@MastersThesis{Nunes:2023:PrInSi,
author = "Nunes, Yuri Domaradzki Moreira",
title = "Proposta de integra{\c{c}}{\~a}o do sistema de monitoramento e
mapeamento de cultivo Sen2-Agri e a plataforma Brazil Data Cube",
school = "Instituto Nacional de Pesquisas Espaciais (INPE)",
year = "2023",
address = "S{\~a}o Jos{\'e} dos Campos",
month = "2023-03-30",
keywords = "sensoriamento remoto, dados de observa{\c{c}}{\~a}o da terra,
brazil data cube, sen2-agri, mapas para aplica{\c{c}}{\~o}es
agr{\'{\i}}colas, remote sensing, earth observation data, brazil
data cube, sen2-Agri, maps for agricultural applications.",
abstract = "Os avan{\c{c}}os nas tecnologias de sensoriamento remoto
possibilitaram a aquisi{\c{c}}{\~a}o de grandes volumes de dados
de Observa{\c{c}}{\~a}o da Terra (EO) com melhor
resolu{\c{c}}{\~a}o espacial e taxa de revisita, aumentando o
n{\'{\i}}vel de detalhamento da superf{\'{\i}}cie terrestre.
Al{\'e}m disso, a ado{\c{c}}{\~a}o de pol{\'{\i}}ticas
abertas para o compartilhamento desses dados impulsionaram o
desenvolvimento de pacotes de software, servi{\c{c}}os web e
plataformas de processamento para extrair informa{\c{c}}{\~o}es
desses grandes volumes de dados. Com isso, aplica{\c{c}}{\~o}es
s{\~a}o desenvolvidas com diversos temas, como, por exemplo, para
desenvolver sistemas de monitoramento de atividades
agr{\'{\i}}colas. As imagens obtidas pela miss{\~a}o Sentinel-2
e o pacote de software Sen2-Agri permitem a gera{\c{c}}{\~a}o de
mapas sobre diferentes aspectos das culturas e {\'a}reas
cultivadas, que podem ser usados para a implementa{\c{c}}{\~a}o
de sistemas de monitoramento agr{\'{\i}}cola. Por outro lado, a
plataforma Brazil Data Cube (BDC) fornece um ambiente de acesso,
visualiza{\c{c}}{\~a}o e processamento de cubos de dados de
imagens de v{\'a}rios sensores para toda a extens{\~a}o do
territ{\'o}rio brasileiro. Este trabalho prop{\~o}e o
desenvolvimento de uma arquitetura de integra{\c{c}}{\~a}o do
Sen2-Agri com a plataforma BDC a fim de aproveitar este grande
reposit{\'o}rio de imagens sobre o Brasil para a tem{\'a}tica de
monitoramento de safras agr{\'{\i}}colas. Um estudo de caso foi
conduzido para a regi{\~a}o de Lu{\'{\i}}s Eduardo
Magalh{\~a}es para validar a arquitetura de
integra{\c{c}}{\~a}o proposta. Os resultados mostram a
viabilidade e as vantagens desta integra{\c{c}}{\~a}o,
atrav{\'e}s de um servi{\c{c}}o web que fornece uma interface
amig{\'a}vel para acessar as melhores recursos de ambos os
sistemas. ABSTRACT: Advances in remote sensing technologies have
enabled the acquisition of large volumes of Earth Observation (EO)
data with better spatial resolution and revisit rate, increasing
the level of detail on the Earths surface. In addition, the
adoption of open policies for sharing this data has driven the
development of software packages, web services and processing
platforms for extracting information from these large volumes of
data. With this, applications are developed in various themes,
such as, for example, to develop monitoring systems for
agricultural activities. The images obtained by the Sentinel-2
mission and the Sen2-Agri software package allow the generation of
maps on different aspects of crops and cultivated areas, which can
be used for the implementation of agricultural monitoring systems.
On the other hand, the Brazil Data Cube (BDC) platform provides an
environment for accessing, visualizing, and processing image data
cubes from various sensors for the entire extension of the
Brazilian territory. This work proposes the development of an
integration architecture of Sen2-Agri with the BDC platform in
order to take advantage of this large repository of images about
Brazil in the theme of monitoring agricultural crops. A case study
for the region of Lu{\'{\i}}s Eduardo Magalh{\~a}es was
conducted to validate the proposed integration architecture. The
results show the feasibility and advantages of this integration,
through a web service that exposes a friendly interface to access
the best features of both systems.",
committee = "Queiroz, Gilberto Ribeiro de (presidente) and Vinhas, Lubia
(orientadora) and Fook, Karla Donato",
englishtitle = "Proposal for the integration of the Sen2-Agri crop monitoring and
mapping system to the Brazil Data Cube platform",
language = "pt",
pages = "74",
ibi = "8JMKD3MGP3W34T/48UURQH",
url = "http://urlib.net/ibi/8JMKD3MGP3W34T/48UURQH",
targetfile = "publicacao.pdf",
urlaccessdate = "11 maio 2024"
}