Please use this identifier to cite or link to this item: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1164300
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dc.contributor.authorWERNER, J. P. S.
dc.contributor.authorBELGIU, M.
dc.contributor.authorBUENO, I. T.
dc.contributor.authorREIS, A. A. dos
dc.contributor.authorTORO, A. P. S. G. D.
dc.contributor.authorANTUNES, J. F. G.
dc.contributor.authorSTEIN, A.
dc.contributor.authorLAMPARELLI, R. A. C.
dc.contributor.authorMAGALHÃES, P. S. G.
dc.contributor.authorCOUTINHO, A. C.
dc.contributor.authorESQUERDO, J. C. D. M.
dc.contributor.authorFIGUEIREDO, G. K. D. A.
dc.date.accessioned2024-05-16T17:55:39Z-
dc.date.available2024-05-16T17:55:39Z-
dc.date.created2024-05-16
dc.date.issued2024
dc.identifier.citationRemote Sensing, v. 16, n. 8, p. 1421, Apr. 2024.
dc.identifier.issn2072-4292
dc.identifier.urihttp://www.alice.cnptia.embrapa.br/alice/handle/doc/1164300-
dc.descriptionThe main objective of this research was to develop a method for mapping ICLS using deep learning algorithms applied on Satellite Image Time Series (SITS) data cubes, which consist of Sentinel-2 (S2) and PlanetScope (PS) satellite images, as well as data fused (DF) from both sensors. This study focused on two Brazilian states with varying landscapes and field sizes.
dc.language.isoeng
dc.rightsopenAccess
dc.subjectFusão de dados
dc.subjectICLS
dc.subjectAgricultura regenerativa
dc.subjectSistemas integrados lavoura-pecuária
dc.subjectAprendizado profundo
dc.subjectData fusion
dc.subjectMulti-sensor
dc.subjectTempCNN
dc.subjectTemporal encoder
dc.subjectRegenerative agricultureeng
dc.subjectDeep learningeng
dc.titleMapping integrated crop–livestock systems using fused Sentinel-2 and PlanetScope time series and deep learning.
dc.typeArtigo de periódico
riaa.ainfo.id1164300
riaa.ainfo.lastupdate2024-05-16
dc.identifier.doi10.3390/rs16081421
dc.contributor.institutionJOÃO P. S. WERNER, UNIVERSIDADE ESTADUAL DE CAMPINAS; MARIANA BELGIU, UNIVERSITY OF TWENTE; INACIO T. BUENO, UNIVERSIDADE ESTADUAL DE CAMPINAS; ALINY A. DOS REIS, UNIVERSIDADE ESTADUAL DE CAMPINAS; ANA P. S. G. D. TORO, UNIVERSIDADE ESTADUAL DE CAMPINAS; JOAO FRANCISCO GONCALVES ANTUNES, CNPTIA; ALFRED STEIN, UNIVERSITY OF TWENTE; RUBENS A. C. LAMPARELLI, UNIVERSIDADE ESTADUAL DE CAMPINAS; PAULO S. G. MAGALHÃES, UNIVERSIDADE ESTADUAL DE CAMPINAS; ALEXANDRE CAMARGO COUTINHO, CNPTIA; JULIO CESAR DALLA MORA ESQUERDO, CNPTIA; GLEYCE K. D. A. FIGUEIREDO, UNIVERSIDADE ESTADUAL DE CAMPINAS.
Appears in Collections:Artigo em periódico indexado (CNPTIA)

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