@InProceedings{AguiarAdSIRuMeSi:2010:MOTiSe,
author = "Aguiar, Daniel Alves de and Adami, Marcos and SILVA, Wagner
Fernando da and Rudorff, Bernardo Friedrich Theodor and Mello,
M{\'a}rcio Pupin de and Silva, Jo{\~a}o dos Santos Vila da",
affiliation = "{Instituto Nacional de Pesquisas Espaciais (INPE)} and Embrapa
Inform{\'a}tica Agropecu{\'a}ria, CNPTIA, Av. Andr{\'e} Toselo,
209, Campinas, SP, 13083-886, Brazil and {} and {Instituto
Nacional de Pesquisas Espaciais (INPE)} and {} and Embrapa
Inform{\'a}tica Agropecu{\'a}ria, CNPTIA, Av. Andr{\'e} Toselo,
209, Campinas, SP, 13083-886, Brazil",
title = "MODIS time series to assess pasture land",
booktitle = "Proceedings...",
year = "2010",
pages = "2123--2126",
organization = "International Geoscience and Remote Sensing Symposium, (IGARSS).",
publisher = "IEEE",
address = "Piscataway",
note = "Setores de Atividade: Agricultura, Pecu{\'a}ria,
Produ{\c{c}}{\~a}o Florestal, Pesca e Aq{\"u}icultura.",
keywords = "Pasture degradation NDWI, NDVI, spectral mixing model, wavelet
technique.",
abstract = "Land use conversion is a key factor in the mitigation of GHG
emission. Maximum mitigation can be achieved when degraded pasture
land is converted to biofuel crops. Remote sensing images, and in
particular the MODIS time series data, have a great potential to
asses degraded pasture land. This work has the objective to
identify pasture land and its different levels of degradation in
Mato Grosso do Sul state, Brazil. MODIS time series were used to
obtain vegetation indices and fraction images. The wavelet
technique was applied at various levels of decomposition to
extract the input parameters in the WEKA J48 classifier. Pasture
land was well distinguished from Cerrado. The distinction among
different pasture land presented lower performance with best
results for pasture with invasive plants followed by good pasture.
Pasture land with bare soil patches and termite mounds were not
distinguished from other classes of pasture.",
conference-location = "Honolulu",
conference-year = "2010",
doi = "10.1109/IGARSS.2010.5649388",
url = "http://dx.doi.org/10.1109/IGARSS.2010.5649388",
isbn = "978-1-4244-9564-1 and 978-1-4244-9565-8",
issn = "2153-6996",
label = "lattes: 7484071887086439 2 AguiarAdSIRuMeSi:2010:MOTiSe",
language = "en",
organisation = "IEEE",
targetfile = "05649388.pdf",
urlaccessdate = "11 maio 2024"
}