@Article{NogueiraMoreVolp:2018:ReCoCr,
author = "Nogueira, Sulimar Munira Caparoci and Moreira, Maur{\'{\i}}cio
Alves and Volpato, Margarete M. L.",
affiliation = "{Instituto Nacional de Pesquisas Espaciais (INPE)} and {Instituto
Nacional de Pesquisas Espaciais (INPE)} and {Empresa de Pesquisa
Agropecu{\'a}ria de Minas Gerais (EMBRAPA)}",
title = "Relationship between coffee crop productivity and vegetation
indexes derived from oli / landsat-8 sensor data with and without
topographic correction",
journal = "Engenharia Agr{\'{\i}}cola",
year = "2018",
volume = "38",
number = "3",
pages = "387--394",
month = "maio/jun.",
keywords = "coffee, NDVI, NDWI, yield, SAVI, remote sensing.",
abstract = "The reflectance values of a coffee crop are influenced by several
factors such as planting direction, crop spacing, time of the
year, plant age and topography which reduces the accuracy of the
estimates derived from remote sensing data. In this context were
evaluated the relationships between coffee productivity and values
of NDVI, SAVI and NDWI vegetation indexes with and without
topographic reflectance correction for different coffee
phenological phases for the crop years 2013/2014 (low
productivity) and 2014/2015 (high productivity). The evaluations
were made through the standard deviation of vegetation indices
(VIs), linear relationship between the cosine factor and the VIs
and between VIs and coffee productivity. The best phenological
phases of coffee to determine productivity from spectral indexes
were the stages of dormancy and flowering. The results indicated
that the NDVI was the best index to estimate the productivity of
coffee trees with coefficient of determination (Rē) that ranged
from 0.58 to 0.90. There was an increase in Rē between
productivity and NDVI with topographic correction in the dormancy
phase in the year of low productivity; between productivity and
NDVI with topographic correction in the flowering phase in the
year of high productivity; and between productivity and SAVI and
NDWI with topographic corrections in the flowering phase in the
year of high productivity.",
doi = "10.1590/1809-4430-Eng.Agric.v38n3p387-394/2018",
url = "http://dx.doi.org/10.1590/1809-4430-Eng.Agric.v38n3p387-394/2018",
issn = "0100-6916",
language = "en",
targetfile = "nogueira_relationship.pdf",
urlaccessdate = "27 abr. 2024"
}