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dc.contributor.authorCosta, Olívia Bueno dapt_BR
dc.contributor.authorMatricardi, Eraldo Aparecido Trondolipt_BR
dc.contributor.authorPedlowski, Marcos Antoniopt_BR
dc.contributor.authorCochrane, Mark Alanpt_BR
dc.contributor.authorFernandes, Luiz Cláudiopt_BR
dc.date.accessioned2018-01-04T19:13:14Z-
dc.date.available2018-01-04T19:13:14Z-
dc.date.issued2017-01pt_BR
dc.identifier.citationCOSTA, Olívia Bueno da et al. Spatiotemporal mapping of soybean plantations in Rondônia, Western Brazilian Amazon. Acta Amazonica, Manaus, v. 47, n. 1, p. 29-38, jan./mar. 2017. Disponível em: <http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0044-59672017000100029&lng=en&nrm=iso>. Acesso em: 22 fev. 2018. doi: http://dx.doi.org/10.1590/1809-4392201601544.pt_BR
dc.identifier.urihttp://repositorio.unb.br/handle/10482/30575-
dc.language.isoenpt_BR
dc.publisherInstituto Nacional de Pesquisas da Amazôniapt_BR
dc.rightsAcesso Abertopt_BR
dc.titleSpatiotemporal mapping of soybean plantations in Rondônia, Western Brazilian Amazonpt_BR
dc.title.alternativeMapeamento espaço-temporal de plantios de soja no estado de Rondônia, Amazônia ocidental brasileira-
dc.typeArtigopt_BR
dc.subject.keywordAmazônia - Brasilpt_BR
dc.subject.keywordDesmatamentopt_BR
dc.subject.keywordGeoprocessamentopt_BR
dc.subject.keywordProdutos agrícolaspt_BR
dc.rights.licenseActa Amazonica - Este é um artigo publicado em acesso aberto sob uma licença Creative Commons (CC BY 4.0). Fonte: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0044-59672017000100029&lng=en&nrm=iso. Acesso em: 22 fev. 2018.-
dc.identifier.doihttp://dx.doi.org/10.1590/1809-4392201601544pt_BR
dc.description.abstract1Although soybean production has been increasing in the state of Rondônia in the last decade, soybean planted area has been estimated indirectly using secondary datasets, which has limited understanding of its spatiotemporal distribution patterns. This study aimed to map and analyze spatial patterns of soybean expansion in Rondônia. We developed a classification technique based on Spectral Mixture Analysis (SMA) derived from Landsat imagery and Decision Tree Classification to detect and map soybean plantations in 2000, 2005, 2010, and 2014. The soybean classification map showed 93% global accuracy, 23% omission and 0% of commission errors for soybean crop fields. The greatest increases of soybean cropped area in the state of Rondônia were observed between 2000-2005 and 2005-2010 time-periods (33,239 ha and 59,628 ha, respectively), mostly located in Southern Rondônia. The expansion of soybean areas to Northern Rondônia (25,627 ha) has mostly occurred in the 2010-2014 time period. We estimate that 95.4% of all newly created soybean plantations, detected by 2014, were established on lands deforested nine or more years earlier. We concluded that the incursion of soybean plantations on lands deforested for other land uses (e.g. ranching) is contributing to their displacement (pastures) from older colonization zones toward more remote frontier areas of the Amazon, exacerbating new deforestation there.-
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