@InProceedings{SantosDaSeMoMeCāJe:2015:VaMOBu,
author = "Santos, Renata Libonati dos and DaCamara, Carlos and Setzer,
Alberto and Morelli, Fabiano and Melchiori, Arturo Emiliano and
C{\^a}ndido, Pietro de Almeida and Jesus, Silvia Cristina de",
affiliation = "{} and {} and {} and {Instituto Nacional de Pesquisas Espaciais
(INPE)} and {} and {Instituto Nacional de Pesquisas Espaciais
(INPE)}",
title = "Validating MODIS burned area products over Cerrado region",
booktitle = "Anais...",
year = "2015",
editor = "Gherardi, Douglas Francisco Marcolino and Arag{\~a}o, Luiz
Eduardo Oliveira e Cruz de",
pages = "667--674",
organization = "Simp{\'o}sio Brasileiro de Sensoriamento Remoto, 17. (SBSR)",
publisher = "Instituto Nacional de Pesquisas Espaciais (INPE)",
address = "S{\~a}o Jos{\'e} dos Campos",
abstract = "We present a validation of three MODIS burned area products,
namely AQM/INPE, MCD45A1/NASA and MCD64A1/NASA, covering a 6-year
period (2005-2010) over Jalap{\~a}o, a fire-prone region located
in the Cerrado. As reference we use high resolution BA maps
derived from Landsat imagery. Because the products to be validated
have different spatial resolutions than that of reference maps
(i.e. AQM with 1 km, NASA with 500 m and Landsat scars with 30 m),
the error matrix was estimated following a new approach based on
the assumption of mixed pixels, where the agreement/disagreement
between product and reference data are computed taking into
account the proportion of BA from reference data within the
product pixel. The two NASA products present very low commission
errors (< 10%) but they are affected by very high occurrence of
omission errors (> 60%). The AQM product has larger commission
errors (20 to 40%) but a large fraction of those (more than 40%)
occur at the borders of the scars and may therefore not be
strictly viewed as false alarms; there is also a clear reduction
of the omission cases (< 40% in all cases). The AQM product
presents a clear reduction of omission errors that reflects a
higher probability of detection of burned pixels. The new product
appears therefore as more sensitive to sub-pixel burned areas,
even when working at a lower spatial resolution; this particular
feature may be attributed to the use of middle infrared
reflectance by the algorithm.",
conference-location = "Jo{\~a}o Pessoa",
conference-year = "25-29 abr. 2015",
isbn = "978-85-17-0076-8",
label = "129",
language = "en",
organisation = "Instituto Nacional de Pesquisas Espaciais (INPE)",
ibi = "8JMKD3MGP6W34M/3JM45HG",
url = "http://urlib.net/ibi/8JMKD3MGP6W34M/3JM45HG",
targetfile = "p0129.pdf",
type = "Mudan{\c{c}}a de uso e cobertura da Terra",
urlaccessdate = "27 abr. 2024"
}