Title
COMPARISON OF NDVI OBTAINED BY DRONE AND SATELLITE IN THE PHENOLOGICAL PHASES OF GRAPEVINE
Other title
[COMPARAÇÃO DO NDVI OBTIDO POR MEIO DE DRONE E SATÉLITE NAS FASES FENOLÓGICAS DA VIDEIRA]
Date Issued
01 January 2021
Access level
open access
Resource Type
journal article
Author(s)
De Araújo Gomes M.D.
Román R.M.S.
Álves É.D.S.
McKee E.
Utah State University
Publisher(s)
Universidade Estadual Paulista - UNESP
Abstract
Several interactions of the biophysical environment, whether by biotic or abiotic factors, hinder the study of crops' behavior using standard methods. The use of platforms with high spatial resolution sensors enables detecting heterogeneity of crops such as grapevine through NDVI. This study aimed to evaluate the NDVI obtained using images from the AggieAir Minion UAV and Landsat 8 in different phenological phases of the Pinot Noir grapevine. The images were collected in Sacramento County, California, USA. Image processing was performed using Quantum GIS (QGIS). We observed an underestimation of the NDVI calculated using Landsat 8 images in the berry growth phase, presenting lower values (0.68) than those obtained by the VANT (0.87). The NDVI values should be closer to 1.0 in this phase because the plant is in full vegetative development. The details of the images depends on the spatial resolution of the sensor that the platform carries. Thus, considering that the distance between the lines of the vine was 3.35 m, and due to the pixel size of the Landsat 8, a larger soil-exposed area was detected as a consequence of the maximum similarity of veracity used by the algorithm language employed in the programming software. The resolution influences the vegetative index values in phenological phases of grapevine and, consequently, the biophysical parameters estimated by them, showing that the UAV images convey values more similar to reality for NDVI evaluation in grapevines.
Start page
605
End page
619
Volume
26
Issue
3
Language
(Other)
OCDE Knowledge area
Otras ingenierías y tecnologías Meteorología y ciencias atmosféricas Otras ciencias agrícolas
Scopus EID
2-s2.0-85129472489
Source
IRRIGA
ISSN of the container
14137895
Sponsor(s)
Coordena??o de Aperfei?oamento de Pessoal de N?vel Superior (CAPES) pelo apoio financeiro concedido por meio da bolsa do doutorado e pela bolsa de estudos concedida para est?gio de doutoramento nos Estados Unidos Ao grupo de pesquisa do Laborat?rio de Pesquisa de ?gua da Universidade de Utah (Utah State University-USU). Projeto GRAPEX (Grape Remote sensing Atmospheric Profile and Evapotranspiration eXperiment) do Departamento de Agricultura dos Estados Unidos (United States Department of Agriculture-USDA). ? Joseph G. Alfieri, William P. Kustas, John H. Prueger, Lawrence E. Hipps e Lynn McKee, cientistas respons?veis por calibrar e fazer a manuten??o dos instrumentos de medi??es de dados clim?ticos.
Sources of information: Directorio de Producción Científica Scopus