nove municípios da região Amazônica (2003) Revista Árvore, 27 (6), pp. 871-877 | |
dc.description | Foody, G.M., Mapping tropical forest fractional cover from coarse spatial resolution remote sensing imagery (1997) Plant Ecology, 131 (2), pp. 143-154 | |
dc.description | Hecht, S.B., Noorgaard, R.B., Possio, G., The economics of cattle ranching in Eastern Amazonia (1988) Interciencia, 13, pp. 233-240 | |
dc.description | (1996) Dossiê-Divisão de Assentamento., , INSTITUTO NACIONAL DE COLONIZAÇÃO E REFORMA AGRÁRIA-INCRA. Porto Velho: (Relatório Interno) | |
dc.description | Lambin, E.F., Geist, H.J., Lepers, E., Dynamics of land-use and land-cover change in tropical regions (2003) Annual Review Environment Resources, 28, pp. 205-241 | |
dc.description | Landis, J.R., Koch, C.H., The measurement of observer agreement for categorical data (1977) Biometrics, 33 (3), pp. 159-174 | |
dc.description | Linhares, C.A., Soares, J.V., Batista, G.T., Influência do desflorestamento na dinâmica da resposta hidrológica na Bacia do Rio Ji-Paraná/ RO (2005) Anais, pp. 3097-3105. , In: SIMPÓSIO BRASILEIRO DE SENSORIAMENTO REMOTO, 12., Goiânia, 2005. São José dos Campos: INPE | |
dc.description | Linhares, C.A., Deforestation and hydrology dynamic in Ji-Paraná river basin, Brazil (2007) Anais, pp. 6799-6806. , In: SIMPÓSIO BRASILEIRO DE SENSORIAMENTO REMOTO, 13.,2007, Florianópolis. Florianópolis | |
dc.description | Lu, D., Classification of successional forest stages in the Brazilian Amazon basin (2003) Forest Ecology and Management, 181, pp. 301-312 | |
dc.description | Lu, D., Change detection techniques (2004) International Journal of Remote Sensing, 25 (12), pp. 2365-2407 | |
dc.description | Kaimowitz, D., (2004) Hamburger connection fuels amazon destruction., , http://www.cifor.cgiar.org/publications/pdf_files/media/Amazon.pdf, Bangor: Center for International Forest Research, Disponível em | |
dc.description | McHado, L., A fronteira agrícola na Amazônia (1998) Geografia e meio ambiente no Brasil., pp. 181-217. , In: BECKER, B. K. et al. (Ed.) | |
dc.description | Margulis, S., (2003) Causas do desmatamento da Amazônia Brasileira, p. 100. , Brasília: Banco Mundial | |
dc.description | Mello, A.Y.I., Alves, D.S., Secondary vegetation dynamics in the Brazilian Amazon based on thematic mapper imagery (2011) Remote Sensing Letters, 2 (3), pp. 189-194 | |
dc.description | Mertens, B., Crossing spatial analyses and livestock economics to understand deforestation processes in the Brazilian Amazon: The case of São Félix do Xingu in South Pará (2002) Agricultural Economics, (27), pp. 269-294 | |
dc.description | Moran, E.F., Integrating Amazonian vegetation, land-use, and satellite data (1994) BioScience, 44 (5), pp. 329-338 | |
dc.description | Moran, E.F., Ostrom, E., (2009) Ecossistemas florestais: Interação homemambiente., p. 544. , (Orgs.). São Paulo: SENAC/EDUSP | |
dc.description | Nepstad, D.C., Large-scale impoverishment of Amazonian forests by logging and fire (1999) Nature, 398, pp. 505-508 | |
dc.description | Nepstad, D., Road paving, fire regime feedbacks, and the future of amazon forests (2001) Forest Ecology and Management, 5524, pp. 1-13 | |
dc.description | Pereira, M.C., Setzer, A.W., Spectral characteristics of fire scars in Landsat-5 TM images of Amazonia (1993) International Journal of Remote Sensing, 14 (11), pp. 2061-2078 | |
dc.description | Ponzoni, F.J., Rezende, A.C.P., Caracterização espectral de estágios sucessionais de vegetação arbórea secundária arbórea em Altamira (PA), através de dados orbitais (2004) Revista Árvore, 28 (4), pp. 535-545 | |
dc.description | Robin, A., Moisan, L., Le Hegaratmasclet, S., An unsupervised approach for subpixelic land-cover change detection (2007) Proceedings., pp. 1-6. , In: INTERNATIONAL WORKSHOP ON THE ANALYSIS OF MULTITEMPORAL REMOTE SENSING IMAGES, 4., 2007 | |
dc.description | Rudel, T.K., Forest transitions: Towards a global understanding of land use change (2005) Global Environmental Change, 15 (1), pp. 23-31 | |
dc.description | Sano, E.E., (1989) Levantamento do uso atual da terra através de imagens do Landsat 5-TM na microregião de Tomé-Açu e alguns municípios das microregiões do Baixo Tocantins e Guajarina (PA), p. 67. , Belém: SUDAM-CHSRA/ OEA | |
dc.description | Schmink, M., Wood, C.H., (1992) Contested frontiers in Amazonia., , New York: Columbia University Press | |
dc.description | Shimabukuro, Y.E., Santos, J.R., Aquino, L.C.S., (1982) Vegetation survey in Amazonia using Landsat data., p. 7. , São José dos Campos: INPE, (INPE-2409-PRE/118) | |
dc.description | Silva, G.B.S., Betiol, G.M., Sano, E.E., Análise comparativa de quatro métodos de classificação supervisionada para a discriminação de fitofisionomias de Cerrado (2008) Geografia. Ensino & Pesquisa-UFSM, 12, pp. 3935-3947 | |
dc.description | Skole, D., Tucker, C., Tropical deforestation and habitat fragmentation in the amazon-satellite data from 1978 to 1988 (1993) Science, 260, pp. 1905-1910 | |
dc.description | Soares-Filho, B.S., Cenários de desmatamento para a Amazônia (2005) Estudos Avançados, 19 (54), pp. 137-152 | |
dc.description | Steininger, M.K., Satellite estimation of tropical secondary forest above-ground biomass: Data from Brazil and Bolivia (2000) International Journal of Remote Sensing, 21 (6-7), pp. 1139-1157 | |
dc.description | Tardin, A.T., (1980) Subprojeto desmatamento: Convênio IBDF/CNPq-INPE., , São José dos Campos: INPE, (Technical Report, INPE-1649-RPE/103) | |
dc.description | Verburg, P.H., Neumann, K., Nol, L., Challenges in using land use and land cover data for global change studies (2011) Global Change Biology, 17 (2), pp. 974-989 | |
dc.language | en | |
dc.language | pt | |
dc.publisher | | |
dc.relation | Revista Arvore | |
dc.rights | aberto | |
dc.source | Scopus | |
dc.title | Classification Techniques For Landsat Tm Imagery Under Different Landscape Patterns In Rondônia [avaliação De Técnicas De Classificação Digital De Imagens Landsat Em Diferentes Padrões De Cobertura Da Terra Em Rondônia] | |
dc.type | Artículos de revistas | |