Nighttime Lights and Population Variations in Cities of South/Southeast Asia: Distance-Decay Effect and Implications

Urbanization in South and Southeast Asia is accelerating due to economic growth, industrialization, and rural-to-urban migration, with megacities like Mumbai, Delhi, and Jakarta leading the trend. By analyzing VIIRS nighttime satellite data from 323 cities across 17 countries, we investigated the relationship between nighttime light (NTL) brightness and population density at varying distances from city centers. Our findings reveal a significant distance-decay effect, with both the intensity of NTL brightness and the strength of the NTL-population density relationship decreasing as the distance from city centers increases. A clear negative exponential relationship with the highest R2 was observed between NTL brightness and the distance from the city center. Our analysis indicates that a 105 km radius most effectively captures the extent of major metropolitan areas, showing a peak correlation between NTL brightness and population density. Cities like Delhi and Bangkok exhibit high NTL brightness, reflecting advanced infrastructure, while mountainous or desert cities such as Kabul and Thimphu show lower brightness due to geographical constraints. These results highlight the importance of adaptive urban planning, infrastructure development, and sustainability practices in managing urbanization challenges in South and Southeast Asia.

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Publication Details

Journal
Remote Sensing
Published
2024-11-27
DOI
https://doi.org/10.3390/rs16234458
Citations
6
Primary Topic
Impact of Light on Environment and Health
Type
article
Field-Weighted Citation Impact
1.70

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article

Nighttime Lights and Population Variations in Cities of South/Southeast Asia: Distance-Decay Effect and Implications

Krishna Prasad Vadrevu, Griffin McAvoy
6 citations
Remote Sensing
Impact of Light on Environment and Health
1.70
article

Nighttime Lights and Population Variations in Cities of South/Southeast Asia: Distance-Decay Effect and Implications

Krishna Prasad Vadrevu, Griffin McAvoy
article en
6 citations

Abstract

Urbanization in South and Southeast Asia is accelerating due to economic growth, industrialization, and rural-to-urban migration, with megacities like Mumbai, Delhi, and Jakarta leading the trend. By analyzing VIIRS nighttime satellite data from 323 cities across 17 countries, we investigated the relationship between nighttime light (NTL) brightness and population density at varying distances from city centers. Our findings reveal a significant distance-decay effect, with both the intensity of NTL brightness and the strength of the NTL-population density relationship decreasing as the distance from city centers increases. A clear negative exponential relationship with the highest R2 was observed between NTL brightness and the distance from the city center. Our analysis indicates that a 105 km radius most effectively captures the extent of major metropolitan areas, showing a peak correlation between NTL brightness and population density. Cities like Delhi and Bangkok exhibit high NTL brightness, reflecting advanced infrastructure, while mountainous or desert cities such as Kabul and Thimphu show lower brightness due to geographical constraints. These results highlight the importance of adaptive urban planning, infrastructure development, and sustainability practices in managing urbanization challenges in South and Southeast Asia.

Remote SensingVol. 16(23)
Marshall Space Flight Center (US), University of Alabama in Huntsville (US)
National Aeronautics and Space Administration
Sustainable cities and communities
Openalex Percentile: Top 16%
Impact of Light on Environment and Health
1.70
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Nighttime Lights and Population Variations in Cities of South/Southeast Asia: Distance-Decay Effect and Implications — Krishna Prasad Vadrevu, Griffin McAvoy · Remote Sensing (2024) | TGRS Research Map | TGRS