@MastersThesis{Santos:2019:EsReMe,
author = "Santos, Ana Carolina de Faria",
title = "Potencial e limita{\c{c}}{\~o}es dos dados de luzes noturnas em
apoio ao planejamento territorial: um estudo para a regi{\~a}o
metropolitana do Vale do Para{\'{\i}}ba e Litoral Norte,
S{\~a}o Paulo, Brasil",
school = "Instituto Nacional de Pesquisas Espaciais (INPE)",
year = "2019",
address = "S{\~a}o Jos{\'e} dos Campos",
month = "2019-08-09",
keywords = "Vale do Para{\'{\i}}ba, planejamento territorial, luzes
noturnas, estimativa, Vale do Para{\'{\i}}ba, territorial
planning, nighttime lights, estimative.",
abstract = "As imagens de Luzes Noturnas propiciam observa{\c{c}}{\~o}es da
distribui{\c{c}}{\~a}o humana e das din{\^a}micas
socioecon{\^o}micas atrav{\'e}s do monitoramento e
detec{\c{c}}{\~a}o de luzes antropog{\^e}nicas, e por isso,
t{\^e}m sido associadas {\`a}s vari{\'a}veis de natureza
demogr{\'a}fica, social, econ{\^o}mica e de infraestrutura,
constituindo-se em uma promissora ferramenta de suporte ao
Planejamento Territorial. A Regi{\~a}o Metropolitana do Vale do
Para{\'{\i}}ba e Litoral Norte (RMVPLN), institu{\'{\i}}da em
2012, apesar de pioneira nas a{\c{c}}{\~o}es de Planejamento
Territorial, ainda orienta privil{\'e}gios para as tradicionais
economias de base industrial, necessitando de novas t{\'e}cnicas
e ferramentas que subsidiem a produ{\c{c}}{\~a}o de
informa{\c{c}}{\~a}o sobre o espa{\c{c}}o regional. Esta
disserta{\c{c}}{\~a}o objetivou identificar os potenciais e as
poss{\'{\i}}veis limita{\c{c}}{\~o}es dos dados de Luzes
Noturnas enquanto ferramentas para produ{\c{c}}{\~a}o de
informa{\c{c}}{\~a}o para o Planejamento Territorial
atrav{\'e}s da an{\'a}lise da rela{\c{c}}{\~a}o das
vari{\'a}veis derivadas dos dados de Luzes Noturnas dos sensores
Operational Linescan System e Visible Infrared Imaging Radiometer
Suite, com vari{\'a}veis, denominadas indicadoras, que descreviam
as caracter{\'{\i}}sticas demogr{\'a}ficas,
socioecon{\^o}micas e de infraestrutura dos munic{\'{\i}}pios
da RMVPLN. A metodologia foi aplicada em quatro fases que
contemplaram: o processamento das imagens de 2000 a 2017 e a
deriva{\c{c}}{\~a}o das vari{\'a}veis de Luzes Noturnas para
2012; a defini{\c{c}}{\~a}o e justificativa das vari{\'a}veis
indicadoras; a an{\'a}lise estat{\'{\i}}stica para explorar a
configura{\c{c}}{\~a}o espacial das vari{\'a}veis de Luzes
Noturnas e sua rela{\c{c}}{\~a}o com as vari{\'a}veis
indicadoras; e a estimativa das vari{\'a}veis indicadoras a
partir das vari{\'a}veis de Luzes Noturnas. Os resultados
apontaram algumas limita{\c{c}}{\~o}es dos dados de Luzes
Noturnas, como os efeitos da conurba{\c{c}}{\~a}o e do overglow
que prejudicaram a exatid{\~a}o das estimativas. Contudo,
identificaram-se diversos potenciais para caracterizar o
espa{\c{c}}o regional, demonstrando, de forma integrada, as
tend{\^e}ncias gerais das din{\^a}micas urbanas do
territ{\'o}rio da RMVPLN. Os modelos de regress{\~a}o linear
indicaram as vari{\'a}veis de Luzes Noturnas como adequadas para
estimativa populacional e de consumo de energia el{\'e}trica. As
avalia{\c{c}}{\~o}es realizadas neste trabalho apresentaram um
conjunto de dados e metodologias que, com adapta{\c{c}}{\~o}es,
podem ser utilizados na constru{\c{c}}{\~a}o de
pol{\'{\i}}ticas p{\'u}blicas para o Planejamento Territorial
da RMVPLN, tanto na escala metropolitana quanto municipal.
ABSTRACT: Nighttime Lights images provide observations of human
distribution and socioeconomic dynamics through the detection of
anthropogenic lights that can be associated with demographic,
social, economic and infrastructure variables. Therefore,
Nighttime Lights images have been pointed out as a promising data
source to support Territorial Planning. The Metropolitan Region of
Paraiba Valley anda North Coast of S{\~a}o Paulo (RMVPLN in
Portuguese) was established in 2012. Despite pioneer, its
Territorial Planning still privileges the traditional
industrial-based economies, requiring techniques and tools to
produce new information on regional space. This study aimed to
identify the potential and possible limitations of Nighttime Light
data from Operational Linescan System and Visible Infrared Imaging
Radiometer Suite sensors as a tool to Territorial Planning,
exploring the relation between variables derived from the
Nighttime Light dataset with indicators variables that describe
the demographic, socioeconomic and infrastructure characteristics
of the RMVPLN municipalities. The methodology was developed in
four phases: 2000 to 2017 digital image processing and obtaining
Nighttime Light variables for 2012; selection and definiton of
indicator variables; exploratory statistical analysis about
spatial configuration of Nighttime Light variables and its
relationship with indicator variables; and estimationt of
indicator variables from Nighttime Light variables. The results
described some limitations of the Nighttime Light data, such
overglow and the presence of conurbation that decreased estimate
accuracy. However, we also identified several potentialities to
characterize the regional space, demonstrating the urban dynamics
of the RMVPLN territory. The linear regression models indicated
Nighttime Light variables as adequate to estimate urban population
and electric power consumption. Our assessments provides data,
techniques and methodologies that, when adapted, might be useful
for public policies strategies on Territorial Planning of the
RMVPLN, both at the metropolitan and municipal levels.",
committee = "K{\"o}rting, Thales Sehn (presidente) and Kampel, Silvana Amaral
(orientadora) and Monteiro, Ant{\^o}nio Miguel Vieira
(orientador) and Novo, Evlyn M{\'a}rcia Le{\~a}o de Moraes and
Pinho, Carolina Moutinho Duque de",
englishtitle = "Nighttime light data potential and limitations for the teritorial
planning: a study about the metropolitan region of Paraiba Valley
and North Coast of S{\~a}o Paulo, Brazil.",
language = "pt",
pages = "181",
ibi = "8JMKD3MGP3W34R/3TL2M7E",
url = "http://urlib.net/ibi/8JMKD3MGP3W34R/3TL2M7E",
targetfile = "publicacao.pdf",
urlaccessdate = "2024, Mar. 29"
}