@InProceedings{MelloRudoVieiAgui:2009:NoPrDi,
author = "Mello, M{\'a}rcio Pupin de and Rudorff, Bernardo Friedrich
Theodor and Vieira, Carlos Ant{\^o}nio Oliveira and Aguiar,
Daniel Alves de",
affiliation = "{Instituto Nacional de Pesquisas Espaciais - INPE} and {Instituto
Nacional de Pesquisas Espaciais - INPE} and {Universidade Federal
de Vi{\c{c}}osa - UFV} and {Instituto Nacional de Pesquisas
Espaciais - INPE}",
title = "Comportamento espectro-temporal da cana-de-a{\c{c}}{\'u}car: uma
nova proposta na distribui{\c{c}}{\~a}o espacial dos pontos de
controle utilizados na interpola{\c{c}}{\~a}o de
superf{\'{\i}}cies de resposta espectro-temporais",
booktitle = "Anais...",
year = "2009",
editor = "Epiphanio, Jos{\'e} Carlos Neves and Galv{\~a}o, L{\^e}nio
Soares",
pages = "271--278",
organization = "Simp{\'o}sio Brasileiro de Sensoriamento Remoto, 14. (SBSR)",
publisher = "Instituto Nacional de Pesquisas Espaciais (INPE)",
address = "S{\~a}o Jos{\'e} dos Campos",
keywords = "remote sensing, spectral-temporal behavior, multitemporal image
classification, control points, sensoriamento remoto,
comportamento espectro-temporal, classifica{\c{c}}{\~a}o
multitemporal de imagens, pontos de controle.",
abstract = "The major attribute of remotely sensed images to observe the land
surface is the spectral-temporal characteristic which is paramount
for accurate agricultural crop area classification. Agricultural
targets present a dynamic spectral-temporal behavior that is very
helpful to discriminate among different crops in classification
procedures. However, there are only few methods that address this
issue in depth. One promising method is the spectral-temporal
response surfaces (STRS) approach which uses control points to
define response surfaces based on reflectance observed for
specific targets of interest at specific spectral bands and at
specific dates. In the present work was analyzed the
spectral-temporal behavior of sugarcane fields harvested with and
without straw burning prior to harvest. The information about
sugarcane harvested with and without straw burning is relevant for
government control to evaluate the effectiveness of the effort to
gradually reduce the harvest practice of sugarcane burning which
should cease by 2014 for fields that can be mechanical cultivated.
The major objective of this study is to improve the STRS
interpolation method. Therefore, two methods for the spatial
distribution of the control points were compared. Three sugarcane
classes (non-burned cane, burned cane and non-harvested cane) were
investigated using 5,000 samples for each class and six
Landsat5/TM images acquired from April to September 2007 to
interpolate the STRS. Best result was obtained using the method of
equidistant values distribution for the wavelength axis. With this
new interpolation method it is expected to largely improve the
classification of sugarcane fields harvested with different
harvest practices.",
conference-location = "Natal",
conference-year = "25-30 abr. 2009",
isbn = "978-85-17-00044-7",
language = "pt",
organisation = "Instituto Nacional de Pesquisas Espaciais (INPE)",
ibi = "dpi.inpe.br/sbsr@80/2008/11.17.19.02",
url = "http://urlib.net/ibi/dpi.inpe.br/sbsr@80/2008/11.17.19.02",
targetfile = "271-278.pdf",
type = "Agricultura",
urlaccessdate = "30 abr. 2024"
}