Nighttime Lights as a Proxy for Economic Performance of Regions

Studying and managing regional economic development in the current globalization era demands prompt, reliable, and comparable estimates for a region’s economic performance. Night-time lights (NTL) emitted from residential areas, entertainment places, industrial facilities, etc., and captured by sate...

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Publicado em: MDPI - Multidisciplinary Digital Publishing Institute 2022
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collection Directory of Open Access Books
description Studying and managing regional economic development in the current globalization era demands prompt, reliable, and comparable estimates for a region’s economic performance. Night-time lights (NTL) emitted from residential areas, entertainment places, industrial facilities, etc., and captured by satellites have become an increasingly recognized proxy for on-ground human activities. Compared to traditional indicators supplied by statistical offices, NTLs may have several advantages. First, NTL data are available all over the world, providing researchers and official bodies with the opportunity to obtain estimates even for regions with extremely poor reporting practices. Second, in contrast to non-standardized traditional reporting procedures, the unified NTL data remove the problem of inter-regional comparability. Finally, NTL data are currently globally available on a daily basis, which makes it possible to obtain these estimates promptly. In this book, we provide the reader with the contributions demonstrating the potential and efficiency of using NTL data as a proxy for the performance of regions.
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institution Directory of Open Access Books
language eng
publishDate 2022
publishDateRange 2022
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publisher MDPI - Multidisciplinary Digital Publishing Institute
publisherStr MDPI - Multidisciplinary Digital Publishing Institute
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spelling doab-20.500.12854ir-812112024-03-27T16:34:28Z Nighttime Lights as a Proxy for Economic Performance of Regions Rybnikova, Nataliya population reorganization population density spatiotemporal patterns DMSP-OLS NPP-VIIRS Chongqing education inequality nighttime light urbanization sustainable development human development urban hotspot delineation Zipf’s law intra-urban scaling street nodes VIIRS imagery kernel density estimation Luojia 1-01 satellite spatial resolution searching radius threshold urban built-up area attention-augmented CNN nightlight fine-grained GDP estimation daytime satellite imagery arbitrary area representation Luojia 1-01 MNUACI urban area urban remote sensing VIIRS DMSP GDP nighttime lights cross-sectional time-series economic statistics n/a functional urban areas (FUAs) boundaries multiple regression modelling artificial light-at-night (ALAN) optimal threshold shadow economy Iran sanctions JCPOA economic inequality nighttime light emissions spatial measurement thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general Studying and managing regional economic development in the current globalization era demands prompt, reliable, and comparable estimates for a region’s economic performance. Night-time lights (NTL) emitted from residential areas, entertainment places, industrial facilities, etc., and captured by satellites have become an increasingly recognized proxy for on-ground human activities. Compared to traditional indicators supplied by statistical offices, NTLs may have several advantages. First, NTL data are available all over the world, providing researchers and official bodies with the opportunity to obtain estimates even for regions with extremely poor reporting practices. Second, in contrast to non-standardized traditional reporting procedures, the unified NTL data remove the problem of inter-regional comparability. Finally, NTL data are currently globally available on a daily basis, which makes it possible to obtain these estimates promptly. In this book, we provide the reader with the contributions demonstrating the potential and efficiency of using NTL data as a proxy for the performance of regions. 2022-05-06T11:35:37Z 2022-05-06T11:35:37Z 2022 book ONIX_20220506_9783036534374_277 9783036534374 9783036534381 https://directory.doabooks.org/handle/20.500.12854/81211 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/5243 https://mdpi.com/books/pdfview/book/5243 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-3438-1 10.3390/books978-3-0365-3438-1 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036534374 9783036534381 196 Basel open access
spellingShingle population reorganization
population density
spatiotemporal patterns
DMSP-OLS
NPP-VIIRS
Chongqing
education inequality
nighttime light
urbanization
sustainable development
human development
urban hotspot delineation
Zipf’s law
intra-urban scaling
street nodes
VIIRS imagery
kernel density estimation
Luojia 1-01 satellite
spatial resolution
searching radius threshold
urban built-up area
attention-augmented CNN
nightlight
fine-grained GDP estimation
daytime satellite imagery
arbitrary area representation
Luojia 1-01
MNUACI
urban area
urban remote sensing
VIIRS
DMSP
GDP
nighttime lights
cross-sectional
time-series
economic statistics
n/a
functional urban areas (FUAs)
boundaries
multiple regression modelling
artificial light-at-night (ALAN)
optimal threshold
shadow economy
Iran
sanctions
JCPOA
economic inequality
nighttime light emissions
spatial measurement
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
Nighttime Lights as a Proxy for Economic Performance of Regions
title Nighttime Lights as a Proxy for Economic Performance of Regions
title_full Nighttime Lights as a Proxy for Economic Performance of Regions
title_fullStr Nighttime Lights as a Proxy for Economic Performance of Regions
title_full_unstemmed Nighttime Lights as a Proxy for Economic Performance of Regions
title_short Nighttime Lights as a Proxy for Economic Performance of Regions
title_sort nighttime lights as a proxy for economic performance of regions
topic population reorganization
population density
spatiotemporal patterns
DMSP-OLS
NPP-VIIRS
Chongqing
education inequality
nighttime light
urbanization
sustainable development
human development
urban hotspot delineation
Zipf’s law
intra-urban scaling
street nodes
VIIRS imagery
kernel density estimation
Luojia 1-01 satellite
spatial resolution
searching radius threshold
urban built-up area
attention-augmented CNN
nightlight
fine-grained GDP estimation
daytime satellite imagery
arbitrary area representation
Luojia 1-01
MNUACI
urban area
urban remote sensing
VIIRS
DMSP
GDP
nighttime lights
cross-sectional
time-series
economic statistics
n/a
functional urban areas (FUAs)
boundaries
multiple regression modelling
artificial light-at-night (ALAN)
optimal threshold
shadow economy
Iran
sanctions
JCPOA
economic inequality
nighttime light emissions
spatial measurement
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
topic_facet population reorganization
population density
spatiotemporal patterns
DMSP-OLS
NPP-VIIRS
Chongqing
education inequality
nighttime light
urbanization
sustainable development
human development
urban hotspot delineation
Zipf’s law
intra-urban scaling
street nodes
VIIRS imagery
kernel density estimation
Luojia 1-01 satellite
spatial resolution
searching radius threshold
urban built-up area
attention-augmented CNN
nightlight
fine-grained GDP estimation
daytime satellite imagery
arbitrary area representation
Luojia 1-01
MNUACI
urban area
urban remote sensing
VIIRS
DMSP
GDP
nighttime lights
cross-sectional
time-series
economic statistics
n/a
functional urban areas (FUAs)
boundaries
multiple regression modelling
artificial light-at-night (ALAN)
optimal threshold
shadow economy
Iran
sanctions
JCPOA
economic inequality
nighttime light emissions
spatial measurement
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
url ONIX_20220506_9783036534374_277