@InProceedings{VicenteFrieIwasKoga:2013:MaCaSo,
               author = "Vicente, Luiz Eduardo and Friedel, Michael James and Iwashita, 
                         Fabio and Koga-Vicente, Andr{\'e}a",
                title = "Mapeamento de caracter{\'{\i}}sticas de solos tropicais 
                         utilizando Self-Organizing Map aplicado {\`a} dados 
                         hiperespectrais",
            booktitle = "Anais...",
                 year = "2013",
               editor = "Epiphanio, Jos{\'e} Carlos Neves and Galv{\~a}o, L{\^e}nio 
                         Soares",
                pages = "8948--8955",
         organization = "Simp{\'o}sio Brasileiro de Sensoriamento Remoto, 16. (SBSR)",
            publisher = "Instituto Nacional de Pesquisas Espaciais (INPE)",
              address = "S{\~a}o Jos{\'e} dos Campos",
             abstract = "The sensor Hyperion was launched in late 2000 and represents an 
                         advance to hyperspectral remote sensing. However, due from 
                         technical aspects has always presented a large amount of nonlinear 
                         noise among the bands. Our goal was apply self-organizing map 
                         (SOM) technic on Hyperion data without noise correction for 
                         mapping tropical soil characteristics. For these purposes, 
                         spectral signatures (0.4-2.5µm) of tropical soils were used as 
                         input data. We mapped Photosynthetically Active Vegetation as 
                         background of Hyperion scene, Bare Soil and Clayey Soil, with 
                         range of R2 between 0.90-0.93. SOM was efficient in both 
                         visualization and analysis procedures, and in the ability 
                         identifying nonlinear topological relation in order to classify 
                         targets, to correct noise and clustering spectral soil 
                         characteristics.",
  conference-location = "Foz do Igua{\c{c}}u",
      conference-year = "13-18 abr. 2013",
                 isbn = "{978-85-17-00066-9 (Internet)} and {978-85-17-00065-2 (DVD)}",
                label = "856",
             language = "pt",
         organisation = "Instituto Nacional de Pesquisas Espaciais (INPE)",
                  ibi = "3ERPFQRTRW34M/3E7GGDF",
                  url = "http://urlib.net/ibi/3ERPFQRTRW34M/3E7GGDF",
           targetfile = "p0856.pdf",
                 type = "Sensoriamento Remoto Hiperespectral",
        urlaccessdate = "09 maio 2024"
}